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is_linear=0 shrinkage=0.0302493 Tree=1 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=2389.6 341.884 279.014 threshold=0.099325000000000011 -0.29521499999999995 -0.0077799999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052502236013453113 -0.0005179211046393089 0.0024822669445679446 0.0011295616705061969 leaf_weight=269.27338324487209 15.272909313440321 223.06296020746231 44.737320512533188 leaf_count=1629 93 542 188 internal_value=0 0.00228986 -0.000288974 internal_weight=0 238.336 314.011 internal_count=2452 635 1817 is_linear=0 shrinkage=0.000614178 Tree=2 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=2038.35 340.267 151.817 threshold=0.092415000000000011 -0.27957499999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059411549875543342 -0.00053782615811965976 0.0023863774295878556 0.0011542224412635122 leaf_weight=249.88545045256615 20.019651457667351 264.5045283138752 25.558220595121384 leaf_count=1533 122 679 110 internal_value=0 0.00218049 -0.000431485 internal_weight=0 284.524 275.444 internal_count=2444 801 1643 is_linear=0 shrinkage=0.000684528 Tree=3 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1955.97 369.738 342.409 threshold=0.099195000000000019 0.079890000000000017 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00081207115714380593 -0.00054919958148599759 -0.00042667898808198206 0.0016021397832689801 leaf_weight=59.609941825270653 15.733104676008223 252.41774956882 244.62463815510273 leaf_count=242 102 1573 546 internal_value=0 -0.000189821 0.00147196 internal_weight=0 312.028 260.358 internal_count=2463 1815 648 is_linear=0 shrinkage=0.000447708 Tree=4 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=1665.91 600.889 130.155 threshold=0.054520000000000006 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020397493565918407 -0.00038029370725966877 0.0020452673287762501 0.0012277475165015945 leaf_weight=164.15969277918339 293.07633084058762 34.470781117677689 95.166928246617317 leaf_count=330 1760 68 310 internal_value=0 -0.000124418 0.00174242 internal_weight=0 327.547 259.327 internal_count=2468 1828 640 is_linear=0 shrinkage=0.00055034 Tree=5 num_leaves=4 num_cat=0 split_feature=1 12 12 split_gain=1730.83 265.928 144.231 threshold=0.092415000000000011 0.054520000000000006 0.079890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058696578156021634 0.0020045913878558785 0.00080077280997531159 -0.00057431731643248077 leaf_weight=45.227285280823708 225.88771459460258 91.348540976643562 228.54322420060635 leaf_count=201 458 344 1466 internal_value=0 0.00165836 -0.00038231 internal_weight=0 317.236 273.771 internal_count=2469 802 1667 is_linear=0 shrinkage=0.000594697 Tree=6 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=1756.48 267.345 149.294 threshold=0.094090000000000021 -0.29521499999999995 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049160534774655745 -0.00063413198656170453 0.0018578941101023917 0.00099853057501632413 leaf_weight=259.27801069617271 16.40392504632473 287.8199550807476 26.721453383564949 leaf_count=1614 102 647 112 internal_value=0 0.00172334 -0.000352043 internal_weight=0 304.224 285.999 internal_count=2475 749 1726 is_linear=0 shrinkage=0.000601327 Tree=7 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1574.88 337.67 241.758 threshold=0.098950000000000024 0.079890000000000017 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00092022977935973522 -0.00058372576967859646 -0.00051987194627304927 0.001753259240428687 leaf_weight=66.979741409420967 14.990394845604895 240.92723700404167 277.33748362958431 leaf_count=252 95 1545 565 internal_value=0 -0.000206383 0.00163324 internal_weight=0 307.907 292.328 internal_count=2457 1797 660 is_linear=0 shrinkage=0.000567738 Tree=8 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=1428.65 251.51 167.251 threshold=0.092655000000000015 0.054520000000000006 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043927481769290077 0.001756112773544102 0.00063017744241524256 0.0012998363315311376 leaf_weight=258.69070924818516 239.97920867800713 90.114726305007935 19.501322701573372 leaf_count=1629 462 343 71 internal_value=0 0.00144905 -0.000316889 internal_weight=0 330.094 278.192 internal_count=2505 805 1700 is_linear=0 shrinkage=0.000574131 Tree=9 num_leaves=4 num_cat=0 split_feature=12 4 52 split_gain=1437.97 523.035 107.853 threshold=0.079890000000000017 0.30163500000000004 -0.24526499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002186977410970909 -0.00041905113881901947 0.0018143466288271458 0.0015440706320973205 leaf_weight=10.202958688139914 273.60874833166599 33.342226177453995 278.40670923888683 leaf_count=52 1706 64 610 internal_value=0 -0.000175878 0.00148169 internal_weight=0 306.951 288.61 internal_count=2432 1770 662 is_linear=0 shrinkage=0.00053319 Tree=10 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=1439.17 224.795 192.903 threshold=0.094695000000000015 -0.29521499999999995 0.079890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066720921623748559 -0.00049824904735702702 0.0015212631801657867 -0.00050152062027474691 leaf_weight=52.71860471367836 17.711337998509407 309.23796692490578 232.30994747579098 leaf_count=210 108 634 1527 internal_value=0 0.00141173 -0.000285176 internal_weight=0 326.949 285.029 internal_count=2479 742 1737 is_linear=0 shrinkage=0.000552048 Tree=11 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1514.93 268.477 262.46 threshold=0.097070000000000004 0.081095000000000014 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00086249369830344153 -0.00069128226122708563 -0.00060887545313705591 0.0019107988696860357 leaf_weight=67.265654429793358 17.23784413933754 232.56042954325676 293.49908703565598 leaf_count=259 107 1519 589 internal_value=0 -0.000278577 0.00176625 internal_weight=0 299.826 310.737 internal_count=2474 1778 696 is_linear=0 shrinkage=0.00064906 Tree=12 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=1389.12 241.423 155.657 threshold=0.094405000000000003 -0.27957499999999996 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042325261868738528 -0.00058898492459430127 0.0014710913605824587 0.0012018868018976124 leaf_weight=257.06169207394123 18.080055847764015 311.42620150744915 18.967182725667953 leaf_count=1641 113 626 67 internal_value=0 0.00135789 -0.00031114 internal_weight=0 329.506 276.029 internal_count=2447 739 1708 is_linear=0 shrinkage=0.000548903 Tree=13 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=1216.78 428.269 91.6711 threshold=0.040165000000000006 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016141297121645213 -0.00040801858757513818 0.0016850195905086377 0.00098645591781774066 leaf_weight=188.92191788554192 277.32626338303089 33.536807551980019 116.08281441032887 leaf_count=327 1751 60 332 internal_value=0 -0.00018169 0.00137569 internal_weight=0 310.863 305.005 internal_count=2470 1811 659 is_linear=0 shrinkage=0.000554038 Tree=14 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=1241.99 186.219 138.34 threshold=0.092415000000000011 0.085665000000000005 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00075437761246191135 0.0014303922239138414 0.0005380409786590641 -0.00045138985410658983 leaf_weight=30.160269677639008 263.72334808111191 88.082474142313004 234.97828795015812 leaf_count=132 463 322 1543 internal_value=0 0.00120721 -0.00031397 internal_weight=0 351.806 265.139 internal_count=2460 785 1675 is_linear=0 shrinkage=0.00053082 Tree=15 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=1180.56 192.068 128.204 threshold=0.092415000000000011 0.054520000000000006 0.062320000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040828435464143072 0.0012489309670419453 0.00043773259015293366 0.00090331696225036254 leaf_weight=238.57803724706173 275.94963136315346 92.291830837726593 18.930211320519447 leaf_count=1583 479 341 67 internal_value=0 0.00104582 -0.000311514 internal_weight=0 368.241 257.508 internal_count=2470 820 1650 is_linear=0 shrinkage=0.000486367 Tree=16 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=1202.92 201.75 154.333 threshold=0.092415000000000011 0.054520000000000006 -0.0058249999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042817143679059597 0.0013863305268819522 0.00049568894308973921 0.00086442154650174315 leaf_weight=233.84819167852402 266.09981782734394 90.412613704800606 27.217733919620514 leaf_count=1543 469 336 102 internal_value=0 0.00116069 -0.000293098 internal_weight=0 356.512 261.066 internal_count=2450 805 1645 is_linear=0 shrinkage=0.000514645 Tree=17 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1112.76 249.052 179.608 threshold=0.099450000000000011 0.078300000000000008 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065853737051596269 -0.00054862498821577825 -0.00047425538028982158 0.0012731950896925821 leaf_weight=68.96012444794178 15.589344531297682 234.94131219387054 304.20330196619034 leaf_count=244 97 1595 549 internal_value=0 -0.000217059 0.00118422 internal_weight=0 303.901 319.793 internal_count=2485 1839 646 is_linear=0 shrinkage=0.000524442 Tree=18 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=1097.44 214.075 119.077 threshold=0.097070000000000004 0.079890000000000017 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065315116286931757 0.001309763359416 -0.0004769352360168056 0.00018336363347743576 leaf_weight=61.231242716312408 292.9254762083292 225.84571495652199 29.795327439904213 leaf_count=229 532 1542 127 internal_value=0 -0.000235736 0.00120587 internal_weight=0 287.077 322.721 internal_count=2430 1771 659 is_linear=0 shrinkage=0.000536457 Tree=19 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1130.18 238.507 183.129 threshold=0.099450000000000011 0.081095000000000014 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060454274592609434 -0.00065593237351928692 -0.00050256819586328772 0.0012938725128426604 leaf_weight=72.619586706161499 14.206301271915434 226.64742875099182 303.57487696409225 leaf_count=269 91 1550 551 internal_value=0 -0.000233793 0.00120651 internal_weight=0 299.267 317.781 internal_count=2461 1819 642 is_linear=0 shrinkage=0.000531952 Tree=20 num_leaves=4 num_cat=0 split_feature=12 4 52 split_gain=1104.42 426.867 87.5871 threshold=0.040165000000000006 0.30163500000000004 -0.24861499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042549451792875246 -0.00047269165703567952 0.0019841041180452142 0.0016312358721080106 leaf_weight=9.2236350923776609 273.5665672570467 34.459132596850395 297.07775567471981 leaf_count=48 1745 63 603 internal_value=0 -0.000197226 0.00156917 internal_weight=0 308.026 306.301 internal_count=2459 1808 651 is_linear=0 shrinkage=0.000658785 Tree=21 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=1063.01 224.708 104.459 threshold=0.094695000000000015 -0.25691499999999995 0.079890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021488516698832014 -0.00091861683340920474 0.00050926707301061707 -0.00083854919009638043 leaf_weight=79.933718502521515 29.39833128452301 340.05456818640232 386.04859304428101 leaf_count=229 114 615 1507 internal_value=0 0.000395403 -0.000731644 internal_weight=0 369.453 465.982 internal_count=2465 729 1736 is_linear=0 shrinkage=0.000496291 Tree=22 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=1035.21 246.04 125.749 threshold=0.098950000000000024 0.079890000000000017 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049058627354836039 0.0010835183437185652 -0.00051852724902627417 -3.0458746901451896e-05 leaf_weight=86.064738631248474 316.37981007993221 270.82835692167282 30.010898187756538 leaf_count=266 522 1561 119 internal_value=0 -0.000275102 0.000987026 internal_weight=0 356.893 346.391 internal_count=2468 1827 641 is_linear=0 shrinkage=0.000520158 Tree=23 num_leaves=4 num_cat=0 split_feature=1 12 12 split_gain=1075.16 150.492 92.2866 threshold=0.10114000000000002 0.079890000000000017 0.054520000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014576465130622455 0.00061472451211739523 -0.0008191924863564312 3.4681931870984873e-05 leaf_weight=97.789356976747513 232.62537369132042 400.12866251170635 90.060289144515991 leaf_count=269 383 1565 224 internal_value=0 -0.000686996 0.000452905 internal_weight=0 497.918 322.686 internal_count=2441 1834 607 is_linear=0 shrinkage=0.00048651 Tree=24 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=988.08 175.87 92.2388 threshold=0.092415000000000011 0.054520000000000006 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032551474578269331 0.0010283386544733266 0.00022097505783847483 -0.00060148843432784383 leaf_weight=37.29656545817852 284.1088791936636 118.4540024548769 300.9359070956707 leaf_count=131 450 358 1527 internal_value=0 0.0007909 -0.000499195 internal_weight=0 402.563 338.232 internal_count=2466 808 1658 is_linear=0 shrinkage=0.000556499 Tree=25 num_leaves=4 num_cat=0 split_feature=12 4 52 split_gain=938.156 297.846 78.5369 threshold=0.079890000000000017 0.30163500000000004 -0.24861499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00072880970500348752 -0.0006209710370253086 0.0012436327086095106 0.00098330143207630638 leaf_weight=10.183797731995581 353.64535896480083 34.861829847097397 330.59463758766651 leaf_count=44 1763 55 599 internal_value=0 -0.000453345 0.000931914 internal_weight=0 388.507 340.778 internal_count=2461 1818 643 is_linear=0 shrinkage=0.000609459 Tree=26 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=903.438 187.856 178.408 threshold=0.099450000000000011 0.081095000000000014 -0.24861499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030883652354562335 -0.00068122413588768752 -0.00057081103376659104 0.00090548084674793269 leaf_weight=87.145071431994438 20.994826540350914 302.16312608122826 316.33245176076889 leaf_count=255 99 1579 516 internal_value=0 -0.000373873 0.000806533 internal_weight=0 389.308 337.327 internal_count=2449 1834 615 is_linear=0 shrinkage=0.000528033 Tree=27 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=990.625 131.814 124.561 threshold=0.094405000000000003 0.054520000000000006 -0.029849999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054712778227872195 0.0010067647824529605 0.00028677923981146173 0.0004459829031002049 leaf_weight=312.19679154455662 286.13597685098648 100.18980568647385 41.654194727540016 leaf_count=1580 447 291 130 internal_value=0 0.000820181 -0.000430118 internal_weight=0 386.326 353.851 internal_count=2448 738 1710 is_linear=0 shrinkage=0.000539933 Tree=28 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1044.48 234.464 186.847 threshold=0.098950000000000024 0.079890000000000017 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003824551935501018 -0.00072629495734898649 -0.00059906200721220992 0.00097702710185202366 leaf_weight=88.999651744961739 19.061244204640388 295.76117570698261 339.34462486207485 leaf_count=261 96 1544 564 internal_value=0 -0.00037198 0.00088624 internal_weight=0 384.761 358.406 internal_count=2465 1805 660 is_linear=0 shrinkage=0.000530404 Tree=29 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=949.974 147.799 142.703 threshold=0.099195000000000019 -0.027864999999999997 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075811552000285866 0.0013092591585248858 0.00038430581339239151 -0.00029834098549598237 leaf_weight=305.2669238448143 330.86151644587517 79.539158418774605 33.908981665968895 leaf_count=1574 533 244 130 internal_value=0 -0.000521935 0.00115977 internal_weight=0 384.806 364.77 internal_count=2481 1818 663 is_linear=0 shrinkage=0.000746755 Tree=30 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=944.659 165.774 93.3515 threshold=0.092550000000000007 0.054520000000000006 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056126340396977885 0.00096258139502181897 0.0001892181101732921 0.00036937011887094282 leaf_weight=295.05667860805988 299.91782148182392 108.7346887588501 34.583561941981316 leaf_count=1545 464 331 111 internal_value=0 0.000756912 -0.000463536 internal_weight=0 408.653 329.64 internal_count=2451 795 1656 is_linear=0 shrinkage=0.000536448 Tree=31 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=946.802 243.788 95.5794 threshold=0.054520000000000006 -0.17157499999999998 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011745013173980637 0.00066161598025326392 -0.00063159932287581728 0.00053263655898515045 leaf_weight=224.14190329611301 62.564822837710381 321.55170418322086 133.43689152598381 leaf_count=339 171 1629 329 internal_value=0 -0.000420829 0.00093522 internal_weight=0 384.117 357.579 internal_count=2468 1800 668 is_linear=0 shrinkage=0.000599808 Tree=32 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=931.085 161.213 154.286 threshold=0.099195000000000019 -0.29521499999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056833985740909485 -0.00071566432646086211 0.0010805589642087726 0.00099771482698822293 leaf_weight=359.50093829631805 21.801306888461113 342.44145746529102 27.796629562973976 leaf_count=1806 104 554 57 internal_value=0 0.000972861 -0.000455687 internal_weight=0 364.243 387.298 internal_count=2521 658 1863 is_linear=0 shrinkage=0.00064151 Tree=33 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=811.284 282.452 116.283 threshold=0.079890000000000017 0.36766000000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0632205942171085e-05 -0.00057121276971924123 0.0011673664318136434 0.0010065047921232226 leaf_weight=49.436600878834724 341.32674978673458 37.564730063080788 306.41622224450111 leaf_count=173 1752 59 500 internal_value=0 -0.00039855 0.000868201 internal_weight=0 378.891 355.853 internal_count=2484 1811 673 is_linear=0 shrinkage=0.000602548 Tree=34 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=656.094 310.565 111.794 threshold=-0.049374999999999995 -0.10072999999999999 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054450731031568304 0.001168845241917146 -0.00074264432769144493 0.00036353426974520669 leaf_weight=117.91985221207142 231.46499642729759 268.30645398795605 111.96507984399796 leaf_count=350 370 1437 298 internal_value=0 -0.000349616 0.000906502 internal_weight=0 386.226 343.43 internal_count=2455 1787 668 is_linear=0 shrinkage=0.000661288 Tree=35 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=848.965 157.021 134.048 threshold=0.099325000000000011 0.081095000000000014 -0.24861499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027539506694121917 -0.00061245666833517588 -0.00066609487288932874 0.00099599957203367999 leaf_weight=89.676846161484718 21.083050459623337 281.17324483394623 335.45733964443207 leaf_count=271 98 1555 539 internal_value=0 -0.000438415 0.000900725 internal_weight=0 370.85 356.54 internal_count=2463 1826 637 is_linear=0 shrinkage=0.000619747 Tree=36 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=827.744 166.739 84.0697 threshold=0.092550000000000007 0.054520000000000006 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005454391447742682 0.0010044425154278182 0.00014114083552732771 0.0013809086185782183 leaf_weight=317.65328101813793 289.8891027122736 106.70362147688866 7.9930354207754126 leaf_count=1661 455 336 20 internal_value=0 0.000772276 -0.000497698 internal_weight=0 396.593 325.646 internal_count=2472 791 1681 is_linear=0 shrinkage=0.00059036 Tree=37 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=827.244 186.21 108.037 threshold=0.098950000000000024 -0.24861499999999997 0.079890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014273506792635948 -0.00079745878259231693 0.00043689731072031363 -0.00069890708417052203 leaf_weight=86.270502761006355 26.975173890590668 293.56469912827015 397.95488350093365 leaf_count=239 105 548 1573 internal_value=0 0.000332777 -0.000599874 internal_weight=0 320.54 484.225 internal_count=2465 653 1812 is_linear=0 shrinkage=0.000450392 Tree=38 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=784.895 133.218 88.1802 threshold=0.094405000000000003 0.054520000000000006 -0.029849999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057610612450597785 0.00083668210163223892 0.00011039684092941873 0.00030590111328471106 leaf_weight=325.11083982884884 286.51161326467991 104.89072205126286 38.465047135949135 leaf_count=1621 450 305 118 internal_value=0 0.000642134 -0.000482727 internal_weight=0 391.402 363.576 internal_count=2494 755 1739 is_linear=0 shrinkage=0.000551314 Tree=39 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=700.744 303.523 67.2657 threshold=0.054520000000000006 0.30163500000000004 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00095302771204429316 -0.00057623092324965354 0.0010454220637614825 0.00043497044605928778 leaf_weight=200.37072655558586 350.04173240065575 43.593009233474731 146.20574812591076 leaf_count=302 1723 66 340 internal_value=0 -0.000396395 0.000734693 internal_weight=0 393.635 346.576 internal_count=2431 1789 642 is_linear=0 shrinkage=0.000580162 Tree=40 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=857.47 147.812 111.424 threshold=0.094695000000000015 -0.29521499999999995 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057878889106815947 -0.00066259413410080562 0.00081183697727562829 0.00060806663038989153 leaf_weight=341.42862944304943 23.276839703321457 360.67670649290085 27.493919596076012 leaf_count=1673 108 624 75 internal_value=0 0.000722284 -0.000490181 internal_weight=0 383.954 368.923 internal_count=2480 732 1748 is_linear=0 shrinkage=0.000568026 Tree=41 num_leaves=4 num_cat=0 split_feature=3 4 13 split_gain=649.483 406.012 116.007 threshold=-0.049374999999999995 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051877115955871163 0.00087596030501978521 0.00096731502764974605 0.00022564958765198983 leaf_weight=357.55302703380585 234.45485217869282 59.074642479419708 112.05733042955399 leaf_count=1724 371 87 295 internal_value=0 -0.000307852 0.000665799 internal_weight=0 416.628 346.512 internal_count=2477 1811 666 is_linear=0 shrinkage=0.000525549 Tree=42 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=726.569 142.751 130.689 threshold=0.099450000000000011 -0.25691499999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054633279583410365 -0.00071819278834754207 0.00086063122947602818 0.00081132212570893345 leaf_weight=366.54238653182983 22.721197739243507 327.80426125228405 28.347142443060875 leaf_count=1775 104 543 56 internal_value=0 0.000758095 -0.000448671 internal_weight=0 350.525 394.89 internal_count=2478 647 1831 is_linear=0 shrinkage=0.000610165 Tree=43 num_leaves=4 num_cat=0 split_feature=3 4 52 split_gain=565.142 338.894 55.8887 threshold=-0.049374999999999995 0.30163500000000004 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004857620449677539 -0.0006235593452576753 0.00087338810083577203 0.00063537998352110596 leaf_weight=350.11976639926434 9.4754429459571821 55.966821864247322 328.69926837086678 leaf_count=1724 40 84 620 internal_value=0 -0.000298255 0.000599911 internal_weight=0 406.087 338.175 internal_count=2468 1808 660 is_linear=0 shrinkage=0.000513286 Tree=44 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=708.885 174.787 120.222 threshold=0.10124500000000002 0.079570000000000016 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024246433087814193 -0.00061447068864090351 -0.00051951807366725194 0.00072200752284062018 leaf_weight=100.87590937316418 17.828130528330803 305.60109063982964 322.35639283061028 leaf_count=274 86 1602 522 internal_value=0 -0.000330401 0.000651787 internal_weight=0 406.477 340.185 internal_count=2484 1876 608 is_linear=0 shrinkage=0.000502093 Tree=45 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=822.873 150.843 145.386 threshold=0.098950000000000024 -0.40306999999999998 0.081095000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001764620317616322 -0.00071509137745329535 0.00081948315515265903 -0.00063978766611188435 leaf_weight=87.567407384514809 21.249466434121132 322.34694474935532 306.86721788346767 leaf_count=257 100 529 1589 internal_value=0 0.000724376 -0.000458576 internal_weight=0 343.596 394.435 internal_count=2475 629 1846 is_linear=0 shrinkage=0.000558909 Tree=46 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=685.227 262.256 71.6511 threshold=0.079890000000000017 0.36766000000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087734428705295406 -0.00057072364294806553 0.00096049036696565116 0.00035490803946101727 leaf_weight=207.35356333851814 346.05614210665226 38.818343535065651 136.2910128980875 leaf_count=321 1766 59 326 internal_value=0 -0.000416051 0.000670327 internal_weight=0 384.874 343.645 internal_count=2472 1825 647 is_linear=0 shrinkage=0.000559273 Tree=47 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=868.634 141.356 83.0534 threshold=0.10114000000000002 0.078300000000000008 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018644834831191138 0.00088612223906244035 -0.00058269534999097852 0.00020215011415377786 leaf_weight=90.47941817343235 285.15349799394608 307.79074288904667 63.662813261151314 leaf_count=259 453 1588 166 internal_value=0 -0.000407957 0.000761395 internal_weight=0 398.27 348.816 internal_count=2466 1847 619 is_linear=0 shrinkage=0.000541119 Tree=48 num_leaves=4 num_cat=0 split_feature=12 4 484 split_gain=752.682 263.008 62.5598 threshold=0.079890000000000017 0.30163500000000004 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017517460251134125 -0.00060966801105240146 0.0010515808560337785 0.00084051243410273354 leaf_weight=23.728082448244095 342.7217907756567 38.781757742166519 342.08123609423637 leaf_count=72 1722 60 609 internal_value=0 -0.000440535 0.000774597 internal_weight=0 381.504 365.809 internal_count=2463 1782 681 is_linear=0 shrinkage=0.000605349 Tree=49 num_leaves=4 num_cat=0 split_feature=3 4 13 split_gain=526.999 335.67 110.033 threshold=-0.053364999999999996 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062439057960547424 0.0010410611061237793 0.0011607087126523962 0.00022129048657116828 leaf_weight=341.88207137584686 231.96107971668243 56.362801685929298 111.6473041921854 leaf_count=1716 378 84 296 internal_value=0 -0.000371494 0.000774855 internal_weight=0 398.245 343.608 internal_count=2474 1800 674 is_linear=0 shrinkage=0.000678303 Tree=50 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=802.69 157.712 137.652 threshold=0.097070000000000004 -0.29521499999999995 0.079890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019466224895996174 -0.00066716560407644051 0.00077084750362387162 -0.00056620736549573328 leaf_weight=82.436048045754433 21.984210655093193 339.80024206638336 297.74402555823326 leaf_count=243 105 565 1559 internal_value=0 0.000683286 -0.000401216 internal_weight=0 361.784 380.18 internal_count=2472 670 1802 is_linear=0 shrinkage=0.000521252 Tree=51 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=683.274 181.813 76.5402 threshold=0.078300000000000008 -0.24404999999999996 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081968348504080709 0.00045965853752840796 -0.00049388879197131486 0.00033032754077411217 leaf_weight=215.45899152755737 60.788108065724373 326.97932690382004 132.82899953424931 leaf_count=327 158 1655 318 internal_value=0 -0.000344317 0.000633221 internal_weight=0 387.767 348.288 internal_count=2458 1813 645 is_linear=0 shrinkage=0.000506641 Tree=52 num_leaves=4 num_cat=0 split_feature=1 12 12 split_gain=818.232 143.472 64.6712 threshold=0.098950000000000024 0.081095000000000014 0.054520000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015449220547373666 0.00076215525878223797 -0.00053179177114473053 0.00028646486320443068 leaf_weight=91.752468034625053 264.13219298422337 291.05571749806404 87.316273555159569 leaf_count=268 402 1532 232 internal_value=0 -0.000367304 0.0006441 internal_weight=0 382.808 351.448 internal_count=2434 1800 634 is_linear=0 shrinkage=0.000478684 Tree=53 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=737.723 150.839 75.5343 threshold=0.092550000000000007 -0.29521499999999995 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00070342263160605662 -0.00077227249814840106 0.00085143093087565978 0.00014684128977810346 leaf_weight=276.07804884016514 25.892330825328827 378.81190612912178 52.856344237923622 leaf_count=1453 123 678 193 internal_value=0 0.000747364 -0.000566791 internal_weight=0 404.704 328.934 internal_count=2447 801 1646 is_linear=0 shrinkage=0.000651851 Tree=54 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=736.713 146.13 109.918 threshold=0.098950000000000024 0.079890000000000017 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024458158914716211 0.0008253316757446125 -0.000579027456975274 -0.00020698522562552783 leaf_weight=84.956072896718979 311.74960254132748 294.92107303440571 35.120843589305878 leaf_count=240 504 1560 128 internal_value=0 -0.000394817 0.000720776 internal_weight=0 379.877 346.87 internal_count=2432 1800 632 is_linear=0 shrinkage=0.000553522 Tree=55 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=729.385 167.743 123.18 threshold=0.098950000000000024 0.081095000000000014 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027563349305783735 -0.00075338598895629758 -0.00067843940717091924 0.00085486284696473854 leaf_weight=90.81018653512001 18.70937280356884 284.9842147231102 340.23807922005653 leaf_count=255 91 1552 562 internal_value=0 -0.000447876 0.000770828 internal_weight=0 375.794 358.947 internal_count=2460 1807 653 is_linear=0 shrinkage=0.000611515 Tree=56 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=707.609 120.163 104.072 threshold=0.098950000000000024 -0.29521499999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054075124035102892 -0.00072532582665273192 0.00092139352209887895 0.00080160164076299777 leaf_weight=356.05356287956238 20.243464604020119 348.73025088012218 26.82540225982666 leaf_count=1782 97 572 53 internal_value=0 0.000830855 -0.000446496 internal_weight=0 368.974 382.879 internal_count=2504 669 1835 is_linear=0 shrinkage=0.000658321 Tree=57 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=683.452 123.873 64.0707 threshold=0.091615000000000016 0.32636500000000007 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058975374926083473 0.00070457894910106312 -0.00085654869415758628 0.0010843346591072813 leaf_weight=302.69887074828148 385.08676433563232 18.885473668575287 8.260029584169386 leaf_count=1590 750 78 22 internal_value=0 0.00063138 -0.00054491 internal_weight=0 403.972 310.959 internal_count=2440 828 1612 is_linear=0 shrinkage=0.00059652 Tree=58 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=717.852 275.388 106.667 threshold=0.079890000000000017 0.23716000000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6727038354938132e-05 -0.00046722183061471018 0.00061425357828642595 0.00067100036211074953 leaf_weight=52.151141732931137 332.84493006765842 56.017324268817902 311.82200473546982 leaf_count=176 1707 111 510 internal_value=0 -0.000311299 0.00057105 internal_weight=0 388.862 363.973 internal_count=2504 1818 686 is_linear=0 shrinkage=0.000451615 Tree=59 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=662.135 151.184 111.88 threshold=0.098950000000000024 0.081095000000000014 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028514640436240165 -0.00093007051096073885 -0.00072039970975608316 0.00090806612170058376 leaf_weight=90.383719608187675 15.709695145487784 275.77320341765881 334.87115068733692 leaf_count=257 79 1536 560 internal_value=0 -0.000472175 0.000825428 internal_weight=0 366.157 350.581 internal_count=2432 1793 639 is_linear=0 shrinkage=0.000674966 Tree=60 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=772.842 256.944 70.6595 threshold=0.079890000000000017 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00080330093787089375 -0.00048944646735840658 0.00082734536290225561 0.00037036933307676523 leaf_weight=221.35189017653465 341.94064524769783 38.758674576878548 148.72566469013691 leaf_count=339 1719 60 352 internal_value=0 -0.000355181 0.00062948 internal_weight=0 380.699 370.078 internal_count=2470 1779 691 is_linear=0 shrinkage=0.000485273 Tree=61 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=643.368 150.996 107.287 threshold=0.099195000000000019 0.081095000000000014 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020911349709992055 -0.00068131147532691973 -0.0006174769133882569 0.0007474324865219806 leaf_weight=95.274522840976715 17.601406186819077 271.00501738488674 325.53981930017471 leaf_count=272 87 1524 545 internal_value=0 -0.000402471 0.000673947 internal_weight=0 366.28 343.141 internal_count=2428 1796 632 is_linear=0 shrinkage=0.000564949 Tree=62 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=739.556 132.132 90.2762 threshold=0.10098000000000001 -0.40306999999999998 0.081095000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017849723367162858 -0.0007586039504063496 0.00044168819749575871 -0.00067526365736268095 leaf_weight=100.0066000521183 21.338925212621689 278.83333636820316 387.38614983856678 leaf_count=283 85 536 1576 internal_value=0 0.00035611 -0.000573398 internal_weight=0 300.172 487.393 internal_count=2480 621 1859 is_linear=0 shrinkage=0.00046592 Tree=63 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=727.36 148.03 84.7989 threshold=0.098950000000000024 -0.29521499999999995 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021292539374322448 -0.00071007658353084921 0.00041405380457205812 -0.00067459728524605083 leaf_weight=104.32534880936146 25.913833603262901 283.62868098914623 362.94588807225227 leaf_count=307 102 550 1497 internal_value=0 0.000319723 -0.000571598 internal_weight=0 309.543 467.271 internal_count=2456 652 1804 is_linear=0 shrinkage=0.00045103 Tree=64 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=798.869 146.682 126.928 threshold=0.098950000000000024 0.079890000000000017 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011321321696497377 -0.00050881298345755593 -0.00050598719115563348 0.00058303677699027094 leaf_weight=91.713639423251152 21.033979177474976 320.23053342103958 330.8671156167984 leaf_count=253 94 1568 547 internal_value=0 -0.000368138 0.000517633 internal_weight=0 411.944 351.901 internal_count=2462 1821 641 is_linear=0 shrinkage=0.000431792 Tree=65 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=631.208 134.35 120.329 threshold=0.098950000000000024 0.078300000000000008 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017652603103067861 -0.00083485379905937486 -0.00071821954821781888 0.00078396935690100151 leaf_weight=91.914792612195015 20.536722779273987 308.75294658541679 323.29247105121613 leaf_count=249 96 1572 554 internal_value=0 -0.000512969 0.000687038 internal_weight=0 400.668 343.829 internal_count=2471 1821 650 is_linear=0 shrinkage=0.000649824 Tree=66 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=684.911 121.59 111.717 threshold=0.10098000000000001 -0.24861499999999997 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032557670076185859 -0.00060240791917913407 0.00069924586052757208 -0.00054143892350691373 leaf_weight=50.190018862485886 22.73302449285984 316.84941156208515 357.95135600864887 leaf_count=158 100 526 1674 internal_value=0 0.000611938 -0.00043476 internal_weight=0 339.582 408.141 internal_count=2458 626 1832 is_linear=0 shrinkage=0.0005446 Tree=67 num_leaves=4 num_cat=0 split_feature=1 123 16 split_gain=656.437 103.022 98.8319 threshold=0.099325000000000011 0.080635000000000012 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053945900421686931 0.00071964350389643907 0.00063297129545992711 -0.00032076321502443332 leaf_weight=371.51707193255424 314.25080654025078 26.447926983237267 33.318284302949905 leaf_count=1771 528 51 121 internal_value=0 -0.000461386 0.000619838 internal_weight=0 397.965 347.569 internal_count=2471 1822 649 is_linear=0 shrinkage=0.000574902 Tree=68 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=562.124 235.461 81.9116 threshold=0.054520000000000006 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081975568003513479 -0.00061040955515937292 0.00089741704154526274 0.00021905857875607258 leaf_weight=207.39354871213436 353.71574124693871 40.575140565633774 130.26484340429306 leaf_count=333 1744 63 324 internal_value=0 -0.000455034 0.000588163 internal_weight=0 394.291 337.658 internal_count=2464 1807 657 is_linear=0 shrinkage=0.000593504 Tree=69 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=678.617 241.219 80.0683 threshold=0.040165000000000006 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00084208209440284607 -0.0006026347147608705 0.00087780734510746472 0.00029065472855103027 leaf_weight=197.83153101801872 360.05431061983109 37.791813522577286 140.35743449628353 leaf_count=304 1736 58 337 internal_value=0 -0.000461799 0.000613397 internal_weight=0 397.846 338.189 internal_count=2435 1794 641 is_linear=0 shrinkage=0.000558123 Tree=70 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=683.251 134.071 99.7442 threshold=0.094405000000000003 -0.24861499999999997 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032657943293109036 -0.00069955694382129634 0.00067021959389556142 -0.00059902098187256006 leaf_weight=41.910867169499397 24.320042386651039 357.95405687391758 328.92642763257027 leaf_count=138 110 634 1601 internal_value=0 0.000582896 -0.000494346 internal_weight=0 382.274 370.837 internal_count=2483 744 1739 is_linear=0 shrinkage=0.000565505 Tree=71 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=609.762 129.306 91.0268 threshold=0.092415000000000011 0.085665000000000005 0.062320000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058417854560395435 0.00066905070776464694 -1.6547317506312704e-05 0.0004965039069360353 leaf_weight=317.92878615856171 273.24837221205235 110.04103110730648 23.817974373698235 leaf_count=1606 459 338 66 internal_value=0 0.000472271 -0.000508723 internal_weight=0 383.289 341.747 internal_count=2469 797 1672 is_linear=0 shrinkage=0.000534059 Tree=72 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=592.215 132.25 107.822 threshold=0.10098000000000001 0.079890000000000017 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014963218885117644 -0.00075893389184931786 -0.00064996061507249 0.00073060605498781125 leaf_weight=101.13043385744095 18.859001755714417 305.01798275113106 308.41977821290493 leaf_count=277 90 1595 526 internal_value=0 -0.000450877 0.000644543 internal_weight=0 406.148 327.279 internal_count=2488 1872 616 is_linear=0 shrinkage=0.000606082 Tree=73 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=702.644 142.054 99.7894 threshold=0.095025000000000012 -0.40306999999999998 -0.029849999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054976297025546882 -0.00073692934787420177 0.00060355043637382293 0.00026722177352878757 leaf_weight=325.44644419848919 21.343431249260902 356.13935258984566 43.25854954123497 leaf_count=1600 100 625 127 internal_value=0 0.000527562 -0.000453858 internal_weight=0 377.483 368.705 internal_count=2452 725 1727 is_linear=0 shrinkage=0.000505727 Tree=74 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=602.884 121.906 101.788 threshold=0.10124500000000002 0.081095000000000014 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010674407681491507 -0.000672724695941851 -0.00058769920211353729 0.00065865104414788175 leaf_weight=100.44371151924133 17.943709060549736 296.00541359186172 310.90320038795471 leaf_count=282 86 1563 530 internal_value=0 -0.000411776 0.0005858 internal_weight=0 396.449 328.847 internal_count=2461 1845 616 is_linear=0 shrinkage=0.000544791 Tree=75 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=698.156 117.37 104.847 threshold=0.10114000000000002 1.0000000180025095e-35 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057486137439534055 -0.00073107119111678767 0.00066608055757112869 0.00073906520895233526 leaf_weight=376.03577876091003 17.727935761213303 28.429573968052864 319.43804430961609 leaf_count=1801 84 55 539 internal_value=0 -0.000487476 0.000661549 internal_weight=0 404.465 337.166 internal_count=2479 1856 623 is_linear=0 shrinkage=0.000589778 Tree=76 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=560.419 117.162 114.285 threshold=0.094695000000000015 -0.29521499999999995 -0.11949999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040959248878400217 -0.00069935048806951043 0.00063048115343700367 -0.00059987452712697339 leaf_weight=43.14375314116478 23.94421198964119 343.74712769687176 316.31605210900307 leaf_count=138 111 627 1607 internal_value=0 0.000543695 -0.000478625 internal_weight=0 367.691 359.46 internal_count=2483 738 1745 is_linear=0 shrinkage=0.000582307 Tree=77 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=586.123 147.875 96.836 threshold=0.10384000000000002 1.0000000180025095e-35 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055574104262506624 -0.00086495846861576434 0.00074965717920920318 0.00076201814068798898 leaf_weight=381.45588074624538 14.746652022004126 36.651447057723999 296.87922927737236 leaf_count=1846 73 66 502 internal_value=0 -0.000441139 0.000684744 internal_weight=0 418.107 311.626 internal_count=2487 1912 575 is_linear=0 shrinkage=0.000621508 Tree=78 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=695.867 133.934 97.1347 threshold=0.092415000000000011 0.054520000000000006 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028577979869756534 0.00066724050817180622 5.5382163391401597e-05 -0.00051465678691068955 leaf_weight=38.568527951836586 286.57924650609493 113.08187951147556 310.00113049149513 leaf_count=126 462 341 1526 internal_value=0 0.000494183 -0.000426027 internal_weight=0 399.661 348.57 internal_count=2455 803 1652 is_linear=0 shrinkage=0.00047606 Tree=79 num_leaves=4 num_cat=0 split_feature=1 159 376 split_gain=621.035 105.805 102.985 threshold=0.098950000000000024 -1.0000000180025095e-35 0.049360000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047116027329614611 -0.00045775266905518746 0.00064023054235540157 0.00073158317341061232 leaf_weight=376.42265932261944 25.845827087759972 309.71729317307472 20.362206012010574 leaf_count=1814 82 552 37 internal_value=0 0.000555537 -0.000409249 internal_weight=0 335.563 396.785 internal_count=2485 634 1851 is_linear=0 shrinkage=0.000522091 Tree=80 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=575.613 203.905 104.449 threshold=0.054520000000000006 0.30163500000000004 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018890530462093756 -0.00058383708498945528 0.00086354803806960791 0.00074710191933379552 leaf_weight=48.859024494886398 353.37619517743587 37.694432690739632 288.5427447706461 leaf_count=160 1787 60 489 internal_value=0 -0.00044412 0.000611541 internal_weight=0 391.071 337.402 internal_count=2496 1847 649 is_linear=0 shrinkage=0.000592272 Tree=81 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=561.976 124.002 86.2627 threshold=0.094695000000000015 -0.29521499999999995 0.079890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9725579840898726e-05 -0.00076274284357595644 0.00063485353193222646 -0.0006367265741330871 leaf_weight=74.450047850608826 22.816764578223228 344.01609370112419 272.17317463457584 leaf_count=221 109 626 1490 internal_value=0 0.000547718 -0.000485017 internal_weight=0 366.833 346.623 internal_count=2446 735 1711 is_linear=0 shrinkage=0.000581671 Tree=82 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=715.389 117.099 116.179 threshold=0.099325000000000011 1.0000000180025095e-35 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003977643895827473 -0.00047619486261028918 0.00048489055859559147 0.00052494316870461987 leaf_weight=366.5180094987154 20.639443665742874 27.084632262587547 333.84768141806126 leaf_count=1783 94 52 557 internal_value=0 -0.000336906 0.000466522 internal_weight=0 393.603 354.487 internal_count=2486 1835 651 is_linear=0 shrinkage=0.000410292 Tree=83 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=579.336 129.19 103.704 threshold=0.099325000000000011 0.079890000000000017 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014390805030771152 -0.00088195791824374227 -0.00070876741180665509 0.0007343106666516775 leaf_weight=96.089096382260323 16.920299395918846 290.5786864310503 314.7084337323904 leaf_count=269 85 1592 552 internal_value=0 -0.000496892 0.000651576 internal_weight=0 386.668 331.629 internal_count=2498 1861 637 is_linear=0 shrinkage=0.000637625 Tree=84 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=614.899 129.576 75.5511 threshold=0.092415000000000011 -0.24861499999999997 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002048990887273736 -0.00048834765496519382 0.00047140207480638445 -0.00043772191536577148 leaf_weight=36.741735711693764 26.99447438120842 372.06019474565983 303.99486231803894 leaf_count=127 123 692 1539 internal_value=0 0.00040636 -0.000368383 internal_weight=0 399.055 340.737 internal_count=2481 815 1666 is_linear=0 shrinkage=0.000423636 Tree=85 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=628.447 158.769 73.7265 threshold=0.040165000000000006 -0.17157499999999998 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064854062007859564 0.0002926707391806115 -0.00047582990478296566 0.00022670740172374949 leaf_weight=204.3430871963501 63.623911827802658 322.28882963955402 137.14925903081894 leaf_count=320 170 1616 330 internal_value=0 -0.000349082 0.000479255 internal_weight=0 385.913 341.492 internal_count=2436 1786 650 is_linear=0 shrinkage=0.000444822 Tree=86 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=527.443 201.447 54.18 threshold=0.054520000000000006 0.36766000000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00077607477811353018 -0.0005551012094612499 0.00079152960865074809 0.00029713783830219589 leaf_weight=199.44530527293682 346.4189368635416 41.743766024708748 132.17169637978077 leaf_count=327 1777 68 316 internal_value=0 -0.000410095 0.000585351 internal_weight=0 388.163 331.617 internal_count=2488 1845 643 is_linear=0 shrinkage=0.000579727 Tree=87 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=614.245 130.361 90.5388 threshold=0.10098000000000001 0.081095000000000014 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1763126819639827e-05 -0.00069152152275612296 -0.00056525794859297479 0.00061966310633929024 leaf_weight=106.76424287259579 14.125170290470122 287.34090580046177 303.90014705061913 leaf_count=303 72 1547 519 internal_value=0 -0.000387293 0.000561204 internal_weight=0 394.105 318.025 internal_count=2441 1850 591 is_linear=0 shrinkage=0.000507799 Tree=88 num_leaves=4 num_cat=0 split_feature=3 3 52 split_gain=484.257 305.808 62.732 threshold=-0.049374999999999995 -0.10072999999999999 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037248903298737839 -0.00069315989798303802 -0.00063017515335311739 0.00058623005666321034 leaf_weight=124.76804682612419 11.211894765496252 283.28979244828224 322.75023449957371 leaf_count=352 47 1463 619 internal_value=0 -0.000323582 0.00054306 internal_weight=0 408.058 333.962 internal_count=2481 1815 666 is_linear=0 shrinkage=0.000533789 Tree=89 num_leaves=4 num_cat=0 split_feature=1 52 40 split_gain=795.342 139.117 120.906 threshold=0.10044000000000002 -0.29521499999999995 -0.074429999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050728283678398234 -0.00050551938268940638 0.00060673862246645881 -0.00040010620466176974 leaf_weight=28.829312905669212 21.923437654972076 327.81829389929771 390.41833324730396 leaf_count=58 99 531 1802 internal_value=0 0.000536878 -0.000337591 internal_weight=0 349.742 419.248 internal_count=2490 630 1860 is_linear=0 shrinkage=0.000428233 Tree=90 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=666.854 241.186 73.2229 threshold=0.078300000000000008 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065582234654908481 -0.00046346255329532757 0.00068095944436669391 0.0002398459057063682 leaf_weight=207.79089923202991 353.86250223219395 39.626000493764877 135.92168942093849 leaf_count=324 1717 62 323 internal_value=0 -0.000348053 0.000491455 internal_weight=0 393.489 343.713 internal_count=2426 1779 647 is_linear=0 shrinkage=0.000440399 Tree=91 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=591.147 138.69 83.2816 threshold=0.091615000000000016 0.054520000000000006 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063796256635592988 0.00081845706958226419 6.6260598247229231e-06 0.00057085365238077014 leaf_weight=303.51237916946411 287.53326740860939 116.21054184436798 24.119402185082436 leaf_count=1585 474 363 69 internal_value=0 0.000584852 -0.000548808 internal_weight=0 403.744 327.632 internal_count=2491 837 1654 is_linear=0 shrinkage=0.00062716 Tree=92 num_leaves=4 num_cat=0 split_feature=1 457 16 split_gain=589.193 81.7717 74.4554 threshold=0.099325000000000011 0.082380000000000009 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057495832835251985 0.000753537173539653 0.000368189791443309 -0.00019514060694990896 leaf_weight=340.19091276824474 300.65846468508244 39.570443823933601 35.710227221250534 leaf_count=1720 513 125 129 internal_value=0 -0.000476604 0.00065279 internal_weight=0 379.761 336.369 internal_count=2487 1845 642 is_linear=0 shrinkage=0.000621516 Tree=93 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=582.579 109.097 81.7508 threshold=0.10114000000000002 0.079570000000000016 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012654374815967376 0.00087346589188693152 -0.00070745168099587818 -1.1110967232580455e-05 leaf_weight=94.655578136444092 272.88302366435528 289.36207622289658 57.544361278414726 leaf_count=266 463 1596 157 internal_value=0 -0.000501905 0.000719464 internal_weight=0 384.018 330.427 internal_count=2482 1862 620 is_linear=0 shrinkage=0.000674477 Tree=94 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=486.726 206.648 63.5131 threshold=0.079890000000000017 0.30163500000000004 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000803535105821709 -0.00058303509360798874 0.00085267851548832862 0.00026169688974836993 leaf_weight=195.72256480157375 328.70915684103966 40.914912208914757 131.80173552036285 leaf_count=325 1744 66 324 internal_value=0 -0.000423901 0.000585654 internal_weight=0 369.624 327.524 internal_count=2459 1810 649 is_linear=0 shrinkage=0.00060311 Tree=95 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=515.48 104.729 73.819 threshold=0.092415000000000011 0.25874500000000006 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00067846168178226877 0.00064814975758112478 -0.00075851926134621727 0.00036791613299844568 leaf_weight=284.45551200211048 364.71769995987415 24.391034364700317 32.499831348657608 leaf_count=1564 734 93 103 internal_value=0 0.000559781 -0.000571077 internal_weight=0 389.109 316.955 internal_count=2494 827 1667 is_linear=0 shrinkage=0.000658392 Tree=96 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=362.698 258.359 98.4133 threshold=-0.049374999999999995 -0.10072999999999999 -0.0016149999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000349254483823791 0.00067646854983180178 -0.0005783663486764154 5.2188329408925026e-05 leaf_weight=119.94963064789772 208.86151982843876 268.36891441047192 104.75649838149548 leaf_count=352 365 1491 283 internal_value=0 -0.000291811 0.000468036 internal_weight=0 388.319 313.618 internal_count=2491 1843 648 is_linear=0 shrinkage=0.000525617 Tree=97 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=579.328 181.59 90.3898 threshold=0.079890000000000017 0.12500000000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012942797295556564 -0.00049755627717828327 0.00082226394929114108 0.00066700727149260396 leaf_weight=45.975942090153694 343.1305920779705 31.852889224886894 303.56126888096333 leaf_count=148 1743 52 519 internal_value=0 -0.000385232 0.000562241 internal_weight=0 374.983 349.537 internal_count=2462 1795 667 is_linear=0 shrinkage=0.00052954 Tree=98 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=564.669 119.843 116.004 threshold=0.10114000000000002 0.078300000000000008 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011787125529517401 -0.00058002121461053432 -0.0004515719153765918 0.00053895101821177884 leaf_weight=96.461090713739395 19.240627124905586 293.73243948817253 314.91981603205204 leaf_count=264 90 1595 535 internal_value=0 -0.000310804 0.000474349 internal_weight=0 390.194 334.16 internal_count=2484 1859 625 is_linear=0 shrinkage=0.000443371 Tree=99 num_leaves=4 num_cat=0 split_feature=12 16 52 split_gain=559.831 136.037 51.6983 threshold=0.079890000000000017 -0.18708499999999997 -0.29521499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047558659249385179 0.00029365522579203544 -0.0004404966811873419 0.0004698937708740698 leaf_weight=11.281104475259779 56.262506082653999 322.18410038948059 330.01177573204041 leaf_count=44 155 1660 622 internal_value=0 -0.000331298 0.000438496 internal_weight=0 378.447 341.293 internal_count=2481 1815 666 is_linear=0 shrinkage=0.000435905 Tree=100 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=513.151 118.015 75.4843 threshold=0.092415000000000011 0.054520000000000006 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036481566704939293 0.00091153965054927336 -1.7092443553070772e-07 -0.00074345693282105258 leaf_weight=38.073658481240273 276.04810166358948 108.00804629921913 282.58574089407921 leaf_count=137 468 337 1548 internal_value=0 0.000655214 -0.000611784 internal_weight=0 384.056 320.659 internal_count=2490 805 1685 is_linear=0 shrinkage=0.000739495 Tree=101 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=478.164 110.66 101.956 threshold=0.099325000000000011 -0.40306999999999998 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2808853772071849e-05 -0.00080212111499308313 0.00064212008866480514 -0.00059283053040341197 leaf_weight=100.28636102378368 18.712109133601189 311.02756957709789 261.21307960152626 leaf_count=308 94 554 1509 internal_value=0 0.000559918 -0.000402652 internal_weight=0 329.74 361.499 internal_count=2465 648 1817 is_linear=0 shrinkage=0.000578148 Tree=102 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=557.581 111.298 105.325 threshold=0.098950000000000024 -0.40306999999999998 0.081095000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.9423281806086606e-05 -0.00078017235635644542 0.00064198105665369835 -0.00060480471772662891 leaf_weight=94.814935639500618 18.21036858856678 317.82138404250145 278.39891867339611 leaf_count=271 91 557 1558 internal_value=0 0.000564677 -0.000431005 internal_weight=0 336.032 373.214 internal_count=2477 648 1829 is_linear=0 shrinkage=0.000560797 Tree=103 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=518.946 120.844 98.8347 threshold=0.092415000000000011 0.054520000000000006 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032791077100182407 0.00063549904047389939 5.210517458071941e-06 -0.00052580518512033612 leaf_weight=40.823984414339066 280.91570779681206 112.4730629324913 287.48517213761806 leaf_count=137 475 348 1534 internal_value=0 0.000455347 -0.000419573 internal_weight=0 393.389 328.309 internal_count=2494 823 1671 is_linear=0 shrinkage=0.000513866 Tree=104 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=552.72 117.812 107.428 threshold=0.099325000000000011 0.081095000000000014 -0.27957499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001214187835431431 -0.00068541118641780928 -0.00057763607920872646 0.00063104327686244028 leaf_weight=93.004161402583122 18.938425630331039 278.01975756883621 309.88315503299236 leaf_count=263 91 1537 538 internal_value=0 -0.000402421 0.000555015 internal_weight=0 371.024 328.822 internal_count=2429 1800 629 is_linear=0 shrinkage=0.000537783 Tree=105 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=591.342 133.157 88.7325 threshold=0.099515000000000006 -0.29521499999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056758237098356132 -0.00068432294041371349 0.00039980305360316152 0.00031664332541654589 leaf_weight=436.97906598448753 25.630434468388557 269.12543208897114 24.797488883137703 leaf_count=1789 103 544 51 internal_value=0 0.000305309 -0.000520034 internal_weight=0 294.756 461.777 internal_count=2487 647 1840 is_linear=0 shrinkage=0.000455315 Tree=106 num_leaves=4 num_cat=0 split_feature=4 3 150 split_gain=507.157 345.234 1.90936 threshold=0.28064000000000006 -0.048654999999999997 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004364474272791705 0.00062806449003074603 0.00027147382653165187 0.00073595005275253983 leaf_weight=358.1761274933815 130.71567422151566 201.94305847585201 47.516968607902527 leaf_count=1702 200 467 67 internal_value=0 -0.000181213 0.000657271 internal_weight=0 560.119 178.233 internal_count=2436 2169 267 is_linear=0 shrinkage=0.000433052 Tree=107 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=595.943 113.531 90.8091 threshold=0.098950000000000024 0.081095000000000014 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0226264133564978e-05 0.00048880134855373999 -0.00045478468153810705 -0.00020312799218269974 leaf_weight=94.113801464438438 287.7654330432415 312.70742098987103 36.025284305214882 leaf_count=268 496 1598 127 internal_value=0 -0.000335659 0.000411773 internal_weight=0 406.821 323.791 internal_count=2489 1866 623 is_linear=0 shrinkage=0.000411176 Tree=108 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=628.568 223.402 108.711 threshold=0.054520000000000006 0.36766000000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017248239077997186 -0.00050287353667148821 0.00067564847414020902 0.00061394252111191536 leaf_weight=46.156161800026894 352.66937305033207 40.570365637540817 289.52908404171467 leaf_count=153 1746 65 486 internal_value=0 -0.000381128 0.000505789 internal_weight=0 393.24 335.685 internal_count=2450 1811 639 is_linear=0 shrinkage=0.000476133 Tree=109 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=534.225 153.203 73.3142 threshold=0.10423500000000001 1.0000000180025095e-35 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057517056723871407 -0.0006822175791558339 0.00075435306865043227 0.00077069708592307951 leaf_weight=372.86858606338501 15.268381118774412 40.13617117702961 279.19329483807087 leaf_count=1842 70 73 479 internal_value=0 -0.000445797 0.00069513 internal_weight=0 413.005 294.462 internal_count=2464 1915 549 is_linear=0 shrinkage=0.000647303 Tree=110 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=685.155 156.968 102.613 threshold=0.099450000000000011 0.083325000000000024 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001007317198751812 0.00057767839723089941 -0.00051189028284789092 -0.00021524562146651093 leaf_weight=111.0151614099741 307.57248981297016 300.3144573122263 35.210618481040001 leaf_count=324 506 1507 125 internal_value=0 -0.000346565 0.000496186 internal_weight=0 411.33 342.783 internal_count=2462 1831 631 is_linear=0 shrinkage=0.000440308 Tree=111 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=639.519 102.331 100.528 threshold=0.094405000000000003 -0.12077499999999998 0.054520000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030997245078280105 0.00072815216930270806 -0.00058016073405115095 9.9372708662796627e-05 leaf_weight=44.331856325268745 268.81191557645798 320.96631561219692 107.55078853666782 leaf_count=140 438 1569 302 internal_value=0 -0.000472074 0.000548553 internal_weight=0 365.298 376.363 internal_count=2449 1709 740 is_linear=0 shrinkage=0.000549579 Tree=112 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=529.264 119.58 95.1748 threshold=0.098950000000000024 1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017506181249047346 -0.0010302196387693527 -0.00078954482734121224 0.00080305697547868146 leaf_weight=91.141312450170517 16.029492810368538 293.16808323562145 310.58971498906612 leaf_count=248 79 1602 558 internal_value=0 -0.000560798 0.000712763 internal_weight=0 384.309 326.619 internal_count=2487 1850 637 is_linear=0 shrinkage=0.000735701 Tree=113 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=706.246 129.634 126.601 threshold=0.099195000000000019 0.081095000000000014 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5092224205406781e-05 -0.00057494340197921756 -0.00055935893777439647 0.00058827047024307192 leaf_weight=91.435285657644272 22.431698173284531 303.94195526838303 329.42928531765938 leaf_count=259 100 1565 558 internal_value=0 -0.000410341 0.000513954 internal_weight=0 395.377 351.861 internal_count=2482 1824 658 is_linear=0 shrinkage=0.000474635 Tree=114 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=603.162 140.418 111.291 threshold=0.098950000000000024 -0.29521499999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045665948613459492 -0.00067209359473136606 0.00060661575130175499 0.00059104583328387582 leaf_weight=361.85551322996616 22.983553528785706 327.90755087137222 27.281108379364014 leaf_count=1755 106 559 51 internal_value=0 0.000522672 -0.000383059 internal_weight=0 350.891 389.137 internal_count=2471 665 1806 is_linear=0 shrinkage=0.000501027 Tree=115 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=523.782 102.139 77.9299 threshold=0.099325000000000011 0.083325000000000024 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5986863629215251e-05 0.00064922123395574373 -0.00061343298952053888 -0.00024318003119345435 leaf_weight=104.1093132942915 287.36448092758656 272.90251690149307 35.195919707417488 leaf_count=317 503 1504 127 internal_value=0 -0.000431379 0.000551797 internal_weight=0 377.012 322.56 internal_count=2451 1821 630 is_linear=0 shrinkage=0.000566491 Tree=116 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=550.83 206.92 61.4168 threshold=0.079890000000000017 0.23716000000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064479652888820287 -0.00051494082500434498 0.00054768954541524082 0.0002289590920598172 leaf_weight=203.4478717148304 319.1099122017622 49.056970968842506 139.17759625613689 leaf_count=335 1661 99 336 internal_value=0 -0.000373226 0.00047601 internal_weight=0 368.167 342.625 internal_count=2431 1760 671 is_linear=0 shrinkage=0.000482112 Tree=117 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=574.89 112.6 106.689 threshold=0.10098000000000001 0.064970000000000014 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004095454989770567 -0.0005626637910226503 0.00051531282509139481 0.00052967486060733393 leaf_weight=367.06191444396973 19.225091680884361 28.767214849591255 308.01300324499607 leaf_count=1751 92 73 531 internal_value=0 -0.000342204 0.00046533 internal_weight=0 395.829 327.238 internal_count=2447 1824 623 is_linear=0 shrinkage=0.000450851 Tree=118 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=555.291 108.333 103.303 threshold=0.10098000000000001 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030813986978413428 -0.00056061727441652446 -0.00045850089572797837 0.0005817961863498882 leaf_weight=51.1859470307827 20.377681821584702 345.21356153488159 302.73557879030704 leaf_count=160 95 1688 521 internal_value=0 -0.000359448 0.000509579 internal_weight=0 396.4 323.113 internal_count=2464 1848 616 is_linear=0 shrinkage=0.000492115 Tree=119 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=499.187 114.446 76.0433 threshold=0.10098000000000001 0.083325000000000024 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1355472564089473e-05 0.00078615820764842701 -0.0007061435588492336 -5.079224362428362e-05 leaf_weight=112.38477958738804 261.0290447473526 271.35175789892673 56.947674319148064 leaf_count=335 463 1495 158 internal_value=0 -0.000475553 0.0006363 internal_weight=0 383.737 317.977 internal_count=2451 1830 621 is_linear=0 shrinkage=0.000656327 Tree=120 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=567.663 119.288 91.6145 threshold=0.092415000000000011 0.054520000000000006 0.062320000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043744605674994732 0.00053720381773157255 1.1512707522673559e-05 0.00041955140928768637 leaf_weight=320.20955318212509 266.88340616226196 112.08507117629051 24.474544033408165 leaf_count=1622 448 340 68 internal_value=0 0.000381773 -0.000376478 internal_weight=0 378.968 344.684 internal_count=2478 788 1690 is_linear=0 shrinkage=0.000427643 Tree=121 num_leaves=4 num_cat=0 split_feature=3 4 13 split_gain=508.82 278.227 98.8211 threshold=-0.053364999999999996 0.30163500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040454311629373489 0.00054998724878233397 0.00060274816158874614 9.7365025529029683e-05 leaf_weight=345.09516426920891 217.87198396027088 49.888150468468666 118.69269917905331 leaf_count=1676 365 77 309 internal_value=0 -0.000277183 0.000390451 internal_weight=0 394.983 336.565 internal_count=2427 1753 674 is_linear=0 shrinkage=0.000399049 Tree=122 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=632.57 132.586 93.4191 threshold=0.10098000000000001 -0.29521499999999995 0.079890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000108482820732645 -0.00067854687183147196 0.00038449867183387905 -0.00056359380200791628 leaf_weight=99.424495801329613 22.010449081659317 276.49065825343132 378.79234047234058 leaf_count=274 89 541 1582 internal_value=0 0.000305888 -0.000469021 internal_weight=0 298.501 478.217 internal_count=2486 630 1856 is_linear=0 shrinkage=0.000417747 Tree=123 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=622.123 147.3 77.8534 threshold=0.092550000000000007 0.054520000000000006 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020413340658181279 0.00060179553647816638 -3.6884730078765958e-05 -0.00051476718494912932 leaf_weight=36.481874734163284 278.33592534065247 108.88103885948658 307.03701980412006 leaf_count=119 458 334 1530 internal_value=0 0.000422247 -0.000438378 internal_weight=0 387.217 343.519 internal_count=2441 792 1649 is_linear=0 shrinkage=0.000465602 Tree=124 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=515.084 174.674 111.923 threshold=0.077995000000000009 0.36766000000000004 0.087455000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033304258963946619 -0.00062783697134796766 0.00083523276927861009 0.00074844296373834942 leaf_weight=45.26007317006588 349.915372133255 36.731068909168243 283.27861972153187 leaf_count=151 1771 61 499 internal_value=0 -0.000488645 0.000599393 internal_weight=0 386.646 328.539 internal_count=2482 1832 650 is_linear=0 shrinkage=0.000639021 Tree=125 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=592.066 124.857 92.3221 threshold=0.094435000000000005 -0.40306999999999998 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047784560738121473 -0.00058620125740429163 0.00047456858973320961 0.00013993519643132598 leaf_weight=306.34641505777836 23.186821952462196 358.57274371385574 56.38204637169838 leaf_count=1522 108 658 191 internal_value=0 0.000409988 -0.000381805 internal_weight=0 381.76 362.728 internal_count=2479 766 1713 is_linear=0 shrinkage=0.000443863 Tree=126 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=613.821 137.607 80.7179 threshold=0.092415000000000011 0.054520000000000006 0.074250000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005285306302348742 0.00064297258421547191 -1.56191547136129e-05 0.00045109283339441457 leaf_weight=322.46735239028931 283.59086941182613 112.66268047690392 22.814541071653366 leaf_count=1608 471 342 63 internal_value=0 0.00045577 -0.000463677 internal_weight=0 396.254 345.282 internal_count=2484 813 1671 is_linear=0 shrinkage=0.000504173 Tree=127 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=500.014 113.719 105.983 threshold=0.10098000000000001 0.077995000000000009 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012219895470346655 -0.00082038340380095117 -0.00066820951340533128 0.00071693950317832831 leaf_weight=101.67231245338917 19.781992137432098 294.48454339802265 297.00123038887978 leaf_count=277 94 1574 526 internal_value=0 -0.000465377 0.000620683 internal_weight=0 396.157 316.783 internal_count=2471 1851 620 is_linear=0 shrinkage=0.000644497 Tree=128 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=479.875 148.704 74.972 threshold=0.10384000000000002 1.0000000180025095e-35 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050076891047917227 -0.00062178750548609705 0.00067745669268904295 0.00064475878288050613 leaf_weight=372.20971529185772 16.19991397857666 38.819236531853676 273.94893231987953 leaf_count=1839 74 70 483 internal_value=0 -0.000389338 0.000573831 internal_weight=0 411.029 290.149 internal_count=2466 1909 557 is_linear=0 shrinkage=0.000573515 Tree=129 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=629.304 92.2842 84.1329 threshold=0.10124500000000002 1.0000000180025095e-35 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058076575087244627 0.00044131862447663068 0.00026206815389733033 -0.00018132423400517953 leaf_weight=431.99841573834419 232.13419428467751 28.141433537006378 54.563968285918236 leaf_count=1780 459 60 159 internal_value=0 -0.000529168 0.000322794 internal_weight=0 460.14 286.698 internal_count=2458 1840 618 is_linear=0 shrinkage=0.000451439 Tree=130 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=514.083 115.383 89.1152 threshold=0.10124500000000002 1.0000000180025095e-35 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063793411479391596 -0.00086078402542303473 0.00077373075979845325 0.00075858622071134721 leaf_weight=359.50771348178387 17.381595313549042 30.411698073148727 297.81053277850151 leaf_count=1781 83 56 534 internal_value=0 -0.000527641 0.00066901 internal_weight=0 389.919 315.192 internal_count=2454 1837 617 is_linear=0 shrinkage=0.000696896 Tree=131 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=568.328 117.316 86.3059 threshold=0.094405000000000003 -0.29521499999999995 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030770438253292033 -0.00071138938987468374 0.00061490713144018939 -0.00059807485469509473 leaf_weight=39.682727470993996 23.927774086594582 340.0862355530262 322.2388234436512 leaf_count=131 108 626 1602 internal_value=0 0.000527534 -0.000498697 internal_weight=0 364.014 361.922 internal_count=2467 734 1733 is_linear=0 shrinkage=0.000580002 Tree=132 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=446.733 144.024 104.86 threshold=0.079890000000000017 0.12500000000000003 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029822075638449435 -0.00062642726689964099 0.00087416704700786605 0.00071024272936811943 leaf_weight=52.904176935553551 347.94348287582397 29.663172334432602 266.71664322912693 leaf_count=176 1760 51 488 internal_value=0 -0.000508323 0.000543274 internal_weight=0 377.607 319.621 internal_count=2475 1811 664 is_linear=0 shrinkage=0.000654706 Tree=133 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=641.095 121.889 112.983 threshold=0.092415000000000011 -0.29521499999999995 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045350900946786095 -0.00045545593190575038 0.00040285351253551127 0.0002227355895029396 leaf_weight=318.03739182651043 26.829897448420525 367.60019481182098 42.387799367308617 leaf_count=1582 118 693 123 internal_value=0 0.000344357 -0.000373935 internal_weight=0 394.43 360.425 internal_count=2516 811 1705 is_linear=0 shrinkage=0.000389372 Tree=134 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=470.702 100.801 91.8425 threshold=0.10098000000000001 0.079890000000000017 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011389435181768445 -0.0008086002732380249 -0.00064446536594500747 0.00068525712172228079 leaf_weight=96.918668895959854 18.085452452301979 295.04435712099075 299.423509567976 leaf_count=266 87 1595 543 internal_value=0 -0.000456971 0.000599911 internal_weight=0 391.963 317.509 internal_count=2491 1861 630 is_linear=0 shrinkage=0.000645292 Tree=135 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=557.942 128.531 121.593 threshold=0.099515000000000006 0.079570000000000016 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010645816438253562 -0.00063659455493437307 -0.00047929561363396479 0.00050452858286282199 leaf_weight=96.990362659096718 19.297836944460869 299.56833879649639 316.44545561075211 leaf_count=262 92 1555 553 internal_value=0 -0.000336042 0.000438749 internal_weight=0 396.559 335.743 internal_count=2462 1817 645 is_linear=0 shrinkage=0.000442353 Tree=136 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=613.004 114.532 96.2235 threshold=0.10098000000000001 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037354184970712483 0.00050782872824667031 0.00045179577045855704 -4.9678024692920581e-05 leaf_weight=384.54658055305481 272.18603082001209 28.3669074177742 59.42066615819931 leaf_count=1792 464 53 165 internal_value=0 -0.000316735 0.000407946 internal_weight=0 412.913 331.607 internal_count=2474 1845 629 is_linear=0 shrinkage=0.000396995 Tree=137 num_leaves=4 num_cat=0 split_feature=3 4 13 split_gain=499.708 301.257 93.0518 threshold=-0.049374999999999995 0.30163500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044795267793598735 0.00060193353831431969 0.00068600237958837138 0.00010005687711631508 leaf_weight=361.12842282652855 225.86348776519299 54.291876941919327 111.31766280531883 leaf_count=1743 382 83 287 internal_value=0 -0.00029961 0.000436331 internal_weight=0 415.42 337.181 internal_count=2495 1826 669 is_linear=0 shrinkage=0.000449204 Tree=138 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=556.406 197.791 102.836 threshold=0.079890000000000017 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015905637616832005 -0.00056756091904760803 0.00074884164676616632 0.00065944985098083918 leaf_weight=55.72299262881279 351.66959448158741 38.400753572583199 285.79726684093475 leaf_count=180 1747 63 497 internal_value=0 -0.000437789 0.000525893 internal_weight=0 390.07 341.52 internal_count=2487 1810 677 is_linear=0 shrinkage=0.000551379 Tree=139 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=470.022 174.001 95.0996 threshold=0.079890000000000017 0.36766000000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023405384498253768 -0.0006370600963292478 0.00082488377310397461 0.00067499831304347157 leaf_weight=52.589192628860474 331.08378255367279 34.270729541778564 268.22042578458786 leaf_count=173 1717 57 488 internal_value=0 -0.000499717 0.000525951 internal_weight=0 365.355 320.81 internal_count=2435 1774 661 is_linear=0 shrinkage=0.000618424 Tree=140 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=478.451 125.741 73.3479 threshold=0.092415000000000011 0.054520000000000006 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027191048680739392 0.00072955235139718518 -8.2883614786722899e-05 -0.00067109311360603549 leaf_weight=37.47285994887352 259.40714594721794 109.09322161972523 292.12144035100937 leaf_count=132 458 349 1552 internal_value=0 0.000489081 -0.000563823 internal_weight=0 368.5 329.594 internal_count=2491 807 1684 is_linear=0 shrinkage=0.000635027 Tree=141 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=462.552 191.679 67.4969 threshold=0.079890000000000017 0.30163500000000004 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083380222682246762 -0.00066438263110464124 0.00085067394830951309 0.00022394307353164263 leaf_weight=187.58217640221119 331.32311372458935 40.565756723284721 135.74897928535938 leaf_count=324 1754 68 339 internal_value=0 -0.000498913 0.000577922 internal_weight=0 371.889 323.331 internal_count=2485 1822 663 is_linear=0 shrinkage=0.000658581 Tree=142 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=474.44 90.1338 84.5323 threshold=0.10114000000000002 -0.12077499999999998 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043140762045375052 -0.00071662682996517161 -0.00072108297892257273 0.00082926190972410657 leaf_weight=46.438217580318451 22.886769264936447 331.95364931225777 286.54069699347019 leaf_count=154 101 1696 522 internal_value=0 -0.000579558 0.000714703 internal_weight=0 378.392 309.427 internal_count=2473 1850 623 is_linear=0 shrinkage=0.000775383 Tree=143 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=438.912 102.487 93.1149 threshold=0.098950000000000024 -0.29521499999999995 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.345931292692508e-05 -0.00074598550389792339 0.00059596306475040515 -0.00060771558898899884 leaf_weight=104.55960647761822 20.574864909052849 303.45200635492802 260.92779180407524 leaf_count=318 100 565 1488 internal_value=0 0.000510525 -0.000421469 internal_weight=0 324.027 365.487 internal_count=2471 665 1806 is_linear=0 shrinkage=0.00058311 Tree=144 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=528.363 107.393 106.39 threshold=0.099195000000000019 0.083325000000000024 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9370792221786596e-05 -0.00058575224486637808 -0.00050195488417000402 0.00050157569485841569 leaf_weight=107.43854089081287 20.133832052350044 277.22575312852859 318.17694769799709 leaf_count=323 96 1479 567 internal_value=0 -0.000350793 0.000436693 internal_weight=0 384.664 338.311 internal_count=2465 1802 663 is_linear=0 shrinkage=0.000459707 Tree=145 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=429.285 121.973 94.8206 threshold=0.098950000000000024 -0.12077499999999998 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048415280116460532 -0.00064899958178520132 -0.0005769012189641722 0.00064879463198525651 leaf_weight=49.064132794737816 23.918504968285561 327.00300391018391 295.63139456510544 leaf_count=155 109 1709 548 internal_value=0 -0.000438366 0.000551461 internal_weight=0 376.067 319.55 internal_count=2521 1864 657 is_linear=0 shrinkage=0.000628021 Tree=146 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=556.042 207.152 83.2934 threshold=0.079890000000000017 0.30163500000000004 0.092415000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6190211000481081e-05 -0.00035281101287503016 0.00046515696957368148 0.00042151705173600241 leaf_weight=62.419931307435036 342.37510585784912 40.124506607651711 265.3375601619482 leaf_count=192 1726 65 448 internal_value=0 -0.000266895 0.000338181 internal_weight=0 382.5 327.757 internal_count=2431 1791 640 is_linear=0 shrinkage=0.000340964 Tree=147 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=493.925 112.032 101.775 threshold=0.094090000000000021 -0.29521499999999995 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032237009280421689 -0.00067328797286356603 0.00054993047096906238 -0.00056988940226785961 leaf_weight=44.69589652121067 24.504865109920502 331.84476526081562 308.6810837239027 leaf_count=139 113 631 1595 internal_value=0 0.000465629 -0.000456968 internal_weight=0 356.35 353.377 internal_count=2478 744 1734 is_linear=0 shrinkage=0.000553047 Tree=148 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=408.452 128.69 63.5495 threshold=0.10384000000000002 1.0000000180025095e-35 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044318406438943606 -0.00055457158572718942 0.00062000369462980652 0.00057930432925195285 leaf_weight=358.02485148608685 15.281196191906927 36.757666602730751 259.48279228806496 leaf_count=1832 73 67 474 internal_value=0 -0.000344044 0.000516043 internal_weight=0 394.783 274.764 internal_count=2446 1899 547 is_linear=0 shrinkage=0.000541774 Tree=149 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=424.652 106.866 74.4147 threshold=0.10098000000000001 0.062320000000000007 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064661232548713775 -0.00083106490437597532 0.00088039199862385625 0.0008041018330259748 leaf_weight=352.18215088546276 18.001752868294716 30.371510490775108 290.27731992304325 leaf_count=1799 88 79 540 internal_value=0 -0.000525159 0.00070835 internal_weight=0 382.554 308.279 internal_count=2506 1878 628 is_linear=0 shrinkage=0.000782221 Tree=150 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=605.432 128.464 99.1921 threshold=0.10124500000000002 1.0000000180025095e-35 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033698516446511632 -0.00037767441330665056 0.00039938295406680157 0.00042543496767227405 leaf_weight=379.59799052774906 20.942948967218399 32.840764716267586 305.17708870768547 leaf_count=1821 94 62 522 internal_value=0 -0.000278259 0.000373749 internal_weight=0 412.439 326.12 internal_count=2499 1883 616 is_linear=0 shrinkage=0.000357654 Tree=151 num_leaves=4 num_cat=0 split_feature=1 159 3 split_gain=550.697 97.2608 96.0097 threshold=0.094090000000000021 -1.0000000180025095e-35 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024494199093036216 -0.00040702598686180157 0.0004714196036529726 -0.00048713625219735343 leaf_weight=43.163393437862396 28.932903960347176 341.09486627578735 314.55843105912209 leaf_count=138 95 662 1600 internal_value=0 0.000402631 -0.000398753 internal_weight=0 370.028 357.722 internal_count=2495 757 1738 is_linear=0 shrinkage=0.000460628 Tree=152 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=528.093 118.181 78.8219 threshold=0.093205000000000024 -0.29521499999999995 -0.16171499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021046509880762664 -0.00053902056955781527 0.00040848304156112039 -0.00043361651801360803 leaf_weight=35.783545166254044 23.673816919326782 340.02925090491772 303.68195869028568 leaf_count=110 113 652 1571 internal_value=0 0.000346662 -0.000365676 internal_weight=0 363.703 339.466 internal_count=2446 765 1681 is_linear=0 shrinkage=0.000410811 Tree=153 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=515.109 209.509 69.2984 threshold=0.054520000000000006 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047677399559276285 -0.00036033993803401162 0.00051540369942971672 0.00013647862793474434 leaf_weight=197.29108892381191 351.59005998075008 39.495493441820145 129.03691120445728 leaf_count=327 1732 63 317 internal_value=0 -0.000271777 0.000342307 internal_weight=0 391.086 326.328 internal_count=2439 1795 644 is_linear=0 shrinkage=0.000360932 Tree=154 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=499.293 202.507 78.5359 threshold=0.078300000000000008 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061765978376214232 -0.00046232447434358607 0.00067144402729085425 0.00016101539204128374 leaf_weight=197.4442000836134 337.22403132915497 37.549492135643959 137.37437982857227 leaf_count=325 1690 59 340 internal_value=0 -0.000348563 0.000430417 internal_weight=0 374.774 334.819 internal_count=2414 1749 665 is_linear=0 shrinkage=0.000463663 Tree=155 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=530.256 110.864 88.7313 threshold=0.094405000000000003 -0.29521499999999995 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043033923644741239 -0.00049109359712942897 0.00042841378480943071 0.00024030788082680108 leaf_weight=297.84767709672451 24.156359329819679 344.39562684297562 38.413239642977715 leaf_count=1562 115 645 117 internal_value=0 0.000368015 -0.000353672 internal_weight=0 368.552 336.261 internal_count=2439 760 1679 is_linear=0 shrinkage=0.000415648 Tree=156 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=587.251 133.522 113.723 threshold=0.099515000000000006 0.081095000000000014 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.762328287293536e-05 -0.00043747737507427586 -0.00041206559554880822 0.00043048063553027431 leaf_weight=95.76314577460289 21.784818544983864 296.44000340998173 312.29174636304379 leaf_count=265 99 1527 539 internal_value=0 -0.000290068 0.000373754 internal_weight=0 392.203 334.077 internal_count=2430 1792 638 is_linear=0 shrinkage=0.000367988 Tree=157 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=618.867 121.186 106.388 threshold=0.094405000000000003 -0.24861499999999997 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019970586987167125 -0.00039918470804903858 0.00037920282316274774 -0.00037035034870742077 leaf_weight=43.778294235467911 25.232835426926613 345.98025748133659 323.83879536390305 leaf_count=137 111 627 1586 internal_value=0 0.000326188 -0.000302424 internal_weight=0 371.213 367.617 internal_count=2461 738 1723 is_linear=0 shrinkage=0.000343469 Tree=158 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=602.55 196.212 99.5977 threshold=0.079890000000000017 0.36766000000000004 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0543251638235237e-05 -0.00035877046643791245 0.00049799859782943682 0.00042794125458304539 leaf_weight=53.405256554484367 356.17383281886578 35.954436749219894 300.48326306045055 leaf_count=174 1738 57 517 internal_value=0 -0.000280093 0.000349693 internal_weight=0 392.128 353.889 internal_count=2486 1795 691 is_linear=0 shrinkage=0.000349973 Tree=159 num_leaves=4 num_cat=0 split_feature=1 159 0 split_gain=446.366 95.0343 93.1851 threshold=0.094090000000000021 -1.0000000180025095e-35 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00077501106323604068 -0.00070578925097420286 0.00070511717627626074 0.0002627009544225289 leaf_weight=273.80786237120628 28.126569911837578 327.95921239256859 56.812920689582825 leaf_count=1481 95 669 198 internal_value=0 0.000593485 -0.000596665 internal_weight=0 356.086 330.621 internal_count=2443 764 1679 is_linear=0 shrinkage=0.000737707 Tree=160 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=581.135 115.487 109.647 threshold=0.097070000000000004 -0.40306999999999998 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.6847856713861357e-05 -0.00053508358070373488 0.00040266185938987649 -0.00043628191320935981 leaf_weight=94.728020235896111 19.187933281064034 324.77881014347076 280.84213714301586 leaf_count=290 92 585 1505 internal_value=0 0.000350193 -0.000319496 internal_weight=0 343.967 375.57 internal_count=2472 677 1795 is_linear=0 shrinkage=0.000372289 Tree=161 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=448.605 187.044 84.5961 threshold=0.079890000000000017 0.30163500000000004 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023535522405850661 -0.00061354136661462863 0.00086206212992959738 0.00068025020846336146 leaf_weight=46.199305191636086 324.60484108328819 37.701732560992241 283.70934134721756 leaf_count=154 1731 62 527 internal_value=0 -0.000459771 0.000551996 internal_weight=0 362.307 329.909 internal_count=2474 1793 681 is_linear=0 shrinkage=0.000627817 Tree=162 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=586.458 133.883 79.8404 threshold=0.097070000000000004 -0.40306999999999998 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7422987554670286e-05 -0.00047218526341036846 0.00024503231594655154 -0.00036224976501864927 leaf_weight=51.202133476734161 22.921787410974503 288.45338588953018 398.01267065107822 leaf_count=150 97 582 1661 internal_value=0 0.000192084 -0.000318981 internal_weight=0 311.375 449.215 internal_count=2490 679 1811 is_linear=0 shrinkage=0.000286229 Tree=163 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=463.226 155.947 75.2273 threshold=0.079890000000000017 0.12500000000000003 0.092415000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.8785603236899911e-05 -0.00070274733832448029 0.00098748945376427575 0.00078549893106171431 leaf_weight=64.547461867332458 336.7771238386631 30.464617729187012 259.1212025731802 leaf_count=201 1768 52 471 internal_value=0 -0.000562275 0.000613172 internal_weight=0 367.242 323.669 internal_count=2492 1820 672 is_linear=0 shrinkage=0.000716462 Tree=164 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=498.866 157.398 84.2528 threshold=0.10398500000000001 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047976493605697221 0.00042841335389975368 0.00039407365260418461 -0.00017148020004495175 leaf_weight=449.16869860887527 202.68517909944057 38.624591916799545 50.503883719444275 leaf_count=1851 399 75 149 internal_value=0 -0.000410498 0.000308729 internal_weight=0 487.793 253.189 internal_count=2474 1926 548 is_linear=0 shrinkage=0.000415798 Tree=165 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=589.684 218.585 95.1068 threshold=0.079890000000000017 0.30163500000000004 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.7071462814787926e-05 -0.00037735363385557445 0.00050641102047695001 0.00044122082422229299 leaf_weight=54.974967584013939 357.76602314412594 40.593899190425873 289.1875919252634 leaf_count=175 1733 65 496 internal_value=0 -0.000287179 0.000358433 internal_weight=0 398.36 344.163 internal_count=2469 1798 671 is_linear=0 shrinkage=0.000361321 Tree=166 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=409.57 161.995 86.6787 threshold=0.079890000000000017 0.36766000000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020248451433947775 -0.00057454486253895104 0.00076504729879782831 0.00060142269989353278 leaf_weight=55.472189575433731 332.05361287295818 33.779230147600174 257.18281029164791 leaf_count=181 1736 57 485 internal_value=0 -0.000450657 0.00045877 internal_weight=0 365.833 312.655 internal_count=2459 1793 666 is_linear=0 shrinkage=0.000583552 Tree=167 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=416.006 147.429 75.5477 threshold=0.079890000000000017 0.12500000000000003 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021635496662580339 -0.00063253907034109904 0.00094474061706565032 0.00072821701636884212 leaf_weight=47.909553870558739 338.81360028684139 30.946452379226685 265.93700641393661 leaf_count=156 1762 52 499 internal_value=0 -0.000500285 0.000584 internal_weight=0 369.76 313.847 internal_count=2469 1814 655 is_linear=0 shrinkage=0.000692757 Tree=168 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=405.084 166.938 77.9646 threshold=0.078300000000000008 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00086173163833998723 -0.000679198112885392 0.00088889666067632237 0.00014856623467791806 leaf_weight=180.01362074911594 328.0661728978157 36.686119437217712 127.66910335421562 leaf_count=320 1757 63 329 internal_value=0 -0.000521258 0.000565974 internal_weight=0 364.752 307.683 internal_count=2469 1820 649 is_linear=0 shrinkage=0.000697988 Tree=169 num_leaves=4 num_cat=0 split_feature=12 49 159 split_gain=524.378 93.3099 58.683 threshold=0.079890000000000017 -0.028439999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024838947760918013 0.00019979851466874997 -0.00040801601426733642 0.00042053869304442386 leaf_weight=23.729395404458046 48.613622307777405 337.33782441914082 307.30015322566032 leaf_count=74 154 1641 592 internal_value=0 -0.000331421 0.00037252 internal_weight=0 385.951 331.03 internal_count=2461 1795 666 is_linear=0 shrinkage=0.00041042 Tree=170 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=597.588 128.953 70.3004 threshold=0.092415000000000011 0.074370000000000006 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038606251245962368 0.00040715418938977915 -3.6593889060984988e-05 0.00022537815666259485 leaf_weight=319.4996205419302 266.83205561339855 107.04371243715286 23.488916724920273 leaf_count=1581 458 334 67 internal_value=0 0.000280133 -0.000344129 internal_weight=0 373.876 342.989 internal_count=2440 792 1648 is_linear=0 shrinkage=0.000341601 Tree=171 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=415.256 92.3357 87.4851 threshold=0.092415000000000011 -0.40306999999999998 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028901128122010746 -0.00060026739300660743 0.00042789470205425317 -0.00051486357542336885 leaf_weight=38.355112716555595 23.153239443898201 344.7680397182703 277.73321862518787 leaf_count=128 110 719 1516 internal_value=0 0.00036303 -0.000417251 internal_weight=0 367.921 316.088 internal_count=2473 829 1644 is_linear=0 shrinkage=0.000499362 Tree=172 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=380.742 154.19 61.6513 threshold=0.079890000000000017 0.36766000000000004 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00079522363121936504 -0.00065804263718869022 0.00084619237626159822 0.00018180102132123969 leaf_weight=175.25434583425522 318.98475091159344 35.236897125840187 135.79204802215099 leaf_count=323 1724 61 348 internal_value=0 -0.000508186 0.000527586 internal_weight=0 354.222 311.046 internal_count=2456 1785 671 is_linear=0 shrinkage=0.000683241 Tree=173 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=526.505 105.886 101.542 threshold=0.097070000000000004 0.079890000000000017 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6280368617778781e-05 -0.00053019462903940336 -0.00041382039106829783 0.00038242663452688042 leaf_weight=84.389231085777283 17.702560096979141 303.5577590316534 302.20749574899673 leaf_count=235 86 1586 558 internal_value=0 -0.000311574 0.000331758 internal_weight=0 387.947 319.91 internal_count=2465 1821 644 is_linear=0 shrinkage=0.000371305 Tree=174 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=393.694 106.999 84.2436 threshold=0.10124500000000002 0.062320000000000007 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050683678548877134 0.00066693426939927361 0.00064838223403427598 -0.0001327009931355138 leaf_weight=346.6210233271122 239.49057321250439 31.27277609705925 58.844360440969467 leaf_count=1788 453 81 171 internal_value=0 -0.000411072 0.000509222 internal_weight=0 377.894 298.335 internal_count=2493 1869 624 is_linear=0 shrinkage=0.000598978 Tree=175 num_leaves=4 num_cat=0 split_feature=1 3 0 split_gain=385.772 112.842 56.8453 threshold=0.089790000000000023 -0.051919999999999994 -0.0058249999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00064125902282285941 -8.863436286131713e-05 0.00061279192695444442 0.00020477670542312865 leaf_weight=255.32596798241138 124.12306083738804 249.89381052553654 32.313669547438622 leaf_count=1457 432 479 104 internal_value=0 0.000380056 -0.000546172 internal_weight=0 374.017 287.64 internal_count=2472 911 1561 is_linear=0 shrinkage=0.000601426 Tree=176 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=519.736 116.079 108.257 threshold=0.098950000000000024 0.079890000000000017 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1264192288672439e-05 -0.00044300417466779535 -0.00039652106032274305 0.00039482536106794026 leaf_weight=92.095806270837784 21.797694951295853 295.17498376965523 303.35175856947899 leaf_count=254 98 1562 545 internal_value=0 -0.00028529 0.000338525 internal_weight=0 387.271 325.149 internal_count=2459 1816 643 is_linear=0 shrinkage=0.000363843 Tree=177 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=369.062 99.1245 94.5218 threshold=0.092415000000000011 -0.29521499999999995 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054449749685861395 -0.00068717824518968766 0.00046495676610561464 0.0005913867288397873 leaf_weight=281.07321360707283 24.608388915657997 320.52519828081131 24.370592817664146 leaf_count=1577 117 677 66 internal_value=0 0.000382612 -0.000453685 internal_weight=0 345.134 305.444 internal_count=2437 794 1643 is_linear=0 shrinkage=0.000554237 Tree=178 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=378.22 148.981 74.6872 threshold=0.079890000000000017 0.30163500000000004 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026521932810553896 -0.00061339151283543267 0.00077393745182905305 0.00061897618235266317 leaf_weight=45.282506734132767 310.68767915666103 34.919260129332542 270.51332235336304 leaf_count=153 1729 61 535 internal_value=0 -0.000473014 0.000492141 internal_weight=0 345.607 315.796 internal_count=2478 1790 688 is_linear=0 shrinkage=0.000637617 Tree=179 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=501.976 118.384 86.0215 threshold=0.098950000000000024 -0.29521499999999995 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018056981679777487 -0.00043280723804763087 0.00038627537572814244 -0.00032695423387399386 leaf_weight=46.867407202720642 23.368763312697411 302.75950385630131 337.36237895488739 leaf_count=148 107 544 1657 internal_value=0 0.000327456 -0.000265013 internal_weight=0 326.128 384.23 internal_count=2456 651 1805 is_linear=0 shrinkage=0.000351273 Tree=180 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=490.601 97.7351 64.8373 threshold=0.092550000000000007 0.085665000000000005 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046080407542289605 0.00047611514926088348 -8.5198243720003753e-06 0.00015133586797892102 leaf_weight=294.12129698693752 260.27329145371914 111.14687225222588 36.345338180661201 leaf_count=1581 470 341 114 internal_value=0 0.00033113 -0.000393451 internal_weight=0 371.42 330.467 internal_count=2506 811 1695 is_linear=0 shrinkage=0.000432669 Tree=181 num_leaves=4 num_cat=0 split_feature=1 47 123 split_gain=422.371 97.0715 73.8829 threshold=0.10124500000000002 0.083875000000000019 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057472378600741526 0.00048101817578727351 -0.00034772044574290687 0.00033712041794091375 leaf_weight=407.59352631866932 208.21533918380737 47.399905249476433 25.783628433942795 leaf_count=1765 445 152 55 internal_value=0 0.000327256 -0.000520401 internal_weight=0 255.615 433.377 internal_count=2417 597 1820 is_linear=0 shrinkage=0.000523075 Tree=182 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=365.501 99.9019 54.4576 threshold=0.091615000000000016 -0.24861499999999997 -0.16171499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020240196254023385 -0.0008084378354774888 0.00050438359355162697 -0.00061661415952567243 leaf_weight=35.845693334937096 24.35754719376564 318.11305812001228 279.08149239420891 leaf_count=116 115 688 1555 internal_value=0 0.000410778 -0.000523353 internal_weight=0 342.471 314.927 internal_count=2474 803 1671 is_linear=0 shrinkage=0.000625951 Tree=183 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=493.722 125.354 94.4973 threshold=0.098950000000000024 -0.27957499999999996 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3868619360771202e-06 -0.00065507686532596376 0.00049995994128544186 -0.00053350271728520805 leaf_weight=101.07430642843246 23.217190891504288 298.24006995558739 280.77810850739479 leaf_count=313 107 548 1492 internal_value=0 0.000416339 -0.000390372 internal_weight=0 321.457 381.852 internal_count=2460 655 1805 is_linear=0 shrinkage=0.000479714 Tree=184 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=382.398 96.6381 84.4558 threshold=0.099325000000000011 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045469855083569814 0.00073514816444151328 -0.00067161086589810778 -0.00022994478467414748 leaf_weight=43.541778266429901 241.7932223379612 313.82376535236835 56.118113085627556 leaf_count=142 477 1676 168 internal_value=0 -0.000534281 0.000553334 internal_weight=0 357.366 297.911 internal_count=2463 1818 645 is_linear=0 shrinkage=0.000709054 Tree=185 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=481.903 95.4067 76.2402 threshold=0.10098000000000001 0.079570000000000016 0.27883000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0024278344057746e-05 0.00054147567771166362 -0.00054229512491472704 -0.00027912563855958815 leaf_weight=101.12442567944527 271.53546015918255 298.67881816625595 32.862746506929398 leaf_count=283 497 1586 119 internal_value=0 -0.000397567 0.000452814 internal_weight=0 399.803 304.398 internal_count=2485 1869 616 is_linear=0 shrinkage=0.000509332 Tree=186 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=473.748 117.517 100.728 threshold=0.10098000000000001 0.083325000000000024 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5508205138957509e-05 -0.00055641786064436461 -0.00046006926356597456 0.00044776949737525317 leaf_weight=115.35466268658638 19.10516282916069 292.41567145287991 282.62994033098221 leaf_count=337 89 1526 515 internal_value=0 -0.000317073 0.000384004 internal_weight=0 407.77 301.735 internal_count=2467 1863 604 is_linear=0 shrinkage=0.000424235 Tree=187 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=383.12 157.328 67.6936 threshold=0.079890000000000017 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013824939502497463 -0.0005378219960709684 0.00066803279951550723 0.00053515777551697938 leaf_weight=53.779985174536705 314.45246328413486 35.848392203450203 256.84048610925674 leaf_count=173 1725 63 505 internal_value=0 -0.000414246 0.000418558 internal_weight=0 350.301 310.62 internal_count=2466 1788 678 is_linear=0 shrinkage=0.000546022 Tree=188 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=448.948 101.881 88.5189 threshold=0.097070000000000004 -0.24861499999999997 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022396387068225956 -0.00045653430559903163 0.00042883387672547975 -0.00038849047727385771 leaf_weight=47.688968986272812 24.862697765231133 298.96280562877655 335.84793692827225 leaf_count=148 110 557 1676 internal_value=0 0.000360723 -0.000312295 internal_weight=0 323.826 383.537 internal_count=2491 667 1824 is_linear=0 shrinkage=0.000420956 Tree=189 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=372.282 156.985 81.261 threshold=0.040165000000000006 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029036900696909323 -0.00064977537035628124 0.00080844772094170196 0.00065157145769562563 leaf_weight=47.784370675683022 322.34411096572876 35.846134200692177 248.07895831763744 leaf_count=160 1771 63 487 internal_value=0 -0.000503636 0.000499388 internal_weight=0 358.19 295.863 internal_count=2481 1834 647 is_linear=0 shrinkage=0.00066183 Tree=190 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=463.404 114.787 89.5479 threshold=0.10114000000000002 0.081095000000000014 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7909026587241797e-05 -0.00042458684321846772 -0.00043344920337335145 0.00043403394847622774 leaf_weight=106.29244060814381 22.268329620361328 292.95351696014404 289.2864620834589 leaf_count=296 97 1573 532 internal_value=0 -0.000299989 0.000372534 internal_weight=0 399.246 311.555 internal_count=2498 1869 629 is_linear=0 shrinkage=0.000413344 Tree=191 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=361.999 150.272 63.8158 threshold=0.079890000000000017 0.30163500000000004 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083104370516574801 -0.0007046502481091101 0.00085866593120668109 0.00016125782966263912 leaf_weight=169.52959856390953 307.53616946935654 35.463011860847473 130.55867286026478 leaf_count=322 1715 63 339 internal_value=0 -0.00054279 0.00053981 internal_weight=0 342.999 300.088 internal_count=2439 1778 661 is_linear=0 shrinkage=0.00071999 Tree=192 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=464.708 135.348 81.0168 threshold=0.098950000000000024 -0.27957499999999996 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018185840643832028 -0.00059047277441763178 0.0004125710487576858 -0.00036952666195120014 leaf_weight=46.290072470903397 22.018307596445084 289.70025463402271 333.4181535243988 leaf_count=145 103 532 1653 internal_value=0 0.000341534 -0.000302274 internal_weight=0 311.719 379.708 internal_count=2433 635 1798 is_linear=0 shrinkage=0.000390815 Tree=193 num_leaves=4 num_cat=0 split_feature=1 123 484 split_gain=360.982 130.054 71.3795 threshold=0.10423500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052335701760738691 -0.00067495226283986959 0.00066188925488226626 0.00063514272708487863 leaf_weight=354.97935098409653 17.455134600400925 40.5136848539114 244.52612988650799 leaf_count=1863 59 78 492 internal_value=0 -0.000401789 0.000547603 internal_weight=0 395.493 261.981 internal_count=2492 1941 551 is_linear=0 shrinkage=0.000627405 Tree=194 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=517.423 184.821 83.476 threshold=0.079890000000000017 0.23716000000000004 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.1551059596942879e-05 -0.00038309069726932224 0.00033205800815782753 0.00039951971394895853 leaf_weight=55.726581051945686 344.00256115198135 53.751885503530502 278.5666446685791 leaf_count=179 1724 113 501 internal_value=0 -0.00028638 0.000319325 internal_weight=0 397.754 334.293 internal_count=2517 1837 680 is_linear=0 shrinkage=0.000358928 Tree=195 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=338.902 98.6123 35.1256 threshold=0.092415000000000011 0.054520000000000006 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.928130531525264e-05 0.00062796919453124531 -9.5777107694442002e-05 -0.00059511305939871639 leaf_weight=32.285581454634666 231.33217070996761 109.98643788695335 269.25313621759415 leaf_count=108 451 358 1542 internal_value=0 0.000394794 -0.000520755 internal_weight=0 341.319 301.539 internal_count=2459 809 1650 is_linear=0 shrinkage=0.000629383 Tree=196 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=474.971 165.633 83.6182 threshold=0.054520000000000006 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015443274929677139 -0.00044299286752636429 0.00055396974060408931 0.00047319914844044325 leaf_weight=47.180314883589745 333.06860862672329 34.713826224207878 267.34543134272099 leaf_count=155 1727 59 491 internal_value=0 -0.000348753 0.00037903 internal_weight=0 367.782 314.526 internal_count=2432 1786 646 is_linear=0 shrinkage=0.000434884 Tree=197 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=393.628 233.374 97.3595 threshold=-0.049374999999999995 -0.10072999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017295492898237086 0.0004384214712669052 -0.0004162945818385469 1.9991036973072531e-05 leaf_weight=121.82141633331776 203.68962271511555 282.1560093909502 107.64430129528046 leaf_count=349 370 1475 294 internal_value=0 -0.000238605 0.000293808 internal_weight=0 403.977 311.334 internal_count=2488 1824 664 is_linear=0 shrinkage=0.000355893 Tree=198 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=499.737 106.273 88.9931 threshold=0.098950000000000024 -0.25691499999999995 0.079890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1280379978113521e-05 -0.0004647278274115733 0.00041163687789521746 -0.00042955220751545917 leaf_weight=90.473966255784035 23.490256786346436 299.03944943845272 293.43572406470776 leaf_count=261 103 551 1579 internal_value=0 0.000347671 -0.000323332 internal_weight=0 322.53 383.91 internal_count=2494 654 1840 is_linear=0 shrinkage=0.000397452 Tree=199 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=442.023 179.297 66.9419 threshold=0.078300000000000008 0.36766000000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055136182549814401 -0.00045560550823499845 0.00057844306895375166 0.00013459470065830953 leaf_weight=182.18318340182304 326.84588277339935 37.433753192424774 134.5995736271143 leaf_count=325 1727 63 342 internal_value=0 -0.000349201 0.000374389 internal_weight=0 364.28 316.783 internal_count=2457 1790 667 is_linear=0 shrinkage=0.000448071 Tree=200 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=485.854 123.093 99.4022 threshold=0.092655000000000015 0.054520000000000006 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020508349611012908 0.00042822449970362868 -4.837375729968747e-05 -0.00041337660460917601 leaf_weight=42.423583686351776 266.73400793969631 109.02720180153847 293.87994925677776 leaf_count=133 474 345 1542 internal_value=0 0.000289966 -0.000335318 internal_weight=0 375.761 336.304 internal_count=2494 819 1675 is_linear=0 shrinkage=0.000377968 Tree=201 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=461.146 200.863 63.2133 threshold=0.079890000000000017 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9111071963134464e-05 -0.00047619455566507725 0.00065105949490159296 0.00050418086155332132 leaf_weight=53.901010543107986 337.21513885259628 40.009631812572479 278.3268715441227 leaf_count=170 1748 65 518 internal_value=0 -0.000356477 0.000412803 internal_weight=0 377.225 332.228 internal_count=2501 1813 688 is_linear=0 shrinkage=0.000476201 Tree=202 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=500.481 124.426 63.1091 threshold=0.054520000000000006 -0.24404999999999996 -0.0033299999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048044169471243018 0.00020376624001170883 -0.00037715929562632232 0.00014338928926742333 leaf_weight=190.15047444403172 60.962713837623596 330.17016537487507 131.32359156012535 leaf_count=321 168 1646 323 internal_value=0 -0.000286583 0.000342852 internal_weight=0 391.133 321.474 internal_count=2458 1814 644 is_linear=0 shrinkage=0.000373798 Tree=203 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=477.465 98.8468 94.3464 threshold=0.10114000000000002 -0.29521499999999995 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9577530390642205e-06 -0.00050953777078294529 0.00041088469389615546 -0.00040874386687655436 leaf_weight=113.47613587975502 18.663724035024643 288.1104583889246 285.67170187830925 leaf_count=343 87 528 1527 internal_value=0 0.000354722 -0.000289739 internal_weight=0 306.774 399.148 internal_count=2485 615 1870 is_linear=0 shrinkage=0.000388504 Tree=204 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=365.462 137.184 65.852 threshold=0.079890000000000017 0.23716000000000004 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013444987745304517 -0.00060317378552812956 0.00058169851119973246 0.00063696013111843187 leaf_weight=55.131881043314934 312.41798132658005 45.764846205711365 252.58926185965538 leaf_count=178 1713 103 490 internal_value=0 -0.000451649 0.000498754 internal_weight=0 358.183 307.721 internal_count=2484 1816 668 is_linear=0 shrinkage=0.000639714 Tree=205 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=535.647 103.574 90.0319 threshold=0.098950000000000024 0.079890000000000017 0.27350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.028374811013777e-05 0.00036157955179157494 -0.00036609283969952578 -0.00022369989950996684 leaf_weight=89.450333178043365 294.83577592670918 295.18121610581875 31.813290387392044 leaf_count=247 531 1552 118 internal_value=0 -0.000271601 0.00030452 internal_weight=0 384.632 326.649 internal_count=2448 1799 649 is_linear=0 shrinkage=0.000330892 Tree=206 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=532.536 190.336 65.0258 threshold=0.079890000000000017 0.36766000000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041939431300696542 -0.00033316839876367671 0.0004414043878973971 0.0001302018347730715 leaf_weight=199.91667726635933 356.50761263072491 37.532826453447342 143.34150993824005 leaf_count=338 1751 61 349 internal_value=0 -0.000259285 0.000298712 internal_weight=0 394.04 343.258 internal_count=2499 1812 687 is_linear=0 shrinkage=0.000327554 Tree=207 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=499.577 88.9387 83.3767 threshold=0.094405000000000003 -0.12077499999999998 0.27058000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017817812792931983 0.00014294112995130595 -0.00039699996945978479 0.00051258145656122732 leaf_weight=45.100790187716484 191.3523914963007 310.60515859723091 168.27061581611633 leaf_count=142 476 1571 271 internal_value=0 -0.000324039 0.000316005 internal_weight=0 355.706 359.623 internal_count=2460 1713 747 is_linear=0 shrinkage=0.000382994 Tree=208 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=392.55 143.883 70.5476 threshold=0.077995000000000009 0.30163500000000004 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2447557307267315e-05 -0.00052539033593719433 0.00064596830398782527 0.00057382012988961789 leaf_weight=60.431808605790138 322.61756420135498 35.477506086230278 246.43029011785984 leaf_count=190 1763 63 467 internal_value=0 -0.000409175 0.000442623 internal_weight=0 358.095 306.862 internal_count=2483 1826 657 is_linear=0 shrinkage=0.000552761 Tree=209 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=377.929 156.475 60.0402 threshold=0.079890000000000017 0.36766000000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013639538576407811 -0.0006631986008744119 0.00088606756112731436 0.0007048133281683447 leaf_weight=50.79895393550396 318.11459177732468 36.257556557655334 257.6914014518261 leaf_count=164 1752 63 501 internal_value=0 -0.000504456 0.000566293 internal_weight=0 354.372 308.49 internal_count=2480 1815 665 is_linear=0 shrinkage=0.000707449 Tree=210 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=382.445 103.659 79.9436 threshold=0.10098000000000001 0.064970000000000014 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059845785727118996 -0.00084916329859211273 0.00076410940989526987 0.00066216828643537876 leaf_weight=337.5643434971571 17.615398406982422 28.680498465895653 270.55138012766838 leaf_count=1786 88 74 533 internal_value=0 -0.000491555 0.000569488 internal_weight=0 366.245 288.167 internal_count=2481 1860 621 is_linear=0 shrinkage=0.000689139 Tree=211 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=327.053 156.059 64.2969 threshold=0.079890000000000017 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00077071427754968076 -0.00064652245866219672 0.00081474853678272798 0.00011909759723264115 leaf_weight=173.48750184476376 305.03922298550606 38.673809170722961 121.00031486153603 leaf_count=334 1713 69 321 internal_value=0 -0.000481892 0.000503122 internal_weight=0 343.713 294.488 internal_count=2437 1782 655 is_linear=0 shrinkage=0.000686062 Tree=212 num_leaves=4 num_cat=0 split_feature=1 123 159 split_gain=368.348 127.457 66.3396 threshold=0.10491000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004869514737835384 -0.00056746194622120025 0.00063102311810870259 0.00061415447828345798 leaf_weight=351.57372446358204 17.678253099322319 39.403259038925171 241.1605776399374 leaf_count=1884 58 75 484 internal_value=0 -0.000374132 0.000533242 internal_weight=0 390.977 258.839 internal_count=2501 1959 542 is_linear=0 shrinkage=0.00059011 Tree=213 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=441.165 113.531 79.4459 threshold=0.10384000000000002 1.0000000180025095e-35 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043146515317241287 -0.00057239778755737521 0.00030188724445496309 0.00034456943748703702 leaf_weight=426.67845188081264 15.807664304971693 35.950732484459877 228.02481807768345 leaf_count=1851 66 75 482 internal_value=0 -0.000374417 0.000284887 internal_weight=0 462.629 243.832 internal_count=2474 1926 548 is_linear=0 shrinkage=0.000396716 Tree=214 num_leaves=4 num_cat=0 split_feature=1 12 159 split_gain=323.092 101.26 75.81 threshold=0.10114000000000002 0.079890000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012803613246357851 -0.0007284991302552124 -0.00065938146761884014 0.0006307248978304551 leaf_weight=103.80915355682373 20.19312709569931 266.72248642146587 253.58687970042229 leaf_count=285 68 1592 538 internal_value=0 -0.000438804 0.000530216 internal_weight=0 370.532 273.78 internal_count=2483 1877 606 is_linear=0 shrinkage=0.000676572 Tree=215 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=305.353 113.892 75.4478 threshold=0.078300000000000008 -0.046739999999999997 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071567401946547092 0.00048999915870351926 -0.00056685381700950375 7.1712175850306099e-05 leaf_weight=171.74659265577793 46.785429075360298 303.29629065096378 125.27996830642223 leaf_count=333 151 1689 336 internal_value=0 -0.000425503 0.000444193 internal_weight=0 350.082 297.027 internal_count=2509 1840 669 is_linear=0 shrinkage=0.00063101 Tree=216 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=385.095 154.239 59.5353 threshold=0.079890000000000017 0.36766000000000004 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045378796410511018 -0.00045156474608995848 0.00059686321757144317 -0.0002552365458818047 leaf_weight=278.61138308048248 325.41174954175949 35.958744257688522 30.310817256569862 leaf_count=567 1745 62 96 internal_value=0 -0.000347087 0.000384153 internal_weight=0 361.37 308.922 internal_count=2470 1807 663 is_linear=0 shrinkage=0.00048097 Tree=217 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=450.399 97.4245 72.6669 threshold=0.091615000000000016 -0.29521499999999995 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014803279547838643 -0.00043150765709844773 0.00031169387440571628 -0.00036850506987032153 leaf_weight=38.345471769571304 23.326109498739243 341.6656391620636 284.96234722435474 leaf_count=131 109 706 1521 internal_value=0 0.000264079 -0.000307212 internal_weight=0 364.992 323.308 internal_count=2467 815 1652 is_linear=0 shrinkage=0.000352526 Tree=218 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=338.34 131.326 62.8035 threshold=0.054520000000000006 0.30163500000000004 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017231277292520955 -0.0005290085265947425 0.0006838780271891399 0.00056416677343868154 leaf_weight=47.054596975445747 306.82729309797287 33.801466912031174 248.1071837246418 leaf_count=153 1739 61 499 internal_value=0 -0.000408466 0.000446737 internal_weight=0 340.629 295.162 internal_count=2452 1800 652 is_linear=0 shrinkage=0.000584767 Tree=219 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=468.139 167.125 72.8176 threshold=0.078300000000000008 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010795316130363699 -0.00039321824375120138 0.00049962404872240268 0.0004116729649116235 leaf_weight=48.393919959664345 347.67080855369568 34.928884357213974 263.89844089746475 leaf_count=156 1767 59 490 internal_value=0 -0.000311585 0.00033114 internal_weight=0 382.6 312.292 internal_count=2472 1826 646 is_linear=0 shrinkage=0.000389586 Tree=220 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=426.979 135.449 74.2905 threshold=0.10423500000000001 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035497209057653954 0.00046333256185211816 0.00045005880838768034 -7.6863151338102002e-05 leaf_weight=371.95780144631863 230.43662086129189 37.524368479847908 50.74805936217308 leaf_count=1846 421 69 147 internal_value=0 -0.000281097 0.000365847 internal_weight=0 409.482 281.185 internal_count=2483 1915 568 is_linear=0 shrinkage=0.000404313 Tree=221 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=387.988 100.412 81.6257 threshold=0.10124500000000002 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044924840142528501 -0.00087034194358153415 -0.0006451631562487362 0.00068785551505652208 leaf_weight=47.637078464031219 17.590513154864311 312.63307531177998 271.27522258460522 leaf_count=157 88 1724 542 internal_value=0 -0.000500359 0.000592668 internal_weight=0 360.27 288.866 internal_count=2511 1881 630 is_linear=0 shrinkage=0.000702737 Tree=222 num_leaves=4 num_cat=0 split_feature=1 376 484 split_gain=294.397 99.639 66.9942 threshold=0.10384000000000002 0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049235523423439966 -0.00068108867155005064 0.00081387129713879857 0.00063572283599616164 leaf_weight=349.90483343601227 18.684123799204826 28.319202408194542 235.79738223552704 leaf_count=1852 63 53 499 internal_value=0 -0.000394341 0.000538785 internal_weight=0 378.224 254.482 internal_count=2467 1905 562 is_linear=0 shrinkage=0.000670901 Tree=223 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=298.184 129.618 62.0625 threshold=0.054520000000000006 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023398867752682259 -0.00067370110927558442 0.00086760208748660073 0.00069844343786807208 leaf_weight=49.768893599510193 304.96185111999512 34.993760973215103 236.94032084941864 leaf_count=163 1758 65 490 internal_value=0 -0.000514812 0.000536558 internal_weight=0 339.956 286.709 internal_count=2476 1823 653 is_linear=0 shrinkage=0.000759462 Tree=224 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=295.627 122.874 66.0565 threshold=0.079890000000000017 0.30163500000000004 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071304417274183041 -0.00058391518965668799 0.00070135454659512339 8.4798934767399347e-05 leaf_weight=165.58557389676571 299.8173635751009 34.83216392993927 122.43411143124104 leaf_count=333 1756 66 332 internal_value=0 -0.000449947 0.000446121 internal_weight=0 334.65 288.02 internal_count=2487 1822 665 is_linear=0 shrinkage=0.000648523 Tree=225 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=298.133 83.3677 71.2774 threshold=0.099325000000000011 0.062320000000000007 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056896934828852487 0.00065287564576066318 0.00069410004099697677 -0.00022124374966428162 leaf_weight=307.30649836361408 229.91553400456905 26.562381863594055 54.023636981844902 leaf_count=1743 491 73 166 internal_value=0 -0.000468281 0.00048654 internal_weight=0 333.869 283.939 internal_count=2473 1816 657 is_linear=0 shrinkage=0.000685126 Tree=226 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=411.238 158.324 72.4544 threshold=0.079570000000000016 0.30163500000000004 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015122865712624605 -0.00046910335630122644 0.00055496004568946682 0.00046563119952890733 leaf_weight=48.714168861508369 315.45663785934448 36.31074358522892 263.94870343804359 leaf_count=161 1732 64 511 internal_value=0 -0.000363253 0.000369502 internal_weight=0 351.767 312.663 internal_count=2468 1796 672 is_linear=0 shrinkage=0.000464972 Tree=227 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=277.184 122.533 63.1057 threshold=0.079890000000000017 0.12500000000000003 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0007756251747145325 -0.00058742317749404594 0.0008769713376652864 0.00011338999754013582 leaf_weight=159.4363839328289 298.65592934191227 30.362854197621346 123.57903821766376 leaf_count=321 1748 57 334 internal_value=0 -0.000452032 0.000486619 internal_weight=0 329.019 283.015 internal_count=2460 1805 655 is_linear=0 shrinkage=0.000695549 Tree=228 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=272.585 118.633 65.1381 threshold=0.083325000000000024 0.12796000000000002 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021476472046027658 -0.0005340505705953366 0.00073556971340419232 0.00046900740476777373 leaf_weight=55.797269329428673 280.93988701701164 26.107692047953606 241.49891048669815 leaf_count=208 1683 49 529 internal_value=0 -0.000425868 0.000340643 internal_weight=0 307.048 297.296 internal_count=2469 1732 737 is_linear=0 shrinkage=0.000570693 Tree=229 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=288.809 93.4615 55.3555 threshold=0.10384000000000002 1.0000000180025095e-35 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004731895319001396 -0.00065706333708430041 0.00059862814272359328 0.00057158715947249665 leaf_weight=320.63817472755909 14.552738040685652 33.634378790855408 226.85142268240452 leaf_count=1828 70 67 475 internal_value=0 -0.000371275 0.000497249 internal_weight=0 354.273 241.404 internal_count=2440 1895 545 is_linear=0 shrinkage=0.000612491 Tree=230 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=348.406 140.858 66.7511 threshold=0.079890000000000017 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058510612086543957 -0.00047674517954722652 0.00063665444132726353 9.9737783057428562e-05 leaf_weight=181.50137293338776 308.70637264847755 33.196515306830406 127.6866195499897 leaf_count=347 1722 58 335 internal_value=0 -0.000368468 0.00038477 internal_weight=0 341.903 309.188 internal_count=2462 1780 682 is_linear=0 shrinkage=0.000514289 Tree=231 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=269.188 87.9905 65.6615 threshold=0.10098000000000001 0.083205000000000015 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055385602137456046 0.0006708635803243585 0.0004268486070618626 -0.00017699904647722585 leaf_weight=288.03954976797104 209.65995322167873 48.829203322529793 52.071060463786125 leaf_count=1666 449 169 161 internal_value=0 -0.000411608 0.000502179 internal_weight=0 336.869 261.731 internal_count=2445 1835 610 is_linear=0 shrinkage=0.000676069 Tree=232 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=249.593 126.534 52.6625 threshold=0.079890000000000017 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00062200770638914048 -0.00047954640531076706 0.00068442444407690588 0.00011508616452000198 leaf_weight=155.78327508270741 289.43357302248478 35.398832514882088 125.14945691823959 leaf_count=326 1761 66 335 internal_value=0 -0.00035251 0.000396321 internal_weight=0 324.832 280.933 internal_count=2488 1827 661 is_linear=0 shrinkage=0.000581871 Tree=233 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=366.684 101.678 64.3722 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002783465878617087 0.00041122387676188413 -0.0003406245432980586 -6.9470293489534796e-05 leaf_weight=45.329864859580994 232.5741063952446 315.19229218363762 50.726521953940392 leaf_count=150 459 1692 148 internal_value=0 -0.000262737 0.00032516 internal_weight=0 360.522 283.301 internal_count=2449 1842 607 is_linear=0 shrinkage=0.000386758 Tree=234 num_leaves=4 num_cat=0 split_feature=1 12 159 split_gain=386.197 89.4742 79.8581 threshold=0.10098000000000001 0.083325000000000024 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9259052303718295e-05 -0.00040437601259457314 -0.00039576880278155386 0.00038070491396317987 leaf_weight=111.11894698441029 20.814091503620148 259.16850405931473 270.17222735285759 leaf_count=340 69 1495 547 internal_value=0 -0.000271256 0.000324415 internal_weight=0 370.287 290.986 internal_count=2451 1835 616 is_linear=0 shrinkage=0.000386983 Tree=235 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=373.074 147.473 72.761 threshold=0.078300000000000008 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012563609503479637 -0.00035514509331875676 0.00045761824572819102 0.0003772918859021332 leaf_weight=49.070252642035484 319.61562052369118 35.468861863017082 256.77877630293369 leaf_count=162 1751 62 499 internal_value=0 -0.000273841 0.000296586 internal_weight=0 355.084 305.849 internal_count=2474 1813 661 is_linear=0 shrinkage=0.000378632 Tree=236 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=389.47 165.667 56.48 threshold=0.079890000000000017 0.30163500000000004 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034257826838630321 -0.00027922318539266454 0.00037284341166929336 8.8787757767103408e-05 leaf_weight=182.18003450334072 319.8715950101614 37.29311665892601 128.60110139846802 leaf_count=335 1728 63 324 internal_value=0 -0.000211043 0.00023763 internal_weight=0 357.165 310.781 internal_count=2450 1791 659 is_linear=0 shrinkage=0.000293128 Tree=237 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=403.072 145.964 48.5653 threshold=0.054520000000000006 0.23716000000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037444326462648611 -0.00030414861158595773 0.00027668337559948002 0.00011786369227518556 leaf_weight=180.24490702152252 312.61215150356293 50.166708812117577 125.22831754386425 leaf_count=330 1716 113 311 internal_value=0 -0.000223768 0.000269341 internal_weight=0 362.779 305.473 internal_count=2470 1829 641 is_linear=0 shrinkage=0.000316346 Tree=238 num_leaves=4 num_cat=0 split_feature=1 159 3 split_gain=431.727 84.3283 76.8685 threshold=0.094695000000000015 -1.0000000180025095e-35 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017775003441214141 -0.00031925883621400017 0.00035981948690607854 -0.00037569783710432702 leaf_weight=41.710937991738319 29.040114283561707 313.88974639773369 293.72403948009014 leaf_count=141 98 644 1590 internal_value=0 0.000302228 -0.000306841 internal_weight=0 342.93 335.435 internal_count=2473 742 1731 is_linear=0 shrinkage=0.000381776 Tree=239 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=275.19 93.0418 80.2834 threshold=0.10098000000000001 0.062320000000000007 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060949886663423647 -0.001081541878286043 0.00086778870944694334 0.00067971050655504903 leaf_weight=315.2617003172636 16.7090715020895 28.165447354316711 249.21996220946312 leaf_count=1788 88 73 530 internal_value=0 -0.000488099 0.000568637 internal_weight=0 343.427 265.929 internal_count=2479 1861 618 is_linear=0 shrinkage=0.000780005 Tree=240 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=426.598 133.854 70.2507 threshold=0.079890000000000017 0.13052500000000003 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.4633147834718696e-05 -0.00036198195380665295 0.00053640331528974588 0.00038880967585306421 leaf_weight=52.278365895152092 336.53635881841183 25.82674066722393 262.30620309710503 leaf_count=170 1789 43 504 internal_value=0 -0.000297805 0.000308465 internal_weight=0 362.363 314.585 internal_count=2506 1832 674 is_linear=0 shrinkage=0.000380971 Tree=241 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=402.716 97.6909 86.4482 threshold=0.10098000000000001 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021319887216364149 -0.00041492449929434215 -0.00032755972686104455 0.00034288304619280624 leaf_weight=47.49329662322998 19.906243503093719 320.17607481777668 279.40485563874245 leaf_count=155 92 1681 541 internal_value=0 -0.000257664 0.000292347 internal_weight=0 367.669 299.311 internal_count=2469 1836 633 is_linear=0 shrinkage=0.000352111 Tree=242 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=435.033 111.538 73.9417 threshold=0.091615000000000016 0.054520000000000006 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034278802989144876 0.00035827126267352899 -3.6845324986811771e-05 0.00016474578077781246 leaf_weight=286.01782922446728 254.99282406270504 111.58145752549171 34.944815829396248 leaf_count=1557 468 364 105 internal_value=0 0.000238027 -0.000287492 internal_weight=0 366.574 320.963 internal_count=2494 832 1662 is_linear=0 shrinkage=0.000329655 Tree=243 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=271.402 94.6413 58.5143 threshold=0.040165000000000006 -0.17157499999999998 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064632405084041379 0.00030883358748453184 -0.00052493977898358194 9.7452011438013935e-05 leaf_weight=159.72957338392735 57.527841344475746 272.35612091422081 117.95281974971294 leaf_count=324 182 1635 317 internal_value=0 -0.000379484 0.00041331 internal_weight=0 329.884 277.682 internal_count=2458 1817 641 is_linear=0 shrinkage=0.000591007 Tree=244 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=270.167 91.095 85.7448 threshold=0.094695000000000015 -0.29521499999999995 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041978550039487516 -0.00082110283090184666 0.00048473190859313911 -0.00057122786318064491 leaf_weight=38.845232829451561 22.256582170724869 283.73937633633614 260.585219591856 leaf_count=134 113 633 1590 internal_value=0 0.000389487 -0.000442554 internal_weight=0 305.996 299.43 internal_count=2470 746 1724 is_linear=0 shrinkage=0.000622851 Tree=245 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=253.556 100.367 82.2851 threshold=0.098950000000000024 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053578221028169652 -0.00083681482996856692 -0.00055041208844689847 0.00056220150320176023 leaf_weight=43.697864860296249 20.074565008282661 280.98826441168785 260.59888215363026 leaf_count=144 104 1646 563 internal_value=0 -0.000404092 0.000461846 internal_weight=0 324.686 280.673 internal_count=2457 1790 667 is_linear=0 shrinkage=0.000667355 Tree=246 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=272.567 126.22 57.6617 threshold=0.078300000000000008 0.13052500000000003 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00090412447390990857 -0.00063405081593509145 0.0010655892446188046 0.00021838708466594616 leaf_weight=129.78982895612717 296.99790476262569 27.574671968817711 157.0486256480217 leaf_count=256 1785 49 416 internal_value=0 -0.000489337 0.000528904 internal_weight=0 324.573 286.838 internal_count=2506 1834 672 is_linear=0 shrinkage=0.000761206 Tree=247 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=359.446 143.569 58.6126 threshold=0.079890000000000017 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004364545298614161 -0.00037878908554636289 0.0004348743064762178 9.3091633214870776e-05 leaf_weight=169.19902409613132 299.62991446256638 35.764356702566147 129.77419729530811 leaf_count=324 1715 65 338 internal_value=0 -0.000291909 0.000287503 internal_weight=0 335.394 298.973 internal_count=2442 1780 662 is_linear=0 shrinkage=0.000384301 Tree=248 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=256.907 107.267 53.0699 threshold=0.040165000000000006 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016843654505173747 -0.00050091609568294205 0.00065630420554413523 0.00053817582293944728 leaf_weight=46.578631639480591 284.3820126503706 32.317106455564499 224.36006896197796 leaf_count=153 1741 62 483 internal_value=0 -0.000382639 0.000416679 internal_weight=0 316.699 270.939 internal_count=2439 1803 636 is_linear=0 shrinkage=0.000602725 Tree=249 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=371.147 140.905 75.8976 threshold=0.040165000000000006 0.12608000000000003 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014164606817569162 -0.00033045917210729344 0.00052324067871782815 0.00038129494309175108 leaf_weight=45.275961637496948 324.50502951443195 29.148766234517097 255.92482903599739 leaf_count=149 1741 50 493 internal_value=0 -0.000259952 0.000302664 internal_weight=0 353.654 301.201 internal_count=2433 1791 642 is_linear=0 shrinkage=0.000372528 Tree=250 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=257.211 114.354 52.4184 threshold=0.081095000000000014 0.18599000000000002 0.086200000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022501154168654575 -0.00059510167901821764 0.00053613623718961007 0.00057050880833402564 leaf_weight=43.165186300873756 265.15034580230713 46.339170306921005 239.68782709538937 leaf_count=148 1676 119 527 internal_value=0 -0.000426679 0.000449066 internal_weight=0 311.49 282.853 internal_count=2470 1795 675 is_linear=0 shrinkage=0.000664966 Tree=251 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=262.038 75.8496 72.3378 threshold=0.10098000000000001 -0.25691499999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000560439871413222 -0.00094044236029850153 0.00062172601080328802 0.00063353091516772685 leaf_weight=301.24916325509548 17.322387009859085 240.8937836587429 28.990481480956078 leaf_count=1801 92 527 59 internal_value=0 0.000516566 -0.000455447 internal_weight=0 258.216 330.24 internal_count=2479 619 1860 is_linear=0 shrinkage=0.000722977 Tree=252 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=381.773 114.212 54.8057 threshold=0.10491000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029228933881486282 0.00040832463537341166 0.00035777267994751107 -7.0318214362144522e-06 leaf_weight=356.96431589126587 204.67102982103825 37.538794860243797 49.730762124061584 leaf_count=1848 384 73 138 internal_value=0 -0.000230349 0.000327163 internal_weight=0 394.503 254.402 internal_count=2443 1921 522 is_linear=0 shrinkage=0.000354918 Tree=253 num_leaves=4 num_cat=0 split_feature=1 40 47 split_gain=262.218 85.3363 58.469 threshold=0.10508500000000001 -0.074429999999999982 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051079470888940656 0.00062628977304365408 -0.00047420806968541043 -0.00013821369238756665 leaf_weight=36.632132798433304 181.55936940014362 316.23789386451244 47.08990353345871 leaf_count=83 388 1846 145 internal_value=0 -0.000371823 0.000468851 internal_weight=0 352.87 228.649 internal_count=2462 1929 533 is_linear=0 shrinkage=0.000611643 Tree=254 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=337.919 140.398 72.4743 threshold=0.078300000000000008 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012579494329433604 -0.00032833406558744444 0.0003897418040901266 0.00032945765865461833 leaf_weight=49.957803905010223 307.02263575792313 35.944452375173569 240.91894756257534 leaf_count=166 1739 66 484 internal_value=0 -0.000252974 0.00025125 internal_weight=0 342.967 290.877 internal_count=2455 1805 650 is_linear=0 shrinkage=0.000344179 Tree=255 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=324.82 136.727 65.0333 threshold=0.079890000000000017 0.30163500000000004 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.3129649040567028e-05 -0.0003762108802471739 0.0004922207983077383 0.00040923034160409918 leaf_weight=56.183732435107231 305.2436593323946 35.867974877357483 244.93943199515343 leaf_count=185 1735 65 490 internal_value=0 -0.000284764 0.0003155 internal_weight=0 341.112 301.123 internal_count=2475 1800 675 is_linear=0 shrinkage=0.00042128 Tree=256 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=253.993 104.575 67.4618 threshold=0.054520000000000006 0.12500000000000003 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00076457963267168038 -0.00055254054168707705 0.0008284967269722572 7.9859571260630335e-05 leaf_weight=152.36367788910866 293.92669396102428 27.895086348056793 119.81824961304665 leaf_count=315 1807 54 333 internal_value=0 -0.000432588 0.000463313 internal_weight=0 321.822 272.182 internal_count=2509 1861 648 is_linear=0 shrinkage=0.00068277 Tree=257 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=353.585 155.019 61.5892 threshold=0.054520000000000006 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.4437702866459497e-05 -0.00030597493321486658 0.00042036397181379132 0.00034070208319408971 leaf_weight=46.420240834355354 315.55748219788074 37.732303187251091 249.56627567112446 leaf_count=153 1754 67 489 internal_value=0 -0.000228291 0.00027402 internal_weight=0 353.29 295.987 internal_count=2463 1821 642 is_linear=0 shrinkage=0.00033907 Tree=258 num_leaves=4 num_cat=0 split_feature=12 4 4 split_gain=350.986 152.149 49.0475 threshold=0.078300000000000008 0.30163500000000004 0.27190000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016945530756365203 -0.00038075996554725851 0.00050664288338690168 0.00050216344568263654 leaf_weight=179.50667494535446 317.25021928548813 35.589463576674461 124.76207694411278 leaf_count=443 1760 62 223 internal_value=0 -0.000291119 0.000306013 internal_weight=0 352.84 304.269 internal_count=2488 1822 666 is_linear=0 shrinkage=0.000407473 Tree=259 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=280.26 104.829 47.4403 threshold=0.081095000000000014 -0.15340499999999999 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015561291022550986 0.00078552414390807091 -0.00053980937114950613 0.0005368767783122915 leaf_weight=44.673185810446739 24.43836273252964 280.9624128639698 228.49214662611485 leaf_count=151 67 1745 503 internal_value=0 -0.000433506 0.00042361 internal_weight=0 305.401 273.165 internal_count=2466 1812 654 is_linear=0 shrinkage=0.000614915 Tree=260 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=368.262 91.7499 85.9666 threshold=0.10098000000000001 -0.29521499999999995 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020379491200787897 -0.00048151201595250491 0.00036108074884186428 -0.00033137893378192256 leaf_weight=47.915372923016548 19.094732865691185 268.31227725744247 312.00387592613697 leaf_count=157 95 530 1688 internal_value=0 0.000304935 -0.000260091 internal_weight=0 287.407 359.919 internal_count=2470 625 1845 is_linear=0 shrinkage=0.000372269 Tree=261 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=353.372 86.0394 81.9296 threshold=0.10098000000000001 1.0000000180025095e-35 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033184816865458112 -0.0004537742507614647 0.00034455746210934786 0.00034984654474523748 leaf_weight=328.71234713494778 19.661027848720551 29.60187803208828 262.09844465553761 leaf_count=1793 93 59 529 internal_value=0 -0.000275877 0.000293612 internal_weight=0 358.314 281.759 internal_count=2474 1852 622 is_linear=0 shrinkage=0.000380543 Tree=262 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=360.337 124.568 53.4656 threshold=0.079890000000000017 -0.17157499999999998 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037269003180350423 0.00021339151835581073 -0.00032246269378034185 9.2031202334717327e-05 leaf_weight=186.77744315564632 58.121377184987068 294.25113551318645 128.33335168659687 leaf_count=360 167 1658 328 internal_value=0 -0.000234038 0.000258461 internal_weight=0 352.373 315.111 internal_count=2513 1825 688 is_linear=0 shrinkage=0.000334685 Tree=263 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=380.882 106.442 67.6977 threshold=0.10491000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003369287234059409 0.0003200274801803592 0.00025415295724379768 -0.00011436811244462291 leaf_weight=407.79991008341312 176.04596957564354 34.546123787760735 47.715443551540375 leaf_count=1861 381 74 145 internal_value=0 -0.000290714 0.000227385 internal_weight=0 442.346 223.761 internal_count=2461 1935 526 is_linear=0 shrinkage=0.000323669 Tree=264 num_leaves=4 num_cat=0 split_feature=1 123 484 split_gain=280.859 88.6831 58.2163 threshold=0.10384000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058567584470802664 -0.00068247808821230132 0.00067857539538698655 0.00071461994272841822 leaf_weight=307.88012459874153 18.397527098655701 35.326334193348885 224.00651988387108 leaf_count=1792 62 73 493 internal_value=0 -0.000455367 0.000608319 internal_weight=0 343.206 242.404 internal_count=2420 1865 555 is_linear=0 shrinkage=0.00075666 Tree=265 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=379.718 94.6599 59.3052 threshold=0.10384000000000002 0.049360000000000008 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032614179814577431 0.0004610703466951092 0.00047012593348248776 -2.3960771863463503e-05 leaf_weight=354.75428007543087 212.12122206389904 26.591437980532646 52.211968466639519 leaf_count=1848 404 50 148 internal_value=0 -0.000270496 0.000365296 internal_weight=0 381.346 264.333 internal_count=2450 1898 552 is_linear=0 shrinkage=0.000407748 Tree=266 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=263.4 79.6318 76.7341 threshold=0.091615000000000016 -0.12077499999999998 0.19255000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004248714069226605 0.0004919549662284169 -0.00064528348218049331 -0.00077494037489891487 leaf_weight=36.865382000803947 301.67021007835865 238.22022414207458 23.62232618033886 leaf_count=135 746 1521 96 internal_value=0 -0.000501753 0.00039972 internal_weight=0 275.086 325.293 internal_count=2498 1656 842 is_linear=0 shrinkage=0.000678243 Tree=267 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=249.596 120.842 65.8096 threshold=0.054520000000000006 0.23716000000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068320478792115863 -0.0005886862360475662 0.00053853157668205234 4.8905034512562811e-05 leaf_weight=155.89189496636391 273.75814135372639 45.821747407317162 119.40503652393818 leaf_count=331 1743 110 333 internal_value=0 -0.000426932 0.000408221 internal_weight=0 319.58 275.297 internal_count=2517 1853 664 is_linear=0 shrinkage=0.000642993 Tree=268 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=259.142 95.838 66.9125 threshold=0.040165000000000006 0.30163500000000004 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024698772787796997 -0.00049942013149048624 0.00059018660305062867 0.0005198087216610937 leaf_weight=47.278184801340103 280.7130970209837 30.83076100051403 230.13846316933632 leaf_count=161 1765 62 505 internal_value=0 -0.000391418 0.000389082 internal_weight=0 311.544 277.417 internal_count=2493 1827 666 is_linear=0 shrinkage=0.000587449 Tree=269 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=240.418 94.3585 56.365 threshold=0.10491000000000002 0.081245000000000026 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054327436578858427 0.0007312445825463287 0.00042015217673220507 -0.00015254042550878714 leaf_weight=290.95491681993008 186.67167361080647 62.373327568173409 45.329193755984306 leaf_count=1723 404 213 141 internal_value=0 -0.000373121 0.000558577 internal_weight=0 353.328 232.001 internal_count=2481 1936 545 is_linear=0 shrinkage=0.000711239 Tree=270 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=346.436 117.342 58.4594 threshold=0.054520000000000006 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045770852124015561 -0.00035324459472425976 0.00046283163384744602 9.6893110923092999e-05 leaf_weight=177.67103931307793 309.90958784520626 30.982116535305977 121.09499222040176 leaf_count=341 1758 56 315 internal_value=0 -0.000278947 0.000311555 internal_weight=0 340.892 298.766 internal_count=2470 1814 656 is_linear=0 shrinkage=0.000400394 Tree=271 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=337.63 134.429 55.423 threshold=0.079890000000000017 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.0612073467067894e-05 -0.00034508831813131167 0.00045774569834062818 0.00037497426793329933 leaf_weight=53.850883260369301 316.69843718409538 34.952236488461494 245.74727037549019 leaf_count=175 1790 63 492 internal_value=0 -0.000265171 0.000296687 internal_weight=0 351.651 299.598 internal_count=2520 1853 667 is_linear=0 shrinkage=0.000388985 Tree=272 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=357.21 140.154 66.117 threshold=0.054520000000000006 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040857315829543808 -0.00033135993911842239 0.00040359381960611783 7.5706169354292888e-05 leaf_weight=163.57689110934734 321.5448602437973 35.015574961900711 131.22064252197742 leaf_count=307 1771 63 342 internal_value=0 -0.000259081 0.000260492 internal_weight=0 356.56 294.798 internal_count=2483 1834 649 is_linear=0 shrinkage=0.000349284 Tree=273 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=249.535 107.209 55.2016 threshold=0.081095000000000014 -0.10939499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00088451584741444948 0.0008366508742675263 -0.00077301744423715116 0.00011066120092263856 leaf_weight=159.681311160326 34.782010734081268 260.81388483941555 120.06542225182056 leaf_count=352 109 1640 332 internal_value=0 -0.000583367 0.00055256 internal_weight=0 295.596 279.747 internal_count=2433 1749 684 is_linear=0 shrinkage=0.000862258 Tree=274 num_leaves=4 num_cat=0 split_feature=12 4 159 split_gain=219.539 101.791 49.818 threshold=0.054520000000000006 0.30163500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006636299225321222 -0.00053080294204584902 0.00069103983231353424 0.00049978350142248324 leaf_weight=17.116005599498749 278.40314830839634 33.232053443789482 241.93056009709835 leaf_count=62 1763 66 569 internal_value=0 -0.000400307 0.00042266 internal_weight=0 311.635 259.047 internal_count=2460 1829 631 is_linear=0 shrinkage=0.000660736 Tree=275 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=382.387 96.3751 77.4963 threshold=0.094435000000000005 -0.25691499999999995 -0.11749 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018818981059541822 -0.00041455205604066847 0.00031937709071705879 -0.00034874484637242224 leaf_weight=39.092248469591141 24.573175475001335 309.67214350402355 277.8647174090147 leaf_count=133 115 640 1562 internal_value=0 0.000265299 -0.000282478 internal_weight=0 334.245 316.957 internal_count=2450 755 1695 is_linear=0 shrinkage=0.000357357 Tree=276 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=232.231 71.4444 68.8724 threshold=0.094695000000000015 -0.018054999999999998 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063050739390147598 0.0005634735405620104 0.00043902291617156939 -0.00054005876368486475 leaf_weight=244.33959797024727 256.00571593642235 37.737226903438568 33.450818359851837 leaf_count=1594 600 121 142 internal_value=0 -0.000487304 0.000435785 internal_weight=0 282.077 289.457 internal_count=2457 1715 742 is_linear=0 shrinkage=0.000724142 Tree=277 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=235.449 87.1367 84.2016 threshold=0.099325000000000011 -0.12077499999999998 -0.24861499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046538435407212438 -0.00081454440599608479 -0.00054683567303424343 0.0005312490678490967 leaf_weight=41.263526409864426 21.214873507618904 268.6856075823307 242.22964365780354 leaf_count=145 109 1697 549 internal_value=0 -0.000411959 0.000422574 internal_weight=0 309.949 263.445 internal_count=2500 1842 658 is_linear=0 shrinkage=0.000649149 Tree=278 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=369.758 101.694 90.3917 threshold=0.099325000000000011 0.079890000000000017 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7887672885965312e-05 -0.00045574082751789757 -0.00042927819635693728 0.00038829839134424919 leaf_weight=91.741366073489189 23.495131477713585 260.59699474275112 285.07920168340206 leaf_count=256 108 1560 567 internal_value=0 -0.00029724 0.00032389 internal_weight=0 352.338 308.574 internal_count=2491 1816 675 is_linear=0 shrinkage=0.000414368 Tree=279 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=239.926 96.324 52.5981 threshold=0.079570000000000016 0.23716000000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00078999590613853415 -0.00062919259299840363 0.00054818901041535427 0.0001428545614440956 leaf_weight=149.38661989569664 250.45046101510525 43.583086743950844 122.24475188553333 leaf_count=326 1677 109 335 internal_value=0 -0.000454533 0.000498936 internal_weight=0 294.034 271.631 internal_count=2447 1786 661 is_linear=0 shrinkage=0.000731582 Tree=280 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=338.428 91.9915 71.7565 threshold=0.097070000000000004 -0.42985499999999993 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002299063327633511 -0.00059422529475485646 0.00038121517296483046 -0.00036756118151275499 leaf_weight=40.637003943324089 18.124519363045692 287.9552743434906 285.45328362286091 leaf_count=138 95 600 1651 internal_value=0 0.000323258 -0.000293052 internal_weight=0 306.08 326.09 internal_count=2484 695 1789 is_linear=0 shrinkage=0.00042103 Tree=281 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=355.06 103.457 55.4612 threshold=0.10384000000000002 0.079570000000000016 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8182109046822562e-05 -0.00040988245808543252 -0.00038229306657484283 0.00037898813031074209 leaf_weight=109.97284664213657 14.3122551292181 267.62152725458145 254.52888762950897 leaf_count=309 68 1612 504 internal_value=0 -0.000251113 0.000336838 internal_weight=0 377.594 268.841 internal_count=2493 1921 572 is_linear=0 shrinkage=0.000391082 Tree=282 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=232.495 141.407 6.96703 threshold=0.28064000000000006 1.0000000180025095e-35 -0.21407999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042653009922801567 0.00036242876454166796 0.00068035470054288074 0.00084022009391639151 leaf_weight=368.8291379660368 16.735091224312782 63.736269235610962 114.53706766664982 leaf_count=2036 39 135 231 internal_value=0 -0.000263303 0.00077967 internal_weight=0 432.565 131.272 internal_count=2441 2171 270 is_linear=0 shrinkage=0.000686682 Tree=283 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=359.796 141.149 63.0988 threshold=0.054520000000000006 0.36766000000000004 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.623971986694699e-05 -0.00027923601008928193 0.00034320732608174878 0.00029537048099457039 leaf_weight=48.499689638614655 303.57719866931438 36.253467738628387 252.26908031105995 leaf_count=160 1740 66 503 internal_value=0 -0.000212742 0.000235441 internal_weight=0 339.831 300.769 internal_count=2469 1806 663 is_linear=0 shrinkage=0.000298509 Tree=284 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=232.366 113.621 50.231 threshold=0.083325000000000024 0.12500000000000003 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011291507611732108 -0.00061875244988928693 0.0009247408221919435 0.00062499847984554512 leaf_weight=63.1060511469841 258.70601782202721 28.14941343665123 223.96412502229214 leaf_count=228 1692 55 505 internal_value=0 -0.000466986 0.000462804 internal_weight=0 286.855 287.07 internal_count=2480 1747 733 is_linear=0 shrinkage=0.00073077 Tree=285 num_leaves=4 num_cat=0 split_feature=1 150 52 split_gain=331.649 77.4309 57.9123 threshold=0.10364000000000002 0.083205000000000015 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032693461669870737 -0.00042248419264802361 0.00017620436147130421 0.00037634197022445637 leaf_weight=318.77269385755062 15.040590956807135 56.497092396020889 246.35607300698757 leaf_count=1735 72 185 497 internal_value=0 -0.000251157 0.000330217 internal_weight=0 375.27 261.397 internal_count=2489 1920 569 is_linear=0 shrinkage=0.000396336 Tree=286 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=252.156 77.7827 70.7701 threshold=0.098950000000000024 0.11439500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004379718060602956 -0.00066962111464744759 0.0014245937086026883 0.00052220669177740033 leaf_weight=295.10246977210045 20.203546494245529 8.5840579569339734 247.40911331772804 leaf_count=1801 71 19 590 internal_value=0 -0.000384819 0.000431987 internal_weight=0 303.687 267.613 internal_count=2481 1820 661 is_linear=0 shrinkage=0.000613626 Tree=287 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=348.064 97.5123 87.8102 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024407308572376544 0.00041186679154488773 -0.00035311786231752572 -0.00013913278122311835 leaf_weight=47.666542083024979 228.40690393745899 304.75005578994751 53.92568726837635 leaf_count=156 458 1694 167 internal_value=0 -0.000272292 0.000306612 internal_weight=0 352.417 282.333 internal_count=2475 1850 625 is_linear=0 shrinkage=0.000388564 Tree=288 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=279.499 81.5955 78.3625 threshold=0.10098000000000001 0.083325000000000024 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.36496982002568e-05 -0.00045040738637435439 -0.00036003366809025499 0.00036852635135659734 leaf_weight=106.83064094185829 19.346105024218559 234.75888314843178 242.89752022922039 leaf_count=327 96 1509 501 internal_value=0 -0.000230681 0.000307946 internal_weight=0 341.59 262.244 internal_count=2433 1836 597 is_linear=0 shrinkage=0.000392489 Tree=289 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=233.328 74.4927 73.2504 threshold=0.091615000000000016 0.086785000000000015 -0.11949999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039082383397688472 0.00047443286227343077 -0.00025737254687712845 -0.00055437770594787741 leaf_weight=33.118984937667847 251.33084005117416 60.854515582323074 223.59015826880932 leaf_count=123 634 203 1528 internal_value=0 0.00033174 -0.000432317 internal_weight=0 312.185 256.709 internal_count=2488 837 1651 is_linear=0 shrinkage=0.0005938 Tree=290 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=225.469 87.2363 43.2305 threshold=0.079890000000000017 0.13052500000000003 0.087455000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013469711381094087 -0.00049830767492401221 0.00084100703844929264 0.00053673733731054063 leaf_weight=47.563947707414627 269.5899478122592 21.224365666508675 214.46423532068729 leaf_count=159 1758 41 491 internal_value=0 -0.000400275 0.000414852 internal_weight=0 290.814 262.028 internal_count=2449 1799 650 is_linear=0 shrinkage=0.000637457 Tree=291 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=322.505 115.973 74.7369 threshold=0.10384000000000002 1.0000000180025095e-35 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002275514093190436 -0.0003722026629821938 0.00030778123748946459 0.0002837209719757269 leaf_weight=332.79518432915211 15.346697360277174 37.604105204343796 248.31533746421337 leaf_count=1820 75 72 496 internal_value=0 -0.000173126 0.000245401 internal_weight=0 370.399 263.662 internal_count=2463 1892 571 is_linear=0 shrinkage=0.000289287 Tree=292 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=226.15 92.9294 44.9869 threshold=0.077995000000000009 0.23716000000000004 0.15307500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005713984881442623 -0.00059856388268109335 0.00049805587416648645 -0.00033166315716473142 leaf_weight=237.23035791516304 255.66590066254139 46.007442846894264 31.518164619803429 leaf_count=561 1723 118 103 internal_value=0 -0.000431198 0.000465396 internal_weight=0 301.673 268.749 internal_count=2505 1841 664 is_linear=0 shrinkage=0.00071093 Tree=293 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=281.997 114.088 52.609 threshold=0.040165000000000006 0.36766000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038211633196819756 -0.00031418285976248748 0.00042395943657005437 6.745417112022649e-05 leaf_weight=168.20035299658775 293.15488465130329 30.58724544942379 121.37485067546368 leaf_count=345 1759 57 324 internal_value=0 -0.000244321 0.000250303 internal_weight=0 323.742 289.575 internal_count=2485 1816 669 is_linear=0 shrinkage=0.000364225 Tree=294 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=315.199 155.93 54.7588 threshold=0.079890000000000017 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004595633034299221 -0.00039100185931576241 0.00052618527199788654 9.8651883715686906e-05 leaf_weight=170.93934211134911 294.44541278481483 36.5909214168787 130.53633251786232 leaf_count=339 1723 64 342 internal_value=0 -0.000289477 0.000303386 internal_weight=0 331.036 301.476 internal_count=2468 1787 681 is_linear=0 shrinkage=0.000419536 Tree=295 num_leaves=4 num_cat=0 split_feature=1 159 0 split_gain=338.95 84.606 73.0978 threshold=0.091785000000000019 -1.0000000180025095e-35 0.064970000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028289954068080674 -0.00027901353106427989 0.00023339077853188101 0.00026368678388537329 leaf_weight=275.41180931031704 30.252838000655174 306.25825507938862 22.605794757604599 leaf_count=1619 112 703 65 internal_value=0 0.000187247 -0.000241355 internal_weight=0 336.511 298.018 internal_count=2499 815 1684 is_linear=0 shrinkage=0.000292724 Tree=296 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=219.754 82.3743 56.8209 threshold=0.10384000000000002 -0.12077499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044459465963692102 0.00067523184688740828 -0.00051015847800009375 -0.00017825276063931556 leaf_weight=47.862889483571053 172.73792180418968 282.11628985404968 44.434838578104973 leaf_count=164 388 1734 142 internal_value=0 -0.000371569 0.000500602 internal_weight=0 329.979 217.173 internal_count=2428 1898 530 is_linear=0 shrinkage=0.000673476 Tree=297 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=313.722 126.851 66.599 threshold=0.079890000000000017 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012051677014024484 -0.00033989950642370918 0.00041612302930687492 0.00035696875783346795 leaf_weight=50.052286684513092 293.51221433281898 35.401034340262413 247.71106585860252 leaf_count=171 1729 66 504 internal_value=0 -0.000258415 0.000276691 internal_weight=0 328.913 297.763 internal_count=2470 1795 675 is_linear=0 shrinkage=0.000377746 Tree=298 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=224.905 94.4402 54.2048 threshold=0.10491000000000002 -0.026779999999999995 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003192504591143445 0.00058884194210513023 -0.00048888853336190915 -0.00014007345793615864 leaf_weight=62.785729445517063 172.5103200674057 274.47940421849489 45.583006531000137 leaf_count=208 388 1733 145 internal_value=0 -0.000338388 0.0004365 internal_weight=0 337.265 218.093 internal_count=2474 1941 533 is_linear=0 shrinkage=0.000594779 Tree=299 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=200.208 89.6746 46.2491 threshold=0.079890000000000017 -0.15145999999999996 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066872765920913339 0.00078400690688450918 -0.00053822421404586254 9.0562712629889077e-05 leaf_weight=144.78785100579262 26.3349239975214 260.61428567022085 117.09265448153019 leaf_count=333 77 1713 327 internal_value=0 -0.000416617 0.000410366 internal_weight=0 286.949 261.881 internal_count=2450 1790 660 is_linear=0 shrinkage=0.000684038 Tree=300 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=208.123 82.5315 71.6104 threshold=0.098950000000000024 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004344746582907101 -0.00079752192567614883 -0.00056217814354258546 0.00051935045274779099 leaf_weight=44.459849417209625 20.325667008757591 251.95656978338957 238.51940262317657 leaf_count=156 104 1659 560 internal_value=0 -0.000412581 0.000415644 internal_weight=0 296.416 258.845 internal_count=2479 1815 664 is_linear=0 shrinkage=0.000674992 Tree=301 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=202.05 97.1643 45.6175 threshold=0.054520000000000006 0.12500000000000003 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00075802879537035172 -0.00056520627886437241 0.00089730178591553782 0.00012412995225400108 leaf_weight=146.86448466777802 259.72454493492842 27.867688477039337 110.66816999018192 leaf_count=334 1741 56 309 internal_value=0 -0.000423195 0.000485799 internal_weight=0 287.592 257.533 internal_count=2440 1797 643 is_linear=0 shrinkage=0.000745552 Tree=302 num_leaves=4 num_cat=0 split_feature=4 40 151 split_gain=243.729 138.493 3.6642 threshold=0.27772500000000006 -0.026419999999999996 -0.083134999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035415395131747598 0.00028385836453796709 -0.0002371184765179404 0.00048514310519208546 leaf_weight=75.071399599313736 17.021042004227638 395.75299540162086 120.95581252872944 leaf_count=163 37 2047 229 internal_value=0 -0.00014278 0.000460563 internal_weight=0 470.824 137.977 internal_count=2476 2210 266 is_linear=0 shrinkage=0.000399349 Tree=303 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=211.412 87.3324 55.2962 threshold=0.079890000000000017 0.13052500000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029688021802682583 -0.00053668968906059507 0.00081372417638225216 0.00051116971747743999 leaf_weight=42.74556890130043 255.72668658196926 22.004532426595688 225.01573050022125 leaf_count=151 1737 44 533 internal_value=0 -0.000429412 0.000382102 internal_weight=0 277.731 267.761 internal_count=2465 1781 684 is_linear=0 shrinkage=0.000651797 Tree=304 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=199.331 102.583 48.1464 threshold=0.079890000000000017 0.30163500000000004 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00072699511350329609 -0.00049246850464972221 0.00070494670862174399 0.00017498404554988035 leaf_weight=106.70144237577915 253.6527993530035 31.748279675841331 150.8294840157032 leaf_count=231 1753 63 419 internal_value=0 -0.000359043 0.000403912 internal_weight=0 285.401 257.531 internal_count=2466 1816 650 is_linear=0 shrinkage=0.000628885 Tree=305 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=318.868 90.7804 81.3728 threshold=0.094695000000000015 -0.42985499999999993 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017310791070620439 -0.00044971476272046929 0.00026377334254547665 -0.00030053980685167922 leaf_weight=42.764886632561684 19.3077073097229 292.38278606534004 272.33417908847332 leaf_count=144 102 637 1606 internal_value=0 0.000219431 -0.000236218 internal_weight=0 311.69 315.099 internal_count=2489 739 1750 is_linear=0 shrinkage=0.000319467 Tree=306 num_leaves=4 num_cat=0 split_feature=1 457 484 split_gain=196.707 82.6465 59.4004 threshold=0.10423500000000001 0.048350000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047922903843765829 -0.00073176218065043488 0.00046749090491121669 0.00055400860643279681 leaf_weight=274.2306864708662 16.272414520382881 45.126446433365345 199.31074452400208 leaf_count=1754 59 153 486 internal_value=0 -0.000345337 0.000456628 internal_weight=0 319.357 215.583 internal_count=2452 1907 545 is_linear=0 shrinkage=0.000648838 Tree=307 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=275.381 114.716 55.7461 threshold=0.079890000000000017 0.12608000000000003 0.092415000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.6093183561586586e-05 -0.00027521190159271924 0.00041443700548543993 0.00030259299193860999 leaf_weight=61.959416076540947 290.1598315089941 27.7939622849226 220.10060440003872 leaf_count=198 1749 52 460 internal_value=0 -0.000214802 0.00022601 internal_weight=0 317.954 282.06 internal_count=2459 1801 658 is_linear=0 shrinkage=0.000324818 Tree=308 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=171.654 82.105 72.0276 threshold=0.099195000000000019 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056761202033149354 0.00065697966521908373 -0.00055194735977786397 -0.00032518014526454898 leaf_weight=41.931672841310501 193.37909989058971 251.05722058564425 52.009175315499306 leaf_count=146 470 1667 172 internal_value=0 -0.000391564 0.000448761 internal_weight=0 292.989 245.388 internal_count=2455 1813 642 is_linear=0 shrinkage=0.000741347 Tree=309 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=189.364 82.6114 72.8139 threshold=0.091615000000000016 -0.009184999999999997 0.14121000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056723324023554174 0.00080339491858622664 3.4423831750119746e-05 0.0019963194684236743 leaf_weight=230.99129194766283 122.07510690391064 171.58541518449783 5.6941577643156043 leaf_count=1607 271 561 16 internal_value=0 0.000354271 -0.000504645 internal_weight=0 293.661 236.685 internal_count=2455 832 1623 is_linear=0 shrinkage=0.0007147 Tree=310 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=174.511 130.171 8.34079 threshold=0.27626000000000001 -0.047749999999999994 -0.23078999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060612308148736598 0.00026092322265862503 -0.00051491522899398893 0.00095712950792263736 leaf_weight=94.876888334751129 13.823391065001486 321.91226583719254 109.51468676328659 leaf_count=287 35 1934 242 internal_value=0 -0.00025963 0.000879408 internal_weight=0 416.789 123.338 internal_count=2498 2221 277 is_linear=0 shrinkage=0.000841494 Tree=311 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=302.767 98.2754 59.8752 threshold=0.079890000000000017 -0.18708499999999997 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034766405022888271 0.00016783754001937194 -0.00030498547902066549 5.4508161596849692e-05 leaf_weight=161.45770625770092 52.706653729081154 269.49175880849361 123.46458068490028 leaf_count=328 163 1650 335 internal_value=0 -0.000227608 0.000220703 internal_weight=0 322.198 284.922 internal_count=2476 1813 663 is_linear=0 shrinkage=0.000316878 Tree=312 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=299.497 118.121 47.1765 threshold=0.079890000000000017 0.23716000000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003992861789866965 -0.00033850849917850718 0.00029107503472096825 9.852248875483309e-05 leaf_weight=162.48117768764496 273.28735530376434 46.791000500321388 123.18943725526333 leaf_count=333 1705 111 328 internal_value=0 -0.000246403 0.000269678 internal_weight=0 320.078 285.671 internal_count=2477 1816 661 is_linear=0 shrinkage=0.000366451 Tree=313 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=179.814 94.7402 47.8265 threshold=0.081095000000000014 -0.046739999999999997 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068291565007665958 0.00052931511903575568 -0.00062007915946902397 6.2535739655836711e-05 leaf_weight=135.60056069493294 43.116773635149002 229.66797444969416 117.69691489636898 leaf_count=329 156 1641 339 internal_value=0 -0.000438262 0.000394806 internal_weight=0 272.785 253.297 internal_count=2465 1797 668 is_linear=0 shrinkage=0.000712129 Tree=314 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=172.027 91.8532 49.6201 threshold=0.079890000000000017 0.23716000000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00053781380193181863 -0.00045141824550229924 0.00041382754433406509 3.9768278653572875e-05 leaf_weight=142.20094230771065 233.1829991415143 44.989655464887619 108.64285343885422 leaf_count=343 1694 114 314 internal_value=0 -0.000311369 0.000322219 internal_weight=0 278.173 250.844 internal_count=2465 1808 657 is_linear=0 shrinkage=0.000554914 Tree=315 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=180.067 69.9573 54.5355 threshold=0.10384000000000002 -0.11749 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004467165538043104 0.00068154510509711383 -0.00050417659669133854 -0.00022221958353599056 leaf_weight=48.184354066848755 176.28048938512802 262.62696027755737 43.906894609332085 leaf_count=175 427 1732 144 internal_value=0 -0.000356654 0.000501307 internal_weight=0 310.811 220.187 internal_count=2478 1907 571 is_linear=0 shrinkage=0.000726016 Tree=316 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=264.53 95.7895 53.0529 threshold=0.078300000000000008 0.12796000000000002 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012641130249757432 -0.00028738832512952093 0.00043712931757164836 0.00029319537958136553 leaf_weight=42.223253458738327 288.15913601219654 23.405915528535843 236.86319042742252 leaf_count=146 1779 45 520 internal_value=0 -0.000232822 0.000229687 internal_weight=0 311.565 279.086 internal_count=2490 1824 666 is_linear=0 shrinkage=0.000345099 Tree=317 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=152.08 79.4226 53.2463 threshold=0.054520000000000006 0.36766000000000004 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00076826572947531529 -0.00051179053466961168 0.00074227169793219443 9.7892285613030585e-05 leaf_weight=102.16157723963261 248.77744140475988 27.908027738332748 139.87669293582439 leaf_count=231 1771 58 411 internal_value=0 -0.00038505 0.000381074 internal_weight=0 276.685 242.038 internal_count=2471 1829 642 is_linear=0 shrinkage=0.000706032 Tree=318 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=261.409 90.0322 69.5373 threshold=0.10384000000000002 0.083205000000000015 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026093390904000709 0.0003316245660104027 0.0001826754002463566 -0.00010524868813535548 leaf_weight=299.80758230388165 194.32758067548275 56.989184141159058 47.457797095179558 leaf_count=1709 405 190 148 internal_value=0 -0.000190044 0.000245866 internal_weight=0 356.797 241.785 internal_count=2452 1899 553 is_linear=0 shrinkage=0.000323733 Tree=319 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=260.819 116.793 53.7142 threshold=0.079890000000000017 0.18599000000000002 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011894852150695334 -0.00034329646603114237 0.00028482050808480077 0.00032584904486058532 leaf_weight=44.939919054508209 255.76971615850925 49.148755609989166 238.8866448700428 leaf_count=153 1684 129 521 internal_value=0 -0.000241985 0.000255403 internal_weight=0 304.918 283.827 internal_count=2487 1813 674 is_linear=0 shrinkage=0.000373476 Tree=320 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=308.925 86.6867 67.3129 threshold=0.094405000000000003 -0.29521499999999995 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022666983890366648 -0.00030046439426138825 0.00020329129821519085 7.0996366533987118e-05 leaf_weight=257.03729549050331 21.760457590222359 292.76574636995792 54.835803896188736 leaf_count=1539 103 636 205 internal_value=0 0.000168344 -0.000174325 internal_weight=0 314.526 311.873 internal_count=2483 739 1744 is_linear=0 shrinkage=0.000244016 Tree=321 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=317.137 84.6652 75.5341 threshold=0.092415000000000011 -0.29521499999999995 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027487518718738945 -0.0003512570302919372 0.0002488766202943302 0.00030025166514411353 leaf_weight=267.8852216899395 23.485320270061493 311.04554803669453 23.04112297296524 leaf_count=1620 110 698 68 internal_value=0 0.000206642 -0.000229228 internal_weight=0 334.531 290.926 internal_count=2496 808 1688 is_linear=0 shrinkage=0.000305367 Tree=322 num_leaves=4 num_cat=0 split_feature=1 150 52 split_gain=302.344 77.8743 77.0326 threshold=0.10098000000000001 0.083205000000000015 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026313623065902917 -0.00038815042678879205 0.00015707987272918522 0.00029289027960209719 leaf_weight=283.37312053143978 17.492868721485138 51.542982921004295 253.10502716898918 leaf_count=1664 90 182 528 internal_value=0 -0.000198435 0.000248722 internal_weight=0 334.916 270.598 internal_count=2464 1846 618 is_linear=0 shrinkage=0.000314673 Tree=323 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=290.954 128.118 57.8911 threshold=0.079890000000000017 0.23716000000000004 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042030237552479198 -0.0003476775753386397 0.00031914620246267246 8.0433819046757778e-05 leaf_weight=173.15044897794724 271.73964756727219 49.389470443129539 125.70540484786034 leaf_count=348 1662 113 335 internal_value=0 -0.000245045 0.00027743 internal_weight=0 321.129 298.856 internal_count=2458 1775 683 is_linear=0 shrinkage=0.000381164 Tree=324 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=178.503 92.9456 75.2964 threshold=0.091615000000000016 -0.060094999999999989 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066292089815145274 -0.00086694486728797161 0.0004500727065896146 0.00046446411662645013 leaf_weight=190.86621872335672 22.374769330024719 45.375914745032787 276.45854179561138 leaf_count=1420 116 179 722 internal_value=0 -0.000449032 0.000364489 internal_weight=0 236.242 298.833 internal_count=2437 1599 838 is_linear=0 shrinkage=0.000699561 Tree=325 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=176.289 83.5138 44.569 threshold=0.081095000000000014 0.13052500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066376145591376379 -0.00045622992392842167 0.00078970429606946898 0.00014417617796870668 leaf_weight=104.00441487133503 253.37626162916422 22.15255206823349 158.3269582092762 leaf_count=237 1762 44 450 internal_value=0 -0.000355777 0.000350367 internal_weight=0 275.529 262.331 internal_count=2493 1806 687 is_linear=0 shrinkage=0.000616658 Tree=326 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=274.188 129.398 45.7419 threshold=0.079890000000000017 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038331343866530149 -0.00032094098691191149 0.00042436988938635456 9.0702307594674287e-05 leaf_weight=169.41793373227119 276.04066522419453 35.475567951798439 126.13597583770752 leaf_count=354 1718 66 334 internal_value=0 -0.000235943 0.000258515 internal_weight=0 311.516 295.554 internal_count=2472 1784 688 is_linear=0 shrinkage=0.000367811 Tree=327 num_leaves=4 num_cat=0 split_feature=1 12 159 split_gain=181.463 75.51 52.5824 threshold=0.10423500000000001 0.083325000000000024 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011348076888350261 -0.00066888662293528229 -0.0005948861953714949 0.00059197090741869404 leaf_weight=113.46430870145559 17.289354681968689 201.67815876752138 196.20090526342392 leaf_count=357 60 1573 487 internal_value=0 -0.000339895 0.000489564 internal_weight=0 315.142 213.49 internal_count=2477 1930 547 is_linear=0 shrinkage=0.000694809 Tree=328 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=312.719 92.3723 86.5424 threshold=0.089790000000000023 0.087170000000000011 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027212418575004176 0.00025657003961576604 -4.3901431913345718e-05 0.00028291816149838455 leaf_weight=245.37160368263721 241.4667234569788 108.89520247280598 22.414189487695694 leaf_count=1497 496 404 64 internal_value=0 0.000163197 -0.000225567 internal_weight=0 350.362 267.786 internal_count=2461 900 1561 is_linear=0 shrinkage=0.000270892 Tree=329 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=245.352 121.474 68.2007 threshold=0.040165000000000006 0.36766000000000004 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035459793166677 -0.0002751332916292006 0.00037158970833256851 2.8893130696213024e-05 leaf_weight=159.76879988610744 284.43549962341785 34.760819435119629 120.62664213776588 leaf_count=331 1769 66 336 internal_value=0 -0.000204599 0.000214547 internal_weight=0 319.196 280.395 internal_count=2502 1835 667 is_linear=0 shrinkage=0.000326993 Tree=330 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=245.269 98.9347 51.5811 threshold=0.079570000000000016 0.30163500000000004 0.18612500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029794798427085559 -0.00031236318113852613 0.00038438417316612389 -0.00023202296004787258 leaf_weight=243.36311934888363 273.69766090810299 31.08074377477169 28.054012507200241 leaf_count=554 1744 61 94 internal_value=0 -0.000241195 0.000243096 internal_weight=0 304.778 271.417 internal_count=2453 1805 648 is_linear=0 shrinkage=0.000370592 Tree=331 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=190.54 70.676 64.6863 threshold=0.089790000000000023 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044045917272499363 -0.00078660784186335955 -0.00069039609835914214 0.00044121350843264026 leaf_weight=32.808741390705109 23.500016987323761 189.37906132638454 278.38741984218359 leaf_count=128 125 1442 773 internal_value=0 -0.000523274 0.000345379 internal_weight=0 222.188 301.887 internal_count=2468 1570 898 is_linear=0 shrinkage=0.000712091 Tree=332 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=344.137 89.99 72.4681 threshold=0.098950000000000024 -0.24861499999999997 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015339473257736523 -0.00032645390665534806 0.00025790699190594591 -0.00023977058252360226 leaf_weight=41.135713145136833 21.93095164000988 276.84517367184162 304.07763016223907 leaf_count=143 104 569 1724 internal_value=0 0.000214907 -0.000192886 internal_weight=0 298.776 345.213 internal_count=2540 673 1867 is_linear=0 shrinkage=0.000278245 Tree=333 num_leaves=4 num_cat=0 split_feature=1 123 16 split_gain=287.894 93.2038 58.4764 threshold=0.10384000000000002 1.0000000180025095e-35 0.27883000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032509952397506508 0.00026729871282027006 0.00026546864273855562 -0.00025930158370722419 leaf_weight=360.49991458654404 191.22366201877594 32.458011761307716 26.767940059304237 leaf_count=1798 465 71 100 internal_value=0 -0.000276257 0.000202536 internal_weight=0 392.958 217.992 internal_count=2434 1869 565 is_linear=0 shrinkage=0.000334201 Tree=334 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=160.265 113.619 9.80161 threshold=0.27626000000000001 -0.18749999999999997 -0.23101999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001001233059732618 0.00015511999388352805 -0.00033279382096896583 0.00081944978806463458 leaf_weight=37.828245833516121 13.557150691747664 379.73914366960526 108.36505031585693 leaf_count=93 35 2109 242 internal_value=0 -0.000211706 0.00074579 internal_weight=0 417.567 121.922 internal_count=2479 2202 277 is_linear=0 shrinkage=0.000735018 Tree=335 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=290.965 111.207 49.3131 threshold=0.079890000000000017 -0.15145999999999996 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040167770141463614 0.00042315586669531663 -0.00030667937648363693 9.5618449453852423e-05 leaf_weight=158.6294030547142 30.734592214226723 299.38148467242718 126.94935454428196 leaf_count=319 80 1736 333 internal_value=0 -0.00023861 0.000265715 internal_weight=0 330.116 285.579 internal_count=2468 1816 652 is_linear=0 shrinkage=0.000365917 Tree=336 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=251.915 77.6678 76.6986 threshold=0.090515000000000012 0.25874500000000006 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032307322372171498 0.00023857207909020681 -0.00039266651232147811 0.00034207104313810013 leaf_weight=238.89446377754211 305.48800672590733 25.289599224925041 22.751584902405739 leaf_count=1539 778 105 67 internal_value=0 0.000190194 -0.000265114 internal_weight=0 330.778 261.646 internal_count=2489 883 1606 is_linear=0 shrinkage=0.000346793 Tree=337 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=190.524 81.8442 70.543 threshold=0.091615000000000016 0.053930000000000006 -0.009184999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057440021353395449 0.00073327668061886763 0.00071187843573971307 7.9768421424421766e-05 leaf_weight=219.04040480405092 119.73873384296894 23.915666624903679 182.04955770075321 leaf_count=1593 271 71 585 internal_value=0 -0.000447514 0.000339233 internal_weight=0 242.956 301.788 internal_count=2520 1664 856 is_linear=0 shrinkage=0.000661409 Tree=338 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=269.6 129.723 49.7789 threshold=0.079890000000000017 -0.15145999999999996 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032253710278266066 0.00048349876078091484 -0.00030477943663282444 -0.00019480773213031259 leaf_weight=257.52220833301544 31.98390519618988 287.95851480960846 28.497622460126877 leaf_count=571 80 1731 93 internal_value=0 -0.000225836 0.000270935 internal_weight=0 319.942 286.02 internal_count=2475 1811 664 is_linear=0 shrinkage=0.000371867 Tree=339 num_leaves=4 num_cat=0 split_feature=4 3 0 split_gain=166.673 129.004 4.83105 threshold=0.27626000000000001 -0.048654999999999997 -0.20669999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045769769524097505 0.00030402876520688459 0.00023347740844144562 0.00067733596927772616 leaf_weight=248.18787355720997 15.015057489275931 169.80579476803541 108.01540304720402 leaf_count=1729 37 486 242 internal_value=0 -0.000176927 0.000632094 internal_weight=0 417.994 123.03 internal_count=2494 2215 279 is_linear=0 shrinkage=0.00061119 Tree=340 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=301.521 106.993 57.6587 threshold=0.10384000000000002 1.0000000180025095e-35 -0.25691499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031037878113568585 -0.00040357510685030398 0.00037608735479439335 0.00036805642541193524 leaf_weight=317.12303972244263 15.499763548374174 38.337798833847046 235.11165709793568 leaf_count=1831 74 76 491 internal_value=0 -0.000236246 0.000320174 internal_weight=0 355.461 250.611 internal_count=2472 1907 565 is_linear=0 shrinkage=0.000388564 Tree=341 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=183.846 96.2248 49.0052 threshold=0.040165000000000006 0.30163500000000004 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00085826072999789309 -0.0005624709872064929 0.00081464535872939907 0.00019152116791806763 leaf_weight=107.484659537673 249.92922678589821 32.109144076704979 146.46290870010853 leaf_count=239 1756 66 412 internal_value=0 -0.00040543 0.000473976 internal_weight=0 282.038 253.948 internal_count=2473 1822 651 is_linear=0 shrinkage=0.000749899 Tree=342 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=326.837 110.496 59.34 threshold=0.078300000000000008 0.12796000000000002 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.0223983357850032e-05 -0.00024933982399370726 0.0003555723361196515 0.000266724163212989 leaf_weight=50.024150371551514 298.50378206372261 26.016328111290932 244.48310716450214 leaf_count=164 1773 48 503 internal_value=0 -0.000200739 0.000209486 internal_weight=0 324.52 294.507 internal_count=2488 1821 667 is_linear=0 shrinkage=0.000282 Tree=343 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=172.597 67.0547 59.9767 threshold=0.089790000000000023 0.26760500000000004 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068526913797605036 0.00048472665807244983 -0.00063568840648333758 0.00027744905010380265 leaf_weight=180.13501659035683 268.13652615249157 32.798698946833611 44.139210678637028 leaf_count=1356 750 148 185 internal_value=0 0.000362422 -0.000495754 internal_weight=0 300.935 224.274 internal_count=2439 898 1541 is_linear=0 shrinkage=0.000740656 Tree=344 num_leaves=4 num_cat=0 split_feature=1 376 159 split_gain=176.304 79.8362 52.2217 threshold=0.10508500000000001 0.049360000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044445083449262993 -0.00065789508340268431 0.00084984618413192338 0.00055881547122780346 leaf_weight=292.52713101357222 17.540690898895264 23.441183477640152 188.90860418975353 leaf_count=1883 61 47 477 internal_value=0 -0.000348162 0.000455139 internal_weight=0 315.968 206.449 internal_count=2468 1930 538 is_linear=0 shrinkage=0.00067619 Tree=345 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=267.122 102.385 57.8111 threshold=0.078300000000000008 -0.047749999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032726202772752599 0.00023647908764066542 -0.00025942027100057241 5.008950396509323e-05 leaf_weight=160.75516322255135 43.372750580310822 276.36629746854305 117.5242835432291 leaf_count=332 142 1668 318 internal_value=0 -0.000192092 0.000210272 internal_weight=0 319.739 278.279 internal_count=2460 1810 650 is_linear=0 shrinkage=0.00030035 Tree=346 num_leaves=4 num_cat=0 split_feature=1 150 484 split_gain=163.392 83.7036 44.8106 threshold=0.10491000000000002 0.081245000000000026 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048801814808425054 -0.00067005363621663763 0.00045868584402893302 0.00057859971309123532 leaf_weight=259.75404367595911 15.31250014901161 56.291957080364227 191.45292371511459 leaf_count=1713 54 200 484 internal_value=0 -0.000319295 0.000485815 internal_weight=0 316.046 206.765 internal_count=2451 1913 538 is_linear=0 shrinkage=0.000704341 Tree=347 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=173.291 72.6153 53.2356 threshold=0.079890000000000017 0.12608000000000003 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064833307375413731 -0.00048647467586558413 0.00075725816906789176 4.4600319109339572e-05 leaf_weight=140.06202544271946 243.09264824539423 22.048322290182114 114.97772000730038 leaf_count=342 1736 46 333 internal_value=0 -0.000382774 0.000376296 internal_weight=0 265.141 255.04 internal_count=2457 1782 675 is_linear=0 shrinkage=0.000657584 Tree=348 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=311.65 80.8296 60.4661 threshold=0.092655000000000015 -0.29521499999999995 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002652062371339978 -0.00035779580564023101 0.00025364887090975727 0.00061784885079256416 leaf_weight=277.56641329824924 23.346286132931709 312.00174027681351 7.9440161585807791 leaf_count=1647 112 701 22 internal_value=0 0.000210976 -0.000240404 internal_weight=0 335.348 285.51 internal_count=2482 813 1669 is_linear=0 shrinkage=0.000317578 Tree=349 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=268.34 86.1485 85.4316 threshold=0.094695000000000015 -0.12077499999999998 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019817260161622229 -0.00033375637553305099 -0.00026701432568117988 0.0002413760264208853 leaf_weight=41.070397555828094 25.077688589692116 262.55517379939556 277.67354907095432 leaf_count=133 117 1587 616 internal_value=0 -0.00020404 0.000193631 internal_weight=0 303.626 302.751 internal_count=2453 1720 733 is_linear=0 shrinkage=0.000298952 Tree=350 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=253.568 105.615 80.0071 threshold=0.054520000000000006 0.30163500000000004 -0.0042499999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029387776369215851 -0.00031157349041209098 0.00027764937906579474 -5.2819346271878281e-05 leaf_weight=131.93897919356823 337.84481118619442 30.242539390921593 112.95532739162445 leaf_count=314 1728 66 326 internal_value=0 -0.000263092 0.000134016 internal_weight=0 368.087 244.894 internal_count=2434 1794 640 is_linear=0 shrinkage=0.000302467 Tree=351 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=278.749 110.419 55.3433 threshold=0.054520000000000006 0.12500000000000003 0.089790000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.6376843631626676e-05 -0.00029108641792718697 0.00044108679254971958 0.00032306454228619232 leaf_weight=52.015611425042152 292.20743948221207 27.477772742509842 229.40122720599174 leaf_count=172 1774 52 487 internal_value=0 -0.000228022 0.000249233 internal_weight=0 319.685 281.417 internal_count=2485 1826 659 is_linear=0 shrinkage=0.000349774 Tree=352 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=282.307 120.529 53.563 threshold=0.079890000000000017 -0.15340499999999999 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.1679078658425316e-05 0.00041018898238226687 -0.0002655213657364297 0.00027699063779134043 leaf_weight=50.625671952962875 27.158288672566414 290.36882761120796 231.91489124298096 leaf_count=169 68 1741 494 internal_value=0 -0.000207603 0.000214512 internal_weight=0 317.527 282.541 internal_count=2472 1809 663 is_linear=0 shrinkage=0.000307244 Tree=353 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=185.295 94.7437 50.4699 threshold=0.078300000000000008 0.30163500000000004 0.089105000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002574474699858771 -0.00062329953381208862 0.00076748585001026317 0.00059009829782034602 leaf_weight=49.439449042081833 246.84343660622835 31.146746426820755 202.39227244257927 leaf_count=169 1773 65 492 internal_value=0 -0.000467226 0.000423668 internal_weight=0 277.99 251.832 internal_count=2499 1838 661 is_linear=0 shrinkage=0.000752474 Tree=354 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=270.199 82.0645 61.1604 threshold=0.10098000000000001 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023653769188795287 -0.00039153437547580851 -0.00029321536372938444 0.00031088298211144079 leaf_weight=42.846871688961983 16.854490652680397 286.74010793864727 239.83534945547581 leaf_count=148 85 1752 531 internal_value=0 -0.00022429 0.000264611 internal_weight=0 329.587 256.69 internal_count=2516 1900 616 is_linear=0 shrinkage=0.000357357 Tree=355 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=280.823 83.4203 75.0041 threshold=0.10384000000000002 1.0000000180025095e-35 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025120162035346862 -0.0003603028563054442 0.00019372308977046561 0.00020228726804685869 leaf_weight=381.8517430126667 18.2452123016119 32.378412976861 202.49971450865269 leaf_count=1847 78 72 484 internal_value=0 -0.000216381 0.000155628 internal_weight=0 414.23 220.745 internal_count=2481 1919 562 is_linear=0 shrinkage=0.000266446 Tree=356 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=308.045 80.8672 77.9121 threshold=0.099325000000000011 -0.24526499999999998 0.081095000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.6515439456633643e-05 -0.00029724987800460974 0.00025693157119384614 -0.00027818768796192305 leaf_weight=92.321537226438522 22.422039523720741 254.40494227409363 230.27135637402534 leaf_count=270 104 539 1534 internal_value=0 0.000211943 -0.000191007 internal_weight=0 276.827 322.593 internal_count=2447 643 1804 is_linear=0 shrinkage=0.00028028 Tree=357 num_leaves=4 num_cat=0 split_feature=1 376 484 split_gain=241.022 85.5527 48.7535 threshold=0.10491000000000002 0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029644681754760607 -0.0003647930585479379 0.00049374486675768077 0.00037766239417958439 leaf_weight=325.25875663757324 16.941494166851044 26.263865083456039 208.26925142109394 leaf_count=1919 57 52 475 internal_value=0 -0.00023727 0.000321658 internal_weight=0 351.523 225.211 internal_count=2503 1971 532 is_linear=0 shrinkage=0.000421894 Tree=358 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=251.432 84.0278 72.7547 threshold=0.098950000000000024 -0.29521499999999995 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3018838234973445e-05 -0.00050339479015410013 0.00032387076020685659 -0.00036145724306807395 leaf_weight=98.920808017253876 19.045070379972458 249.23430962860584 214.2683647274971 leaf_count=316 96 550 1492 internal_value=0 0.000264958 -0.000236895 internal_weight=0 268.279 313.189 internal_count=2454 646 1808 is_linear=0 shrinkage=0.000380526 Tree=359 num_leaves=4 num_cat=0 split_feature=4 40 49 split_gain=175.998 113.516 3.0745 threshold=0.27626000000000001 -0.024094999999999995 -0.029539999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049254869291580632 0.00083507637384432358 -0.00036594647804161928 0.00058048683317916126 leaf_weight=69.079046070575714 22.91434633731842 344.60770684480667 92.307233333587646 leaf_count=166 43 2048 220 internal_value=0 -0.000222497 0.000631879 internal_weight=0 413.687 115.222 internal_count=2477 2214 263 is_linear=0 shrinkage=0.000611625 Tree=360 num_leaves=4 num_cat=0 split_feature=1 12 484 split_gain=303.147 96.7304 53.4555 threshold=0.10384000000000002 0.083325000000000024 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4306612209990044e-05 -0.00021974259979689199 -0.00031940590696534775 0.00029615628490564931 leaf_weight=121.48438647389412 21.320459231734276 230.74011719226837 222.96562592685223 leaf_count=368 70 1535 484 internal_value=0 -0.000200887 0.00025105 internal_weight=0 352.225 244.286 internal_count=2457 1903 554 is_linear=0 shrinkage=0.000311809 Tree=361 num_leaves=4 num_cat=0 split_feature=12 4 159 split_gain=193.713 84.9567 46.7494 threshold=0.079890000000000017 0.18599000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057785895472964083 -0.00056980601441531059 0.00042573768610789352 0.0004572075965178438 leaf_weight=20.012238800525665 231.95653297007084 43.042574346065521 233.52009443938732 leaf_count=72 1696 120 591 internal_value=0 -0.000413875 0.000375287 internal_weight=0 274.999 253.532 internal_count=2479 1816 663 is_linear=0 shrinkage=0.000651366 Tree=362 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=298.364 129.324 62.9419 threshold=0.079890000000000017 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4170877484864667e-05 -0.00024603474678878398 0.00030763551072799565 0.00025224755325603055 leaf_weight=53.754669427871704 294.99593351781368 34.884013056755066 235.10325096547604 leaf_count=179 1749 65 486 internal_value=0 -0.000187401 0.000191498 internal_weight=0 329.88 288.858 internal_count=2479 1814 665 is_linear=0 shrinkage=0.000272268 Tree=363 num_leaves=4 num_cat=0 split_feature=1 150 52 split_gain=189.357 67.2527 47.2652 threshold=0.10384000000000002 0.083295000000000022 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045983273600412518 -0.00065334538773964329 0.00031453555278607631 0.00048249905573316776 leaf_weight=256.88700012117624 14.407405167818068 49.318445898592472 202.7431810349226 leaf_count=1682 74 188 493 internal_value=0 -0.000335041 0.000406841 internal_weight=0 306.205 217.151 internal_count=2437 1870 567 is_linear=0 shrinkage=0.000607828 Tree=364 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=267.186 96.9103 89.7366 threshold=0.094435000000000005 -0.40306999999999998 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003040671088978438 -0.00044056117582332927 0.00024007831998861131 0.00015724303093962507 leaf_weight=240.94425638020039 21.64907705783844 280.51398533582687 48.882254511117935 leaf_count=1510 113 629 175 internal_value=0 0.000191167 -0.000226232 internal_weight=0 302.163 289.827 internal_count=2427 742 1685 is_linear=0 shrinkage=0.000310642 Tree=365 num_leaves=4 num_cat=0 split_feature=12 4 159 split_gain=164.614 86.9534 51.6051 threshold=0.083325000000000024 0.30163500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062378511405015958 -0.00045749015912309801 0.00063418650194418166 0.0003972006554007892 leaf_weight=18.602998003363609 234.74892599880695 28.628600940108299 243.2456456720829 leaf_count=72 1685 60 649 internal_value=0 -0.000338608 0.000324429 internal_weight=0 263.378 261.849 internal_count=2466 1745 721 is_linear=0 shrinkage=0.000592295 Tree=366 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=279.318 70.7995 69.8693 threshold=0.10296000000000001 -0.29521499999999995 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.7779452234673757e-05 -0.00040030233381326268 0.00023067354953230481 -0.0003026270009887582 leaf_weight=56.759910717606544 18.501627504825592 207.00414869189262 350.46408712863922 leaf_count=174 81 502 1727 internal_value=0 0.000178732 -0.000250994 internal_weight=0 225.506 407.224 internal_count=2484 583 1901 is_linear=0 shrinkage=0.000309821 Tree=367 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=275.691 106.702 97.3361 threshold=0.097070000000000004 -0.12077499999999998 -0.24861499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020962561110745984 -0.00031997747175973169 -0.00022876269417450328 0.00022836425026909017 leaf_weight=44.352047011256218 24.214296475052834 275.7808663547039 271.9973561167717 leaf_count=140 116 1614 582 internal_value=0 -0.000167975 0.000183435 internal_weight=0 320.133 296.212 internal_count=2452 1754 698 is_linear=0 shrinkage=0.000262565 Tree=368 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=161.524 69.5381 64.2271 threshold=0.089790000000000023 -0.25691499999999995 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054992371818662086 -0.00065067703267866501 0.0003500822166273578 0.00024780996870425308 leaf_weight=183.70274244248867 26.466041281819344 275.43740470707417 43.503768146038055 leaf_count=1385 138 778 184 internal_value=0 0.000262143 -0.000397133 internal_weight=0 301.903 227.207 internal_count=2485 916 1569 is_linear=0 shrinkage=0.000590766 Tree=369 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=280.182 84.5356 75.3151 threshold=0.10114000000000002 0.062320000000000007 -0.27957499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024344033030835468 -0.00039637910011260232 0.00032181610811575425 0.00028277063979065785 leaf_weight=316.04814410209656 17.204525291919708 28.405147016048431 239.40051431953907 leaf_count=1778 88 76 506 internal_value=0 -0.000196737 0.000237083 internal_weight=0 344.453 256.605 internal_count=2448 1854 594 is_linear=0 shrinkage=0.00031435 Tree=370 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=168.784 88.1345 56.2288 threshold=0.081095000000000014 0.12796000000000002 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038111339397377156 -0.00060926047778947956 0.0010157882171562735 0.00063844656423337972 leaf_weight=42.950371697545052 244.35723689943552 24.055119931697845 207.12683561444283 leaf_count=155 1720 49 507 internal_value=0 -0.000463261 0.000463247 internal_weight=0 268.412 250.077 internal_count=2431 1769 662 is_linear=0 shrinkage=0.000811606 Tree=371 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=254.741 93.4356 48.9259 threshold=0.079890000000000017 0.36766000000000004 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033168358316999048 -0.00027055326296327267 0.00033566029549503794 6.3418956276451764e-05 leaf_weight=155.38916087150574 273.23956289887428 28.829540848731995 127.23393160104752 leaf_count=337 1733 58 342 internal_value=0 -0.000212593 0.000210987 internal_weight=0 302.069 282.623 internal_count=2470 1791 679 is_linear=0 shrinkage=0.000320747 Tree=372 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=171.785 87.0374 51.1655 threshold=0.078300000000000008 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00074400380643424601 -0.00055220517559123497 0.00072833768336167748 8.1097376304558802e-05 leaf_weight=135.49213044345379 243.6998282968998 32.388902008533478 117.31759679317474 leaf_count=327 1736 70 332 internal_value=0 -0.000401746 0.000436551 internal_weight=0 276.089 252.81 internal_count=2465 1806 659 is_linear=0 shrinkage=0.000734907 Tree=373 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=162.536 79.9034 44.369 threshold=0.040165000000000006 -0.10072999999999999 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065824934228414717 0.00022052027385521033 -0.00059793574765931398 7.5971802923854365e-05 leaf_weight=122.31536619365215 73.147766426205635 203.08258158713579 114.12299397587776 leaf_count=298 300 1525 326 internal_value=0 -0.000381201 0.000377367 internal_weight=0 276.23 236.438 internal_count=2449 1825 624 is_linear=0 shrinkage=0.000671725 Tree=374 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=252.633 109.779 56.1975 threshold=0.079890000000000017 0.30163500000000004 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003684049436914264 -0.00031014592753770442 0.00038703355474307023 4.4576672967953575e-05 leaf_weight=156.71730473637581 273.89499147236347 31.455881923437119 117.44282224774361 leaf_count=339 1758 61 322 internal_value=0 -0.00023821 0.00022976 internal_weight=0 305.351 274.16 internal_count=2480 1819 661 is_linear=0 shrinkage=0.000353939 Tree=375 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=252.252 108.088 61.2651 threshold=0.040165000000000006 0.23716000000000004 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025276764362893654 -0.00028961628303268163 0.00024329214531090224 -0.00022513006237649178 leaf_weight=248.28590074181557 267.08812703192234 44.415423735976219 30.064367070794106 leaf_count=560 1689 108 101 internal_value=0 -0.000213572 0.000201081 internal_weight=0 311.504 278.35 internal_count=2458 1797 661 is_linear=0 shrinkage=0.000316596 Tree=376 num_leaves=4 num_cat=0 split_feature=12 13 484 split_gain=160.408 88.3271 57.0215 threshold=0.083325000000000024 -0.15145999999999996 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00064907791640465135 0.00096100105975581462 -0.00054164201861681496 0.00051948244722233169 leaf_weight=25.001503899693489 23.20369578897953 240.05628811568022 235.12489828467369 leaf_count=102 64 1696 618 internal_value=0 -0.000408847 0.000406938 internal_weight=0 263.26 260.126 internal_count=2480 1760 720 is_linear=0 shrinkage=0.000736934 Tree=377 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=160.647 75.7436 53.1449 threshold=0.10508500000000001 0.081245000000000026 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050515608087727632 0.00061982685136586883 0.00036062374570266104 -0.00023781013916107017 leaf_weight=256.74621925503016 155.78649953007698 57.259535074234009 42.635526195168495 leaf_count=1727 387 210 142 internal_value=0 -0.000347207 0.000435514 internal_weight=0 314.006 198.422 internal_count=2466 1937 529 is_linear=0 shrinkage=0.000681118 Tree=378 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=160.105 80.4618 57.4038 threshold=0.098950000000000024 -0.12077499999999998 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042846432804896271 0.00044778703451329267 -0.00044543135830316869 -0.00042215864287069185 leaf_weight=42.083800688385963 204.86796562373638 239.00031332671642 29.439057990908623 leaf_count=152 516 1680 132 internal_value=0 -0.000314474 0.000338335 internal_weight=0 281.084 234.307 internal_count=2480 1832 648 is_linear=0 shrinkage=0.00058334 Tree=379 num_leaves=4 num_cat=0 split_feature=4 12 150 split_gain=150.251 104.926 3.8915 threshold=0.28064000000000006 0.081095000000000014 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020239744892791407 0.00058504989290153399 -0.0004740332131391326 0.00085829426702054078 leaf_weight=165.91476628929377 78.516513526439667 232.45493108779192 31.756507307291031 leaf_count=470 199 1732 64 internal_value=0 -0.000192333 0.00066453 internal_weight=0 398.37 110.273 internal_count=2465 2202 263 is_linear=0 shrinkage=0.000649919 Tree=380 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=252.997 85.4177 41.7248 threshold=0.079890000000000017 0.12796000000000002 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.5713900793955199e-05 -0.0003127320953672308 0.0004489441980803084 0.00032535630362812466 leaf_weight=43.323128223419189 272.85701610147953 23.561843037605286 230.81710939109325 leaf_count=143 1740 46 521 internal_value=0 -0.000252041 0.000260385 internal_weight=0 296.419 274.14 internal_count=2450 1786 664 is_linear=0 shrinkage=0.000384546 Tree=381 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=221.862 118.283 61.8947 threshold=0.079890000000000017 0.23716000000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029332985222397644 -0.00023866466598179158 0.00022320785772722565 3.0516143137077922e-05 leaf_weight=151.64355516433716 263.22414280474186 50.293456941843033 124.4200452119112 leaf_count=325 1694 120 344 internal_value=0 -0.000164519 0.000174942 internal_weight=0 313.518 276.064 internal_count=2483 1814 669 is_linear=0 shrinkage=0.000276182 Tree=382 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=288.202 124.466 48.5216 threshold=0.078300000000000008 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026192854306580676 -0.00019706277991980644 0.00026299363349172999 6.6797165717724053e-05 leaf_weight=160.92208434641361 292.27142629027367 36.454370781779289 125.27860917150974 leaf_count=326 1739 68 329 internal_value=0 -0.000145972 0.000176573 internal_weight=0 328.726 286.201 internal_count=2462 1807 655 is_linear=0 shrinkage=0.000235052 Tree=383 num_leaves=4 num_cat=0 split_feature=1 15 159 split_gain=156.548 75.3118 38.5677 threshold=0.10508500000000001 0.082725000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7808254427099667e-05 -0.00062660610722138025 -0.00088472042844635573 0.00066013374106614826 leaf_weight=216.344083070755 15.724610909819601 104.53048054873943 183.23728984594345 leaf_count=1100 53 868 477 internal_value=0 -0.000334147 0.000558143 internal_weight=0 320.875 198.962 internal_count=2498 1968 530 is_linear=0 shrinkage=0.000790507 Tree=384 num_leaves=4 num_cat=0 split_feature=4 40 4 split_gain=139.064 104.206 3.57185 threshold=0.27626000000000001 -0.03549999999999999 0.51087000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0006046322060335417 0.00061908005851633201 -0.00041374999505558143 0.0009040065665275748 leaf_weight=68.899613998830318 65.235953778028488 322.84329867362976 42.066026210784912 leaf_count=170 162 2017 100 internal_value=0 -0.000234516 0.000731607 internal_weight=0 391.743 107.302 internal_count=2449 2187 262 is_linear=0 shrinkage=0.000752228 Tree=385 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=260.143 90.214 68.4274 threshold=0.10114000000000002 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001857179385026509 -0.00031975860296239183 -0.00023354745946863295 0.00024181391083950179 leaf_weight=47.978205382823944 18.715552851557732 293.04067173600197 242.7275787293911 leaf_count=161 94 1726 532 internal_value=0 -0.000174519 0.000201494 internal_weight=0 341.019 261.443 internal_count=2513 1887 626 is_linear=0 shrinkage=0.000283657 Tree=386 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=252.355 91.8856 72.8207 threshold=0.092550000000000007 -0.12077499999999998 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002497432023064507 -0.00038916495984330006 -0.00036466270687244754 0.00027471065237957463 leaf_weight=40.387624830007553 25.348435387015343 231.86694531142712 289.42810887098312 leaf_count=141 121 1518 698 internal_value=0 -0.000273453 0.00022113 internal_weight=0 272.255 314.777 internal_count=2478 1659 819 is_linear=0 shrinkage=0.000376249 Tree=387 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=152.979 91.0064 61.8853 threshold=0.094090000000000021 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052086931113240573 0.00048951057678276182 -0.00056271512242477082 -0.00031362580161184786 leaf_weight=39.842326387763023 211.29868936538696 207.5211398974061 51.488796517252922 leaf_count=140 580 1561 180 internal_value=0 -0.000388028 0.000332083 internal_weight=0 247.363 262.787 internal_count=2461 1701 760 is_linear=0 shrinkage=0.000657354 Tree=388 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=149.614 86.1938 48.9402 threshold=0.083325000000000024 0.12608000000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020392761928543683 -0.00044725713848245755 0.0006863987832073454 0.00045587911497211523 leaf_weight=50.432844154536724 227.00616984814405 26.892495363950729 202.81274761259556 leaf_count=200 1681 58 517 internal_value=0 -0.000326933 0.000324449 internal_weight=0 253.899 253.246 internal_count=2456 1739 717 is_linear=0 shrinkage=0.000599766 Tree=389 num_leaves=4 num_cat=0 split_feature=1 457 52 split_gain=269.951 77.9612 73.1888 threshold=0.10114000000000002 0.082380000000000009 -0.27957499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017878292858764151 -0.00028840591758820663 0.00015948851084716936 0.00020427147207367492 leaf_weight=294.55708621442318 16.722426295280457 40.325679615139961 242.47405098378658 leaf_count=1721 84 125 519 internal_value=0 -0.00013801 0.000172375 internal_weight=0 334.883 259.196 internal_count=2449 1846 603 is_linear=0 shrinkage=0.000228392 Tree=390 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=252.063 100.303 44.8593 threshold=0.079890000000000017 0.12796000000000002 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034050308611096572 -0.00026773412176344334 0.00043326955185232909 7.7679557399844664e-05 leaf_weight=151.83475723862648 267.21636167168617 23.339104056358337 125.09165145456791 leaf_count=332 1740 44 334 internal_value=0 -0.00021128 0.000221861 internal_weight=0 290.555 276.926 internal_count=2450 1784 666 is_linear=0 shrinkage=0.000324924 Tree=391 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=234.834 110.913 49.6059 threshold=0.079890000000000017 0.40293000000000007 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024484750494009453 -0.0002566610299784385 0.00033915599133979747 -0.00014181013820453126 leaf_weight=245.07014942169189 273.85835529863834 32.864660158753395 35.735477834939957 leaf_count=563 1741 63 114 internal_value=0 -0.00019272 0.000195604 internal_weight=0 306.723 280.806 internal_count=2481 1804 677 is_linear=0 shrinkage=0.000306873 Tree=392 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=255.198 115.813 54.7358 threshold=0.054520000000000006 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032410085692578735 -0.0002500858413614647 0.0003404096269282958 5.1623805656058357e-05 leaf_weight=159.86317725479603 285.65273487567902 33.873818516731262 116.53752806782722 leaf_count=337 1753 65 321 internal_value=0 -0.000187389 0.000209285 internal_weight=0 319.527 276.401 internal_count=2476 1818 658 is_linear=0 shrinkage=0.000302346 Tree=393 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=242.997 135.201 3.55515 threshold=0.28064000000000006 0.083325000000000024 -0.21407999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5652711702443868e-05 0.000130391998318596 -0.0002740669040691648 0.0002784503525202714 leaf_weight=171.70333255827427 12.919943213462828 310.72771392762661 96.657428741455078 leaf_count=503 33 1683 231 internal_value=0 -0.000170972 0.000261144 internal_weight=0 482.431 109.577 internal_count=2450 2186 264 is_linear=0 shrinkage=0.000262055 Tree=394 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=245.063 84.3018 63.587 threshold=0.094405000000000003 -0.29521499999999995 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017117880061743993 -0.0004248835230272273 0.00024014891688413527 -0.00028712161710893355 leaf_weight=36.007788017392159 21.424984082579613 265.062550380826 255.65977741777897 leaf_count=129 110 617 1605 internal_value=0 0.000190268 -0.000230498 internal_weight=0 286.488 291.668 internal_count=2461 727 1734 is_linear=0 shrinkage=0.000323191 Tree=395 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=172.783 78.5771 47.6098 threshold=0.10423500000000001 1.0000000180025095e-35 -0.25691499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043425889549443607 -0.00068945955988333469 0.00052294448830061892 0.00046868661905509799 leaf_weight=275.90180817991495 13.645320937037466 34.720810368657112 185.61715087294579 leaf_count=1869 70 77 469 internal_value=0 -0.000327115 0.000389035 internal_weight=0 310.623 199.262 internal_count=2485 1946 539 is_linear=0 shrinkage=0.000600414 Tree=396 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=262.169 83.9926 75.0658 threshold=0.098950000000000024 0.062320000000000007 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022635382253708878 -0.0003312626789337466 0.00031311212276035819 0.00024097884225369231 leaf_weight=294.4013699144125 19.852000415325165 25.113125756382942 244.57868286967278 leaf_count=1709 98 66 532 internal_value=0 -0.000183858 0.000197896 internal_weight=0 319.514 264.431 internal_count=2405 1775 630 is_linear=0 shrinkage=0.000283657 Tree=397 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=158.932 90.1907 44.1686 threshold=0.083325000000000024 0.13075500000000004 0.082725000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046239680598148848 -0.00060543085908922707 0.00098605226329301311 -0.00087497402711189491 leaf_weight=238.27493620663881 232.38417381793261 22.359201312065125 15.002183414995669 leaf_count=647 1711 45 69 internal_value=0 -0.000465372 0.00038283 internal_weight=0 254.743 253.277 internal_count=2472 1756 716 is_linear=0 shrinkage=0.0007584 Tree=398 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=298.622 75.1397 68.4372 threshold=0.099450000000000011 -0.40306999999999998 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013962205838244967 -0.00038692844586136701 0.00027124101368670994 -0.00028932163482125323 leaf_weight=43.229527920484543 18.606039226055145 249.42128267884254 269.62180672585964 leaf_count=149 98 545 1658 internal_value=0 0.000225409 -0.000230022 internal_weight=0 268.027 312.851 internal_count=2450 643 1807 is_linear=0 shrinkage=0.00031671 Tree=399 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=166.623 62.7859 60.2834 threshold=0.092415000000000011 0.27020000000000005 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046064208696479115 0.00043265931057416183 -0.00050476065068189783 0.0013305634656388724 leaf_weight=223.80015676468611 245.27199873328209 32.084454730153084 7.6338721364736548 leaf_count=1604 660 144 24 internal_value=0 0.000324059 -0.000400944 internal_weight=0 277.356 231.434 internal_count=2432 804 1628 is_linear=0 shrinkage=0.000631006 Tree=400 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=283.324 75.8441 63.037 threshold=0.098950000000000024 0.27020000000000005 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020160088496587494 0.00024376833778529025 -0.00018725566524535671 0.00044100200105132566 leaf_weight=313.67316745221615 244.93185643851757 33.695551827549934 11.405222266912459 leaf_count=1798 524 136 29 internal_value=0 0.000191589 -0.000178911 internal_weight=0 278.627 325.078 internal_count=2487 660 1827 is_linear=0 shrinkage=0.000269663 Tree=401 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=132.049 93.9823 7.3451 threshold=0.28064000000000006 -0.046739999999999997 -0.21407999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004682263658477389 0.00024748469617224579 -0.00043964676905882105 0.00084698601455709878 leaf_weight=93.714189201593399 14.968318879604338 298.94611697643995 93.157797694206238 leaf_count=296 39 1858 227 internal_value=0 -0.000222898 0.000764337 internal_weight=0 392.66 108.126 internal_count=2420 2154 266 is_linear=0 shrinkage=0.000791387 Tree=402 num_leaves=4 num_cat=0 split_feature=12 1 484 split_gain=152.223 78.2152 47.2253 threshold=0.083325000000000024 0.12796000000000002 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056393106056250276 -0.00045153500446906881 0.00078418575571054879 0.00041951855276174113 leaf_weight=20.774890542030334 232.33755294233561 21.914677932858467 235.35752765834332 leaf_count=87 1705 46 643 internal_value=0 -0.000344727 0.000339539 internal_weight=0 254.252 256.132 internal_count=2481 1751 730 is_linear=0 shrinkage=0.000626608 Tree=403 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=252.667 85.8842 83.836 threshold=0.098950000000000024 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021414543090602668 -0.00038237813050481713 -0.00024574097486796629 0.00024896490516812536 leaf_weight=40.238757193088531 19.655015677213669 281.18573606014252 242.80109058320522 leaf_count=141 100 1700 542 internal_value=0 -0.000188114 0.000201542 internal_weight=0 321.424 262.456 internal_count=2483 1841 642 is_linear=0 shrinkage=0.000294711 Tree=404 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=145.198 92.494 8.95026 threshold=0.27772500000000006 -0.024094999999999995 -0.21407999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042260149530247139 0.00014207092937703223 -0.00033343042008722429 0.00063438676909793467 leaf_weight=68.132974117994308 14.969897240400313 323.12201587855816 94.341372206807137 leaf_count=171 40 2033 231 internal_value=0 -0.000201692 0.00056718 internal_weight=0 391.255 109.311 internal_count=2475 2204 271 is_linear=0 shrinkage=0.000590055 Tree=405 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=283.29 82.4298 81.6832 threshold=0.10098000000000001 0.062320000000000007 -0.25691499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020045220523049026 -0.00029813002172153252 0.00025343903298925352 0.00021706602479895659 leaf_weight=312.34454596042633 20.47673736512661 26.711338505148888 246.425860658288 leaf_count=1777 98 73 528 internal_value=0 -0.000164622 0.000177432 internal_weight=0 339.056 266.903 internal_count=2476 1850 626 is_linear=0 shrinkage=0.0002484 Tree=406 num_leaves=4 num_cat=0 split_feature=1 376 484 split_gain=156.939 72.0001 42.5457 threshold=0.10508500000000001 0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039466660183428575 -0.00054546835208047525 0.00074097616155232898 0.00052356047668163184 leaf_weight=280.9602323025465 16.710440620779991 25.011475801467896 180.90774638950825 leaf_count=1881 59 52 481 internal_value=0 -0.000301597 0.000432907 internal_weight=0 305.972 197.618 internal_count=2473 1933 540 is_linear=0 shrinkage=0.000642614 Tree=407 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=136.611 101.019 6.94008 threshold=0.28064000000000006 -0.076644999999999977 -0.21935999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066672175176188191 0.00022962017045314353 -0.00035530502901924148 0.00074445120646150829 leaf_weight=52.436896041035652 14.488513991236685 340.75426115840673 87.546772629022598 leaf_count=124 38 2082 217 internal_value=0 -0.000218854 0.00067168 internal_weight=0 393.191 102.035 internal_count=2461 2206 255 is_linear=0 shrinkage=0.000686095 Tree=408 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=139.101 89.6094 59.8036 threshold=0.10098000000000001 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047822963085557415 -0.0008166804484230376 -0.00042934536556961069 0.00044563188858613847 leaf_weight=46.6948022544384 14.309471294283865 233.48510728031397 201.30932699143887 leaf_count=159 86 1676 526 internal_value=0 -0.000277958 0.000361479 internal_weight=0 280.18 215.619 internal_count=2447 1835 612 is_linear=0 shrinkage=0.000598609 Tree=409 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=224.077 99.7511 41.8591 threshold=0.054520000000000006 0.30163500000000004 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034414041680701376 -0.00024419905060559107 0.00031752502905812866 9.7967936556373001e-05 leaf_weight=106.44466128945351 270.71948999166489 32.351818978786469 156.3361951559782 leaf_count=223 1739 65 415 internal_value=0 -0.000184142 0.000197789 internal_weight=0 303.071 262.781 internal_count=2442 1804 638 is_linear=0 shrinkage=0.000302754 Tree=410 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=234.225 80.3019 51.492 threshold=0.054520000000000006 -0.15340499999999999 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000228368689123793 0.00022889228145829164 -0.00017925876300013802 2.8644910034845046e-05 leaf_weight=152.58738872408867 26.310762643814087 277.67972521483898 111.95541954040527 leaf_count=329 74 1725 307 internal_value=0 -0.000143862 0.000143893 internal_weight=0 303.99 264.543 internal_count=2435 1799 636 is_linear=0 shrinkage=0.000223662 Tree=411 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=276.509 85.9822 67.2129 threshold=0.10098000000000001 0.062320000000000007 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025544186188797497 -0.00039524049471684018 0.00034857839466290419 0.00028216436448772809 leaf_weight=306.13528577983379 16.450191512703896 27.068515747785568 247.00308540463448 leaf_count=1797 85 75 544 internal_value=0 -0.000206272 0.000239717 internal_weight=0 333.204 263.453 internal_count=2501 1872 629 is_linear=0 shrinkage=0.000325385 Tree=412 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=264.926 92.5888 51.6597 threshold=0.054520000000000006 0.12796000000000002 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032031121222732257 -0.00022205237206308288 0.00030728872952689675 8.4244259870319289e-05 leaf_weight=119.61040127277374 281.15331055223942 26.130702033638954 153.97384177148342 leaf_count=238 1743 52 404 internal_value=0 -0.000176943 0.000187541 internal_weight=0 307.284 273.584 internal_count=2437 1795 642 is_linear=0 shrinkage=0.000269449 Tree=413 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=289.883 68.8239 67.6613 threshold=0.10114000000000002 -0.29521499999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017796399102132783 -0.00025356556368233001 0.00020539463566760123 0.00019911342101915701 leaf_weight=309.28901363909245 18.284919738769531 243.4608057141304 26.974581867456436 leaf_count=1792 93 520 55 internal_value=0 0.000173238 -0.000147659 internal_weight=0 261.746 336.264 internal_count=2460 613 1847 is_linear=0 shrinkage=0.000228699 Tree=414 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=284.78 84.5724 62.4019 threshold=0.10114000000000002 -0.12118 -0.25691499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019372387445724186 -0.00032349767357389307 -0.00026275722630816282 0.00027653664510903658 leaf_weight=46.767369374632835 18.519523531198502 299.56383612751961 245.70962911844254 leaf_count=153 90 1750 531 internal_value=0 -0.000201073 0.000234362 internal_weight=0 346.331 264.229 internal_count=2524 1903 621 is_linear=0 shrinkage=0.000315953 Tree=415 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=146.981 77.2098 48.228 threshold=0.079890000000000017 -0.031119999999999998 0.086255000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030417158745031555 0.00052804601595897601 -0.00052854374269990757 0.00048756124532573072 leaf_weight=42.103441670536995 36.510499358177185 220.26481413096189 202.67233075201511 leaf_count=150 139 1648 521 internal_value=0 -0.000378144 0.0003513 internal_weight=0 256.775 244.776 internal_count=2458 1787 671 is_linear=0 shrinkage=0.000673693 Tree=416 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=144.311 74.7512 48.1988 threshold=0.081095000000000014 0.10812000000000001 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031510486107173689 -0.00048603867483586931 0.0017243578402029822 0.00049309677080506598 leaf_weight=45.355473518371582 241.97979080677032 7.8597021847963324 205.18245175480843 leaf_count=167 1740 21 533 internal_value=0 -0.000415761 0.000346711 internal_weight=0 249.839 250.538 internal_count=2461 1761 700 is_linear=0 shrinkage=0.000710051 Tree=417 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=125.714 78.9149 48.8999 threshold=0.10491000000000002 0.084050000000000014 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1540935293822084e-05 0.00066370006314406228 -0.00086102452147520997 -0.0002738870541742874 leaf_weight=212.8579677939415 145.14299999177456 93.009543739259243 37.614124342799187 leaf_count=1118 377 802 131 internal_value=0 -0.000297917 0.000470681 internal_weight=0 305.868 182.757 internal_count=2428 1920 508 is_linear=0 shrinkage=0.000733392 Tree=418 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=139.294 61.7342 43.6999 threshold=0.10384000000000002 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041145234721034861 -0.00076060503202144845 -0.0004427296849352744 0.00048064819680529984 leaf_weight=42.465428337454796 12.908588215708731 244.08065018802881 183.92657850682735 leaf_count=161 73 1713 483 internal_value=0 -0.000316031 0.00039886 internal_weight=0 286.546 196.835 internal_count=2430 1874 556 is_linear=0 shrinkage=0.000654463 Tree=419 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=210.29 82.644 73.2984 threshold=0.092415000000000011 -0.12077499999999998 -0.24861499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022858948495853821 -0.00034760751603053123 -0.00030465877189578191 0.0002229685114545687 leaf_weight=35.620798408985138 25.954549327492714 218.11563666164875 271.03710369765759 leaf_count=121 125 1502 672 internal_value=0 -0.000229731 0.000172993 internal_weight=0 253.736 296.992 internal_count=2420 1623 797 is_linear=0 shrinkage=0.000324924 Tree=420 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=255.779 79.68 66.7885 threshold=0.091615000000000016 -0.009184999999999997 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014577984755998654 0.0003218290385583201 4.3695565218273824e-05 -0.00025833394054955352 leaf_weight=35.81789530813694 133.85174284875393 189.05495920777321 234.22442108392715 leaf_count=119 271 563 1529 internal_value=0 0.000159059 -0.000204695 internal_weight=0 322.907 270.042 internal_count=2482 834 1648 is_linear=0 shrinkage=0.00027587 Tree=421 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=134.042 73.531 57.7869 threshold=0.094405000000000003 -0.060094999999999989 -0.25691499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062258053669290753 -0.00083204987712233436 0.00039424615958719091 0.00049007131771366041 leaf_weight=194.5310769751668 20.526438094675541 51.298648566007614 225.05104428529739 leaf_count=1531 110 211 610 internal_value=0 -0.000410311 0.000379234 internal_weight=0 245.83 245.577 internal_count=2462 1742 720 is_linear=0 shrinkage=0.000756041 Tree=422 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=226.336 97.4737 47.5298 threshold=0.054520000000000006 0.30163500000000004 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035267935129902356 -0.00025455084077271554 0.00033786953502550852 8.4494026742945973e-05 leaf_weight=111.15515343844891 268.06171114742756 29.42686340212822 146.96142545342445 leaf_count=234 1753 57 403 internal_value=0 -0.000195845 0.000200088 internal_weight=0 297.489 258.117 internal_count=2447 1810 637 is_linear=0 shrinkage=0.000309452 Tree=423 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=292.401 128.24 45.1984 threshold=0.054520000000000006 0.18599000000000002 0.087455000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3235607368317731e-05 -0.000227547301228313 0.00019781024946883072 0.00022037820870724555 leaf_weight=45.863929718732834 270.34348990023136 49.507716670632362 237.04621969163418 leaf_count=148 1663 119 507 internal_value=0 -0.000161663 0.000177642 internal_weight=0 319.851 282.91 internal_count=2437 1782 655 is_linear=0 shrinkage=0.000243169 Tree=424 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=200.46 104.898 73.2569 threshold=0.094695000000000015 -0.12077499999999998 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025259175662318471 0.00023288153203090506 -0.00027553098310126718 -0.00026603696604952389 leaf_weight=43.694726437330246 252.64084301888943 245.64921395480633 32.768257021903992 leaf_count=143 598 1603 141 internal_value=0 -0.000195711 0.000175518 internal_weight=0 289.344 285.409 internal_count=2485 1746 739 is_linear=0 shrinkage=0.00031435 Tree=425 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=233.271 103.297 48.3372 threshold=0.078300000000000008 0.30163500000000004 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035371958622912861 -0.00028568099663473493 0.00037273511119659155 6.3861254405251047e-05 leaf_weight=149.51736733317375 266.9911048039794 31.286418527364731 124.10869254171848 leaf_count=331 1750 62 343 internal_value=0 -0.000216506 0.000222328 internal_weight=0 298.278 273.626 internal_count=2486 1812 674 is_linear=0 shrinkage=0.000343307 Tree=426 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=133.736 72.7469 62.5155 threshold=0.10296000000000001 -0.12077499999999998 0.084210000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042657155256714888 0.00055114717420015104 -0.0004576738358221029 -0.00031198628802221035 leaf_weight=46.850690469145775 163.31629073619843 249.41575507819653 45.490582644939423 leaf_count=167 435 1741 161 internal_value=0 -0.000317734 0.000363039 internal_weight=0 296.266 208.807 internal_count=2504 1908 596 is_linear=0 shrinkage=0.000651653 Tree=427 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=244.003 79.6184 53.1691 threshold=0.099515000000000006 0.27883000000000008 0.090810000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023288643195911276 0.00017079945419199376 -0.00022877700190069238 9.8133303218607941e-05 leaf_weight=332.59866797924042 193.48390570282936 33.546004846692085 30.383382871747017 leaf_count=1727 487 134 82 internal_value=0 0.000111674 -0.000205157 internal_weight=0 227.03 362.982 internal_count=2430 621 1809 is_linear=0 shrinkage=0.000239753 Tree=428 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=257.803 82.9339 77.002 threshold=0.10098000000000001 -0.12077499999999998 -0.25691499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018122046816744337 -0.00033533980872686768 -0.00022959849768485884 0.00024892533292477541 leaf_weight=46.296307161450386 19.657677933573723 282.06429901719093 245.9391620606184 leaf_count=152 97 1705 541 internal_value=0 -0.000171634 0.000205559 internal_weight=0 328.361 265.597 internal_count=2495 1857 638 is_linear=0 shrinkage=0.000284716 Tree=429 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=273.814 103.605 59.9861 threshold=0.079890000000000017 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.1860518827335416e-05 -0.00022711462569406865 0.00028002335441765116 0.00023340586566504077 leaf_weight=49.822642207145691 282.23557502031326 30.178148746490479 228.98363438248634 leaf_count=165 1745 59 495 internal_value=0 -0.000178044 0.000177058 internal_weight=0 312.414 278.806 internal_count=2464 1804 660 is_linear=0 shrinkage=0.000260525 Tree=430 num_leaves=4 num_cat=0 split_feature=12 13 484 split_gain=152.861 86.6324 51.4823 threshold=0.083325000000000024 -0.15145999999999996 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069946523430585111 0.00089131386877576088 -0.00053969369091314413 0.00047552136702750633 leaf_weight=20.614035859704018 23.732373997569084 228.58753702044487 233.48066657781601 leaf_count=86 65 1682 640 internal_value=0 -0.000404762 0.000379932 internal_weight=0 252.32 254.095 internal_count=2473 1747 726 is_linear=0 shrinkage=0.00071428 Tree=431 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=270.964 97.7128 59.3339 threshold=0.078300000000000008 0.30163500000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029516111854969518 -0.00026097028042370207 0.00028746485720949157 2.8602774640252966e-05 leaf_weight=155.61088044941425 261.39660741388798 28.15911690890789 113.2157386392355 leaf_count=340 1717 57 317 internal_value=0 -0.000207545 0.000182959 internal_weight=0 289.556 268.827 internal_count=2431 1774 657 is_linear=0 shrinkage=0.000280152 Tree=432 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=151.756 70.9524 38.5807 threshold=0.077995000000000009 0.10812000000000001 -0.040789999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066653707186789134 -0.00044329792371244908 0.0013720742478607985 0.00012861806767298266 leaf_weight=98.895304411649704 248.25906828045845 9.5621602088212949 138.09655544161797 leaf_count=241 1777 24 410 internal_value=0 -0.000375402 0.000353297 internal_weight=0 257.821 236.992 internal_count=2452 1801 651 is_linear=0 shrinkage=0.000657475 Tree=433 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=206.043 92.1765 60.5188 threshold=0.10098000000000001 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029688193918207887 -0.00043784864687704646 -0.00030595917984307892 0.00031404169082057873 leaf_weight=45.607390940189362 17.666680917143822 269.05224960297346 229.59845767915249 leaf_count=150 90 1696 536 internal_value=0 -0.000218508 0.000260147 internal_weight=0 314.66 247.265 internal_count=2472 1846 626 is_linear=0 shrinkage=0.000392459 Tree=434 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=135.247 82.5841 63.6537 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052211161493763479 0.00056097140674200223 -0.00048229298714623492 -0.00030874173958990057 leaf_weight=42.741222009062767 170.33257196843624 236.84076052159071 47.660735115408897 leaf_count=147 455 1688 164 internal_value=0 -0.000328597 0.000370762 internal_weight=0 279.582 217.993 internal_count=2454 1835 619 is_linear=0 shrinkage=0.000665706 Tree=435 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=147.106 73.9034 40.1849 threshold=0.079570000000000016 0.13052500000000003 0.082685000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045388422624870303 -0.00050681842209572938 0.00091052592976985434 -0.00091432876522816724 leaf_weight=227.95400440692902 238.51192006468773 20.559281840920448 11.560381919145582 leaf_count=613 1779 43 48 internal_value=0 -0.000393997 0.00038745 internal_weight=0 259.071 239.514 internal_count=2483 1822 661 is_linear=0 shrinkage=0.000718931 Tree=436 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=245.102 76.5386 71.7348 threshold=0.098950000000000024 -0.12077499999999998 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018501954985946728 0.000233770871323685 -0.00022095997117971381 -0.00019565363466189666 leaf_weight=38.731294050812721 234.0508478730917 276.90701553225517 32.390028849244118 leaf_count=138 522 1687 135 internal_value=0 -0.000171095 0.000181507 internal_weight=0 315.638 266.441 internal_count=2482 1825 657 is_linear=0 shrinkage=0.00027077 Tree=437 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=125.442 69.3369 59.3916 threshold=0.040165000000000006 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058184239608545334 -0.00042096281771197868 0.00060292200051796326 -2.8798841962170453e-05 leaf_weight=120.13222666084766 231.66722229123116 26.280114978551865 108.47643001377583 leaf_count=308 1750 58 331 internal_value=0 -0.000316431 0.000292217 internal_weight=0 257.947 228.609 internal_count=2447 1808 639 is_linear=0 shrinkage=0.000598399 Tree=438 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=246.939 78.2358 73.2517 threshold=0.090515000000000012 0.053930000000000006 -0.25691499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025497641344471604 -0.00030219461192798977 0.00026621892184320375 0.00019288720102637001 leaf_weight=234.50450676679611 24.44306269288063 23.996049925684929 296.54069624841213 leaf_count=1523 118 69 741 internal_value=0 -0.000206501 0.000155094 internal_weight=0 258.501 320.984 internal_count=2451 1592 859 is_linear=0 shrinkage=0.0002754 Tree=439 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=248.096 77.2742 70.8249 threshold=0.10098000000000001 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012123297565408928 -0.0004648284984671807 -0.00034140114470324219 0.00023062983538544692 leaf_weight=47.990524247288704 18.380699262022972 321.40323363244534 204.65352058410645 leaf_count=151 87 1731 532 internal_value=0 -0.000281279 0.000173111 internal_weight=0 369.394 223.034 internal_count=2501 1882 619 is_linear=0 shrinkage=0.000340262 Tree=440 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=267.718 111.55 56.5809 threshold=0.054520000000000006 0.30163500000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.1979241451358374e-05 -0.0002240181360381607 0.00028093869263438377 0.00023255432819331581 leaf_weight=46.298454195261002 286.94194242358208 32.587337374687195 222.20159016549587 leaf_count=155 1765 63 480 internal_value=0 -0.00017244 0.000178307 internal_weight=0 319.529 268.5 internal_count=2463 1828 635 is_linear=0 shrinkage=0.00025898 Tree=441 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=189.619 98.3001 49.4548 threshold=0.079890000000000017 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003316464534984403 -0.00026382002434249504 0.00035214028716652491 3.5390675062757536e-05 leaf_weight=144.94445721805096 264.59059511125088 33.287820607423782 116.11968296766281 leaf_count=337 1775 67 326 internal_value=0 -0.00019488 0.000199945 internal_weight=0 297.878 261.064 internal_count=2505 1842 663 is_linear=0 shrinkage=0.000338269 Tree=442 num_leaves=4 num_cat=0 split_feature=1 0 484 split_gain=264.099 78.875 54.6449 threshold=0.10114000000000002 0.062320000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018731680004334232 -0.0002039637142253221 0.00021830826134680936 0.00020498350795823353 leaf_weight=305.70073254406452 20.22679691016674 30.027865007519722 233.43048444390297 leaf_count=1805 68 83 541 internal_value=0 -0.000150977 0.000172298 internal_weight=0 335.729 253.657 internal_count=2497 1888 609 is_linear=0 shrinkage=0.000239162 Tree=443 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=213.151 86.8464 66.6993 threshold=0.094405000000000003 -0.29521499999999995 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023019109751360763 -0.00040739473027667767 0.00020798749540118061 0.00025946497932951342 leaf_weight=260.59030340611935 20.106390655040741 259.70430125296116 24.827300414443016 leaf_count=1670 108 623 72 internal_value=0 0.000163623 -0.000187513 internal_weight=0 279.811 285.418 internal_count=2473 731 1742 is_linear=0 shrinkage=0.000285942 Tree=444 num_leaves=4 num_cat=0 split_feature=1 0 484 split_gain=150.612 61.5075 53.7622 threshold=0.10098000000000001 0.062320000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047089308006243851 -0.00068147154210719638 0.00070669429756184919 0.00055828091396908734 leaf_weight=261.41822373121977 20.483012303709984 25.864816516637802 196.30828164517879 leaf_count=1790 73 75 535 internal_value=0 -0.000364638 0.000440855 internal_weight=0 287.283 216.791 internal_count=2473 1865 608 is_linear=0 shrinkage=0.000729726 Tree=445 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=213.572 91.1882 62.71 threshold=0.079890000000000017 -0.18708499999999997 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034573505586097541 0.00020359569981203058 -0.00030843648537826101 1.2829763704598315e-05 leaf_weight=145.55936236679554 47.58592576533556 240.98522936552763 116.56655518710613 leaf_count=333 154 1650 334 internal_value=0 -0.000223955 0.000197762 internal_weight=0 288.571 262.126 internal_count=2471 1804 667 is_linear=0 shrinkage=0.000338269 Tree=446 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=216.202 101.399 45.0067 threshold=0.081095000000000014 0.23716000000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028175392704842147 -0.00025627421598597647 0.00022260819515609027 3.8998596370296647e-05 leaf_weight=153.58578975498676 252.21462991833687 44.492080450057983 114.03954799473286 leaf_count=354 1693 111 319 internal_value=0 -0.000184407 0.000178371 internal_weight=0 296.707 267.625 internal_count=2477 1804 673 is_linear=0 shrinkage=0.000292724 Tree=447 num_leaves=4 num_cat=0 split_feature=1 457 52 split_gain=153.65 62.4976 53.044 threshold=0.10098000000000001 0.082380000000000009 0.26430000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045648984861567618 0.00047920978457761091 0.00045208035054583351 -0.00091591278912859879 leaf_weight=246.59832341223955 205.50657677650452 37.789807006716728 12.440461307764052 leaf_count=1719 566 129 48 internal_value=0 -0.000335628 0.000399146 internal_weight=0 284.388 217.947 internal_count=2462 1848 614 is_linear=0 shrinkage=0.000658601 Tree=448 num_leaves=4 num_cat=0 split_feature=1 13 52 split_gain=227.311 67.0551 63.7992 threshold=0.10114000000000002 -0.18749999999999997 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065239145267445846 -0.00041249259237474375 -0.00022744771297400729 0.00027321336325683825 leaf_weight=9.9148652851581556 16.153484001755714 302.97204907983541 233.56157821416855 leaf_count=28 86 1797 540 internal_value=0 -0.000199344 0.000228692 internal_weight=0 312.887 249.715 internal_count=2451 1825 626 is_linear=0 shrinkage=0.000334636 Tree=449 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=235.474 117.226 44.8398 threshold=0.079890000000000017 0.18599000000000002 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026161394566211015 -0.00021974326665970804 0.00019990082740253267 5.6969201880368708e-05 leaf_weight=153.91771155595779 263.37013863027096 51.425532177090645 126.15222799777985 leaf_count=333 1670 128 337 internal_value=0 -0.000151143 0.000169495 internal_weight=0 314.796 280.07 internal_count=2468 1798 670 is_linear=0 shrinkage=0.000254427 Tree=450 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=286.717 133.184 47.5848 threshold=0.079570000000000016 0.30163500000000004 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027719641577485075 -0.00021629771156965753 0.0002758905449101335 8.202621262832527e-05 leaf_weight=129.5141463726759 277.92894475162029 35.359803274273872 159.52847704291344 leaf_count=263 1751 67 424 internal_value=0 -0.000160667 0.000169552 internal_weight=0 313.289 289.043 internal_count=2505 1818 687 is_linear=0 shrinkage=0.000239162 Tree=451 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=142.916 61.0448 56.702 threshold=0.10384000000000002 0.081245000000000026 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050957862601350157 0.00062386269457007527 0.00034527875628739791 -0.00028879349335699737 leaf_weight=250.69389601796865 157.90554878115654 52.451774463057518 45.543456897139549 leaf_count=1729 413 200 155 internal_value=0 -0.000361594 0.000419512 internal_weight=0 303.146 203.449 internal_count=2497 1929 568 is_linear=0 shrinkage=0.000721099 Tree=452 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=143.666 82.161 45.4495 threshold=0.079890000000000017 -0.046739999999999997 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006525337594791102 0.00051455119584739193 -0.00054554152035853759 5.2114692210075598e-05 leaf_weight=128.10979063808918 42.076604969799519 219.27223344147205 116.36803145706654 leaf_count=328 155 1655 344 internal_value=0 -0.000374722 0.000366897 internal_weight=0 261.349 244.478 internal_count=2482 1810 672 is_linear=0 shrinkage=0.000695551 Tree=453 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=130.594 79.4345 44.7701 threshold=0.083325000000000024 -0.046739999999999997 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056535412502700427 0.00051166146243394688 -0.00050563064029582262 1.1131608644206958e-05 leaf_weight=138.91616563498974 38.265964217483997 207.27761146426201 110.20088548213243 leaf_count=393 137 1578 332 internal_value=0 -0.000346933 0.0003203 internal_weight=0 245.544 249.117 internal_count=2440 1715 725 is_linear=0 shrinkage=0.00064942 Tree=454 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=232.828 114.199 56.5676 threshold=0.079890000000000017 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030684455036805768 -0.00024932312253355017 0.00031058864188698144 3.2245364264290227e-05 leaf_weight=149.51219630241394 279.05202896893024 35.340827599167824 114.22734685242176 leaf_count=326 1773 69 318 internal_value=0 -0.000186295 0.000187978 internal_weight=0 314.393 263.74 internal_count=2486 1842 644 is_linear=0 shrinkage=0.00029381 Tree=455 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=139.318 72.3589 51.9705 threshold=0.083325000000000024 0.12796000000000002 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031873659276111907 -0.00056228644095161274 0.00085564238083386183 0.00055460115551082736 leaf_weight=49.200966462492943 218.33592565357685 23.068969562649727 203.00604501366615 leaf_count=201 1663 51 534 internal_value=0 -0.000426453 0.000384163 internal_weight=0 241.405 252.207 internal_count=2449 1714 735 is_linear=0 shrinkage=0.000762902 Tree=456 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=245.823 73.6326 60.5414 threshold=0.098950000000000024 -0.25691499999999995 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014202164929365632 -0.00032420194032729892 0.00023171549316283475 -0.00021870077031753627 leaf_weight=40.604987218976021 19.480174988508224 243.02649021148682 271.34086975455284 leaf_count=143 97 547 1672 internal_value=0 0.000190341 -0.000171713 internal_weight=0 262.507 311.946 internal_count=2459 644 1815 is_linear=0 shrinkage=0.00027576 Tree=457 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=128.663 82.3889 62.5753 threshold=0.092415000000000011 -0.060094999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061632787821342479 0.00077014055562553689 0.00044694562057612605 6.15558391944918e-05 leaf_weight=182.29243895411491 107.9917283654213 48.346809320151806 165.94432447850704 leaf_count=1457 273 197 550 internal_value=0 -0.000393335 0.000341096 internal_weight=0 230.639 273.936 internal_count=2477 1654 823 is_linear=0 shrinkage=0.000724687 Tree=458 num_leaves=4 num_cat=0 split_feature=4 376 0 split_gain=143.72 88.5724 6.01108 threshold=0.27772500000000006 0.048375000000000008 -0.21407999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036547703748250967 0.00027264413129038503 0.00078695212124920777 0.00076013548671309832 leaf_weight=338.93391888588667 15.46530508995056 38.445801600813866 93.426583617925644 leaf_count=2105 41 88 237 internal_value=0 -0.000247874 0.000691251 internal_weight=0 377.38 108.892 internal_count=2471 2193 278 is_linear=0 shrinkage=0.000720443 Tree=459 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=253.202 78.7452 59.5126 threshold=0.098950000000000024 -0.27957499999999996 0.090810000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022170699296415251 -0.00031828556830806415 0.00021944204905845313 0.00017430592811242752 leaf_weight=278.22795936465263 21.395022183656693 244.26654724776745 30.466773152351379 leaf_count=1711 108 554 87 internal_value=0 0.00017602 -0.000182573 internal_weight=0 265.662 308.695 internal_count=2460 662 1798 is_linear=0 shrinkage=0.000269335 Tree=460 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=239.456 76.1665 69.6247 threshold=0.094695000000000015 -0.24861499999999997 0.074250000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024344361188763817 -0.00032931836814973937 0.00022228975721182612 0.00029231575376856517 leaf_weight=256.62795531004667 22.653010204434395 256.37394827604294 21.890141725540161 leaf_count=1669 113 609 63 internal_value=0 0.000177393 -0.000201235 internal_weight=0 279.027 278.518 internal_count=2454 722 1732 is_linear=0 shrinkage=0.000288933 Tree=461 num_leaves=4 num_cat=0 split_feature=4 40 48 split_gain=133.941 100.339 2.52802 threshold=0.30163500000000004 -0.026419999999999996 -0.064549999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00068664212205710965 0.0010939736604122906 -0.00039996319432543007 0.00076347543683883854 leaf_weight=67.597339630126953 19.590998202562332 323.31350787729025 83.565547168254852 leaf_count=168 40 2041 220 internal_value=0 -0.000211922 0.00082736 internal_weight=0 390.911 103.157 internal_count=2469 2209 260 is_linear=0 shrinkage=0.000811651 Tree=462 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=126.066 99.3573 5.07827 threshold=0.27772500000000006 -0.23438999999999996 -0.19242499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010233792448796869 0.00031872485749687911 -0.00033240499338016053 0.00076212357129808671 leaf_weight=31.928903587162495 16.963972151279449 352.79667506366968 88.1223985850811 leaf_count=78 46 2128 226 internal_value=0 -0.000219622 0.000690962 internal_weight=0 384.726 105.086 internal_count=2478 2206 272 is_linear=0 shrinkage=0.000737141 Tree=463 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=179.907 122.459 11.8412 threshold=0.28064000000000006 1.0000000180025095e-35 -0.22491999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021641982640683657 3.1620453398396907e-06 0.00022368438437139079 0.00028581701919392293 leaf_weight=409.11855633556843 13.420344606041906 56.460029527544975 88.189022898674011 leaf_count=2062 39 141 230 internal_value=0 -0.000163008 0.000248529 internal_weight=0 465.579 101.609 internal_count=2472 2203 269 is_linear=0 shrinkage=0.000280335 Tree=464 num_leaves=4 num_cat=0 split_feature=12 4 484 split_gain=123.642 68.0061 47.6133 threshold=0.083325000000000024 0.30163500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00061385010894278349 -0.000518499575071649 0.00065791310504025632 0.00044772238449573116 leaf_weight=24.366196103394032 214.13017984479666 29.099391296505928 227.82638147473335 leaf_count=99 1667 67 644 internal_value=0 -0.000377518 0.000344929 internal_weight=0 243.23 252.193 internal_count=2477 1734 743 is_linear=0 shrinkage=0.000723117 Tree=465 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=138.132 75.2602 46.7412 threshold=0.054520000000000006 0.14121000000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00078850067237699016 -0.00048972919256650229 0.0015673234006628321 0.00010930356769960695 leaf_weight=96.484297379851341 241.17334252595901 10.204190671443937 135.26405857503414 leaf_count=240 1793 24 412 internal_value=0 -0.000405566 0.000392319 internal_weight=0 251.378 231.748 internal_count=2469 1817 652 is_linear=0 shrinkage=0.00074565 Tree=466 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=119.483 61.9588 40.2795 threshold=0.10508500000000001 -0.11749 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040606486519941616 -0.00062116345672382661 -0.0004830656982464803 0.00055331483507958649 leaf_weight=52.644606500864029 17.862615868449211 246.66711681336164 164.39838416874409 leaf_count=201 63 1747 467 internal_value=0 -0.000326587 0.000437899 internal_weight=0 299.312 182.261 internal_count=2478 1948 530 is_linear=0 shrinkage=0.000744572 Tree=467 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=135.423 54.6143 36.6743 threshold=0.10384000000000002 1.0000000180025095e-35 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043881728733805649 -0.00067522578523326112 0.00051852276426492554 0.00049018921714229127 leaf_weight=254.85459967702627 13.341633088886736 30.778784438967705 174.75137297809124 leaf_count=1841 73 71 480 internal_value=0 -0.000335495 0.000407173 internal_weight=0 285.633 188.093 internal_count=2465 1912 553 is_linear=0 shrinkage=0.000679807 Tree=468 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=115.874 73.3865 58.6547 threshold=0.089790000000000023 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051441467228495789 -0.00081878163362949141 -0.00058316437787921203 0.00036704281636123739 leaf_weight=33.961747586727142 21.035416223108768 173.64428715407848 250.4895992949605 leaf_count=129 119 1441 787 internal_value=0 -0.000403434 0.000274876 internal_weight=0 207.606 271.525 internal_count=2476 1570 906 is_linear=0 shrinkage=0.000683657 Tree=469 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=129.401 50.1549 48.6297 threshold=0.10384000000000002 0.083325000000000024 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.729135763660768e-05 0.00063765362904371411 -0.00064752169894893787 -0.00031053522343832141 leaf_weight=108.18033868074417 145.98991060256958 169.53052835911512 40.063703037798405 leaf_count=359 414 1538 142 internal_value=0 -0.000388646 0.000433412 internal_weight=0 277.711 186.054 internal_count=2453 1897 556 is_linear=0 shrinkage=0.000762978 Tree=470 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=217.02 67.9544 65.7193 threshold=0.094405000000000003 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015719219584990648 -0.00028185066310681413 -0.00025545054261635073 0.00021578404128919546 leaf_weight=40.301669463515282 25.148479029536247 238.61099022626877 254.37572814524174 leaf_count=142 93 1580 647 internal_value=0 -0.000195786 0.000170917 internal_weight=0 278.913 279.524 internal_count=2462 1722 740 is_linear=0 shrinkage=0.000294178 Tree=471 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=134.834 74.3441 39.0375 threshold=0.081095000000000014 0.10812000000000001 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063902147772670111 -0.00042183439845204274 0.0014825912349777527 0.00011817223472502245 leaf_weight=97.031103283166885 225.26134289056063 8.5376234501600248 146.90557853877544 leaf_count=254 1745 21 454 internal_value=0 -0.000351614 0.000325549 internal_weight=0 233.799 243.937 internal_count=2474 1766 708 is_linear=0 shrinkage=0.000637325 Tree=472 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=114.774 76.2271 42.1799 threshold=0.079890000000000017 -0.10939499999999998 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050709551225924397 0.00074329005669554428 -0.00057565737165365298 -0.00059890548862210962 leaf_weight=203.34440524876118 31.805864758789539 206.51893497258425 24.25700306892395 leaf_count=579 114 1688 89 internal_value=0 -0.00039937 0.000388985 internal_weight=0 238.325 227.601 internal_count=2470 1802 668 is_linear=0 shrinkage=0.000794178 Tree=473 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=205.848 78.6474 55.8418 threshold=0.10098000000000001 0.062320000000000007 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018602793071169861 -0.00025489903938752937 0.00026227244612486364 0.00020844984234875497 leaf_weight=289.63852570950985 18.828513830900192 28.738215386867523 221.09503802657127 leaf_count=1771 91 79 517 internal_value=0 -0.000145484 0.000171986 internal_weight=0 318.377 239.924 internal_count=2458 1850 608 is_linear=0 shrinkage=0.000258876 Tree=474 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=105.572 83.6627 4.11947 threshold=0.27772500000000006 -0.075779999999999986 -0.19242499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066652063693805534 0.00033608417917709206 -0.00032705844838738741 0.00073912535033521698 leaf_weight=51.384838610887527 16.267332926392555 313.14343179017305 78.068400919437408 leaf_count=129 45 2023 215 internal_value=0 -0.000186839 0.000670105 internal_weight=0 364.528 94.3357 internal_count=2412 2152 260 is_linear=0 shrinkage=0.000722366 Tree=475 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=116.342 68.8054 47.3582 threshold=0.10098000000000001 -0.12118 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052299948301723917 -0.0007344333260178561 -0.00052345217164716988 0.00051687833695978464 leaf_weight=42.2041225284338 18.607132747769356 214.94638339430094 188.15804308652878 leaf_count=149 101 1657 532 internal_value=0 -0.000351553 0.000403934 internal_weight=0 257.151 206.765 internal_count=2439 1806 633 is_linear=0 shrinkage=0.00075003 Tree=476 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=195.195 111.313 54.5447 threshold=0.054520000000000006 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028407673233061918 -0.00022675006749446074 0.00030442104999832241 2.8748523326750953e-05 leaf_weight=134.2903750538826 264.58013600111008 33.935693234205246 122.05820335447788 leaf_count=308 1755 67 343 internal_value=0 -0.000166274 0.00016257 internal_weight=0 298.516 256.349 internal_count=2473 1822 651 is_linear=0 shrinkage=0.000276471 Tree=477 num_leaves=4 num_cat=0 split_feature=12 13 484 split_gain=224.613 82.6393 50.2541 threshold=0.083325000000000024 -0.15145999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018887580431521295 0.0002979950725557514 -0.00020542835865988522 0.00018932001139914639 leaf_weight=24.746633499860764 22.783415153622627 258.44067879021168 257.26928600668907 leaf_count=95 61 1702 646 internal_value=0 -0.000164541 0.000156072 internal_weight=0 281.224 282.016 internal_count=2504 1763 741 is_linear=0 shrinkage=0.000253902 Tree=478 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=120.768 58.6762 52.5596 threshold=0.091615000000000016 -0.25691499999999995 -0.10919499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035176937785271617 -0.00083776094065054758 0.00039465513832229231 -0.00056769829961947718 leaf_weight=36.121142327785492 20.099539287388325 238.59696690738201 174.23217457532883 leaf_count=154 115 725 1492 internal_value=0 0.000298581 -0.000409707 internal_weight=0 258.697 210.353 internal_count=2486 840 1646 is_linear=0 shrinkage=0.000694385 Tree=479 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=129.189 61.8637 40.232 threshold=0.040165000000000006 0.30163500000000004 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00079339982815828638 -0.00057569428026842877 0.00070383667243644399 0.00011597968662077263 leaf_weight=91.699066162109375 213.16949968039989 26.069633439183235 131.67107090353966 leaf_count=244 1770 60 411 internal_value=0 -0.000436001 0.000394336 internal_weight=0 239.239 223.37 internal_count=2485 1830 655 is_linear=0 shrinkage=0.000785357 Tree=480 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=194.608 72.7176 58.4259 threshold=0.089790000000000023 -0.29521499999999995 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026818162135098747 -0.00042073104664766417 0.00019473514134472913 0.00067867027601327434 leaf_weight=224.60557919740677 21.302196569740772 283.94876623898745 6.862870752811431 leaf_count=1550 118 787 21 internal_value=0 0.000151646 -0.000239794 internal_weight=0 305.251 231.468 internal_count=2476 905 1571 is_linear=0 shrinkage=0.000322017 Tree=481 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=105.715 61.8477 52.2292 threshold=0.089790000000000023 -0.041094999999999993 -0.24588999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014744491126632874 0.00066004570614479102 1.1109208582141498e-05 -0.00044670931710783792 leaf_weight=5.7229616641998282 87.283758863806725 178.70492309331894 188.32160057127476 leaf_count=20 245 673 1548 internal_value=0 0.000224245 -0.000389231 internal_weight=0 265.989 194.045 internal_count=2486 918 1568 is_linear=0 shrinkage=0.000632159 Tree=482 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=191.356 117.006 5.53135 threshold=0.27626000000000001 -0.026419999999999996 -0.14785499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016839290438226464 0.00015170493689111881 -0.00021181421843672466 0.00028707077398069101 leaf_weight=66.476551488041878 30.765217646956444 383.21858476102352 70.920689046382904 leaf_count=171 82 1982 186 internal_value=0 -0.000155582 0.000246328 internal_weight=0 449.695 101.686 internal_count=2421 2153 268 is_linear=0 shrinkage=0.000264706 Tree=483 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=107.171 61.2709 46.2918 threshold=0.054520000000000006 0.13052500000000003 -0.031559999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067102806419368384 -0.00044411803802442472 0.00072882037899957557 5.2581062630710233e-05 leaf_weight=87.322504982352257 217.67986288666725 21.180719122290611 132.6303853392601 leaf_count=234 1755 49 420 internal_value=0 -0.000339816 0.000298324 internal_weight=0 238.861 219.953 internal_count=2458 1804 654 is_linear=0 shrinkage=0.000659786 Tree=484 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=196.958 76.9661 67.083 threshold=0.10098000000000001 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015195478249729658 -0.00033880174182170829 -0.00018964514923693645 0.00019218945311038897 leaf_weight=46.108805820345879 15.02910405397415 260.98030200600624 220.47769115865231 leaf_count=152 83 1681 532 internal_value=0 -0.000138318 0.000158159 internal_weight=0 307.089 235.507 internal_count=2448 1833 615 is_linear=0 shrinkage=0.000243945 Tree=485 num_leaves=4 num_cat=0 split_feature=12 49 484 split_gain=106.368 68.0364 38.2769 threshold=0.083325000000000024 -0.047749999999999994 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005559118289403136 0.00058615366201721477 -0.00053659415717729325 0.00042578757105966235 leaf_weight=22.902290783822536 32.865771077573299 191.30324050039053 206.17675406485796 leaf_count=96 127 1615 617 internal_value=0 -0.000371776 0.000327418 internal_weight=0 224.169 229.079 internal_count=2455 1742 713 is_linear=0 shrinkage=0.00072179 Tree=486 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=119.994 59.316 42.5135 threshold=0.040165000000000006 -0.23791999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067525677235366741 0.00040161941909421591 -0.0006133955893691316 -1.2742672269714922e-05 leaf_weight=117.00205200910568 41.409896790981293 193.47039106488228 97.818452462553978 leaf_count=340 152 1674 303 internal_value=0 -0.00043434 0.000362133 internal_weight=0 234.88 214.821 internal_count=2469 1826 643 is_linear=0 shrinkage=0.000770367 Tree=487 num_leaves=4 num_cat=0 split_feature=4 13 151 split_gain=108.052 89.9517 9.22251 threshold=0.28064000000000006 -0.18749999999999997 -0.08323499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00090684150438225984 6.8714283069962252e-05 -0.00031411837238011969 0.00072209464832175354 leaf_weight=32.666232340037823 12.245543658733366 323.95339964330196 83.307392060756683 leaf_count=90 36 2109 235 internal_value=0 -0.000202029 0.000638539 internal_weight=0 356.62 95.5529 internal_count=2470 2199 271 is_linear=0 shrinkage=0.000702335 Tree=488 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=97.7016 83.6436 6.92352 threshold=0.30163500000000004 -0.18749999999999997 -0.14785499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00085186820573088934 0.00031352208514130617 -0.000306195274380772 0.00073233053566729123 leaf_weight=31.984979160130024 26.822535425424576 320.29519901424646 61.00521719455719 leaf_count=89 77 2118 178 internal_value=0 -0.000200813 0.000604989 internal_weight=0 352.28 87.8278 internal_count=2462 2207 255 is_linear=0 shrinkage=0.000683899 Tree=489 num_leaves=4 num_cat=0 split_feature=12 13 481 split_gain=89.8569 59.3006 45.2935 threshold=0.083325000000000024 -0.23438999999999996 -0.0079799999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089022449889133526 0.001259134082361618 -0.00036131177407368174 0.00035377795630084585 leaf_weight=12.730134822428225 9.6842193007469159 209.98202869296074 219.12213248759508 leaf_count=60 26 1696 676 internal_value=0 -0.000289268 0.000285078 internal_weight=0 219.666 231.852 internal_count=2458 1722 736 is_linear=0 shrinkage=0.000643658 Tree=490 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=185.613 73.8799 49.0379 threshold=0.10491000000000002 0.080930000000000016 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019565620080711421 0.00026684148797059148 0.00019554758347273344 -7.4671840097537899e-05 leaf_weight=282.09893895685673 165.05500656366348 44.119441203773022 41.641951099038124 leaf_count=1790 399 144 136 internal_value=0 -0.000142699 0.000198036 internal_weight=0 326.218 206.697 internal_count=2469 1934 535 is_linear=0 shrinkage=0.000281387 Tree=491 num_leaves=4 num_cat=0 split_feature=12 0 1 split_gain=96.143 71.9246 42.7175 threshold=0.083325000000000024 -0.060094999999999989 0.090515000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017011580446978986 -0.00053264937472385855 0.000377706727396004 0.00046767494750291571 leaf_weight=64.50872553139925 171.38441979140043 48.811563447117805 160.29428248107433 leaf_count=251 1515 241 469 internal_value=0 -0.000330758 0.000284663 internal_weight=0 220.196 224.803 internal_count=2476 1756 720 is_linear=0 shrinkage=0.000662139 Tree=492 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=158.622 83.7694 44.1785 threshold=0.079890000000000017 0.23716000000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028138225758231328 -0.00023153066239529955 0.00022614802925104206 2.8696962381239798e-05 leaf_weight=135.23479473590851 231.46108674257994 41.646599546074867 111.72176000475883 leaf_count=336 1694 108 324 internal_value=0 -0.000161674 0.000167134 internal_weight=0 273.108 246.957 internal_count=2462 1802 660 is_linear=0 shrinkage=0.000297375 Tree=493 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=194.254 75.9439 70.3417 threshold=0.089790000000000023 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018032775310774016 -0.00033057842582675774 -0.00026066478415165618 0.00017743585116212452 leaf_weight=36.098039373755455 22.956285960972309 200.97801076620817 297.7766248434782 leaf_count=123 125 1420 813 internal_value=0 -0.000193464 0.000140972 internal_weight=0 237.076 320.733 internal_count=2481 1543 938 is_linear=0 shrinkage=0.000280216 Tree=494 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=178.428 74.6273 62.6512 threshold=0.079890000000000017 0.30163500000000004 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013895078332871509 -0.00021790335099618731 0.00020242246495544801 0.00015042764825690905 leaf_weight=53.358221232891083 294.66270267963409 25.257342979311943 182.21575273573399 leaf_count=176 1755 61 506 internal_value=0 -0.00018466 8.48477e-05 internal_weight=0 319.92 235.574 internal_count=2498 1816 682 is_linear=0 shrinkage=0.000235052 Tree=495 num_leaves=4 num_cat=0 split_feature=12 4 159 split_gain=177.334 79.1063 52.5854 threshold=0.079890000000000017 0.30163500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027465261570997087 -0.00021796028083695591 0.00025838758062749525 0.00018769935516511281 leaf_weight=20.069016665220261 246.37710344791412 29.361266061663628 233.68155351281166 leaf_count=74 1721 62 591 internal_value=0 -0.000167153 0.000151027 internal_weight=0 275.738 253.751 internal_count=2448 1783 665 is_linear=0 shrinkage=0.000274722 Tree=496 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=99.5298 62.4993 39.2924 threshold=0.10491000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032692619151338177 0.00050065734641847003 0.00044428273363011705 -0.00016028569854731177 leaf_weight=239.95459525287151 136.75485284626484 42.565913371741772 40.033500343561172 leaf_count=1779 403 151 141 internal_value=0 -0.000210602 0.000350981 internal_weight=0 282.521 176.788 internal_count=2474 1930 544 is_linear=0 shrinkage=0.000587157 Tree=497 num_leaves=4 num_cat=0 split_feature=4 13 49 split_gain=99.1509 74.5654 7.10288 threshold=0.27190000000000009 -0.23438999999999996 0.0021350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00086726280278939544 0.00069359238671149728 -0.00027750855387978355 0.00017149871014523517 leaf_weight=30.474410027265549 83.511531226336956 327.66914115101099 15.232246451079844 leaf_count=83 241 2105 51 internal_value=0 -0.000179859 0.00061334 internal_weight=0 358.144 98.7438 internal_count=2480 2188 292 is_linear=0 shrinkage=0.000701165 Tree=498 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=208.27 73.5614 67.5538 threshold=0.094435000000000005 -0.24861499999999997 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013474801719604189 -0.00028458709565435698 0.00017606862134855332 -0.00020752593211134283 leaf_weight=38.388428941369057 21.464481547474861 246.14390751719475 231.20392078906298 leaf_count=139 113 624 1604 internal_value=0 0.000139017 -0.000158752 internal_weight=0 267.608 269.592 internal_count=2480 737 1743 is_linear=0 shrinkage=0.000239162 Tree=499 num_leaves=4 num_cat=0 split_feature=12 13 484 split_gain=186.175 80.4978 37.1046 threshold=0.079890000000000017 -0.15145999999999996 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019705256447436013 0.00027652245603186116 -0.00019658099805342053 0.00018772322358730456 leaf_weight=18.281202435493469 26.924800381064415 252.35886311531067 229.56265011429787 leaf_count=67 74 1753 587 internal_value=0 -0.000150878 0.000159266 internal_weight=0 279.284 247.844 internal_count=2481 1827 654 is_linear=0 shrinkage=0.000260525 Tree=500 num_leaves=4 num_cat=0 split_feature=4 12 3 split_gain=108.908 75.5238 3.64922 threshold=0.27190000000000009 0.081095000000000014 0.11078 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018793945994299266 0.00077359249721345739 -0.00050959947520318367 0.0004587963095456874 leaf_weight=150.39187892526388 67.712365739047527 199.12112843245268 30.005528524518013 leaf_count=457 193 1706 95 internal_value=0 -0.000209492 0.000677566 internal_weight=0 349.513 97.7179 internal_count=2451 2163 288 is_linear=0 shrinkage=0.000743164 Tree=501 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=174.875 72.8775 50.1186 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018379524557923739 0.000246611084776457 -0.00022022490106534756 -8.9242725627231963e-05 leaf_weight=44.363041430711746 180.68882565200329 259.23296512663364 47.672684103250504 leaf_count=156 456 1697 155 internal_value=0 -0.000161141 0.000176489 internal_weight=0 303.596 228.362 internal_count=2464 1853 611 is_linear=0 shrinkage=0.000291537 Tree=502 num_leaves=4 num_cat=0 split_feature=12 13 15 split_gain=95.7963 64.9357 36.2289 threshold=0.081095000000000014 -0.10939499999999998 0.059235000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039503462542057839 0.00066454277053050361 -0.00048109557421494893 -0.00076398862217042223 leaf_weight=210.97449058294296 28.632794424891472 197.38971786946058 14.517785504460333 leaf_count=624 102 1672 63 internal_value=0 -0.000335708 0.000320072 internal_weight=0 226.023 225.492 internal_count=2461 1774 687 is_linear=0 shrinkage=0.000712027 Tree=503 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=197.409 64.693 61.6077 threshold=0.089790000000000023 -0.12077499999999998 0.087170000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012897695689410821 0.0002036255128092203 -0.00023347704612595714 -3.3586496064616115e-05 leaf_weight=35.813985660672188 205.47904519736767 196.80906861275434 100.43568296730518 leaf_count=129 505 1447 413 internal_value=0 -0.000177639 0.000125762 internal_weight=0 232.623 305.915 internal_count=2494 1576 918 is_linear=0 shrinkage=0.000248283 Tree=504 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=178.266 65.6455 57.0867 threshold=0.089790000000000023 0.087170000000000011 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027961675344270227 0.00025717707227424056 -6.5537724782035149e-05 0.00027179740184808644 leaf_weight=202.63221303373575 193.59560053050518 95.326793991029263 20.921140998601913 leaf_count=1508 490 414 62 internal_value=0 0.000150717 -0.000227903 internal_weight=0 288.922 223.553 internal_count=2474 904 1570 is_linear=0 shrinkage=0.000318427 Tree=505 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=106.258 68.8399 58.4938 threshold=0.10044000000000002 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040416488622595692 0.00045056734261644701 -0.00039065453289326721 -0.00028363091959229684 leaf_weight=41.609048962593079 158.66274715214968 209.97358337044716 44.241051875054836 leaf_count=156 479 1676 166 internal_value=0 -0.000259079 0.000290415 internal_weight=0 251.583 202.904 internal_count=2477 1832 645 is_linear=0 shrinkage=0.000565088 Tree=506 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=104.371 54.0868 36.7599 threshold=0.10384000000000002 0.084050000000000014 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013017200941703734 0.00064081275250871391 -0.00092337171751664807 -0.00022257678134903568 leaf_weight=187.03280271589756 133.24320905655622 79.636039070785046 42.14961202442646 leaf_count=1099 409 801 150 internal_value=0 -0.000367336 0.000433317 internal_weight=0 266.669 175.393 internal_count=2459 1900 559 is_linear=0 shrinkage=0.000806351 Tree=507 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=108.911 56.7838 37.4218 threshold=0.10384000000000002 0.083205000000000015 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045332957201248949 0.00058122445064905895 0.00037482836704091227 -0.00019235539943247672 leaf_weight=222.96219919621944 135.34963989257812 49.650814868509769 39.667893834412098 leaf_count=1739 414 197 141 internal_value=0 -0.000302406 0.000405881 internal_weight=0 272.613 175.018 internal_count=2491 1936 555 is_linear=0 shrinkage=0.000700885 Tree=508 num_leaves=4 num_cat=0 split_feature=4 123 47 split_gain=94.869 68.9209 7.26877 threshold=0.27190000000000009 1.0000000180025095e-35 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033173574713290816 0.00077503195688428191 0.00065225221865264132 0.00012590379299614159 leaf_weight=302.12924169003963 80.272960126399994 49.803492903709412 11.975813031196592 leaf_count=2058 243 131 34 internal_value=0 -0.000192324 0.000691016 internal_weight=0 351.933 92.2488 internal_count=2466 2189 277 is_linear=0 shrinkage=0.000775745 Tree=509 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=191.547 85.4353 47.209 threshold=0.078300000000000008 0.12500000000000003 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025822895844840771 -0.00020201846899179894 0.00028887132850473839 3.1152324770802403e-05 leaf_weight=135.7101583480835 255.46749049425125 26.097576051950455 111.97647440433502 leaf_count=329 1761 55 326 internal_value=0 -0.000156422 0.000155631 internal_weight=0 281.565 247.687 internal_count=2471 1816 655 is_linear=0 shrinkage=0.000258876 Tree=510 num_leaves=4 num_cat=0 split_feature=1 0 150 split_gain=82.4807 70.8306 51.7477 threshold=0.088975000000000012 0.074250000000000024 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051151813343754983 1.8148213131918777e-05 0.00084684948443979231 0.00066673361814926049 leaf_weight=165.17411529272795 180.26940537244081 19.273564092814922 80.235865361988544 leaf_count=1478 745 59 220 internal_value=0 -0.00036915 0.000218114 internal_weight=0 184.448 260.505 internal_count=2502 1537 965 is_linear=0 shrinkage=0.000672141 Tree=511 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=163.259 67.5233 54.5419 threshold=0.098950000000000024 -0.27957499999999996 0.11439500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020818649847700706 -0.00031741773184691354 0.00013984229510820328 0.00033212129690896042 leaf_weight=305.91721570491791 21.385491594672203 181.54067085683346 11.439980596303938 leaf_count=1767 99 523 25 internal_value=0 9.15052e-05 -0.000188599 internal_weight=0 202.926 317.357 internal_count=2414 622 1792 is_linear=0 shrinkage=0.000243945 Tree=512 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=182.941 74.9793 37.5126 threshold=0.040165000000000006 -0.028439999999999997 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026785155534109082 0.00017813099115028622 -0.00021562680184773219 5.1907432183938285e-05 leaf_weight=131.42290943861008 42.921270057559013 240.98378425091505 112.88159339129925 leaf_count=321 153 1679 320 internal_value=0 -0.000156051 0.000168143 internal_weight=0 283.905 244.305 internal_count=2473 1832 641 is_linear=0 shrinkage=0.000274722 Tree=513 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=188.52 80.7287 50.0135 threshold=0.078300000000000008 0.23716000000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026907531489821121 -0.00021806462373702811 0.00017731075878751261 3.4444102553337117e-05 leaf_weight=130.67950928211212 238.79781556129456 42.310534834861755 122.90416012704372 leaf_count=313 1704 111 345 internal_value=0 -0.000158508 0.000155422 internal_weight=0 281.108 253.584 internal_count=2473 1815 658 is_linear=0 shrinkage=0.000264054 Tree=514 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=178.654 82.3984 45.9836 threshold=0.040165000000000006 0.12500000000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027953415120410437 -0.00018928683745861208 0.00030010276702613142 5.7680794547351039e-05 leaf_weight=102.53270746767521 254.17989156395197 24.177008956670761 145.65350113809109 leaf_count=235 1780 48 416 internal_value=0 -0.000146677 0.000149419 internal_weight=0 278.357 248.186 internal_count=2479 1828 651 is_linear=0 shrinkage=0.0002538 Tree=515 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=168.712 66.2595 64.6806 threshold=0.090515000000000012 -0.16171499999999997 0.26411500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014924588552776445 0.00015465945475862531 -0.00022046185559454883 -0.00029215076655405301 leaf_weight=35.290463641285896 263.70450606942177 198.01518407464027 21.607398129999638 leaf_count=119 760 1481 98 internal_value=0 -0.000164494 0.00012072 internal_weight=0 233.306 285.312 internal_count=2458 1600 858 is_linear=0 shrinkage=0.000248824 Tree=516 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=183.699 92.308 46.6253 threshold=0.079890000000000017 0.30163500000000004 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2098627537080647e-05 -0.00022312443524962429 0.00028408781238123041 0.00021740451370520509 leaf_weight=46.393659234046936 244.9958029538393 31.735949695110321 215.3483708947897 leaf_count=158 1701 66 525 internal_value=0 -0.000164865 0.000162529 internal_weight=0 276.732 261.742 internal_count=2450 1767 683 is_linear=0 shrinkage=0.000280216 Tree=517 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=165.105 91.9461 48.7157 threshold=0.079890000000000017 0.12205500000000001 -0.0025349999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027342778233215221 -0.00021393955981084271 0.0003103964981189989 2.5321583025680065e-05 leaf_weight=131.93079920113087 246.0352934896946 29.297268778085709 117.43093001842499 leaf_count=322 1718 62 337 internal_value=0 -0.000158043 0.000156652 internal_weight=0 275.333 249.362 internal_count=2439 1780 659 is_linear=0 shrinkage=0.000280216 Tree=518 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=170.335 65.2827 52.3822 threshold=0.10508500000000001 1.0000000180025095e-35 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018352694095733933 -0.00031089216316356681 0.00015902196321267449 0.00014018941851062333 leaf_weight=331.12178169190884 13.474522128701208 29.501684740185738 168.605873093009 leaf_count=1839 62 70 476 internal_value=0 -0.000155463 0.000106637 internal_weight=0 360.623 182.08 internal_count=2447 1909 538 is_linear=0 shrinkage=0.000220948 Tree=519 num_leaves=4 num_cat=0 split_feature=1 376 52 split_gain=178.52 59.9594 53.6964 threshold=0.10398500000000001 0.048375000000000008 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000207720072118371 -0.0003459016265747931 0.00023839702256065308 0.00017404883727754463 leaf_weight=340.55134260654449 14.353982612490652 21.371325507760048 167.73878206312656 leaf_count=1891 65 48 468 internal_value=0 -0.000181312 0.000132875 internal_weight=0 361.923 182.093 internal_count=2472 1939 533 is_linear=0 shrinkage=0.000258876 Tree=520 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=195.535 72.7124 69.533 threshold=0.094405000000000003 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018588448249963528 -0.00036206374154898691 -0.00026401461407080427 0.00021561751271152756 leaf_weight=40.202162012457848 21.538301184773445 234.67843143641949 254.45225690305233 leaf_count=138 113 1579 640 internal_value=0 -0.000198167 0.000170407 internal_weight=0 274.881 275.991 internal_count=2470 1717 753 is_linear=0 shrinkage=0.000309381 Tree=521 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=90.2474 71.309 37.8806 threshold=0.10423500000000001 -0.11749 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044151778039929661 0.00053590062479975031 -0.00047185586069513883 -0.00024585152997458999 leaf_weight=51.42472717165947 126.15793538093567 229.93527526408434 40.179869122803211 leaf_count=194 383 1748 146 internal_value=0 -0.000304808 0.000347025 internal_weight=0 281.36 166.338 internal_count=2471 1942 529 is_linear=0 shrinkage=0.000701738 Tree=522 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=189.094 70.7496 52.0038 threshold=0.079890000000000017 -0.23791999999999999 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025492531472195464 0.00013402926083441689 -0.0002191957220295939 2.2136077657332316e-05 leaf_weight=137.13424147665501 45.321209043264389 233.10388690233231 121.06591454148293 leaf_count=329 152 1634 347 internal_value=0 -0.000161668 0.000145831 internal_weight=0 278.425 258.2 internal_count=2462 1786 676 is_linear=0 shrinkage=0.000258876 Tree=523 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=193.276 86.1646 51.5826 threshold=0.079890000000000017 0.12608000000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011245070678213767 -0.00020541454011020754 0.00029668877990180598 0.00019687691578270002 leaf_weight=43.085430115461349 258.62250190228224 25.031348690390587 221.60935513675213 leaf_count=151 1729 52 541 internal_value=0 -0.000161006 0.0001465 internal_weight=0 283.654 264.695 internal_count=2473 1781 692 is_linear=0 shrinkage=0.000258876 Tree=524 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=193.397 77.9275 42.0305 threshold=0.079890000000000017 0.13052500000000003 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021661573863615509 -0.00022403182833183793 0.00036463090767465133 -0.00015118734629901973 leaf_weight=224.05599698424339 257.85838647186756 20.730354711413383 30.137663438916206 leaf_count=566 1784 43 101 internal_value=0 -0.000180099 0.000172961 internal_weight=0 278.589 254.194 internal_count=2494 1827 667 is_linear=0 shrinkage=0.000292755 Tree=525 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=166.184 86.5537 46.7772 threshold=0.079890000000000017 0.12500000000000003 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.6288851536998044e-05 -0.00017981272808020149 0.00029189066654413147 0.00017852628270754266 leaf_weight=46.686968430876732 251.85245198011398 24.304762050509453 207.20205046236515 leaf_count=159 1722 49 510 internal_value=0 -0.000138196 0.000129814 internal_weight=0 276.157 253.889 internal_count=2440 1771 669 is_linear=0 shrinkage=0.000239162 Tree=526 num_leaves=4 num_cat=0 split_feature=1 15 484 split_gain=98.8449 56.4587 42.844 threshold=0.10439500000000002 0.084050000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6516793255023581e-05 -0.00079383755576346914 -0.00091034751439651414 0.00061486109202247381 leaf_weight=205.32088686525822 16.784511081874371 82.226415753364563 157.86195762455463 leaf_count=1135 62 790 477 internal_value=0 -0.00032236 0.000479055 internal_weight=0 287.547 174.646 internal_count=2464 1925 539 is_linear=0 shrinkage=0.000840469 Tree=527 num_leaves=4 num_cat=0 split_feature=1 39 3 split_gain=97.5583 67.8479 62.2774 threshold=0.077845000000000011 0.0095750000000000019 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056312307713023233 -1.1424167593568475e-05 0.00067506430469290509 0.00151233194278426 leaf_weight=140.32235126942396 220.8529877141118 87.718558184802532 6.5019360631704322 leaf_count=1277 948 238 18 internal_value=0 0.0001839 -0.000470132 internal_weight=0 308.572 146.824 internal_count=2481 1186 1295 is_linear=0 shrinkage=0.000660672 Tree=528 num_leaves=4 num_cat=0 split_feature=4 13 151 split_gain=102.935 87.2505 3.82392 threshold=0.28064000000000006 -0.18749999999999997 -0.083134999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0008845968790121289 0.00029397020051824752 -0.00030161969238105243 0.00068899620841323382 leaf_weight=32.027467556297779 13.94655207544565 328.24482104927301 75.332897283136845 leaf_count=86 38 2108 221 internal_value=0 -0.000195925 0.000627734 internal_weight=0 360.272 89.2794 internal_count=2453 2194 259 is_linear=0 shrinkage=0.000687067 Tree=529 num_leaves=4 num_cat=0 split_feature=12 4 159 split_gain=183.847 82.9922 45.4266 threshold=0.079890000000000017 0.23993500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021967955706852181 -0.00019577008804980145 0.0001575040054748429 0.00016543192522589154 leaf_weight=18.315456047654152 238.16009262949228 43.751515597105026 231.33752213418484 leaf_count=69 1679 119 594 internal_value=0 -0.000140903 0.000137093 internal_weight=0 281.912 249.653 internal_count=2461 1798 663 is_linear=0 shrinkage=0.000235965 Tree=530 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=185.617 85.6848 48.305 threshold=0.079890000000000017 0.13052500000000003 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027985839562912518 -0.00019876714744478926 0.00033436216381222712 5.0479315124211206e-05 leaf_weight=106.57229787111282 261.85114374011755 21.791234791278839 145.50746014714241 leaf_count=243 1783 43 421 internal_value=0 -0.000157693 0.000147536 internal_weight=0 283.642 252.08 internal_count=2490 1826 664 is_linear=0 shrinkage=0.000258876 Tree=531 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=102.781 60.9914 58.8222 threshold=0.089790000000000023 -0.24526499999999998 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062575131294614406 -0.0008151583961106153 0.00034806672406314826 0.00031943619759476475 leaf_weight=150.37658559530973 23.438799656927586 229.75003600865602 39.280331000685692 leaf_count=1366 133 763 176 internal_value=0 0.000240069 -0.000429918 internal_weight=0 253.189 189.657 internal_count=2438 896 1542 is_linear=0 shrinkage=0.00068834 Tree=532 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=186.854 62.4157 53.2483 threshold=0.10098000000000001 0.062320000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017710519530876305 -0.00023871503030962855 0.00023579931643796079 0.00020516693064761397 leaf_weight=284.86901772022247 19.740927904844284 26.749626189470291 208.44425891339779 leaf_count=1817 70 78 542 internal_value=0 -0.000141589 0.000166667 internal_weight=0 311.619 228.185 internal_count=2507 1895 612 is_linear=0 shrinkage=0.000258876 Tree=533 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=102.151 57.3835 39.366 threshold=0.083325000000000024 0.12608000000000003 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058118982257437479 -0.00050807554580589958 0.00073497814600712269 -1.0390729718705944e-05 leaf_weight=117.55233524739742 201.01307037472725 20.992676503956318 113.67645893990993 leaf_count=382 1699 49 361 internal_value=0 -0.000390222 0.000290493 internal_weight=0 222.006 231.229 internal_count=2491 1748 743 is_linear=0 shrinkage=0.000716955 Tree=534 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=115.061 61.6868 39.8055 threshold=0.040165000000000006 0.30163500000000004 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066844050148779971 -0.0004903001497357102 0.00056034723547946546 8.3192242233799939e-05 leaf_weight=88.05034527182579 206.17821741104126 28.901783488690853 132.16850124299526 leaf_count=243 1750 72 425 internal_value=0 -0.000360924 0.000317413 internal_weight=0 235.08 220.219 internal_count=2490 1822 668 is_linear=0 shrinkage=0.000674489 Tree=535 num_leaves=4 num_cat=0 split_feature=12 49 484 split_gain=98.1204 67.9218 41.5315 threshold=0.083325000000000024 -0.046739999999999997 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00078933800951152492 0.00064657590986533123 -0.00064450049932810881 0.00049064123876127442 leaf_weight=20.322661183774471 35.543541423976421 182.51387493312359 202.20152223110199 leaf_count=90 138 1609 625 internal_value=0 -0.00043383 0.000373405 internal_weight=0 218.057 222.524 internal_count=2462 1747 715 is_linear=0 shrinkage=0.000855444 Tree=536 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=105.155 51.3912 50.6389 threshold=0.089790000000000023 -0.060094999999999989 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061171191861300535 -0.00070584800700504023 0.00027871926914151921 0.00035266334590432669 leaf_weight=144.60428930073977 23.46391499787569 38.984554015100002 237.98705445975065 leaf_count=1361 132 179 796 internal_value=0 -0.000422577 0.000257406 internal_weight=0 183.589 261.451 internal_count=2468 1540 928 is_linear=0 shrinkage=0.000688839 Tree=537 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=151.68 70.5946 48.1698 threshold=0.079890000000000017 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026176154135800807 -0.0002034633144309796 0.00025305832662601987 1.6983620137766669e-05 leaf_weight=128.36161802709103 236.46072334051132 28.565613612532616 115.00933186709881 leaf_count=326 1708 62 335 internal_value=0 -0.000154171 0.000146148 internal_weight=0 265.026 243.371 internal_count=2431 1770 661 is_linear=0 shrinkage=0.000274722 Tree=538 num_leaves=4 num_cat=0 split_feature=4 49 3 split_gain=91.2225 73.5991 7.15606 threshold=0.27772500000000006 -0.047749999999999994 0.11078 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042325040559462236 0.00080435340082608375 -0.00040365580216233823 0.00031853643306252683 leaf_weight=81.167402915656567 60.852006636559963 269.10743431001902 25.013538740575314 leaf_count=281 172 1917 84 internal_value=0 -0.000211967 0.000663429 internal_weight=0 350.275 85.8655 internal_count=2454 2198 256 is_linear=0 shrinkage=0.000761543 Tree=539 num_leaves=4 num_cat=0 split_feature=12 4 51 split_gain=194.794 81.2508 37.08 threshold=0.079890000000000017 0.36766000000000004 -0.097374999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015448122821695666 -0.0002183961695153952 0.00027849227601153506 0.00020477723420375392 leaf_weight=24.005678698420525 244.23136267066002 27.625887081027031 222.5230156481266 leaf_count=87 1747 58 568 internal_value=0 -0.000167809 0.00016974 internal_weight=0 271.857 246.529 internal_count=2460 1805 655 is_linear=0 shrinkage=0.000275056 Tree=540 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=166.163 68.2456 57.8865 threshold=0.10098000000000001 0.062320000000000007 -0.24861499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020671341879798771 -0.0003247090037996847 0.00028776378844691568 0.00022093480135064193 leaf_weight=274.61825845390558 18.805505678057671 27.269918918609619 209.05007091164589 leaf_count=1786 95 74 526 internal_value=0 -0.000161957 0.000175764 internal_weight=0 301.888 227.856 internal_count=2481 1860 621 is_linear=0 shrinkage=0.00029861 Tree=541 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=96.4318 74.4127 6.46465 threshold=0.27626000000000001 -0.18749999999999997 0.10668000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093968973305726361 0.00074010597178411251 -0.00035013945207400634 0.0001140315565325516 leaf_weight=29.27123785763979 78.201353244483471 317.92704552412033 11.40614941716194 leaf_count=83 241 2103 33 internal_value=0 -0.00024113 0.000660655 internal_weight=0 347.198 89.6075 internal_count=2460 2186 274 is_linear=0 shrinkage=0.000775422 Tree=542 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=93.5376 77.3255 42.5539 threshold=0.077615000000000003 -0.0068949999999999992 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065292583073916957 -0.00074136681685481429 0.00024351963606218869 0.00058422418186115975 leaf_weight=44.952231526374817 84.522838190197945 297.63677325099707 11.063794031739233 leaf_count=303 871 1264 25 internal_value=0 0.000125719 -0.000587431 internal_weight=0 342.589 95.5866 internal_count=2463 1567 896 is_linear=0 shrinkage=0.000637768 Tree=543 num_leaves=4 num_cat=0 split_feature=123 4 124 split_gain=87.6455 75.4888 4.66999 threshold=1.0000000180025095e-35 0.27058000000000004 -0.0076699999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032020125633883817 0.00076356252067003884 0.00050014589435184705 0.00029825089485597687 leaf_weight=288.82184533774853 59.938971638679504 68.330159023404121 13.172485336661337 leaf_count=1994 164 210 44 internal_value=0 -0.000163145 0.000680312 internal_weight=0 357.152 73.1115 internal_count=2412 2204 208 is_linear=0 shrinkage=0.000702324 Tree=544 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=89.5862 82.1305 50.5339 threshold=0.094405000000000003 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055758844839521129 -0.00084816052544885352 -0.00049901307039857377 0.00034138606657512372 leaf_weight=35.650848187506199 15.477221444249151 179.01770293712616 201.77025900781155 leaf_count=131 99 1611 637 internal_value=0 -0.00032334 0.000256247 internal_weight=0 214.669 217.247 internal_count=2478 1742 736 is_linear=0 shrinkage=0.000636461 Tree=545 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=90.3322 63.5226 26.7732 threshold=0.10508500000000001 -0.12077499999999998 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048808342258191867 -0.00054884989854035574 -0.00045097461549776488 0.00051167784349858043 leaf_weight=48.525557413697243 14.449771843850611 226.98801966011524 147.1425898745656 leaf_count=182 71 1794 454 internal_value=0 -0.000285449 0.00041653 internal_weight=0 275.514 161.592 internal_count=2501 1976 525 is_linear=0 shrinkage=0.000745622 Tree=546 num_leaves=4 num_cat=0 split_feature=12 49 52 split_gain=159.079 78.2205 41.2752 threshold=0.079890000000000017 -0.044809999999999996 0.17002500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016760420657730145 0.00018069899309088443 -0.00020108338024211119 -0.00030182293011665106 leaf_weight=223.21293805539608 40.650600515305996 228.0378467515111 12.653864011168478 leaf_count=597 144 1663 48 internal_value=0 -0.000143271 0.000142289 internal_weight=0 268.688 235.867 internal_count=2452 1807 645 is_linear=0 shrinkage=0.0002538 Tree=547 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=94.4951 51.9592 40.9563 threshold=0.083325000000000024 -0.15145999999999996 -0.040789999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052607370096078578 0.00056443370815927572 -0.00038847834287210651 3.1703226274425661e-05 leaf_weight=88.551808997988701 20.164392836391926 194.46863923966885 136.50575497746468 leaf_count=268 63 1730 474 internal_value=0 -0.000298706 0.000226385 internal_weight=0 214.633 225.058 internal_count=2535 1793 742 is_linear=0 shrinkage=0.000566319 Tree=548 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=150.03 77.5549 52.5294 threshold=0.054520000000000006 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000269170857922503 -0.00019706767583244338 0.00027654866469693524 1.2089994226144978e-05 leaf_weight=130.1077651232481 243.98485612869263 29.118852198123932 111.23927009105682 leaf_count=328 1791 63 333 internal_value=0 -0.000146477 0.00015074 internal_weight=0 273.104 241.347 internal_count=2515 1854 661 is_linear=0 shrinkage=0.000274722 Tree=549 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=154.145 82.5916 45.52 threshold=0.040165000000000006 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021969807054617971 -0.00017515789347706588 0.00022802360969824582 1.9373119949013455e-05 leaf_weight=121.57488042116165 245.18370598554611 30.051055312156677 118.17180968821049 leaf_count=305 1766 64 340 internal_value=0 -0.000131062 0.000121012 internal_weight=0 275.235 239.747 internal_count=2475 1830 645 is_linear=0 shrinkage=0.000229875 Tree=550 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=98.3337 49.0027 46.6458 threshold=0.08864000000000001 0.086785000000000015 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055960729012740533 0.00044401298448673479 -0.00035054558183311582 0.0013867781355151329 leaf_weight=164.10664921998978 202.38493428379297 57.796279095113277 7.3612303137779227 leaf_count=1460 741 231 21 internal_value=0 0.000267436 -0.000475197 internal_weight=0 260.181 171.468 internal_count=2453 972 1481 is_linear=0 shrinkage=0.000761569 Tree=551 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=151.081 70.6223 64.3209 threshold=0.093575000000000019 -0.29521499999999995 -0.018054999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020276298751690583 -0.00031890423668060519 0.00016481034635533177 0.00015941665567224811 leaf_weight=207.15384896844625 20.972618140280247 250.7835638076067 37.178212247788906 leaf_count=1557 116 675 120 internal_value=0 0.000127364 -0.000147605 internal_weight=0 271.756 244.332 internal_count=2468 791 1677 is_linear=0 shrinkage=0.0002538 Tree=552 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=173.661 70.7743 45.4431 threshold=0.089790000000000023 0.087170000000000011 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024023531329094461 0.00022235818821867193 -7.7280040811497633e-05 0.00045651140900257844 leaf_weight=208.22399137914181 195.21306572854519 96.11654519289732 7.8447119891643515 leaf_count=1500 495 417 22 internal_value=0 0.000123509 -0.000214715 internal_weight=0 291.33 216.069 internal_count=2434 912 1522 is_linear=0 shrinkage=0.000285935 Tree=553 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=141.981 137.033 53.0476 threshold=-0.053364999999999996 -0.097754999999999995 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011166656680752324 0.00023751734009114505 -0.00025619085319399803 -2.2856805822432205e-06 leaf_weight=97.740194827318192 139.55417665094137 174.50257498025894 96.623967170715332 leaf_count=360 367 1437 296 internal_value=0 -0.000124132 0.000139456 internal_weight=0 272.243 236.178 internal_count=2460 1797 663 is_linear=0 shrinkage=0.000248824 Tree=554 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=143.819 78.5283 62.8976 threshold=0.098950000000000024 -0.29521499999999995 0.062320000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016729544713921072 -0.00034816499801488128 0.00017619402142503307 0.00021963894663862309 leaf_weight=251.45159377157688 18.414831377565861 206.68004639446735 27.662146478891373 leaf_count=1738 103 534 78 internal_value=0 0.000133145 -0.000128875 internal_weight=0 225.095 279.114 internal_count=2453 637 1816 is_linear=0 shrinkage=0.000243945 Tree=555 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=91.314 59.2784 39.6093 threshold=0.083325000000000024 -0.046739999999999997 0.082725000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037074013802335256 0.00051649149111143667 -0.00056450729885666208 -0.00093762939593209737 leaf_weight=208.74645991623402 33.357407204806805 177.76702912896872 13.577694870531557 leaf_count=654 135 1623 71 internal_value=0 -0.000393528 0.000290404 internal_weight=0 211.124 222.324 internal_count=2483 1758 725 is_linear=0 shrinkage=0.000744988 Tree=556 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=91.44 72.2349 40.5795 threshold=0.082725000000000007 -0.0068949999999999992 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075194085255991274 -0.00088450100406222516 0.00029754765035931941 0.00057113821272624786 leaf_weight=43.565746247768402 81.162580087780952 296.51766676455736 12.799655064940451 leaf_count=301 864 1273 31 internal_value=0 0.000162902 -0.000685768 internal_weight=0 340.083 93.9622 internal_count=2469 1574 895 is_linear=0 shrinkage=0.000761886 Tree=557 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=87.1082 61.8558 31.2777 threshold=0.079890000000000017 0.23716000000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060086528633810006 -0.00049614115977040857 0.00053186623864016382 4.0863331122235538e-05 leaf_weight=111.27017687261105 184.43401798605919 37.647534854710102 102.59355747699738 leaf_count=347 1707 111 318 internal_value=0 -0.000321692 0.000332386 internal_weight=0 222.082 213.864 internal_count=2483 1818 665 is_linear=0 shrinkage=0.000731679 Tree=558 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=157.478 77.6841 50.2701 threshold=0.040165000000000006 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024378342400891792 -0.00019508435761960493 0.0002381187476251217 1.2547909061333978e-05 leaf_weight=126.71414881944656 243.01945046335459 29.853443533182144 115.92939242720604 leaf_count=318 1737 64 338 internal_value=0 -0.000147612 0.000133361 internal_weight=0 272.873 242.644 internal_count=2457 1801 656 is_linear=0 shrinkage=0.0002538 Tree=559 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=96.6439 66.3426 62.0528 threshold=0.077765000000000015 0.025125000000000005 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00083889291254315588 0.00075909282158295244 0.00073868682235051115 -3.8685683424484878e-05 leaf_weight=117.01034481078386 92.534213572740555 20.237315662205219 200.30947973579168 leaf_count=1259 285 63 882 internal_value=0 -0.000605865 0.000213594 internal_weight=0 137.248 292.844 internal_count=2489 1322 1167 is_linear=0 shrinkage=0.000806076 Tree=560 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=135.195 79.318 55.911 threshold=0.089790000000000023 -0.060094999999999989 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023439392916149604 3.8297471441702357e-05 0.00015801907271742103 0.00028467485483692358 leaf_weight=174.63723526149988 190.83199161291122 45.120346419513226 96.717791125178337 leaf_count=1413 668 181 231 internal_value=0 -0.000153785 0.000121245 internal_weight=0 219.758 287.55 internal_count=2493 1594 899 is_linear=0 shrinkage=0.000264054 Tree=561 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=174.345 76.5989 65.0372 threshold=0.089790000000000023 0.053930000000000006 0.087170000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002307563370080577 0.0002018448252679955 0.00025970880104714055 -5.4922747456519226e-05 leaf_weight=200.06674877554178 198.17221873998642 22.973073706030846 94.606622770428658 leaf_count=1529 504 66 408 internal_value=0 -0.000180134 0.000118885 internal_weight=0 223.04 292.779 internal_count=2507 1595 912 is_linear=0 shrinkage=0.000254861 Tree=562 num_leaves=4 num_cat=0 split_feature=4 13 47 split_gain=88.8764 73.5259 10.0422 threshold=0.28064000000000006 -0.18749999999999997 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00074429152536295345 0.00064048336859302347 -0.00027605881714464864 -5.2020677878933765e-06 leaf_weight=31.493779979646206 71.575969435274601 312.77449997514486 11.335795447230337 leaf_count=91 223 2116 34 internal_value=0 -0.000182505 0.000552317 internal_weight=0 344.268 82.9118 internal_count=2464 2207 257 is_linear=0 shrinkage=0.000637512 Tree=563 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=146.815 96.1363 8.27245 threshold=0.27772500000000006 -0.047749999999999994 -0.19242499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001167664363374388 4.3374962864536565e-05 -0.00022559617396382785 0.00029340204639695958 leaf_weight=92.118661850690842 13.741061195731161 339.87516725063324 80.421016179025173 leaf_count=290 42 1924 230 internal_value=0 -0.000152579 0.00025701 internal_weight=0 431.994 94.1621 internal_count=2486 2214 272 is_linear=0 shrinkage=0.000297367 Tree=564 num_leaves=4 num_cat=0 split_feature=12 3 481 split_gain=99.1429 55.6693 37.3095 threshold=0.083325000000000024 0.10812000000000001 -0.0079799999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00084605017062820969 -0.00041747142268271987 0.0012057903274699721 0.00032820486200293969 leaf_weight=11.478939786553381 197.1737939119339 8.8548916280269605 209.67734223604202 leaf_count=55 1733 22 679 internal_value=0 -0.000347088 0.000266859 internal_weight=0 206.029 221.156 internal_count=2489 1755 734 is_linear=0 shrinkage=0.00063697 Tree=565 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=170.997 75.6055 70.1651 threshold=0.089790000000000023 0.053930000000000006 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022775633978357798 -0.00032182220785930917 0.00024646000693388602 0.0001442885816243476 leaf_weight=198.81480901688337 21.455747038125992 23.155736550688744 275.3278309777379 leaf_count=1506 121 65 807 internal_value=0 -0.000178187 0.000110483 internal_weight=0 221.971 296.784 internal_count=2499 1571 928 is_linear=0 shrinkage=0.000248824 Tree=566 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=169.736 61.1152 60.942 threshold=0.10044000000000002 -0.25691499999999995 0.081095000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5817509817572917e-05 -0.00029563892338625508 0.00020361832956255932 -0.00023091144214370057 leaf_weight=98.288550347089767 18.498329326510429 209.67634679377079 186.70390626788139 leaf_count=294 99 540 1556 internal_value=0 0.000163018 -0.000142395 internal_weight=0 228.175 284.992 internal_count=2489 639 1850 is_linear=0 shrinkage=0.000263948 Tree=567 num_leaves=4 num_cat=0 split_feature=40 13 124 split_gain=80.5895 77.9918 10.9979 threshold=-0.024094999999999995 -0.10939499999999998 0.0026500000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068511062018265735 0.00057352353048747745 -0.00035842067879756658 -2.0782691467882578e-05 leaf_weight=72.27582061290741 55.334899321198463 281.59611985087395 13.503029100596903 leaf_count=201 195 1992 53 internal_value=0 -0.000205226 0.000574109 internal_weight=0 336.931 85.7788 internal_count=2441 2187 254 is_linear=0 shrinkage=0.00071823 Tree=568 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=151.778 73.085 44.006 threshold=0.040165000000000006 0.12500000000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024622241164070654 -0.00017580945209411323 0.0002396221801557222 3.861754847257162e-05 leaf_weight=95.599898457527161 239.13899047672749 25.693929150700569 135.86854565143585 leaf_count=231 1743 57 405 internal_value=0 -0.00013542 0.000124439 internal_weight=0 264.833 231.468 internal_count=2436 1800 636 is_linear=0 shrinkage=0.000234472 Tree=569 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=169.327 55.8768 50.533 threshold=0.10114000000000002 0.062320000000000007 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018670166508263886 -0.00030874077503142798 0.00022907182568928953 0.00020324759031398591 leaf_weight=248.99612816423178 14.899764016270636 25.789474442601204 206.83483445644379 leaf_count=1765 88 76 543 internal_value=0 -0.000147603 0.000168705 internal_weight=0 274.786 221.735 internal_count=2472 1841 631 is_linear=0 shrinkage=0.000269335 Tree=570 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=182.854 77.991 49.212 threshold=0.040165000000000006 0.23716000000000004 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012060309849413942 -0.00025668192481965264 0.00020530884585245177 0.00023952027081266655 leaf_weight=42.676256254315376 234.99763498455286 39.251846484839916 192.83505472540855 leaf_count=151 1721 108 486 internal_value=0 -0.000190503 0.000174237 internal_weight=0 274.249 235.511 internal_count=2466 1829 637 is_linear=0 shrinkage=0.000303684 Tree=571 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=158.128 74.513 44.182 threshold=0.079890000000000017 0.12796000000000002 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023202226550177944 -0.0001801256192705914 0.00027870523676434573 2.1860281694129815e-05 leaf_weight=127.19736652076244 240.98750195652246 22.979245632886887 111.855334430933 leaf_count=324 1744 50 329 internal_value=0 -0.000140082 0.000133741 internal_weight=0 263.967 239.053 internal_count=2447 1794 653 is_linear=0 shrinkage=0.000243945 Tree=572 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=157.502 80.415 48.9337 threshold=0.040165000000000006 0.23993500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026024840801517349 -0.00020107608710125526 0.0001988546165041681 2.4380687959065394e-05 leaf_weight=127.48711848258972 239.63381260633469 40.966319523751736 118.12919755280018 leaf_count=319 1734 109 341 internal_value=0 -0.000142632 0.000146871 internal_weight=0 280.6 245.616 internal_count=2503 1843 660 is_linear=0 shrinkage=0.000264054 Tree=573 num_leaves=4 num_cat=0 split_feature=4 49 48 split_gain=83.6465 77.1637 8.46298 threshold=0.30163500000000004 -0.047749999999999994 0.099800000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045731373730614544 0.00076111483187615999 -0.00038145953602228516 5.8153022946365399e-05 leaf_weight=83.842805713415146 72.998950839042664 264.29185196757317 11.538846179842947 leaf_count=284 226 1907 34 internal_value=0 -0.000179372 0.000665369 internal_weight=0 348.135 84.5378 internal_count=2451 2191 260 is_linear=0 shrinkage=0.000762191 Tree=574 num_leaves=4 num_cat=0 split_feature=4 3 0 split_gain=132.796 107.16 6.86065 threshold=0.28064000000000006 -0.047929999999999993 -0.21407999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021425482886519074 9.8467284922285707e-05 0.00010407917346553198 0.00031816180825778163 leaf_weight=236.58932355046272 15.240508928894995 165.08623289316893 97.732141986489296 leaf_count=1707 40 477 246 internal_value=0 -8.34289e-05 0.000288651 internal_weight=0 401.676 112.973 internal_count=2470 2184 286 is_linear=0 shrinkage=0.000303315 Tree=575 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=152.401 70.8757 69.2155 threshold=0.092415000000000011 -0.24861499999999997 -0.097754999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013454922561008183 -0.00034692451793723881 0.00018485127876548312 -0.00026437665273892788 leaf_weight=47.714373551309109 24.245901107788086 246.75556647777557 196.90427273511887 leaf_count=213 126 679 1468 internal_value=0 0.000137151 -0.000186538 internal_weight=0 271.001 244.619 internal_count=2486 805 1681 is_linear=0 shrinkage=0.000297367 Tree=576 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=166.063 66.1891 61.0096 threshold=0.089790000000000023 -0.42985499999999993 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024754829951314009 -0.00038573286130642089 0.00016789160527789484 0.0002739586179286395 leaf_weight=194.92372811585665 18.753073334693909 273.48383446782827 20.134169414639473 leaf_count=1461 111 791 58 internal_value=0 0.000132231 -0.000198607 internal_weight=0 292.237 215.058 internal_count=2421 902 1519 is_linear=0 shrinkage=0.00028582 Tree=577 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=94.849 80.0585 3.88214 threshold=1.0000000180025095e-35 0.18307500000000002 0.085090000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031766582951137454 0.00043581054590602412 0.00078989994655757835 0.00073977581349213707 leaf_weight=319.23516660183668 35.033082291483879 30.152611762285233 37.731988579034805 leaf_count=2155 106 89 108 internal_value=0 -0.000221859 0.000594325 internal_weight=0 349.388 72.7651 internal_count=2458 2244 214 is_linear=0 shrinkage=0.000650783 Tree=578 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=87.2278 68.3112 31.4229 threshold=0.081095000000000014 -0.046739999999999997 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050914585435152498 0.00063624474569395353 -0.00056416302976878261 -0.00040489473611597128 leaf_weight=185.24031376838684 39.064607970416546 183.99990202486515 29.644741535186768 leaf_count=565 147 1657 106 internal_value=0 -0.000353726 0.000382903 internal_weight=0 223.065 214.885 internal_count=2475 1804 671 is_linear=0 shrinkage=0.00082535 Tree=579 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=187.633 66.7184 62.6087 threshold=0.089840000000000017 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013041174862336258 -0.00031055492432913607 -0.00023860647129704345 0.00014567795088526409 leaf_weight=34.475711449980736 19.037125915288925 186.65929514169693 275.93832121044397 leaf_count=131 106 1448 802 internal_value=0 -0.000181038 0.000116127 internal_weight=0 221.135 294.975 internal_count=2487 1579 908 is_linear=0 shrinkage=0.000243945 Tree=580 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=102.664 51.4926 45.7576 threshold=0.089790000000000023 0.053930000000000006 -0.030749999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054555835029093517 -0.00063964079969125302 0.00057580658342887671 0.00036258318724869331 leaf_weight=163.91228218376637 23.94721096009016 22.078515477478504 224.91127990186214 leaf_count=1517 110 71 789 internal_value=0 -0.000412178 0.000265897 internal_weight=0 185.991 248.858 internal_count=2487 1588 899 is_linear=0 shrinkage=0.000690616 Tree=581 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=157.561 62.1348 40.9105 threshold=0.10098000000000001 -0.12077499999999998 -0.24349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013905276255106732 -0.00017891070309375944 -0.00016797354716750415 0.00017140610662003499 leaf_weight=40.667548850178719 19.300483912229538 239.52048613131046 192.27623662352562 leaf_count=145 98 1694 507 internal_value=0 -0.000123373 0.000139372 internal_weight=0 280.188 211.577 internal_count=2444 1839 605 is_linear=0 shrinkage=0.000229875 Tree=582 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=143.064 73.2331 38.2599 threshold=0.081095000000000014 -0.10939499999999998 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019523439768539589 0.00016771256379723528 -0.00016661147817477072 2.1415411031446818e-05 leaf_weight=122.38704111427069 35.488438755273819 226.02661419659853 115.45228561758995 leaf_count=328 119 1695 340 internal_value=0 -0.00012119 0.000110909 internal_weight=0 261.515 237.839 internal_count=2482 1814 668 is_linear=0 shrinkage=0.000216616 Tree=583 num_leaves=4 num_cat=0 split_feature=1 3 484 split_gain=93.2998 47.2632 39.6536 threshold=0.10508500000000001 -0.10919499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031338587583050616 -0.00068680890598069814 -0.00043636794341783328 0.00046505996508423289 leaf_weight=46.897411972284317 15.041345715522764 214.49443973600864 144.00502014905214 leaf_count=206 58 1711 464 internal_value=0 -0.000301775 0.000355719 internal_weight=0 261.392 159.046 internal_count=2439 1917 522 is_linear=0 shrinkage=0.000677075 Tree=584 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=154.267 64.171 44.0467 threshold=0.040165000000000006 -0.044809999999999996 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027365676982488829 0.00014977278116241682 -0.00019603859363857978 4.9016797385925863e-05 leaf_weight=103.33657748997211 42.792462103068829 222.8438129350543 134.75476491451263 leaf_count=249 154 1668 397 internal_value=0 -0.000140291 0.000146598 internal_weight=0 265.636 238.091 internal_count=2468 1822 646 is_linear=0 shrinkage=0.000258876 Tree=585 num_leaves=4 num_cat=0 split_feature=12 0 47 split_gain=95.5068 56.5804 38.0294 threshold=0.083325000000000024 -0.060094999999999989 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046751784795663679 -0.00060351764762178685 0.00033532475965252791 -0.0003209762131804955 leaf_weight=175.87915965914726 160.77848049998283 46.085631527006626 42.3368269354105 leaf_count=561 1513 228 149 internal_value=0 -0.000394292 0.000314453 internal_weight=0 206.864 218.216 internal_count=2451 1741 710 is_linear=0 shrinkage=0.000747545 Tree=586 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=85.3826 59.3419 44.139 threshold=0.083325000000000024 0.23716000000000004 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046222986700101095 -0.00053442766037552138 0.00051743515315644468 -0.00053192709983905181 leaf_weight=199.58547538518906 169.78707846999168 38.098645724356174 29.750203981995583 leaf_count=636 1603 115 112 internal_value=0 -0.000341481 0.000333068 internal_weight=0 207.886 229.336 internal_count=2466 1718 748 is_linear=0 shrinkage=0.000762496 Tree=587 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=82.8291 55.777 43.6111 threshold=0.079890000000000017 0.12796000000000002 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056930548886371956 -0.00039224527473661746 0.00066030617568691233 1.01688828552727e-05 leaf_weight=83.887654021382332 197.64345094561577 19.941922627389431 126.15761698037386 leaf_count=244 1776 48 422 internal_value=0 -0.000295488 0.000233661 internal_weight=0 217.585 210.045 internal_count=2490 1824 666 is_linear=0 shrinkage=0.000601223 Tree=588 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=148.287 68.3318 42.6068 threshold=0.10508500000000001 0.048375000000000008 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014859740894446633 0.00021516208551805398 0.00025180522914296672 -5.2750438496134315e-05 leaf_weight=289.878527328372 145.10525663197041 26.515406489372253 44.263517573475838 leaf_count=1910 379 56 144 internal_value=0 -0.000114964 0.000152545 internal_weight=0 316.394 189.369 internal_count=2489 1966 523 is_linear=0 shrinkage=0.000239162 Tree=589 num_leaves=4 num_cat=0 split_feature=1 150 13 split_gain=79.0443 75.3939 9.30228 threshold=0.11790000000000002 0.079825000000000021 -0.074419999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045983938646431278 0.0009498059685044436 0.00051093435440125855 0.00040360109441254328 leaf_weight=256.20163580030203 43.300669521093369 76.524125471711159 49.504429414868355 leaf_count=1891 139 284 153 internal_value=0 -0.000236473 0.000659285 internal_weight=0 332.726 92.8051 internal_count=2467 2175 292 is_linear=0 shrinkage=0.000858695 Tree=590 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=151.533 70.4804 50.7963 threshold=0.10423500000000001 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020482910911308691 0.00019346128252633284 0.00017928467236462289 -0.00012458644277571054 leaf_weight=301.85636485368013 133.04803615063429 32.700835913419724 40.475937530398369 leaf_count=1857 402 79 142 internal_value=0 -0.000167237 0.000119241 internal_weight=0 334.557 173.524 internal_count=2480 1936 544 is_linear=0 shrinkage=0.000248824 Tree=591 num_leaves=4 num_cat=0 split_feature=15 484 4 split_gain=75.7898 66.9211 22.2752 threshold=0.077615000000000003 -1.0000000180025095e-35 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062492522474641226 -0.000635022852184263 0.00022588706853082831 0.0006533923028985819 leaf_weight=43.182753100991249 82.536584161221981 287.77843473851681 5.7603658139705649 leaf_count=310 862 1241 18 internal_value=0 0.000114702 -0.000550247 internal_weight=0 330.961 88.2969 internal_count=2431 1551 880 is_linear=0 shrinkage=0.000638023 Tree=592 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=134.206 64.0164 59.8696 threshold=0.090515000000000012 -0.12077499999999998 -0.27957499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015059245164846977 -0.0002550466817940517 -0.0001983790911892755 0.0001373822579124163 leaf_weight=34.325232684612274 23.234356880187988 180.33982214331627 253.87508939951658 leaf_count=124 125 1454 752 internal_value=0 -0.000142529 0.000104389 internal_weight=0 214.665 277.109 internal_count=2455 1578 877 is_linear=0 shrinkage=0.000234472 Tree=593 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=148.173 73.3327 40.2144 threshold=0.079890000000000017 0.12205500000000001 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002435754449393669 -0.00018951425637205095 0.00027262050742714306 2.7590020103804619e-05 leaf_weight=132.47198933362961 231.43119395524263 26.603264763951302 110.01040925085545 leaf_count=345 1725 60 321 internal_value=0 -0.000141771 0.000145644 internal_weight=0 258.034 242.482 internal_count=2451 1785 666 is_linear=0 shrinkage=0.000264054 Tree=594 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=81.2736 57.001 35.8971 threshold=0.10098000000000001 0.062320000000000007 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041589471868501676 -0.00064036093629796058 0.00069327283934633732 0.00040416531514538109 leaf_weight=214.70429080724716 17.204343289136887 24.530779108405113 168.34999200701714 leaf_count=1775 96 75 528 internal_value=0 -0.000301891 0.000306991 internal_weight=0 239.235 185.554 internal_count=2474 1850 624 is_linear=0 shrinkage=0.000690616 Tree=595 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=158.567 61.5649 53.9882 threshold=0.091615000000000016 -0.27957499999999996 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022404726570893376 -0.00027541558456650262 0.00016143397687686239 8.2330489040975501e-05 leaf_weight=182.10010351985693 22.570280395448208 249.03191321343184 46.4409044906497 leaf_count=1472 118 709 187 internal_value=0 0.000125033 -0.00016178 internal_weight=0 271.602 228.541 internal_count=2486 827 1659 is_linear=0 shrinkage=0.0002538 Tree=596 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=150.495 57.2945 53.4266 threshold=0.10098000000000001 0.062320000000000007 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017068558715359688 -0.00025331381151898105 0.00023227261313176148 0.00018836729552502407 leaf_weight=269.90051040798426 20.122628003358841 25.820049643516541 198.79925164580345 leaf_count=1781 104 73 510 internal_value=0 -0.000135428 0.000147661 internal_weight=0 295.721 218.922 internal_count=2468 1854 614 is_linear=0 shrinkage=0.000258876 Tree=597 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=84.519 56.4974 49.358 threshold=0.10098000000000001 -0.097754999999999995 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003736719388227704 -0.00090139919100384685 -0.00043029925996263164 0.00043947952080612143 leaf_weight=50.268100187182426 13.485308766365049 195.98617626726627 170.23861727118492 leaf_count=236 86 1615 525 internal_value=0 -0.000266089 0.00034057 internal_weight=0 246.254 183.724 internal_count=2462 1851 611 is_linear=0 shrinkage=0.000677075 Tree=598 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=91.456 57.6346 51.8467 threshold=0.089840000000000017 -0.12077499999999998 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052787315556819688 0.00077755354037786371 -0.00067265690846513633 1.9944697615781508e-05 leaf_weight=30.317533262073994 86.142248287796974 145.94246786087751 166.75490266829729 leaf_count=121 273 1431 662 internal_value=0 -0.000465956 0.000278233 internal_weight=0 176.26 252.897 internal_count=2487 1552 935 is_linear=0 shrinkage=0.000793301 Tree=599 num_leaves=4 num_cat=0 split_feature=4 457 48 split_gain=77.5241 56.1649 9.94623 threshold=0.27772500000000006 0.048350000000000011 0.11013500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029850188234051349 0.00060716207715986862 0.00043593963265705016 -5.4848391768214116e-05 leaf_weight=278.66094875335693 72.315161772072315 52.282865576446056 11.062107950448988 leaf_count=1976 236 194 35 internal_value=0 -0.000182366 0.000519374 internal_weight=0 330.944 83.3773 internal_count=2441 2170 271 is_linear=0 shrinkage=0.000650783 Tree=600 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=71.2587 79.926 13.8992 threshold=-0.0068949999999999992 0.082725000000000007 0.088985000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090769326786006019 0.00031169170038304606 -0.0005281244395530651 0.00040999039861021254 leaf_weight=46.511309519410133 289.87626465409994 76.932117462158203 4.6729555800557128 leaf_count=383 1256 792 15 internal_value=0 0.000135446 -0.000786761 internal_weight=0 366.808 51.1843 internal_count=2446 2048 398 is_linear=0 shrinkage=0.000732888 Tree=601 num_leaves=4 num_cat=0 split_feature=1 0 40 split_gain=77.4338 72.3355 59.1445 threshold=0.077765000000000015 -0.044584999999999993 -0.011659999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067871422815980384 0.00074288171821182067 0.00060626949497956265 2.1383389544304232e-05 leaf_weight=108.30035784840584 72.520425908267498 25.790217384696007 213.44333332777023 leaf_count=1201 207 92 954 internal_value=0 -0.000431268 0.000204575 internal_weight=0 134.091 285.964 internal_count=2454 1293 1161 is_linear=0 shrinkage=0.000690616 Tree=602 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=137.19 58.8824 40.1903 threshold=0.10491000000000002 0.049360000000000008 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015857440134985892 0.00022352103540709177 0.00025475897218858647 -5.8668785618907237e-05 leaf_weight=267.41358783096075 147.54832002520561 25.180299520492554 43.821520701050758 leaf_count=1875 401 56 145 internal_value=0 -0.00012292 0.000158906 internal_weight=0 292.594 191.37 internal_count=2477 1931 546 is_linear=0 shrinkage=0.000258876 Tree=603 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=76.5358 56.8597 48.8195 threshold=0.089790000000000023 -0.060094999999999989 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055282266983491086 -0.00088460045989364848 0.00035826260477754156 0.00033335449740929676 leaf_weight=132.74766939878464 16.065144024789333 41.035861290991306 224.84485122561455 leaf_count=1361 107 183 798 internal_value=0 -0.000337594 0.000251762 internal_weight=0 173.784 240.91 internal_count=2449 1544 905 is_linear=0 shrinkage=0.000677075 Tree=604 num_leaves=4 num_cat=0 split_feature=1 3 484 split_gain=79.6192 51.906 47.192 threshold=0.10312500000000001 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003591539911360939 -0.0007673514184659934 -0.00036368174321717289 0.00040199136822282922 leaf_weight=43.655198261141777 13.488819912075995 200.26958236843348 151.79314725846052 leaf_count=169 56 1722 508 internal_value=0 -0.00023421 0.000306105 internal_weight=0 243.925 165.282 internal_count=2455 1891 564 is_linear=0 shrinkage=0.000601223 Tree=605 num_leaves=4 num_cat=0 split_feature=150 15 160 split_gain=69.9601 77.073 20.3079 threshold=0.079825000000000021 -0.24269999999999997 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058638820739561216 -0.0002459475536355655 -0.00032275429992342195 0.00062210365729415936 leaf_weight=51.042100600898266 14.523896530270575 260.16083721071482 80.660449489951134 leaf_count=176 98 1930 244 internal_value=0 -0.000173484 0.000489517 internal_weight=0 311.203 95.1843 internal_count=2448 2106 342 is_linear=0 shrinkage=0.000677075 Tree=606 num_leaves=4 num_cat=0 split_feature=40 13 1 split_gain=69.1591 81.2225 12.5064 threshold=-0.026419999999999996 -0.10939499999999998 0.094090000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8294179928584601e-05 0.00063864605293117538 -0.00031871124888490217 0.00076444376679046561 leaf_weight=16.039660580456257 57.592234157025814 271.80466835200787 62.036902345716953 leaf_count=50 206 2011 190 internal_value=0 -0.000151165 0.000615536 internal_weight=0 329.397 78.0766 internal_count=2457 2217 240 is_linear=0 shrinkage=0.000732888 Tree=607 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=77.0219 53.7759 52.5957 threshold=0.077845000000000011 -0.018054999999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076127240857152526 2.2071991913076059e-05 0.00064188387057164374 0.00081258422257084011 leaf_weight=105.63685812056065 204.44021650403738 21.434006720781326 75.334549106657505 leaf_count=1222 921 75 235 internal_value=0 -0.000524235 0.000235172 internal_weight=0 127.071 279.775 internal_count=2453 1297 1156 is_linear=0 shrinkage=0.000809167 Tree=608 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=123.375 60.1799 50.8634 threshold=0.077765000000000015 -0.034484999999999995 0.11439500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024462132857933333 -9.2159681594440783e-05 0.00017635906525323167 0.00051586240037846537 leaf_weight=143.02577770501375 91.69560531526804 229.11053381860256 7.1531017869710913 leaf_count=1268 463 691 17 internal_value=0 9.96033e-05 -0.000208042 internal_weight=0 320.806 150.179 internal_count=2439 1154 1285 is_linear=0 shrinkage=0.000280216 Tree=609 num_leaves=4 num_cat=0 split_feature=12 4 484 split_gain=90.1185 47.7989 29.6262 threshold=0.083325000000000024 0.18599000000000002 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005136383520791207 -0.00053483770087699818 0.00038794041744717592 0.00037592481140140925 leaf_weight=20.397637583315372 155.95928905159235 33.820707000792027 198.51331820338964 leaf_count=92 1603 116 655 internal_value=0 -0.000370258 0.000292817 internal_weight=0 189.78 218.911 internal_count=2466 1719 747 is_linear=0 shrinkage=0.000704429 Tree=610 num_leaves=4 num_cat=0 split_feature=4 13 49 split_gain=68.9632 60.3802 8.61967 threshold=0.28064000000000006 -0.18749999999999997 0.0037600000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00080474417704244031 0.00065619558541561197 -0.00027813239109016915 -2.8545320237797799e-05 leaf_weight=29.13459874689579 69.652884624898434 292.19867262989283 10.974963992834089 leaf_count=86 237 2094 38 internal_value=0 -0.000179704 0.000563079 internal_weight=0 321.333 80.6278 internal_count=2455 2180 275 is_linear=0 shrinkage=0.000718517 Tree=611 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=79.5537 64.0979 6.09878 threshold=0.27626000000000001 -0.18749999999999997 0.11280000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00068728920531769047 0.00055526499809223026 -0.00025946001280561051 6.2360064610010016e-05 leaf_weight=28.237141884863377 70.118687964975834 293.50520670413971 10.454941883683203 leaf_count=86 244 2157 33 internal_value=0 -0.00017616 0.000491483 internal_weight=0 321.742 80.5736 internal_count=2520 2243 277 is_linear=0 shrinkage=0.000601223 Tree=612 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=67.1783 76.5542 3.522 threshold=-0.23438999999999996 0.0095750000000000019 0.09087000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00084180249758322961 -0.00032752091590702035 0.0005883830074075553 0.0014024337084680794 leaf_weight=29.535511255264282 282.07906271144748 79.620305366814137 10.817110158503054 leaf_count=99 2071 256 30 internal_value=0 -0.000125785 0.000995553 internal_weight=0 361.699 40.3526 internal_count=2456 2327 129 is_linear=0 shrinkage=0.00082535 Tree=613 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=113.223 63.2311 42.3919 threshold=0.078300000000000008 -0.16152999999999998 0.08864000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010673323043632143 0.00036605964784923141 -0.00018537360124782322 0.00019844917299000249 leaf_weight=46.846874907612801 18.242085568606853 229.45316541939974 179.01816150546074 leaf_count=170 51 1762 489 internal_value=0 -0.000144615 0.000135129 internal_weight=0 247.695 225.865 internal_count=2472 1813 659 is_linear=0 shrinkage=0.00028582 Tree=614 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=76.348 54.2173 5.39703 threshold=0.27772500000000006 -0.18749999999999997 0.11013500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077017244926805761 0.00067209528077026451 -0.00029206879926777212 9.1289771005272863e-05 leaf_weight=28.219423279166222 70.525450609624386 290.22406575083733 9.8273690044879896 leaf_count=87 246 2119 31 internal_value=0 -0.000197699 0.000601287 internal_weight=0 318.443 80.3528 internal_count=2483 2206 277 is_linear=0 shrinkage=0.000732888 Tree=615 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=120.634 58.6301 35.7788 threshold=0.079890000000000017 -0.047749999999999994 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023349635963254632 0.00014671151222438056 -0.00017128339768373484 4.1785613918908847e-05 leaf_weight=93.844122409820557 39.370154500007629 207.74978041648865 136.84261292219162 leaf_count=250 146 1661 429 internal_value=0 -0.000120578 0.00011985 internal_weight=0 247.12 230.687 internal_count=2486 1807 679 is_linear=0 shrinkage=0.000239162 Tree=616 num_leaves=4 num_cat=0 split_feature=150 1 1 split_gain=68.706 68.1282 26.1418 threshold=0.081245000000000026 0.12337000000000002 0.085995000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033835282841228196 -0.00029171939102711354 0.00050798088995348005 0.00066236131908169421 leaf_weight=245.00362427532673 16.565100222826004 55.562968872487545 77.501655891537666 leaf_count=1888 116 193 233 internal_value=0 -0.000181768 0.000494201 internal_weight=0 300.567 94.0668 internal_count=2430 2081 349 is_linear=0 shrinkage=0.000690616 Tree=617 num_leaves=4 num_cat=0 split_feature=13 123 12 split_gain=66.1873 72.3309 3.54809 threshold=-0.23438999999999996 1.0000000180025095e-35 0.09087000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067151107687238689 -0.00021135060776443669 0.00055401458652233431 0.0011134086703581513 leaf_weight=30.203759342432022 302.87488099560142 63.093503773212433 10.854204908013342 leaf_count=107 2157 207 28 internal_value=0 -7.92714e-05 0.000791043 internal_weight=0 365.968 41.058 internal_count=2499 2364 135 is_linear=0 shrinkage=0.000650783 Tree=618 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=119.224 67.3513 40.3529 threshold=0.083325000000000024 -0.046739999999999997 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017679538660591104 0.00019621771826378904 -0.00021157416294120834 -0.0001773268678977731 leaf_weight=204.1490783393383 36.359200209379196 189.25707399845123 27.471923515200615 leaf_count=611 137 1583 103 internal_value=0 -0.000145792 0.000134729 internal_weight=0 225.616 231.621 internal_count=2434 1720 714 is_linear=0 shrinkage=0.000274722 Tree=619 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=103.471 64.394 50.4027 threshold=0.089790000000000023 -0.060094999999999989 0.25874500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023867111547682283 0.00014822773755814871 0.00013278266737250903 -0.00029099194151074198 leaf_weight=148.95017006248236 243.43131421506405 46.0404307320714 21.352508716285229 leaf_count=1380 803 189 102 internal_value=0 -0.000150939 0.0001127 internal_weight=0 194.991 264.784 internal_count=2474 1569 905 is_linear=0 shrinkage=0.000274722 Tree=620 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=102.63 82.6006 6.19744 threshold=0.28064000000000006 -0.047749999999999994 -0.14785499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013536861307442252 0.00012171804420151405 -0.00013302239381817528 0.00025982477682992035 leaf_weight=89.74895802885294 28.034877240657806 283.61027719080448 64.600649312138557 leaf_count=295 79 1915 185 internal_value=0 -6.84847e-05 0.000218226 internal_weight=0 373.359 92.6355 internal_count=2474 2210 264 is_linear=0 shrinkage=0.000243945 Tree=621 num_leaves=4 num_cat=0 split_feature=12 13 49 split_gain=115.496 45.9144 43.8334 threshold=0.079890000000000017 -0.0025349999999999995 -0.044809999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020595917387190255 7.8527132987504014e-05 -4.645293241054568e-05 -0.00023159801780287906 leaf_weight=103.8505951538682 38.49300304800272 105.08611354231834 232.10369193553925 leaf_count=339 144 331 1648 internal_value=0 7.90499e-05 -0.000187468 internal_weight=0 208.937 270.597 internal_count=2462 670 1792 is_linear=0 shrinkage=0.000269335 Tree=622 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=120.564 56.2725 45.9481 threshold=0.10508500000000001 -0.11749 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014055073041262505 -0.00022862223533779097 -0.00014696949585366612 0.00019717948067809148 leaf_weight=50.855274043977261 17.1910460293293 243.78580754250288 170.04423544555902 leaf_count=188 64 1757 489 internal_value=0 -9.73087e-05 0.000157971 internal_weight=0 294.641 187.235 internal_count=2498 1945 553 is_linear=0 shrinkage=0.000248824 Tree=623 num_leaves=4 num_cat=0 split_feature=12 0 484 split_gain=73.7299 55.4861 32.3732 threshold=0.083325000000000024 -0.060094999999999989 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065782154534048615 -0.00059992195689527515 0.00037428924055489402 0.00040015864230896205 leaf_weight=19.1884670779109 146.94021376222372 46.475657925009727 187.92226201295853 leaf_count=90 1516 235 637 internal_value=0 -0.000365749 0.000301836 internal_weight=0 193.416 207.111 internal_count=2478 1751 727 is_linear=0 shrinkage=0.000777746 Tree=624 num_leaves=4 num_cat=0 split_feature=1 0 40 split_gain=72.7406 51.7772 45.3186 threshold=0.08864000000000001 0.053930000000000006 -0.012109999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057055598456648925 0.00076202961561592912 0.0006254592007105443 4.0749667399624978e-05 leaf_weight=138.29159350693226 63.990377828478813 22.524589993059635 173.28680877387524 leaf_count=1431 204 69 758 internal_value=0 -0.000402718 0.000235537 internal_weight=0 160.816 237.277 internal_count=2462 1500 962 is_linear=0 shrinkage=0.000732888 Tree=625 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=75.0165 41.5939 36.2689 threshold=0.10491000000000002 0.084050000000000014 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.740303865036282e-05 0.00056407970804966902 -0.00076337470995729102 -0.00025473666027637625 leaf_weight=179.32316786050797 114.82656374573708 66.232472889125347 36.818549290299416 leaf_count=1128 397 818 142 internal_value=0 -0.000277298 0.000365235 internal_weight=0 245.556 151.645 internal_count=2485 1946 539 is_linear=0 shrinkage=0.000718517 Tree=626 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=100.742 59.9922 55.4327 threshold=0.077765000000000015 -0.27957499999999996 -0.059114999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028823266207390463 -0.00033430801967780275 0.0001309909204928479 0.00013818376503312236 leaf_weight=113.4480160176754 24.494022190570831 283.47249389439821 31.827469393610954 leaf_count=1175 141 1021 142 internal_value=0 9.38755e-05 -0.000194777 internal_weight=0 307.967 145.275 internal_count=2479 1162 1317 is_linear=0 shrinkage=0.00028582 Tree=627 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=115.909 52.952 50.1518 threshold=0.099325000000000011 0.086785000000000015 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017424570720330718 0.00019105585716337357 -0.00010558293116352744 8.781829369666816e-05 leaf_weight=204.69932124763727 162.16810150444508 45.871479041874409 55.085432566702366 leaf_count=1632 467 166 222 internal_value=0 0.000125627 -0.000118663 internal_weight=0 208.04 259.785 internal_count=2487 633 1854 is_linear=0 shrinkage=0.000243945 Tree=628 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=107.578 77.1276 10.9929 threshold=0.28064000000000006 0.040165000000000006 0.11013500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3942747750431839e-05 0.00023882230555010803 -0.00020375310038502512 -4.2680787977052184e-05 leaf_weight=143.59181811660528 74.22784398496151 251.85962842404842 10.590125843882559 leaf_count=438 243 1759 35 internal_value=0 -0.000117459 0.000203665 internal_weight=0 395.451 84.818 internal_count=2475 2197 278 is_linear=0 shrinkage=0.000258876 Tree=629 num_leaves=4 num_cat=0 split_feature=1 0 50 split_gain=73.0312 61.8114 57.4033 threshold=0.077765000000000015 -0.059114999999999994 0.086580000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00085587421397306676 0.000380638244348671 0.00047723155538241351 -0.00062009374404798701 leaf_weight=93.431537415832281 229.92887277156115 30.019729115068913 44.742000065743923 leaf_count=1158 870 143 297 internal_value=0 -0.000531563 0.00021744 internal_weight=0 123.451 274.671 internal_count=2468 1301 1167 is_linear=0 shrinkage=0.000809167 Tree=630 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=118.686 71.6692 39.5308 threshold=0.083325000000000024 0.30163500000000004 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021628865765516709 -0.00019610489459734361 0.0002329509492639571 4.6408296997676473e-06 leaf_weight=128.48320690542459 202.85750639438629 29.843489676713943 109.51135767251253 leaf_count=392 1661 68 335 internal_value=0 -0.000140994 0.000118949 internal_weight=0 232.701 237.995 internal_count=2456 1729 727 is_linear=0 shrinkage=0.000258876 Tree=631 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=68.92 47.784 32.9588 threshold=0.081095000000000014 -0.046739999999999997 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034764132509426405 0.00040112931260138533 -0.00043657686572161862 -0.00043984899259489165 leaf_weight=180.10901037603617 34.945175841450691 162.88389174640179 25.624078422784805 leaf_count=597 146 1634 99 internal_value=0 -0.000288458 0.000249373 internal_weight=0 197.829 205.733 internal_count=2476 1780 696 is_linear=0 shrinkage=0.000650783 Tree=632 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=133.702 68.5831 32.4172 threshold=0.079890000000000017 0.18599000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025071511749436129 -0.00023157004504224276 0.00019533132413276935 3.1417526371158873e-05 leaf_weight=126.20543383806944 194.94355653971434 38.169796317815781 104.91152469813824 leaf_count=363 1650 116 311 internal_value=0 -0.000161609 0.000151232 internal_weight=0 233.113 231.117 internal_count=2440 1766 674 is_linear=0 shrinkage=0.000291537 Tree=633 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=68.9638 65.5528 10.8687 threshold=0.27772500000000006 -0.24588999999999997 0.10668000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00082588152740421469 0.00065590204352212512 -0.00029087493584478924 -0.00014110087772446363 leaf_weight=28.569736145436764 66.811112053692341 288.09197262302041 9.6833535283803922 leaf_count=85 236 2126 32 internal_value=0 -0.000189863 0.000554952 internal_weight=0 316.662 76.4945 internal_count=2479 2211 268 is_linear=0 shrinkage=0.000704429 Tree=634 num_leaves=4 num_cat=0 split_feature=4 150 151 split_gain=115.562 70.3676 4.32475 threshold=0.27416000000000007 0.081245000000000026 -0.08317999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001920765424939536 8.1401022737204537e-05 0.00011593067040964073 0.00026357304253211332 leaf_weight=313.32425380498171 12.209133870899676 71.454898230731487 67.415036983788013 leaf_count=1908 38 260 231 internal_value=0 -0.000134861 0.000235793 internal_weight=0 384.779 79.6242 internal_count=2437 2168 269 is_linear=0 shrinkage=0.000280216 Tree=635 num_leaves=4 num_cat=0 split_feature=123 4 43 split_gain=66.9572 63.8954 6.88084 threshold=1.0000000180025095e-35 0.23716000000000004 -0.040789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003426790986933955 0.00066654903261287822 0.00036317255599574162 0.00011037297963249248 leaf_weight=249.00995969772339 51.676343396306038 72.987850278615952 12.151041574776171 leaf_count=1989 170 249 42 internal_value=0 -0.000182612 0.000561047 internal_weight=0 321.998 63.8274 internal_count=2450 2238 212 is_linear=0 shrinkage=0.000663799 Tree=636 num_leaves=4 num_cat=0 split_feature=12 13 159 split_gain=69.1183 43.8146 42.8326 threshold=0.083325000000000024 -0.15145999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00087746830657244642 0.00067853159892584632 -0.00049400171966206983 0.00038338671419563199 leaf_weight=16.987201824784279 20.756301134824753 166.01482992619276 187.37947855889797 leaf_count=78 64 1661 651 internal_value=0 -0.000363367 0.00027816 internal_weight=0 186.771 204.367 internal_count=2454 1725 729 is_linear=0 shrinkage=0.000762496 Tree=637 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=69.5625 42.0206 32.1349 threshold=0.10423500000000001 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044156289423553767 0.00058862313378231544 0.00059654886189706459 -0.00025287050249435725 leaf_weight=205.99792510643601 111.74042036384344 27.75646448135376 38.279983140528202 leaf_count=1822 395 71 148 internal_value=0 -0.000318069 0.000373875 internal_weight=0 233.754 150.02 internal_count=2436 1893 543 is_linear=0 shrinkage=0.000793301 Tree=638 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=65.4364 59.0395 10.084 threshold=0.28064000000000006 0.081095000000000014 0.11013500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016601199916970648 0.00069898450326304554 -0.00045732460190685281 -0.00010720782667323485 leaf_weight=146.83017326146364 62.054867170751095 168.21294590085745 9.1630643904209119 leaf_count=474 226 1685 30 internal_value=0 -0.000166854 0.000595252 internal_weight=0 315.043 71.2179 internal_count=2415 2159 256 is_linear=0 shrinkage=0.000718517 Tree=639 num_leaves=4 num_cat=0 split_feature=4 49 48 split_gain=60.8863 54.607 9.60121 threshold=0.27626000000000001 -0.047749999999999994 0.11280000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036943728757820498 0.00066475412143601005 -0.00033429746335311239 -0.00011308924717629808 leaf_weight=74.80243269354105 63.29610937088728 237.05558127164841 9.37377220392227 leaf_count=283 232 1923 32 internal_value=0 -0.000165427 0.0005644 internal_weight=0 311.858 72.6699 internal_count=2470 2206 264 is_linear=0 shrinkage=0.000718517 Tree=640 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=113.065 61.6853 35.7371 threshold=0.079890000000000017 -0.17157499999999998 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024467818711518995 0.00014811319255558572 -0.00018148254270605922 4.2014284590334942e-05 leaf_weight=90.517241612076759 42.782267645001411 195.24383261054754 132.96168383955956 leaf_count=250 158 1671 420 internal_value=0 -0.0001222 0.000124182 internal_weight=0 238.026 223.479 internal_count=2499 1829 670 is_linear=0 shrinkage=0.000248824 Tree=641 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=113.193 56.1796 47.5171 threshold=0.079890000000000017 0.12796000000000002 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014960551420088296 -0.00019304972946812933 0.00026010413007743693 0.00014779064159760471 leaf_weight=41.854218035936356 243.39019019901752 18.109167486429214 160.5013559833169 leaf_count=147 1750 47 513 internal_value=0 -0.00016157 8.623e-05 internal_weight=0 261.499 202.356 internal_count=2457 1797 660 is_linear=0 shrinkage=0.000248824 Tree=642 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=61.4037 49.7892 37.6906 threshold=0.081095000000000014 -0.15340499999999999 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069607941698624474 0.00073665427665043661 -0.00047954541639494153 8.145398048611693e-06 leaf_weight=74.20419630408287 22.029582925140858 169.06973256915808 122.84916249662638 leaf_count=244 71 1731 440 internal_value=0 -0.000338995 0.000267448 internal_weight=0 191.099 197.053 internal_count=2486 1802 684 is_linear=0 shrinkage=0.000762496 Tree=643 num_leaves=4 num_cat=0 split_feature=159 15 50 split_gain=66.3945 55.3061 8.17273 threshold=-1.0000000180025095e-35 0.084050000000000014 0.11875500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056321302411558086 0.00022995222220787619 -0.00046129162357028716 -0.0011924186216497211 leaf_weight=35.25039479508996 283.1227245926857 62.094153005629778 12.407812058925627 leaf_count=326 1392 699 87 internal_value=0 0.000105509 -0.000729438 internal_weight=0 345.217 47.6582 internal_count=2504 2091 413 is_linear=0 shrinkage=0.000663799 Tree=644 num_leaves=4 num_cat=0 split_feature=1 15 159 split_gain=93.0154 49.7882 32.7631 threshold=0.10508500000000001 0.084050000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9206453726460995e-05 -0.00023138219574284235 -0.00028821922631747045 0.0001841343308118694 leaf_weight=204.92007022351027 14.480512797832487 76.940639138221741 143.30133741348982 leaf_count=1153 53 816 455 internal_value=0 -0.000107268 0.000145863 internal_weight=0 281.861 157.782 internal_count=2477 1969 508 is_linear=0 shrinkage=0.000264054 Tree=645 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=58.2015 54.1503 36.4378 threshold=0.084050000000000014 -0.29521499999999995 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00079778636209914405 -0.00080312688139191337 0.00022758421731355265 0.00062157137723222616 leaf_weight=30.501490160822868 63.733479402959347 287.20467402040958 11.272109299898146 leaf_count=250 820 1386 29 internal_value=0 0.000128897 -0.000588411 internal_weight=0 317.706 75.0056 internal_count=2485 1636 849 is_linear=0 shrinkage=0.000732888 Tree=646 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=65.2157 49.6665 27.455 threshold=0.081095000000000014 -0.047749999999999994 0.16703000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034906592505713437 0.00044066670293362823 -0.00051062400268092731 -0.00045070042945274225 leaf_weight=166.98147698491812 33.114823423326015 151.32529398053885 24.313257068395615 leaf_count=581 139 1625 93 internal_value=0 -0.000339663 0.000247213 internal_weight=0 184.44 191.295 internal_count=2438 1764 674 is_linear=0 shrinkage=0.000704429 Tree=647 num_leaves=4 num_cat=0 split_feature=12 49 159 split_gain=66.9653 39.9967 31.836 threshold=0.083325000000000024 -0.031119999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00073886936237818374 0.00047170085326612982 -0.00061901778750055839 0.00042479380660412119 leaf_weight=19.90985294803977 31.225016579031944 146.1817979067564 182.5489554926753 leaf_count=86 134 1584 648 internal_value=0 -0.000426866 0.000310014 internal_weight=0 177.407 202.459 internal_count=2452 1718 734 is_linear=0 shrinkage=0.000875869 Tree=648 num_leaves=4 num_cat=0 split_feature=1 40 3 split_gain=106.956 56.4508 49.1874 threshold=0.091615000000000016 -0.012109999999999998 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001381282297865255 0.00029196015775752944 1.9086323901312225e-05 -0.00021338757634630715 leaf_weight=33.223079420626163 77.315483450889587 166.65488714724779 166.49282893538475 leaf_count=129 214 614 1470 internal_value=0 0.000105656 -0.000154868 internal_weight=0 243.97 199.716 internal_count=2427 828 1599 is_linear=0 shrinkage=0.000264054 Tree=649 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=113.252 62.9182 45.7302 threshold=0.091615000000000016 0.053930000000000006 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021586894723809054 0.00017796562705770571 0.00025364625668039249 -0.00010372286963156214 leaf_weight=181.11755762994289 194.45033747702837 24.351333737373352 55.938837371766567 leaf_count=1574 638 73 207 internal_value=0 -0.000160116 0.000115016 internal_weight=0 205.469 250.389 internal_count=2492 1647 845 is_linear=0 shrinkage=0.000274722 Tree=650 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=106.639 62.7399 58.9477 threshold=0.08864000000000001 -0.060094999999999989 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003019937827168176 -0.00037709931676332541 0.00012767764559696036 0.00015288188714736189 leaf_weight=135.78510769456625 21.771135680377483 42.693625375628471 245.46073254197836 leaf_count=1320 124 178 848 internal_value=0 -0.000199197 0.000109565 internal_weight=0 178.479 267.232 internal_count=2470 1498 972 is_linear=0 shrinkage=0.000309381 Tree=651 num_leaves=4 num_cat=0 split_feature=4 457 49 split_gain=65.2594 53.0437 6.09812 threshold=0.27190000000000009 0.041935000000000007 0.091085000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000274957318261739 0.00057495554988857037 0.00045150410648647044 5.3215456938802908e-05 leaf_weight=253.70726896822453 65.563608102500439 48.673222199082375 10.617777980864046 leaf_count=1970 236 199 41 internal_value=0 -0.000157897 0.000502423 internal_weight=0 302.38 76.1814 internal_count=2446 2169 277 is_linear=0 shrinkage=0.000638023 Tree=652 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=112.608 56.7374 48.1973 threshold=0.10098000000000001 -0.12077499999999998 0.084210000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015924330131307773 0.00020122286564251755 -0.00017547700276704498 -0.00010432383803621598 leaf_weight=38.447798401117325 150.3574555516243 212.31881804764271 42.612541116774082 leaf_count=147 455 1718 157 internal_value=0 -0.000124109 0.000133729 internal_weight=0 250.767 192.97 internal_count=2477 1865 612 is_linear=0 shrinkage=0.0002538 Tree=653 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=62.0472 58.7042 10.3363 threshold=-0.0068949999999999992 0.084050000000000014 0.087380000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089695860741112628 0.00026447887256093915 -0.00049932224665617093 0.00026914894380734947 leaf_weight=42.046375654637814 278.21136403083801 66.965785525739193 4.470724679529666 leaf_count=381 1341 758 16 internal_value=0 0.000116184 -0.000784508 internal_weight=0 345.177 46.5171 internal_count=2496 2099 397 is_linear=0 shrinkage=0.000732888 Tree=654 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=92.7252 61.0662 33.2074 threshold=0.079890000000000017 -0.047749999999999994 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002236323804634713 0.00016005759676741523 -0.00017711835955192099 2.7359953891496119e-05 leaf_weight=84.598816558718681 38.488726355135441 186.29903324693441 130.14748588204384 leaf_count=240 145 1632 423 internal_value=0 -0.000119335 0.000104757 internal_weight=0 224.788 214.746 internal_count=2440 1777 663 is_linear=0 shrinkage=0.000243945 Tree=655 num_leaves=4 num_cat=0 split_feature=12 0 15 split_gain=67.2282 46.7238 26.7609 threshold=0.083325000000000024 -0.04478999999999999 0.082725000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034404300516146163 -0.00055946841138759318 0.00041657132130885059 -0.00079610906484836315 leaf_weight=192.53174447268248 143.55695856362581 35.48909979313612 12.657033100724218 leaf_count=667 1570 159 70 internal_value=0 -0.000365866 0.000273317 internal_weight=0 179.046 205.189 internal_count=2466 1729 737 is_linear=0 shrinkage=0.000762496 Tree=656 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=55.0527 43.7104 25.9888 threshold=0.10423500000000001 -0.10072999999999999 0.26521500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035184514039484851 0.00039466664615815585 -0.00034915504004168066 -0.00069400069749968026 leaf_weight=49.390416674315929 133.86095145344734 188.32606492564082 10.312012895941733 leaf_count=240 487 1700 39 internal_value=0 -0.000203411 0.000316321 internal_weight=0 237.716 144.173 internal_count=2466 1940 526 is_linear=0 shrinkage=0.000663799 Tree=657 num_leaves=4 num_cat=0 split_feature=1 3 484 split_gain=63.6765 52.4867 28.0545 threshold=0.10491000000000002 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050560628721094255 -0.00067769521516224649 -0.00047482622418410289 0.00054614376191625352 leaf_weight=46.318416960537434 14.095480456948279 187.12751451134682 126.37527614086866 leaf_count=185 57 1748 467 internal_value=0 -0.000280148 0.000422896 internal_weight=0 233.446 140.471 internal_count=2457 1933 524 is_linear=0 shrinkage=0.00082535 Tree=658 num_leaves=4 num_cat=0 split_feature=13 40 2 split_gain=61.5251 61.1181 2.10659 threshold=-0.16901999999999998 -0.074429999999999982 0.10613000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012039011321455866 0.00067774630316187279 -0.00030385516377599148 0.00078962416139750566 leaf_weight=12.988658405840395 51.173857040703297 274.36635565012693 27.813991077244282 leaf_count=44 171 2098 100 internal_value=0 -0.000149371 0.000924434 internal_weight=0 325.54 40.8026 internal_count=2413 2269 144 is_linear=0 shrinkage=0.00082535 Tree=659 num_leaves=4 num_cat=0 split_feature=1 40 0 split_gain=105.155 56.037 45.9719 threshold=0.077765000000000015 -0.012109999999999998 0.025125000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028605818626686771 0.0002842036660420721 7.9257911240012223e-06 0.00017451439557161262 leaf_weight=115.68829117715359 77.220741242170334 226.4686576128006 19.871048755943775 leaf_count=1213 221 971 62 internal_value=0 7.82553e-05 -0.000218457 internal_weight=0 303.689 135.559 internal_count=2467 1192 1275 is_linear=0 shrinkage=0.000280216 Tree=660 num_leaves=4 num_cat=0 split_feature=1 39 0 split_gain=54.5654 44.0303 39.2234 threshold=0.088975000000000012 0.0095750000000000019 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060592948175698777 -1.3858786755626283e-05 0.00071252792021711487 0.00027538449702739048 leaf_weight=111.07847217470407 157.07469801232219 66.20847499370575 37.744358994066715 leaf_count=1326 728 227 180 internal_value=0 0.00020178 -0.000382372 internal_weight=0 223.283 148.823 internal_count=2461 955 1506 is_linear=0 shrinkage=0.000747545 Tree=661 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=56.2458 48.1746 38.3746 threshold=0.10098000000000001 -0.097754999999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033578730429542034 0.00045144209752777902 -0.00043383684206065054 -0.00028893485917067717 leaf_weight=45.450702123343945 115.03651729226112 168.08250105381012 42.04653538018465 leaf_count=240 440 1633 170 internal_value=0 -0.000269932 0.0002532 internal_weight=0 213.533 157.083 internal_count=2483 1873 610 is_linear=0 shrinkage=0.000663799 Tree=662 num_leaves=4 num_cat=0 split_feature=1 457 484 split_gain=96.7256 53.1401 31.5304 threshold=0.10491000000000002 0.082380000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015950080287810197 -0.00017582249049320146 0.00017057198567233233 0.00018989318733574799 leaf_weight=224.79872426390648 18.446075737476349 39.972210504114628 145.14455735683441 leaf_count=1763 67 146 459 internal_value=0 -0.000109619 0.000148564 internal_weight=0 264.771 163.591 internal_count=2435 1909 526 is_linear=0 shrinkage=0.000264054 Tree=663 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=91.2754 55.2136 46.3755 threshold=0.10098000000000001 -0.12077499999999998 -0.24861499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016234363762733755 -0.0003010158090110596 -0.00017568894500156736 0.00018129521516197322 leaf_weight=44.123885802924633 16.430369712412357 208.00284510850906 167.34698133170605 leaf_count=156 90 1733 510 internal_value=0 -0.000116485 0.000138018 internal_weight=0 252.127 183.777 internal_count=2489 1889 600 is_linear=0 shrinkage=0.000274722 Tree=664 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=87.0805 63.9878 47.2501 threshold=0.094405000000000003 -0.10072999999999999 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017482645806573207 0.00017535656803488212 -0.0002011518596139148 -0.00021948261446480511 leaf_weight=44.757875226438046 193.97363609820604 171.16446147114038 27.027412258088589 leaf_count=191 605 1533 133 internal_value=0 -0.000123166 0.000126983 internal_weight=0 215.922 221.001 internal_count=2462 1724 738 is_linear=0 shrinkage=0.000280216 Tree=665 num_leaves=4 num_cat=0 split_feature=4 376 49 split_gain=60.9885 49.141 8.60077 threshold=0.27190000000000009 0.048375000000000008 0.092185000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034387091474206538 0.00076108396956371725 0.00083516653876186881 -6.926683797641555e-05 leaf_weight=265.33870907872915 63.686959765851498 28.796838566660881 10.726666308939455 leaf_count=2098 244 82 44 internal_value=0 -0.000228165 0.000641465 internal_weight=0 294.136 74.4136 internal_count=2468 2180 288 is_linear=0 shrinkage=0.000858695 Tree=666 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=91.8393 48.6106 44.7676 threshold=0.099195000000000019 -0.29521499999999995 -0.0058249999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016536151506949562 -0.00028225588948740325 0.00016272257465914958 0.00014046803685327576 leaf_weight=199.22470392286777 17.997425280511379 180.7505904212594 38.139255784451962 leaf_count=1703 101 554 120 internal_value=0 0.000122292 -0.000116178 internal_weight=0 198.748 237.364 internal_count=2478 655 1823 is_linear=0 shrinkage=0.000258876 Tree=667 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=57.87 65.2472 3.70921 threshold=-0.23438999999999996 0.0095750000000000019 0.09087000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071899253106498225 -0.000273464106666848 0.00050241461154439874 0.00124867942317259 leaf_weight=29.221350245177746 262.11220837384462 78.652088843286037 10.296152494847773 leaf_count=110 2069 272 29 internal_value=0 -9.42767e-05 0.000860139 internal_weight=0 340.764 39.5175 internal_count=2480 2341 139 is_linear=0 shrinkage=0.000747545 Tree=668 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=99.4498 65.0307 34.4031 threshold=0.079890000000000017 0.12500000000000003 -0.004004999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021538597828350066 -0.00017064345131878462 0.00027645071410331318 1.441932077301007e-05 leaf_weight=108.84780221432447 205.11671996116638 23.237825945019722 110.56559677422047 leaf_count=334 1771 55 340 internal_value=0 -0.000125033 0.000114175 internal_weight=0 228.355 219.413 internal_count=2500 1826 674 is_linear=0 shrinkage=0.0002538 Tree=669 num_leaves=4 num_cat=0 split_feature=1 3 484 split_gain=58.1265 50.0349 28.1221 threshold=0.10491000000000002 -0.10072999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036483969923113431 -0.00048851978744737887 -0.00034703649110651467 0.00042383307270679743 leaf_weight=51.387577883899212 15.323497153818606 183.10177778825164 127.26130317151546 leaf_count=241 63 1683 469 internal_value=0 -0.000190931 0.000325477 internal_weight=0 234.489 142.585 internal_count=2456 1924 532 is_linear=0 shrinkage=0.000638023 Tree=670 num_leaves=4 num_cat=0 split_feature=12 16 47 split_gain=57.5763 50.0726 29.4633 threshold=0.083325000000000024 -0.23791999999999999 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037411366187968791 0.0004617651256103787 -0.00044673722827234179 -0.00025507726033100462 leaf_weight=156.75252243876457 32.722173657268286 144.01253508776426 41.376061409711838 leaf_count=573 138 1615 152 internal_value=0 -0.000278343 0.000242647 internal_weight=0 176.735 198.129 internal_count=2478 1753 725 is_linear=0 shrinkage=0.000663799 Tree=671 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=105.909 57.1153 42.6661 threshold=0.040165000000000006 0.23993500000000004 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027379656022618758 -0.00021245056395934812 0.00015685399826949128 1.7436914938636021e-05 leaf_weight=81.054138481616974 193.54601537436247 37.685384549200535 123.66607296466827 leaf_count=227 1746 110 405 internal_value=0 -0.000152216 0.000119031 internal_weight=0 231.231 204.72 internal_count=2488 1856 632 is_linear=0 shrinkage=0.000274722 Tree=672 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=100.983 59.0308 33.6057 threshold=0.040165000000000006 0.12796000000000002 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021449616127080493 -0.0001536064501497506 0.00025398202406345531 2.0578759429656529e-05 leaf_weight=106.32736764848232 215.01627193391323 23.349262878298759 106.34072723984718 leaf_count=325 1769 56 329 internal_value=0 -0.00011358 0.000117593 internal_weight=0 238.366 212.668 internal_count=2479 1825 654 is_linear=0 shrinkage=0.000243945 Tree=673 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=110.999 54.8105 34.3988 threshold=0.040165000000000006 0.12796000000000002 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028025027364029977 -0.0001773423108395594 0.00029368219865837629 5.4470199517767405e-05 leaf_weight=82.906508207321167 204.26297102123499 20.415807954967022 131.93559039384127 leaf_count=230 1753 51 430 internal_value=0 -0.000134417 0.000141698 internal_weight=0 224.679 214.842 internal_count=2464 1804 660 is_linear=0 shrinkage=0.000274722 Tree=674 num_leaves=4 num_cat=0 split_feature=150 4 1 split_gain=57.7359 51.0254 20.9893 threshold=0.081245000000000026 0.50657000000000008 0.085995000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032505705109199832 -0.00032157708998200587 0.0008232528780897653 0.0007098916004576847 leaf_weight=254.89689442515373 15.54548694193363 28.024065762758255 74.671242542564869 leaf_count=1983 108 116 235 internal_value=0 -0.000211033 0.000531978 internal_weight=0 282.921 90.2167 internal_count=2442 2099 343 is_linear=0 shrinkage=0.000809167 Tree=675 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=94.5319 58.4367 36.7455 threshold=0.079890000000000017 0.30163500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023280110159091389 -0.00018840281836131882 0.00025785946435250327 5.5892298834958834e-06 leaf_weight=105.48327176272869 197.16068914532661 24.847907274961472 109.35747931152582 leaf_count=324 1727 59 342 internal_value=0 -0.000138351 0.00011721 internal_weight=0 222.009 214.841 internal_count=2452 1786 666 is_linear=0 shrinkage=0.000274722 Tree=676 num_leaves=4 num_cat=0 split_feature=12 1 159 split_gain=61.8628 39.1964 26.7863 threshold=0.081095000000000014 0.13130500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00071565052384285296 -0.00053991571619774745 0.00095615226490445692 0.00039333074787457174 leaf_weight=18.352433197200298 168.26168936118484 14.497844710946081 176.4486450329423 leaf_count=76 1756 40 619 internal_value=0 -0.000420724 0.000288501 internal_weight=0 182.76 194.801 internal_count=2491 1796 695 is_linear=0 shrinkage=0.000875869 Tree=677 num_leaves=4 num_cat=0 split_feature=4 151 47 split_gain=59.2451 57.0597 6.60325 threshold=0.27190000000000009 -0.016164999999999995 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029924967916265767 0.00055267324879693157 -0.00037663769676990076 -1.1429958942700729e-05 leaf_weight=73.725965898483992 61.05460961908102 216.19389641657472 10.745312467217444 leaf_count=373 245 1801 35 internal_value=0 -0.000204712 0.000468365 internal_weight=0 289.92 71.7999 internal_count=2454 2174 280 is_linear=0 shrinkage=0.000663799 Tree=678 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=51.3231 46.6209 18.5306 threshold=-0.0068949999999999992 0.077765000000000015 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095543789640986328 -0.00035279534972797356 0.00028659341779289791 0.00068080128156863167 leaf_weight=40.232994552701712 97.521706912666559 234.96619414538145 4.5916432812809935 leaf_count=380 1056 1036 14 internal_value=0 9.89993e-05 -0.00078655 internal_weight=0 332.488 44.8246 internal_count=2486 2092 394 is_linear=0 shrinkage=0.000777746 Tree=679 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=100.52 49.753 29.1375 threshold=0.10439500000000002 0.062320000000000007 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015227556034051878 -0.00021077515127606989 0.00023246608579235596 0.0002074750040961538 leaf_weight=230.63828666508198 14.231839656829832 29.699316993355751 150.62650995701551 leaf_count=1847 75 93 468 internal_value=0 -0.000108303 0.00017125 internal_weight=0 260.338 164.858 internal_count=2483 1940 543 is_linear=0 shrinkage=0.000280216 Tree=680 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=102.98 55.1784 48.0608 threshold=0.08864000000000001 -0.29521499999999995 -0.10115999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2076346227512823e-05 -0.00029692558578720343 0.00012314670033243121 -0.00022759798926793177 leaf_weight=36.875101342797279 21.005211308598518 233.26327527314425 137.36882080882788 leaf_count=172 120 823 1353 internal_value=0 8.8329e-05 -0.00015993 internal_weight=0 254.268 174.244 internal_count=2468 943 1525 is_linear=0 shrinkage=0.000248824 Tree=681 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=83.8961 60.2405 47.402 threshold=0.091615000000000016 -0.097754999999999995 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013243814601006392 0.00013266732732319613 -0.00018109742986594722 -0.0001916848577060194 leaf_weight=43.112406373023987 211.43167775124311 152.91139115393162 27.956719681620598 leaf_count=203 697 1456 141 internal_value=0 -0.000112104 9.47163e-05 internal_weight=0 196.024 239.388 internal_count=2497 1659 838 is_linear=0 shrinkage=0.000234472 Tree=682 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=92.5792 58.0262 49.3955 threshold=0.099325000000000011 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013890145480056814 0.00017070120420596287 -0.00015755642450004649 -0.00010266854019851205 leaf_weight=42.439173206686974 153.40002603828907 194.04923337697983 45.132746629416943 leaf_count=153 484 1669 169 internal_value=0 -0.000104315 0.000108533 internal_weight=0 236.488 198.533 internal_count=2475 1822 653 is_linear=0 shrinkage=0.000229875 Tree=683 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=52.4148 49.1553 42.6525 threshold=0.077765000000000015 -0.059114999999999994 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005750222619288984 -0.00064190119524795176 0.00033321577444181584 0.00021365016487539756 leaf_weight=86.537529829889536 23.008533708751202 28.583070941269398 236.96224670484662 leaf_count=1152 142 142 1032 internal_value=0 -0.000349413 0.000137686 internal_weight=0 115.121 259.971 internal_count=2468 1294 1174 is_linear=0 shrinkage=0.000601223 Tree=684 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=60.8344 52.8297 25.2209 threshold=0.077615000000000003 -0.0068949999999999992 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071695464342885307 -0.00080468843550125552 0.00024875200072700941 0.00046876091547239107 leaf_weight=35.922510825097561 63.004207331687212 260.58869073912501 10.003733679652212 leaf_count=297 883 1246 27 internal_value=0 0.00013153 -0.000629747 internal_weight=0 296.511 73.0079 internal_count=2453 1543 910 is_linear=0 shrinkage=0.000747545 Tree=685 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=103.473 46.6368 42.4364 threshold=0.10098000000000001 -0.12077499999999998 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013836801343189271 -0.00025457017418647327 -0.00016918146091520205 0.00017685865508821561 leaf_weight=40.971368409693241 17.383165016770363 211.16218789666891 175.25059277564287 leaf_count=155 96 1708 532 internal_value=0 -0.000119166 0.000137801 internal_weight=0 252.134 192.634 internal_count=2491 1863 628 is_linear=0 shrinkage=0.000264054 Tree=686 num_leaves=4 num_cat=0 split_feature=13 39 2 split_gain=55.6324 60.3918 2.76095 threshold=-0.16901999999999998 0.0095750000000000019 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010242484254669184 -0.00025304782151610021 0.00045628944243593047 0.00062915531316796221 leaf_weight=12.748698383569716 260.5103374607861 73.251204289495945 28.197745449841022 leaf_count=45 2079 255 102 internal_value=0 -9.72676e-05 0.000754625 internal_weight=0 333.762 40.9464 internal_count=2481 2334 147 is_linear=0 shrinkage=0.000690616 Tree=687 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=104.78 52.2735 39.3339 threshold=0.10491000000000002 -0.12077499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2476104948783728e-05 0.00019446438819425963 -0.00023012447344070481 -0.00012743200554674237 leaf_weight=50.708165183663368 112.82820139080286 243.19459330290556 40.40645532310009 leaf_count=177 396 1772 151 internal_value=0 -0.000176179 0.000109552 internal_weight=0 293.903 153.235 internal_count=2496 1949 547 is_linear=0 shrinkage=0.000280216 Tree=688 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=52.8578 45.8611 14.7563 threshold=-0.0068949999999999992 -0.25691499999999995 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00098651608358944353 -0.00079322093368252786 0.00019991742286387153 0.00057560872761342711 leaf_weight=38.737816501408815 32.379583746194839 294.38552786782384 4.1460764631628981 leaf_count=383 259 1814 13 internal_value=0 0.000101268 -0.000834382 internal_weight=0 326.765 42.8839 internal_count=2469 2073 396 is_linear=0 shrinkage=0.000793301 Tree=689 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=56.4183 62.6193 4.62319 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.040789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059512761486793248 0.00075123741704100208 -0.00030662675206221085 0.00024831134372121862 leaf_weight=51.473974406719208 45.818977907299995 259.57950536161661 13.322954781353472 leaf_count=205 165 2060 45 internal_value=0 -0.000157242 0.000638626 internal_weight=0 311.053 59.1419 internal_count=2475 2265 210 is_linear=0 shrinkage=0.000747545 Tree=690 num_leaves=4 num_cat=0 split_feature=150 0 160 split_gain=52.2396 55.0431 19.3422 threshold=0.081245000000000026 -0.060644999999999991 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045071893372542019 -0.00036301784751348911 0.00031612649208571068 0.00069163119779266425 leaf_weight=190.8890122808516 13.499890223145483 90.147622995078564 70.548632122576237 leaf_count=1730 102 383 232 internal_value=0 -0.000204711 0.000521976 internal_weight=0 281.037 84.0485 internal_count=2447 2113 334 is_linear=0 shrinkage=0.000809167 Tree=691 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=50.741 50.2451 8.79179 threshold=0.12419000000000001 -0.026779999999999995 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037083020434261845 0.00075639738119633981 -0.00034506744639811179 -3.3018433783119852e-05 leaf_weight=80.672825686633587 50.484543927013874 222.95985426008701 10.254150927066801 leaf_count=320 198 1893 32 internal_value=0 -0.000154792 0.000623309 internal_weight=0 303.633 60.7387 internal_count=2443 2213 230 is_linear=0 shrinkage=0.000777746 Tree=692 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=54.2886 66.008 1.75645 threshold=-0.16901999999999998 0.081875000000000017 -0.042789999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00053282080752489736 -0.00033197262419706197 0.00051905840371659637 0.0009068294541727509 leaf_weight=11.045562721788881 251.02752190455794 70.528017714619637 29.651033125817776 leaf_count=51 2072 250 98 internal_value=0 -0.000145197 0.000807059 internal_weight=0 321.556 40.6966 internal_count=2471 2322 149 is_linear=0 shrinkage=0.000777746 Tree=693 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=88.2581 76.1104 7.82551 threshold=0.27626000000000001 0.083325000000000024 0.11013500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0345708020653648e-05 0.00023577203264666671 -0.00019365109711085693 9.0693603741763882e-06 leaf_weight=151.29630295932293 74.647289872169495 180.49594283849001 11.299699664115904 leaf_count=500 242 1673 34 internal_value=0 -8.24098e-05 0.000206017 internal_weight=0 331.792 85.947 internal_count=2449 2173 276 is_linear=0 shrinkage=0.0002538 Tree=694 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=53.8871 47.2519 20.5375 threshold=0.084050000000000014 -0.0068949999999999992 0.118385 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007407657870239703 -0.0008240245926247375 0.00027660962795891385 0.0005678965980337817 leaf_weight=35.046103093773127 59.326808992773294 269.3927225060761 8.1396946609020215 leaf_count=297 825 1366 23 internal_value=0 0.000159263 -0.000655429 internal_weight=0 304.439 67.4665 internal_count=2511 1663 848 is_linear=0 shrinkage=0.00082535 Tree=695 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=90.9366 62.0957 48.4153 threshold=0.088975000000000012 -0.12077499999999998 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017894223517415234 -0.00010531881468347451 -0.00021681337041708969 0.00015121072513269541 leaf_weight=30.724778339266777 63.121173322200775 149.05868762731552 189.24534420669079 leaf_count=114 339 1410 603 internal_value=0 -0.00014911 8.70301e-05 internal_weight=0 179.783 252.367 internal_count=2466 1524 942 is_linear=0 shrinkage=0.0002538 Tree=696 num_leaves=4 num_cat=0 split_feature=13 4 150 split_gain=53.274 48.3645 0.944837 threshold=-0.23438999999999996 0.28064000000000006 0.08826500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061716514069589626 -0.00024195090944969738 0.00040022940972671913 0.0008643406867093876 leaf_weight=26.930306553840637 266.22273832559586 58.061160005629063 9.6111198216676694 leaf_count=100 2102 215 37 internal_value=0 -0.000126874 0.000684619 internal_weight=0 324.284 36.5414 internal_count=2454 2317 137 is_linear=0 shrinkage=0.000638023 Tree=697 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=81.553 58.1749 29.857 threshold=0.10423500000000001 -0.11749 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017420392856460349 -0.00024471909775953448 -0.00017414778656008162 0.00019239094982423076 leaf_weight=47.986287109553814 13.945375636219977 211.04940712451935 140.47849964350462 leaf_count=184 54 1733 464 internal_value=0 -0.000109568 0.000152769 internal_weight=0 259.036 154.424 internal_count=2435 1917 518 is_linear=0 shrinkage=0.00028582 Tree=698 num_leaves=4 num_cat=0 split_feature=13 123 2 split_gain=56.8123 57.6506 1.44383 threshold=-0.16901999999999998 1.0000000180025095e-35 0.10686000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000928310935700153 -0.00024450072786540503 0.00054348172791158947 0.00064435959156035447 leaf_weight=14.118213184177874 274.50630953907967 52.689279571175575 26.803333222866058 leaf_count=50 2121 195 100 internal_value=0 -0.000117467 0.000744591 internal_weight=0 327.196 40.9215 internal_count=2466 2316 150 is_linear=0 shrinkage=0.000690616 Tree=699 num_leaves=4 num_cat=0 split_feature=4 40 151 split_gain=73.3876 57.3983 8.82221 threshold=0.27190000000000009 -0.024094999999999995 -0.08323499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014541883286831053 -7.5988273016923324e-06 -0.00010117222165990038 0.00021032900177977588 leaf_weight=60.941846892237663 11.286385729908941 272.6076842918992 74.843801476061344 leaf_count=171 36 2007 241 internal_value=0 -5.60846e-05 0.000181799 internal_weight=0 333.55 86.1302 internal_count=2455 2178 277 is_linear=0 shrinkage=0.000229875 Tree=700 num_leaves=4 num_cat=0 split_feature=39 13 43 split_gain=75.2551 80.7115 19.7228 threshold=0.0095750000000000019 -0.10939499999999998 -0.031559999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026836139686730719 0.00030302596638547615 -0.00013863654999109716 -3.3718321139235861e-05 leaf_weight=56.051854446530342 81.153922751545906 274.97319777309895 20.910322204232216 leaf_count=193 232 1972 75 internal_value=0 -6.96529e-05 0.000234074 internal_weight=0 331.025 102.064 internal_count=2472 2165 307 is_linear=0 shrinkage=0.000309381 Tree=701 num_leaves=4 num_cat=0 split_feature=13 39 42 split_gain=53.3979 67.0018 15.791 threshold=-0.10939499999999998 0.0095750000000000019 0.077855000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00091325135143208505 -0.00034713870988223289 0.00049883550801675962 8.9197003779456396e-05 leaf_weight=37.665071181952953 231.69377910345793 67.461594171822071 19.84907840937376 leaf_count=139 1957 246 88 internal_value=0 -0.00015625 0.000629583 internal_weight=0 299.155 57.5141 internal_count=2430 2203 227 is_linear=0 shrinkage=0.000747545 Tree=702 num_leaves=4 num_cat=0 split_feature=4 12 13 split_gain=87.377 72.0379 6.2918 threshold=0.30163500000000004 0.081095000000000014 -0.006219999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7766237152947018e-05 0.00026033625100067934 -0.0001944592670819079 0.00011478378176590811 leaf_weight=146.31602557003498 37.349406838417053 213.23468319326639 34.0444201156497 leaf_count=474 152 1720 108 internal_value=0 -0.000104046 0.000191217 internal_weight=0 359.551 71.3938 internal_count=2454 2194 260 is_linear=0 shrinkage=0.000243945 Tree=703 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=95.1802 42.7984 28.2057 threshold=0.078300000000000008 0.13075500000000004 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022762795255891778 -0.00018358941239717601 0.00029181130869903671 1.9168237938646684e-05 leaf_weight=98.163337543606758 197.89078235626221 15.977407515048979 105.91692586988211 leaf_count=325 1762 39 334 internal_value=0 -0.00014794 0.000119508 internal_weight=0 213.868 204.08 internal_count=2460 1801 659 is_linear=0 shrinkage=0.000280216 Tree=704 num_leaves=4 num_cat=0 split_feature=159 1 50 split_gain=53.5972 52.5236 8.58491 threshold=-1.0000000180025095e-35 0.077765000000000015 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057049041128453518 -0.00036756528998014068 0.00028685390553566972 -0.0012958306136347129 leaf_weight=29.846686463803053 98.058134093880653 226.95014224946499 13.276628132909535 leaf_count=297 1061 994 95 internal_value=0 8.93507e-05 -0.000796583 internal_weight=0 325.008 43.1233 internal_count=2447 2055 392 is_linear=0 shrinkage=0.000747545 Tree=705 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=48.7965 50.4568 6.79725 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046339856274065611 0.00063549605399961461 -0.00024300296317440167 6.7505151609718511e-05 leaf_weight=51.141710169613361 46.2187709659338 260.40430730581284 11.087218560278414 leaf_count=208 166 2077 46 internal_value=0 -0.000126919 0.000525951 internal_weight=0 311.546 57.306 internal_count=2497 2285 212 is_linear=0 shrinkage=0.000650783 Tree=706 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=105.697 48.6158 38.534 threshold=0.040165000000000006 0.36766000000000004 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002439603221258508 -0.00015447221477180574 0.00019964688637198278 3.6966644973951347e-05 leaf_weight=83.941524505615234 187.53723987191916 23.947784498333931 120.1987562328577 leaf_count=240 1753 61 408 internal_value=0 -0.000114289 0.000122169 internal_weight=0 211.485 204.14 internal_count=2462 1814 648 is_linear=0 shrinkage=0.000234472 Tree=707 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=53.5012 39.0491 37.5986 threshold=0.08864000000000001 0.10812000000000001 -0.033039999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042809433023083813 -0.00028761473294054832 0.0011355421295734338 0.00037637213844146888 leaf_weight=138.53095671162009 56.581489682197571 8.2997089773416501 166.95415043830872 leaf_count=1510 343 20 626 internal_value=0 -0.000338911 0.000208243 internal_weight=0 146.831 223.536 internal_count=2499 1530 969 is_linear=0 shrinkage=0.000704429 Tree=708 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=49.1455 49.1913 44.3936 threshold=0.077765000000000015 0.025125000000000005 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062463394941578284 0.00029363126753905074 0.0005574429104298267 -0.0004328685093562772 leaf_weight=89.628856103867292 201.54991663992405 20.56322506070137 49.9739726819098 leaf_count=1229 940 66 240 internal_value=0 -0.000403702 0.000149158 internal_weight=0 110.192 251.524 internal_count=2475 1295 1180 is_linear=0 shrinkage=0.000690616 Tree=709 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=48.2024 43.7519 9.0469 threshold=0.12337000000000002 0.081245000000000026 0.12865500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027592271564713233 0.00067454614694463738 0.00034997611126392212 -8.5751008298311788e-06 leaf_weight=234.00296363607049 48.392615906894207 68.853740841150284 11.420912280678747 leaf_count=1974 194 287 36 internal_value=0 -0.000133549 0.000544337 internal_weight=0 302.857 59.8135 internal_count=2491 2261 230 is_linear=0 shrinkage=0.000690616 Tree=710 num_leaves=4 num_cat=0 split_feature=4 12 3 split_gain=85.4409 69.171 6.08793 threshold=0.27626000000000001 0.081095000000000014 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0277745154288864e-05 0.00025600185533277407 -0.00016664200147575585 0.00010997568593408834 leaf_weight=151.06640579551458 60.682214297354221 184.81139437109232 25.287558510899544 leaf_count=475 181 1713 89 internal_value=0 -6.45951e-05 0.000213248 internal_weight=0 335.878 85.9698 internal_count=2458 2188 270 is_linear=0 shrinkage=0.000248824 Tree=711 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=51.83 35.5937 13.8013 threshold=0.11790000000000002 0.083325000000000024 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6866934482300723e-05 0.00073379586113631707 -0.00046591946603886459 2.5443113608905602e-05 leaf_weight=138.87148139253259 51.829345315694809 141.9621020630002 23.117388896644115 leaf_count=511 207 1623 84 internal_value=0 -0.000197589 0.000515668 internal_weight=0 280.834 74.9467 internal_count=2425 2134 291 is_linear=0 shrinkage=0.000762496 Tree=712 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=52.1407 43.3502 18.3362 threshold=0.077615000000000003 -0.24526499999999998 0.13052500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006539635860200191 -0.00061859710021136029 0.0002234891453515858 0.0006343919153695885 leaf_weight=28.494523793458939 63.743323173373938 264.37992537021637 5.7545774579048148 leaf_count=256 895 1319 16 internal_value=0 0.000137902 -0.000513993 internal_weight=0 292.874 69.4979 internal_count=2486 1575 911 is_linear=0 shrinkage=0.000677075 Tree=713 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=45.3573 40.1238 11.6585 threshold=0.28064000000000006 -0.18749999999999997 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00071278913153913215 0.00070217377196481537 -0.0002413363584676427 2.2086025018533127e-07 leaf_weight=25.89931807667017 48.440109930932522 263.67961256578565 17.214738771319389 leaf_count=86 183 2113 81 internal_value=0 -0.000155759 0.000518435 internal_weight=0 289.579 65.6548 internal_count=2463 2199 264 is_linear=0 shrinkage=0.000732888 Tree=714 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=83.8849 43.4686 36.9324 threshold=0.079890000000000017 -0.10072999999999999 0.15307500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015229145479179793 6.191203562437743e-05 -0.00019170021741065667 -0.00016348179521135549 leaf_weight=171.10490863025188 58.984530046582222 143.48725249990821 26.384431600570679 leaf_count=548 286 1503 102 internal_value=0 -0.000117824 0.000110036 internal_weight=0 202.472 197.489 internal_count=2439 1789 650 is_linear=0 shrinkage=0.000248824 Tree=715 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=44.7635 46.7623 14.4212 threshold=-0.0068949999999999992 -0.24526499999999998 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0008012497422950983 -0.00071009342514803577 0.00015806690433023486 0.00047531837684871246 leaf_weight=38.114483464509249 31.466755192726851 286.3674878962338 4.4646422341465941 leaf_count=386 258 1823 14 internal_value=0 7.18961e-05 -0.000666499 internal_weight=0 317.834 42.5791 internal_count=2481 2081 400 is_linear=0 shrinkage=0.000677075 Tree=716 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=47.2599 40.2528 27.7374 threshold=0.081095000000000014 -0.18708499999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055155313543647539 0.00038959678791734636 -0.00039421924642320981 3.3976303112438362e-05 leaf_weight=70.45197069644928 34.430360101163387 141.246133223176 115.88356740400195 leaf_count=249 153 1658 434 internal_value=0 -0.000240451 0.000229882 internal_weight=0 175.676 186.336 internal_count=2494 1811 683 is_linear=0 shrinkage=0.000650783 Tree=717 num_leaves=4 num_cat=0 split_feature=15 484 40 split_gain=47.3541 50.9097 22.2797 threshold=0.084050000000000014 -0.0068949999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076809287728180238 0.00083812159399581428 0.00026083782803476736 -0.00077500170644643747 leaf_weight=34.160046253353357 5.8662095367908469 258.71126114204526 56.247437380254269 leaf_count=311 17 1339 818 internal_value=0 0.000140577 -0.000621419 internal_weight=0 292.871 62.1136 internal_count=2485 1650 835 is_linear=0 shrinkage=0.000793301 Tree=718 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=40.9464 42.5406 26.9567 threshold=0.084050000000000014 -0.24526499999999998 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00079880052104101221 -0.00082313157875023941 0.00018651284006212919 0.00055137531335021079 leaf_weight=29.406952194869518 53.497721210122108 259.58147406950593 10.205387100577353 leaf_count=261 824 1371 30 internal_value=0 8.59785e-05 -0.000602351 internal_weight=0 288.988 63.7031 internal_count=2486 1632 854 is_linear=0 shrinkage=0.000777746 Tree=719 num_leaves=4 num_cat=0 split_feature=4 376 49 split_gain=46.3592 40.683 7.88101 threshold=0.30163500000000004 0.048375000000000008 0.11115500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021839786406578678 0.00066225705976147254 0.00066013581430934246 -7.8654275517946534e-05 leaf_weight=257.44670729339123 53.269917562603951 30.318350851535797 8.5809164494276029 leaf_count=2116 215 93 35 internal_value=0 -0.000125617 0.00055951 internal_weight=0 287.765 61.8508 internal_count=2459 2209 250 is_linear=0 shrinkage=0.000718517 Tree=720 num_leaves=4 num_cat=0 split_feature=13 457 15 split_gain=48.0347 44.1896 3.17207 threshold=-0.16901999999999998 0.069910000000000014 -0.091149999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050546185676716288 -0.00026979507992895438 0.00052398414200870874 0.00099118094186188051 leaf_weight=13.478698030114172 262.51636186614633 50.488246448338032 22.180038809776306 leaf_count=64 2135 197 75 internal_value=0 -0.000141615 0.00080974 internal_weight=0 313.005 35.6587 internal_count=2471 2332 139 is_linear=0 shrinkage=0.000777746 Tree=721 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=90.9009 49.4962 35.4754 threshold=0.079890000000000017 0.23716000000000004 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031314967991426647 -0.00022501975446051958 0.00018216179844773422 4.1103749944093326e-05 leaf_weight=80.428373754024506 174.99841203913093 37.476965732872486 129.6453436166048 leaf_count=238 1713 115 442 internal_value=0 -0.000153142 0.00014537 internal_weight=0 212.475 210.074 internal_count=2508 1828 680 is_linear=0 shrinkage=0.00032188 Tree=722 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=46.3744 37.758 7.50386 threshold=0.12419000000000001 0.041935000000000007 0.12865500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025197838884633895 0.00065819782970638239 0.00039950510285197393 3.1374507040844283e-05 leaf_weight=242.58340460807085 44.16989616304636 48.915752869099379 10.927289277315138 leaf_count=2028 186 211 37 internal_value=0 -0.000142543 0.000534197 internal_weight=0 291.499 55.0972 internal_count=2462 2239 223 is_linear=0 shrinkage=0.000677075 Tree=723 num_leaves=4 num_cat=0 split_feature=13 39 2 split_gain=42.3441 43.5795 1.95442 threshold=-0.16901999999999998 0.0095750000000000019 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0008849803912629482 -0.0002356692067834127 0.00038874333261652833 0.00055184404232281226 leaf_weight=13.946047596633433 239.08379258587956 68.492025583982468 23.853034481406212 leaf_count=52 2030 261 99 internal_value=0 -9.6532e-05 0.000677006 internal_weight=0 307.576 37.7991 internal_count=2442 2291 151 is_linear=0 shrinkage=0.000690616 Tree=724 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=80.7255 43.4657 31.8614 threshold=0.040165000000000006 -0.17157499999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002635128767172746 0.00012822306174745647 -0.00018194562484627683 3.5500111266836282e-05 leaf_weight=76.261876299977303 42.56812684237957 169.89109806716442 117.37886669486761 leaf_count=230 175 1645 397 internal_value=0 -0.000119766 0.000125399 internal_weight=0 212.459 193.641 internal_count=2447 1820 627 is_linear=0 shrinkage=0.000274722 Tree=725 num_leaves=4 num_cat=0 split_feature=150 0 51 split_gain=43.8601 42.1497 22.7215 threshold=0.081245000000000026 -0.022489999999999996 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026733460631435331 -0.00045187129447251442 0.00033388288740146858 0.00053962293579791845 leaf_weight=206.39090786129236 10.78018483519554 61.533262826502323 69.998053081333637 leaf_count=1883 85 241 241 internal_value=0 -0.000129173 0.000406862 internal_weight=0 267.924 80.7782 internal_count=2450 2124 326 is_linear=0 shrinkage=0.000638023 Tree=726 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=56.218 31.1438 25.2373 threshold=0.083350000000000021 0.10812000000000001 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033594399824473156 -0.00041869679750444636 0.0010151006843125744 -0.00043202816017989701 leaf_weight=164.74974533170462 151.55136005952954 8.1416342258453351 25.411677576601505 leaf_count=631 1728 22 105 internal_value=0 -0.000344937 0.000233124 internal_weight=0 159.693 190.161 internal_count=2486 1750 736 is_linear=0 shrinkage=0.000718517 Tree=727 num_leaves=4 num_cat=0 split_feature=0 16 0 split_gain=46.2633 49.0073 45.6168 threshold=-0.060644999999999991 0.26746000000000009 -0.10674499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014256873082205032 0.00059866233439258266 -0.00038651511817128795 -0.00041757556226843044 leaf_weight=110.95001780241728 80.866004899144173 28.971075523644686 138.12502306699753 leaf_count=460 301 170 1616 internal_value=0 0.000338679 -0.000168108 internal_weight=0 109.837 249.075 internal_count=2547 471 2076 is_linear=0 shrinkage=0.000650783 Tree=728 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=45.1535 46.0409 33.4253 threshold=0.10098000000000001 -0.12077499999999998 0.10019500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052310852343531299 0.00053299272579960004 -0.00056609539094459134 -0.00052482574616551287 leaf_weight=38.704836450517178 114.85646034777164 153.47772614657879 29.982677798718214 leaf_count=160 480 1695 125 internal_value=0 -0.000346557 0.000313781 internal_weight=0 192.183 144.839 internal_count=2460 1855 605 is_linear=0 shrinkage=0.000893386 Tree=729 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=80.7537 46.023 29.9752 threshold=0.054520000000000006 0.30163500000000004 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026028433011908875 -0.00017067093046815114 0.00023130630278387558 3.9070468370980729e-05 leaf_weight=76.54461382329464 176.65172221511602 24.373343788087368 116.59332130104303 leaf_count=239 1726 62 405 internal_value=0 -0.000121831 0.000126842 internal_weight=0 201.025 193.138 internal_count=2432 1788 644 is_linear=0 shrinkage=0.000274722 Tree=730 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=80.6012 53.9365 44.2809 threshold=0.077765000000000015 -0.16772499999999999 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018663890233772137 0.0001100623120344085 -0.0002317072044383235 -0.00013181196035248668 leaf_weight=20.17563371360302 222.59111247211695 103.29571012407541 51.074255019426346 leaf_count=65 930 1228 227 internal_value=0 -0.000163241 6.48858e-05 internal_weight=0 123.471 273.665 internal_count=2450 1293 1157 is_linear=0 shrinkage=0.000234472 Tree=731 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=68.4968 58.4534 7.14455 threshold=0.27626000000000001 0.081095000000000014 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1137409211530852e-05 0.00025734542722846769 -0.00017729603926432838 1.6954529116301992e-05 leaf_weight=152.2185432985425 69.051338158547878 171.70169098302722 11.312117248773573 leaf_count=490 235 1711 34 internal_value=0 -6.52676e-05 0.000223578 internal_weight=0 323.92 80.3635 internal_count=2470 2201 269 is_linear=0 shrinkage=0.000280216 Tree=732 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=67.3001 47.0524 32.2997 threshold=0.078300000000000008 -0.10072999999999999 -0.030594999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023957754342915331 8.0197766218648281e-05 -0.0001877388357124028 2.5616334843275354e-05 leaf_weight=78.023416757583618 64.424637529999018 137.57109606638551 119.83073270320892 leaf_count=242 300 1502 424 internal_value=0 -0.000102286 0.000110079 internal_weight=0 201.996 197.854 internal_count=2468 1802 666 is_linear=0 shrinkage=0.000258876 Tree=733 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=70.3033 68.2811 38.0125 threshold=0.10114000000000002 -0.12077499999999998 -0.24861499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018268914481141293 -0.0002546329075222207 -0.00015716833039519597 0.00015390972443829587 leaf_weight=45.308233208954334 15.37684455513954 188.59763627871871 158.36687085032463 leaf_count=160 89 1679 519 internal_value=0 -9.12811e-05 0.000117612 internal_weight=0 233.906 173.744 internal_count=2447 1839 608 is_linear=0 shrinkage=0.000248824 Tree=734 num_leaves=4 num_cat=0 split_feature=4 12 3 split_gain=76.5664 51.6398 5.54972 threshold=0.27416000000000007 0.083325000000000024 0.11967000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8682256952821142e-05 0.00025173771733642971 -0.00017506042339075686 8.9023249758924444e-05 leaf_weight=150.6647080630064 62.437053918838501 165.06432112678885 19.288541689515114 leaf_count=518 200 1678 81 internal_value=0 -7.30857e-05 0.000213509 internal_weight=0 315.729 81.7256 internal_count=2477 2196 281 is_linear=0 shrinkage=0.000264054 Tree=735 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=80.989 47.9248 47.7332 threshold=0.088975000000000012 0.053930000000000006 -0.24861499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002076924737409633 -0.00029691906461912915 0.0002226217952555047 0.00013152405675512021 leaf_weight=142.4426041431725 20.538454353809357 21.528778433799744 218.59853911399841 leaf_count=1442 125 63 815 internal_value=0 -0.000151081 9.46052e-05 internal_weight=0 163.971 239.137 internal_count=2445 1505 940 is_linear=0 shrinkage=0.000269335 Tree=736 num_leaves=4 num_cat=0 split_feature=123 3 43 split_gain=46.6934 41.8275 6.62664 threshold=1.0000000180025095e-35 -0.10115999999999999 -0.040789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028439419462758563 0.00062889062578252227 -0.0002417159993172342 0.00012458763031202521 leaf_weight=76.128625359386206 41.420360669493675 223.18132139369845 12.909014903008936 leaf_count=337 163 1929 49 internal_value=0 -0.000107845 0.000509568 internal_weight=0 299.31 54.3294 internal_count=2478 2266 212 is_linear=0 shrinkage=0.000613248 Tree=737 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=79.643 40.0807 32.6073 threshold=0.10384000000000002 -0.10674499999999999 0.27883000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3541067721032199e-05 0.00014505257291361811 -0.00012700582288098587 -0.00014669146955392909 leaf_weight=65.081910736858845 143.92432090640068 180.05413549765944 18.680221945047379 leaf_count=250 465 1654 94 internal_value=0 -7.6411e-05 0.000111459 internal_weight=0 245.136 162.605 internal_count=2463 1904 559 is_linear=0 shrinkage=0.000208205 Tree=738 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=42.9451 34.5067 27.6683 threshold=0.10384000000000002 -0.097754999999999995 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035367058425170484 -0.00069399551906257871 -0.00041064861603216381 0.00047931162121722442 leaf_weight=50.584577448666096 14.663111194968222 163.16580226272345 121.07276730984449 leaf_count=261 87 1619 464 internal_value=0 -0.00022968 0.000352095 internal_weight=0 213.75 135.736 internal_count=2431 1880 551 is_linear=0 shrinkage=0.000809167 Tree=739 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=50.389 44.1452 26.8556 threshold=0.040165000000000006 -0.17157499999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00077588675090785688 0.00046551090313234309 -0.0006181173075210175 4.1895913489761669e-05 leaf_weight=61.761211462318897 38.498771533370018 134.79262493178248 111.49295864254236 leaf_count=224 178 1671 427 internal_value=0 -0.000377231 0.000303879 internal_weight=0 173.291 173.254 internal_count=2500 1849 651 is_linear=0 shrinkage=0.000893386 Tree=740 num_leaves=4 num_cat=0 split_feature=4 13 151 split_gain=63.1586 52.9229 9.56598 threshold=0.28064000000000006 -0.23438999999999996 -0.08317999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028978259251946121 -1.5953332916948493e-05 -9.3879269411021622e-05 0.00024652767724316012 leaf_weight=28.600591756403446 11.777160190045832 284.81896989420056 68.925115123391151 leaf_count=83 38 2089 240 internal_value=0 -5.87778e-05 0.000208254 internal_weight=0 313.42 80.7023 internal_count=2450 2172 278 is_linear=0 shrinkage=0.000269335 Tree=741 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=52.0434 42.7861 22.492 threshold=0.077615000000000003 -0.29521499999999995 0.11646000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00089180049861535505 -0.0009418538671296735 0.00022214272383284212 0.00053731373869813281 leaf_weight=28.087431382387877 55.650663893669844 258.38585476204753 8.698147699236868 leaf_count=254 871 1332 25 internal_value=0 0.00011262 -0.000741326 internal_weight=0 286.473 64.3488 internal_count=2482 1586 896 is_linear=0 shrinkage=0.000858695 Tree=742 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=42.54 33.7563 11.7332 threshold=0.30163500000000004 -0.18749999999999997 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057620338660797834 0.00058282382670753934 -0.00019158531102208136 -0.00022608736825315172 leaf_weight=26.651063211262226 54.352653995156288 258.65846772119403 8.763846814632414 leaf_count=93 230 2124 32 internal_value=0 -0.000119667 0.000470303 internal_weight=0 285.31 63.1165 internal_count=2479 2217 262 is_linear=0 shrinkage=0.000650783 Tree=743 num_leaves=4 num_cat=0 split_feature=1 457 159 split_gain=76.5843 36.0528 25.8903 threshold=0.10491000000000002 0.082380000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001308293640705098 -0.00016246368416713392 0.00012515955903623683 0.00015983908775327578 leaf_weight=211.74128421396017 16.488398090004921 38.632686980068684 140.62121965736151 leaf_count=1788 61 147 485 internal_value=0 -9.1292e-05 0.000125922 internal_weight=0 250.374 157.11 internal_count=2481 1935 546 is_linear=0 shrinkage=0.000243945 Tree=744 num_leaves=4 num_cat=0 split_feature=1 457 52 split_gain=86.7532 45.036 38.7427 threshold=0.099450000000000011 0.082380000000000009 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018526977356217108 -0.0003068637936026892 0.00020338837065541447 0.00018273066546750668 leaf_weight=195.60265478119254 15.506072595715521 30.373788125813007 169.57662599533796 leaf_count=1726 91 114 544 internal_value=0 -0.000132955 0.000141552 internal_weight=0 225.976 185.083 internal_count=2475 1840 635 is_linear=0 shrinkage=0.000297367 Tree=745 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=51.4531 60.4693 35.744 threshold=1.0000000180025095e-35 -0.018054999999999998 0.077555000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00079581035079649134 0.00029888192149750994 0.00056178179650228667 -0.00037827788432453292 leaf_weight=77.240091793239117 179.46200877800584 22.734185665845871 54.495922777801752 leaf_count=1184 883 73 267 internal_value=0 -0.00048681 0.000141045 internal_weight=0 99.9743 233.958 internal_count=2407 1257 1150 is_linear=0 shrinkage=0.000732888 Tree=746 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=69.2482 38.7269 35.3963 threshold=0.10098000000000001 -0.24861499999999997 -0.097754999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011350493445657958 -0.00031037873756192629 0.00018412199531002343 -0.00017264776499989183 leaf_weight=48.908941157162189 15.258276619017122 158.64221136271954 173.79890203103423 leaf_count=245 93 532 1614 internal_value=0 0.000140562 -0.00010978 internal_weight=0 173.9 222.708 internal_count=2484 625 1859 is_linear=0 shrinkage=0.000297367 Tree=747 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=47.8312 37.6499 28.059 threshold=0.084050000000000014 -1.0000000180025095e-35 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053578376641613484 -0.00076280479447658756 0.00022081797066924412 0.00044652402750420286 leaf_weight=35.665178250521421 50.175157893449068 254.7033549323678 11.108088880777357 leaf_count=312 816 1313 32 internal_value=0 0.000127716 -0.000543189 internal_weight=0 290.369 61.2832 internal_count=2473 1625 848 is_linear=0 shrinkage=0.000690616 Tree=748 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=44.8588 38.3453 12.4225 threshold=1.0000000180025095e-35 -0.16901999999999998 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00080176477767343439 -9.0670369850553311e-05 -0.00022133026266094928 0.00089744114184076062 leaf_weight=27.482903689146042 10.838455051183699 260.92112619802356 42.767360650002956 leaf_count=113 30 2126 178 internal_value=0 -0.000123563 0.000697884 internal_weight=0 288.404 53.6058 internal_count=2447 2239 208 is_linear=0 shrinkage=0.00082535 Tree=749 num_leaves=4 num_cat=0 split_feature=52 42 1 split_gain=42.3012 43.1758 6.96238 threshold=0.18897000000000003 -1.0000000180025095e-35 0.12419000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057774599298753156 -0.0011558352470981085 0.00022672834454006338 -9.2131917941771859e-05 leaf_weight=60.661378636956215 25.862976521253589 258.04798656702042 5.5223176032304755 leaf_count=625 264 1600 17 internal_value=0 7.346e-05 -0.000969667 internal_weight=0 318.709 31.3853 internal_count=2506 2225 281 is_linear=0 shrinkage=0.000858695 Tree=750 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=74.1489 54.5921 6.20268 threshold=0.28064000000000006 0.081095000000000014 0.10866500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1867511192944361e-05 0.00025835602226642829 -0.00016200639248214948 3.6212471756152594e-05 leaf_weight=141.86972922831774 68.272898867726326 178.0996423587203 10.566796556115149 leaf_count=463 238 1765 32 internal_value=0 -6.27571e-05 0.000228676 internal_weight=0 319.969 78.8397 internal_count=2498 2228 270 is_linear=0 shrinkage=0.000269335 Tree=751 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=43.2853 60.3254 34.7133 threshold=0.088975000000000012 -0.10072999999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054414048353680058 -0.00090825247389181752 -0.00058529363089370053 0.00030152955851966024 leaf_weight=33.459099490195513 13.546231385320423 104.40748403966427 190.13756572827697 leaf_count=172 105 1356 821 internal_value=0 -0.00031097 0.000220617 internal_weight=0 137.867 203.684 internal_count=2454 1528 926 is_linear=0 shrinkage=0.000732888 Tree=752 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=78.765 51.2136 29.2864 threshold=0.054520000000000006 0.13052500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024198686035695847 -0.00016069972573400787 0.00029990198598669402 3.4359200175531357e-05 leaf_weight=77.077358439564705 184.88722290843725 18.413010120391846 122.71973092854023 leaf_count=242 1764 48 427 internal_value=0 -0.000118841 0.000114548 internal_weight=0 203.3 199.797 internal_count=2481 1812 669 is_linear=0 shrinkage=0.000264054 Tree=753 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=69.8613 47.1257 41.0634 threshold=0.08864000000000001 -0.10072999999999999 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011338925007419109 0.00023692334479783484 -0.00022212977567969252 3.0080539739778291e-06 leaf_weight=36.225800193846226 73.052830375730991 123.37497752904892 160.9095491245389 leaf_count=172 254 1352 699 internal_value=0 -0.000145948 7.61246e-05 internal_weight=0 159.601 233.962 internal_count=2477 1524 953 is_linear=0 shrinkage=0.000258876 Tree=754 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=45.4504 37.8143 24.1578 threshold=0.082725000000000007 -0.27957499999999996 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064012338011344325 -0.00071891387588404201 0.00020744581106573639 0.00054137762555148095 leaf_weight=27.793099202215672 51.248059421777725 250.42283448204398 8.3633150309324247 leaf_count=254 841 1301 25 internal_value=0 0.000122552 -0.000541415 internal_weight=0 278.216 59.6114 internal_count=2421 1555 866 is_linear=0 shrinkage=0.000690616 Tree=755 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=40.5849 47.158 18.6698 threshold=0.077615000000000003 -0.29521499999999995 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00081266520554677238 -0.00068995412059140633 0.00019374208592474714 0.00042098108499247986 leaf_weight=25.311574283987284 52.395806513726711 253.22617229446769 8.681495323777197 leaf_count=250 860 1301 25 internal_value=0 0.000101997 -0.000531565 internal_weight=0 278.538 61.0773 internal_count=2436 1551 885 is_linear=0 shrinkage=0.000704429 Tree=756 num_leaves=4 num_cat=0 split_feature=484 160 123 split_gain=43.6264 34.9542 14.2489 threshold=-0.0068949999999999992 -0.40446999999999994 0.084355000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090721661472346546 -0.00087342720832011298 0.00016513295473682892 0.00058365129403353962 leaf_weight=32.261352803558111 18.424221336841583 285.7875707000494 3.7765618413686743 leaf_count=355 195 1893 11 internal_value=0 0.000101936 -0.000749659 internal_weight=0 304.212 36.0379 internal_count=2454 2088 366 is_linear=0 shrinkage=0.000732888 Tree=757 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=47.6284 36.6007 19.4425 threshold=0.084050000000000014 -0.0068949999999999992 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063604188175919913 -0.0008472310676280562 0.00017685912689811183 0.00042906943063584807 leaf_weight=33.802544321864843 46.862764995545149 242.23645287752151 7.353932410478591 leaf_count=308 815 1312 24 internal_value=0 7.70972e-05 -0.000673587 internal_weight=0 276.039 54.2167 internal_count=2459 1620 839 is_linear=0 shrinkage=0.000732888 Tree=758 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=68.2152 50.8015 25.945 threshold=0.10423500000000001 -0.097754999999999995 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011613046575486218 0.00018047200845571802 -0.00014204332231570267 -4.6088118454805585e-05 leaf_weight=57.200487688183784 115.2673030346632 182.21790789812803 38.525698035955429 leaf_count=265 405 1657 146 internal_value=0 -8.03365e-05 0.000123726 internal_weight=0 239.418 153.793 internal_count=2473 1922 551 is_linear=0 shrinkage=0.000239162 Tree=759 num_leaves=4 num_cat=0 split_feature=1 3 484 split_gain=68.2775 38.9688 21.6156 threshold=0.10491000000000002 -0.097754999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010508188614943876 -0.00014426044367184723 -0.00014403212802846662 0.00016358255692412081 leaf_weight=51.640064805746078 16.437200665473938 185.38693149015307 132.42949647456408 leaf_count=264 65 1661 472 internal_value=0 -8.97347e-05 0.000129509 internal_weight=0 237.027 148.867 internal_count=2462 1925 537 is_linear=0 shrinkage=0.0002538 Tree=760 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=80.5098 48.3185 39.801 threshold=0.088975000000000012 -0.060094999999999989 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024028812991142668 -0.0003168936126015126 0.00010431215764742897 0.00013277679102582194 leaf_weight=116.13296668604016 15.800635337829588 41.661224767565727 224.87454637512565 leaf_count=1356 107 184 852 internal_value=0 -0.000149296 0.000103122 internal_weight=0 157.794 240.675 internal_count=2499 1540 959 is_linear=0 shrinkage=0.000274722 Tree=761 num_leaves=4 num_cat=0 split_feature=12 0 13 split_gain=64.2235 47.089 31.5833 threshold=0.079890000000000017 -0.060094999999999989 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019978133179715486 -0.00018238064242045082 0.00010930358295324921 -3.5829982594630136e-06 leaf_weight=97.357931517064571 142.78265853971243 47.419415935873985 99.306491740047932 leaf_count=345 1541 234 324 internal_value=0 -0.000109639 9.71481e-05 internal_weight=0 190.202 196.664 internal_count=2444 1775 669 is_linear=0 shrinkage=0.0002538 Tree=762 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=44.2068 46.4852 39.8665 threshold=0.077765000000000015 -0.059114999999999994 0.077555000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00069028565120989201 0.00033544336981862521 0.00040029846971276353 -0.00034837744231420802 leaf_weight=73.485013525933027 185.544513694942 27.714568447321653 57.592467818409204 leaf_count=1137 902 132 283 internal_value=0 -0.000391505 0.000173379 internal_weight=0 101.2 243.137 internal_count=2454 1269 1185 is_linear=0 shrinkage=0.000718517 Tree=763 num_leaves=4 num_cat=0 split_feature=4 0 49 split_gain=38.0286 40.8155 7.78357 threshold=0.27190000000000009 -0.060129999999999996 0.0021350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030254235375725075 0.00064860396577906792 0.00032946998635164244 -1.9582612262891851e-05 leaf_weight=189.25912647694349 56.464336007833481 86.460171185433865 12.340152174234388 leaf_count=1812 238 367 52 internal_value=0 -0.000104302 0.000528927 internal_weight=0 275.719 68.8045 internal_count=2469 2179 290 is_linear=0 shrinkage=0.000762496 Tree=764 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=42.4289 38.9237 6.97902 threshold=0.12337000000000002 0.082725000000000007 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8456356608327371e-06 0.00066026903857558923 -0.00065301151293223369 3.495975762878868e-05 leaf_weight=233.0891479216516 45.969310790300369 51.493964847177267 10.457822456955908 leaf_count=1371 206 846 32 internal_value=0 -0.000110305 0.000544677 internal_weight=0 284.583 56.4271 internal_count=2455 2217 238 is_linear=0 shrinkage=0.000690616 Tree=765 num_leaves=4 num_cat=0 split_feature=4 457 48 split_gain=40.6477 40.3503 12.2226 threshold=0.28064000000000006 0.069910000000000014 0.11013500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026864646502939166 0.00065497849618164846 0.00051677458583205258 -0.00030271097779427055 leaf_weight=232.86956530809402 53.673196353018284 43.247710149735212 8.5768732428550702 leaf_count=2018 235 170 33 internal_value=0 -0.000145468 0.000522721 internal_weight=0 276.117 62.2501 internal_count=2456 2188 268 is_linear=0 shrinkage=0.000747545 Tree=766 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=37.993 38.6268 18.6687 threshold=-0.0068949999999999992 0.084050000000000014 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082204652026911923 0.00021112926863834505 -0.00047190407923193025 0.00061120526648547374 leaf_weight=34.28485606610775 251.79085462912917 48.982682630419731 5.1072078794240943 leaf_count=385 1334 737 15 internal_value=0 9.97592e-05 -0.000635019 internal_weight=0 300.774 39.3921 internal_count=2471 2071 400 is_linear=0 shrinkage=0.000704429 Tree=767 num_leaves=4 num_cat=0 split_feature=4 13 47 split_gain=47.9305 37.2004 7.07566 threshold=0.28064000000000006 -0.18749999999999997 0.099745000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065178631286924203 0.00062658727560941892 -0.0002060374198654313 -2.1941284713821118e-05 leaf_weight=26.56171328574419 55.860663719475269 251.16299250721931 9.3578994274139387 leaf_count=91 248 2134 32 internal_value=0 -0.000123765 0.000533655 internal_weight=0 277.725 65.2186 internal_count=2505 2225 280 is_linear=0 shrinkage=0.000690616 Tree=768 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=60.6491 38.9244 35.2341 threshold=0.081095000000000014 -0.097754999999999995 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023597617836605897 6.3465563800696345e-05 -0.0001877579781406145 1.0247075184661392e-05 leaf_weight=73.38293569535017 59.80797316133976 133.34861141443253 125.46165519207716 leaf_count=236 301 1486 451 internal_value=0 -0.000109979 9.36376e-05 internal_weight=0 193.157 198.845 internal_count=2474 1787 687 is_linear=0 shrinkage=0.000258876 Tree=769 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=64.3527 42.1391 30.0804 threshold=0.083325000000000024 0.12796000000000002 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014277308683971108 -0.00014715169765098138 0.00028424554915339461 -0.00013874086551650711 leaf_weight=177.61738516390324 166.78628263249993 16.588698700070381 29.594093933701515 leaf_count=626 1681 45 119 internal_value=0 -0.000107976 0.000102514 internal_weight=0 183.375 207.211 internal_count=2471 1726 745 is_linear=0 shrinkage=0.000258876 Tree=770 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=39.2225 40.0358 36.5708 threshold=0.077765000000000015 -0.059114999999999994 0.077555000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063766665620267277 0.00033093843544539699 0.00036809359524615998 -0.00031343652636434783 leaf_weight=69.958681102842093 180.33659483864903 27.20307158306241 57.576161820441484 leaf_count=1121 882 133 290 internal_value=0 -0.000355977 0.000174922 internal_weight=0 97.1618 237.913 internal_count=2426 1254 1172 is_linear=0 shrinkage=0.000704429 Tree=771 num_leaves=4 num_cat=0 split_feature=1 3 484 split_gain=69.6214 41.3332 27.4632 threshold=0.10491000000000002 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9017025954163534e-05 -0.00022381238939657227 -0.00018400857302854252 0.00013531907807221675 leaf_weight=49.376587562263012 16.055541977286339 210.38678820803761 122.03685456514359 leaf_count=188 64 1762 477 internal_value=0 -0.000133999 9.34166e-05 internal_weight=0 259.763 138.092 internal_count=2491 1950 541 is_linear=0 shrinkage=0.000258876 Tree=772 num_leaves=4 num_cat=0 split_feature=52 0 131 split_gain=36.4776 53.3907 3.22489 threshold=-0.25691499999999995 -0.061684999999999997 0.087395000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000954486403092494 -0.0001247991545326783 0.00064605695115180434 -0.00024546244391378675 leaf_weight=26.277109976857904 215.05526464805007 85.429686173796654 5.3494459092617026 leaf_count=245 1820 329 48 internal_value=0 9.45189e-05 -0.000835848 internal_weight=0 300.485 31.6266 internal_count=2442 2149 293 is_linear=0 shrinkage=0.00082535 Tree=773 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=59.6143 39.9828 35.5165 threshold=0.079890000000000017 0.10812000000000001 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023377984700488768 -0.00013285967086136753 0.00038241415297337147 9.8427713286305764e-06 leaf_weight=76.932122856378555 185.43470776081085 10.565828144550322 123.65022717416286 leaf_count=247 1753 27 433 internal_value=0 -0.00010488 9.5815e-05 internal_weight=0 196.001 200.582 internal_count=2460 1780 680 is_linear=0 shrinkage=0.000258876 Tree=774 num_leaves=4 num_cat=0 split_feature=13 39 2 split_gain=39.3164 46.7441 3.74023 threshold=-0.16901999999999998 0.0095750000000000019 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010444283805629202 -0.00025020887882468227 0.00042712244628994971 0.00053697134498289242 leaf_weight=11.757193543016909 236.46932665631175 67.532866649329662 21.980945907533169 leaf_count=42 2074 265 97 internal_value=0 -9.96406e-05 0.000716682 internal_weight=0 304.002 33.7381 internal_count=2478 2339 139 is_linear=0 shrinkage=0.000718517 Tree=775 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=72.7988 48.7431 38.3437 threshold=0.088975000000000012 -0.10919499999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012378883890418397 -0.00029669600087787231 -0.00019887497430716962 0.00011077370771112068 leaf_weight=34.302403174340725 13.98502007126808 120.94454808905721 210.95429334044456 leaf_count=157 104 1370 826 internal_value=0 -0.000127543 8.53053e-05 internal_weight=0 155.247 224.939 internal_count=2457 1527 930 is_linear=0 shrinkage=0.000239162 Tree=776 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=63.818 45.1751 38.611 threshold=0.092415000000000011 -0.060094999999999989 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020489937498574859 1.1885013283384249e-05 0.00010286633486224447 0.00025581602780015548 leaf_weight=129.84969592094421 134.48673537373543 47.070344850420952 72.317412622272968 leaf_count=1445 550 199 237 internal_value=0 -0.000123004 9.72776e-05 internal_weight=0 176.92 206.804 internal_count=2431 1644 787 is_linear=0 shrinkage=0.000269335 Tree=777 num_leaves=4 num_cat=0 split_feature=484 42 150 split_gain=39.7564 41.9659 19.4971 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00088887250029747052 -0.00044033536783234643 0.00020693608108071778 0.00063671701094737752 leaf_weight=32.557118456810713 62.414311230182648 242.31653522700071 4.6814734637737265 leaf_count=381 638 1441 13 internal_value=0 7.42503e-05 -0.000695748 internal_weight=0 304.731 37.2386 internal_count=2473 2079 394 is_linear=0 shrinkage=0.000704429 Tree=778 num_leaves=4 num_cat=0 split_feature=52 0 12 split_gain=46.2333 44.8218 0.821695 threshold=-0.29521499999999995 -0.061889999999999994 0.079890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011502091688417348 -0.00012545806740649288 0.0005179310914900612 -0.00084890646461004962 leaf_weight=9.0361654907464999 217.0295462757349 83.772973120212555 18.827772177755833 leaf_count=44 1847 328 226 internal_value=0 5.38507e-05 -0.00095083 internal_weight=0 300.803 27.8639 internal_count=2445 2175 270 is_linear=0 shrinkage=0.000747545 Tree=779 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=61.7173 36.3131 26.6965 threshold=0.083325000000000024 -0.15145999999999996 0.086105000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.5212447310572654e-05 0.00020584280833067919 -0.00015511570206637923 0.00014439543403690772 leaf_weight=46.252774812281132 20.239654205739498 152.99287014454603 154.66428532451391 leaf_count=200 63 1671 530 internal_value=0 -0.000112837 9.38261e-05 internal_weight=0 173.233 200.917 internal_count=2464 1734 730 is_linear=0 shrinkage=0.0002538 Tree=780 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=66.9822 44.2713 31.9515 threshold=0.081095000000000014 0.12500000000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002480779798211716 -0.00016747179602266468 0.00028267014495128953 1.9035863343491332e-05 leaf_weight=74.656635425984859 167.95207189396024 18.181785814464092 119.38289201259613 leaf_count=241 1739 51 428 internal_value=0 -0.000123358 0.000107252 internal_weight=0 186.134 194.04 internal_count=2459 1790 669 is_linear=0 shrinkage=0.000274722 Tree=781 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=68.8075 52.4364 33.1248 threshold=0.10098000000000001 -0.10072999999999999 0.27883000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013339542200222978 0.00015627163193101322 -0.0001673684212591796 -0.00018133970661473543 leaf_weight=47.844933819025755 150.10258963704109 168.79611063748598 21.289673559367657 leaf_count=223 501 1609 118 internal_value=0 -0.00010091 0.000114244 internal_weight=0 216.641 171.392 internal_count=2451 1832 619 is_linear=0 shrinkage=0.0002538 Tree=782 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=66.5937 51.0093 7.46802 threshold=0.28064000000000006 0.083325000000000024 0.037750000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2564852312768425e-05 0.00023107734251631259 -0.00016136570279532645 3.4407488399674422e-06 leaf_weight=149.72738808393478 65.536470353603363 167.07367166131735 10.816329017281531 leaf_count=517 233 1698 32 internal_value=0 -6.50025e-05 0.000198882 internal_weight=0 316.801 76.3528 internal_count=2480 2215 265 is_linear=0 shrinkage=0.0002538 Tree=783 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=48.1935 53.7182 27.678 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060152816129429795 0.00057134851628637808 -0.00050511604833264464 -0.00026482221743223222 leaf_weight=38.981289722025394 111.05791410058737 151.8570318967104 37.451374985277653 leaf_count=153 470 1697 155 internal_value=0 -0.000278849 0.000360441 internal_weight=0 190.838 148.509 internal_count=2475 1850 625 is_linear=0 shrinkage=0.000841858 Tree=784 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=46.2489 38.655 23.755 threshold=0.083325000000000024 0.13052500000000003 0.082725000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033996875148124399 -0.00041038307251374512 0.00088242354717994254 -0.00074057349486097545 leaf_weight=176.09527174383402 144.4865538738668 14.720202274620531 12.576099041849373 leaf_count=669 1732 44 79 internal_value=0 -0.000290314 0.000267547 internal_weight=0 159.207 188.671 internal_count=2524 1776 748 is_linear=0 shrinkage=0.000762496 Tree=785 num_leaves=4 num_cat=0 split_feature=123 3 124 split_gain=57.7727 47.3168 10.3808 threshold=1.0000000180025095e-35 0.18307500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012779788798796134 0.00026084306751613154 0.00029088795772270039 -4.3840817228442206e-05 leaf_weight=312.5268474034965 44.520068891346455 21.686933092772961 10.371269270777701 leaf_count=2139 170 95 50 internal_value=0 -0.000100541 0.000203303 internal_weight=0 334.214 54.8913 internal_count=2454 2234 220 is_linear=0 shrinkage=0.000274722 Tree=786 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=41.2242 40.4701 2.43988 threshold=-0.23438999999999996 0.084155000000000021 -0.11749 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042597245190339333 -0.00023259984404442715 0.0003475511056192271 0.00078670465477957111 leaf_weight=13.508062690496443 238.76030088588595 61.456016696989536 19.178480625152588 leaf_count=66 2092 246 70 internal_value=0 -0.000113754 0.000639591 internal_weight=0 300.216 32.6865 internal_count=2474 2338 136 is_linear=0 shrinkage=0.000638023 Tree=787 num_leaves=4 num_cat=0 split_feature=15 52 2 split_gain=63.1468 45.6432 14.663 threshold=0.059235000000000003 -0.29521499999999995 0.12389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027700163047989987 -0.00028000371030535058 0.0001001708241828012 0.0001637101997125402 leaf_weight=30.08821726590395 65.948394443839788 281.27397816255689 6.9281022623181334 leaf_count=254 899 1286 37 internal_value=0 6.36366e-05 -0.000237635 internal_weight=0 311.362 72.8765 internal_count=2476 1540 936 is_linear=0 shrinkage=0.000291537 Tree=788 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=43.6647 40.164 37.8104 threshold=0.077765000000000015 -0.048734999999999994 -0.055219999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082726595513730333 -0.00041150929852301594 0.00041388694105426341 0.00039584091566306957 leaf_weight=70.052772711962461 60.270989898592234 180.17665552720428 26.715499248355627 leaf_count=1124 428 757 129 internal_value=0 0.000206897 -0.000489527 internal_weight=0 240.448 96.7683 internal_count=2438 1185 1253 is_linear=0 shrinkage=0.000875869 Tree=789 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=61.5208 52.1119 4.95208 threshold=1.0000000180025095e-35 -0.23438999999999996 -0.040789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025056686524211344 0.00026020008031659364 -9.1239777705187154e-05 7.6828755574089328e-05 leaf_weight=31.772863686084747 47.393420040607452 290.73980104923248 12.001753523945807 leaf_count=115 160 2148 42 internal_value=0 -5.74909e-05 0.000223361 internal_weight=0 322.513 59.3952 internal_count=2465 2263 202 is_linear=0 shrinkage=0.0002538 Tree=790 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=39.2807 38.9617 16.8792 threshold=-0.0068949999999999992 0.084050000000000014 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00071887344296829873 0.00015242785236198173 -0.00041725666297098786 0.00061758652423134902 leaf_weight=33.208777386695147 248.18043139576912 50.021124046295881 3.5568510442972174 leaf_count=381 1325 758 10 internal_value=0 5.67467e-05 -0.000588097 internal_weight=0 298.202 36.7656 internal_count=2474 2083 391 is_linear=0 shrinkage=0.000589434 Tree=791 num_leaves=4 num_cat=0 split_feature=0 1 52 split_gain=43.0291 52.5758 50.277 threshold=-0.060644999999999991 1.0000000180025095e-35 -0.25691499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076664756301343575 -0.00076648555077102397 3.8492347293077519e-05 0.00065042272795250687 leaf_weight=65.721885846927762 17.513218406587839 166.15205390378833 83.912837687879801 leaf_count=1119 125 890 318 internal_value=0 -0.000189975 0.00040519 internal_weight=0 231.874 101.426 internal_count=2452 2009 443 is_linear=0 shrinkage=0.000762496 Tree=792 num_leaves=4 num_cat=0 split_feature=484 15 124 split_gain=37.9064 34.349 13.7255 threshold=-0.0068949999999999992 -0.24269999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067949941292943627 0.00074988133332862673 -2.9501512285261074e-05 -0.00088988752165168193 leaf_weight=3.6451600864529601 39.419730231165886 253.78803157806396 35.194538084790111 leaf_count=11 185 1866 395 internal_value=0 7.55273e-05 -0.000741069 internal_weight=0 293.208 38.8397 internal_count=2457 2051 406 is_linear=0 shrinkage=0.000777746 Tree=793 num_leaves=4 num_cat=0 split_feature=123 3 43 split_gain=40.1296 42.8761 7.01864 threshold=1.0000000180025095e-35 -0.097754999999999995 -0.040789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026630189035987235 0.0005505870779180217 -0.00021518721595515324 5.3302818588011116e-05 leaf_weight=79.429426953196526 41.976560488343239 201.77844727411866 11.088691264390944 leaf_count=370 169 1894 47 internal_value=0 -7.91349e-05 0.000447004 internal_weight=0 281.208 53.0653 internal_count=2480 2264 216 is_linear=0 shrinkage=0.000555437 Tree=794 num_leaves=4 num_cat=0 split_feature=123 484 43 split_gain=42.6996 37.2849 4.6604 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.031559999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010052497930203748 0.00081367904309754223 -4.6307280863659806e-05 0.00022829918994314924 leaf_weight=32.424734195694327 39.384545363485813 246.10636959597468 12.895976915955542 leaf_count=395 166 1878 52 internal_value=0 -0.0001583 0.000670081 internal_weight=0 278.531 52.2805 internal_count=2491 2273 218 is_linear=0 shrinkage=0.000841858 Tree=795 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=67.3975 37.8957 25.7024 threshold=0.079570000000000016 0.10812000000000001 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016285615419463884 -0.00010731943203734156 0.00031406766713360792 1.2966548864694914e-05 leaf_weight=94.240373402833939 174.96453565731645 9.2611805349588376 96.376188680529594 leaf_count=343 1773 23 311 internal_value=0 -8.59581e-05 8.71237e-05 internal_weight=0 184.226 190.617 internal_count=2450 1796 654 is_linear=0 shrinkage=0.000204122 Tree=796 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=59.696 43.2958 28.1767 threshold=0.081095000000000014 0.12608000000000003 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019723029733399416 -0.00015121155050050513 0.0002783012990716958 -3.5225741071286115e-06 leaf_weight=87.801418408751488 164.67944542691112 16.541526548564434 92.327475599944592 leaf_count=333 1738 48 314 internal_value=0 -0.000111859 9.43935e-05 internal_weight=0 181.221 180.129 internal_count=2433 1786 647 is_linear=0 shrinkage=0.0002538 Tree=797 num_leaves=4 num_cat=0 split_feature=13 3 3 split_gain=39.8129 39.3927 0.651672 threshold=-0.18749999999999997 -0.097754999999999995 0.18307500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061778230209593365 0.00037807232087416049 -0.00026380980169699855 0.00087757095266788787 leaf_weight=9.6389549225568754 78.912550486624241 215.59337871707976 23.618594706058502 leaf_count=32 373 1943 101 internal_value=0 -9.17398e-05 0.000804603 internal_weight=0 294.506 33.2575 internal_count=2449 2316 133 is_linear=0 shrinkage=0.000777746 Tree=798 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=57.0516 45.3768 37.7563 threshold=0.091785000000000019 -0.060094999999999989 -0.27957499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019275682096872235 -0.00026431001243654747 0.00013068860780041238 0.00013879254750835999 leaf_weight=127.6443218588829 19.164578393101692 43.92432963848114 195.06148073077202 leaf_count=1451 117 183 731 internal_value=0 -0.000109918 0.000102612 internal_weight=0 171.569 214.226 internal_count=2482 1634 848 is_linear=0 shrinkage=0.000274722 Tree=799 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=41.6005 40.9306 6.05693 threshold=1.0000000180025095e-35 -0.10072999999999999 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034879710281514504 0.00032859651505659054 -0.00031982041617301593 0.00084987288384112214 leaf_weight=72.224591851234436 25.328750498592854 201.50912892632186 26.923195652663708 leaf_count=337 109 1908 105 internal_value=0 -0.000143335 0.000598431 internal_weight=0 273.734 52.2519 internal_count=2459 2245 214 is_linear=0 shrinkage=0.000762496 Tree=800 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=55.7278 42.4944 32.5411 threshold=0.081095000000000014 0.30163500000000004 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014231511931544306 -0.00014470867293843318 0.00023857877183652704 -0.00017963912100763264 leaf_weight=165.71378806605935 161.09755650907755 21.932283893227577 23.999011568725109 leaf_count=565 1726 58 101 internal_value=0 -9.86619e-05 0.000101505 internal_weight=0 183.03 189.713 internal_count=2450 1784 666 is_linear=0 shrinkage=0.000258876 Tree=801 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=40.1667 43.607 25.6837 threshold=0.10423500000000001 -0.10072999999999999 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034382572155130858 -0.00061273251724619135 -0.00037711253075555304 0.00037835808988280001 leaf_weight=48.586846683174372 12.749629870057104 153.52037319168448 111.2580541074276 leaf_count=245 78 1701 447 internal_value=0 -0.000203704 0.000276 internal_weight=0 202.107 124.008 internal_count=2471 1946 525 is_linear=0 shrinkage=0.000663799 Tree=802 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=36.561 40.1646 35.4898 threshold=0.077765000000000015 -0.044584999999999993 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00081415456553632977 0.0003804437931548344 0.00050217467687441034 -0.00049821505043753521 leaf_weight=71.962702168151736 185.39703948050737 26.175578899681568 47.95838650316 leaf_count=1224 927 94 242 internal_value=0 -0.000462889 0.000199713 internal_weight=0 98.1383 233.355 internal_count=2487 1318 1169 is_linear=0 shrinkage=0.000911254 Tree=803 num_leaves=4 num_cat=0 split_feature=15 484 40 split_gain=40.2084 34.1614 21.983 threshold=0.082725000000000007 -0.0068949999999999992 -0.082829999999999973 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055206409830045339 0.00078772873555367441 0.00015417944149118731 -0.00064216258584037203 leaf_weight=31.346314910799265 4.6931043714284888 245.11999996751547 50.918282611295581 leaf_count=310 13 1292 869 internal_value=0 7.3913e-05 -0.000520152 internal_weight=0 276.466 55.6114 internal_count=2484 1602 882 is_linear=0 shrinkage=0.000638023 Tree=804 num_leaves=4 num_cat=0 split_feature=52 0 47 split_gain=37.1378 40.7561 4.0689 threshold=-0.25691499999999995 -0.060644999999999991 0.11635500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00076222062013185741 -4.7762427752278227e-05 0.00049876602508831141 -8.7010203038400121e-05 leaf_weight=26.323996702209119 222.04168459028006 82.32731107622385 4.6562306173145762 leaf_count=260 1862 323 34 internal_value=0 0.000100194 -0.000661417 internal_weight=0 304.369 30.9802 internal_count=2479 2185 294 is_linear=0 shrinkage=0.000663799 Tree=805 num_leaves=4 num_cat=0 split_feature=150 4 51 split_gain=37.2805 33.5725 20.8239 threshold=0.081245000000000026 0.50657000000000008 -0.072249999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026392454592321583 -0.00065326285939962053 0.00081395359747552496 0.00071807799273700221 leaf_weight=221.4998603630811 9.289645202457903 23.464553743600845 62.975032515823841 leaf_count=1969 81 124 239 internal_value=0 -0.000160352 0.000541054 internal_weight=0 244.964 72.2647 internal_count=2413 2093 320 is_linear=0 shrinkage=0.000858695 Tree=806 num_leaves=4 num_cat=0 split_feature=12 3 4 split_gain=37.5939 28.4894 24.1218 threshold=0.083325000000000024 0.10812000000000001 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00070935256218119397 -0.00037756001653276987 0.0010486721759811876 0.00030790956778567675 leaf_weight=14.661305055022238 139.52830178290606 8.5405504703521711 164.69808829203248 leaf_count=67 1723 22 666 internal_value=0 -0.000294565 0.000224365 internal_weight=0 148.069 179.359 internal_count=2478 1745 733 is_linear=0 shrinkage=0.000762496 Tree=807 num_leaves=4 num_cat=0 split_feature=52 0 133 split_gain=33.9715 40.6343 2.40946 threshold=-0.40306999999999998 -0.060644999999999991 -0.40446999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0563215388648062e-06 -0.00010483472008667579 0.00054052110533705372 -0.00095516771915130235 leaf_weight=1.8295387178659464 220.83699557185173 84.920290473848581 23.121601754799485 leaf_count=9 1898 332 249 internal_value=0 7.45371e-05 -0.000886145 internal_weight=0 305.757 24.9511 internal_count=2488 2230 258 is_linear=0 shrinkage=0.000793301 Tree=808 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=43.9761 44.5333 17.296 threshold=0.069910000000000014 0.10776500000000001 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030701073209597318 -8.564537747885389e-05 0.00029373962290018667 0.00085369711221601257 leaf_weight=174.75808038562536 13.016119070351122 94.118364661931992 38.15548000484705 leaf_count=1813 82 420 119 internal_value=0 -9.66874e-05 0.000615099 internal_weight=0 268.876 51.1716 internal_count=2434 2233 201 is_linear=0 shrinkage=0.000704429 Tree=809 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=62.4825 37.9907 18.5643 threshold=0.10491000000000002 -0.097754999999999995 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001268614828300666 0.00022054061112137535 -0.00014311905091133841 -5.2200695000830805e-06 leaf_weight=53.627591393887997 103.19197310507298 171.69661082327366 39.542654920369387 leaf_count=264 392 1675 149 internal_value=0 -7.88321e-05 0.000158042 internal_weight=0 225.324 142.735 internal_count=2480 1939 541 is_linear=0 shrinkage=0.000280216 Tree=810 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=43.196 37.2329 24.6653 threshold=0.077765000000000015 -0.29521499999999995 -0.24588999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00091185665031450413 -0.00089421815335348031 0.00026366336299965483 -0.00057163379760120946 leaf_weight=7.2578105777502051 18.141608539968729 211.03047525137663 86.192367458716035 leaf_count=18 134 1032 1284 internal_value=0 0.000171612 -0.000455465 internal_weight=0 229.172 93.4502 internal_count=2468 1166 1302 is_linear=0 shrinkage=0.000777746 Tree=811 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=38.6898 54.0031 29.6261 threshold=0.092550000000000007 -0.097754999999999995 -0.51498499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038311980797439026 -0.00083512391256862072 -0.00054651843734896787 0.00028145095859240943 leaf_weight=41.762673173099756 12.076944835484026 103.39499204419553 162.18374902382493 leaf_count=223 95 1425 722 internal_value=0 -0.000278967 0.000203581 internal_weight=0 145.158 174.261 internal_count=2465 1648 817 is_linear=0 shrinkage=0.000690616 Tree=812 num_leaves=4 num_cat=0 split_feature=13 3 13 split_gain=35.8291 38.3032 1.65772 threshold=-0.23438999999999996 -0.10072999999999999 -0.47860499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00099487229447446104 0.0004035881073535447 -0.00028778262012203845 0.00060486720666206185 leaf_weight=16.721863046288494 73.244703557342291 213.27225958369672 14.812064088881014 leaf_count=65 342 1984 69 internal_value=0 -0.000110953 0.000814468 internal_weight=0 286.517 31.5339 internal_count=2460 2326 134 is_linear=0 shrinkage=0.00082535 Tree=813 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=60.1846 33.9052 27.9634 threshold=0.040165000000000006 -0.10072999999999999 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002303655612639235 5.1062766239318983e-05 -0.00018157038867175161 2.5872323214681797e-05 leaf_weight=69.260033994913101 60.823885153979063 119.57263480871916 113.71413719654083 leaf_count=235 288 1530 414 internal_value=0 -0.000103151 0.000103371 internal_weight=0 180.397 182.974 internal_count=2467 1818 649 is_linear=0 shrinkage=0.0002538 Tree=814 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=53.5184 35.681 32.4344 threshold=0.040165000000000006 -0.044809999999999996 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021720180649224621 0.00013961626101792284 -0.00016495513226680788 -1.3061895982938813e-05 leaf_weight=87.921864308416843 34.371992591768503 146.46707725152373 89.454574055969715 leaf_count=334 150 1655 312 internal_value=0 -0.000107015 0.00010114 internal_weight=0 180.839 177.376 internal_count=2451 1805 646 is_linear=0 shrinkage=0.000269335 Tree=815 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=39.5256 33.6157 28.1369 threshold=0.10491000000000002 -0.10674499999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029158680741321824 0.00062100563395676067 -0.00045098680691577965 -0.00026133482313929691 leaf_weight=59.442786261439323 87.162253350019455 137.19637823477387 34.220228806138039 leaf_count=255 391 1666 150 internal_value=0 -0.000226473 0.000372244 internal_weight=0 196.639 121.382 internal_count=2462 1921 541 is_linear=0 shrinkage=0.00082535 Tree=816 num_leaves=4 num_cat=0 split_feature=12 4 4 split_gain=60.4184 32.8468 29.6861 threshold=0.083325000000000024 0.18599000000000002 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023989297460128974 -0.00017281195521685579 0.0001179322343414699 0.0001236734970353963 leaf_weight=16.349268600344658 139.17059783264995 31.94530113786459 176.59291426464915 leaf_count=71 1626 120 634 internal_value=0 -0.000118492 9.27448e-05 internal_weight=0 171.116 192.942 internal_count=2451 1746 705 is_linear=0 shrinkage=0.000258876 Tree=817 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=41.1575 30.268 20.9807 threshold=0.081095000000000014 -0.046739999999999997 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041402320202208202 0.00029688147104716772 -0.00038358261047509272 -9.9650331576836168e-06 leaf_weight=78.032879754900932 29.403540272265673 118.74093140475452 91.673016380518675 leaf_count=352 141 1639 328 internal_value=0 -0.000248403 0.000185134 internal_weight=0 148.144 169.706 internal_count=2460 1780 680 is_linear=0 shrinkage=0.000601223 Tree=818 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=33.4766 32.1462 5.5375 threshold=0.12419000000000001 0.084050000000000014 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9319344585131698e-05 0.00084388203745330848 -0.00082540357172450059 7.4282296461301991e-05 leaf_weight=222.95946082286537 39.678102128207684 44.838396025821567 9.6740455180406553 leaf_count=1448 192 828 32 internal_value=0 -0.000122402 0.000693534 internal_weight=0 267.798 49.3521 internal_count=2500 2276 224 is_linear=0 shrinkage=0.000911254 Tree=819 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=63.828 47.4908 4.51606 threshold=0.27626000000000001 -0.18749999999999997 0.10866500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027408800865052363 0.00024066292822436818 -9.6129104363242441e-05 4.9917218920102786e-05 leaf_weight=26.462013840675354 62.310988292098045 266.13314930349588 10.125717148184775 leaf_count=85 239 2128 31 internal_value=0 -6.2555e-05 0.000214117 internal_weight=0 292.595 72.4367 internal_count=2483 2213 270 is_linear=0 shrinkage=0.000264054 Tree=820 num_leaves=4 num_cat=0 split_feature=159 1 15 split_gain=35.2898 34.3437 9.28761 threshold=-0.032739999999999991 0.077765000000000015 -0.47612499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083883868250675896 -0.00033389034142802468 0.00026424328460530216 -0.00090310950741073412 leaf_weight=1.9727588742971445 86.06186263076961 201.99874341487885 29.905855670571327 leaf_count=8 1126 1021 311 internal_value=0 8.54828e-05 -0.000792753 internal_weight=0 288.061 31.8786 internal_count=2466 2147 319 is_linear=0 shrinkage=0.000793301 Tree=821 num_leaves=4 num_cat=0 split_feature=150 1 51 split_gain=35.1959 35.2475 17.4678 threshold=0.081245000000000026 0.12419000000000001 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024402898176179271 -0.00044710390476732233 0.00048362273337412246 0.000537245053109723 leaf_weight=205.06590319424868 9.8080862723290902 37.456832639873028 65.523617014288902 leaf_count=1980 82 172 255 internal_value=0 -0.000131474 0.000408611 internal_weight=0 242.523 75.3317 internal_count=2489 2152 337 is_linear=0 shrinkage=0.000690616 Tree=822 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=40.6719 26.26 14.147 threshold=0.084050000000000014 -0.0068949999999999992 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045515807155338734 -0.00069132054766782823 0.00018653141157868873 0.000311220021931394 leaf_weight=30.391885867342353 40.041730029508471 235.93716228753328 6.9337464496493331 leaf_count=302 808 1322 22 internal_value=0 0.000113145 -0.000542954 internal_weight=0 266.329 46.9755 internal_count=2454 1624 830 is_linear=0 shrinkage=0.000650783 Tree=823 num_leaves=4 num_cat=0 split_feature=3 457 4 split_gain=34.1083 37.0453 0.476441 threshold=0.18307500000000002 0.048350000000000011 0.066685000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023560195735585884 0.00077775177923564598 0.00052148692469157509 0.0010346890295835289 leaf_weight=235.59495973028243 14.106446452438833 51.467804674059153 10.470449686050413 leaf_count=2141 59 223 59 internal_value=0 -9.97122e-05 0.00089141 internal_weight=0 287.063 24.5769 internal_count=2482 2364 118 is_linear=0 shrinkage=0.000809167 Tree=824 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=38.1354 33.5684 7.11773 threshold=1.0000000180025095e-35 -0.10115999999999999 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032825572159788687 -6.5677078581959951e-06 -0.00029912724891131051 0.00077690088015792654 leaf_weight=74.337705727666616 8.9043150544166547 192.24826804921031 40.280988626182079 leaf_count=345 25 1933 189 internal_value=0 -0.000124117 0.000635372 internal_weight=0 266.586 49.1853 internal_count=2492 2278 214 is_linear=0 shrinkage=0.000793301 Tree=825 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=50.6602 48.0907 44.9354 threshold=0.077765000000000015 0.025125000000000005 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026364950616066489 -2.9959363914817258e-06 0.00019627551979675359 0.00026690147840780946 leaf_weight=83.0125214420259 190.45610992237926 22.644990652799606 64.843841016292572 leaf_count=1213 953 65 234 internal_value=0 -0.000164973 6.56425e-05 internal_weight=0 105.658 255.3 internal_count=2465 1278 1187 is_linear=0 shrinkage=0.000280216 Tree=826 num_leaves=4 num_cat=0 split_feature=484 160 123 split_gain=32.8122 33.7747 10.1539 threshold=-0.0068949999999999992 -0.25833999999999996 0.083905000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00080083168848053669 -0.00086583558769611402 0.00012905564567240485 0.00052362793359382717 leaf_weight=29.986718393862247 17.984907563775778 263.10787551291287 3.0988406836986533 leaf_count=389 203 1896 10 internal_value=0 6.5081e-05 -0.000675433 internal_weight=0 281.093 33.0856 internal_count=2498 2099 399 is_linear=0 shrinkage=0.000704429 Tree=827 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=52.7539 43.9224 6.26299 threshold=0.28064000000000006 0.083325000000000024 0.099800000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3910026227026915e-05 0.00026459298266310417 -0.00015348994627179763 2.5126370082567906e-05 leaf_weight=143.69743686541915 57.138429656624794 148.04968680068851 10.116172686219214 leaf_count=521 221 1680 32 internal_value=0 -4.64281e-05 0.000228675 internal_weight=0 291.747 67.2546 internal_count=2454 2201 253 is_linear=0 shrinkage=0.000280216 Tree=828 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=40.5512 35.2503 6.73299 threshold=1.0000000180025095e-35 -0.23438999999999996 -0.031559999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065780537113821101 0.00069363889863008192 -0.00019655736011211294 3.5080411289884098e-05 leaf_weight=25.38115282356739 39.605655401945114 238.79338840581477 9.1163027361035329 leaf_count=118 173 2114 40 internal_value=0 -0.000114229 0.00057078 internal_weight=0 264.175 48.722 internal_count=2445 2232 213 is_linear=0 shrinkage=0.000690616 Tree=829 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=57.5236 38.9639 27.605 threshold=0.10098000000000001 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012017502006595101 -0.00022524238515544639 -0.00014596288611153763 0.00013974755978675557 leaf_weight=42.67663698643446 13.989202227443455 167.15314579382539 143.34845544397831 leaf_count=161 93 1736 529 internal_value=0 -9.17987e-05 0.000107158 internal_weight=0 209.83 157.338 internal_count=2519 1897 622 is_linear=0 shrinkage=0.000248824 Tree=830 num_leaves=4 num_cat=0 split_feature=13 39 2 split_gain=32.9706 32.677 1.89428 threshold=-0.23438999999999996 0.0095750000000000019 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010797425149156447 -0.00025231103931827446 0.00043212292610529858 0.00063706695790835056 leaf_weight=10.61733762919903 226.76583210937679 59.99910968914628 19.584374658763409 leaf_count=43 2093 256 93 internal_value=0 -0.000108996 0.000796102 internal_weight=0 286.765 30.2017 internal_count=2485 2349 136 is_linear=0 shrinkage=0.00082535 Tree=831 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=43.887 36.5308 31.9706 threshold=0.079890000000000017 0.13052500000000003 -0.031559999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002203195922445182 -0.000131530860656803 0.00028485910019923459 -1.2092796889244511e-06 leaf_weight=69.170887365937233 154.26275779306889 14.775221161544321 106.41917888820171 leaf_count=243 1692 44 408 internal_value=0 -9.49707e-05 8.61433e-05 internal_weight=0 169.038 175.59 internal_count=2387 1736 651 is_linear=0 shrinkage=0.0002538 Tree=832 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=35.9269 30.1187 26.3573 threshold=0.079890000000000017 0.12796000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064804049450194949 -0.00040297474769647457 0.00083192579028370454 2.064318975778819e-06 leaf_weight=63.389089055359364 135.48197007365525 13.579180307686327 106.28280223160982 leaf_count=256 1778 45 431 internal_value=0 -0.000289938 0.000243668 internal_weight=0 149.061 169.672 internal_count=2510 1823 687 is_linear=0 shrinkage=0.000793301 Tree=833 num_leaves=4 num_cat=0 split_feature=160 484 2 split_gain=33.9622 31.6098 1.89269 threshold=-0.40446999999999994 -1.0000000180025095e-35 0.10381000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00079945795650928578 -0.00051170831258318616 0.00013629486250468811 -0.0014054029367160878 leaf_weight=12.916690053418277 36.245102046057582 258.9361030459404 2.8889087438583365 leaf_count=160 423 1874 22 internal_value=0 5.65631e-05 -0.000919318 internal_weight=0 295.181 15.8056 internal_count=2479 2297 182 is_linear=0 shrinkage=0.000650783 Tree=834 num_leaves=4 num_cat=0 split_feature=4 48 47 split_gain=45.0919 39.4863 9.33077 threshold=0.27190000000000009 0.083570000000000019 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013875258818156301 0.0002577187024594703 0.00010239061579174994 -5.3781334380650948e-05 leaf_weight=195.28843043372035 62.827089581638575 97.293320059776306 10.740157693624495 leaf_count=1759 252 443 36 internal_value=0 -5.85558e-05 0.00021223 internal_weight=0 292.582 73.5672 internal_count=2490 2202 288 is_linear=0 shrinkage=0.000309381 Tree=835 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=49.3003 36.5796 32.1746 threshold=0.040165000000000006 -0.18708499999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023914708505381305 0.00014241414917867473 -0.00014117549265122464 2.0327500741711903e-05 leaf_weight=69.714799880981445 36.715390991419554 143.42751142010093 113.92856337875128 leaf_count=240 160 1672 428 internal_value=0 -8.33238e-05 0.000103491 internal_weight=0 180.143 183.643 internal_count=2500 1832 668 is_linear=0 shrinkage=0.0002538 Tree=836 num_leaves=4 num_cat=0 split_feature=484 128 150 split_gain=32.9489 31.4353 13.1808 threshold=-0.0068949999999999992 1.0000000180025095e-35 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00086194896453365701 9.9576873198883368e-05 -0.00098258276789742823 0.00046695535926969805 leaf_weight=29.358443005010486 256.48088156245649 13.937722057104109 4.1641063578426829 leaf_count=386 1883 160 15 internal_value=0 4.34174e-05 -0.00069587 internal_weight=0 270.419 33.5225 internal_count=2444 2043 401 is_linear=0 shrinkage=0.000704429 Tree=837 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=51.5867 39.5404 26.8643 threshold=0.040165000000000006 -0.042884999999999993 -0.046739999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020240770088323 6.519970011180952e-05 -3.5660944341207859e-05 -0.00016603035995163868 leaf_weight=63.880287401378155 34.784554168581963 105.93880239129066 163.82050067186356 leaf_count=245 148 415 1649 internal_value=0 5.39669e-05 -0.000125518 internal_weight=0 169.819 198.605 internal_count=2457 660 1797 is_linear=0 shrinkage=0.000239162 Tree=838 num_leaves=4 num_cat=0 split_feature=13 40 0 split_gain=33.5593 33.8101 1.88891 threshold=-0.23438999999999996 -0.074429999999999982 -0.13538499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005222995050074954 0.0005249855913539794 -0.00018933096005962461 0.00094550689985381628 leaf_weight=9.7977078855037707 43.72191384062171 238.46216974966228 17.079160526394844 leaf_count=51 189 2125 71 internal_value=0 -7.84896e-05 0.000794038 internal_weight=0 282.184 26.8769 internal_count=2436 2314 122 is_linear=0 shrinkage=0.000747545 Tree=839 num_leaves=4 num_cat=0 split_feature=52 52 133 split_gain=30.5232 29.7405 6.22346 threshold=0.18897000000000003 -0.25691499999999995 -0.030679999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071223937830478998 0.00028633554661897857 0.00018866572907077464 -0.00089762922066790229 leaf_weight=27.552592441439629 3.3492715880274799 255.47953121736646 27.13904837705195 leaf_count=277 30 1925 255 internal_value=0 0.000100718 -0.000766994 internal_weight=0 283.032 30.4883 internal_count=2487 2202 285 is_linear=0 shrinkage=0.00082535 Tree=840 num_leaves=4 num_cat=0 split_feature=13 10 15 split_gain=34.062 30.453 2.08166 threshold=-0.16901999999999998 -1.0000000180025095e-35 -0.091149999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048831457779940099 0.00073728909054615772 -0.00021222345322646725 0.00096383565481823665 leaf_weight=9.5082121863961238 24.135568127036095 251.7319667302072 18.546277038753033 leaf_count=58 103 2221 73 internal_value=0 -0.000128885 0.000805254 internal_weight=0 275.868 28.0545 internal_count=2455 2324 131 is_linear=0 shrinkage=0.000809167 Tree=841 num_leaves=4 num_cat=0 split_feature=13 4 2 split_gain=33.34 33.7806 2.38376 threshold=-0.23438999999999996 0.28064000000000006 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010065608307199469 -0.00019356729880933921 0.00045370125640802116 0.00056904552358702065 leaf_weight=10.104320190846922 232.08526084758341 50.609880723059177 19.627074129879475 leaf_count=38 2137 223 99 internal_value=0 -7.75554e-05 0.000720955 internal_weight=0 282.695 29.7314 internal_count=2497 2360 137 is_linear=0 shrinkage=0.000718517 Tree=842 num_leaves=4 num_cat=0 split_feature=4 3 151 split_gain=46.5219 38.933 13.6511 threshold=0.27190000000000009 -0.048654999999999997 -0.083969999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014575039823964465 -9.6585812758633423e-05 4.5011372511008795e-05 0.00022616249023312048 leaf_weight=155.79973050765693 10.253517158329485 132.67124027758837 58.895563330501318 leaf_count=1744 38 478 239 internal_value=0 -5.80334e-05 0.000178226 internal_weight=0 288.471 69.1491 internal_count=2499 2222 277 is_linear=0 shrinkage=0.000258876 Tree=843 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=34.2565 35.1065 15.1232 threshold=0.048235000000000007 -0.0068949999999999992 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078097469252107091 -0.00082244315089749118 0.00027013851019377997 0.00044145834415909108 leaf_weight=28.489121988415718 47.06810536980629 223.93986354768276 8.9232223108410818 leaf_count=308 888 1226 29 internal_value=0 0.000151216 -0.000620539 internal_weight=0 252.429 55.9913 internal_count=2451 1534 917 is_linear=0 shrinkage=0.000893386 Tree=844 num_leaves=4 num_cat=0 split_feature=150 4 2 split_gain=29.1498 30.3951 12.2012 threshold=0.081245000000000026 0.50657000000000008 0.092250000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025907227302051408 3.5553582842816324e-05 0.00071326495720762926 0.00069564972291586368 leaf_weight=218.07594429515302 31.294558994472027 22.192354068160057 40.261928357183933 leaf_count=2035 176 128 159 internal_value=0 -0.000168972 0.000407469 internal_weight=0 240.268 71.5565 internal_count=2498 2163 335 is_linear=0 shrinkage=0.000793301 Tree=845 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=57.7011 39.1058 27.7396 threshold=0.10491000000000002 -0.11749 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012833351971328912 0.00019919112758995107 -0.00015001946235178521 -7.8067553007701965e-05 leaf_weight=44.19380709528923 98.620131060481071 171.24626167491078 33.696040045469999 leaf_count=177 391 1729 142 internal_value=0 -9.28832e-05 0.000128577 internal_weight=0 215.44 132.316 internal_count=2439 1906 533 is_linear=0 shrinkage=0.000264054 Tree=846 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=52.4654 29.2916 23.5208 threshold=0.10439500000000002 -0.11749 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7846285299832437e-05 0.00016805703514126343 -0.00011433453970688006 -4.3197518571493099e-05 leaf_weight=45.612714402377605 92.144980140030384 178.61964711174369 37.654777467250824 leaf_count=189 373 1784 155 internal_value=0 -7.31842e-05 0.000106788 internal_weight=0 224.232 129.8 internal_count=2501 1973 528 is_linear=0 shrinkage=0.000225367 Tree=847 num_leaves=4 num_cat=0 split_feature=4 40 47 split_gain=32.8221 28.6867 7.06049 threshold=0.27190000000000009 -0.03549999999999999 0.10589000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039786989605958311 0.00056438960879878156 -0.00019239084161751279 -0.00011628550146524121 leaf_weight=46.000777717679739 51.554635379463434 207.98054728470743 8.0384235531091672 leaf_count=167 254 2012 29 internal_value=0 -8.53553e-05 0.000472528 internal_weight=0 253.981 59.5931 internal_count=2462 2179 283 is_linear=0 shrinkage=0.000677075 Tree=848 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=72.5768 34.0409 22.5724 threshold=0.083325000000000024 0.12205500000000001 0.082725000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015029442351062922 -0.0001779876065047849 0.00021436737085470098 -0.00024660334655580068 leaf_weight=182.84362135455012 149.15457211062312 20.455946482717991 12.406841553747652 leaf_count=657 1680 65 75 internal_value=0 -0.000130557 0.000124947 internal_weight=0 169.611 195.25 internal_count=2477 1745 732 is_linear=0 shrinkage=0.00028582 Tree=849 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=55.6659 45.2494 38.5833 threshold=0.094405000000000003 -0.097754999999999995 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011004334023182834 -0.00027964469171150308 -0.00018605390956708234 0.00012051166877200907 leaf_weight=42.576935723423958 16.253095664083958 127.21318557299674 169.31093300879002 leaf_count=215 112 1483 658 internal_value=0 -0.00011178 8.53155e-05 internal_weight=0 169.79 185.564 internal_count=2468 1698 770 is_linear=0 shrinkage=0.000248824 Tree=850 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=37.8831 29.4173 16.3257 threshold=0.30163500000000004 -0.23438999999999996 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00074531218326972181 0.00076747621862618346 -0.00030665994842490494 -0.00059929874451713366 leaf_weight=22.276321016252041 48.713150300085545 229.23556357622147 7.6865626573562613 leaf_count=87 241 2112 30 internal_value=0 -0.000213197 0.000580384 internal_weight=0 251.512 56.3997 internal_count=2470 2199 271 is_linear=0 shrinkage=0.000875869 Tree=851 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=53.5231 55.4668 25.6532 threshold=0.10098000000000001 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001711404838697435 -0.00020682762269477964 -0.00013845046170116965 0.00014230192047519019 leaf_weight=41.568120669573545 13.068508852273224 160.85629617422819 140.31752486526966 leaf_count=151 91 1708 533 internal_value=0 -7.48161e-05 0.000112427 internal_weight=0 202.424 153.386 internal_count=2483 1859 624 is_linear=0 shrinkage=0.000239162 Tree=852 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=32.9512 29.7048 19.9576 threshold=0.083325000000000024 0.10812000000000001 0.15307500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038677995159346008 -0.00042658147485007402 0.0012311717678932946 -0.00048750210639456038 leaf_weight=143.46731849946082 135.7221217546612 9.1050162315368635 24.279033415019512 leaf_count=611 1763 24 110 internal_value=0 -0.000321491 0.000259999 internal_weight=0 144.827 167.746 internal_count=2508 1787 721 is_linear=0 shrinkage=0.000893386 Tree=853 num_leaves=4 num_cat=0 split_feature=12 43 1 split_gain=56.3902 33.9039 33.6496 threshold=0.081095000000000014 -0.048759999999999991 0.13130500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024367049087796014 -0.00015462357902335728 5.5784825290830589e-06 0.00028710096640134039 leaf_weight=70.625329792499542 153.62244842760265 112.21789532154799 13.515945695340632 leaf_count=247 1726 434 41 internal_value=0 9.76371e-05 -0.000118734 internal_weight=0 182.843 167.138 internal_count=2448 681 1767 is_linear=0 shrinkage=0.000269335 Tree=854 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=47.9785 45.7699 7.05799 threshold=0.12337000000000002 0.069910000000000014 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012480163803106007 0.0002194744589930903 0.00013873045842465953 -9.7485189105569378e-06 leaf_weight=263.43419430777431 41.661006107926369 48.182011067867279 10.372444897890089 leaf_count=2063 194 189 34 internal_value=0 -8.40192e-05 0.000173858 internal_weight=0 311.616 52.0335 internal_count=2480 2252 228 is_linear=0 shrinkage=0.000248824 Tree=855 num_leaves=4 num_cat=0 split_feature=42 160 132 split_gain=31.8141 35.9116 22.9482 threshold=-1.0000000180025095e-35 -0.40446999999999994 0.084605000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00088772398116892972 -0.0011811283157637299 0.00018535652721601023 0.00027227973749158928 leaf_weight=44.426622068509459 14.367225369438527 232.53711315616965 16.527887795120478 leaf_count=562 160 1617 126 internal_value=0 0.000105342 -0.000573265 internal_weight=0 246.904 60.9545 internal_count=2465 1777 688 is_linear=0 shrinkage=0.000841858 Tree=856 num_leaves=4 num_cat=0 split_feature=52 42 0 split_gain=32.8464 31.4109 6.4638 threshold=0.18897000000000003 -1.0000000180025095e-35 -0.037444999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048014600966795419 -0.0010292647176239475 0.00024128587467507528 8.9956536836020659e-06 leaf_weight=52.486304150894284 23.275488611310724 228.93021703884006 5.1909370198845854 leaf_count=616 256 1551 22 internal_value=0 0.000106596 -0.000840641 internal_weight=0 281.417 28.4664 internal_count=2445 2167 278 is_linear=0 shrinkage=0.000841858 Tree=857 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=57.6028 27.2531 25.3072 threshold=0.10491000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013029909864970397 0.00018978129488036284 0.00012354751480696052 -7.1768458165480606e-05 leaf_weight=183.05991150997579 100.31847551465034 33.440771020948887 32.852186851203442 leaf_count=1767 397 135 139 internal_value=0 -9.10463e-05 0.000125253 internal_weight=0 216.501 133.171 internal_count=2438 1902 536 is_linear=0 shrinkage=0.000258876 Tree=858 num_leaves=4 num_cat=0 split_feature=15 49 14 split_gain=43.7643 42.7557 3.65496 threshold=-0.24269999999999997 -0.043469999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001404837816643264 0.00011500701946690631 -0.00011550395738537823 0.0002936634859981123 leaf_weight=21.182736225426197 83.225156720727682 223.82652517780662 27.392477877438068 leaf_count=85 329 1953 115 internal_value=0 -5.30057e-05 0.000227341 internal_weight=0 307.052 48.5752 internal_count=2482 2282 200 is_linear=0 shrinkage=0.000274722 Tree=859 num_leaves=4 num_cat=0 split_feature=484 4 123 split_gain=30.9154 28.2958 15.0289 threshold=-1.0000000180025095e-35 0.46168000000000003 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00087616459808927984 8.7525805473705961e-08 0.00084222937620098042 0.00090245159991855122 leaf_weight=31.418281398713589 248.51775386929512 27.818880930542946 3.2126565277576438 leaf_count=404 1895 156 10 internal_value=0 8.51729e-05 -0.000708789 internal_weight=0 276.337 34.6309 internal_count=2465 2051 414 is_linear=0 shrinkage=0.000793301 Tree=860 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=52.6156 36.7005 24.8303 threshold=0.083325000000000024 0.12796000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018682695615017725 -0.00014790599795018659 0.00023052794246594224 6.2879224245098321e-06 leaf_weight=69.688524682074785 150.15102392807603 16.142311379313469 115.9886110201478 leaf_count=266 1702 50 455 internal_value=0 -0.000111041 7.41198e-05 internal_weight=0 166.293 185.677 internal_count=2473 1752 721 is_linear=0 shrinkage=0.000239162 Tree=861 num_leaves=4 num_cat=0 split_feature=1 0 50 split_gain=36.2469 36.8019 26.0449 threshold=0.077765000000000015 -0.059114999999999994 0.082725000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007507761129614839 0.00029343278536817852 0.00031747947159367195 -0.00040919529870360471 leaf_weight=61.678566543385386 182.9565435834229 28.430653233081102 38.546355489641428 leaf_count=1157 854 138 319 internal_value=0 -0.000413752 0.000171015 internal_weight=0 90.1092 221.503 internal_count=2468 1295 1173 is_linear=0 shrinkage=0.000777746 Tree=862 num_leaves=4 num_cat=0 split_feature=4 12 47 split_gain=50.4404 47.5863 10.4042 threshold=0.27626000000000001 0.081095000000000014 0.10589000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3714418510225004e-05 0.0002672133430571159 -0.0001826978027493946 -5.0578180300288177e-05 leaf_weight=129.48361434787512 57.452625669538975 148.88483634218574 10.784212544560431 leaf_count=458 234 1749 35 internal_value=0 -6.80992e-05 0.000216989 internal_weight=0 278.368 68.2368 internal_count=2476 2207 269 is_linear=0 shrinkage=0.000297367 Tree=863 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=46.9296 42.6037 38.0125 threshold=0.077765000000000015 0.025125000000000005 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023883140836628567 -6.6062362836020922e-06 0.0001630206918452387 0.00022317307977247388 leaf_weight=79.284430332481861 177.92986343428493 21.536457307636738 62.60884515941143 leaf_count=1229 930 67 237 internal_value=0 -0.000152906 5.32781e-05 internal_weight=0 100.821 240.539 internal_count=2463 1296 1167 is_linear=0 shrinkage=0.0002538 Tree=864 num_leaves=4 num_cat=0 split_feature=49 484 160 split_gain=31.0374 35.7232 15.7221 threshold=-0.043469999999999995 0.072260000000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029211108679851028 -0.000277072480894796 0.0004981680292826283 0.00055009274349508458 leaf_weight=15.107101049274204 187.7886710409075 40.242561334744096 67.158006466925144 leaf_count=96 1839 257 249 internal_value=0 -0.000140082 0.000395244 internal_weight=0 228.031 82.2651 internal_count=2441 2096 345 is_linear=0 shrinkage=0.000747545 Tree=865 num_leaves=4 num_cat=0 split_feature=4 12 49 split_gain=45.788 39.8372 12.654 threshold=0.27190000000000009 0.083325000000000024 0.0021350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7740650704376212e-05 0.00023265721780629285 -0.00014059388100982019 -5.7452475560900567e-05 leaf_weight=136.32942057773471 54.182356916368008 141.72670702822506 11.187687862664459 leaf_count=505 219 1677 47 internal_value=0 -4.82724e-05 0.000182993 internal_weight=0 278.056 65.37 internal_count=2448 2182 266 is_linear=0 shrinkage=0.000248824 Tree=866 num_leaves=4 num_cat=0 split_feature=4 48 151 split_gain=36.0562 33.1889 8.50606 threshold=0.27626000000000001 0.083570000000000019 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033283307491905522 -0.00019733814168580968 0.00022384004000780116 0.0006182831620247175 leaf_weight=164.68141644820571 7.9228307977318755 88.281702874228358 49.28937503695488 leaf_count=1751 32 443 236 internal_value=0 -0.000138546 0.00050517 internal_weight=0 252.963 57.2122 internal_count=2462 2194 268 is_linear=0 shrinkage=0.000732888 Tree=867 num_leaves=4 num_cat=0 split_feature=160 16 1 split_gain=27.4041 31.0006 3.09062 threshold=-0.40446999999999994 0.24923500000000004 0.10354000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068184083232572079 0.00015353833320202182 -0.00051199485787651938 -0.0014079550407425699 leaf_weight=13.157165179029109 251.09374920651317 40.191176125779748 3.8703035190701476 leaf_count=178 1926 332 18 internal_value=0 6.15473e-05 -0.000855005 internal_weight=0 291.285 17.0275 internal_count=2454 2258 196 is_linear=0 shrinkage=0.000704429 Tree=868 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=33.7922 55.8059 43.8218 threshold=-0.061684999999999997 1.0000000180025095e-35 -0.49121999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00089630148052572539 -0.00060022136596581122 8.9376971395595871e-05 0.00075374456391863139 leaf_weight=58.134568896144629 23.044203385710716 155.15724419429898 73.89088836684823 leaf_count=1141 127 874 327 internal_value=0 -0.000179608 0.000431548 internal_weight=0 213.292 96.9351 internal_count=2469 2015 454 is_linear=0 shrinkage=0.000858695 Tree=869 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=53.566 36.7344 24.4692 threshold=0.081095000000000014 0.12796000000000002 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001799190877160814 -0.00011588685512963244 0.00022294487475411497 1.9633525376937037e-05 leaf_weight=65.394815988838673 152.77440826036036 15.150797709822653 111.7530118599534 leaf_count=235 1723 48 427 internal_value=0 -8.51881e-05 7.88798e-05 internal_weight=0 167.925 177.148 internal_count=2433 1771 662 is_linear=0 shrinkage=0.000208205 Tree=870 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=33.5336 30.3112 24.6971 threshold=0.077765000000000015 0.086785000000000015 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052347742226486311 0.00028971974311441475 -0.00037978797535743981 0.00085766162609472079 leaf_weight=79.705559406429529 176.49463946372271 47.972840655595064 7.8556261211633673 leaf_count=1262 937 247 18 internal_value=0 0.000146516 -0.00039863 internal_weight=0 224.467 87.5612 internal_count=2464 1184 1280 is_linear=0 shrinkage=0.000747545 Tree=871 num_leaves=4 num_cat=0 split_feature=4 12 47 split_gain=50.2411 44.0946 10.6756 threshold=0.27626000000000001 0.083325000000000024 0.10589000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9064227318677969e-05 0.00024319099447194778 -0.00014284438476803773 -5.0588837891266201e-05 leaf_weight=146.01938791200519 60.467056460678577 143.74122881889343 9.5635783523321134 leaf_count=525 248 1656 31 internal_value=0 -4.11128e-05 0.000203055 internal_weight=0 289.761 70.0306 internal_count=2460 2181 279 is_linear=0 shrinkage=0.000258876 Tree=872 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=29.6393 32.6799 18.3091 threshold=0.10491000000000002 -0.11749 0.087885000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047347951443164134 0.00057761545555197393 -0.00040533745630089423 -0.00021426749917990398 leaf_weight=42.99536570161581 82.503212213516235 155.98658662475646 32.391083851456642 leaf_count=182 395 1773 143 internal_value=0 -0.000215286 0.000354376 internal_weight=0 198.982 114.894 internal_count=2493 1955 538 is_linear=0 shrinkage=0.000893386 Tree=873 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=53.2409 37.9916 26.5841 threshold=0.088975000000000012 -0.40306999999999998 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021277346576084859 -0.00032531729533064665 9.9793274289394459e-05 5.1583383953636257e-05 leaf_weight=99.607282480224967 15.710309248417614 199.59258986264467 36.082456491887569 leaf_count=1352 119 856 177 internal_value=0 6.86207e-05 -0.000142491 internal_weight=0 215.303 135.69 internal_count=2504 975 1529 is_linear=0 shrinkage=0.000264054 Tree=874 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=31.8284 35.4699 23.2444 threshold=0.040165000000000006 0.18599000000000002 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050051740961001823 -0.00041777973850684618 0.00041716439078328115 -3.5445348929314814e-05 leaf_weight=66.529846057295799 122.05615753121674 30.18632248789072 91.668886493891478 leaf_count=318 1712 119 339 internal_value=0 -0.000252044 0.000190146 internal_weight=0 152.242 158.199 internal_count=2488 1831 657 is_linear=0 shrinkage=0.000690616 Tree=875 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=29.1019 32.8947 7.2386 threshold=1.0000000180025095e-35 -0.10939499999999998 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046796608113985346 0.00022941231503261373 -0.00024687289539262954 0.00084010455672798451 leaf_weight=45.409990951418877 22.162170581519604 210.45739313401282 23.125181265175343 leaf_count=219 103 2009 104 internal_value=0 -0.000119858 0.000542554 internal_weight=0 255.867 45.2874 internal_count=2435 2228 207 is_linear=0 shrinkage=0.000762496 Tree=876 num_leaves=4 num_cat=0 split_feature=484 42 13 split_gain=31.8335 29.4556 7.93245 threshold=-0.0068949999999999992 -1.0000000180025095e-35 -0.37809499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00079107299070343366 -0.00045866618059746444 0.00022169044298616885 -0.00088851516134660013 leaf_weight=1.8843169361352945 51.25195749849081 220.59917217306793 28.300416581332684 leaf_count=6 609 1448 387 internal_value=0 9.32871e-05 -0.000781129 internal_weight=0 271.851 30.1847 internal_count=2450 2057 393 is_linear=0 shrinkage=0.000809167 Tree=877 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=31.0483 31.6981 17.2935 threshold=0.10491000000000002 -0.10919499999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034528938864491506 0.00046404878466082958 -0.00034824293317437828 -0.00014473374804306743 leaf_weight=46.481752960011363 87.275210045278072 147.33304699882865 35.079620640724897 leaf_count=219 414 1727 154 internal_value=0 -0.000181813 0.000289536 internal_weight=0 193.815 122.355 internal_count=2514 1946 568 is_linear=0 shrinkage=0.000732888 Tree=878 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=56.6868 39.0404 33.3232 threshold=0.088975000000000012 -0.10072999999999999 0.087045000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010717898323321456 0.00017438044697488261 -0.00022023799356040696 -5.7260169696496002e-05 leaf_weight=37.61493456736207 136.540611512959 101.37860557436943 71.271443016827106 leaf_count=187 511 1342 436 internal_value=0 -0.000131616 9.49487e-05 internal_weight=0 138.994 207.812 internal_count=2476 1529 947 is_linear=0 shrinkage=0.000274722 Tree=879 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=29.9993 33.7593 12.2602 threshold=-1.0000000180025095e-35 -0.29521499999999995 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095358468324294654 -0.00084939961126741822 0.00019225560770039143 0.00051563467023472444 leaf_weight=28.599215095862746 24.127062600106001 244.25394562259316 4.6089572422206393 leaf_count=392 245 1807 18 internal_value=0 9.82971e-05 -0.000748624 internal_weight=0 268.381 33.2082 internal_count=2462 2052 410 is_linear=0 shrinkage=0.000841858 Tree=880 num_leaves=4 num_cat=0 split_feature=128 0 2 split_gain=28.1483 25.8522 3.6835 threshold=1.0000000180025095e-35 -0.061889999999999994 0.10904500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3863579893007101e-05 -0.0010864445479006235 0.00038470042862974425 -0.00021443199964887649 leaf_weight=192.5655402969569 13.118656020611526 94.044978423044086 3.3179926443845025 leaf_count=1831 163 459 27 internal_value=0 6.99756e-05 -0.000913057 internal_weight=0 286.611 16.4366 internal_count=2480 2290 190 is_linear=0 shrinkage=0.000732888 Tree=881 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=44.4857 50.9353 35.4748 threshold=0.077765000000000015 -0.059114999999999994 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028475515277820668 -9.6802385813337982e-05 0.00014179282573147109 0.00013274115006699965 leaf_weight=67.684239950031042 71.348127115517855 30.612301837652922 175.86624242737889 leaf_count=1164 477 142 708 internal_value=0 -0.000151906 6.64791e-05 internal_weight=0 98.2965 247.214 internal_count=2491 1306 1185 is_linear=0 shrinkage=0.000274722 Tree=882 num_leaves=4 num_cat=0 split_feature=4 48 47 split_gain=55.3921 45.4495 13.8787 threshold=0.28064000000000006 0.083570000000000019 0.10589000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013725298408488639 0.00024593122199510466 8.6181320977970203e-05 -9.4849399944197795e-05 leaf_weight=183.39630025811493 57.969202868640423 91.307959169149399 9.2295459955930692 leaf_count=1769 242 427 31 internal_value=0 -6.29816e-05 0.000199046 internal_weight=0 274.704 67.1987 internal_count=2469 2196 273 is_linear=0 shrinkage=0.000258876 Tree=883 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=54.4948 30.7351 22.6046 threshold=0.10491000000000002 0.084050000000000014 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.722227213391112e-05 0.00023110948133949714 -0.00029885896361710336 -4.3658767579924325e-05 leaf_weight=163.32741661183536 95.474370136857033 47.4575364459306 36.574812915176153 leaf_count=1112 390 808 146 internal_value=0 -8.85066e-05 0.000155032 internal_weight=0 210.785 132.049 internal_count=2456 1920 536 is_linear=0 shrinkage=0.000297367 Tree=884 num_leaves=4 num_cat=0 split_feature=12 43 4 split_gain=42.4422 33.2102 32.6849 threshold=0.040165000000000006 -0.048759999999999991 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002310367315225706 -0.00015259984637275311 -5.9479249567617043e-06 0.00013938229586978133 leaf_weight=63.719784244894981 139.96814073435962 104.50403460115194 31.371805280447006 leaf_count=227 1679 415 119 internal_value=0 8.3911e-05 -9.90827e-05 internal_weight=0 168.224 171.34 internal_count=2440 642 1798 is_linear=0 shrinkage=0.000258876 Tree=885 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=50.4223 38.9206 37.4747 threshold=0.088975000000000012 0.086785000000000015 -0.10072999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011014798213910954 0.00013845455302056777 -0.00012007236555497997 -0.0001874190218969002 leaf_weight=36.225758589804173 166.17957400158048 48.342267785221338 109.29658284969628 leaf_count=171 730 227 1358 internal_value=0 8.01635e-05 -0.000113316 internal_weight=0 214.522 145.522 internal_count=2486 957 1529 is_linear=0 shrinkage=0.0002538 Tree=886 num_leaves=4 num_cat=0 split_feature=4 123 48 split_gain=45.1571 36.9377 8.39886 threshold=0.27626000000000001 1.0000000180025095e-35 0.11553500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5318471210414964e-05 0.00025128862443299669 0.00020907569196149613 -3.5499363292513185e-05 leaf_weight=239.50818627513945 56.253896161913872 37.582750760018826 9.7612724304199201 leaf_count=2067 244 127 31 internal_value=0 -5.39647e-05 0.000208895 internal_weight=0 277.091 66.0152 internal_count=2469 2194 275 is_linear=0 shrinkage=0.00028582 Tree=887 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=30.917 33.6387 22.463 threshold=0.083325000000000024 -0.047749999999999994 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032598714995477166 0.00044342140252271378 -0.00041720782797864903 -0.00042386962921604684 leaf_weight=143.0655598025769 29.524710364639759 112.34369580075145 23.996545366942883 leaf_count=614 134 1605 108 internal_value=0 -0.000237891 0.000218067 internal_weight=0 141.868 167.062 internal_count=2461 1739 722 is_linear=0 shrinkage=0.000718517 Tree=888 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=31.8771 38.504 25.2185 threshold=0.089840000000000017 -0.018054999999999998 -0.009184999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052421099869158093 0.00053442894866242519 0.00031917057420338766 -1.7877279481995525e-05 leaf_weight=90.871553067117929 54.580103330314159 34.036864891648293 123.41262179985642 leaf_count=1445 265 116 637 internal_value=0 -0.000294314 0.000151713 internal_weight=0 124.908 177.993 internal_count=2463 1561 902 is_linear=0 shrinkage=0.000677075 Tree=889 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=29.1329 29.6382 27.219 threshold=0.040165000000000006 -0.048759999999999991 -0.097754999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061885091874256011 0.00016637064001992331 -1.1503964615267459e-05 -0.00043970401967388016 leaf_weight=55.432545870542526 56.577117461711168 98.946052860468626 93.839885218068957 leaf_count=227 313 413 1508 internal_value=0 0.000215121 -0.000211784 internal_weight=0 154.379 150.417 internal_count=2461 640 1821 is_linear=0 shrinkage=0.000690616 Tree=890 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=44.6964 43.2394 31.5971 threshold=0.089790000000000023 -0.10072999999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001520177077792586 1.4474648727825725e-05 -0.00021757300681264353 0.00026943253466707998 leaf_weight=37.474903296679258 142.20205250754952 109.72595599666238 61.500657394528389 leaf_count=181 674 1378 241 internal_value=0 -0.000123437 9.15557e-05 internal_weight=0 147.201 203.703 internal_count=2474 1559 915 is_linear=0 shrinkage=0.000297367 Tree=891 num_leaves=4 num_cat=0 split_feature=52 484 3 split_gain=29.6076 31.8601 0.021767 threshold=-0.42985499999999993 -1.0000000180025095e-35 -0.0072299999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00080653702321161304 -0.00058443214993187374 0.00015595748712702266 -0.00096871712565661631 leaf_weight=14.845291336998345 33.919269792735577 253.60563713312149 4.4215399473905554 leaf_count=203 387 1849 23 internal_value=0 6.84203e-05 -0.000849138 internal_weight=0 287.525 19.2668 internal_count=2462 2236 226 is_linear=0 shrinkage=0.000718517 Tree=892 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=33.1942 43.7181 25.6277 threshold=0.088975000000000012 -0.10072999999999999 0.19255000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051468153231887487 0.00035588649009272278 -0.000832447275239754 -0.00099440346720364994 leaf_weight=34.148207517340779 164.93284780159593 84.634745016694069 15.462172865867613 leaf_count=176 829 1305 101 internal_value=0 -0.000445049 0.000239604 internal_weight=0 118.783 180.395 internal_count=2411 1481 930 is_linear=0 shrinkage=0.0010061 Tree=893 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=58.2254 31.8183 19.7144 threshold=0.10508500000000001 1.0000000180025095e-35 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010217997400550671 0.0001716246745257886 0.00035779295544472063 -4.1398651177976564e-05 leaf_weight=204.13063470646739 99.990365944802761 8.8721096441149694 33.004181619733572 leaf_count=1947 401 21 135 internal_value=0 -8.2843e-05 0.00011877 internal_weight=0 213.003 132.995 internal_count=2504 1968 536 is_linear=0 shrinkage=0.000239162 Tree=894 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=46.8485 35.8918 19.6941 threshold=0.077615000000000003 -0.0068949999999999992 0.11378500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021278884597587401 -0.00026559193046908413 7.8968722833891341e-05 0.00015272156318957094 leaf_weight=31.748129634186625 51.726273931562901 250.01277029886842 8.7515973076224309 leaf_count=307 869 1251 25 internal_value=0 4.60227e-05 -0.000204888 internal_weight=0 281.761 60.4779 internal_count=2452 1558 894 is_linear=0 shrinkage=0.000258876 Tree=895 num_leaves=4 num_cat=0 split_feature=1 15 2 split_gain=27.5024 29.0395 4.39786 threshold=0.12337000000000002 0.077615000000000003 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4755711009229535e-05 0.00037841988881847282 -0.00071972902393155206 0.00090838023263728528 leaf_weight=212.53086494840682 28.098316080868244 47.853311097249389 21.259497486054897 leaf_count=1354 144 895 99 internal_value=0 -0.000104153 0.000608225 internal_weight=0 260.384 49.3578 internal_count=2492 2249 243 is_linear=0 shrinkage=0.000875869 Tree=896 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=32.212 37.0014 28.6552 threshold=0.077765000000000015 -0.034484999999999995 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057169653377323634 -0.00035936999281840838 0.00033149080016205406 0.0010898913376718564 leaf_weight=74.100625472143292 63.862859860062599 152.48073564469814 6.4656745493412009 leaf_count=1270 481 691 16 internal_value=0 0.000127474 -0.000437022 internal_weight=0 216.344 80.5663 internal_count=2458 1172 1286 is_linear=0 shrinkage=0.000762496 Tree=897 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=46.5252 40.5465 23.6931 threshold=0.079890000000000017 0.18599000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021393266435129897 -0.00018061048735157082 0.00014639675640232874 9.0584853051688494e-06 leaf_weight=61.141145281493664 130.62120052427053 33.048927299678326 110.13563530147076 leaf_count=229 1678 126 433 internal_value=0 -0.000114525 8.2285e-05 internal_weight=0 163.67 171.277 internal_count=2466 1804 662 is_linear=0 shrinkage=0.000264054 Tree=898 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=29.7491 45.5702 27.423 threshold=0.088975000000000012 -0.10115999999999999 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043149732185968672 0.00035642866959261827 -0.00063149384509161833 -0.00035447786656326056 leaf_weight=35.997776983305812 143.3615315631032 85.418088829144835 44.715620949864388 leaf_count=185 739 1359 224 internal_value=0 -0.000316228 0.000187299 internal_weight=0 121.416 188.077 internal_count=2507 1544 963 is_linear=0 shrinkage=0.000793301 Tree=899 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=47.7618 35.1347 22.7566 threshold=0.10491000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001136210647507288 0.00016334347100321395 0.00013348126795447495 -5.5581791303491098e-05 leaf_weight=177.7518122214824 94.931795217096806 36.577937174588442 34.024739161133766 leaf_count=1779 389 145 144 internal_value=0 -7.14024e-05 0.000105583 internal_weight=0 214.33 128.957 internal_count=2457 1924 533 is_linear=0 shrinkage=0.000229875 Tree=900 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=31.2554 42.8876 4.03172 threshold=0.12337000000000002 0.069910000000000014 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031758133665936444 0.00044186949163516856 0.00064316479974694174 0.00098096452045072285 leaf_weight=206.91392976045609 29.087093852460384 47.311782207340002 19.373526886105537 leaf_count=2019 147 207 91 internal_value=0 -0.000138581 0.000659153 internal_weight=0 254.226 48.4606 internal_count=2464 2226 238 is_linear=0 shrinkage=0.000911254 Tree=901 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=31.2768 32.0453 17.0255 threshold=0.084050000000000014 -1.0000000180025095e-35 0.11646000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062306682901935157 -0.00073781390449682925 0.00021811295829144849 0.00043727604004274587 leaf_weight=28.365350224077702 39.47146918065846 227.50543254613876 8.2641875967383367 leaf_count=309 833 1305 24 internal_value=0 0.00012463 -0.00053383 internal_weight=0 255.871 47.7357 internal_count=2471 1614 857 is_linear=0 shrinkage=0.000747545 Tree=902 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=57.0928 28.8168 26.0341 threshold=0.054520000000000006 -0.10115999999999999 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022889268888422057 3.0787182983533696e-05 -0.00018996337576011562 2.3083836027271387e-05 leaf_weight=61.043348655104637 58.743310615420341 108.09051543846726 112.36234855651855 leaf_count=224 298 1529 435 internal_value=0 -0.000112267 9.56349e-05 internal_weight=0 166.834 173.406 internal_count=2486 1827 659 is_linear=0 shrinkage=0.0002538 Tree=903 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=45.4524 35.0186 28.6158 threshold=0.10098000000000001 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012802797688209533 -0.00029482447483759021 -0.0001275341724986011 0.00013426582798719923 leaf_weight=40.096326563507318 9.8190230056643468 154.6652904227376 135.99310846626759 leaf_count=153 75 1716 531 internal_value=0 -7.48773e-05 0.000105167 internal_weight=0 194.762 145.812 internal_count=2475 1869 606 is_linear=0 shrinkage=0.000243945 Tree=904 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=42.6799 41.3067 30.2572 threshold=0.088975000000000012 -0.060094999999999989 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020356638124064303 -0.00024464324959984742 8.6162582495318723e-05 9.4311401649724804e-05 leaf_weight=91.561684429645538 16.999564006924629 42.951228514313698 186.80504579469562 leaf_count=1375 121 187 824 internal_value=0 -0.000111059 6.592e-05 internal_weight=0 134.513 203.805 internal_count=2507 1562 945 is_linear=0 shrinkage=0.000243945 Tree=905 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=33.4397 30.7151 7.86216 threshold=0.11588000000000001 0.081095000000000014 -0.067389999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.4749887121760597e-05 0.00064416782032851937 -0.00041718173690712698 0.0001515178005947826 leaf_weight=119.19504832476377 34.81356155872345 113.39486625976861 29.945753432810307 leaf_count=456 185 1689 142 internal_value=0 -0.000154913 0.000417013 internal_weight=0 232.59 64.7593 internal_count=2472 2145 327 is_linear=0 shrinkage=0.000704429 Tree=906 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=43.6649 34.0178 18.3578 threshold=0.040165000000000006 -0.17157499999999998 -0.0043499999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018470154448486147 0.00011707533180917313 -0.00015653546441853997 1.4860870712999922e-05 leaf_weight=73.024703629314899 37.798733830451965 128.5675315707922 93.326695244759321 leaf_count=311 180 1642 325 internal_value=0 -9.43336e-05 8.94914e-05 internal_weight=0 166.366 166.351 internal_count=2458 1822 636 is_linear=0 shrinkage=0.0002538 Tree=907 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=45.4609 43.3669 33.7907 threshold=0.094405000000000003 -0.060094999999999989 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021812995708444551 -0.00031576554707077602 7.4445855591501642e-05 0.00010097410182764258 leaf_weight=140.73707111179829 16.229004062712193 52.418118573725224 144.9470473639667 leaf_count=1548 102 210 636 internal_value=0 -0.000138734 5.8822e-05 internal_weight=0 193.155 161.176 internal_count=2496 1758 738 is_linear=0 shrinkage=0.000274722 Tree=908 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=47.6753 34.8228 28.086 threshold=0.083325000000000024 -0.17157499999999998 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022232386848739863 0.00012968533025280331 -0.0001791781891499779 5.3070978412154298e-06 leaf_weight=70.921238694339991 33.66753701493144 122.74497448094189 110.65835177898407 leaf_count=271 160 1560 448 internal_value=0 -0.000112651 9.01541e-05 internal_weight=0 156.413 181.58 internal_count=2439 1720 719 is_linear=0 shrinkage=0.000269335 Tree=909 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=48.6614 39.7609 30.108 threshold=0.088975000000000012 -0.018054999999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023599439026390079 0.000149218540258877 0.00014057356085971957 -0.00011298520574130027 leaf_weight=100.87889249064028 159.67726818472147 32.779405817389488 51.020886950194836 leaf_count=1409 734 110 237 internal_value=0 -0.000143602 8.56992e-05 internal_weight=0 133.658 210.698 internal_count=2490 1519 971 is_linear=0 shrinkage=0.000297367 Tree=910 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=46.0691 44.0611 36.8274 threshold=0.089790000000000023 0.086785000000000015 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001867393243685567 0.00011938606087368574 -0.00013589938647718476 7.1186899389416884e-05 leaf_weight=99.516480073332787 154.40630671754479 46.36912640184164 41.341188028454781 leaf_count=1384 695 227 190 internal_value=0 6.0385e-05 -0.000111043 internal_weight=0 200.775 140.858 internal_count=2496 922 1574 is_linear=0 shrinkage=0.000229875 Tree=911 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=28.093 35.4386 4.82027 threshold=0.12258000000000001 0.080930000000000016 -0.0023399999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002583702573756836 0.00084808882444039398 0.000553743208006922 0.00030515891795477755 leaf_weight=209.13365017622709 25.136311508715153 46.446042202413082 21.777616374194622 leaf_count=2038 158 200 79 internal_value=0 -0.000110608 0.000597385 internal_weight=0 255.58 46.9139 internal_count=2475 2238 237 is_linear=0 shrinkage=0.000841858 Tree=912 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=55.5957 41.2978 30.6486 threshold=0.10098000000000001 0.062320000000000007 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015521270707599308 0.00018964462615972931 0.00021359908308522311 -9.6744375185671438e-05 leaf_weight=166.04117289371789 113.13716113567352 26.479828745126724 37.476313158869743 leaf_count=1744 463 75 162 internal_value=0 -0.000104391 0.000118365 internal_weight=0 192.521 150.613 internal_count=2444 1819 625 is_linear=0 shrinkage=0.000274722 Tree=913 num_leaves=4 num_cat=0 split_feature=4 12 151 split_gain=47.9717 36.9695 9.25649 threshold=0.27626000000000001 0.083325000000000024 -0.084084999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3605055302613251e-05 -5.9940502641511555e-05 -0.00014680643660214122 0.00022622258451073698 leaf_weight=134.54109298810363 8.634652301669119 138.6709277946502 59.322260618209839 leaf_count=508 32 1681 249 internal_value=0 -5.30604e-05 0.000189824 internal_weight=0 273.212 67.9569 internal_count=2470 2189 281 is_linear=0 shrinkage=0.000258876 Tree=914 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=50.4152 32.8259 21.5767 threshold=0.054520000000000006 -0.17157499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020300577589419519 0.00011700258490058423 -0.00016659001166044349 1.4504102398237644e-05 leaf_weight=80.162964671850204 37.812112033367157 135.23182216659188 97.653773911297321 leaf_count=324 175 1650 331 internal_value=0 -0.000104586 9.95583e-05 internal_weight=0 173.044 177.817 internal_count=2480 1825 655 is_linear=0 shrinkage=0.000269335 Tree=915 num_leaves=4 num_cat=0 split_feature=160 52 3 split_gain=31.8707 32.3454 1.36025 threshold=-0.40446999999999994 -0.40306999999999998 -0.013714999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090258998542275064 -0.00087070577520412641 0.00012555544909452639 -0.0014384201763544 leaf_weight=12.145842038094999 21.158179622143507 269.12875068746507 4.3959884196519843 leaf_count=178 240 2034 23 internal_value=0 5.26331e-05 -0.0010537 internal_weight=0 290.287 16.5418 internal_count=2475 2274 201 is_linear=0 shrinkage=0.000777746 Tree=916 num_leaves=4 num_cat=0 split_feature=13 31 2 split_gain=31.2153 31.6129 2.39028 threshold=-0.18749999999999997 -1.0000000180025095e-35 0.10613000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010916927294240884 0.0010354933840983898 -0.0001812198447558841 0.00059611614088104484 leaf_weight=10.675180435180666 15.315430559217928 255.00397775322199 19.069627970457077 leaf_count=44 70 2217 98 internal_value=0 -0.000111885 0.000777402 internal_weight=0 270.319 29.7448 internal_count=2429 2287 142 is_linear=0 shrinkage=0.00082535 Tree=917 num_leaves=4 num_cat=0 split_feature=12 43 39 split_gain=39.2378 31.24 25.4038 threshold=0.079890000000000017 -0.048759999999999991 0.14059500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002282407309084742 -0.00012205026549613469 -2.6021855747586123e-06 0.00032532765319955395 leaf_weight=65.49897787719965 152.54595489241183 108.41547180712223 9.2882863283157331 leaf_count=237 1745 430 23 internal_value=0 8.44279e-05 -9.61664e-05 internal_weight=0 173.914 161.834 internal_count=2435 667 1768 is_linear=0 shrinkage=0.000264054 Tree=918 num_leaves=4 num_cat=0 split_feature=4 12 151 split_gain=51.6116 36.1862 6.02651 threshold=0.27190000000000009 0.083325000000000024 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4721587079283456e-05 9.3422186203122167e-06 -0.00014691217574342152 0.0002348255596145421 leaf_weight=135.6255282945931 9.6156612411141378 139.04379457607865 59.124824654310942 leaf_count=516 33 1671 249 internal_value=0 -5.23081e-05 0.000203351 internal_weight=0 274.669 68.7405 internal_count=2469 2187 282 is_linear=0 shrinkage=0.000264054 Tree=919 num_leaves=4 num_cat=0 split_feature=12 3 481 split_gain=61.9164 33.7658 25.4637 threshold=0.083325000000000024 0.10812000000000001 -0.0079799999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029654969985700276 -0.00017752538387100241 0.00039207333428942546 0.00011568660233102877 leaf_weight=11.975662451237438 143.27777165733278 8.2061005085706693 176.66673132404685 leaf_count=64 1690 20 681 internal_value=0 -0.000146403 8.9356e-05 internal_weight=0 151.484 188.642 internal_count=2455 1710 745 is_linear=0 shrinkage=0.000274722 Tree=920 num_leaves=4 num_cat=0 split_feature=1 52 454 split_gain=41.5979 37.146 26.0779 threshold=0.094695000000000015 -0.27957499999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011937273486560213 -0.0003175275995812776 0.0001490582325257269 0.00051710728971543474 leaf_weight=162.17672075331211 15.877353526651858 156.48988551273942 5.5530565232038489 leaf_count=1718 113 623 13 internal_value=0 0.000105901 -9.79698e-05 internal_weight=0 172.367 167.73 internal_count=2467 736 1731 is_linear=0 shrinkage=0.000291537 Tree=921 num_leaves=4 num_cat=0 split_feature=12 0 43 split_gain=49.8792 32.6569 24.2162 threshold=0.081095000000000014 -0.060094999999999989 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022130517880937761 -0.00017899761279021836 8.3217851558335077e-05 1.7435768891913309e-05 leaf_weight=65.653484724462032 121.00079388543963 45.503021124750376 106.32302509620786 leaf_count=238 1548 246 418 internal_value=0 -0.00010733 9.5358e-05 internal_weight=0 166.504 171.977 internal_count=2450 1794 656 is_linear=0 shrinkage=0.000264054 Tree=922 num_leaves=4 num_cat=0 split_feature=4 376 151 split_gain=44.8696 31.5419 9.11365 threshold=0.27190000000000009 0.048375000000000008 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.632343210790269e-05 -4.9293850135456915e-05 0.00019512769688978122 0.00021320504354453083 leaf_weight=244.89938483573496 9.4469193294644338 29.609294340014458 59.598492167890072 leaf_count=2107 33 98 252 internal_value=0 -4.69763e-05 0.000177268 internal_weight=0 274.509 69.0454 internal_count=2490 2205 285 is_linear=0 shrinkage=0.000248824 Tree=923 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=33.2685 27.2291 7.01788 threshold=0.12419000000000001 0.079890000000000017 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013668334493960007 0.00083321525133989616 -0.00047306753173340864 -0.00012865393729420552 leaf_weight=122.64862523600459 39.160437010228634 130.49392320588231 7.8326453119516364 leaf_count=473 200 1737 28 internal_value=0 -0.000177711 0.000672969 internal_weight=0 253.143 46.9931 internal_count=2438 2210 228 is_linear=0 shrinkage=0.000929479 Tree=924 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=28.4539 38.0166 13.7579 threshold=1.0000000180025095e-35 -0.10072999999999999 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037926225327549699 -0.00046261240696936554 -0.00033588182366616658 0.00078793195636949181 leaf_weight=73.885305490344763 7.3505365625023833 182.82368504442275 38.721427962183952 leaf_count=346 29 1918 181 internal_value=0 -0.000129975 0.000587776 internal_weight=0 256.709 46.072 internal_count=2474 2264 210 is_linear=0 shrinkage=0.000841858 Tree=925 num_leaves=4 num_cat=0 split_feature=1 31 50 split_gain=51.4063 26.3551 15.459 threshold=0.10491000000000002 -1.0000000180025095e-35 0.11875500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039774051984495788 0.00016572251218630206 -0.00011081508554596604 -0.00015376533735886051 leaf_weight=8.2183691859245283 115.84221755713224 204.94397580064833 13.163233399391173 leaf_count=20 485 1937 52 internal_value=0 -9.10095e-05 0.000133018 internal_weight=0 213.162 129.005 internal_count=2494 1957 537 is_linear=0 shrinkage=0.000280216 Tree=926 num_leaves=4 num_cat=0 split_feature=4 12 47 split_gain=47.5294 39.4695 10.1308 threshold=0.27772500000000006 0.040165000000000006 0.10589000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8729043922538424e-05 0.00023389226416961273 -0.00013091355154581854 -4.720467413641959e-05 leaf_weight=130.46851895749569 57.340317770838737 154.05617604590952 9.6057160794734937 leaf_count=454 235 1766 32 internal_value=0 -4.39642e-05 0.000193548 internal_weight=0 284.525 66.946 internal_count=2487 2220 267 is_linear=0 shrinkage=0.0002538 Tree=927 num_leaves=4 num_cat=0 split_feature=12 4 484 split_gain=46.5021 40.3003 20.5894 threshold=0.079890000000000017 0.18599000000000002 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017881071759751855 -0.0001446888240012656 0.00013599776734617695 9.9552526584915671e-05 leaf_weight=14.625180073082445 133.28710808977485 32.169973783195019 161.31959865242243 leaf_count=72 1670 121 595 internal_value=0 -9.00596e-05 7.63149e-05 internal_weight=0 165.457 175.945 internal_count=2458 1791 667 is_linear=0 shrinkage=0.000225367 Tree=928 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=51.3235 36.2639 27.2557 threshold=0.081095000000000014 0.30163500000000004 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023914036590995169 -0.00016680520262049304 0.00021593108714827529 1.3968699087228154e-05 leaf_weight=67.127228356897831 147.96163845807314 22.277615539729595 113.43448510020971 leaf_count=240 1709 64 437 internal_value=0 -0.000116611 9.77768e-05 internal_weight=0 170.239 180.562 internal_count=2450 1773 677 is_linear=0 shrinkage=0.000280216 Tree=929 num_leaves=4 num_cat=0 split_feature=1 40 0 split_gain=45.5197 34.7476 28.519 threshold=0.077765000000000015 -0.012109999999999998 0.045760000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023597124463153703 0.00024638399021616127 2.1246680767040881e-06 0.00012864783345362146 leaf_weight=79.044184474274516 57.073946416378021 189.98696232959628 20.275145642459393 leaf_count=1248 226 960 62 internal_value=0 5.86375e-05 -0.000161476 internal_weight=0 247.061 99.3193 internal_count=2496 1186 1310 is_linear=0 shrinkage=0.000274722 Tree=930 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=45.9137 40.4148 30.2254 threshold=0.088975000000000012 -0.060094999999999989 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020057758938533298 -0.00027608344926955178 9.3034231223147363e-05 0.00010347261326273895 leaf_weight=98.48968699015677 14.431425102055071 43.450431726872921 191.85915597528219 leaf_count=1348 110 188 829 internal_value=0 -0.000110695 7.67847e-05 internal_weight=0 141.94 206.291 internal_count=2475 1536 939 is_linear=0 shrinkage=0.0002538 Tree=931 num_leaves=4 num_cat=0 split_feature=15 472 40 split_gain=37.3859 24.2331 14.0218 threshold=0.084050000000000014 -1.0000000180025095e-35 -0.082829999999999973 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00085893447190763298 0.00069782060150404756 0.00011967661250072883 -0.00066555962376681015 leaf_weight=11.55685938708484 3.5055003762245169 250.84002486243844 43.939200818538666 leaf_count=122 10 1516 826 internal_value=0 7.62272e-05 -0.000563419 internal_weight=0 262.397 47.4447 internal_count=2474 1638 836 is_linear=0 shrinkage=0.000663799 Tree=932 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=45.589 44.2059 30.2781 threshold=0.088975000000000012 -0.10072999999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001495886634424533 -0.00035054020819759321 -0.00022717065048444458 0.00011796675748276687 leaf_weight=35.89643806964159 12.369571965187786 99.984600177034736 194.23313821107149 leaf_count=173 98 1349 838 internal_value=0 -0.000127599 8.9742e-05 internal_weight=0 135.881 206.603 internal_count=2458 1522 936 is_linear=0 shrinkage=0.000291537 Tree=933 num_leaves=4 num_cat=0 split_feature=3 123 2 split_gain=30.9869 29.2987 1.66228 threshold=0.14615000000000003 1.0000000180025095e-35 0.11745000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002192993192435883 0.0011193284436869096 0.00059769522972653757 0.00066197636143833314 leaf_weight=231.14937963336706 15.161986730992796 43.158926911652088 12.955996774137018 leaf_count=2098 62 199 75 internal_value=0 -9.05642e-05 0.000912055 internal_weight=0 274.308 28.118 internal_count=2434 2297 137 is_linear=0 shrinkage=0.000911254 Tree=934 num_leaves=4 num_cat=0 split_feature=4 31 151 split_gain=30.1798 27.4393 12.5085 threshold=0.27190000000000009 -1.0000000180025095e-35 -0.083969999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011603454739599337 -0.00055689538420218999 -0.00024643563554427788 0.00067886633937826429 leaf_weight=11.499066501855848 7.3807248175144187 236.56167547218502 52.441579170525074 leaf_count=40 31 2171 256 internal_value=0 -0.000180729 0.000525646 internal_weight=0 248.061 59.8223 internal_count=2498 2211 287 is_linear=0 shrinkage=0.000893386 Tree=935 num_leaves=4 num_cat=0 split_feature=12 3 47 split_gain=27.8025 25.7644 18.93 threshold=0.081095000000000014 0.10812000000000001 0.078875000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047691640221936998 -0.00041003818350474248 0.001331462840345286 -0.00038079156416451204 leaf_weight=128.68491845205426 137.62372132577002 9.0635470524430257 32.559353783726692 leaf_count=546 1755 23 127 internal_value=0 -0.0003015 0.000303579 internal_weight=0 146.687 161.244 internal_count=2451 1778 673 is_linear=0 shrinkage=0.0010061 Tree=936 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=33.2419 33.9068 26.5828 threshold=0.089790000000000023 -0.10072999999999999 -0.035849999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031471106157037013 -0.00035416804843827686 -0.00057751069150487901 0.00033663169696340983 leaf_weight=33.874033411964774 42.186053052544594 91.363621152937412 138.24071829020977 leaf_count=176 305 1398 608 internal_value=0 -0.000336119 0.000174995 internal_weight=0 125.238 180.427 internal_count=2487 1574 913 is_linear=0 shrinkage=0.000762496 Tree=937 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=28.9696 40.5977 28.31 threshold=0.089790000000000023 -0.060094999999999989 0.082095000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061143624955588836 0.00042731925212554901 0.00040762410188032399 -0.00031204415349234382 leaf_weight=82.788562282919884 135.3742041029036 39.140467640012503 47.605839639902115 leaf_count=1350 680 181 232 internal_value=0 -0.000284234 0.000234886 internal_weight=0 121.929 182.98 internal_count=2443 1531 912 is_linear=0 shrinkage=0.00082535 Tree=938 num_leaves=4 num_cat=0 split_feature=52 52 16 split_gain=30.8421 30.748 2.97161 threshold=0.18897000000000003 -0.29521499999999995 -0.47188499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00085587330669554304 -0.0002556029973651428 0.00018778122733618743 -0.0010746305126964279 leaf_weight=24.64054680429399 4.3508664518594768 251.04843364655972 20.901017474010587 leaf_count=264 25 1921 238 internal_value=0 9.41918e-05 -0.000935264 internal_weight=0 275.689 25.2519 internal_count=2448 2185 263 is_linear=0 shrinkage=0.000893386 Tree=939 num_leaves=4 num_cat=0 split_feature=4 3 151 split_gain=42.3691 40.6275 13.0222 threshold=0.28064000000000006 -0.048654999999999997 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014390432226318026 -0.00010372949229107179 5.6543914464556058e-05 0.0002244208671492594 leaf_weight=146.71272701025009 9.3634457662701589 125.75964673981071 57.517554454505444 leaf_count=1732 34 472 241 internal_value=0 -5.14022e-05 0.000178383 internal_weight=0 272.472 66.881 internal_count=2479 2204 275 is_linear=0 shrinkage=0.000258876 Tree=940 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=29.2928 27.496 26.639 threshold=0.035895000000000003 -0.0068949999999999992 0.11156000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007966733121885901 -0.00090746381835835651 0.00022361581644679188 0.00064844918148002811 leaf_weight=24.219089014455676 45.967791747301817 222.61131846532226 11.311418958008288 leaf_count=293 889 1253 39 internal_value=0 0.000123189 -0.000599539 internal_weight=0 246.83 57.2792 internal_count=2474 1546 928 is_linear=0 shrinkage=0.000911254 Tree=941 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=33.8049 29.2151 17.7849 threshold=0.077615000000000003 -0.24526499999999998 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064614795434441189 -0.00072221326441779146 0.00020945965739830536 0.0007832920594276516 leaf_weight=25.701913373544812 44.054840471595526 229.46625654958189 4.9953638687729827 leaf_count=275 875 1286 21 internal_value=0 0.000123033 -0.000567455 internal_weight=0 255.168 49.0502 internal_count=2457 1561 896 is_linear=0 shrinkage=0.000762496 Tree=942 num_leaves=4 num_cat=0 split_feature=4 376 49 split_gain=43.7104 38.0456 10.7603 threshold=0.28064000000000006 0.048375000000000008 0.11115500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7202400561932307e-05 0.00021140235334369056 0.00019639905346685555 -8.0557033055942554e-05 leaf_weight=249.40169455111027 55.591128788888454 32.795908778905869 8.2360401004552823 leaf_count=2142 240 107 32 internal_value=0 -4.53402e-05 0.000173654 internal_weight=0 282.198 63.8272 internal_count=2521 2249 272 is_linear=0 shrinkage=0.000239162 Tree=943 num_leaves=4 num_cat=0 split_feature=12 0 16 split_gain=47.9575 32.2739 20.6316 threshold=0.081095000000000014 -0.060094999999999989 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011619038724106004 -0.00015726793047715875 7.788761881364042e-05 -0.00010407627789722468 leaf_weight=155.04910143464804 116.47295416891575 44.19196292757988 27.436129570007324 leaf_count=570 1515 234 116 internal_value=0 -9.25776e-05 8.30304e-05 internal_weight=0 160.665 182.485 internal_count=2435 1749 686 is_linear=0 shrinkage=0.000234472 Tree=944 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=44.3192 33.755 9.84252 threshold=0.27626000000000001 0.048375000000000008 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011361485686957311 0.00019271921251002368 0.00017539763597135041 -9.5564673579698862e-05 leaf_weight=256.25112799182534 50.632447570562363 27.626064099371433 8.5009916722774488 leaf_count=2106 250 98 31 internal_value=0 -8.5431e-05 0.000151173 internal_weight=0 283.877 59.1334 internal_count=2485 2204 281 is_linear=0 shrinkage=0.000248824 Tree=945 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=29.0518 32.7052 30.2125 threshold=0.077765000000000015 -0.055219999999999998 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00069254939413340504 0.0005982556359538806 0.0002948689201042738 -3.2793091724837479e-05 leaf_weight=57.631039438769221 53.92523118853569 26.112740319222212 165.69401017203927 leaf_count=1141 260 135 928 internal_value=0 -0.000384673 0.00012238 internal_weight=0 83.7438 219.619 internal_count=2464 1276 1188 is_linear=0 shrinkage=0.000732888 Tree=946 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=52.4175 25.8418 23.092 threshold=0.10098000000000001 -0.42985499999999993 0.11439500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016816511844098799 -0.00033894629346252155 0.00010855027483495405 0.00026386615289315319 leaf_weight=199.41867738962173 10.476035889238117 121.85851297900081 9.6980677098035795 leaf_count=1827 74 531 23 internal_value=0 7.28684e-05 -0.000147999 internal_weight=0 132.335 209.117 internal_count=2455 605 1850 is_linear=0 shrinkage=0.000274722 Tree=947 num_leaves=4 num_cat=0 split_feature=12 43 16 split_gain=45.6617 30.6129 27.1068 threshold=0.040165000000000006 -0.048759999999999991 -0.17157499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025778867202256922 0.0001133254211300457 1.3584216852394247e-05 -0.00015891673039337143 leaf_weight=64.108268484473228 36.528707403689623 108.28460507839918 133.02659264020622 leaf_count=233 174 418 1666 internal_value=0 0.000104506 -0.000100229 internal_weight=0 172.393 169.555 internal_count=2491 651 1840 is_linear=0 shrinkage=0.000280216 Tree=948 num_leaves=4 num_cat=0 split_feature=15 159 4 split_gain=38.5817 34.4453 19.1095 threshold=0.048235000000000007 -0.032739999999999991 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068077584547817098 -0.00065512338221059235 0.00017324089961180602 0.00072569864358198479 leaf_weight=22.771676702424884 47.806042481213808 229.69956185109913 4.772396031767129 leaf_count=215 888 1344 20 internal_value=0 9.59451e-05 -0.000528514 internal_weight=0 252.471 52.5784 internal_count=2467 1559 908 is_linear=0 shrinkage=0.000663799 Tree=949 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=44.0753 30.4061 28.564 threshold=0.040165000000000006 -0.18708499999999997 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025460420515696918 0.00012942261902736151 -0.00018871036754839827 1.2008768400041895e-06 leaf_weight=65.141569927334785 34.869630210101604 131.95349147170782 109.76636005565524 leaf_count=238 156 1634 430 internal_value=0 -0.000122172 9.56793e-05 internal_weight=0 166.823 174.908 internal_count=2458 1790 668 is_linear=0 shrinkage=0.000303315 Tree=950 num_leaves=4 num_cat=0 split_feature=40 3 1 split_gain=29.0639 29.8759 6.70886 threshold=-0.074429999999999982 -0.10072999999999999 0.092655000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.1089150118208397e-05 0.00036315956164745879 -0.00028303838496525677 0.00084329387511013231 leaf_weight=9.0819417946040613 73.571682410314679 185.66227240115404 33.392229542136192 leaf_count=30 348 1918 158 internal_value=0 -9.95671e-05 0.000665847 internal_weight=0 259.234 42.4742 internal_count=2454 2266 188 is_linear=0 shrinkage=0.000858695 Tree=951 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=28.1521 31.4585 12.8458 threshold=0.048350000000000011 0.12337000000000002 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026409159401229756 -0.00015533998255518101 0.00058528125190356083 0.00088955759461226082 leaf_weight=205.84318765066564 13.050624802708624 43.824209995567799 38.40094180777669 leaf_count=2008 90 220 143 internal_value=0 -0.000114805 0.000624759 internal_weight=0 249.667 51.4516 internal_count=2461 2228 233 is_linear=0 shrinkage=0.000911254 Tree=952 num_leaves=4 num_cat=0 split_feature=123 13 42 split_gain=25.6687 32.4222 13.5027 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.055344999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047804242945271647 -0.00044956365870523455 -0.0002190746573427199 0.0006824853818532383 leaf_weight=42.91310210339725 6.6149466708302489 214.40552427247167 36.45952070504427 leaf_count=206 27 2067 179 internal_value=0 -0.000102659 0.000507922 internal_weight=0 257.319 43.0745 internal_count=2479 2273 206 is_linear=0 shrinkage=0.000732888 Tree=953 num_leaves=4 num_cat=0 split_feature=12 43 16 split_gain=45.3684 33.5068 33.3458 threshold=0.040165000000000006 -0.042884999999999993 -0.17157499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027339350914063257 0.00014374454532284763 1.4191799175020828e-05 -0.00015858037196852718 leaf_weight=62.476546920835972 36.315968476235867 104.65009146928787 134.24301438592374 leaf_count=232 168 415 1668 internal_value=0 0.000111207 -9.41563e-05 internal_weight=0 167.127 170.559 internal_count=2483 647 1836 is_linear=0 shrinkage=0.000280216 Tree=954 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=50.9407 28.7223 27.0521 threshold=0.081095000000000014 0.12796000000000002 -0.031559999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002244169881221615 -0.00015563399637139462 0.00024175401240963577 9.2101868476541193e-06 leaf_weight=63.617839969694614 141.97985956445336 13.824715189635752 112.85731403157115 leaf_count=243 1725 49 445 internal_value=0 -0.000120225 8.68836e-05 internal_weight=0 155.805 176.475 internal_count=2462 1774 688 is_linear=0 shrinkage=0.000264054 Tree=955 num_leaves=4 num_cat=0 split_feature=15 160 13 split_gain=33.6685 27.4129 17.2542 threshold=0.077615000000000003 -0.25833999999999996 0.14530000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00099458138941700951 -0.00072202268153444152 0.00015569033569987425 0.00044975730114229546 leaf_weight=11.075830744579433 41.905642220750451 243.79061675071716 7.5934965126216403 leaf_count=115 843 1454 63 internal_value=0 0.000105288 -0.000541654 internal_weight=0 254.866 49.4991 internal_count=2475 1569 906 is_linear=0 shrinkage=0.000718517 Tree=956 num_leaves=4 num_cat=0 split_feature=4 376 0 split_gain=43.8388 32.2438 7.58456 threshold=0.27190000000000009 0.048375000000000008 -0.22491999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010895321245019432 -3.2582491764213349e-05 0.00022712905298353134 0.00024280094274942022 leaf_weight=234.66578200273216 10.501905143260954 28.178726762533188 55.084202375262976 leaf_count=2105 34 93 248 internal_value=0 -7.28415e-05 0.000198725 internal_weight=0 262.845 65.5861 internal_count=2480 2198 282 is_linear=0 shrinkage=0.000297367 Tree=957 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=37.3774 42.7702 24.8287 threshold=0.094695000000000015 -0.060094999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017399209733631125 0.00023591794683358345 0.00013113817351141101 1.6960453033373348e-05 leaf_weight=120.38333179801702 56.355171576142311 45.969528943300247 112.30575164034963 leaf_count=1527 259 203 489 internal_value=0 -8.96417e-05 9.02293e-05 internal_weight=0 166.353 168.661 internal_count=2478 1730 748 is_linear=0 shrinkage=0.000269335 Tree=958 num_leaves=4 num_cat=0 split_feature=4 0 49 split_gain=37.0657 31.2125 7.03287 threshold=0.27626000000000001 -0.11437499999999999 0.094245000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012250076251897119 0.00024479366923708734 -8.7841356641033384e-05 -6.9875159319710164e-06 leaf_weight=76.317334610968828 54.737407185137272 201.18389932252467 10.348491281270979 leaf_count=291 229 1889 38 internal_value=0 -2.99678e-05 0.000204818 internal_weight=0 277.501 65.0859 internal_count=2447 2180 267 is_linear=0 shrinkage=0.000280216 Tree=959 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=50.3831 31.9885 24.1753 threshold=0.079890000000000017 0.30163500000000004 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022666894638710881 -0.00015054872680270368 0.00018960207688302843 2.369054998086516e-05 leaf_weight=64.915253452956676 142.12705686874688 22.201067917048931 110.40614689141512 leaf_count=244 1704 67 429 internal_value=0 -0.000104496 9.89429e-05 internal_weight=0 164.328 175.321 internal_count=2444 1771 673 is_linear=0 shrinkage=0.000264054 Tree=960 num_leaves=4 num_cat=0 split_feature=1456 42 12 split_gain=27.8115 24.1809 0.314083 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010857624900201849 -0.00039311628686669007 0.00013924295460774358 -0.00082690714072539942 leaf_weight=5.8016851060092476 57.150208143517375 229.42255820892751 11.540189184248446 leaf_count=36 668 1572 199 internal_value=0 3.29643e-05 -0.000919916 internal_weight=0 286.573 17.3419 internal_count=2475 2240 235 is_linear=0 shrinkage=0.000732888 Tree=961 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=25.991 41.248 28.3328 threshold=0.089790000000000023 -0.12077499999999998 0.082095000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005614288854390309 0.00037917073942862588 -0.00055206322080892311 -0.00035601692986842696 leaf_weight=28.200997177511454 131.83005335554481 94.472989372909069 46.290114242583513 leaf_count=118 674 1417 226 internal_value=0 -0.000295809 0.000188006 internal_weight=0 122.674 178.12 internal_count=2435 1535 900 is_linear=0 shrinkage=0.000809167 Tree=962 num_leaves=4 num_cat=0 split_feature=52 0 3 split_gain=31.4029 32.8581 2.39256 threshold=-0.29521499999999995 -0.060129999999999996 -0.24210499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011712329718423041 -0.00010502939585858544 0.00043006453622781283 -0.00084727417444717098 leaf_weight=2.4146213605999973 199.34183797799051 75.323734201490879 21.881141817197204 leaf_count=14 1880 316 257 internal_value=0 4.18291e-05 -0.000775579 internal_weight=0 274.666 24.2958 internal_count=2467 2196 271 is_linear=0 shrinkage=0.000690616 Tree=963 num_leaves=4 num_cat=0 split_feature=1 454 484 split_gain=51.2555 27.6777 19.6093 threshold=0.10508500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010365046995450768 -0.00016598090183364027 0.0003795377469852356 0.00016731536971739959 leaf_weight=202.73841498605907 14.286909721791742 8.8720565214753133 117.01000791788101 leaf_count=1903 63 23 481 internal_value=0 -8.32021e-05 0.000130938 internal_weight=0 211.61 131.297 internal_count=2470 1926 544 is_linear=0 shrinkage=0.000269335 Tree=964 num_leaves=4 num_cat=0 split_feature=15 10 14 split_gain=29.3168 27.582 2.66458 threshold=-0.30407999999999996 -0.0026549999999999994 -0.45687499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023178579732434335 0.00051922454852738713 -0.00014314611373922916 0.00059537170353898459 leaf_weight=10.032817311584948 23.91555517911911 240.2480670325458 24.776712842285633 leaf_count=50 96 2161 138 internal_value=0 -8.29851e-05 0.000491658 internal_weight=0 264.164 34.8095 internal_count=2445 2257 188 is_linear=0 shrinkage=0.000589434 Tree=965 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=27.7206 28.0106 4.97624 threshold=0.27190000000000009 0.048350000000000011 -0.24122499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023890911149334175 -9.7640404981062052e-05 0.0004821818161300033 0.0006319922659090417 leaf_weight=203.5967795625329 7.3036615252494803 44.650789573788643 48.140363618731499 leaf_count=1971 26 204 247 internal_value=0 -0.000109052 0.000535874 internal_weight=0 248.248 55.444 internal_count=2448 2175 273 is_linear=0 shrinkage=0.00082535 Tree=966 num_leaves=4 num_cat=0 split_feature=3 50 12 split_gain=26.4956 33.7217 0.699936 threshold=0.18307500000000002 0.083640000000000006 -0.051479999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8934472818247583e-05 0.00059685548907774974 -0.00068358579143651865 0.0009022781272986605 leaf_weight=238.70664317347109 7.2597407326102283 39.200967079028487 13.596379682421682 leaf_count=1881 48 451 63 internal_value=0 -5.46267e-05 0.000799719 internal_weight=0 277.908 20.8561 internal_count=2443 2332 111 is_linear=0 shrinkage=0.000732888 Tree=967 num_leaves=4 num_cat=0 split_feature=4 13 151 split_gain=30.754 29.1148 8.43307 threshold=0.28064000000000006 -0.18749999999999997 -0.084084999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067590583567944153 -0.00027385643965245599 -0.00021063755625588828 0.00063500578336449199 leaf_weight=23.750610321760178 6.7528712041676036 221.13058082386851 45.798515751957893 leaf_count=93 27 2110 236 internal_value=0 -0.000124384 0.000517883 internal_weight=0 244.881 52.5514 internal_count=2466 2203 263 is_linear=0 shrinkage=0.000762496 Tree=968 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=44.7458 27.812 27.709 threshold=0.10044000000000002 -0.42985499999999993 -0.13314999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.0778724907085521e-05 -0.00030757981943420202 0.00013208341976184753 -0.00014622098430416982 leaf_weight=42.96624443680048 10.279986154288052 134.67467781156301 142.36221056804061 leaf_count=170 83 535 1681 internal_value=0 0.00010069 -9.12537e-05 internal_weight=0 144.955 185.328 internal_count=2469 618 1851 is_linear=0 shrinkage=0.000258876 Tree=969 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=53.7567 36.4787 23.0834 threshold=0.083325000000000024 0.13052500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021039274461449157 -0.00016290805107687127 0.00029058088277884555 1.793396731391424e-05 leaf_weight=68.684956293553114 138.66867574118078 13.475649066269396 118.01053490489721 leaf_count=276 1695 44 475 internal_value=0 -0.000122558 8.88229e-05 internal_weight=0 152.144 186.695 internal_count=2490 1739 751 is_linear=0 shrinkage=0.000264054 Tree=970 num_leaves=4 num_cat=0 split_feature=1 376 52 split_gain=56.4052 26.3956 20.2772 threshold=0.10384000000000002 0.049360000000000008 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012155137844267604 -0.0002393715941182174 0.00020422532763630585 0.0001517655745057399 leaf_weight=179.61624085903168 9.4477320834994298 18.270215049386024 127.57953402400017 leaf_count=1838 67 50 503 internal_value=0 -9.1375e-05 0.000124624 internal_weight=0 197.886 137.027 internal_count=2458 1888 570 is_linear=0 shrinkage=0.000258876 Tree=971 num_leaves=4 num_cat=0 split_feature=376 4 133 split_gain=26.2897 24.0145 2.83739 threshold=0.048375000000000008 0.30163500000000004 0.085090000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018942609348747647 0.00034727914348330708 0.00041640961555703245 0.00085652082807096287 leaf_weight=221.61395643651485 10.267535753548147 48.066868871450424 19.773489579558372 leaf_count=2121 39 226 89 internal_value=0 -8.13163e-05 0.000684406 internal_weight=0 269.681 30.041 internal_count=2475 2347 128 is_linear=0 shrinkage=0.000777746 Tree=972 num_leaves=4 num_cat=0 split_feature=12 132 0 split_gain=31.4149 26.5338 25.0527 threshold=0.083325000000000024 0.081465000000000024 -0.060094999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010736507586867503 -0.00050674989557713992 0.0010504743851104878 0.00026030784722292635 leaf_weight=142.31203369423747 97.504042524844408 22.534158237278461 38.942784376442432 leaf_count=645 1525 79 232 internal_value=0 0.000236912 -0.000287793 internal_weight=0 164.846 136.447 internal_count=2481 724 1757 is_linear=0 shrinkage=0.000809167 Tree=973 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=30.7177 28.8983 27.5788 threshold=0.077765000000000015 -0.048199999999999993 -0.059114999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00079750039333805389 -0.00039628453777169908 0.00028834727663371533 0.00020845623319670542 leaf_weight=55.958315320312977 54.804441854357719 152.3026404492557 26.115946270525455 leaf_count=1146 429 715 139 internal_value=0 0.000107065 -0.000477558 internal_weight=0 207.107 82.0743 internal_count=2429 1144 1285 is_linear=0 shrinkage=0.000809167 Tree=974 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=43.7208 29.504 9.96947 threshold=0.28064000000000006 -0.18749999999999997 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001939988990469957 0.00020808895594695123 -0.00012647468877691735 -0.00010830285843503446 leaf_weight=22.588901914656162 47.545312687754631 255.64743706770241 8.4432362318038923 leaf_count=89 247 2123 32 internal_value=0 -0.000100389 0.000160255 internal_weight=0 278.236 55.9885 internal_count=2491 2212 279 is_linear=0 shrinkage=0.000269335 Tree=975 num_leaves=4 num_cat=0 split_feature=1 457 16 split_gain=27.8965 28.3883 6.07981 threshold=0.11790000000000002 0.069910000000000014 -0.063814999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024960797628442906 0.00067082270216809663 0.00042028127777440379 0.00017773057235643018 leaf_weight=196.36002953350544 31.632802657783031 43.002223178744316 25.152076199650764 leaf_count=1968 171 186 118 internal_value=0 -0.00012912 0.000453194 internal_weight=0 239.362 56.7849 internal_count=2443 2154 289 is_linear=0 shrinkage=0.000747545 Tree=976 num_leaves=4 num_cat=0 split_feature=12 49 52 split_gain=49.2144 33.5887 18.3733 threshold=0.040165000000000006 -0.046739999999999997 0.19255000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013973733443571097 0.00014771695377658066 -0.00016639676537603317 -0.00025778968276967627 leaf_weight=158.71770185232162 34.920498877763748 135.06467463634908 10.001123428344725 leaf_count=607 150 1671 46 internal_value=0 -0.000101813 0.000116018 internal_weight=0 169.985 168.719 internal_count=2474 1821 653 is_linear=0 shrinkage=0.00028582 Tree=977 num_leaves=4 num_cat=0 split_feature=13 12 2 split_gain=27.5617 28.8553 2.74923 threshold=-0.23438999999999996 0.083325000000000024 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010890448869262585 0.00013985278853845365 -0.00039203878959327557 0.00054680376120812898 leaf_weight=9.6571049764752406 143.26056155189872 124.91372569464147 17.870653383433819 leaf_count=38 617 1736 97 internal_value=0 -0.000107959 0.00074067 internal_weight=0 268.174 27.5278 internal_count=2488 2353 135 is_linear=0 shrinkage=0.000809167 Tree=978 num_leaves=4 num_cat=0 split_feature=52 52 48 split_gain=26.8996 37.1432 3.82204 threshold=-0.29521499999999995 -0.046989999999999997 0.10031000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00079787864918548133 0.00035312857666723488 -0.00015699845445878952 -6.0432800237503731e-05 leaf_weight=21.100473836064342 91.212448719888926 178.69456715509295 3.4847198948264113 leaf_count=254 477 1716 23 internal_value=0 1.5469e-05 -0.000694101 internal_weight=0 269.907 24.5852 internal_count=2470 2193 277 is_linear=0 shrinkage=0.000650783 Tree=979 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=26.3707 26.3897 6.88893 threshold=0.12337000000000002 0.081245000000000026 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025479652802815392 0.00079533031728666007 0.00039058924503970906 -1.7279732807262735e-05 leaf_weight=192.56286675855517 34.801679089665413 61.562180645763874 9.8602376133203489 leaf_count=1959 199 295 35 internal_value=0 -9.83477e-05 0.000616332 internal_weight=0 254.125 44.6619 internal_count=2488 2254 234 is_linear=0 shrinkage=0.000858695 Tree=980 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=51.3242 30.8541 17.6207 threshold=0.10491000000000002 -0.097754999999999995 0.09585500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0592232275779453e-05 0.00015369202231009261 -0.0001473657676493152 -4.8069282872010995e-05 leaf_weight=53.345870630815625 90.035941906273365 147.50268176011741 32.272016420960426 leaf_count=267 393 1667 131 internal_value=0 -9.21286e-05 0.00010046 internal_weight=0 200.849 122.308 internal_count=2458 1934 524 is_linear=0 shrinkage=0.000234472 Tree=981 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=25.6019 47.0692 32.7517 threshold=-0.10072999999999999 -0.057699999999999994 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00085111615996150787 -0.00066715206367654403 0.00014755599184507618 -0.00031935713877278817 leaf_weight=47.595643442124128 77.058414367958903 144.03165291622281 26.199139710515738 leaf_count=205 1452 668 139 internal_value=0 -0.000136595 0.000435712 internal_weight=0 221.09 73.7948 internal_count=2464 2120 344 is_linear=0 shrinkage=0.000841858 Tree=982 num_leaves=4 num_cat=0 split_feature=484 130 150 split_gain=27.3596 24.9897 10.581 threshold=-0.0068949999999999992 1.0000000180025095e-35 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090647509194181333 0.00015809021008335021 -0.00086590095187874321 0.00059124529156113559 leaf_weight=27.171040603891019 245.32462635263801 17.273718079552054 3.5644165575504294 leaf_count=374 1783 295 14 internal_value=0 9.03917e-05 -0.000731268 internal_weight=0 262.598 30.7355 internal_count=2466 2078 388 is_linear=0 shrinkage=0.00082535 Tree=983 num_leaves=4 num_cat=0 split_feature=1 454 52 split_gain=38.5086 27.2708 20.082 threshold=0.10384000000000002 1.0000000180025095e-35 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6888768097202932e-05 -0.00024505661629130668 0.00036573214630041093 0.00013618922367635694 leaf_weight=188.95757723599672 9.9474686384201032 8.8347805067896825 117.69858563691378 leaf_count=1885 72 21 478 internal_value=0 -7.60297e-05 0.00010629 internal_weight=0 197.792 127.646 internal_count=2456 1906 550 is_linear=0 shrinkage=0.000258876 Tree=984 num_leaves=4 num_cat=0 split_feature=484 52 40 split_gain=26.9395 24.4781 6.87028 threshold=-1.0000000180025095e-35 -0.40306999999999998 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027293809499036781 -0.00098779880427460288 0.00011994737450378856 -0.0011108157176564163 leaf_weight=3.9508185088634518 21.039082366973162 235.37761629745364 27.52160606905818 leaf_count=16 229 1848 399 internal_value=0 2.86649e-05 -0.000936758 internal_weight=0 256.417 31.4724 internal_count=2492 2077 415 is_linear=0 shrinkage=0.00098637 Tree=985 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=27.2981 27.2955 6.0249 threshold=-1.0000000180025095e-35 -0.40306999999999998 0.11318500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045269162680434114 -0.00081094926963852043 0.00014560559443408828 -0.0011726347154287938 leaf_weight=21.467988288030028 21.221835961565375 231.22589105367661 11.908392870798705 leaf_count=300 243 1771 108 internal_value=0 6.48696e-05 -0.000712623 internal_weight=0 252.448 33.3764 internal_count=2422 2014 408 is_linear=0 shrinkage=0.000809167 Tree=986 num_leaves=4 num_cat=0 split_feature=4 376 0 split_gain=36.051 27.8794 10.4704 threshold=0.27626000000000001 0.048375000000000008 -0.22491999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4769811448619102e-05 -5.4717084151640258e-05 0.00018868503788683539 0.00022642578103822898 leaf_weight=230.38420557789505 10.348096393048761 29.037242643535137 47.521448187530041 leaf_count=2068 38 99 214 internal_value=0 -4.52124e-05 0.000176144 internal_weight=0 259.421 57.8695 internal_count=2419 2167 252 is_linear=0 shrinkage=0.0002538 Tree=987 num_leaves=4 num_cat=0 split_feature=52 0 48 split_gain=24.8386 33.7155 3.74967 threshold=-0.40306999999999998 -0.061889999999999994 0.097690000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00088009169817114107 -8.8911974631866291e-05 0.00048623829177482663 -3.9564193395299222e-05 leaf_weight=18.449594996869568 196.28251132555306 80.113333312794566 3.5429182406514874 leaf_count=231 1887 348 25 internal_value=0 7.79247e-05 -0.000745572 internal_weight=0 276.396 21.9925 internal_count=2491 2235 256 is_linear=0 shrinkage=0.000747545 Tree=988 num_leaves=4 num_cat=0 split_feature=4 12 151 split_gain=25.4838 26.1253 8.48358 threshold=0.27626000000000001 0.083325000000000024 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013483676917251371 -0.00024816560104262166 -0.00038395099719845124 0.00062385669197020347 leaf_weight=131.8958163689822 8.2033548727631551 113.61206274013966 46.510156113654375 leaf_count=540 32 1690 236 internal_value=0 -0.000105305 0.000492872 internal_weight=0 245.508 54.7135 internal_count=2498 2230 268 is_linear=0 shrinkage=0.000793301 Tree=989 num_leaves=4 num_cat=0 split_feature=1 376 2 split_gain=29.0246 27.8379 4.37877 threshold=0.12337000000000002 0.048375000000000008 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022942258900536728 0.00032480506937753687 0.00064630431041367393 0.00081010526458322402 leaf_weight=214.3343048831448 26.718383431434631 24.353299632668495 19.651314333081245 leaf_count=2097 142 94 96 internal_value=0 -0.000139811 0.00053193 internal_weight=0 238.688 46.3697 internal_count=2429 2191 238 is_linear=0 shrinkage=0.000777746 Tree=990 num_leaves=4 num_cat=0 split_feature=1 52 484 split_gain=53.2514 25.6574 25.1127 threshold=0.092415000000000011 -0.51498499999999992 0.076210000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018387202900485743 -0.00030406282929718671 0.0001102278340813521 7.7765476563597733e-05 leaf_weight=112.0595185123384 10.550461921840904 166.98831044510007 31.417592663317919 leaf_count=1438 89 722 224 internal_value=0 8.5432e-05 -0.000126565 internal_weight=0 177.539 143.477 internal_count=2473 811 1662 is_linear=0 shrinkage=0.000258876 Tree=991 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=34.8412 28.879 24.7191 threshold=0.10491000000000002 -0.10072999999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7130933824861893e-05 0.00017123807638033358 -0.00011911870498934172 -8.1310676271383354e-05 leaf_weight=51.031830284744501 89.41281496733427 151.52242917567492 32.704890735447407 leaf_count=253 394 1663 144 internal_value=0 -6.46129e-05 0.000103589 internal_weight=0 202.554 122.118 internal_count=2454 1916 538 is_linear=0 shrinkage=0.000248824 Tree=992 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=35.9285 28.5363 10.4579 threshold=0.27626000000000001 -0.18749999999999997 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024800368458599369 0.00023569121138712976 -8.0379656146239973e-05 -9.4294613779293858e-05 leaf_weight=23.671055980026722 54.678310066461563 237.72594276815653 9.0949309319257718 leaf_count=82 249 2095 31 internal_value=0 -5.05491e-05 0.000188548 internal_weight=0 261.397 63.7732 internal_count=2457 2177 280 is_linear=0 shrinkage=0.00028582 Tree=993 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=25.3501 25.5743 17.3122 threshold=0.10439500000000002 -0.10072999999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034479512257828699 0.00051986834686296992 -0.00034235994372530453 -0.00017549739139566866 leaf_weight=47.849559180438519 81.867322489619255 136.06099679879844 32.765235189348459 leaf_count=250 406 1670 151 internal_value=0 -0.000163476 0.000321136 internal_weight=0 183.911 114.633 internal_count=2477 1920 557 is_linear=0 shrinkage=0.000809167 Tree=994 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=46.696 40.2052 26.283 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013323370645073595 0.00016624981262047418 -0.00015202357134956558 -8.1179675063899288e-05 leaf_weight=40.257227152585983 103.94876402616501 150.55250057950616 37.584937505424023 leaf_count=157 454 1723 162 internal_value=0 -9.17969e-05 0.000100532 internal_weight=0 190.81 141.534 internal_count=2496 1880 616 is_linear=0 shrinkage=0.0002538 Tree=995 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=26.3856 30.9419 7.58936 threshold=1.0000000180025095e-35 -0.10072999999999999 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030123135053277165 -0.00015899535680155335 -0.00024255889974182144 0.00063697583728630693 leaf_weight=73.019260469824076 7.0484468415379515 178.96216165088117 36.518467970192432 leaf_count=356 27 1912 182 internal_value=0 -8.49154e-05 0.000508123 internal_weight=0 251.981 43.5669 internal_count=2477 2268 209 is_linear=0 shrinkage=0.000704429 Tree=996 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=37.7338 42.2103 29.3442 threshold=0.093575000000000019 -0.060094999999999989 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017265071216809104 -0.00029575908399568008 0.00010996741420235534 0.00010834236150020046 leaf_weight=112.25898832827806 11.882229164242743 46.070310764014721 154.3538218177855 leaf_count=1482 98 200 665 internal_value=0 -9.03955e-05 7.92783e-05 internal_weight=0 158.329 166.236 internal_count=2445 1682 763 is_linear=0 shrinkage=0.000248824 Tree=997 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=41.8683 31.1606 29.1919 threshold=0.078300000000000008 -0.048759999999999991 -0.046739999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026683977338050926 0.00014229117052223057 2.7216048451935532e-07 -0.00017431723673839013 leaf_weight=62.13690210878849 31.995266024023294 102.84205872192979 130.3367349691689 leaf_count=234 146 413 1674 internal_value=0 0.000100784 -0.000111859 internal_weight=0 164.979 162.332 internal_count=2467 647 1820 is_linear=0 shrinkage=0.000297367 Tree=998 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=26.753 26.2973 3.9751 threshold=0.12337000000000002 0.084050000000000014 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7634029019903655e-05 0.00071574994760024481 -0.00076465301599286796 0.00012516173293118432 leaf_weight=210.76198476925492 32.48132511600852 37.758566590957344 10.261850528419016 leaf_count=1421 189 814 36 internal_value=0 -0.000131424 0.000574658 internal_weight=0 248.521 42.7432 internal_count=2460 2235 225 is_linear=0 shrinkage=0.00082535 Tree=999 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=44.0211 32.5868 29.1876 threshold=0.091785000000000019 -0.060094999999999989 -0.25691499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018273601469658186 -0.00023653724021228015 7.762326755503474e-05 0.00010758859632774069 leaf_weight=104.94299545139074 16.746998410671949 41.454946171492338 161.3527999818325 leaf_count=1449 119 188 704 internal_value=0 -0.000109008 7.51016e-05 internal_weight=0 146.398 178.1 internal_count=2460 1637 823 is_linear=0 shrinkage=0.000248824 Tree=1000 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=48.395 43.6474 29.013 threshold=0.10114000000000002 -0.12077499999999998 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013801965218768767 -0.00027729389710809459 -0.00015889009299711998 0.00014416747020141746 leaf_weight=42.796801418066025 11.855417493730782 146.46318972855806 129.18732628971338 leaf_count=164 87 1701 521 internal_value=0 -9.17089e-05 0.000108549 internal_weight=0 189.26 141.043 internal_count=2473 1865 608 is_linear=0 shrinkage=0.000258876 Tree=1001 num_leaves=4 num_cat=0 split_feature=4 42 151 split_gain=28.5599 27.7433 6.11173 threshold=0.27626000000000001 -1.0000000180025095e-35 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072595110204514389 -0.00010316221491447309 4.1756708715539893e-05 0.00076554364130982701 leaf_weight=48.822357151657343 7.9133257567882529 194.21112337894738 43.761819496750832 leaf_count=658 30 1561 231 internal_value=0 -0.000112729 0.000632578 internal_weight=0 243.033 51.6751 internal_count=2480 2219 261 is_linear=0 shrinkage=0.000911254 Tree=1002 num_leaves=4 num_cat=0 split_feature=1 15 484 split_gain=46.2604 28.7438 19.6228 threshold=0.10491000000000002 0.084050000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9953558330204563e-05 -0.00014531787740817013 -0.0002654620302438447 0.00017243131126785932 leaf_weight=163.39518195576966 14.743912205100058 39.624902188777924 106.89140362292528 leaf_count=1155 66 821 467 internal_value=0 -6.79911e-05 0.000133817 internal_weight=0 203.02 121.635 internal_count=2509 1976 533 is_linear=0 shrinkage=0.000258876 Tree=1003 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=29.1653 23.6676 6.7262 threshold=0.27190000000000009 -0.10674499999999999 -0.25691999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023828283879313855 -0.00021487780372960491 -0.00032205920034001696 0.00063279789434509195 leaf_weight=74.048881771042943 7.3163901865482321 166.89800750464201 47.095563318580389 leaf_count=324 27 1881 251 internal_value=0 -0.000149822 0.00051861 internal_weight=0 240.947 54.412 internal_count=2483 2205 278 is_linear=0 shrinkage=0.00082535 Tree=1004 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=39.9921 29.0808 28.3207 threshold=0.088975000000000012 -0.060094999999999989 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023158346912600274 7.9570603182423123e-06 7.4856407485749329e-05 0.00026488082168349305 leaf_weight=88.31590848043561 139.20958382636309 39.603858187794685 52.043235406279564 leaf_count=1336 713 185 230 internal_value=0 -0.000136727 7.79846e-05 internal_weight=0 127.92 191.253 internal_count=2464 1521 943 is_linear=0 shrinkage=0.000297367 Tree=1005 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=47.0408 34.0795 24.4227 threshold=0.083325000000000024 0.23716000000000004 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013999446774397729 -0.00020105971189265847 0.00014339978402028318 -0.00018106097064174347 leaf_weight=149.5088162664324 114.88911510072649 30.9035614579916 23.171858534216881 leaf_count=612 1621 120 107 internal_value=0 -0.000127991 9.68229e-05 internal_weight=0 145.793 172.681 internal_count=2460 1741 719 is_linear=0 shrinkage=0.000291537 Tree=1006 num_leaves=4 num_cat=0 split_feature=15 159 1 split_gain=26.9753 23.5756 15.3709 threshold=0.082725000000000007 -0.032739999999999991 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076095001730784779 -0.00085261204250933209 0.00022164422980352854 0.00053004138495733747 leaf_weight=21.24750604107976 37.32230540458113 222.73736693710089 7.6653893142938605 leaf_count=217 854 1374 26 internal_value=0 0.000135765 -0.000616293 internal_weight=0 243.985 44.9877 internal_count=2471 1591 880 is_linear=0 shrinkage=0.000893386 Tree=1007 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=37.5888 30.1974 27.182 threshold=0.089840000000000017 -0.009184999999999997 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002207127012925556 0.00020011895645561921 -3.8400157059525458e-05 3.3684743052863689e-05 leaf_weight=104.41154089197516 52.220984991639853 126.30097811669111 40.645522508770227 leaf_count=1380 265 646 173 internal_value=0 3.14528e-05 -0.000149459 internal_weight=0 178.522 145.057 internal_count=2464 911 1553 is_linear=0 shrinkage=0.000264054 Tree=1008 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=40.0225 36.9171 24.1772 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013949402732337858 0.00017523079489544625 -0.00015851879208233406 -9.173839485351037e-05 leaf_weight=41.808244980871677 102.05797263607383 147.53846317902207 35.949076622724533 leaf_count=159 458 1718 159 internal_value=0 -9.26732e-05 0.000105671 internal_weight=0 189.347 138.007 internal_count=2494 1877 617 is_linear=0 shrinkage=0.000280216 Tree=1009 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=40.6316 21.7082 21.1562 threshold=0.10491000000000002 0.083325000000000024 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9935040738962716e-06 0.00016098048219687533 -0.00015627437157558053 -7.0256318479999195e-05 leaf_weight=97.269374180585146 89.045265883207321 104.0162621550262 31.921730414032936 leaf_count=383 403 1545 137 internal_value=0 -7.88673e-05 9.99513e-05 internal_weight=0 201.286 120.967 internal_count=2468 1928 540 is_linear=0 shrinkage=0.000243945 Tree=1010 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=42.471 28.3689 26.2273 threshold=0.040165000000000006 -0.047749999999999994 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024849931434850486 0.00012512560376571802 -0.00017253276621236502 1.0329009279621234e-05 leaf_weight=59.076360896229744 32.907653618603945 126.11042487993836 104.41573498398066 leaf_count=227 146 1669 416 internal_value=0 -0.00011089 9.65008e-05 internal_weight=0 159.018 163.492 internal_count=2458 1815 643 is_linear=0 shrinkage=0.00028582 Tree=1011 num_leaves=4 num_cat=0 split_feature=12 49 14 split_gain=27.3683 29.3682 22.1331 threshold=0.083325000000000024 -0.046739999999999997 0.062655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025428055324098038 0.00039311324765083214 -0.00049228710622359253 -0.0010138768782602427 leaf_weight=152.95812359265983 29.126254491508007 100.86295563541353 8.6942486353218538 leaf_count=674 141 1588 54 internal_value=0 -0.000293731 0.00018542 internal_weight=0 129.989 161.652 internal_count=2457 1729 728 is_linear=0 shrinkage=0.000777746 Tree=1012 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=49.751 26.8843 20.7051 threshold=0.083325000000000024 -0.23071499999999998 0.082725000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010744268563864207 0.00010681314642928104 -0.00018706478520683686 -0.00027130631769457824 leaf_weight=165.83233017101884 27.980170767754316 115.56973454356194 11.069652909412978 leaf_count=650 143 1591 74 internal_value=0 -0.000129745 8.35858e-05 internal_weight=0 143.55 176.902 internal_count=2458 1734 724 is_linear=0 shrinkage=0.000269335 Tree=1013 num_leaves=4 num_cat=0 split_feature=1456 160 12 split_gain=24.1942 24.2769 5.61295 threshold=1.0000000180025095e-35 -0.25833999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093069131767221859 0.00038369951335097809 0.0001209464072561408 -0.0011032529306851536 leaf_weight=14.459275625646113 1.7444149181246764 266.07332732342184 14.096000155434009 leaf_count=185 9 2057 230 internal_value=0 6.6393e-05 -0.000937959 internal_weight=0 280.533 15.8404 internal_count=2481 2242 239 is_linear=0 shrinkage=0.000793301 Tree=1014 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=40.3842 25.5008 10.8135 threshold=0.28064000000000006 0.048375000000000008 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011196945901155465 0.00019211527934461645 0.00014900587039411652 -0.0001311153014398912 leaf_weight=248.57905413396657 46.505366429686546 25.467722244560719 7.3487130999565116 leaf_count=2097 238 98 30 internal_value=0 -8.76655e-05 0.000147828 internal_weight=0 274.047 53.8541 internal_count=2463 2195 268 is_linear=0 shrinkage=0.000248824 Tree=1015 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=39.4965 31.3337 29.7895 threshold=0.077765000000000015 0.26760500000000004 -0.059114999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024550091798896696 9.6448586568557542e-05 -0.00022187442095713557 9.2518247965773969e-05 leaf_weight=68.709096372127533 205.65100862085819 26.216663308441639 27.48683912679553 leaf_count=1167 995 170 139 internal_value=0 6.03669e-05 -0.000148921 internal_weight=0 231.868 96.1959 internal_count=2471 1165 1306 is_linear=0 shrinkage=0.000274722 Tree=1016 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=43.9987 34.9835 20.5341 threshold=0.083325000000000024 0.13052500000000003 0.12992000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001474058287260069 -0.00017879625228394189 0.00035034440335551754 -0.0001512021104890558 leaf_weight=152.32173811458051 134.35811416618526 13.607448875904081 26.900498017668724 leaf_count=611 1685 45 117 internal_value=0 -0.000129906 0.00010252 internal_weight=0 147.966 179.222 internal_count=2458 1730 728 is_linear=0 shrinkage=0.000315569 Tree=1017 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=28.4615 30.5164 8.59926 threshold=-0.0068949999999999992 0.077765000000000015 0.10081500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089546693248618834 -0.00038288691074237516 0.0001950455290040904 0.00044997266441406547 leaf_weight=26.519062722101811 74.002842793241143 187.40821732208133 3.0135356336832038 leaf_count=385 1055 1021 11 internal_value=0 3.13448e-05 -0.000756996 internal_weight=0 261.411 29.5326 internal_count=2472 2076 396 is_linear=0 shrinkage=0.000762496 Tree=1018 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=45.7614 39.9369 24.1535 threshold=0.079890000000000017 -0.17157499999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025983972448771525 0.00016702869315910119 -0.00019055745302098853 2.603828544259934e-05 leaf_weight=61.360042981803417 35.439231242984533 123.88028468750417 107.30802703648806 leaf_count=233 171 1646 432 internal_value=0 -0.000110954 0.000111209 internal_weight=0 159.32 168.668 internal_count=2482 1817 665 is_linear=0 shrinkage=0.000297367 Tree=1019 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=49.8173 27.621 22.6499 threshold=0.10491000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010009171653071677 0.00018305100778712115 0.00035373770279045411 -5.3614926941017546e-05 leaf_weight=190.25558645091951 92.591647617518902 8.5735674090683442 34.241661690175533 leaf_count=1894 401 21 147 internal_value=0 -8.03344e-05 0.000119166 internal_weight=0 198.829 126.833 internal_count=2463 1915 548 is_linear=0 shrinkage=0.000248824 Tree=1020 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=52.3433 28.4469 20.8956 threshold=0.083325000000000024 0.10979500000000002 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001312738591123848 -0.00016122851408568141 0.00018295006585767793 -0.00014364570781187619 leaf_weight=164.57439139671624 130.53696362860501 20.005055550485849 22.742615252733231 leaf_count=644 1618 116 100 internal_value=0 -0.00011539 9.78293e-05 internal_weight=0 150.542 187.317 internal_count=2478 1734 744 is_linear=0 shrinkage=0.000269335 Tree=1021 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=46.1394 27.4615 23.1458 threshold=0.079570000000000016 0.12958500000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025050509821634753 -0.00016182632569136248 0.00027779785743814336 1.7737232605023045e-05 leaf_weight=58.586331412196159 145.21563452668488 13.652369335293768 106.0325468480587 leaf_count=221 1769 48 424 internal_value=0 -0.000123878 0.000100691 internal_weight=0 158.868 164.619 internal_count=2462 1817 645 is_linear=0 shrinkage=0.000297367 Tree=1022 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=23.9599 30.831 1.68826 threshold=-0.23438999999999996 0.0095750000000000019 0.09087000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061101519775907628 -0.00022905324067826037 0.00047130919395383341 0.001074399514998124 leaf_weight=18.098157174885277 210.42902327142656 59.319007489830256 9.0717701986432058 leaf_count=106 2050 266 26 internal_value=0 -7.49082e-05 0.000769509 internal_weight=0 269.748 27.1699 internal_count=2448 2316 132 is_linear=0 shrinkage=0.000858695 Tree=1023 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=45.9189 30.7106 26.692 threshold=0.089790000000000023 -0.29521499999999995 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010704514230475845 -0.00027597737206893057 0.00011881690570367252 -0.00019255222984505786 leaf_weight=29.80164847895503 16.833783347159624 178.41071961447597 106.73008345626295 leaf_count=124 125 791 1439 internal_value=0 8.46395e-05 -0.000127123 internal_weight=0 195.245 136.532 internal_count=2479 916 1563 is_linear=0 shrinkage=0.000280216 Tree=1024 num_leaves=4 num_cat=0 split_feature=4 376 151 split_gain=43.9589 36.1324 8.31863 threshold=0.28064000000000006 0.048375000000000008 -0.08323499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9593461661397892e-05 -4.6453630132335516e-05 0.00024377479847992621 0.00025428594464590787 leaf_weight=236.212371757254 8.7960920408368093 27.895231306552887 50.19426392018795 leaf_count=2126 30 94 234 internal_value=0 -6.32387e-05 0.000209439 internal_weight=0 264.108 58.9904 internal_count=2484 2220 264 is_linear=0 shrinkage=0.00028582 Tree=1025 num_leaves=4 num_cat=0 split_feature=4 12 49 split_gain=37.2523 35.1495 10.6095 threshold=0.28064000000000006 0.083325000000000024 0.12497000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0147641219065468e-05 0.00025512701312766796 -0.00016792861106194391 -0.00011433562001102044 leaf_weight=130.12145062163472 49.819557629525661 131.11764829233289 7.9040329679846755 leaf_count=507 229 1690 32 internal_value=0 -5.93313e-05 0.000204413 internal_weight=0 261.239 57.7236 internal_count=2458 2197 261 is_linear=0 shrinkage=0.000297367 Tree=1026 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=28.3875 29.9955 24.4165 threshold=0.081095000000000014 -0.24404999999999996 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033148540439747906 0.0004424917553278847 -0.00047122685577706438 -0.00059866879777458414 leaf_weight=135.39314079843462 28.353114811703563 110.07205316517502 20.334764037281275 leaf_count=572 143 1655 100 internal_value=0 -0.000283867 0.000209684 internal_weight=0 138.425 155.728 internal_count=2470 1798 672 is_linear=0 shrinkage=0.000793301 Tree=1027 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=29.8862 26.8013 18.7238 threshold=0.040165000000000006 -0.044809999999999996 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005617371011599542 0.00037762394179154151 -0.00052010430691934743 -4.7109244466330052e-05 leaf_weight=61.990635119378567 29.763221651315689 111.89041607826948 84.477550338953733 leaf_count=318 147 1676 315 internal_value=0 -0.000331331 0.000210809 internal_weight=0 141.654 146.468 internal_count=2456 1823 633 is_linear=0 shrinkage=0.000841858 Tree=1028 num_leaves=4 num_cat=0 split_feature=4 457 48 split_gain=27.8426 28.755 12.7403 threshold=0.30163500000000004 0.041935000000000007 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026874194034882135 0.00074396606018816921 0.00049152384252158408 -0.00043706837530740596 leaf_weight=197.62167456094176 44.059115339070559 44.930521806702018 7.8701479882001868 leaf_count=1996 238 207 31 internal_value=0 -0.000127748 0.000564419 internal_weight=0 242.552 51.9293 internal_count=2472 2203 269 is_linear=0 shrinkage=0.000858695 Tree=1029 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=25.6069 23.3152 17.2948 threshold=0.10508500000000001 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027812237128438519 0.00045855460394400398 0.0012008434219571778 -0.00025116157177826744 leaf_weight=175.23246045969427 78.983793448656797 6.8656697608530513 29.64805580675602 leaf_count=1885 395 18 141 internal_value=0 -0.000221657 0.000264798 internal_weight=0 182.098 108.632 internal_count=2439 1903 536 is_linear=0 shrinkage=0.000793301 Tree=1030 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=25.7938 26.7665 16.3365 threshold=0.084050000000000014 -0.29521499999999995 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007162112489726742 -0.00076140399486472675 0.00018241621403439055 0.000445346614265543 leaf_weight=21.936771623790264 36.704983939416707 221.20162280090153 8.2406947985291463 leaf_count=248 825 1342 29 internal_value=0 0.000101047 -0.000539592 internal_weight=0 243.138 44.9457 internal_count=2444 1590 854 is_linear=0 shrinkage=0.000777746 Tree=1031 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=43.6229 29.0353 28.5409 threshold=0.081095000000000014 0.18599000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024497929703452977 -0.00018227645850583534 0.00013333786480725638 3.1333617542571887e-06 leaf_weight=62.54854741692543 120.06780931353569 29.609155789017677 109.57832073420286 leaf_count=241 1675 120 441 internal_value=0 -0.000119789 9.1119e-05 internal_weight=0 149.677 172.127 internal_count=2477 1795 682 is_linear=0 shrinkage=0.00028582 Tree=1032 num_leaves=4 num_cat=0 split_feature=13 39 2 split_gain=31.7552 26.8775 1.6952 threshold=-0.16901999999999998 0.0095750000000000019 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00097973027797669792 -0.00021841690412664126 0.00040098706184879014 0.00059406207199718644 leaf_weight=10.94958835095167 203.66982729174197 53.392754379659891 21.282126516103745 leaf_count=43 2056 248 108 internal_value=0 -8.96461e-05 0.000728017 internal_weight=0 257.063 32.2317 internal_count=2455 2304 151 is_linear=0 shrinkage=0.000777746 Tree=1033 num_leaves=4 num_cat=0 split_feature=52 160 42 split_gain=27.5995 28.5145 1.81196 threshold=-0.29521499999999995 -0.40446999999999994 -0.22987499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001221398738992358 -0.0010720402547507561 0.00010669631637246797 -0.00091874865265774268 leaf_weight=1.9274929985404039 12.938675943762062 254.4062655121088 20.300128689035773 leaf_count=17 186 2018 260 internal_value=0 4.92242e-05 -0.000850628 internal_weight=0 267.345 22.2276 internal_count=2481 2204 277 is_linear=0 shrinkage=0.000777746 Tree=1034 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=38.4712 37.8706 8.60304 threshold=1.0000000180025095e-35 -0.10072999999999999 -0.055344999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001187650913279 -3.6703367801206914e-05 -9.5359458912054875e-05 0.00026083646097841508 leaf_weight=76.66186099126935 7.7084780856966963 198.33744772337377 40.983002312481403 leaf_count=337 27 1924 176 internal_value=0 -3.56437e-05 0.000213756 internal_weight=0 274.999 48.6915 internal_count=2464 2261 203 is_linear=0 shrinkage=0.000258876 Tree=1035 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=34.3152 27.2724 25.232 threshold=0.040165000000000006 -0.046739999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023707691619418491 0.0001368241406109866 -0.00015545250870367105 4.5654551588641091e-06 leaf_weight=59.38171062618494 32.539864115417004 129.79061661846936 106.18495063483715 leaf_count=232 147 1700 426 internal_value=0 -9.68104e-05 8.80613e-05 internal_weight=0 162.33 165.567 internal_count=2505 1847 658 is_linear=0 shrinkage=0.00028582 Tree=1036 num_leaves=4 num_cat=0 split_feature=12 16 4 split_gain=30.4125 22.2216 19.0921 threshold=0.079890000000000017 -0.17157499999999998 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00073050087368737519 0.00033559210385565667 -0.00045181303902381599 0.00030172818238317803 leaf_weight=11.641739688813685 27.262311207130551 104.45301782805473 139.97428895160556 leaf_count=59 148 1630 598 internal_value=0 -0.00028869 0.000221989 internal_weight=0 131.715 151.616 internal_count=2435 1778 657 is_linear=0 shrinkage=0.000777746 Tree=1037 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=58.3228 27.3092 17.996 threshold=0.08864000000000001 0.092530000000000015 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019620016565305383 0.0001388834110180875 -0.00012648192179440631 0.00026415463270416944 leaf_weight=114.78897078335285 152.75654059275985 39.869831774383783 7.2878457307815543 leaf_count=1494 759 188 19 internal_value=0 8.39165e-05 -0.000168501 internal_weight=0 192.626 122.077 internal_count=2460 947 1513 is_linear=0 shrinkage=0.00028582 Tree=1038 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=45.6854 25.1793 24.8604 threshold=0.10491000000000002 -0.11749 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0467688202765596e-05 0.00016934635456389763 -0.00012005634303366472 -6.8576042526203264e-05 leaf_weight=43.898878812789917 89.14606150239706 158.31918073631823 33.026719037443399 leaf_count=187 391 1767 144 internal_value=0 -7.65048e-05 0.000105025 internal_weight=0 202.218 122.173 internal_count=2489 1954 535 is_linear=0 shrinkage=0.000234472 Tree=1039 num_leaves=4 num_cat=0 split_feature=15 16 1 split_gain=26.7544 28.5624 18.9701 threshold=0.082725000000000007 0.26450500000000005 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019907565903985535 -0.00091535635486670491 -0.00069402295923221826 0.00054255890504977357 leaf_weight=212.10002673976123 37.11224845983088 31.445163985714316 8.3111017718911153 leaf_count=1295 878 286 28 internal_value=0 8.34979e-05 -0.000647924 internal_weight=0 243.545 45.4234 internal_count=2487 1581 906 is_linear=0 shrinkage=0.000875869 Tree=1040 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=29.4025 29.548 20.3592 threshold=0.10098000000000001 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042918327585666604 -0.00097831951793215795 -0.0004338493966169347 0.00039107763066404831 leaf_weight=36.027822695672512 8.1332380399107915 126.70131386443973 116.30711582675576 leaf_count=152 76 1673 536 internal_value=0 -0.000242612 0.000300777 internal_weight=0 162.729 124.44 internal_count=2437 1825 612 is_linear=0 shrinkage=0.000841858 Tree=1041 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=22.4787 24.8204 18.4949 threshold=0.10491000000000002 -0.097754999999999995 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003422503356816666 0.00052892916282555884 -0.00034119701864873653 -0.00022654504532018758 leaf_weight=48.977213272824883 76.58366820961237 137.80802693963051 30.921092191711068 leaf_count=267 384 1670 145 internal_value=0 -0.000161892 0.000311626 internal_weight=0 186.785 107.505 internal_count=2466 1937 529 is_linear=0 shrinkage=0.00082535 Tree=1042 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=24.7965 31.9002 threshold=-1.0000000180025095e-35 0.089810000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0010785513815095989 -0.00045715779040711565 0.00014395685279363339 leaf_weight=14.006168421357868 105.98497190792114 168.35267281904817 leaf_count=65 1263 1116 internal_value=0 -8.83638e-05 internal_weight=0 274.338 internal_count=2444 2379 is_linear=0 shrinkage=0.000858695 Tree=1043 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=25.5126 25.584 18.7016 threshold=0.10098000000000001 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042317749981738491 -0.00098893427777090081 -0.00039037779986699232 0.0003828545589083009 leaf_weight=36.27203430980444 7.7090696804225436 131.61679545138031 117.45159211754799 leaf_count=156 75 1690 555 internal_value=0 -0.000214446 0.000297553 internal_weight=0 167.889 125.161 internal_count=2476 1846 630 is_linear=0 shrinkage=0.000858695 Tree=1044 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=23.8239 24.6002 8.41184 threshold=-0.032739999999999991 -0.29521499999999995 0.096900000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028948485056800753 -0.00079434237865275343 0.00016555435051451701 -0.0012254654034427289 leaf_weight=15.379496835172178 22.234875635243952 245.41887384280562 14.188486373051999 leaf_count=199 269 1889 141 internal_value=0 8.55138e-05 -0.000741553 internal_weight=0 267.654 29.568 internal_count=2498 2158 340 is_linear=0 shrinkage=0.000875869 Tree=1045 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=43.0997 22.7626 20.3514 threshold=0.083325000000000024 -0.047749999999999994 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022860262092929529 0.0001147320246367339 -0.00016367432898532799 2.7604042899531558e-05 leaf_weight=65.354658491909504 30.041633296757936 117.67449783906341 110.90157529339194 leaf_count=276 142 1613 461 internal_value=0 -0.00010701 0.000102231 internal_weight=0 147.716 176.256 internal_count=2492 1755 737 is_linear=0 shrinkage=0.00028582 Tree=1046 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=23.2201 24.1456 threshold=-1.0000000180025095e-35 -0.18749999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00086252255380060586 0.00056547058327263049 -0.00012204705365520373 leaf_weight=13.791275292634962 26.983160808682442 241.63859772123396 leaf_count=70 131 2217 internal_value=0 -5.27788e-05 internal_weight=0 268.622 internal_count=2418 2348 is_linear=0 shrinkage=0.000690616 Tree=1047 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=41.7197 32.9963 23.7678 threshold=0.10098000000000001 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012738179411193212 -0.00031936409253644063 -0.00015902584068970928 0.00013715643066486606 leaf_weight=39.046923510730267 9.1130888760089857 135.21876115724444 129.74982887879014 leaf_count=154 81 1668 557 internal_value=0 -9.48112e-05 0.000106963 internal_weight=0 174.266 138.863 internal_count=2460 1822 638 is_linear=0 shrinkage=0.000274722 Tree=1048 num_leaves=4 num_cat=0 split_feature=1 47 47 split_gain=26.6055 24.8784 3.15492 threshold=0.12419000000000001 0.11893500000000001 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7665795883478363e-05 0.00069157738330345166 -0.0015434597689793846 0.00016257294632637901 leaf_weight=241.00962387397885 34.00740035995841 6.7131452094763508 8.6254583001136762 leaf_count=2196 208 49 30 internal_value=0 -7.91508e-05 0.000585256 internal_weight=0 247.723 42.6329 internal_count=2483 2245 238 is_linear=0 shrinkage=0.000777746 Tree=1049 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=33.3884 28.8374 27.8309 threshold=0.077765000000000015 -0.034484999999999995 0.045760000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065991816116054347 -0.00028340385947423711 0.00034493923396861418 0.00035526824616755189 leaf_weight=63.069072405807674 59.749713564291596 146.10553087107837 20.812040094286203 leaf_count=1249 484 686 67 internal_value=0 0.000162507 -0.000407899 internal_weight=0 205.855 83.8811 internal_count=2486 1170 1316 is_linear=0 shrinkage=0.000762496 Tree=1050 num_leaves=4 num_cat=0 split_feature=13 376 2 split_gain=28.9368 26.812 2.84264 threshold=-0.23438999999999996 0.048375000000000008 0.097940000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032742401934121725 -0.0002247806751951593 0.00068826328497707725 0.00098964844051853016 leaf_weight=6.7861928194761303 231.15734849777073 27.510440200567245 20.142162822186947 leaf_count=38 2241 120 97 internal_value=0 -0.000127419 0.000824809 internal_weight=0 258.668 26.9284 internal_count=2496 2361 135 is_linear=0 shrinkage=0.000875869 Tree=1051 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=37.013 36.9948 23.9791 threshold=0.088975000000000012 -0.060094999999999989 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020680570589196503 0.00013353645893406882 0.00010284474302546396 -9.0352352108887936e-05 leaf_weight=85.576508803293109 148.51005816087127 41.482085254043341 45.185704484581947 leaf_count=1319 739 191 213 internal_value=0 -0.000105709 8.12852e-05 internal_weight=0 127.059 193.696 internal_count=2462 1510 952 is_linear=0 shrinkage=0.000269335 Tree=1052 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=24.1079 37.9483 29.0479 threshold=-0.060644999999999991 -0.10674499999999999 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021555319140262799 -0.00050194213128637686 -0.00048083968436607325 0.00059903826316319933 leaf_weight=97.446755666285753 19.143353350460529 99.343393389135599 69.712027385830879 leaf_count=435 116 1586 333 internal_value=0 -0.000136073 0.000361506 internal_weight=0 196.79 88.8554 internal_count=2470 2021 449 is_linear=0 shrinkage=0.000793301 Tree=1053 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=36.8869 25.0724 25.0227 threshold=0.10114000000000002 0.086785000000000015 0.11439500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013045560535716736 0.0002009499890512385 -0.00010633028225689771 0.00036698550823113026 leaf_weight=166.75459074229002 98.459184788167477 36.056838899850845 10.610174261033533 leaf_count=1816 466 167 27 internal_value=0 0.000118564 -0.000100485 internal_weight=0 134.516 177.365 internal_count=2476 633 1843 is_linear=0 shrinkage=0.000315569 Tree=1054 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=30.7044 38.444 24.8848 threshold=0.089790000000000023 -0.10072999999999999 -0.27957499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012296891073135992 -0.00023440505166007658 -0.00017150995902706799 9.2790927747142738e-05 leaf_weight=36.657229203730822 14.951819162815807 93.4006282761693 169.80968889594078 leaf_count=183 118 1349 784 internal_value=0 -8.84758e-05 6.61867e-05 internal_weight=0 130.058 184.762 internal_count=2434 1532 902 is_linear=0 shrinkage=0.000243945 Tree=1055 num_leaves=4 num_cat=0 split_feature=15 1 1 split_gain=28.8251 21.0075 12.6237 threshold=0.082725000000000007 1.0000000180025095e-35 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028490879901127203 -0.00075458486594842775 0.00024701648029804132 0.00036174792824623708 leaf_weight=58.997891742736101 36.193048910237849 186.94360370375216 7.3012482374906531 leaf_count=688 875 909 27 internal_value=0 0.000119344 -0.000566742 internal_weight=0 245.941 43.4943 internal_count=2499 1597 902 is_linear=0 shrinkage=0.000777746 Tree=1056 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=41.9289 35.5075 11.037 threshold=0.27190000000000009 -0.18749999999999997 0.11280000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024735230916648739 0.00022509793667974142 -9.4359040812024207e-05 -0.00010705730165708276 leaf_weight=24.255187727510929 55.417759425938129 233.17851031944156 8.2802874743938428 leaf_count=87 263 2131 31 internal_value=0 -6.20697e-05 0.000181808 internal_weight=0 257.434 63.698 internal_count=2512 2218 294 is_linear=0 shrinkage=0.000269335 Tree=1057 num_leaves=4 num_cat=0 split_feature=123 50 124 split_gain=31.9718 28.2133 6.63144 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3730436431712185e-05 0.00078187348779920488 -0.0007439017103680421 1.7517139009960144e-05 leaf_weight=205.79315721057355 35.73887836933136 36.291454942896962 8.9270912483334524 leaf_count=1788 170 478 52 internal_value=0 -0.000100139 0.000629532 internal_weight=0 242.085 44.666 internal_count=2488 2266 222 is_linear=0 shrinkage=0.000793301 Tree=1058 num_leaves=4 num_cat=0 split_feature=15 1456 40 split_gain=26.6298 21.0039 14.2609 threshold=0.084050000000000014 1.0000000180025095e-35 -0.082829999999999973 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011149142627771508 0.001086766746809308 -0.001141102667110649 -0.00096920860056706011 leaf_weight=223.82813443988562 3.2182515114545813 12.603969839401541 36.029779532924294 leaf_count=1459 12 171 829 internal_value=0 4.42083e-05 -0.000798011 internal_weight=0 236.432 39.248 internal_count=2471 1630 841 is_linear=0 shrinkage=0.000948068 Tree=1059 num_leaves=4 num_cat=0 split_feature=15 16 40 split_gain=25.0125 23.6983 13.5746 threshold=0.084050000000000014 0.26746000000000009 -0.082829999999999973 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018821824259141446 0.00082801157246125291 -0.00054826304771419827 -0.00075279070042665681 leaf_weight=213.93532869406044 3.7030349597334853 31.439139603637159 34.325663785450161 leaf_count=1358 12 268 808 internal_value=0 9.36479e-05 -0.000596882 internal_weight=0 245.374 38.0287 internal_count=2446 1626 820 is_linear=0 shrinkage=0.000793301 Tree=1060 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=28.556 28.9536 26.8833 threshold=0.088975000000000012 0.086785000000000015 -0.10072999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011541381926325957 0.00013118884398901113 -0.00015080590203542043 -0.0002102612831852418 leaf_weight=31.300139062106609 138.17345537059009 44.102724153548479 90.645148698240519 leaf_count=167 733 226 1384 internal_value=0 6.2908e-05 -0.00012664 internal_weight=0 182.276 121.945 internal_count=2510 959 1551 is_linear=0 shrinkage=0.000303315 Tree=1061 num_leaves=4 num_cat=0 split_feature=123 151 1 split_gain=25.6618 24.9663 14.3336 threshold=1.0000000180025095e-35 -0.43358499999999994 0.077845000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020070115299230672 -0.00047866919994910267 -9.0887919941327433e-05 0.00078157486702325738 leaf_weight=4.6124980710446826 7.354524388909339 238.30192390177399 35.428501587361097 leaf_count=40 25 2231 194 internal_value=0 -0.000128179 0.000564251 internal_weight=0 242.914 42.783 internal_count=2490 2271 219 is_linear=0 shrinkage=0.00082535 Tree=1062 num_leaves=4 num_cat=0 split_feature=160 12 3 split_gain=26.6114 24.6131 0.872503 threshold=-0.40446999999999994 0.079890000000000017 -0.013714999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0008404291724282922 0.00028012229476027559 -0.00017163655587903 -0.0012856986185207178 leaf_weight=9.1111854044720513 150.52475168183446 121.85878420621157 4.362042896449565 leaf_count=165 656 1632 24 internal_value=0 7.80272e-05 -0.000993996 internal_weight=0 272.384 13.4732 internal_count=2477 2288 189 is_linear=0 shrinkage=0.000747545 Tree=1063 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=24.9542 31.102 threshold=-0.52082499999999987 0.28064000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0016982416910559296 -8.2658343692246016e-05 0.00059889226451501738 leaf_weight=4.6446181200444689 228.67878468893468 44.620856743305922 leaf_count=37 2182 248 internal_value=0 2.88162e-05 internal_weight=0 273.3 internal_count=2467 2430 is_linear=0 shrinkage=0.000747545 Tree=1064 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=39.0916 31.4276 18.1012 threshold=0.10491000000000002 0.080930000000000016 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011171604845235846 0.00017933272764491113 0.00015709465516239177 -4.1037482549789766e-05 leaf_weight=163.78148156777024 86.224711410701275 33.689971216022968 33.208247493952513 leaf_count=1792 392 139 147 internal_value=0 -6.57921e-05 0.000118078 internal_weight=0 197.471 119.433 internal_count=2470 1931 539 is_linear=0 shrinkage=0.0002538 Tree=1065 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=41.3671 31.5728 28.7275 threshold=1.0000000180025095e-35 -0.018054999999999998 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028660089655184841 0.00025423301519222267 0.00014693833219142343 -8.6187036132354034e-07 leaf_weight=66.730248510837555 53.307526096701622 20.024735756218433 169.43302666395903 leaf_count=1221 259 69 919 internal_value=0 -0.000186471 6.02859e-05 internal_weight=0 86.755 222.741 internal_count=2468 1290 1178 is_linear=0 shrinkage=0.000303315 Tree=1066 num_leaves=4 num_cat=0 split_feature=4 12 47 split_gain=33.1038 31.0645 11.2549 threshold=0.27626000000000001 0.083325000000000024 0.10678000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5394120437381835e-05 0.00022933745030245239 -0.00015077775741342332 -0.00012306528115332333 leaf_weight=135.05212399177253 53.243360050022602 119.26306702569127 8.1393329799175245 leaf_count=523 255 1654 30 internal_value=0 -4.66281e-05 0.00018247 internal_weight=0 254.315 61.3827 internal_count=2462 2177 285 is_linear=0 shrinkage=0.000280216 Tree=1067 num_leaves=4 num_cat=0 split_feature=159 43 16 split_gain=23.4347 24.764 8.35629 threshold=-0.032739999999999991 0.2506000000000001 -0.15336499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043463533002990738 0.0001432565552781991 -0.0010803208236816063 -0.0008960146776101172 leaf_weight=3.6508427914232042 245.05585050955415 11.699149636551736 23.585615961812437 leaf_count=26 1977 130 311 internal_value=0 8.70571e-05 -0.000716602 internal_weight=0 256.755 27.2365 internal_count=2444 2107 337 is_linear=0 shrinkage=0.00082535 Tree=1068 num_leaves=4 num_cat=0 split_feature=484 1 123 split_gain=25.6385 23.4455 11.656 threshold=-1.0000000180025095e-35 0.10098000000000001 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00088867520805221316 -0.00014716009162538373 0.00035198578654452837 0.00079525756279794806 leaf_weight=27.186943229287866 144.9231592155993 107.01562323048711 2.8991876244544974 leaf_count=409 1503 549 11 internal_value=0 6.49235e-05 -0.00072406 internal_weight=0 251.939 30.0861 internal_count=2472 2052 420 is_linear=0 shrinkage=0.000809167 Tree=1069 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=26.1213 22.397 20.1332 threshold=0.081095000000000014 -0.046739999999999997 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061746470591076503 0.00031307003848327146 -0.00048095541407129828 -1.1598585679795081e-05 leaf_weight=51.169759914278984 30.459609488025308 97.396875170990825 95.053529990836978 leaf_count=240 153 1628 429 internal_value=0 -0.000291684 0.000208841 internal_weight=0 127.856 146.223 internal_count=2450 1781 669 is_linear=0 shrinkage=0.000809167 Tree=1070 num_leaves=4 num_cat=0 split_feature=13 4 2 split_gain=36.5253 33.9378 2.04599 threshold=-0.24588999999999997 0.27190000000000009 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039993562273709353 -9.5917670039594172e-05 0.00015899739433278916 0.00023521904220844965 leaf_weight=10.098514422774317 218.4512194879353 52.90844701230526 17.930357441306114 leaf_count=40 2079 232 94 internal_value=0 -4.61704e-05 0.00029592 internal_weight=0 271.36 28.0289 internal_count=2445 2311 134 is_linear=0 shrinkage=0.00028582 Tree=1071 num_leaves=4 num_cat=0 split_feature=52 0 48 split_gain=22.3822 32.8247 4.78658 threshold=-0.40306999999999998 -0.060644999999999991 0.10184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085020000699753294 -7.9757542025103405e-05 0.00049393159381867693 0.00015297353389172517 leaf_weight=17.53729786910117 183.03799857199192 75.609986864030361 2.9507856946438542 leaf_count=241 1865 337 23 internal_value=0 8.80889e-05 -0.000705672 internal_weight=0 258.648 20.4881 internal_count=2466 2202 264 is_linear=0 shrinkage=0.000732888 Tree=1072 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=36.8631 25.7872 18.1146 threshold=0.040165000000000006 0.12796000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016182622461416657 -0.00012504573978804897 0.00021029545220240537 -2.5314138236289892e-07 leaf_weight=67.741793688386679 132.29018521681428 13.832356341183184 85.905654739588499 leaf_count=332 1747 51 313 internal_value=0 -9.31647e-05 7.1272e-05 internal_weight=0 146.123 153.647 internal_count=2443 1798 645 is_linear=0 shrinkage=0.000234472 Tree=1073 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=39.2064 26.6222 20.4567 threshold=0.10098000000000001 -0.24588999999999997 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035502027486448534 0.0001628205130532453 -0.00011360994337366319 -7.1888000873125452e-05 leaf_weight=8.7955979108810407 97.095423571765423 166.80184114351869 35.218096874654293 leaf_count=20 463 1840 159 internal_value=0 -8.99252e-05 0.00010034 internal_weight=0 175.597 132.314 internal_count=2482 1860 622 is_linear=0 shrinkage=0.000264054 Tree=1074 num_leaves=4 num_cat=0 split_feature=481 133 39 split_gain=21.9539 23.6784 5.68134 threshold=-0.0079799999999999992 -0.26719999999999994 0.085155000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010482405046150487 -0.0011075545743146134 0.00011037019380058672 0.00022603880170307176 leaf_weight=14.679440947249534 10.350241705775259 252.52573987282813 2.5452225133776656 leaf_count=260 140 2056 11 internal_value=0 6.19656e-05 -0.000859701 internal_weight=0 262.876 17.2247 internal_count=2467 2196 271 is_linear=0 shrinkage=0.000793301 Tree=1075 num_leaves=4 num_cat=0 split_feature=484 52 123 split_gain=29.561 22.3164 12.9587 threshold=-1.0000000180025095e-35 -0.25691499999999995 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010034404951139205 -0.00072371284082699977 0.00016688409246481766 0.00085108981303349119 leaf_weight=26.928917956538502 22.695374755188823 229.5827809413895 3.0111452937126151 leaf_count=400 266 1828 11 internal_value=0 8.6479e-05 -0.00081445 internal_weight=0 252.278 29.9401 internal_count=2505 2094 411 is_linear=0 shrinkage=0.000858695 Tree=1076 num_leaves=4 num_cat=0 split_feature=159 15 16 split_gain=27.9607 28.0668 5.63105 threshold=-0.032739999999999991 0.048235000000000007 -0.34918499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024600869496028754 0.00016743327972306284 -0.00051892944711586734 -0.00090993779680774466 leaf_weight=2.598038453608754 211.5500774923712 39.397296250797808 21.356288947165012 leaf_count=16 1327 779 309 internal_value=0 5.94949e-05 -0.000784005 internal_weight=0 250.947 23.9543 internal_count=2431 2106 325 is_linear=0 shrinkage=0.000747545 Tree=1077 num_leaves=4 num_cat=0 split_feature=128 14 40 split_gain=25.9138 25.4716 0.828026 threshold=0.085185000000000025 0.062655000000000016 -0.0067649999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014090158196932765 -0.0017268505252176795 -0.0013533062936646779 -0.0011138560693093897 leaf_weight=261.8118866449222 3.1314858719706526 10.560695130378006 10.059808286838232 leaf_count=2246 18 82 154 internal_value=0 8.24344e-05 -0.00127268 internal_weight=0 272.373 13.1913 internal_count=2500 2328 172 is_linear=0 shrinkage=0.000948068 Tree=1078 num_leaves=4 num_cat=0 split_feature=128 1365 52 split_gain=24.8645 25.8735 1.90796 threshold=1.0000000180025095e-35 0.08617000000000001 -0.14986499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3781987355436007e-05 -0.00045871204124229106 -0.0018747854774487122 -0.0012192936263332008 leaf_weight=256.37024164199829 2.9245362374931565 4.3817445915192357 10.81583486497402 leaf_count=2270 33 32 149 internal_value=0 5.00791e-05 -0.00106243 internal_weight=0 260.752 13.7404 internal_count=2484 2302 182 is_linear=0 shrinkage=0.000809167 Tree=1079 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=45.5874 22.5696 14.5504 threshold=0.10384000000000002 -0.11749 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8446656353800073e-05 0.00018194392362492511 -0.00014394748135826695 -3.6637560844763767e-05 leaf_weight=40.217730041593313 87.469656497240067 144.98040053620934 31.11743051186204 leaf_count=173 410 1758 136 internal_value=0 -9.34577e-05 0.000124607 internal_weight=0 185.198 118.587 internal_count=2477 1931 546 is_linear=0 shrinkage=0.000274722 Tree=1080 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=25.2071 21.2521 9.32565 threshold=0.27190000000000009 -0.062109999999999992 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030797282874697962 0.00066124130344100075 0.00024260045691280795 -0.00034008131176843615 leaf_weight=153.39888173155487 45.106333822011948 73.368993196636438 7.6454860717058173 leaf_count=1803 260 376 29 internal_value=0 -0.000129807 0.000515704 internal_weight=0 226.768 52.7518 internal_count=2468 2179 289 is_linear=0 shrinkage=0.000841858 Tree=1081 num_leaves=4 num_cat=0 split_feature=13 31 0 split_gain=23.0269 22.8481 2.13811 threshold=-0.23438999999999996 -1.0000000180025095e-35 -0.11749 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042397578797794455 0.00099748487877217968 -0.00012762159363618639 0.0009030825628160488 leaf_weight=10.026737891137602 11.797691483050583 245.77893312834203 15.269851792603729 leaf_count=66 57 2331 68 internal_value=0 -7.56777e-05 0.000715886 internal_weight=0 257.577 25.2966 internal_count=2522 2388 134 is_linear=0 shrinkage=0.000793301 Tree=1082 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=32.4424 19.8783 15.9848 threshold=0.083325000000000024 0.12796000000000002 0.082725000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.8354062619133051e-05 -0.00012695597420171205 0.00025231489201567157 -0.00023867625419157431 leaf_weight=158.51480714976788 121.83644986525178 10.358572266995905 10.353650311008094 leaf_count=653 1694 42 73 internal_value=0 -9.70486e-05 7.75456e-05 internal_weight=0 132.195 168.868 internal_count=2462 1736 726 is_linear=0 shrinkage=0.000264054 Tree=1083 num_leaves=4 num_cat=0 split_feature=13 3 13 split_gain=24.8512 22.4196 2.32733 threshold=-0.16901999999999998 -0.10115999999999999 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036720842364017974 0.00038798610018212209 -0.00027957401496890984 0.0010110794663758516 leaf_weight=7.4495503082871464 66.919814085587859 181.34575642645359 22.351757053285837 leaf_count=34 342 1978 113 internal_value=0 -9.95399e-05 0.000852105 internal_weight=0 248.266 29.8013 internal_count=2467 2320 147 is_linear=0 shrinkage=0.00098637 Tree=1084 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=25.1842 24.1743 11.5124 threshold=1.0000000180025095e-35 -0.10072999999999999 -0.0044549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003402005669155389 -0.00042444230559253904 -0.0003096700142574288 0.00086409602430791079 leaf_weight=66.245895780622959 6.8504630103707305 167.47201713360846 34.13057204335928 leaf_count=346 26 1925 181 internal_value=0 -0.000125394 0.000648132 internal_weight=0 233.718 40.981 internal_count=2478 2271 207 is_linear=0 shrinkage=0.000911254 Tree=1085 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=24.694 23.5764 10.6703 threshold=-0.0068949999999999992 0.10508500000000001 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011375781982823805 -0.00014927946456113608 0.00045095086864695437 0.00060237553741510237 leaf_weight=22.350925895385448 156.93762964755297 93.932544607669115 3.6160594411194316 leaf_count=375 1605 495 13 internal_value=0 7.55638e-05 -0.000893733 internal_weight=0 250.87 25.967 internal_count=2488 2100 388 is_linear=0 shrinkage=0.000948068 Tree=1086 num_leaves=4 num_cat=0 split_feature=150 484 2 split_gain=22.1892 22.9964 16.1803 threshold=0.081245000000000026 0.072260000000000005 0.092180000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028332954231854616 -7.6939728733005136e-05 0.00038543507631619479 0.00068378605219456066 leaf_weight=175.39914814848453 29.748493691906333 35.929955301806331 35.673606850206852 leaf_count=1952 175 246 152 internal_value=0 -0.000169483 0.000338331 internal_weight=0 211.329 65.4221 internal_count=2525 2198 327 is_linear=0 shrinkage=0.000762496 Tree=1087 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=29.4381 27.4498 11.0313 threshold=0.27190000000000009 0.041935000000000007 -0.25691999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7378781809616397e-05 -0.0001180798418861247 0.00015503570093093461 0.00022381369052786715 leaf_weight=196.46453652251512 8.5569050014018995 44.98484193906188 52.357802964746952 leaf_count=1957 29 204 268 internal_value=0 -4.21632e-05 0.000175658 internal_weight=0 241.449 60.9147 internal_count=2458 2161 297 is_linear=0 shrinkage=0.000280216 Tree=1088 num_leaves=4 num_cat=0 split_feature=42 1429 2 split_gain=21.1837 26.1743 12.6559 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.096540000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00080594622507276878 -0.0010529309089202846 0.00018020336775702254 3.1544628955246535e-05 leaf_weight=31.185174714773893 12.314930623397229 207.91476748231798 20.227806756272912 leaf_count=502 128 1657 189 internal_value=0 0.000110748 -0.000477093 internal_weight=0 220.23 51.413 internal_count=2476 1785 691 is_linear=0 shrinkage=0.00082535 Tree=1089 num_leaves=4 num_cat=0 split_feature=13 50 0 split_gain=24.0606 23.0358 2.30241 threshold=-0.16901999999999998 0.083640000000000006 -0.11749 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036612470626380743 1.3608958480432657e-05 -0.00062298279107746244 0.0007768353904474474 leaf_weight=11.827379759401085 215.66868479270488 32.338457122445107 16.920131273567677 leaf_count=71 1845 444 74 internal_value=0 -6.9642e-05 0.000609936 internal_weight=0 248.007 28.7475 internal_count=2434 2289 145 is_linear=0 shrinkage=0.000704429 Tree=1090 num_leaves=4 num_cat=0 split_feature=52 52 15 split_gain=29.8279 31.9262 1.211 threshold=-0.29521499999999995 -0.046989999999999997 -0.092919999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029469372594946862 0.00044763897907133945 -0.00012438465831716267 -0.00094187498897028727 leaf_weight=2.06431133206934 90.857101815752685 167.94875590968877 19.133564791642129 leaf_count=23 492 1719 254 internal_value=0 7.65383e-05 -0.00088073 internal_weight=0 258.806 21.1979 internal_count=2488 2211 277 is_linear=0 shrinkage=0.000777746 Tree=1091 num_leaves=4 num_cat=0 split_feature=376 151 376 split_gain=20.0918 22.6885 2.16502 threshold=0.048375000000000008 -0.52445999999999982 0.084145000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021198764652452249 0.001058277747779353 -4.7962929248754576e-05 0.00052665111098140337 leaf_weight=3.8498470410704604 8.0852271765470523 239.06523877661675 20.104424584656954 leaf_count=34 28 2275 105 internal_value=0 -8.17613e-05 0.000682713 internal_weight=0 242.915 28.1897 internal_count=2442 2309 133 is_linear=0 shrinkage=0.000858695 Tree=1092 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=28.5067 26.0244 17.3763 threshold=0.10098000000000001 -0.12077499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013826931208977931 3.3912078139637864e-05 -0.00013981152583166499 0.00027297767113945351 leaf_weight=39.730719678103924 89.611577436327934 138.96885820664465 40.577518489211798 leaf_count=160 415 1709 207 internal_value=0 -7.79373e-05 0.000108595 internal_weight=0 178.7 130.189 internal_count=2491 1869 622 is_linear=0 shrinkage=0.000303315 Tree=1093 num_leaves=4 num_cat=0 split_feature=160 484 2 split_gain=22.7537 22.2505 0.673622 threshold=-0.40446999999999994 -0.0068949999999999992 0.10381000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00084791174042192908 -0.00058932966958781573 0.00012154125612655872 -0.0012949802367841097 leaf_weight=10.004801071248947 27.416118860244751 231.69346628524363 3.0300616025924674 leaf_count=160 393 1879 26 internal_value=0 4.61027e-05 -0.00096198 internal_weight=0 259.11 13.0349 internal_count=2458 2272 186 is_linear=0 shrinkage=0.000747545 Tree=1094 num_leaves=4 num_cat=0 split_feature=1 151 159 split_gain=26.7027 22.9418 5.24147 threshold=0.12337000000000002 -0.52445999999999982 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017942176893625786 -8.1848637231179519e-05 -7.0552921599530317e-05 0.0006642217066634117 leaf_weight=4.1125877322629085 5.9347945675253859 228.773164014332 33.244871322065592 leaf_count=40 20 2198 206 internal_value=0 -0.000101839 0.000551298 internal_weight=0 232.886 39.1797 internal_count=2464 2238 226 is_linear=0 shrinkage=0.000732888 Tree=1095 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=34.5824 21.2052 19.3125 threshold=0.099325000000000011 -0.060094999999999989 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012617295701318582 -0.0002157011555276767 6.0970434755703742e-05 0.00010893286696568 leaf_weight=123.08444015681744 10.847440764307974 45.533271640539169 125.82701793313026 leaf_count=1641 94 217 549 internal_value=0 -7.56301e-05 8.30122e-05 internal_weight=0 168.618 136.674 internal_count=2501 1858 643 is_linear=0 shrinkage=0.000234472 Tree=1096 num_leaves=4 num_cat=0 split_feature=0 4 0 split_gain=22.5675 36.6533 32.9949 threshold=-0.060644999999999991 -0.49367499999999992 -0.10674499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016090622697673078 -0.00060148265307057329 0.00058772002296330608 -0.00047302621518421017 leaf_weight=97.081337688490748 19.362304866313934 66.656433433294296 93.718707080930471 leaf_count=447 124 337 1576 internal_value=0 0.000319604 -0.000150569 internal_weight=0 86.0187 190.8 internal_count=2484 461 2023 is_linear=0 shrinkage=0.000762496 Tree=1097 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=20.9789 21.9615 threshold=-0.51118499999999989 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001516366849805673 -6.0419782570052223e-05 0.00049677838713508367 leaf_weight=4.8272524978965512 223.18426196835935 47.92081305757165 leaf_count=44 2171 269 internal_value=0 3.82356e-05 internal_weight=0 271.105 internal_count=2484 2440 is_linear=0 shrinkage=0.000747545 Tree=1098 num_leaves=4 num_cat=0 split_feature=1456 1456 12 split_gain=23.6199 19.2472 0.151704 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010626435381010499 8.5136855464552447e-05 -0.0008656956377214093 -0.00083565546770506037 leaf_weight=5.3245623223483554 247.48835924081504 12.385681769810615 9.6090839998796564 leaf_count=37 2040 213 196 internal_value=0 3.94666e-05 -0.000923893 internal_weight=0 259.874 14.9336 internal_count=2486 2253 233 is_linear=0 shrinkage=0.000747545 Tree=1099 num_leaves=4 num_cat=0 split_feature=403 484 4 split_gain=22.9137 23.2116 9.75583 threshold=-1.0000000180025095e-35 -0.0068949999999999992 0.40780000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089833335141064523 -0.00068896928403275174 0.00016973831666124427 0.00075588346066378029 leaf_weight=27.518598929978911 27.211788774468005 207.75468278583139 2.9507192447781554 leaf_count=569 364 1490 15 internal_value=0 7.00094e-05 -0.000735954 internal_weight=0 234.966 30.4693 internal_count=2438 1854 584 is_linear=0 shrinkage=0.000875869 Tree=1100 num_leaves=4 num_cat=0 split_feature=1 0 14 split_gain=21.0865 32.7032 24.9153 threshold=1.0000000180025095e-35 -0.044584999999999993 0.076175000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066563011828084395 0.00018060970699002282 0.00039653815602940179 -0.00097252921018955866 leaf_weight=50.348151415586472 194.01439351402223 22.429239757359028 10.503870092332361 leaf_count=1178 1133 75 82 internal_value=0 -0.000338175 0.000120886 internal_weight=0 72.7774 204.518 internal_count=2468 1253 1215 is_linear=0 shrinkage=0.000732888 Tree=1101 num_leaves=4 num_cat=0 split_feature=160 484 1 split_gain=24.7094 24.774 0.546389 threshold=-0.40446999999999994 -0.0068949999999999992 0.10423500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010065494909705581 -0.00075056583169978296 0.00015942463714537991 -0.0014710768235762137 leaf_weight=10.546967441216109 25.422847372479737 226.75882574170828 3.3239417523145667 leaf_count=180 383 1868 17 internal_value=0 6.73946e-05 -0.00112875 internal_weight=0 252.182 13.8709 internal_count=2448 2251 197 is_linear=0 shrinkage=0.000875869 Tree=1102 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=23.6788 21.954 threshold=-0.52082499999999987 0.12158500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019597188549347333 -0.00011760282372007693 0.00053518958201751647 leaf_weight=4.3691749777644864 217.31944473925978 43.769291933625937 leaf_count=40 2175 263 internal_value=0 -7.98526e-06 internal_weight=0 261.089 internal_count=2478 2438 is_linear=0 shrinkage=0.000841858 Tree=1103 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=26.1766 25.8694 16.8987 threshold=0.083325000000000024 0.12796000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018636556267501655 -0.0001059563863270126 0.00025954260005409168 1.8311297386787425e-05 leaf_weight=57.460028411820531 122.0525490520522 13.187203221023081 103.98390112631023 leaf_count=268 1680 49 459 internal_value=0 -7.01314e-05 7.82117e-05 internal_weight=0 135.24 161.444 internal_count=2456 1729 727 is_linear=0 shrinkage=0.000248824 Tree=1104 num_leaves=4 num_cat=0 split_feature=3 43 12 split_gain=20.3947 25.681 2.84779 threshold=0.18307500000000002 -0.074254999999999988 -0.051479999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025459200632889362 0.00035835868125284897 -0.00035480535067161883 0.0011608953035875933 leaf_weight=100.30367111973464 5.6941950209438827 147.410047352314 12.377820309251545 leaf_count=961 50 1348 65 internal_value=0 -0.000108046 0.000911793 internal_weight=0 247.714 18.072 internal_count=2424 2309 115 is_linear=0 shrinkage=0.000929479 Tree=1105 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=27.4007 22.6462 13.9537 threshold=0.27626000000000001 0.083325000000000024 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2480761029966015e-05 0.00023282995015334748 -0.00012916952152996079 -0.0001453959608263561 leaf_weight=123.11412273347378 48.517447017133236 118.19707373809069 9.0119210630655271 leaf_count=508 247 1676 32 internal_value=0 -4.16165e-05 0.000173414 internal_weight=0 241.311 57.5294 internal_count=2463 2184 279 is_linear=0 shrinkage=0.000280216 Tree=1106 num_leaves=4 num_cat=0 split_feature=52 52 48 split_gain=27.1968 31.0401 3.53418 threshold=-0.24861499999999997 -0.049149999999999992 0.097140000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027023054957501 0.00013417356616549113 -3.1494688758331321e-05 -3.5050979028037912e-05 leaf_weight=20.869631696492437 92.883313843980432 187.5270951166749 4.2631031945347777 leaf_count=255 475 1744 29 internal_value=0 2.3413e-05 -0.000230671 internal_weight=0 280.41 25.1327 internal_count=2503 2219 284 is_linear=0 shrinkage=0.000234472 Tree=1107 num_leaves=4 num_cat=0 split_feature=13 4 13 split_gain=30.9541 31.8765 2.08756 threshold=-0.23438999999999996 0.27190000000000009 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012763848826583018 -7.6618937999518258e-05 0.00014990570588580907 0.00028492522474353753 leaf_weight=7.9911716952919987 219.33080173004419 51.27098386362195 21.894834220409393 leaf_count=35 2067 226 111 internal_value=0 -3.3655e-05 0.000243502 internal_weight=0 270.602 29.886 internal_count=2439 2293 146 is_linear=0 shrinkage=0.000258876 Tree=1108 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=33.768 24.6262 20.8276 threshold=0.10114000000000002 -0.097754999999999995 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7138083948416556e-05 -0.00027774480010527572 -0.00012570743064401228 0.00011626651036925177 leaf_weight=46.960409222170711 8.08914617449045 125.5811756150797 120.68321913480759 leaf_count=247 73 1596 547 internal_value=0 -7.0485e-05 9.1296e-05 internal_weight=0 172.542 128.772 internal_count=2463 1843 620 is_linear=0 shrinkage=0.000239162 Tree=1109 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=24.0488 19.1382 15.683 threshold=0.084050000000000014 -0.24526499999999998 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068722300392186461 -0.00090597433465348248 0.00018943824631326297 0.00044319217462287413 leaf_weight=20.825985174626112 31.328013680875301 218.18244878295809 8.2952648214995843 leaf_count=264 829 1381 32 internal_value=0 0.000112764 -0.000623069 internal_weight=0 239.008 39.6233 internal_count=2506 1645 861 is_linear=0 shrinkage=0.000875869 Tree=1110 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=21.3137 44.408 36.7044 threshold=-0.061204999999999989 -0.10674499999999999 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028392175763202067 -0.00077823075984505979 -0.00061684260153454899 0.00072223412189963208 leaf_weight=95.886694116517901 17.797895941883326 93.082526230253279 66.009848061949015 leaf_count=439 116 1589 332 internal_value=0 -0.00015988 0.000402974 internal_weight=0 188.969 83.8077 internal_count=2476 2028 448 is_linear=0 shrinkage=0.000929479 Tree=1111 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=22.1558 24.2148 threshold=0.091330000000000008 0.30163500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.4948837771296741e-05 -0.0019588168793673588 0.00062426413385222946 leaf_weight=224.77562994416803 4.1961640343070021 45.609668765217066 leaf_count=2205 28 252 internal_value=0 4.32068e-05 internal_weight=0 270.385 internal_count=2485 2457 is_linear=0 shrinkage=0.000875869 Tree=1112 num_leaves=4 num_cat=0 split_feature=123 457 1 split_gain=25.6284 26.0804 6.6622 threshold=1.0000000180025095e-35 0.080930000000000016 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0319061827779918e-05 -3.0795831265606417e-05 0.00015901541886168487 0.0002354566890059514 leaf_weight=220.02924893517047 7.7478766590356818 39.032710410654545 32.999292138963938 leaf_count=2131 23 161 176 internal_value=0 -3.57116e-05 0.000184884 internal_weight=0 259.062 40.7472 internal_count=2491 2292 199 is_linear=0 shrinkage=0.000258876 Tree=1113 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=28.5645 25.8505 24.5263 threshold=0.040165000000000006 0.18599000000000002 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024186175970330917 -0.00015415265479233804 0.00014770974813301408 1.9966340757178345e-07 leaf_weight=56.906320177018642 113.86565024778247 30.486140627413988 95.445088610053062 leaf_count=241 1704 128 409 internal_value=0 -9.03362e-05 9.05767e-05 internal_weight=0 144.352 152.351 internal_count=2482 1832 650 is_linear=0 shrinkage=0.000291537 Tree=1114 num_leaves=4 num_cat=0 split_feature=123 4 42 split_gain=26.4225 19.8689 8.42127 threshold=1.0000000180025095e-35 0.28064000000000006 -0.076394999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2606579439512501e-05 -8.6288689370259822e-05 0.00014309394162632987 0.00024626387691185523 leaf_weight=210.46670954208821 7.2958960607647887 41.706507999449968 40.255438659340143 leaf_count=2073 27 180 192 internal_value=0 -3.68846e-05 0.000195157 internal_weight=0 252.173 47.5513 internal_count=2472 2253 219 is_linear=0 shrinkage=0.00028582 Tree=1115 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=22.1624 24.9212 12.0586 threshold=0.069910000000000014 0.10574000000000001 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034383995575184488 -0.00016627519679566775 0.00027889269657041234 0.00088169778176899814 leaf_weight=136.65666154399514 12.51565260440111 87.401930276304483 33.158229891210794 leaf_count=1756 87 477 128 internal_value=0 -0.000100903 0.000594826 internal_weight=0 224.059 45.6739 internal_count=2448 2233 215 is_linear=0 shrinkage=0.000911254 Tree=1116 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=31.5003 27.9447 22.413 threshold=0.090515000000000012 -0.060094999999999989 -0.51498499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001887169302738949 -0.00030473577810083137 8.2505575721922457e-05 9.2947505211337666e-05 leaf_weight=86.949094167910516 10.425339195877312 37.992361526936293 159.43962819874287 leaf_count=1392 97 184 780 internal_value=0 -0.000106243 6.83553e-05 internal_weight=0 124.941 169.865 internal_count=2453 1576 877 is_linear=0 shrinkage=0.000264054 Tree=1117 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=27.1996 21.7947 14.5201 threshold=0.10384000000000002 -0.10919499999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030573763072154969 -0.0010144249743214992 -0.00044989964515707725 0.0004009540302544306 leaf_weight=40.31627512909472 6.0391035974025717 123.73365350812674 98.708901900798082 leaf_count=201 61 1705 501 internal_value=0 -0.000264115 0.000318356 internal_weight=0 164.05 104.748 internal_count=2468 1906 562 is_linear=0 shrinkage=0.000893386 Tree=1118 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=39.3765 27.2635 20.4314 threshold=0.10098000000000001 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012065391869874278 -0.00031485115040731692 -0.00016210187051060365 0.00012588570549688626 leaf_weight=31.86743026971817 8.4006655402481538 132.13852673768997 118.73058354109526 leaf_count=142 81 1694 536 internal_value=0 -0.000107116 9.6511e-05 internal_weight=0 164.006 127.131 internal_count=2453 1836 617 is_linear=0 shrinkage=0.000274722 Tree=1119 num_leaves=4 num_cat=0 split_feature=12 4 4 split_gain=26.1319 26.2267 22.0124 threshold=0.083325000000000024 0.18599000000000002 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003019680735116106 -0.00015609398431218056 0.00016045523103776983 0.00012171593213804074 leaf_weight=11.578185565769671 104.46123300865293 29.624589417129755 150.6045853048563 leaf_count=65 1621 122 661 internal_value=0 -8.60809e-05 9.12818e-05 internal_weight=0 134.086 162.183 internal_count=2469 1743 726 is_linear=0 shrinkage=0.000297367 Tree=1120 num_leaves=4 num_cat=0 split_feature=123 457 1 split_gain=28.6789 27.0859 10.6573 threshold=1.0000000180025095e-35 0.082380000000000009 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012075396724587382 -0.00012262227141348559 0.0001384898466298788 0.00024372817959829242 leaf_weight=218.75085557438433 7.6673495173454276 36.898390084505081 31.937663536518812 leaf_count=2058 24 162 184 internal_value=0 -8.32925e-05 0.000172659 internal_weight=0 255.649 39.605 internal_count=2428 2220 208 is_linear=0 shrinkage=0.000280216 Tree=1121 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=24.6404 23.925 7.47711 threshold=1.0000000180025095e-35 -0.23438999999999996 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076598124350007513 -0.00010439454794012546 -0.00025247969659368817 0.00082277931116136777 leaf_weight=20.126241348683834 9.0002749711275083 203.96336578112096 29.904246147722006 leaf_count=113 27 2127 176 internal_value=0 -0.000160671 0.0006086 internal_weight=0 224.09 38.9045 internal_count=2443 2240 203 is_linear=0 shrinkage=0.000893386 Tree=1122 num_leaves=4 num_cat=0 split_feature=1 50 52 split_gain=33.4351 19.9308 14.2529 threshold=0.10423500000000001 0.07826000000000001 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.359553500025685e-05 -0.00019893635475696659 -0.00030187735050899741 0.00015106704336734976 leaf_weight=157.97187008336186 9.5026739910244924 23.980873610824347 102.98338191211224 leaf_count=1504 69 408 476 internal_value=0 -6.91183e-05 0.000121331 internal_weight=0 181.953 112.486 internal_count=2457 1912 545 is_linear=0 shrinkage=0.000274722 Tree=1123 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=30.1857 26.8754 21.1801 threshold=0.089790000000000023 0.092530000000000015 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017204329918739389 0.00014942584526709667 -0.00015049594299280402 0.00035291931215345666 leaf_weight=113.11127300839871 135.62373748794198 42.124653548002243 8.8348644226789457 leaf_count=1536 710 212 23 internal_value=0 7.82973e-05 -0.000133721 internal_weight=0 177.748 121.946 internal_count=2481 922 1559 is_linear=0 shrinkage=0.000328318 Tree=1124 num_leaves=4 num_cat=0 split_feature=12 49 14 split_gain=34.1878 27.617 23.783 threshold=0.083325000000000024 -0.047749999999999994 0.076175000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011168404347658909 0.00013213210903817346 -0.00017400312987015366 -0.00037006964046979894 leaf_weight=155.34016529843211 29.813324965536594 102.16924652270973 8.3777086660265905 leaf_count=683 141 1626 54 internal_value=0 -0.000104797 8.67959e-05 internal_weight=0 131.983 163.718 internal_count=2504 1767 737 is_linear=0 shrinkage=0.000280216 Tree=1125 num_leaves=4 num_cat=0 split_feature=12 1 47 split_gain=29.6128 28.0643 20.9849 threshold=0.083325000000000024 0.12796000000000002 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001392958777801961 -0.00012556789160700317 0.00030831524213125925 -0.00010017303522152511 leaf_weight=128.85365181043744 122.36594693921506 12.28251179307699 35.056774612516165 leaf_count=580 1691 47 145 internal_value=0 -8.57662e-05 8.80454e-05 internal_weight=0 134.648 163.91 internal_count=2463 1738 725 is_linear=0 shrinkage=0.000274722 Tree=1126 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=29.3567 25.1115 22.4771 threshold=0.040165000000000006 -0.10939499999999998 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023483936734288829 0.00015168787497257783 -0.0001375654147481455 1.3497892871357622e-05 leaf_weight=56.115120109170675 29.236368408426642 119.7447021342814 100.30549680814147 leaf_count=241 120 1709 425 internal_value=0 -8.07304e-05 9.30142e-05 internal_weight=0 148.981 156.421 internal_count=2495 1829 666 is_linear=0 shrinkage=0.000280216 Tree=1127 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=37.0917 24.1934 20.2512 threshold=0.083325000000000024 0.30163500000000004 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011795979229936873 -0.00015094320564786561 0.0001735684995317902 -0.00014270461228384757 leaf_weight=141.70037083141506 116.6480972096324 18.469691015779972 24.251899491995573 leaf_count=608 1694 61 116 internal_value=0 -0.000106478 7.97963e-05 internal_weight=0 135.118 165.952 internal_count=2479 1755 724 is_linear=0 shrinkage=0.000264054 Tree=1128 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=30.5814 40.2755 1.35002 threshold=-0.24588999999999997 0.0095750000000000019 -0.11749 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018422664890397372 -9.010666508849519e-05 0.00015327653608424377 0.00030734488158455067 leaf_weight=11.437332242727281 213.50373554229736 60.821143411099911 15.81303884834051 leaf_count=67 2062 266 62 internal_value=0 -3.61051e-05 0.000256636 internal_weight=0 274.325 27.2504 internal_count=2457 2328 129 is_linear=0 shrinkage=0.000264054 Tree=1129 num_leaves=4 num_cat=0 split_feature=484 160 150 split_gain=20.4834 21.1057 9.1566 threshold=-0.0068949999999999992 -0.40446999999999994 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089475100749163399 -0.00093699488275868898 0.00016085916387389689 0.0006041586096362288 leaf_weight=23.7473219903186 14.134001206606625 235.71185713075101 3.5182472690939894 leaf_count=389 199 1886 13 internal_value=0 9.83607e-05 -0.000699657 internal_weight=0 249.846 27.2656 internal_count=2487 2085 402 is_linear=0 shrinkage=0.000875869 Tree=1130 num_leaves=4 num_cat=0 split_feature=3 50 1 split_gain=25.2089 22.1677 1.53587 threshold=0.18307500000000002 0.083090000000000011 0.11353000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2987638234772528e-05 0.0012370163200562925 -0.00069787162616173669 0.00071953814361917605 leaf_weight=223.16248502209783 5.461497530341151 31.392542803660035 13.209557875990866 leaf_count=1897 17 456 102 internal_value=0 -7.49461e-05 0.000877378 internal_weight=0 254.555 18.6711 internal_count=2472 2353 119 is_linear=0 shrinkage=0.000793301 Tree=1131 num_leaves=4 num_cat=0 split_feature=123 13 42 split_gain=33.4493 28.4687 8.84092 threshold=1.0000000180025095e-35 -0.23438999999999996 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023104208730953248 -0.00011649838545504856 -0.00012653638057023088 0.0002497236667571666 leaf_weight=20.421861238777637 6.6729411557316771 242.65325889363885 33.03619147464633 leaf_count=111 25 2149 176 internal_value=0 -9.8692e-05 0.000188027 internal_weight=0 263.075 39.7091 internal_count=2461 2260 201 is_linear=0 shrinkage=0.000291537 Tree=1132 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=30.8192 28.532 25.4714 threshold=0.088975000000000012 0.086785000000000015 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002064126262259001 0.00013933225062965203 -0.00013712501252772214 8.0146049967103671e-05 leaf_weight=86.203369572758675 141.91293933242559 42.909837335348129 40.132620699703693 leaf_count=1330 733 216 193 internal_value=0 7.51037e-05 -0.000115392 internal_weight=0 184.823 126.336 internal_count=2472 949 1523 is_linear=0 shrinkage=0.000297367 Tree=1133 num_leaves=4 num_cat=0 split_feature=13 123 4 split_gain=32.7924 32.4041 2.02171 threshold=-0.16901999999999998 1.0000000180025095e-35 0.024315000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026054366705773415 -8.9737261073325513e-05 0.00014904000474630453 0.00012832369033419851 leaf_weight=17.551583535969261 243.93153505027294 37.401251640170813 11.198730714619158 leaf_count=65 2136 186 82 internal_value=0 -5.79468e-05 0.000209739 internal_weight=0 281.333 28.7503 internal_count=2469 2322 147 is_linear=0 shrinkage=0.000239162 Tree=1134 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=22.166 23.9887 18.9312 threshold=0.083325000000000024 -0.24404999999999996 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.6064173451915165e-05 0.00042325194568998913 -0.00053686548707997984 0.0010330744054272121 leaf_weight=132.04969031177461 28.147206539288163 91.928063160739839 20.104398362338543 leaf_count=644 137 1571 84 internal_value=0 -0.000311617 0.000211862 internal_weight=0 120.075 152.154 internal_count=2436 1708 728 is_linear=0 shrinkage=0.000911254 Tree=1135 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=19.9252 21.5579 threshold=-1.0000000180025095e-35 0.08894500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00086552935875859518 -0.00029825847892085569 0.00011990923814987923 leaf_weight=12.610848266631363 97.90492841694504 162.65479395538568 leaf_count=72 1209 1194 internal_value=0 -3.72773e-05 internal_weight=0 260.56 internal_count=2475 2403 is_linear=0 shrinkage=0.000704429 Tree=1136 num_leaves=4 num_cat=0 split_feature=3 43 2 split_gain=25.1512 28.1215 0.890313 threshold=0.18307500000000002 -0.077629999999999991 0.11561500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027689934513264777 0.0011639309736598768 -0.0003014997002076668 0.00076174135666676635 leaf_weight=96.907796669751406 8.0655687823891657 154.25747597683221 9.986226271837948 leaf_count=897 42 1431 72 internal_value=0 -7.83104e-05 0.000947507 internal_weight=0 251.165 18.0518 internal_count=2442 2328 114 is_linear=0 shrinkage=0.000841858 Tree=1137 num_leaves=4 num_cat=0 split_feature=4 42 49 split_gain=23.5032 22.7539 6.45245 threshold=0.27190000000000009 -0.0044549999999999998 0.090785000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075339537506617692 0.00069261925232897846 -8.7802715609679848e-06 -0.00016633728021762259 leaf_weight=44.200946632772684 42.211517278105021 177.36810012813658 9.1507809236645681 leaf_count=638 243 1543 42 internal_value=0 -0.00015763 0.000539557 internal_weight=0 221.569 51.3623 internal_count=2466 2181 285 is_linear=0 shrinkage=0.000929479 Tree=1138 num_leaves=4 num_cat=0 split_feature=1 3 457 split_gain=30.4625 24.9147 24.2112 threshold=0.089790000000000023 0.10812000000000001 0.041935000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013676221001508482 2.586079685317557e-05 0.00035262032579604243 0.00028733791633127602 leaf_weight=114.48538870550692 141.66408312506974 8.322611950337885 32.836558744311333 leaf_count=1537 800 20 122 internal_value=0 -0.000103306 7.52168e-05 internal_weight=0 122.808 174.501 internal_count=2479 1557 922 is_linear=0 shrinkage=0.000274722 Tree=1139 num_leaves=4 num_cat=0 split_feature=1 47 4 split_gain=33.6594 34.8205 33.4295 threshold=1.0000000180025095e-35 0.086380000000000012 -0.10092 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001474120186698431 0.00010662522597960926 -0.00016603930798674864 -0.00024488284077995453 leaf_weight=20.772494070231915 167.97238742746413 42.476933632045984 64.345840382389724 leaf_count=71 921 236 1216 internal_value=0 5.15318e-05 -0.000149078 internal_weight=0 210.449 85.1183 internal_count=2444 1157 1287 is_linear=0 shrinkage=0.000269335 Tree=1140 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=28.6784 28.2167 14.3005 threshold=0.10439500000000002 -0.097754999999999995 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012879330036218368 0.00018008217096747813 -0.00016313624942119659 -0.00016311879127840501 leaf_weight=51.111812759190798 96.057574450969696 134.97197655588388 15.771855056285856 leaf_count=274 489 1684 61 internal_value=0 -8.29224e-05 0.000131564 internal_weight=0 186.084 111.829 internal_count=2508 1958 550 is_linear=0 shrinkage=0.000334884 Tree=1141 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=30.9698 23.6333 19.1092 threshold=0.083325000000000024 0.18599000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020668977151703843 -0.00017572459029893629 0.00012091422587850106 1.8361079342092788e-06 leaf_weight=60.794809699058533 105.21134088560939 29.057592909783125 106.16874842531979 leaf_count=277 1639 122 466 internal_value=0 -0.000111481 7.6516e-05 internal_weight=0 134.269 166.964 internal_count=2504 1761 743 is_linear=0 shrinkage=0.000291537 Tree=1142 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=33.9327 31.2409 26.6323 threshold=0.077765000000000015 -0.055219999999999998 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002882126892704841 8.9679446842570303e-05 9.3804947984712483e-05 -0.0002229469991193032 leaf_weight=57.574028280563653 186.28309320658445 26.511495213955641 26.33822138607502 leaf_count=1149 1005 132 184 internal_value=0 -0.000167801 5.08562e-05 internal_weight=0 84.0855 212.621 internal_count=2470 1281 1189 is_linear=0 shrinkage=0.000291537 Tree=1143 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=28.816 35.7839 27.725 threshold=1.0000000180025095e-35 -0.059114999999999994 0.035895000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024706615123947363 9.413586522192711e-05 0.00011313957024534213 -0.00017855293913319884 leaf_weight=56.574064275249839 185.71519747190177 29.020726647228003 30.119755920022726 leaf_count=1148 863 141 327 internal_value=0 -0.000124951 5.60093e-05 internal_weight=0 85.5948 215.835 internal_count=2479 1289 1190 is_linear=0 shrinkage=0.000264054 Tree=1144 num_leaves=4 num_cat=0 split_feature=12 4 15 split_gain=28.5147 29.598 20.5048 threshold=0.083325000000000024 0.18599000000000002 0.082725000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.7486309719054651e-05 -0.00014973541989236381 0.00014874818554627529 -0.00028882784417026209 leaf_weight=155.28035045042634 104.7723762281239 28.16697833687067 9.6805825140327197 leaf_count=659 1576 119 72 internal_value=0 -8.64212e-05 7.46353e-05 internal_weight=0 132.939 164.961 internal_count=2426 1695 731 is_linear=0 shrinkage=0.000258876 Tree=1145 num_leaves=4 num_cat=0 split_feature=12 4 14 split_gain=22.3853 23.1675 17.5763 threshold=0.083325000000000024 0.23993500000000004 0.062655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034960837160436404 -0.00061675391919251783 0.00056332747561610279 -0.0012931334565319925 leaf_weight=143.88810689561069 93.863680354319513 24.879278663545847 8.0535633005201799 leaf_count=677 1647 108 53 internal_value=0 -0.000369203 0.000261648 internal_weight=0 118.743 151.942 internal_count=2485 1755 730 is_linear=0 shrinkage=0.00108903 Tree=1146 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=23.2752 17.8209 14.1745 threshold=0.10114000000000002 -0.060094999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031399076644301772 0.00063553217693033015 0.00021648204011958131 9.1823778043637267e-05 leaf_weight=113.45089692249894 36.020950652658939 45.821599122136831 78.759544549509883 leaf_count=1632 234 223 381 internal_value=0 -0.000161333 0.000262906 internal_weight=0 159.272 114.78 internal_count=2470 1855 615 is_linear=0 shrinkage=0.000718517 Tree=1147 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=29.258 35.8568 6.89104 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020516241285926286 0.000267454389985685 -8.0021993825388506e-05 -1.8370783458858934e-05 leaf_weight=43.048659646883607 37.275202736258507 217.54594430699944 8.4308720901608449 leaf_count=205 164 2061 48 internal_value=0 -3.28434e-05 0.000214815 internal_weight=0 260.595 45.7061 internal_count=2478 2266 212 is_linear=0 shrinkage=0.00028582 Tree=1148 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=23.9163 30.9755 13.6195 threshold=0.069910000000000014 0.10776500000000001 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033688368511321557 -0.00019896152448190574 0.00032900584225312087 0.00082918944518762931 leaf_weight=154.4646910931915 12.981986578553913 77.148696817457676 34.929579704999924 leaf_count=1875 88 419 128 internal_value=0 -0.000115029 0.00055079 internal_weight=0 231.613 47.9116 internal_count=2510 2294 216 is_linear=0 shrinkage=0.000858695 Tree=1149 num_leaves=4 num_cat=0 split_feature=4 13 47 split_gain=34.027 24.2069 9.13863 threshold=0.27626000000000001 -0.23438999999999996 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025179653399363836 0.00025943073923441115 -5.7709032733476343e-05 -5.5125938695764936e-05 leaf_weight=21.612236328423023 47.073276694864035 229.06970894616097 8.527685418725012 leaf_count=82 236 2132 30 internal_value=0 -3.09249e-05 0.000211172 internal_weight=0 250.682 55.601 internal_count=2480 2214 266 is_linear=0 shrinkage=0.000280216 Tree=1150 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=32.2326 37.8773 24.4659 threshold=0.088975000000000012 -0.060094999999999989 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024595807425195274 0.00014723326318605054 0.00011889332491783785 -0.00011553108793299709 leaf_weight=75.970038091763854 136.78806147165596 39.826223377138376 42.69734924659133 leaf_count=1319 718 188 222 internal_value=0 -0.00012048 8.46918e-05 internal_weight=0 115.796 179.485 internal_count=2447 1507 940 is_linear=0 shrinkage=0.000303315 Tree=1151 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=32.4741 30.1338 19.2079 threshold=0.083325000000000024 0.10812000000000001 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019446457620019928 -0.00012501089537726525 0.00038211520871420183 9.6440016831991779e-06 leaf_weight=57.723048124462366 132.35701310168952 8.2397646084427816 108.19704463519156 leaf_count=255 1711 22 462 internal_value=0 -9.501e-05 7.40302e-05 internal_weight=0 140.597 165.92 internal_count=2450 1733 717 is_linear=0 shrinkage=0.000258876 Tree=1152 num_leaves=4 num_cat=0 split_feature=1 16 52 split_gain=27.8501 24.7489 22.0391 threshold=1.0000000180025095e-35 0.046185000000000004 -0.51498499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007577580240929829 -0.00095044228269152917 0.00026946636265506098 0.00022575316895998452 leaf_weight=50.222361952997744 11.387696441262959 23.337670794688165 193.23715091496706 leaf_count=1036 111 232 1122 internal_value=0 -0.000431946 0.000159812 internal_weight=0 73.56 204.625 internal_count=2501 1268 1233 is_linear=0 shrinkage=0.00082535 Tree=1153 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=27.6455 26.5654 22.9527 threshold=0.090515000000000012 -0.097754999999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011135221870889015 0.0001490253144822 -0.00020240758292442874 -0.00012814349140567594 leaf_weight=38.012572346255183 127.66217903792858 91.097756281495094 38.690178409218788 leaf_count=202 673 1394 201 internal_value=0 -0.000110014 8.45186e-05 internal_weight=0 129.11 166.352 internal_count=2470 1596 874 is_linear=0 shrinkage=0.000315569 Tree=1154 num_leaves=4 num_cat=0 split_feature=52 0 133 split_gain=23.9722 29.02 2.69251 threshold=-0.29521499999999995 -0.060129999999999996 -0.40446999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015767653910623089 -8.8012358991873267e-05 0.00057284712550361013 -0.00098158732266246719 leaf_weight=1.7050778586417461 188.38449142314494 69.76171619258821 18.957273975946009 leaf_count=12 1874 322 260 internal_value=0 9.075e-05 -0.000887231 internal_weight=0 258.146 20.6624 internal_count=2468 2196 272 is_linear=0 shrinkage=0.000875869 Tree=1155 num_leaves=4 num_cat=0 split_feature=42 16 474 split_gain=26.8888 24.0122 19.5069 threshold=-1.0000000180025095e-35 0.25123500000000004 0.084795000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006002481047466178 0.00019528877200717274 -0.00051206462755199161 0.00064799645944030987 leaf_weight=41.318450218066573 189.79774200357497 23.687674884684384 6.2698975009843698 leaf_count=636 1486 229 34 internal_value=0 0.000116576 -0.000434653 internal_weight=0 213.485 47.5883 internal_count=2385 1715 670 is_linear=0 shrinkage=0.000663799 Tree=1156 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=24.7516 22.1555 6.53038 threshold=1.0000000180025095e-35 -0.10939499999999998 0.077845000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057673425313336602 -0.00020496925188858082 -0.00024548166470885624 0.00089268180841929503 leaf_weight=36.390132572501898 5.9537322372198096 191.03524202574044 32.607205417007208 leaf_count=194 20 2033 185 internal_value=0 -0.000113701 0.000723104 internal_weight=0 227.425 38.5609 internal_count=2432 2227 205 is_linear=0 shrinkage=0.00096703 Tree=1157 num_leaves=4 num_cat=0 split_feature=4 150 14 split_gain=19.6277 22.7676 0.680907 threshold=0.50657000000000008 0.081245000000000026 -0.44847999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022701528582753762 0.00055823022388822756 0.00038204280555984927 0.00094504116403260996 leaf_weight=189.02585914731026 5.5311880558729198 62.581862952560186 13.790156960487364 leaf_count=1995 39 317 103 internal_value=0 -7.5423e-05 0.000838162 internal_weight=0 251.608 19.3213 internal_count=2454 2312 142 is_linear=0 shrinkage=0.000875869 Tree=1158 num_leaves=4 num_cat=0 split_feature=15 472 4 split_gain=21.7899 18.389 14.8886 threshold=0.084050000000000014 -1.0000000180025095e-35 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011459624251892483 -0.00080812440367079809 0.00019263498219893128 0.0009679212081989242 leaf_weight=9.1278076246380788 35.349919290281832 219.91950346063823 4.5122148729860774 leaf_count=124 831 1501 18 internal_value=0 0.000138756 -0.000604936 internal_weight=0 229.047 39.8621 internal_count=2474 1625 849 is_linear=0 shrinkage=0.000929479 Tree=1159 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=29.7089 24.9602 5.84549 threshold=0.30163500000000004 -0.18749999999999997 0.11967000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022508902933779902 0.00021968915190989034 -4.8405661669071335e-05 1.2938853319019883e-05 leaf_weight=22.614460192620754 43.597005892544985 227.2243190202862 10.518761303275822 leaf_count=90 192 2129 75 internal_value=0 -2.35602e-05 0.000179612 internal_weight=0 249.839 54.1158 internal_count=2486 2219 267 is_linear=0 shrinkage=0.000248824 Tree=1160 num_leaves=4 num_cat=0 split_feature=3 39 12 split_gain=30.3943 34.158 0.870565 threshold=0.18307500000000002 0.0095750000000000019 -0.042789999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012685915939032402 0.00020566712034181671 0.00012729632909523663 0.00034477432986133936 leaf_weight=229.86930607818067 6.2553316801786449 53.095450200140476 12.136285796761511 leaf_count=2101 55 260 64 internal_value=0 -7.9138e-05 0.000298992 internal_weight=0 282.965 18.3916 internal_count=2480 2361 119 is_linear=0 shrinkage=0.00028582 Tree=1161 num_leaves=4 num_cat=0 split_feature=15 43 4 split_gain=21.4322 21.5939 10.4207 threshold=0.082725000000000007 0.2529050000000001 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001768096557462289 -0.00081333709121170976 -0.0013499823951382088 0.001178886531551735 leaf_weight=222.53179057873785 36.292274981737137 9.2815532293170673 2.650094471871852 leaf_count=1506 877 89 11 internal_value=0 0.000115056 -0.000674772 internal_weight=0 231.813 38.9424 internal_count=2483 1595 888 is_linear=0 shrinkage=0.00098637 Tree=1162 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=28.5293 22.4533 14.9261 threshold=0.10384000000000002 -0.097754999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9523539472541024e-05 0.00025441119509661325 -0.00013265796968571015 3.6604011629980105e-05 leaf_weight=48.767244791612029 36.153127040714025 132.66486843861639 77.652988709509373 leaf_count=260 214 1627 339 internal_value=0 -7.29193e-05 0.000105978 internal_weight=0 181.432 113.806 internal_count=2440 1887 553 is_linear=0 shrinkage=0.000280216 Tree=1163 num_leaves=4 num_cat=0 split_feature=43 13 0 split_gain=21.8167 28.528 26.4273 threshold=-0.074459999999999985 -0.10939499999999998 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.310628877831291e-05 0.00049889326394196771 -0.00042930778428332554 0.00096093679691542874 leaf_weight=69.693104785867035 34.624389739707112 131.96444724034518 33.466689471155405 leaf_count=811 202 1316 159 internal_value=0 -0.000236182 0.000296829 internal_weight=0 166.589 103.16 internal_count=2488 1518 970 is_linear=0 shrinkage=0.000911254 Tree=1164 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=24.5315 22.1161 19.141 threshold=0.040165000000000006 -0.048759999999999991 -0.10115999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069787144243408207 0.000151851757483606 -1.0361941358376411e-05 -0.00052729819013085794 leaf_weight=51.229459911584854 49.333146784454584 88.634802851825953 80.290924363769591 leaf_count=237 292 412 1542 internal_value=0 0.0002494 -0.000268915 internal_weight=0 139.864 129.624 internal_count=2483 649 1834 is_linear=0 shrinkage=0.000858695 Tree=1165 num_leaves=4 num_cat=0 split_feature=42 124 484 split_gain=22.7351 24.5766 15.2282 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.085225000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00077094443318390094 0.00091444920914096172 4.0682268092775723e-06 0.00075860606742522057 leaf_weight=41.479189457371831 28.138874996453524 191.79553431551903 6.1211443878710261 leaf_count=653 162 1627 39 internal_value=0 0.00012095 -0.000572934 internal_weight=0 219.934 47.6003 internal_count=2481 1789 692 is_linear=0 shrinkage=0.000911254 Tree=1166 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=30.7635 28.0899 5.95936 threshold=0.12122500000000001 0.069910000000000014 0.13302500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0721565402849215e-05 0.00028140626791246445 0.00017800751277938527 -6.1173078334817854e-06 leaf_weight=203.67622181307524 38.825537458062172 45.445864077657461 8.3801491782069188 leaf_count=2023 219 197 29 internal_value=0 -4.1641e-05 0.00023047 internal_weight=0 249.122 47.2057 internal_count=2468 2220 248 is_linear=0 shrinkage=0.000309381 Tree=1167 num_leaves=4 num_cat=0 split_feature=133 484 13 split_gain=20.7392 21.3492 1.00868 threshold=-0.38113999999999992 -1.0000000180025095e-35 -0.054224999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016455094805015256 -0.00072554531032491254 0.00012375777539092408 -0.0010000873724944094 leaf_weight=4.505813792347908 27.366012930870056 232.72145466320217 5.1998917832970601 leaf_count=33 409 1954 103 internal_value=0 3.41216e-05 -0.00131507 internal_weight=0 260.087 9.70571 internal_count=2499 2363 136 is_linear=0 shrinkage=0.000911254 Tree=1168 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=27.6745 26.4134 22.1266 threshold=0.040165000000000006 -0.031559999999999998 -0.046739999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022262991956851434 0.00011173762597628953 -2.6658116794599745e-06 -0.00012931520412725345 leaf_weight=55.711427360773087 32.652799285948277 92.921688862144947 115.52567660994828 leaf_count=236 158 409 1672 internal_value=0 8.18847e-05 -7.61522e-05 internal_weight=0 148.633 148.178 internal_count=2475 645 1830 is_linear=0 shrinkage=0.000258876 Tree=1169 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=24.1917 33.2297 21.9716 threshold=0.077765000000000015 -0.059114999999999994 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00084769193730027702 0.0002181411985121499 0.00029712832452310567 -0.00064125657638116837 leaf_weight=47.696531074121594 172.82700467854738 26.967463202774525 22.845749460160732 leaf_count=1138 1010 142 174 internal_value=0 -0.000434375 0.000117493 internal_weight=0 74.664 195.673 internal_count=2464 1280 1184 is_linear=0 shrinkage=0.00082535 Tree=1170 num_leaves=4 num_cat=0 split_feature=4 457 49 split_gain=34.6527 26.2945 4.0336 threshold=0.27058000000000004 0.041935000000000007 0.090785000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5669015308176137e-05 0.00020508074404124811 0.0001353198025094495 3.4180773264161844e-05 leaf_weight=192.43424675427377 46.729981172829866 42.893604448065162 10.02820051461458 leaf_count=1953 232 196 46 internal_value=0 -3.71657e-05 0.000175012 internal_weight=0 235.328 56.7582 internal_count=2427 2149 278 is_linear=0 shrinkage=0.000243945 Tree=1171 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=27.4944 37.7231 23.8332 threshold=0.089790000000000023 -0.060094999999999989 -0.51498499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018895735500906418 -0.00030693812055999854 0.00011669925893692712 9.2360128019757667e-05 leaf_weight=88.240810964256525 10.997464012354611 41.228658374398947 169.30325428023934 leaf_count=1383 100 188 828 internal_value=0 -9.16064e-05 6.78295e-05 internal_weight=0 129.469 180.301 internal_count=2499 1571 928 is_linear=0 shrinkage=0.000264054 Tree=1172 num_leaves=4 num_cat=0 split_feature=14 0 16 split_gain=19.146 21.7584 0.722081 threshold=0.062655000000000016 -0.11437499999999999 -0.034884999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039379728710419549 -0.00092102333495913311 -0.00014340109821389668 -0.0014322805367388764 leaf_weight=80.434604577720165 5.6970900297164917 179.35555732995272 4.6284865699708444 leaf_count=332 45 2080 36 internal_value=0 2.30209e-05 -0.0011631 internal_weight=0 259.79 10.3256 internal_count=2493 2412 81 is_linear=0 shrinkage=0.000858695 Tree=1173 num_leaves=4 num_cat=0 split_feature=3 123 1 split_gain=22.8131 20.2422 0.518088 threshold=0.18307500000000002 1.0000000180025095e-35 0.11353000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011325321070528039 0.00095573026633454417 0.00046546750931916438 0.00067304273106524501 leaf_weight=217.36111135780811 5.559440657496455 33.120113890618086 12.461306802928446 leaf_count=2171 18 184 98 internal_value=0 -3.65575e-05 0.000765616 internal_weight=0 250.481 18.0207 internal_count=2471 2355 116 is_linear=0 shrinkage=0.000690616 Tree=1174 num_leaves=4 num_cat=0 split_feature=42 1365 1 split_gain=22.3668 21.4479 14.4327 threshold=-1.0000000180025095e-35 0.084635000000000016 0.081190000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089735587694917535 0.00012282541535431991 -0.0014231138228023778 -8.2522660295182131e-05 leaf_weight=23.188459866680205 216.41917845234275 5.0223503038287154 25.430477730929852 leaf_count=502 1736 47 189 internal_value=0 8.70616e-05 -0.000472321 internal_weight=0 221.442 48.6189 internal_count=2474 1783 691 is_linear=0 shrinkage=0.000747545 Tree=1175 num_leaves=4 num_cat=0 split_feature=4 454 151 split_gain=23.0291 25.4933 8.31178 threshold=0.28064000000000006 1.0000000180025095e-35 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2005449250683041e-05 -8.9649002813249818e-05 0.00036847367210653684 0.00020326708621817664 leaf_weight=225.63532162643969 8.3256311975419504 10.330263845622538 43.090351406484842 leaf_count=2146 31 29 227 internal_value=0 -4.29938e-05 0.000155744 internal_weight=0 235.966 51.416 internal_count=2433 2175 258 is_linear=0 shrinkage=0.000269335 Tree=1176 num_leaves=4 num_cat=0 split_feature=123 151 42 split_gain=19.7433 21.4574 11.3459 threshold=1.0000000180025095e-35 -0.52082499999999987 -0.076394999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020036633126738861 -0.00055354430872172169 -7.8519242083191802e-05 0.00074601936104940023 leaf_weight=4.2390074813738456 5.7544696033000937 227.67966108769178 32.565943539142609 leaf_count=34 25 2226 188 internal_value=0 -0.000114657 0.000549823 internal_weight=0 231.919 38.3204 internal_count=2473 2260 213 is_linear=0 shrinkage=0.000858695 Tree=1177 num_leaves=4 num_cat=0 split_feature=484 52 457 split_gain=19.9259 21.5961 8.00792 threshold=-0.0068949999999999992 -0.29521499999999995 0.094310000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00078807764352867998 -0.00075336943396783209 0.00018392484276059668 0.00065306121967279886 leaf_weight=24.138385065831248 18.003226330503821 221.66561096347868 2.8607233073562375 leaf_count=393 238 1828 16 internal_value=0 0.000113199 -0.000633314 internal_weight=0 239.669 26.9991 internal_count=2475 2066 409 is_linear=0 shrinkage=0.00082535 Tree=1178 num_leaves=4 num_cat=0 split_feature=1456 12 12 split_gain=21.9989 18.4894 0.164896 threshold=-1.0000000180025095e-35 0.084045000000000022 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013262974520813439 0.0002712193698364289 -0.00023985461942047009 -0.0010266114914909957 leaf_weight=4.6335252821445456 142.90271541569382 106.73464118689299 9.5103126866742951 leaf_count=32 735 1478 198 internal_value=0 5.26956e-05 -0.00113443 internal_weight=0 249.637 14.1438 internal_count=2443 2213 230 is_linear=0 shrinkage=0.000929479 Tree=1179 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=26.2134 30.0153 26.0295 threshold=0.094695000000000015 -0.097754999999999995 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011771040657867784 -0.00033516667974880973 -0.00016344287929618065 0.00012239479619410534 leaf_weight=43.339961444959044 10.894059961661695 108.42889310419559 132.19604923576117 leaf_count=229 101 1541 624 internal_value=0 -8.31276e-05 8.73239e-05 internal_weight=0 151.769 143.09 internal_count=2495 1770 725 is_linear=0 shrinkage=0.00028582 Tree=1180 num_leaves=4 num_cat=0 split_feature=4 12 47 split_gain=32.9702 25.759 7.71556 threshold=0.28064000000000006 0.040165000000000006 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6188447838044561e-05 0.00023191852466858482 -0.0001483247341157553 -6.6400881593306916e-05 leaf_weight=114.86181911081076 44.31501055508852 122.87032437790185 7.9883094877004615 leaf_count=457 234 1761 30 internal_value=0 -5.92009e-05 0.000186312 internal_weight=0 237.732 52.3033 internal_count=2482 2218 264 is_linear=0 shrinkage=0.000280216 Tree=1181 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=30.253 28.5818 8.28917 threshold=1.0000000180025095e-35 -0.10072999999999999 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011580567766826419 -3.400793308663449e-05 -0.00011006754775968184 0.00028377898133209403 leaf_weight=71.121381288394332 9.4717168956994993 186.3845100235194 36.705455955117941 leaf_count=345 28 1928 185 internal_value=0 -4.76597e-05 0.000218671 internal_weight=0 257.506 46.1772 internal_count=2486 2273 213 is_linear=0 shrinkage=0.000303315 Tree=1182 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=22.0268 25.57 25.1532 threshold=0.040165000000000006 -0.042884999999999993 -0.10072999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00068694119611672285 0.00019578286673960097 -4.3787764619427235e-05 -0.00053411879141846514 leaf_weight=49.337369408458471 51.253199588507414 85.648482598364353 77.60425091907382 leaf_count=232 301 395 1509 internal_value=0 0.000223642 -0.000243882 internal_weight=0 134.986 128.857 internal_count=2437 627 1810 is_linear=0 shrinkage=0.000809167 Tree=1183 num_leaves=4 num_cat=0 split_feature=14 3 16 split_gain=20.8979 20.4435 0.612065 threshold=0.076175000000000007 -0.10072999999999999 -0.14815999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046340719167911875 -0.00081299560085079984 -3.66294979122684e-05 -0.0012434490899951281 leaf_weight=62.361857591196895 5.159382551908493 198.75929780304432 4.8597549349069578 leaf_count=293 37 2093 41 internal_value=0 8.29384e-05 -0.00103322 internal_weight=0 261.121 10.0191 internal_count=2464 2386 78 is_linear=0 shrinkage=0.000762496 Tree=1184 num_leaves=4 num_cat=0 split_feature=14 13 14 split_gain=19.8671 20.3703 1.08852 threshold=0.076175000000000007 -0.15145999999999996 0.093890000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067501204594030972 -0.00086542220955686884 -4.4992700085269452e-05 -0.0014691750505712341 leaf_weight=31.685206979513168 5.2394379712641221 224.18083942867815 4.6779571063816547 leaf_count=161 47 2210 32 internal_value=0 4.44254e-05 -0.00116343 internal_weight=0 255.866 9.9174 internal_count=2450 2371 79 is_linear=0 shrinkage=0.000841858 Tree=1185 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=26.06 23.1244 20.5928 threshold=0.10098000000000001 0.062320000000000007 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012446323184705409 5.9789023494423278e-06 0.00017774060947579667 0.00025279998334644101 leaf_weight=144.35017725545913 80.325861884281039 21.922692351043224 37.276895985007286 leaf_count=1764 403 70 195 internal_value=0 -8.45256e-05 8.43806e-05 internal_weight=0 166.273 117.603 internal_count=2432 1834 598 is_linear=0 shrinkage=0.000274722 Tree=1186 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=30.2323 30.8621 18.2254 threshold=0.10114000000000002 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014703001322552772 0.00016647100688316053 -0.00013349456422948587 -7.1563943381322149e-05 leaf_weight=37.985643208026886 94.969532791525126 132.70745329000056 32.527427114546299 leaf_count=152 468 1692 156 internal_value=0 -7.10118e-05 0.000105733 internal_weight=0 170.693 127.497 internal_count=2468 1844 624 is_linear=0 shrinkage=0.000274722 Tree=1187 num_leaves=4 num_cat=0 split_feature=15 1365 1 split_gain=21.4474 19.2484 10.9208 threshold=0.084050000000000014 0.084635000000000016 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9098738619688218e-05 -0.0008358875755140829 -0.0014194090498916788 0.00045752952239526927 leaf_weight=223.13345822133124 29.020320547744632 5.7232557199895373 5.1739828027784815 leaf_count=1590 805 51 22 internal_value=0 6.04483e-05 -0.000639324 internal_weight=0 228.857 34.1943 internal_count=2468 1641 827 is_linear=0 shrinkage=0.00082535 Tree=1188 num_leaves=4 num_cat=0 split_feature=4 31 151 split_gain=26.6037 22.4031 11.6904 threshold=0.30163500000000004 -1.0000000180025095e-35 -0.097514999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034974859152747797 -0.0001566250373347731 -6.7181227579040525e-05 0.00022022815190027653 leaf_weight=10.052945360541342 7.1334520503878585 226.37492451258004 44.584539622068405 leaf_count=38 27 2149 235 internal_value=0 -4.92962e-05 0.000168023 internal_weight=0 236.428 51.718 internal_count=2449 2187 262 is_linear=0 shrinkage=0.000274722 Tree=1189 num_leaves=4 num_cat=0 split_feature=376 457 133 split_gain=21.3446 20.4132 2.00415 threshold=0.048375000000000008 0.080930000000000016 0.085285000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020102872530567448 0.00042355491768844962 0.0005286003308842441 0.00097838246857538213 leaf_weight=200.70814937539399 8.3559493534266966 37.730812724679708 16.73942132294178 leaf_count=2169 34 177 92 internal_value=0 -8.53776e-05 0.000796345 internal_weight=0 238.439 25.0954 internal_count=2472 2346 126 is_linear=0 shrinkage=0.000911254 Tree=1190 num_leaves=4 num_cat=0 split_feature=4 376 47 split_gain=31.5231 25.4045 9.54945 threshold=0.28064000000000006 0.048375000000000008 0.10589000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6162873584523804e-05 0.0002305328893173327 0.00022330602353368939 -0.00010268026661029611 leaf_weight=205.28049590811133 46.52973635867238 23.071744605898857 7.8306126594543448 leaf_count=2097 236 93 29 internal_value=0 -5.48013e-05 0.000182421 internal_weight=0 228.352 54.3603 internal_count=2455 2190 265 is_linear=0 shrinkage=0.000280216 Tree=1191 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=29.1995 28.2684 20.3681 threshold=0.10508500000000001 -0.13110499999999997 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7513983017645883e-05 0.00013832109590493596 -0.00015542627881285492 -0.00011315729705112705 leaf_weight=46.673982553184032 70.059295054525137 142.62176747061312 27.759566467255354 leaf_count=188 387 1737 135 internal_value=0 -0.000100449 6.69074e-05 internal_weight=0 189.296 97.8189 internal_count=2447 1925 522 is_linear=0 shrinkage=0.000248824 Tree=1192 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=28.8837 23.2787 21.6312 threshold=0.040165000000000006 0.14121000000000003 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023171016142933305 -0.00012232671544808106 0.00035335978786206062 3.1932243110912809e-06 leaf_weight=50.10717922821641 135.79846634715796 8.4814502000808698 92.327918842434883 leaf_count=223 1809 24 411 internal_value=0 -9.41113e-05 8.3702e-05 internal_weight=0 144.28 142.435 internal_count=2467 1833 634 is_linear=0 shrinkage=0.000280216 Tree=1193 num_leaves=4 num_cat=0 split_feature=4 457 151 split_gain=34.1726 26.2167 9.56975 threshold=0.27626000000000001 0.078435000000000019 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010816083558754762 -9.0071102225689474e-05 0.00015443363067841619 0.00024147082050430323 leaf_weight=199.92664827872068 9.0651644170284253 40.309223905205727 49.117785073816776 leaf_count=2047 33 180 255 internal_value=0 -6.40486e-05 0.000189741 internal_weight=0 240.236 58.1829 internal_count=2515 2227 288 is_linear=0 shrinkage=0.000297367 Tree=1194 num_leaves=4 num_cat=0 split_feature=12 16 47 split_gain=25.3649 26.4114 21.5648 threshold=0.081095000000000014 -0.17157499999999998 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014544722468435428 0.00014621836589546604 -0.00014615182462197643 -0.00011846663241779482 leaf_weight=120.83522487431765 32.842926664277911 107.87143626622856 31.890704572200775 leaf_count=541 165 1611 132 internal_value=0 -7.78502e-05 9.0293e-05 internal_weight=0 140.714 152.726 internal_count=2449 1776 673 is_linear=0 shrinkage=0.00028582 Tree=1195 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=21.5572 20.1927 15.8057 threshold=0.10098000000000001 0.062320000000000007 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037434448120889048 -0.001045115515017182 0.00059137673930808828 0.00038779465541239608 leaf_weight=129.98737086728215 6.9843310620635739 21.743677727878094 107.00302224606276 leaf_count=1735 75 74 554 internal_value=0 -0.000235619 0.000299057 internal_weight=0 151.731 113.987 internal_count=2438 1809 629 is_linear=0 shrinkage=0.000929479 Tree=1196 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=27.6494 37.5012 24.4662 threshold=1.0000000180025095e-35 -0.059114999999999994 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026803409761645295 6.9910543143512272e-06 0.00013139166787054494 0.00024402564096961618 leaf_weight=57.0243263207376 162.90293615497649 28.839763969182968 45.403053853660822 leaf_count=1173 953 135 226 internal_value=0 -0.00013388 5.87592e-05 internal_weight=0 85.8641 208.306 internal_count=2487 1308 1179 is_linear=0 shrinkage=0.00028582 Tree=1197 num_leaves=4 num_cat=0 split_feature=1 454 484 split_gain=31.4914 26.0051 13.2723 threshold=0.10423500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010689442554265772 -0.00018578334482676959 0.00041753813629957109 0.00015821722945360544 leaf_weight=175.39309460297227 11.404580414295195 9.0435679331421834 100.40881457924843 leaf_count=1914 62 23 493 internal_value=0 -8.0942e-05 0.00012298 internal_weight=0 184.437 111.813 internal_count=2492 1937 555 is_linear=0 shrinkage=0.000303315 Tree=1198 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=24.2227 22.5032 12.8817 threshold=-0.0068949999999999992 -0.24269999999999997 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001147430745537728 0.00088562235325438231 -3.0357937344092028e-05 0.0010705373791033883 leaf_weight=22.799743521958593 28.3083251491189 213.43891825713217 2.6534767150878897 leaf_count=386 186 1887 10 internal_value=0 7.72626e-05 -0.000912533 internal_weight=0 241.747 25.4532 internal_count=2469 2073 396 is_linear=0 shrinkage=0.00096703 Tree=1199 num_leaves=4 num_cat=0 split_feature=1 47 47 split_gain=22.0142 20.4531 4.21779 threshold=0.12337000000000002 0.11893500000000001 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8134900352088341e-05 0.00078557466596764359 -0.0017067001631845314 1.4113295741581662e-05 leaf_weight=224.5143905300647 29.207306526601315 6.9321921691298476 7.7438387647271147 leaf_count=2215 202 49 30 internal_value=0 -0.000147116 0.000624431 internal_weight=0 231.447 36.9511 internal_count=2496 2264 232 is_linear=0 shrinkage=0.000929479 Tree=1200 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=34.2595 24.3625 17.8885 threshold=0.10312500000000001 0.11439500000000001 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013050274419209017 -0.0003270792585858168 0.0002948310137589843 0.00012580571581222253 leaf_weight=161.80714002903551 7.5021539516746989 11.698767587542532 112.06435599550605 leaf_count=1862 72 31 523 internal_value=0 -0.000101653 9.71102e-05 internal_weight=0 173.506 119.567 internal_count=2488 1893 595 is_linear=0 shrinkage=0.00028582 Tree=1201 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=28.2759 28.8543 24.9016 threshold=0.040165000000000006 -0.048759999999999991 -0.047749999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025222740562943211 0.00013288472401585698 -5.6707528025958789e-06 -0.00015081882342929666 leaf_weight=56.578386437147856 32.650055024772882 94.535726126283407 110.67662294209003 leaf_count=239 148 412 1656 internal_value=0 9.10037e-05 -8.61374e-05 internal_weight=0 151.114 143.327 internal_count=2455 651 1804 is_linear=0 shrinkage=0.00028582 Tree=1202 num_leaves=4 num_cat=0 split_feature=1 47 457 split_gain=28.8746 22.1341 18.0265 threshold=0.10384000000000002 0.085770000000000027 0.082380000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014885620975889599 0.0001400602266534042 -0.00012619010657750974 7.5006995919638499e-05 leaf_weight=155.27437148801982 73.191990666091442 30.86719798669219 29.835849989205599 leaf_count=1746 408 151 136 internal_value=0 6.10313e-05 -0.000112751 internal_weight=0 104.059 185.11 internal_count=2441 559 1882 is_linear=0 shrinkage=0.000264054 Tree=1203 num_leaves=4 num_cat=0 split_feature=4 12 47 split_gain=30.6432 23.2702 8.51806 threshold=0.27626000000000001 0.083325000000000024 0.10678000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9633875961955517e-05 0.00020201193637431266 -0.00013288095608964128 -8.5571423170540057e-05 leaf_weight=121.31877038255334 49.096935402601957 114.86316026747227 7.964409038424491 leaf_count=512 249 1677 31 internal_value=0 -4.9428e-05 0.000161783 internal_weight=0 236.182 57.0613 internal_count=2469 2189 280 is_linear=0 shrinkage=0.000258876 Tree=1204 num_leaves=4 num_cat=0 split_feature=13 147 0 split_gain=19.5477 21.6447 2.76068 threshold=-0.16901999999999998 1.0000000180025095e-35 -0.14074999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019865612957140798 -0.00016179957833085452 0.00055048300668381436 0.0008387290473350742 leaf_weight=5.8714940212667015 211.76585431676358 32.06472004391253 18.716986060142517 leaf_count=40 2163 134 103 internal_value=0 -6.79218e-05 0.000687479 internal_weight=0 243.831 24.5885 internal_count=2440 2297 143 is_linear=0 shrinkage=0.000809167 Tree=1205 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=20.4116 20.8412 11.5037 threshold=0.27626000000000001 -0.084634999999999988 0.11280000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075628692629070647 0.00059239220171026087 -0.00022346241922199201 -0.00051165970454847742 leaf_weight=15.189931904897092 41.083129372447729 200.7090716259554 7.1808982640504828 leaf_count=71 245 2141 29 internal_value=0 -0.000154174 0.000427323 internal_weight=0 215.899 48.264 internal_count=2486 2212 274 is_linear=0 shrinkage=0.000809167 Tree=1206 num_leaves=4 num_cat=0 split_feature=4 376 47 split_gain=34.1462 24.7422 8.38179 threshold=0.28064000000000006 0.048375000000000008 0.102035 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9665917573386564e-05 0.00027929454635447026 0.00023327138049336385 -8.2884017124928213e-05 leaf_weight=209.02495372667909 44.18903436884284 25.894365720450878 7.7313548922538748 leaf_count=2106 228 100 29 internal_value=0 -6.28737e-05 0.000225301 internal_weight=0 234.919 51.9204 internal_count=2463 2206 257 is_linear=0 shrinkage=0.00032188 Tree=1207 num_leaves=4 num_cat=0 split_feature=1 47 42 split_gain=22.7348 19.5134 16.3951 threshold=0.10114000000000002 0.089100000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085341858487128941 0.00062030202439322614 -0.00032694620154453149 -6.3483498380467458e-05 leaf_weight=33.790502734482288 80.369037441909313 30.220339678227901 123.5013274056837 leaf_count=603 447 155 1267 internal_value=0 0.000361382 -0.000233669 internal_weight=0 110.589 157.292 internal_count=2472 602 1870 is_linear=0 shrinkage=0.0010061 Tree=1208 num_leaves=4 num_cat=0 split_feature=1 47 4 split_gain=31.1572 32.7321 31.6297 threshold=0.089790000000000023 0.086785000000000015 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013558642453102685 0.00013519039051671476 -0.0001645492194299911 -0.00021032429224086913 leaf_weight=29.378779344260693 129.87746682390571 40.54472779110074 94.500010011717677 leaf_count=109 694 222 1478 internal_value=0 6.38189e-05 -0.000128241 internal_weight=0 170.422 123.879 internal_count=2503 916 1587 is_linear=0 shrinkage=0.000291537 Tree=1209 num_leaves=4 num_cat=0 split_feature=1 150 0 split_gain=23.6458 23.7909 21.5312 threshold=0.077845000000000011 0.079825000000000021 -0.055219999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00077023049114408938 -5.2957493634123454e-05 0.0006505057858829168 0.00024201285608923561 leaf_weight=51.563598008826375 134.84761925414205 53.512333024293184 24.765353966504335 leaf_count=1192 943 230 130 internal_value=0 0.000147161 -0.000441929 internal_weight=0 188.36 76.329 internal_count=2495 1173 1322 is_linear=0 shrinkage=0.000893386 Tree=1210 num_leaves=4 num_cat=0 split_feature=484 160 123 split_gain=25.4936 18.2062 11.6185 threshold=-0.0068949999999999992 -0.40446999999999994 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001123623572942712 -0.0010108851702054693 0.00015060837422799936 0.0010469044421914755 leaf_weight=22.655988955870274 12.699931138195096 228.05712331458926 2.3680902421474448 leaf_count=397 192 1875 9 internal_value=0 8.88982e-05 -0.000914473 internal_weight=0 240.757 25.0241 internal_count=2473 2067 406 is_linear=0 shrinkage=0.000948068 Tree=1211 num_leaves=4 num_cat=0 split_feature=4 31 151 split_gain=25.7545 23.1813 12.5916 threshold=0.28064000000000006 -1.0000000180025095e-35 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036502905448777487 -0.00014640150504805914 -7.0307867282437086e-05 0.00023639155292061646 leaf_weight=10.339710623025892 8.3362776972353441 228.12065211962909 42.225533988326788 leaf_count=41 32 2161 231 internal_value=0 -5.12691e-05 0.000173095 internal_weight=0 238.46 50.5618 internal_count=2465 2202 263 is_linear=0 shrinkage=0.00028582 Tree=1212 num_leaves=4 num_cat=0 split_feature=4 13 49 split_gain=27.5855 23.8346 10.0576 threshold=0.27626000000000001 -0.18749999999999997 0.12073000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023426419242872547 0.00023239331475509995 -8.7717926078351781e-05 -0.0001341552405192081 leaf_weight=22.397302329540253 45.922392513602972 210.21414449810982 7.6558514758944503 leaf_count=88 231 2107 32 internal_value=0 -5.66177e-05 0.000179846 internal_weight=0 232.611 53.5782 internal_count=2458 2195 263 is_linear=0 shrinkage=0.000297367 Tree=1213 num_leaves=4 num_cat=0 split_feature=16 0 12 split_gain=19.6102 33.4886 10.0043 threshold=0.26746000000000009 -0.060644999999999991 0.10345000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8827303300158625e-05 -0.00084671536119408153 0.00062595112780658739 0.00030754527332505004 leaf_weight=179.30385479610413 23.88673874177039 61.620625805109739 6.4376856070011845 leaf_count=1875 243 293 48 internal_value=0 0.000101639 -0.000601443 internal_weight=0 240.924 30.3244 internal_count=2459 2168 291 is_linear=0 shrinkage=0.00082535 Tree=1214 num_leaves=3 num_cat=0 split_feature=151 12 split_gain=21.1979 22.5134 threshold=-0.51118499999999989 0.040165000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019237868215211066 0.0003281672375913906 -0.00018732152748964171 leaf_weight=4.1660513188689938 140.64880089834332 130.03714755643159 leaf_count=37 650 1797 internal_value=0 8.05521e-05 internal_weight=0 270.686 internal_count=2484 2447 is_linear=0 shrinkage=0.000893386 Tree=1215 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=27.3998 19.8746 19.4807 threshold=0.10114000000000002 -0.097754999999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.6271890273009801e-05 0.00016022064936205212 -0.00012918119352434452 -8.5414842093061764e-05 leaf_weight=43.255751147866249 91.679713755846024 126.85965576022863 33.092894783243537 leaf_count=247 463 1623 159 internal_value=0 -7.43766e-05 9.50536e-05 internal_weight=0 170.115 124.773 internal_count=2492 1870 622 is_linear=0 shrinkage=0.000274722 Tree=1216 num_leaves=4 num_cat=0 split_feature=1 457 42 split_gain=24.0236 23.1458 3.5068 threshold=0.12180500000000001 0.069910000000000014 0.10017000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021076624372180742 0.00048522949513985072 0.00049298869151865037 0.0010691270208593253 leaf_weight=190.38771348632872 28.14851426333189 41.959650984033942 10.511828336864708 leaf_count=2046 185 195 56 internal_value=0 -8.34988e-05 0.000646621 internal_weight=0 232.347 38.6603 internal_count=2482 2241 241 is_linear=0 shrinkage=0.000858695 Tree=1217 num_leaves=4 num_cat=0 split_feature=52 52 160 split_gain=25.2446 28.0802 3.32116 threshold=-0.25691499999999995 -0.046989999999999997 0.038795000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038297724102916587 0.00016614121814950627 -5.3480786675003625e-05 -4.8967346373794691e-05 leaf_weight=18.693530960008506 86.566637777723372 174.96215790417045 3.5617441125214091 leaf_count=214 463 1706 55 internal_value=0 1.92546e-05 -0.000330035 internal_weight=0 261.529 22.2553 internal_count=2438 2169 269 is_linear=0 shrinkage=0.000315569 Tree=1218 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=29.0701 29.7574 8.84026 threshold=0.27190000000000009 -0.12676999999999997 -0.25691999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012464778600351263 -7.5187142946338533e-05 -0.00011508285061042157 0.0002406050344943378 leaf_weight=62.167859803885221 9.3804705590009672 172.85000676382333 46.211615208536386 leaf_count=249 33 1927 239 internal_value=0 -5.16392e-05 0.000187275 internal_weight=0 235.018 55.5921 internal_count=2448 2176 272 is_linear=0 shrinkage=0.000297367 Tree=1219 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=24.2024 27.3473 1.72842 threshold=-0.18749999999999997 0.0095750000000000019 -0.0036549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015137419831037243 -5.9414080792259016e-05 0.00011884651556950852 0.00027014689000302741 leaf_weight=14.972979638725521 210.96413527615368 57.855446737259626 12.299971565604208 leaf_count=98 2085 274 44 internal_value=0 -2.10153e-05 0.000205826 internal_weight=0 268.82 27.273 internal_count=2501 2359 142 is_linear=0 shrinkage=0.000229875 Tree=1220 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=28.9976 21.4738 14.0443 threshold=0.10439500000000002 0.085470000000000004 0.088195000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8575291344220638e-05 0.0001693612349232903 0.00035867794923520488 -5.2812458812855908e-05 leaf_weight=170.56702552270144 77.057578880339861 8.0504715889692289 28.114439217373729 leaf_count=1880 391 21 132 internal_value=0 -6.82051e-05 0.000109977 internal_weight=0 178.617 105.172 internal_count=2424 1901 523 is_linear=0 shrinkage=0.000269335 Tree=1221 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=21.8382 21.5243 1.13377 threshold=-0.39935999999999994 -0.23438999999999996 0.092810000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010798757947933395 0.00087429506327522217 -2.3491930827652688e-05 -0.0018077962542709298 leaf_weight=6.0676684696227294 23.350472651422024 232.68889004644006 3.0311926677823067 leaf_count=113 131 2187 22 internal_value=0 5.87315e-05 -0.0013414 internal_weight=0 256.039 9.09886 internal_count=2453 2318 135 is_linear=0 shrinkage=0.000893386 Tree=1222 num_leaves=4 num_cat=0 split_feature=1 48 42 split_gain=20.6529 25.6584 4.14076 threshold=0.12180500000000001 0.12879500000000002 0.097640000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2556213697657986e-05 0.00033302741327063235 -0.0017659248390722356 0.00089143654493669907 leaf_weight=220.32364406622946 28.805551093071699 5.2166714444756499 10.578151021152733 leaf_count=2205 180 32 55 internal_value=0 -0.00011258 0.000485114 internal_weight=0 225.54 39.3837 internal_count=2472 2237 235 is_linear=0 shrinkage=0.000762496 Tree=1223 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=18.8209 21.1408 14.6597 threshold=0.10491000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023336685185392989 0.00052254319963581188 0.0011410626848404142 -0.0002293326370222316 leaf_weight=161.99630193132907 68.525495957583189 8.5842816233634931 26.430069331079721 leaf_count=1904 391 22 136 internal_value=0 -0.000163497 0.000313241 internal_weight=0 170.581 94.9556 internal_count=2453 1926 527 is_linear=0 shrinkage=0.000858695 Tree=1224 num_leaves=4 num_cat=0 split_feature=13 31 12 split_gain=24.6396 21.3788 2.202 threshold=-0.18749999999999997 -1.0000000180025095e-35 -0.041094999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043501383201696931 0.0012686057508275259 -0.00016376219172471715 0.0011621010138158307 leaf_weight=5.9961781613528755 11.418115012347696 227.52107160724699 18.380793984979391 leaf_count=57 66 2248 85 internal_value=0 -9.47519e-05 0.000986061 internal_weight=0 238.939 24.377 internal_count=2456 2314 142 is_linear=0 shrinkage=0.00102622 Tree=1225 num_leaves=4 num_cat=0 split_feature=133 1456 1 split_gain=18.4726 19.0704 0.736524 threshold=-0.39935999999999994 1.0000000180025095e-35 0.092810000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011418227530461756 0.00012850720240040512 -0.001146924745410869 -0.0018286491404278773 leaf_weight=5.2161968359723669 248.47705728001893 11.84267756808549 3.0625682473182678 leaf_count=110 2144 209 24 internal_value=0 7.00161e-05 -0.00141691 internal_weight=0 260.32 8.27877 internal_count=2487 2353 134 is_linear=0 shrinkage=0.00098637 Tree=1226 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=27.1302 22.8623 4.29185 threshold=1.0000000180025095e-35 -0.097754999999999995 0.085090000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010434025662701453 0.00013075469113543915 -8.8361775972236407e-05 0.00031502323358644651 leaf_weight=70.582246763631701 22.809114322066307 174.23729036655277 19.191765170544386 leaf_count=359 106 1890 98 internal_value=0 -3.27829e-05 0.000215568 internal_weight=0 244.82 42.0009 internal_count=2453 2249 204 is_linear=0 shrinkage=0.00028582 Tree=1227 num_leaves=4 num_cat=0 split_feature=4 12 3 split_gain=35.3666 28.2057 7.99226 threshold=0.28064000000000006 0.081095000000000014 0.11967000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4902157740380611e-05 0.00024632785954180922 -0.00014692399944901064 -1.6167432186639083e-05 leaf_weight=115.06412676535547 43.759872749447823 116.15101143810898 10.919759359210728 leaf_count=468 201 1723 79 internal_value=0 -5.14863e-05 0.00019398 internal_weight=0 231.215 54.6796 internal_count=2471 2191 280 is_linear=0 shrinkage=0.000274722 Tree=1228 num_leaves=4 num_cat=0 split_feature=4 454 3 split_gain=29.1705 23.382 10.0008 threshold=0.28064000000000006 1.0000000180025095e-35 0.11924500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.522670335071849e-05 0.00024100661796759435 0.0003848668082601579 -4.1046383729094906e-05 leaf_weight=230.03891327604651 43.280291341245174 9.3236983306705934 12.7394592911005 leaf_count=2172 195 25 81 internal_value=0 -4.75228e-05 0.000176911 internal_weight=0 239.363 56.0198 internal_count=2473 2197 276 is_linear=0 shrinkage=0.000280216 Tree=1229 num_leaves=4 num_cat=0 split_feature=12 0 43 split_gain=26.0219 22.126 20.3961 threshold=0.040165000000000006 -0.060094999999999989 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024329848418104828 -0.00017420281855114571 8.9762378668357032e-05 3.3280353117697565e-06 leaf_weight=52.317005269229412 102.39174735359848 43.124127928167582 95.94373682513833 leaf_count=231 1600 249 422 internal_value=0 -9.5967e-05 8.81265e-05 internal_weight=0 145.516 148.261 internal_count=2502 1849 653 is_linear=0 shrinkage=0.000309381 Tree=1230 num_leaves=4 num_cat=0 split_feature=52 3 157 split_gain=18.4709 17.5565 6.6901 threshold=0.17002500000000001 0.14363500000000004 0.058195000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8666618369392357e-06 -0.00087462316622698415 0.00081154528215830702 0.00034668539864517146 leaf_weight=218.87253741919994 19.397474013268951 19.052248697727919 3.3947699535638085 leaf_count=2028 252 117 24 internal_value=0 6.88943e-05 -0.000691911 internal_weight=0 237.925 22.7922 internal_count=2421 2145 276 is_linear=0 shrinkage=0.000809167 Tree=1231 num_leaves=4 num_cat=0 split_feature=1 15 52 split_gain=22.7068 23.8037 18.7397 threshold=0.090515000000000012 -0.006219999999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078682153794112268 -0.0010555342091404499 6.9366311627640752e-05 0.00031326163462512855 leaf_weight=51.198766497895122 9.0871650911867601 61.855605744756758 143.17762214317918 leaf_count=703 97 896 787 internal_value=0 -0.000318769 0.000230856 internal_weight=0 113.054 152.265 internal_count=2483 1599 884 is_linear=0 shrinkage=0.000929479 Tree=1232 num_leaves=4 num_cat=0 split_feature=15 31 3 split_gain=26.027 22.0219 4.20711 threshold=-0.37478999999999996 -1.0000000180025095e-35 -0.15057499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.530940279895e-05 0.00038696182764055549 -0.00010222428650688304 0.00028561353002976529 leaf_weight=4.6893481388688114 9.016144394874571 254.12106249295175 22.738006245344877 leaf_count=20 41 2251 160 internal_value=0 -8.53053e-05 0.000230824 internal_weight=0 263.137 27.4274 internal_count=2472 2292 180 is_linear=0 shrinkage=0.000309381 Tree=1233 num_leaves=4 num_cat=0 split_feature=1 484 39 split_gain=22.5181 18.1056 15.7493 threshold=0.099515000000000006 0.072260000000000005 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043931939145943217 7.7010289890098305e-05 0.00038960897506176386 0.00086297122447658373 leaf_weight=118.54221727885306 81.874249158427119 32.608080485835671 35.490454625338316 leaf_count=1620 435 243 216 internal_value=0 -0.000260336 0.000315277 internal_weight=0 151.15 117.365 internal_count=2514 1863 651 is_linear=0 shrinkage=0.00098637 Tree=1234 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=27.8175 22.9588 6.36563 threshold=1.0000000180025095e-35 -0.10939499999999998 0.077845000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016485615426794351 -5.5373128189791701e-05 -9.6998533605675496e-05 0.00027942273038030141 leaf_weight=38.050627982243896 6.4602828770875922 200.14259658847004 33.087093185633421 leaf_count=205 22 2056 177 internal_value=0 -5.51103e-05 0.00022473 internal_weight=0 238.193 39.5474 internal_count=2460 2261 199 is_linear=0 shrinkage=0.000309381 Tree=1235 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=23.2851 22.9179 18.5982 threshold=0.10098000000000001 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013822821018851176 -0.0003429766941900841 -0.00012989497721473987 0.000138025817269445 leaf_weight=37.892747834324837 7.8110330030322066 128.5033252146095 112.19833633676171 leaf_count=163 78 1650 541 internal_value=0 -6.87844e-05 0.000106428 internal_weight=0 166.396 120.009 internal_count=2432 1813 619 is_linear=0 shrinkage=0.000303315 Tree=1236 num_leaves=4 num_cat=0 split_feature=4 13 151 split_gain=25.136 23.6325 9.3803 threshold=0.28064000000000006 -0.24588999999999997 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025492031536262073 -0.00010853245450796301 -8.4519642229376351e-05 0.00022040963220955738 leaf_weight=18.064635053277016 8.4558985829353315 214.81975865736604 41.679691329598427 leaf_count=71 31 2137 216 internal_value=0 -5.80797e-05 0.000164812 internal_weight=0 232.884 50.1356 internal_count=2455 2208 247 is_linear=0 shrinkage=0.00028582 Tree=1237 num_leaves=4 num_cat=0 split_feature=123 3 124 split_gain=20.4981 27.1831 7.05563 threshold=1.0000000180025095e-35 -0.10072999999999999 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032889321652903745 0.00072606524915054635 -0.00034799691924560265 -0.00022055171378226657 leaf_weight=64.146614596247673 30.916505940258503 155.97451404388994 7.4451396092772475 leaf_count=336 166 1900 50 internal_value=0 -0.000150674 0.000542241 internal_weight=0 220.121 38.3616 internal_count=2452 2236 216 is_linear=0 shrinkage=0.000875869 Tree=1238 num_leaves=4 num_cat=0 split_feature=133 13 4 split_gain=19.5613 23.1986 0.838574 threshold=-0.39935999999999994 -0.10939499999999998 0.056960000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001076628332875381 0.00071858331128607923 -4.3981389868058828e-05 -0.0017515337138107915 leaf_weight=4.9376619039103371 40.749405182898045 220.13134297449142 3.3232146836817265 leaf_count=107 213 2129 23 internal_value=0 7.53879e-05 -0.00136792 internal_weight=0 260.881 8.26088 internal_count=2472 2342 130 is_linear=0 shrinkage=0.000929479 Tree=1239 num_leaves=4 num_cat=0 split_feature=52 2 160 split_gain=20.332 20.1559 3.07984 threshold=-0.25691499999999995 0.090510000000000021 0.031805000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010390409033407312 -0.00023390374181396178 0.00031585948403599915 -2.4862832517840649e-05 leaf_weight=18.041679637506608 105.92463249806315 137.79067669436336 3.1664219666272393 leaf_count=221 1269 900 49 internal_value=0 7.69213e-05 -0.000888547 internal_weight=0 243.715 21.2081 internal_count=2439 2169 270 is_linear=0 shrinkage=0.000948068 Tree=1240 num_leaves=4 num_cat=0 split_feature=15 484 43 split_gain=24.7725 24.8191 12.9163 threshold=0.035895000000000003 -0.0068949999999999992 -0.083394999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027624187820096636 6.0563464647727157e-05 7.388229674695582e-05 -0.00029410950463882994 leaf_weight=22.170741126872599 13.894262300804256 211.87796495854855 38.256174891255796 leaf_count=289 182 1230 773 internal_value=0 4.05998e-05 -0.000199688 internal_weight=0 234.049 52.1504 internal_count=2474 1519 955 is_linear=0 shrinkage=0.000315569 Tree=1241 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=28.5776 23.502 19.686 threshold=0.079890000000000017 0.12796000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023058290014958558 -0.00015442930445546058 0.00027409682836572859 -4.3616653610265114e-06 leaf_weight=53.410465154796839 128.38889498915523 13.438538782298563 94.232778750360012 leaf_count=244 1781 55 427 internal_value=0 -0.000113641 8.07407e-05 internal_weight=0 141.827 147.643 internal_count=2507 1836 671 is_linear=0 shrinkage=0.000309381 Tree=1242 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=32.8136 34.0521 24.1691 threshold=0.094435000000000005 -0.097754999999999995 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013638444888499509 -0.00034064731115666458 -0.00018500743586607961 0.0001406388830621881 leaf_weight=40.312834220007062 9.8274250179529172 104.54896279145032 129.61662123724818 leaf_count=215 95 1502 628 internal_value=0 -9.55327e-05 0.000106474 internal_weight=0 144.862 139.444 internal_count=2440 1717 723 is_linear=0 shrinkage=0.000297367 Tree=1243 num_leaves=4 num_cat=0 split_feature=128 155 2 split_gain=18.6903 17.4807 3.06892 threshold=0.085185000000000025 0.083440000000000014 0.10855000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014645174462091709 -0.0014298730808869418 -0.00098407037711646011 -0.00024256746726919207 leaf_weight=240.83973161969334 9.8073493363335711 14.577252693474291 2.8996639633551231 leaf_count=2123 146 172 27 internal_value=0 8.15272e-05 -0.00116342 internal_weight=0 255.417 12.707 internal_count=2468 2295 173 is_linear=0 shrinkage=0.0010061 Tree=1244 num_leaves=4 num_cat=0 split_feature=15 484 13 split_gain=20.1437 19.5097 11.0287 threshold=0.084050000000000014 -0.0068949999999999992 0.14530000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071918758201507148 -0.00085649286596763726 0.00018618843568532367 0.000588698190278366 leaf_weight=22.681055954657495 31.033588051795959 210.12181756831706 5.2634911909699431 leaf_count=307 775 1336 56 internal_value=0 9.76779e-05 -0.000645758 internal_weight=0 232.803 36.2971 internal_count=2474 1643 831 is_linear=0 shrinkage=0.000929479 Tree=1245 num_leaves=4 num_cat=0 split_feature=1 457 0 split_gain=23.4711 21.9224 20.0339 threshold=0.089790000000000023 0.069910000000000014 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060890621966217266 3.2186218242370098e-05 0.00088616369985739028 0.00020124417532578471 leaf_weight=74.504336489364505 128.09003977291286 29.412848379462957 36.104628283530474 leaf_count=1391 800 122 182 internal_value=0 0.000192178 -0.000344523 internal_weight=0 157.503 110.609 internal_count=2495 922 1573 is_linear=0 shrinkage=0.000893386 Tree=1246 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=20.5399 21.6979 9.86323 threshold=0.27190000000000009 0.079915000000000014 0.11553500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1001032135911808e-05 0.00073714844704292934 -0.0011906308348847809 -0.0003945276473803281 leaf_weight=203.19273564312607 41.099902205169201 14.855234012007712 7.8608429431915274 leaf_count=2058 258 118 30 internal_value=0 -0.000110575 0.000554968 internal_weight=0 218.048 48.9607 internal_count=2464 2176 288 is_linear=0 shrinkage=0.000929479 Tree=1247 num_leaves=4 num_cat=0 split_feature=12 1 4 split_gain=23.9363 22.3628 20.7342 threshold=0.083325000000000024 0.12796000000000002 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00091288237005022674 -0.00044935743348335896 0.0011103013819364525 0.00035895522912887722 leaf_weight=12.478289537131785 104.5273545216769 8.8654495999217016 136.203562727198 leaf_count=71 1648 40 659 internal_value=0 -0.000326443 0.000251608 internal_weight=0 113.393 148.682 internal_count=2418 1688 730 is_linear=0 shrinkage=0.000948068 Tree=1248 num_leaves=4 num_cat=0 split_feature=15 41 1 split_gain=17.8918 18.7606 15.5092 threshold=0.084050000000000014 0.083035000000000012 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016812680856499685 -0.0007746094364339788 -0.00084566544829812367 0.00055676548121780689 leaf_weight=217.82453424017876 29.532820982858539 13.076322890818117 7.3736321479082099 leaf_count=1569 813 79 25 internal_value=0 0.000110332 -0.000507731 internal_weight=0 230.901 36.9065 internal_count=2486 1648 838 is_linear=0 shrinkage=0.00082535 Tree=1249 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=23.4275 30.2871 20.5134 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022784477253703049 -0.00028482229325170027 9.112583087184285e-05 6.3716541975992132e-05 leaf_weight=51.290950153023005 10.936952091753481 28.655374560505152 195.00362144224346 leaf_count=1107 111 136 1082 internal_value=0 -0.000113548 4.50619e-05 internal_weight=0 79.9463 205.941 internal_count=2436 1243 1193 is_linear=0 shrinkage=0.000248824 Tree=1250 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=27.3352 23.8978 9.50117 threshold=0.27190000000000009 -0.18749999999999997 0.11280000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021164831987869248 0.00020027369915682198 -0.00011270359619589598 -0.00015761152231714555 leaf_weight=20.182109192013741 42.055071301758289 217.76606769859791 6.9916002899408332 leaf_count=87 252 2121 28 internal_value=0 -8.51064e-05 0.000149014 internal_weight=0 237.948 49.0467 internal_count=2488 2208 280 is_linear=0 shrinkage=0.00028582 Tree=1251 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=31.6108 24.6579 19.5973 threshold=0.083325000000000024 0.12796000000000002 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023147354744757365 -0.00016702026722475002 0.00029772743845285374 3.8233885317387878e-06 leaf_weight=56.026614964008331 114.49610797408968 11.976423282176254 101.89448840916157 leaf_count=268 1712 49 464 internal_value=0 -0.000122786 8.4695e-05 internal_weight=0 126.473 157.921 internal_count=2493 1761 732 is_linear=0 shrinkage=0.000309381 Tree=1252 num_leaves=4 num_cat=0 split_feature=4 48 151 split_gain=26.8537 22.7284 7.82356 threshold=0.28064000000000006 0.083570000000000019 -0.084084999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7672131267258276e-05 -6.4381890740780105e-05 9.6478685629132807e-05 0.00024310722480939961 leaf_weight=153.82024794444442 8.2693441510200483 76.720247983932495 45.409960281103849 leaf_count=1725 32 422 249 internal_value=0 -3.30463e-05 0.000195703 internal_weight=0 230.54 53.6793 internal_count=2428 2147 281 is_linear=0 shrinkage=0.000291537 Tree=1253 num_leaves=4 num_cat=0 split_feature=13 4 2 split_gain=21.332 20.7854 2.00337 threshold=-0.23438999999999996 0.28064000000000006 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012699592953609486 -0.00028115214205315272 0.00052203764238793597 0.00064349763567123097 leaf_weight=9.5792593173682707 193.52671859506518 43.065944958478212 14.470243357121943 leaf_count=44 2119 217 99 internal_value=0 -0.000134773 0.000897755 internal_weight=0 236.593 24.0495 internal_count=2479 2336 143 is_linear=0 shrinkage=0.00104674 Tree=1254 num_leaves=4 num_cat=0 split_feature=457 3 52 split_gain=20.1783 17.6494 14.826 threshold=0.080930000000000016 0.18307500000000002 -0.088284999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015001255258320647 -0.00052015498213577548 0.00071842274728155166 0.00067255338295313339 leaf_weight=205.89249957166612 7.4593001455068579 15.089591093361376 38.205650702118874 leaf_count=2168 49 105 163 internal_value=0 -9.03783e-05 0.000476931 internal_weight=0 220.982 45.665 internal_count=2485 2273 212 is_linear=0 shrinkage=0.000777746 Tree=1255 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=24.2732 26.411 26.3283 threshold=0.077765000000000015 -0.055219999999999998 0.077555000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026099836135452049 7.0395597225226826e-05 6.280060442707093e-05 -0.00016311696166116096 leaf_weight=64.158044354990125 150.96454906836152 28.519441299140453 50.503531284630299 leaf_count=1160 888 137 281 internal_value=0 -0.000161401 1.18011e-05 internal_weight=0 92.6775 201.468 internal_count=2466 1297 1169 is_linear=0 shrinkage=0.000280216 Tree=1256 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=32.8564 25.4155 23.0509 threshold=0.10098000000000001 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011890783795659618 -0.00030933503605944573 -0.00013818514038974557 0.00012629609390771236 leaf_weight=33.525040477514267 9.0436860155314189 132.29798620007932 113.75639098882675 leaf_count=143 87 1685 529 internal_value=0 -8.61626e-05 9.39612e-05 internal_weight=0 165.823 122.8 internal_count=2444 1828 616 is_linear=0 shrinkage=0.000264054 Tree=1257 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=29.1288 30.6428 23.0475 threshold=1.0000000180025095e-35 -0.10092 0.080745000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016246472538467379 9.7747579212191987e-05 -0.00024793575174042427 -0.00016023457090928514 leaf_weight=19.515139482915401 167.23439350165427 61.366243474185467 33.940421124920249 leaf_count=68 936 1197 233 internal_value=0 -0.000148826 5.41582e-05 internal_weight=0 80.8814 201.175 internal_count=2434 1265 1169 is_linear=0 shrinkage=0.00028582 Tree=1258 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=18.8551 33.1653 21.4525 threshold=0.089790000000000023 -0.10072999999999999 0.07536000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051481104508894365 5.8187913607211494e-05 -0.00050838121667705067 0.0007568355622629946 leaf_weight=33.333206042647362 110.73035567998886 77.388042613863945 45.716228645294905 leaf_count=176 709 1371 210 internal_value=0 -0.000200135 0.000262739 internal_weight=0 110.721 156.447 internal_count=2466 1547 919 is_linear=0 shrinkage=0.000858695 Tree=1259 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=30.0556 28.8934 24.049 threshold=0.086105000000000015 0.10812000000000001 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018693218465153886 -0.00012870316963311902 0.00036918361898306633 0.00010775186710938056 leaf_weight=89.167074169963598 44.322875978425145 7.889280028641223 140.75566427409649 leaf_count=1386 405 18 657 internal_value=0 -0.000141355 5.10817e-05 internal_weight=0 97.0564 185.079 internal_count=2466 1404 1062 is_linear=0 shrinkage=0.000280216 Tree=1260 num_leaves=4 num_cat=0 split_feature=12 43 1 split_gain=32.2548 22.1658 20.1465 threshold=0.079570000000000016 -0.042884999999999993 0.12608000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023973167203098099 -0.00014114055385517808 2.7224603487905828e-06 0.00027743035683172173 leaf_weight=53.182049848139286 123.61803425848484 90.480574503540993 10.508489437401293 leaf_count=238 1759 416 45 internal_value=0 9.05786e-05 -0.000108142 internal_weight=0 143.663 134.127 internal_count=2458 654 1804 is_linear=0 shrinkage=0.000291537 Tree=1261 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=26.6603 38.2715 26.7625 threshold=0.088975000000000012 -0.060094999999999989 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021137532471694458 0.00012677428871672779 0.00011777655428068401 -0.00012055752244631687 leaf_weight=78.695193869061768 137.29873827658594 40.202631067484617 43.363671321421862 leaf_count=1352 752 183 225 internal_value=0 -0.000100074 6.73703e-05 internal_weight=0 118.898 180.662 internal_count=2512 1535 977 is_linear=0 shrinkage=0.000274722 Tree=1262 num_leaves=4 num_cat=0 split_feature=457 376 15 split_gain=20.7639 24.9725 7.90878 threshold=0.080930000000000016 1.0000000180025095e-35 -0.040504999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020888063781912764 0.00082315541991698552 0.0007775429775765375 0.00010002314839952655 leaf_weight=196.97381360270083 23.865962386131287 19.074683703482151 18.125507172197104 leaf_count=2153 87 93 102 internal_value=0 -0.000121433 0.000512113 internal_weight=0 216.048 41.9915 internal_count=2435 2246 189 is_linear=0 shrinkage=0.00082535 Tree=1263 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=25.8706 30.8536 23.7853 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.011819999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002343304100185719 0.00019521587814238972 9.7753441736949168e-05 -3.8449475482943113e-06 leaf_weight=54.061381058767438 51.110789064317942 26.928447021171451 157.70114473998547 leaf_count=1136 270 133 936 internal_value=0 -0.000123933 4.49576e-05 internal_weight=0 80.9898 208.812 internal_count=2475 1269 1206 is_linear=0 shrinkage=0.0002538 Tree=1264 num_leaves=4 num_cat=0 split_feature=4 31 3 split_gain=26.7127 20.4783 11.8393 threshold=0.30163500000000004 -1.0000000180025095e-35 0.11078 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035510802413824238 0.0002660628337314674 -6.6539149877360313e-05 -2.3725392154761359e-05 leaf_weight=9.3046348392963392 34.557593692094088 229.74424981698394 16.23759426549077 leaf_count=36 174 2192 94 internal_value=0 -4.99686e-05 0.000173578 internal_weight=0 239.049 50.7952 internal_count=2496 2228 268 is_linear=0 shrinkage=0.000280216 Tree=1265 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=21.7974 19.8784 1.42957 threshold=-0.37478999999999996 -0.12948499999999999 -0.46596499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000508569638535076 0.00037510786287471413 -0.00026695445259784144 0.0010436882508496797 leaf_weight=7.6540765501558807 72.988787675276399 166.22566430550069 19.588615957647562 leaf_count=40 322 1978 143 internal_value=0 -7.09654e-05 0.000896039 internal_weight=0 239.214 27.2427 internal_count=2483 2300 183 is_linear=0 shrinkage=0.00102622 Tree=1266 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=25.5901 21.1344 17.5582 threshold=0.083325000000000024 0.12796000000000002 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011931854316348587 -0.0001440416959781857 0.00028019811220178666 -0.00018783927138464233 leaf_weight=136.82730394788086 121.09943139646202 12.284800127148626 20.374911285936832 leaf_count=627 1703 52 105 internal_value=0 -0.000104767 7.94026e-05 internal_weight=0 133.384 157.202 internal_count=2487 1755 732 is_linear=0 shrinkage=0.000309381 Tree=1267 num_leaves=4 num_cat=0 split_feature=12 0 16 split_gain=35.2974 29.5532 17.683 threshold=0.083325000000000024 -0.060094999999999989 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013051303979089762 -0.00020662470273750432 9.1089258081000874e-05 -0.00014749275158174263 leaf_weight=136.38632248155773 90.150801944546402 41.231619291007519 22.581244118511677 leaf_count=607 1494 244 111 internal_value=0 -0.000113195 9.09465e-05 internal_weight=0 131.382 158.968 internal_count=2456 1738 718 is_linear=0 shrinkage=0.000291537 Tree=1268 num_leaves=4 num_cat=0 split_feature=4 0 47 split_gain=22.8385 27.5244 11.45 threshold=0.27416000000000007 -0.11437499999999999 0.10843500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011919120954223712 0.00021687506369245723 -8.9187117741004336e-05 -0.00014540441774501151 leaf_weight=66.012129046022892 46.524019215255976 172.94559821300209 7.586398556828498 leaf_count=278 243 1928 30 internal_value=0 -3.15937e-05 0.000165887 internal_weight=0 238.958 54.1104 internal_count=2479 2206 273 is_linear=0 shrinkage=0.000274722 Tree=1269 num_leaves=4 num_cat=0 split_feature=1 1429 52 split_gain=28.0571 24.0796 18.5293 threshold=0.10098000000000001 0.084545000000000009 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001347817510448104 -0.00028715051259638956 0.00021922604917140129 0.00013591258589224471 leaf_weight=146.97691392619163 10.317342154681681 19.989521231502295 110.48197526484728 leaf_count=1701 90 129 534 internal_value=0 -9.22808e-05 9.95468e-05 internal_weight=0 166.966 120.799 internal_count=2454 1830 624 is_linear=0 shrinkage=0.000303315 Tree=1270 num_leaves=4 num_cat=0 split_feature=16 52 124 split_gain=21.5905 24.8091 9.77779 threshold=0.26746000000000009 -0.049149999999999992 0.0049200000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004749268138388723 -0.00094631701968293498 -0.00014738078134910452 0.00055484486490181919 leaf_weight=80.152471420355141 26.77645707689226 157.63672404922545 4.0853425785899153 leaf_count=501 285 1695 16 internal_value=0 6.25075e-05 -0.000746313 internal_weight=0 237.789 30.8618 internal_count=2497 2196 301 is_linear=0 shrinkage=0.000911254 Tree=1271 num_leaves=4 num_cat=0 split_feature=376 3 1 split_gain=20.7631 22.6943 3.03279 threshold=0.048375000000000008 -0.097754999999999995 0.093205000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030971639952519952 0.00024897531364382182 -0.00027890476246375247 0.00093033643958389666 leaf_weight=71.385535347275436 7.1247658580541637 169.00148572493345 17.64833764359355 leaf_count=381 20 1930 107 internal_value=0 -0.000104045 0.000736378 internal_weight=0 240.387 24.7731 internal_count=2438 2311 127 is_linear=0 shrinkage=0.000875869 Tree=1272 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=19.2502 41.9907 25.72 threshold=-0.10072999999999999 -0.057699999999999994 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00088802947003727086 -0.00084060060924274235 0.00015131782916798746 -0.00042378154679560221 leaf_weight=45.411380393430591 63.565417946316302 134.25311238132417 22.57728923112154 leaf_count=210 1416 690 138 internal_value=0 -0.000167712 0.00045243 internal_weight=0 197.819 67.9887 internal_count=2454 2106 348 is_linear=0 shrinkage=0.0010061 Tree=1273 num_leaves=4 num_cat=0 split_feature=376 457 1 split_gain=19.967 20.1855 2.07304 threshold=0.048375000000000008 0.080930000000000016 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017447179130693259 0.00029532497660356654 0.00046367786792210166 0.00077823148009699764 leaf_weight=206.0903305625543 8.1573939770460147 36.644333060830832 19.175176844000816 leaf_count=2168 21 166 113 internal_value=0 -7.79644e-05 0.000635901 internal_weight=0 242.735 27.3326 internal_count=2468 2334 134 is_linear=0 shrinkage=0.000793301 Tree=1274 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=26.7179 23.6101 12.3657 threshold=0.27626000000000001 0.040165000000000006 -0.25691999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0013295865862636e-05 -0.00011790926282288979 -0.00011686680232362478 0.00022246170542206595 leaf_weight=112.14169930294156 8.8170706182718259 124.77790420874953 45.568560615181923 leaf_count=444 32 1781 242 internal_value=0 -3.78908e-05 0.000167151 internal_weight=0 236.92 54.3856 internal_count=2499 2225 274 is_linear=0 shrinkage=0.000264054 Tree=1275 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=32.0337 24.5948 19.7363 threshold=0.089790000000000023 -0.12077499999999998 -0.009184999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011243718361301243 0.00022439718923337437 -0.00017578837820199169 1.9810793876782612e-05 leaf_weight=29.567195743322372 50.408912625163794 90.540374570526183 120.4820124451071 leaf_count=127 271 1402 654 internal_value=0 -0.000104796 8.02665e-05 internal_weight=0 120.108 170.891 internal_count=2454 1529 925 is_linear=0 shrinkage=0.000274722 Tree=1276 num_leaves=4 num_cat=0 split_feature=52 0 48 split_gain=23.9252 27.533 4.74522 threshold=-0.24526499999999998 -0.060129999999999996 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001087571899957167 -6.8270469650662661e-05 0.00062668329121220653 2.9422563852045072e-05 leaf_weight=17.524104060605172 178.7828788952902 64.267496533691883 3.8399914149194947 leaf_count=254 1861 309 26 internal_value=0 0.000115693 -0.000887696 internal_weight=0 243.05 21.3641 internal_count=2450 2170 280 is_linear=0 shrinkage=0.000911254 Tree=1277 num_leaves=4 num_cat=0 split_feature=49 484 160 split_gain=21.3242 25.0006 13.3613 threshold=-0.043469999999999995 0.072260000000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040775193874921468 -0.00032456077712176705 0.00043449277280197337 0.000545243430866687 leaf_weight=12.259029526263474 154.53865920193493 36.440645141527057 53.122919095680118 leaf_count=92 1842 261 225 internal_value=0 -0.000179557 0.000366166 internal_weight=0 190.979 65.3819 internal_count=2420 2103 317 is_linear=0 shrinkage=0.00082535 Tree=1278 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=28.5407 20.7908 20.4916 threshold=0.099195000000000019 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3381865625798735e-05 -0.00030140022139514523 -0.00014534293573005238 0.00010382052411072256 leaf_weight=31.946380350738764 9.3029280453920347 123.46593366377056 115.30449557676911 leaf_count=141 91 1668 559 internal_value=0 -9.6239e-05 7.33242e-05 internal_weight=0 155.412 124.607 internal_count=2459 1809 650 is_linear=0 shrinkage=0.000264054 Tree=1279 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=18.5891 21.1684 threshold=-1.0000000180025095e-35 0.089810000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.001314716552536978 -0.00048619975615626579 0.00014852210918299999 leaf_weight=11.002568889409302 97.337254513986409 155.33685802482069 leaf_count=69 1252 1151 internal_value=0 -9.60979e-05 internal_weight=0 252.674 internal_count=2472 2403 is_linear=0 shrinkage=0.00106768 Tree=1280 num_leaves=4 num_cat=0 split_feature=1456 1456 12 split_gain=18.8621 18.895 0.0213782 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.077995000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013407618500564517 8.686486389105815e-05 -0.0012057365648316151 -0.0010937717000085714 leaf_weight=4.1117703877389422 239.41711462009698 11.420489564538 8.9797307886183244 leaf_count=30 2041 219 190 internal_value=0 2.75018e-05 -0.00118206 internal_weight=0 250.838 13.0915 internal_count=2480 2260 220 is_linear=0 shrinkage=0.00098637 Tree=1281 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=27.1427 23.6896 22.3846 threshold=0.10098000000000001 0.086785000000000015 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016580631538327446 0.00016387621472896177 -0.00012723234276456144 7.4112998799599991e-05 leaf_weight=118.20673997327685 86.410460539162159 32.659329224377871 45.78960981592536 leaf_count=1645 456 166 213 internal_value=0 8.39843e-05 -9.88133e-05 internal_weight=0 119.07 163.996 internal_count=2480 622 1858 is_linear=0 shrinkage=0.000291537 Tree=1282 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=27.9203 34.2508 30.3155 threshold=0.094405000000000003 -0.10072999999999999 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014570473277243867 -0.00039903513604342929 -0.00020512739662183806 0.00013725342389774795 leaf_weight=39.742230398580432 11.806715019047259 104.26646760758013 130.8073973339051 leaf_count=203 111 1519 635 internal_value=0 -0.00010827 9.2577e-05 internal_weight=0 144.009 142.614 internal_count=2468 1722 746 is_linear=0 shrinkage=0.00032188 Tree=1283 num_leaves=4 num_cat=0 split_feature=4 0 47 split_gain=23.0536 24.2036 9.54221 threshold=0.28064000000000006 -0.10674499999999999 0.10678000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9288924986954004e-05 0.0002327140039678906 -0.00011172703334356826 -0.00013222816176299834 leaf_weight=73.140766790136695 44.267459437251091 157.5283332420513 7.6663630455732337 leaf_count=329 238 1861 30 internal_value=0 -4.48022e-05 0.000178673 internal_weight=0 230.669 51.9338 internal_count=2458 2190 268 is_linear=0 shrinkage=0.000303315 Tree=1284 num_leaves=4 num_cat=0 split_feature=50 15 3 split_gain=18.8561 22.864 15.6875 threshold=0.085685000000000011 -0.24269999999999997 0.17646500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00094626104463346359 -0.00093189902222500518 -1.6214322208280152e-05 0.0010902174553510846 leaf_weight=25.903510205447674 29.212950550951064 204.58322064951062 3.9925859719514838 leaf_count=173 442 1827 17 internal_value=0 9.23615e-05 -0.000685916 internal_weight=0 230.487 33.2055 internal_count=2459 2000 459 is_linear=0 shrinkage=0.00096703 Tree=1285 num_leaves=4 num_cat=0 split_feature=12 43 4 split_gain=24.2996 23.6767 21.1228 threshold=0.079890000000000017 -0.048759999999999991 0.23716000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022536727271845004 -0.00013367858812053811 -3.077713951991824e-06 0.00013877394323605591 leaf_weight=53.529464103281498 110.57373047620058 94.66530591621995 26.549373742192984 leaf_count=246 1698 423 108 internal_value=0 7.95468e-05 -8.08569e-05 internal_weight=0 148.195 137.123 internal_count=2475 669 1806 is_linear=0 shrinkage=0.000274722 Tree=1286 num_leaves=4 num_cat=0 split_feature=12 47 4 split_gain=19.96 24.317 22.0399 threshold=0.083325000000000024 0.078875000000000015 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039779272520994863 -0.00050152299849839466 -0.00051068742575561101 0.00040244872111518505 leaf_weight=115.80030052550137 88.543368220329285 29.398394614458084 28.337002847343683 leaf_count=599 1619 140 128 internal_value=0 0.000213601 -0.000282185 internal_weight=0 145.199 116.88 internal_count=2486 739 1747 is_linear=0 shrinkage=0.000893386 Tree=1287 num_leaves=4 num_cat=0 split_feature=4 13 151 split_gain=28.6302 29.6945 8.00058 threshold=0.27190000000000009 -0.18749999999999997 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026813787958561165 -5.7415860940472585e-05 -7.7485420067354647e-05 0.00021803050804818504 leaf_weight=20.515254065394402 9.5209894329309446 207.49590524844825 47.149475865066051 leaf_count=81 36 2110 251 internal_value=0 -4.62717e-05 0.000171732 internal_weight=0 228.011 56.6705 internal_count=2478 2191 287 is_linear=0 shrinkage=0.000274722 Tree=1288 num_leaves=4 num_cat=0 split_feature=4 376 151 split_gain=23.6587 23.9826 6.03693 threshold=0.28064000000000006 0.048375000000000008 -0.083969999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1362601705411515e-05 -5.0643833617287696e-05 0.00022265078691623773 0.00021419843251801429 leaf_weight=207.31291756313294 8.0041132830083352 24.231595747172832 42.019393265247345 leaf_count=2120 31 95 234 internal_value=0 -4.05008e-05 0.000171803 internal_weight=0 231.545 50.0235 internal_count=2480 2215 265 is_linear=0 shrinkage=0.000280216 Tree=1289 num_leaves=4 num_cat=0 split_feature=1 457 48 split_gain=32.2695 24.7811 12.0665 threshold=0.10491000000000002 0.082380000000000009 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010726106535630201 0.00016364375016987603 0.00014698297876269333 -9.3709162315620424e-05 leaf_weight=150.85814632289112 90.253987912088633 33.987425547093153 15.405110165476797 leaf_count=1786 470 145 57 internal_value=0 -6.04527e-05 0.000126062 internal_weight=0 184.846 105.659 internal_count=2458 1931 527 is_linear=0 shrinkage=0.000269335 Tree=1290 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=29.2504 30.6652 23.9878 threshold=0.094090000000000021 -0.10072999999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011469607008311278 -0.00031941959360990471 -0.00016772307316761134 0.00012286786442768051 leaf_weight=42.46203844435513 10.257167816162108 103.78199874795973 135.67253609374166 leaf_count=212 103 1499 659 internal_value=0 -8.56975e-05 9.15591e-05 internal_weight=0 146.244 145.93 internal_count=2473 1711 762 is_linear=0 shrinkage=0.000280216 Tree=1291 num_leaves=4 num_cat=0 split_feature=1 15 159 split_gain=29.7063 21.4 14.22 threshold=0.10508500000000001 0.084050000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5833397556863764e-05 -0.00018802048501990554 -0.00028653720423500912 0.00018284408987119335 leaf_weight=156.96257578022778 11.010413624346254 33.900206549093127 91.009257523342967 leaf_count=1161 56 805 463 internal_value=0 -6.40544e-05 0.000142656 internal_weight=0 190.863 102.02 internal_count=2485 1966 519 is_linear=0 shrinkage=0.000309381 Tree=1292 num_leaves=4 num_cat=0 split_feature=128 1 52 split_gain=21.5919 18.3255 1.91565 threshold=1.0000000180025095e-35 0.089790000000000023 -0.14986499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025374481348259409 -0.00047302858244767176 0.00025425227063853318 -0.0013612636762112228 leaf_weight=105.45711930654943 2.8263795021921387 146.35806453041732 10.312486062757669 leaf_count=1446 36 844 156 internal_value=0 4.14911e-05 -0.0011758 internal_weight=0 251.815 13.1389 internal_count=2482 2290 192 is_linear=0 shrinkage=0.000929479 Tree=1293 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=19.1067 23.7462 15.292 threshold=0.10538500000000002 -0.097754999999999995 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037806844523014991 0.00057982047149945535 -0.00040051157475393345 -0.0002298794069339201 leaf_weight=46.586039992049336 66.197038315236568 122.91121695376933 28.875332875177264 leaf_count=262 384 1690 146 internal_value=0 -0.000186412 0.000333918 internal_weight=0 169.497 95.0724 internal_count=2482 1952 530 is_linear=0 shrinkage=0.000929479 Tree=1294 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=24.2701 24.6738 16.1463 threshold=0.091615000000000016 -0.060094999999999989 0.27020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067575115993603115 0.00039624129026402351 0.00030951856662304877 -0.00062815941838188457 leaf_weight=82.781031563878059 125.26275689713657 39.453419497236609 18.506587397307158 leaf_count=1472 693 196 149 internal_value=0 -0.000357745 0.00026399 internal_weight=0 122.234 143.769 internal_count=2510 1668 842 is_linear=0 shrinkage=0.00102622 Tree=1295 num_leaves=4 num_cat=0 split_feature=15 41 4 split_gain=19.0731 17.1254 12.4576 threshold=0.084050000000000014 0.083035000000000012 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018171954924004854 -0.00080318179865197293 -0.00087884193390231724 0.00087170776940426718 leaf_weight=213.28753252886236 32.298003516159952 13.907279439270495 4.2585358135402194 leaf_count=1543 812 85 19 internal_value=0 0.000116398 -0.000606005 internal_weight=0 227.195 36.5565 internal_count=2459 1628 831 is_linear=0 shrinkage=0.000929479 Tree=1296 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=23.5553 31.3022 19.6575 threshold=0.099195000000000019 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015665833142134689 -0.00032483839549049933 -0.00014155197818329648 0.00012234753336468155 leaf_weight=37.434762950986624 8.5004782695323211 122.81230800226331 119.77085351571441 leaf_count=156 85 1660 582 internal_value=0 -7.18274e-05 9.24553e-05 internal_weight=0 160.247 128.271 internal_count=2483 1816 667 is_linear=0 shrinkage=0.00028582 Tree=1297 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=24.9758 23.3008 16.6443 threshold=0.090515000000000012 0.086785000000000015 0.053930000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051150499547564872 0.00040191245631703682 -0.00040350093597666097 0.00036366386218652624 leaf_weight=89.414488728158176 111.17011268623173 36.525212399661541 20.400394931435585 leaf_count=1541 676 206 66 internal_value=0 0.000202578 -0.000348719 internal_weight=0 147.695 109.815 internal_count=2489 882 1607 is_linear=0 shrinkage=0.000875869 Tree=1298 num_leaves=4 num_cat=0 split_feature=52 160 49 split_gain=25.6135 24.0403 1.00179 threshold=-0.29521499999999995 -0.40446999999999994 -0.067339999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044044981792708943 -0.0012957139586385286 0.00014088317756391939 -0.0011774432433823319 leaf_weight=2.1979106869548586 11.811781526543198 228.80402294546366 17.463886748999357 leaf_count=16 190 1990 257 internal_value=0 6.9791e-05 -0.00109802 internal_weight=0 240.616 19.6618 internal_count=2453 2180 273 is_linear=0 shrinkage=0.00098637 Tree=1299 num_leaves=4 num_cat=0 split_feature=13 123 0 split_gain=24.5748 26.1902 2.99648 threshold=-0.16901999999999998 1.0000000180025095e-35 -0.14203999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014396514583520973 -0.00027277370316187852 0.00063450993675901813 0.00099347581472993495 leaf_weight=4.6007150858640697 199.15632792748511 33.281367674469948 20.657235495746136 leaf_count=30 2138 187 120 internal_value=0 -0.000142622 0.000840056 internal_weight=0 232.438 25.258 internal_count=2475 2325 150 is_linear=0 shrinkage=0.000948068 Tree=1300 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=24.2614 30.9215 22.1118 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.39518999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028309029504865711 -0.0002793548511139631 0.00011840084136075824 8.9135498866590838e-05 leaf_weight=52.412807609885931 16.918724693357944 28.150453766807914 184.1336082611233 leaf_count=1137 123 140 1079 internal_value=0 -0.000142831 5.79885e-05 internal_weight=0 80.5633 201.052 internal_count=2479 1277 1202 is_linear=0 shrinkage=0.000309381 Tree=1301 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=25.3818 25.3458 20.3435 threshold=0.077765000000000015 -0.059114999999999994 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025003798339087404 0.00022716019137465165 8.6499390760093133e-05 3.4875179827280641e-06 leaf_weight=54.641217929311097 42.139891069382429 27.37679074332118 155.40195401385427 leaf_count=1153 246 136 926 internal_value=0 -0.00013774 5.13033e-05 internal_weight=0 82.018 197.542 internal_count=2461 1289 1172 is_linear=0 shrinkage=0.00028582 Tree=1302 num_leaves=4 num_cat=0 split_feature=52 484 131 split_gain=25.2148 26.3335 3.72893 threshold=-0.29521499999999995 -0.0068949999999999992 0.090280000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010506639782389604 -0.00072882007824739904 0.00023053830440601249 9.8187058767729642e-05 leaf_weight=16.737187794409696 24.246371109038591 222.06896492559463 2.4664548374712458 leaf_count=244 375 1850 39 internal_value=0 0.000135814 -0.000903395 internal_weight=0 246.315 19.2036 internal_count=2508 2225 283 is_linear=0 shrinkage=0.000875869 Tree=1303 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=35.6851 24.4845 23.4643 threshold=0.085995000000000016 0.26760500000000004 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016538125556931648 9.9200024008077074e-05 -0.00020989094423350829 0.00028512093018799882 leaf_weight=90.323030958883464 162.06434882618487 19.10415125079453 8.3728380873799306 leaf_count=1375 900 161 20 internal_value=0 6.6497e-05 -0.000126883 internal_weight=0 181.169 98.6959 internal_count=2456 1061 1395 is_linear=0 shrinkage=0.000258876 Tree=1304 num_leaves=4 num_cat=0 split_feature=4 376 3 split_gain=22.3765 19.1304 9.30621 threshold=0.28064000000000006 0.048375000000000008 0.11967000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010098919979564755 0.00022477908730419614 0.00019206213413489314 -0.0001053882113620799 leaf_weight=217.30733292363584 35.22971735522151 21.557230085134506 9.5270726494491083 leaf_count=2092 189 96 78 internal_value=0 -7.44641e-05 0.000154411 internal_weight=0 238.865 44.7568 internal_count=2455 2188 267 is_linear=0 shrinkage=0.000297367 Tree=1305 num_leaves=4 num_cat=0 split_feature=12 13 14 split_gain=24.8327 24.8599 15.8326 threshold=0.083325000000000024 0.10979500000000002 0.062655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029481997567463119 -0.00056725972563607062 0.00065720895274639876 -0.0011592294320147869 leaf_weight=138.43701441958547 99.048131605610251 18.282219683751464 7.2665411531925193 leaf_count=703 1679 124 51 internal_value=0 -0.00037602 0.000221469 internal_weight=0 117.33 145.704 internal_count=2557 1803 754 is_linear=0 shrinkage=0.00096703 Tree=1306 num_leaves=4 num_cat=0 split_feature=31 42 1 split_gain=18.8278 18.3718 0.183373 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10508500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012857550403083963 -0.00058923623711109208 6.4411390149997789e-05 0.00097098183695521509 leaf_weight=5.7528058364987356 45.488232363015413 200.3487962288782 6.1853918768465519 leaf_count=19 661 1729 57 internal_value=0 -5.67489e-05 0.0011332 internal_weight=0 245.837 11.9382 internal_count=2466 2390 76 is_linear=0 shrinkage=0.000929479 Tree=1307 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=16.2635 17.8526 threshold=-1.0000000180025095e-35 0.08894500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0010344461201806754 -0.0003417756622318985 0.00013049775916753134 leaf_weight=10.174338407814501 90.575496457517147 151.38003773707896 leaf_count=71 1185 1168 internal_value=0 -4.6373e-05 internal_weight=0 241.956 internal_count=2424 2353 is_linear=0 shrinkage=0.000841858 Tree=1308 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=24.5934 24.1639 6.45995 threshold=0.12419000000000001 0.081245000000000026 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010143235190720218 0.0002760040936569986 0.00012233350352523913 -2.7056517731414635e-05 leaf_weight=181.26713524665684 30.838137939572334 58.685424961149693 8.157416567206381 leaf_count=1974 201 289 31 internal_value=0 -4.66742e-05 0.000212711 internal_weight=0 239.953 38.9956 internal_count=2495 2263 232 is_linear=0 shrinkage=0.000303315 Tree=1309 num_leaves=4 num_cat=0 split_feature=123 133 124 split_gain=18.8706 18.783 6.81627 threshold=1.0000000180025095e-35 0.098810000000000023 -0.0076699999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.123832591207203e-05 0.00077964784511494565 -0.00099400884932724872 -0.00022992660781837376 leaf_weight=205.40829757042229 28.886822357773781 17.444419918581843 6.4879522845149031 leaf_count=1916 163 365 45 internal_value=0 -0.000107063 0.000594344 internal_weight=0 222.853 35.3748 internal_count=2489 2281 208 is_linear=0 shrinkage=0.000893386 Tree=1310 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=24.1524 21.9646 7.64513 threshold=0.27626000000000001 0.040165000000000006 -0.25691999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4849413686056951e-05 -7.7212536769612447e-05 -0.00012373187137713047 0.00022267872073019067 leaf_weight=108.83084600418806 8.1504650712013227 116.26966865547001 44.995723713189363 leaf_count=437 30 1745 246 internal_value=0 -3.74076e-05 0.000176622 internal_weight=0 225.101 53.1462 internal_count=2458 2182 276 is_linear=0 shrinkage=0.00028582 Tree=1311 num_leaves=3 num_cat=0 split_feature=151 50 split_gain=17.9357 18.7824 threshold=-0.52082499999999987 0.086580000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001719748179245419 0.00012697121753519976 -0.00061131787902781419 leaf_weight=4.8360181124880901 222.15945224091411 32.729952775873244 leaf_count=43 1981 461 internal_value=0 3.19419e-05 internal_weight=0 254.889 internal_count=2485 2442 is_linear=0 shrinkage=0.000911254 Tree=1312 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=25.3877 29.3547 25.8793 threshold=1.0000000180025095e-35 0.086380000000000012 -0.059114999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095023359949741068 0.00040000327470564556 -0.00058268827721263581 0.00031652708916311037 leaf_weight=46.605769107118249 148.13928161002696 38.723844038322568 25.023356921970844 leaf_count=1167 950 228 133 internal_value=0 0.000196132 -0.000507892 internal_weight=0 186.863 71.6291 internal_count=2478 1178 1300 is_linear=0 shrinkage=0.0010061 Tree=1313 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=25.3676 29.2531 21.1255 threshold=0.094695000000000015 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014860576924705834 -0.00033050618591446329 -0.00016047174086772825 0.0001170429286313396 leaf_weight=33.834856988862157 9.5286982059478742 111.61602933704853 128.48973098583519 leaf_count=144 99 1617 647 internal_value=0 -8.8515e-05 8.59016e-05 internal_weight=0 145.451 138.018 internal_count=2507 1761 746 is_linear=0 shrinkage=0.000291537 Tree=1314 num_leaves=4 num_cat=0 split_feature=13 1 13 split_gain=24.5224 27.8761 1.72307 threshold=-0.23438999999999996 1.0000000180025095e-35 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012332437612607699 -0.0001737642944431824 2.3690315076227165e-05 0.00028172263156591327 leaf_weight=7.0631161257624653 72.354646146297455 182.37322050146759 19.28569159284234 leaf_count=35 1257 1065 102 internal_value=0 -3.24477e-05 0.000239964 internal_weight=0 254.728 26.3488 internal_count=2459 2322 137 is_linear=0 shrinkage=0.000269335 Tree=1315 num_leaves=4 num_cat=0 split_feature=1 13 150 split_gain=27.8847 22.2463 20.3133 threshold=0.092415000000000011 -0.18749999999999997 0.079825000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028273427859969933 -8.0295678003686705e-06 -0.00015809253676933035 0.00022566918809931489 leaf_weight=10.060079798102377 105.40275124274194 117.26092796120793 42.575149994343519 leaf_count=27 614 1649 190 internal_value=0 -0.000123043 5.93284e-05 internal_weight=0 127.321 147.978 internal_count=2480 1676 804 is_linear=0 shrinkage=0.00028582 Tree=1316 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=22.0655 27.3408 25.824 threshold=1.0000000180025095e-35 -0.018054999999999998 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023897825258730496 -0.00024230396698982849 0.00011372055794576438 7.6603525379473025e-05 leaf_weight=57.104192363098264 22.387864377349615 24.632101461291313 175.13294146209955 leaf_count=1197 150 78 1038 internal_value=0 -0.000132679 4.03404e-05 internal_weight=0 81.7363 197.521 internal_count=2463 1275 1188 is_linear=0 shrinkage=0.000280216 Tree=1317 num_leaves=4 num_cat=0 split_feature=52 0 3 split_gain=21.7959 24.8477 3.82781 threshold=-0.29521499999999995 -0.061684999999999997 -0.24210499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034678606641984106 -8.4824034553494533e-05 0.00057414780187393108 -0.001099628472801324 leaf_weight=1.6986641287803674 178.29297633562237 68.27568409498781 16.208252217620611 leaf_count=12 1871 340 252 internal_value=0 9.78252e-05 -0.000961118 internal_weight=0 246.569 17.9069 internal_count=2475 2211 264 is_linear=0 shrinkage=0.000929479 Tree=1318 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=27.0443 23.9626 12.2416 threshold=0.077615000000000003 -0.29521499999999995 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027994424399578724 -0.0002770477377134964 5.8837815390056797e-05 0.00012770919331739691 leaf_weight=18.410283357836306 37.17500614374876 215.52399306278676 7.230712763965129 leaf_count=245 885 1318 27 internal_value=0 3.2055e-05 -0.000210985 internal_weight=0 233.934 44.4057 internal_count=2475 1563 912 is_linear=0 shrinkage=0.00028582 Tree=1319 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=35.5564 21.8667 18.9804 threshold=0.10098000000000001 -0.10674499999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8982297818440832e-05 -0.00032003155450854176 -0.00015553645372787806 0.00014862093496679696 leaf_weight=50.621112952008843 7.4503234252333632 117.61955212056637 107.75916334614158 leaf_count=240 80 1655 530 internal_value=0 -8.79812e-05 0.000118033 internal_weight=0 168.241 115.209 internal_count=2505 1895 610 is_linear=0 shrinkage=0.00028582 Tree=1320 num_leaves=4 num_cat=0 split_feature=15 159 13 split_gain=21.9714 17.6314 10.9425 threshold=0.082725000000000007 -0.032739999999999991 0.14530000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00083941415621876462 -0.0010594438054971934 0.00025595751662477894 0.00051170496869055548 leaf_weight=19.783919296227396 29.636278899386525 204.70460468437523 6.630470121279358 leaf_count=217 806 1368 63 internal_value=0 0.000159053 -0.000771508 internal_weight=0 224.489 36.2667 internal_count=2454 1585 869 is_linear=0 shrinkage=0.00111081 Tree=1321 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=26.5612 26.9755 12.2435 threshold=0.27626000000000001 0.048375000000000008 0.11714000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6221739266545739e-05 0.00021926701553360423 0.00022257032122917684 -0.00015585783154466239 leaf_weight=201.59434840641916 44.375988237559795 23.771147727966309 7.6211077421903601 leaf_count=2099 245 94 29 internal_value=0 -5.35566e-05 0.000164069 internal_weight=0 225.365 51.9971 internal_count=2467 2193 274 is_linear=0 shrinkage=0.000274722 Tree=1322 num_leaves=4 num_cat=0 split_feature=4 150 151 split_gain=31.9902 21.1203 10.6779 threshold=0.27190000000000009 -0.091259999999999994 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027497935620354584 -0.00010293335218141096 -7.6340219712866544e-05 0.00022137096831193622 leaf_weight=13.66766097024083 8.9593318067491037 206.29650916717947 50.564757339656353 leaf_count=51 34 2114 264 internal_value=0 -5.43819e-05 0.000172456 internal_weight=0 219.964 59.5241 internal_count=2463 2165 298 is_linear=0 shrinkage=0.000274722 Tree=1323 num_leaves=4 num_cat=0 split_feature=12 16 4 split_gain=26.6144 26.2508 18.7588 threshold=0.079890000000000017 -0.18708499999999997 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027771514650503011 0.00013824771864025817 -0.00016685478592077537 0.00011078958259312058 leaf_weight=10.89685098081827 29.710765969008207 101.36770399007946 131.31228696927428 leaf_count=61 157 1622 591 internal_value=0 -9.76401e-05 8.08251e-05 internal_weight=0 131.078 142.209 internal_count=2431 1779 652 is_linear=0 shrinkage=0.00028582 Tree=1324 num_leaves=4 num_cat=0 split_feature=4 13 47 split_gain=31.1379 20.585 8.76918 threshold=0.27190000000000009 -0.23438999999999996 0.10589000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022036064270364552 0.00022883264964205342 -8.4162714237540122e-05 -8.5969019581686942e-05 leaf_weight=19.800576664507389 47.509037591516972 203.42556309327483 8.4621422290801984 leaf_count=83 248 2083 31 internal_value=0 -5.7054e-05 0.000181162 internal_weight=0 223.226 55.9712 internal_count=2445 2166 279 is_linear=0 shrinkage=0.00028582 Tree=1325 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=17.7825 32.7365 20.9883 threshold=1.0000000180025095e-35 -0.10092 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056790849564420927 0.00030311965701167805 -0.00073963591937623984 -0.00041803921601408074 leaf_weight=20.543452102690935 146.54334723763168 50.846101337112486 39.139883866533637 leaf_count=70 946 1180 242 internal_value=0 -0.00036307 0.000150947 internal_weight=0 71.3896 185.683 internal_count=2438 1250 1188 is_linear=0 shrinkage=0.000875869 Tree=1326 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=35.4128 24.3395 19.6088 threshold=1.0000000180025095e-35 -0.17966999999999997 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021385991020001844 -0.00022828802870231645 8.88717242440531e-05 0.00026644643039803421 leaf_weight=69.223918014205992 21.106563795357943 181.87938610091805 7.2898385375738135 leaf_count=1260 143 1043 19 internal_value=0 5.57856e-05 -0.000167776 internal_weight=0 202.986 76.5138 internal_count=2465 1186 1279 is_linear=0 shrinkage=0.000280216 Tree=1327 num_leaves=4 num_cat=0 split_feature=15 13 14 split_gain=19.2474 17.6266 1.66237 threshold=-0.37478999999999996 -0.23438999999999996 -0.45687499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003958810126852058 0.00069935409102394306 -0.00013741216788194153 0.00088196367766885651 leaf_weight=8.1632623411715048 21.082484621554613 217.4639586629346 17.692390944808722 leaf_count=50 103 2214 130 internal_value=0 -6.31662e-05 0.000730864 internal_weight=0 238.546 25.8557 internal_count=2497 2317 180 is_linear=0 shrinkage=0.000875869 Tree=1328 num_leaves=4 num_cat=0 split_feature=4 13 47 split_gain=19.0331 16.0034 8.99899 threshold=0.27626000000000001 -0.23438999999999996 0.10678000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00074151163527098299 0.00073763641309720852 -0.00028180149417270263 -0.00054836423433797879 leaf_weight=18.217852640897036 39.563381250947714 194.0493817999959 6.9321916550397864 leaf_count=81 247 2144 27 internal_value=0 -0.000193631 0.000545045 internal_weight=0 212.267 46.4956 internal_count=2499 2225 274 is_linear=0 shrinkage=0.00104674 Tree=1329 num_leaves=4 num_cat=0 split_feature=1 0 14 split_gain=21.7175 29.3024 19.832 threshold=1.0000000180025095e-35 -0.059114999999999994 0.076175000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00095713513465269743 0.00021669308019406692 0.00032217611138029157 -0.0012517770414798288 leaf_weight=44.895949749276042 176.72192085906863 26.58879623003304 8.9292278252542001 leaf_count=1158 1113 140 80 internal_value=0 -0.000481535 0.000145352 internal_weight=0 71.4847 185.651 internal_count=2491 1298 1193 is_linear=0 shrinkage=0.00096703 Tree=1330 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=24.608 21.6338 13.4177 threshold=0.10491000000000002 -0.13110499999999997 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9388819644061396e-05 0.00016405542427026036 -0.00014017449136085008 -6.9114988481133198e-05 leaf_weight=45.237772483378649 70.908036675304174 128.82926047686487 28.079999214038253 leaf_count=199 390 1736 139 internal_value=0 -8.04948e-05 9.79085e-05 internal_weight=0 174.067 98.988 internal_count=2464 1935 529 is_linear=0 shrinkage=0.00028582 Tree=1331 num_leaves=4 num_cat=0 split_feature=3 123 16 split_gain=21.052 21.3055 0.97518 threshold=0.18307500000000002 1.0000000180025095e-35 -0.063949999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9202256768680544e-05 0.00034973944571829355 0.00019804228343152301 0.00019942545424688545 leaf_weight=235.31059503555298 12.500556077808143 33.775448102504015 6.0045701116323462 leaf_count=2192 85 185 34 internal_value=0 -1.80989e-05 0.000302458 internal_weight=0 269.086 18.5051 internal_count=2496 2377 119 is_linear=0 shrinkage=0.000291537 Tree=1332 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=24.9821 22.9654 13.1383 threshold=0.10491000000000002 -0.097754999999999995 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8398507867994948e-05 0.00017232674244602132 -0.00011706807382087315 -4.6077290519733819e-05 leaf_weight=49.648745257407427 71.563584320247173 128.66443558596075 27.646867517381907 leaf_count=274 395 1677 132 internal_value=0 -5.70504e-05 0.000111481 internal_weight=0 178.313 99.2105 internal_count=2478 1951 527 is_linear=0 shrinkage=0.000269335 Tree=1333 num_leaves=4 num_cat=0 split_feature=1 457 52 split_gain=25.4596 20.6868 12.3651 threshold=0.10423500000000001 0.082380000000000009 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001131401744041892 -0.00033282375787644172 0.00015147278119061929 0.00014110944341040244 leaf_weight=144.44528733659536 5.0079263783991328 31.786338899284601 101.80077094212174 leaf_count=1779 54 143 500 internal_value=0 -6.53469e-05 0.000118563 internal_weight=0 176.232 106.809 internal_count=2476 1922 554 is_linear=0 shrinkage=0.000297367 Tree=1334 num_leaves=4 num_cat=0 split_feature=12 0 4 split_gain=28.3275 21.2126 18.0316 threshold=0.083325000000000024 -0.060094999999999989 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022424650348922006 -0.00017097830515533434 6.6632685974747988e-05 0.00010049322091170726 leaf_weight=13.474713429808615 88.949325545690954 39.201496496796608 143.07274869643152 leaf_count=71 1525 237 659 internal_value=0 -9.82981e-05 7.24012e-05 internal_weight=0 128.151 156.547 internal_count=2492 1762 730 is_linear=0 shrinkage=0.000269335 Tree=1335 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=32.3841 22.1688 11.7101 threshold=0.10491000000000002 -0.10674499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.797455784182866e-05 -0.00013887336858254759 -0.00014293456041556129 0.00018571868300545894 leaf_weight=58.774060398340225 11.945398241281508 122.74483294785023 91.991478376090527 leaf_count=269 57 1651 466 internal_value=0 -6.81603e-05 0.000148304 internal_weight=0 181.519 103.937 internal_count=2443 1920 523 is_linear=0 shrinkage=0.000309381 Tree=1336 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=30.6515 28.1751 25.2783 threshold=1.0000000180025095e-35 -0.35826999999999992 -0.10092 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013122813829510044 -0.00025696810438180669 9.1071713768770742e-05 -0.00023712070061470992 leaf_weight=19.162092629820108 20.205091997981071 180.90492265485227 60.905027358792722 leaf_count=63 135 1044 1193 internal_value=0 5.59814e-05 -0.000148905 internal_weight=0 201.11 80.0671 internal_count=2435 1179 1256 is_linear=0 shrinkage=0.000280216 Tree=1337 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=25.5575 26.4971 7.46314 threshold=-0.0068949999999999992 0.10098000000000001 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032903022265817099 -6.1307841392902075e-05 0.00012329563299087943 0.00016929340105946056 leaf_weight=23.061668949201707 148.73174546752125 103.40041956305504 2.5587537810206404 leaf_count=385 1526 531 9 internal_value=0 1.44199e-05 -0.000278742 internal_weight=0 252.132 25.6204 internal_count=2451 2057 394 is_linear=0 shrinkage=0.000280216 Tree=1338 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=21.359 24.8546 5.31455 threshold=0.12419000000000001 0.069910000000000014 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9971970124210387e-05 0.00024686816892799076 0.00016212486983630456 2.6190381399499409e-06 leaf_weight=194.84969704970717 29.774658787995577 42.284514922648668 8.6779894530773145 leaf_count=2036 199 191 34 internal_value=0 -2.85287e-05 0.000191914 internal_weight=0 237.134 38.4526 internal_count=2460 2227 233 is_linear=0 shrinkage=0.000274722 Tree=1339 num_leaves=4 num_cat=0 split_feature=4 457 151 split_gain=21.7194 17.1801 8.01287 threshold=0.27626000000000001 0.069910000000000014 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037259933467540841 -0.00046325109262855443 0.00048066908481651555 0.00083247237091574214 leaf_weight=174.87769321072847 7.1857877448201171 36.533769650384784 39.131068836897612 leaf_count=2013 28 180 240 internal_value=0 -0.000224971 0.000630816 internal_weight=0 211.411 46.3169 internal_count=2461 2193 268 is_linear=0 shrinkage=0.00113303 Tree=1340 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=21.0168 18.4511 8.78905 threshold=0.10423500000000001 -0.097754999999999995 0.14492000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028331868361733598 0.00021302668915641965 -0.00043638270637790476 0.00098499823441200126 leaf_weight=47.142590561881661 80.446143032982945 112.9117436427623 16.561363074928522 leaf_count=275 453 1601 101 internal_value=0 -0.000224351 0.000345803 internal_weight=0 160.054 97.0075 internal_count=2430 1876 554 is_linear=0 shrinkage=0.00096703 Tree=1341 num_leaves=4 num_cat=0 split_feature=484 128 150 split_gain=18.9867 17.5791 7.72662 threshold=-0.0068949999999999992 0.085185000000000025 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010517721327409099 0.00010492344122451474 -0.0011556594862150466 0.0006387218554578019 leaf_weight=22.355198048055176 220.23445415962487 11.203946357592939 2.9040591977536669 leaf_count=375 1904 163 13 internal_value=0 4.33692e-05 -0.000855455 internal_weight=0 231.438 25.2593 internal_count=2455 2067 388 is_linear=0 shrinkage=0.00098637 Tree=1342 num_leaves=4 num_cat=0 split_feature=4 376 47 split_gain=22.4717 18.7563 8.37352 threshold=0.28064000000000006 0.048375000000000008 0.10678000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021068317105792567 0.00069439664522833009 0.00061627903685705231 -0.00033840184670804439 leaf_weight=191.14595465082675 40.887409511953592 23.532175567001104 6.9895923733711234 leaf_count=2099 250 101 28 internal_value=0 -0.000119761 0.00054318 internal_weight=0 214.678 47.877 internal_count=2478 2200 278 is_linear=0 shrinkage=0.000875869 Tree=1343 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=26.7265 23.7645 20.9188 threshold=0.099515000000000006 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014352921866689328 -0.00035058279432958957 -0.00014513599630515905 0.00014998067310266629 leaf_weight=35.131781883537769 8.5048256386071426 121.13475491292775 111.04894069954753 leaf_count=153 88 1668 549 internal_value=0 -8.01821e-05 0.000114077 internal_weight=0 156.267 119.554 internal_count=2458 1821 637 is_linear=0 shrinkage=0.000309381 Tree=1344 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=20.6306 21.7903 4.30674 threshold=-0.25691499999999995 0.098950000000000024 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010274975227272721 -0.00015726509521969283 0.00039061824238226283 0.00015151461490730894 leaf_weight=18.134068848565224 142.34948896151036 104.38649302721024 2.964022332802414 leaf_count=272 1656 551 23 internal_value=0 7.45997e-05 -0.000861935 internal_weight=0 246.736 21.0981 internal_count=2502 2207 295 is_linear=0 shrinkage=0.000911254 Tree=1345 num_leaves=4 num_cat=0 split_feature=484 42 150 split_gain=20.3195 19.2459 7.01933 threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010121199061899203 -0.00044620345811145811 0.00023939690851224589 0.00052544696144040304 leaf_weight=20.482243468053642 45.409815625287592 192.09712037909776 2.9954372383654109 leaf_count=380 630 1449 14 internal_value=0 0.000108166 -0.000814384 internal_weight=0 237.507 23.4777 internal_count=2473 2079 394 is_linear=0 shrinkage=0.000948068 Tree=1346 num_leaves=4 num_cat=0 split_feature=52 52 133 split_gain=22.7301 30.2599 2.83729 threshold=-0.24526499999999998 -0.047889999999999995 -0.39935999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3062407490663756e-05 0.00016697711328164249 -4.7506045553395165e-05 -0.00032270970439114835 leaf_weight=1.7013565544039035 88.490666002035141 169.22515923716128 19.814631827175617 leaf_count=13 479 1709 271 internal_value=0 2.61806e-05 -0.000291198 internal_weight=0 257.716 21.516 internal_count=2472 2188 284 is_linear=0 shrinkage=0.000297367 Tree=1347 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=19.8744 25.0625 17.1022 threshold=0.088975000000000012 -0.10072999999999999 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029737927178964376 0.0003156884898709003 -0.00063183220574395326 -0.00038804007111949715 leaf_weight=32.253470266237855 116.19775300659239 71.41592600941658 34.203557956963778 leaf_count=184 740 1363 194 internal_value=0 -0.000342728 0.00015548 internal_weight=0 103.669 150.401 internal_count=2481 1547 934 is_linear=0 shrinkage=0.000875869 Tree=1348 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=23.9691 28.2482 20.1881 threshold=0.077765000000000015 -0.059114999999999994 -0.032739999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025243903312986802 -0.0002194742170104266 9.1475693349266077e-05 8.3028516238780448e-05 leaf_weight=51.930737117305398 19.13614166714251 29.243755634874105 173.43044726736844 leaf_count=1162 152 142 1003 internal_value=0 -0.000128586 5.28575e-05 internal_weight=0 81.1745 192.567 internal_count=2459 1304 1155 is_linear=0 shrinkage=0.000280216 Tree=1349 num_leaves=4 num_cat=0 split_feature=4 48 49 split_gain=21.3082 18.5874 8.90962 threshold=0.27190000000000009 0.083570000000000019 0.17846000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036838747647758652 0.00067564094068165521 0.00019228079467434369 -0.00048080839814983612 leaf_weight=132.14672505669296 38.037653602659702 73.288984426297247 6.0963059961795798 leaf_count=1740 247 428 23 internal_value=0 -0.000168374 0.000515086 internal_weight=0 205.436 44.134 internal_count=2438 2168 270 is_linear=0 shrinkage=0.000893386 Tree=1350 num_leaves=4 num_cat=0 split_feature=1 150 159 split_gain=24.7523 18.2289 11.1514 threshold=0.11588000000000001 0.081245000000000026 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2089171921046944e-05 -0.00017893078972120563 9.2383028276047803e-05 0.00020665720015820304 leaf_weight=169.862882274203 6.593458402901887 55.792868165299296 49.629379071295261 leaf_count=1908 35 264 299 internal_value=0 -4.64556e-05 0.000161172 internal_weight=0 225.656 56.2228 internal_count=2506 2172 334 is_linear=0 shrinkage=0.000280216 Tree=1351 num_leaves=4 num_cat=0 split_feature=1429 1 3 split_gain=16.992 18.1847 0.475917 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.085530000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095371866508698613 -0.00031567510703033876 0.00022450919341207421 -0.0014349140839131978 leaf_weight=5.658565233461557 72.431428673677146 180.44215210527182 3.8629878386855125 leaf_count=95 1243 1124 25 internal_value=0 6.97112e-05 -0.00116335 internal_weight=0 252.874 9.52155 internal_count=2487 2367 120 is_linear=0 shrinkage=0.000911254 Tree=1352 num_leaves=4 num_cat=0 split_feature=13 1 2 split_gain=24.7762 28.3524 2.41455 threshold=-0.18749999999999997 1.0000000180025095e-35 0.106785 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039617950766427957 -0.00017313150072449218 4.3996905905467134e-05 0.00020890606783507994 leaf_weight=10.116264220327141 70.999677049927413 181.66395577415824 15.067541152238844 leaf_count=41 1287 1079 89 internal_value=0 -1.70669e-05 0.000285554 internal_weight=0 252.664 25.1838 internal_count=2496 2366 130 is_linear=0 shrinkage=0.000291537 Tree=1353 num_leaves=4 num_cat=0 split_feature=12 4 4 split_gain=36.8036 21.2493 19.908 threshold=0.040165000000000006 -0.46376499999999993 0.30163500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032634126843097234 -0.00021308451143764885 0.00010188208610962812 0.00015577804030977264 leaf_weight=12.62896668165922 122.82826006505638 122.535465747118 16.44850330799818 leaf_count=70 1753 596 67 internal_value=0 6.16344e-05 -0.000169432 internal_weight=0 135.164 139.277 internal_count=2486 666 1820 is_linear=0 shrinkage=0.000315569 Tree=1354 num_leaves=4 num_cat=0 split_feature=50 15 3 split_gain=18.537 17.088 13.6235 threshold=0.083090000000000011 -0.25061999999999995 0.17646500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0008127655797815598 -0.00077301920270300771 1.2370089827006349e-05 0.00095822651644855434 leaf_weight=20.697933085262775 29.6653350321576 206.47501552756876 3.516389086842536 leaf_count=159 462 1842 15 internal_value=0 8.56593e-05 -0.000586947 internal_weight=0 227.173 33.1817 internal_count=2478 2001 477 is_linear=0 shrinkage=0.000841858 Tree=1355 num_leaves=4 num_cat=0 split_feature=3 31 2 split_gain=19.7535 17.6146 1.01658 threshold=0.18307500000000002 -1.0000000180025095e-35 0.11457500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001144372768284558 0.0013161279468020513 -0.00014324857475935565 0.00079060633240359782 leaf_weight=9.058997016400097 5.5261166244745246 232.24770908709615 8.8441526032984239 leaf_count=55 36 2306 78 internal_value=0 -9.44011e-05 0.00100131 internal_weight=0 241.307 14.3703 internal_count=2475 2361 114 is_linear=0 shrinkage=0.000911254 Tree=1356 num_leaves=4 num_cat=0 split_feature=160 484 1 split_gain=21.5188 20.8709 0.320165 threshold=-0.40446999999999994 -0.0068949999999999992 0.10423500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011646160239107946 -0.00079046773859607232 0.00023331557349926443 -0.0016467440483877215 leaf_weight=8.928333653137086 24.080168480053544 222.35556442011148 3.0013980269432059 leaf_count=172 391 1872 16 internal_value=0 0.000132964 -0.0013001 internal_weight=0 246.436 11.9297 internal_count=2451 2263 188 is_linear=0 shrinkage=0.00104674 Tree=1357 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=18.0927 31.1647 23.8053 threshold=-0.10072999999999999 -0.063234999999999986 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070676627631241127 -0.00060344717195396204 0.00010885380675366895 -0.00031325022359982073 leaf_weight=45.520465780049562 58.639915182255208 127.40069884993136 22.223594643175602 leaf_count=214 1398 690 135 internal_value=0 -0.000115891 0.000372183 internal_weight=0 186.041 67.7441 internal_count=2437 2088 349 is_linear=0 shrinkage=0.000809167 Tree=1358 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=21.2134 21.0383 20.2459 threshold=0.081095000000000014 0.10812000000000001 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067072862558379288 -0.00037966655604303184 0.0010900426094903543 -2.2772724061310415e-05 leaf_weight=50.156217455863953 109.17208149470389 7.9128201715648165 90.295262722298503 leaf_count=256 1766 23 432 internal_value=0 -0.000279394 0.000225219 internal_weight=0 117.085 140.451 internal_count=2477 1789 688 is_linear=0 shrinkage=0.000875869 Tree=1359 num_leaves=4 num_cat=0 split_feature=12 49 4 split_gain=17.4007 20.3175 17.8717 threshold=0.083325000000000024 -0.046739999999999997 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089387336767094057 0.00041298174083541432 -0.00048042408412821819 0.00029923816639851444 leaf_weight=10.776884868741034 26.50400079600513 85.91180485021323 126.03251966275275 leaf_count=66 141 1597 642 internal_value=0 -0.000269587 0.000204599 internal_weight=0 112.416 136.809 internal_count=2446 1738 708 is_linear=0 shrinkage=0.000893386 Tree=1360 num_leaves=4 num_cat=0 split_feature=1 15 159 split_gain=21.0607 18.7773 6.13711 threshold=0.12180500000000001 0.084050000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5314825726503908e-05 -0.00024616636710152781 -0.00080091695889259232 0.00075367906657955745 leaf_weight=188.69416465051472 5.9855207726359358 29.93685522954911 32.526212237775326 leaf_count=1426 24 832 231 internal_value=0 -0.000131873 0.000598019 internal_weight=0 218.631 38.5117 internal_count=2513 2258 255 is_linear=0 shrinkage=0.000911254 Tree=1361 num_leaves=4 num_cat=0 split_feature=14 151 16 split_gain=16.8587 18.7051 1.01731 threshold=0.076175000000000007 -0.51118499999999989 -0.10850999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016575089518199209 -0.00077919401612736364 6.3510589856763958e-05 -0.0013482687785204667 leaf_weight=4.0952418111264697 5.161104753613472 240.63590439641848 4.4179052822291833 leaf_count=36 42 2338 37 internal_value=0 3.39669e-05 -0.0010542 internal_weight=0 244.731 9.57901 internal_count=2453 2374 79 is_linear=0 shrinkage=0.000809167 Tree=1362 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=16.8214 17.4362 threshold=-1.0000000180025095e-35 0.08894500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0011771213912414955 -0.00041185418070074779 0.00012765990509278167 leaf_weight=10.484568947926162 87.67732200352475 154.68719499511644 leaf_count=75 1191 1203 internal_value=0 -6.76137e-05 internal_weight=0 242.365 internal_count=2469 2394 is_linear=0 shrinkage=0.00096703 Tree=1363 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=23.0605 21.4141 16.7538 threshold=0.10044000000000002 0.090810000000000016 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012318662353245232 -0.00032210825466995037 0.0001691905978530072 0.00012031000606865456 leaf_weight=127.45158915780485 7.3599277734756461 24.273577131330967 110.07657042890787 leaf_count=1759 79 82 566 internal_value=0 -7.63207e-05 9.23026e-05 internal_weight=0 151.725 117.436 internal_count=2486 1841 645 is_linear=0 shrinkage=0.00028582 Tree=1364 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=36.0668 31.7143 22.0015 threshold=0.093575000000000019 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013627879248423748 -0.00034350355695935076 -0.00020809051702723894 0.00013069996732792999 leaf_weight=32.468818116933107 9.5759119894355518 100.61344486474991 127.8670345004648 leaf_count=138 102 1566 667 internal_value=0 -0.000124029 9.74086e-05 internal_weight=0 133.082 137.443 internal_count=2473 1704 769 is_linear=0 shrinkage=0.000303315 Tree=1365 num_leaves=4 num_cat=0 split_feature=13 3 13 split_gain=18.8271 20.0628 1.84415 threshold=-0.23438999999999996 -0.10072999999999999 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042484644290503913 0.00038244888306286688 -0.00026488512811093936 0.0010695838913599533 leaf_weight=6.5436343178153065 68.053660092875361 167.58079639822245 15.888267859816549 leaf_count=37 364 2036 99 internal_value=0 -7.78355e-05 0.000884551 internal_weight=0 235.634 22.4319 internal_count=2536 2400 136 is_linear=0 shrinkage=0.0010061 Tree=1366 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=20.8085 22.3568 22.2067 threshold=1.0000000180025095e-35 0.10812000000000001 -0.035849999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006210330986183831 -0.00039109924429895477 0.0013350758544426306 0.00033993233908746203 leaf_weight=61.566232839599252 48.964675882831216 5.393164984881877 133.65325359813869 leaf_count=1250 489 13 709 internal_value=0 -0.000461515 0.000143804 internal_weight=0 66.9594 182.618 internal_count=2461 1263 1198 is_linear=0 shrinkage=0.000929479 Tree=1367 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=26.3603 18.3157 14.7135 threshold=0.083325000000000024 -0.17157499999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019225208890719038 0.0001032174193656047 -0.00015822781081084789 1.1387754304252167e-05 leaf_weight=52.220995696261525 25.983125533908606 90.080220252275467 96.665563693270087 leaf_count=265 149 1544 467 internal_value=0 -9.96549e-05 7.49215e-05 internal_weight=0 116.063 148.887 internal_count=2425 1693 732 is_linear=0 shrinkage=0.000274722 Tree=1368 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=24.0999 23.6966 22.6386 threshold=1.0000000180025095e-35 -0.016169999999999997 -0.053259999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027241952434769491 0.00022474519980727006 -1.628970745426029e-05 6.7885100024048538e-05 leaf_weight=48.481187728233635 44.995612278580666 149.71540970355272 25.190070260316133 leaf_count=1143 263 934 118 internal_value=0 3.9508e-05 -0.000156134 internal_weight=0 194.711 73.6713 internal_count=2458 1197 1261 is_linear=0 shrinkage=0.000291537 Tree=1369 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=23.2383 20.5512 14.6965 threshold=0.10423500000000001 -0.11749 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013002367261319116 0.0001879418798063386 -0.00012104832219522246 -6.904716306685828e-05 leaf_weight=36.790233910083771 70.221050281077623 131.8229049379006 27.253450706601143 leaf_count=167 387 1731 140 internal_value=0 -6.62162e-05 0.000116092 internal_weight=0 168.613 97.4745 internal_count=2425 1898 527 is_linear=0 shrinkage=0.000297367 Tree=1370 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=17.4757 24.0553 threshold=-0.42985499999999993 -0.060129999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0010123272822295825 -0.00012811285329159962 0.00050942559399047821 leaf_weight=13.32670651283115 170.48180844495073 68.920906014740467 leaf_count=233 1916 339 internal_value=0 5.55785e-05 internal_weight=0 239.403 internal_count=2488 2255 is_linear=0 shrinkage=0.000911254 Tree=1371 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=26.0674 20.2758 15.0106 threshold=0.083325000000000024 -0.15552499999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019918339339680132 0.00011154050226640912 -0.00015657151260590294 1.5673812469239697e-05 leaf_weight=54.514300687238574 29.026411212980747 92.43804569169879 97.474571283906698 leaf_count=273 162 1544 456 internal_value=0 -9.2457e-05 8.15919e-05 internal_weight=0 121.464 151.989 internal_count=2435 1706 729 is_linear=0 shrinkage=0.000280216 Tree=1372 num_leaves=4 num_cat=0 split_feature=4 454 48 split_gain=15.6279 17.3578 6.41467 threshold=0.27190000000000009 1.0000000180025095e-35 0.11619500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015170931970311493 0.00063972338874034886 0.0011737406881066419 -0.00036450386199162648 leaf_weight=193.15595966996625 40.265862567350268 8.8189096339046937 6.2866716384887686 leaf_count=2127 261 27 24 internal_value=0 -9.32174e-05 0.000503559 internal_weight=0 201.975 46.5525 internal_count=2439 2154 285 is_linear=0 shrinkage=0.000929479 Tree=1373 num_leaves=4 num_cat=0 split_feature=1456 4 15 split_gain=16.5442 17.7763 1.57622 threshold=1.0000000180025095e-35 0.46168000000000003 -0.44764999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2253973894059896e-05 -0.0018967385574315202 0.00089383656192003563 -0.00094294757081183245 leaf_weight=222.86892512487248 1.9657141864299763 19.746243549510837 9.5776609103195351 leaf_count=2092 8 167 210 internal_value=0 3.43108e-05 -0.00112203 internal_weight=0 242.615 11.5434 internal_count=2477 2259 218 is_linear=0 shrinkage=0.000948068 Tree=1374 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=16.3957 15.0758 5.61586 threshold=0.11588000000000001 -0.097754999999999995 0.14753000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030064546641586561 0.00028594320591523862 -0.00036569961539294286 0.0010738442282241785 leaf_weight=56.407095231115818 39.136798184365034 140.03193238284439 14.739480327814816 leaf_count=322 253 1794 91 internal_value=0 -0.000174298 0.000503277 internal_weight=0 196.439 53.8763 internal_count=2460 2116 344 is_linear=0 shrinkage=0.00108903 Tree=1375 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=20.2068 21.7071 19.8933 threshold=1.0000000180025095e-35 -0.20282499999999995 -0.10092 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037593096446903194 -0.00077788733290911228 0.00026808465458009014 -0.0007664881217306585 leaf_weight=18.883168706670403 19.903602436184883 163.68920119293034 49.263220853172243 leaf_count=69 144 1053 1217 internal_value=0 0.000154284 -0.00044983 internal_weight=0 183.593 68.1464 internal_count=2483 1197 1286 is_linear=0 shrinkage=0.000948068 Tree=1376 num_leaves=4 num_cat=0 split_feature=160 9 3 split_gain=18.0816 15.7264 0.360239 threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.013714999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011548859008026126 0.0013133741230795986 2.1460240670036496e-05 -0.001654986314308325 leaf_weight=7.4376327628269792 11.627577429637311 232.43470933614299 3.6178455129265767 leaf_count=170 81 2206 21 internal_value=0 8.35834e-05 -0.00133349 internal_weight=0 244.062 11.0555 internal_count=2478 2287 191 is_linear=0 shrinkage=0.00108903 Tree=1377 num_leaves=4 num_cat=0 split_feature=12 43 0 split_gain=25.2325 24.2974 20.3211 threshold=0.040165000000000006 -0.048759999999999991 -0.060094999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023401055008554511 -0.00017163966977383379 -1.1339444904762585e-05 7.5652205661862649e-05 leaf_weight=51.478287912905216 90.013762097805738 91.353868911042809 38.77106205560267 leaf_count=241 1576 434 239 internal_value=0 7.72014e-05 -9.71907e-05 internal_weight=0 142.832 128.785 internal_count=2490 675 1815 is_linear=0 shrinkage=0.00028582 Tree=1378 num_leaves=4 num_cat=0 split_feature=1 484 48 split_gain=19.1287 17.1883 3.17711 threshold=0.12337000000000002 -0.0068949999999999992 0.13252500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00095049453530821038 0.00077055001735993375 -4.0117290997026852e-05 0.00010709097878510793 leaf_weight=18.805797611363232 25.824635591357946 192.18766914308071 7.8467518016695967 leaf_count=387 198 1851 32 internal_value=0 -0.00012172 0.000616805 internal_weight=0 210.993 33.6714 internal_count=2468 2238 230 is_linear=0 shrinkage=0.000911254 Tree=1379 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=23.7392 21.8975 4.45148 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.051674999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016050676753541929 0.00025564743902194549 -6.8417682204187271e-05 1.3846962407934126e-05 leaf_weight=39.535558355040848 30.894778031855822 190.17005335073918 7.4226974770426741 leaf_count=213 157 2017 48 internal_value=0 -2.89576e-05 0.000208984 internal_weight=0 229.706 38.3175 internal_count=2435 2230 205 is_linear=0 shrinkage=0.000280216 Tree=1380 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=24.6326 18.658 16.76 threshold=0.10423500000000001 -0.097754999999999995 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.365053265260204e-05 0.00016423775081966327 -0.00012836174325737138 -8.3124589147748733e-05 leaf_weight=45.039452695287764 70.409294750541449 125.05047819111496 27.584052287042141 leaf_count=261 400 1683 141 internal_value=0 -7.48561e-05 9.45926e-05 internal_weight=0 170.09 97.9933 internal_count=2485 1944 541 is_linear=0 shrinkage=0.000269335 Tree=1381 num_leaves=4 num_cat=0 split_feature=14 3 14 split_gain=17.8454 18.25 0.807971 threshold=0.062655000000000016 -0.097754999999999995 0.087740000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051068145197373873 -0.00088693492526354322 -9.7545911810797671e-05 -0.0014774124483070482 leaf_weight=59.157165084034204 4.5537608899176103 175.95645097317174 5.5545650757849216 leaf_count=306 46 2033 38 internal_value=0 5.5661e-05 -0.00122404 internal_weight=0 235.114 10.1083 internal_count=2423 2339 84 is_linear=0 shrinkage=0.000948068 Tree=1382 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=20.9175 23.4632 9.6374 threshold=0.10781 -0.13314999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011026139681475024 -0.00013490692144217317 -0.00011296844820221565 0.00015403599887352378 leaf_weight=50.886803364381194 10.275029487907885 134.38626804109663 72.216790430247784 leaf_count=221 49 1802 402 internal_value=0 -5.16269e-05 0.000117912 internal_weight=0 185.273 82.4918 internal_count=2474 2023 451 is_linear=0 shrinkage=0.000280216 Tree=1383 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=16.3851 16.5748 11.4584 threshold=-0.0068949999999999992 -0.24269999999999997 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00087783945596184385 0.00070761980251536551 -1.9753622400335964e-05 0.00060145345045590722 leaf_weight=20.84040818922222 22.697315981611609 203.61202214192599 4.0167918093502513 leaf_count=394 181 1896 16 internal_value=0 5.35109e-05 -0.000637168 internal_weight=0 226.309 24.8572 internal_count=2487 2077 410 is_linear=0 shrinkage=0.000809167 Tree=1384 num_leaves=4 num_cat=0 split_feature=1 3 14 split_gain=23.7945 24.8181 19.7569 threshold=1.0000000180025095e-35 0.10812000000000001 0.076175000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019483652885538791 6.8082489819719483e-05 0.00039239759568578965 -0.00037849178978833413 leaf_weight=66.064084192737937 187.33911761268973 6.3486609123647204 8.3478249385952932 leaf_count=1253 1139 16 68 internal_value=0 -0.000142825 4.88265e-05 internal_weight=0 72.4127 195.687 internal_count=2476 1269 1207 is_linear=0 shrinkage=0.00028582 Tree=1385 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=20.8727 33.662 29.75 threshold=-0.10674499999999999 -0.075434999999999988 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00054283523414347965 -0.00060533554805092585 0.00013562017245636788 -0.00060831543410716038 leaf_weight=74.583770528435707 62.258004951756448 101.1053350828588 17.326018571853638 leaf_count=351 1272 784 88 internal_value=0 -0.00014698 0.000325354 internal_weight=0 163.363 91.9098 internal_count=2495 2056 439 is_linear=0 shrinkage=0.000793301 Tree=1386 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=20.7459 34.4869 21.777 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025937701143642915 -0.00020828837085158997 0.00012409370123838903 8.6183009602701675e-05 leaf_weight=47.229337640106678 21.195828706026077 28.183748964220285 171.7597058583051 leaf_count=1145 147 139 1031 internal_value=0 -0.000116093 5.37338e-05 internal_weight=0 75.4131 192.956 internal_count=2462 1284 1178 is_linear=0 shrinkage=0.000274722 Tree=1387 num_leaves=4 num_cat=0 split_feature=160 4 1 split_gain=18.7826 18.2382 0.164929 threshold=-0.40446999999999994 -0.49121999999999993 0.096575000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011274703119736147 -0.00098217536237652056 0.00010576162972449791 -0.0014856072583410186 leaf_weight=7.0705151734873635 15.97972399741411 219.25212895171717 4.0870352275669575 leaf_count=161 117 2121 26 internal_value=0 3.1424e-05 -0.00127211 internal_weight=0 235.232 11.1576 internal_count=2425 2238 187 is_linear=0 shrinkage=0.00098637 Tree=1388 num_leaves=4 num_cat=0 split_feature=123 484 42 split_gain=19.0133 16.5033 7.59447 threshold=1.0000000180025095e-35 -0.0068949999999999992 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00098527477666088877 -0.00045413445048244982 -6.5370218420711631e-05 0.00078976998310731502 leaf_weight=19.222648751921952 5.1054381579160681 187.96725981496274 29.602983633056283 leaf_count=354 21 1865 194 internal_value=0 -0.000151203 0.000605926 internal_weight=0 207.19 34.7084 internal_count=2434 2219 215 is_linear=0 shrinkage=0.000948068 Tree=1389 num_leaves=4 num_cat=0 split_feature=128 484 52 split_gain=19.9231 18.02 1.86081 threshold=0.085185000000000025 -0.0068949999999999992 -0.14986499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053664512940935474 -0.00032133640510731616 0.00014357763403485357 -0.0010808700202249385 leaf_weight=22.083395796362311 2.2260318780317894 213.64940025191754 8.3048515403643233 leaf_count=384 29 1883 140 internal_value=0 7.963e-05 -0.000925389 internal_weight=0 235.733 10.5309 internal_count=2436 2267 169 is_linear=0 shrinkage=0.000718517 Tree=1390 num_leaves=4 num_cat=0 split_feature=1 130 0 split_gain=17.5414 20.372 17.5602 threshold=1.0000000180025095e-35 -0.068174999999999986 -0.059114999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00088352315652779473 0.0012066526287171635 1.6274337991083899e-05 0.00023578186258184624 leaf_weight=42.35185732645914 16.5995436552912 161.10776912327856 22.565344281494617 leaf_count=1150 68 1111 125 internal_value=0 0.000128157 -0.000494715 internal_weight=0 177.707 64.9172 internal_count=2454 1179 1275 is_linear=0 shrinkage=0.00102622 Tree=1391 num_leaves=4 num_cat=0 split_feature=52 4 49 split_gain=17.0784 16.4184 6.54979 threshold=0.18897000000000003 -0.49367499999999992 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00084909864152691434 -0.0011332120253686473 0.00013331976351584253 -2.7673148139766903e-05 leaf_weight=15.713104188442228 15.123916957527401 206.08319206349552 6.6589302308857432 leaf_count=113 219 2063 67 internal_value=0 6.33273e-05 -0.000797123 internal_weight=0 221.796 21.7828 internal_count=2462 2176 286 is_linear=0 shrinkage=0.000929479 Tree=1392 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=19.0395 19.8257 16.2068 threshold=0.084045000000000022 -0.17157499999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068344100884900228 0.00041347758576959677 -0.00057580960762291633 -2.2324437644716248e-05 leaf_weight=48.520637449808419 26.103382812812924 79.502726123202592 90.666004259139299 leaf_count=314 151 1508 495 internal_value=0 -0.000331102 0.000224058 internal_weight=0 105.606 139.187 internal_count=2468 1659 809 is_linear=0 shrinkage=0.00098637 Tree=1393 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=24.7744 20.959 18.574 threshold=0.081095000000000014 0.12796000000000002 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022020098637130425 -0.00012863570971780768 0.00027246441097283973 7.1681807569011883e-06 leaf_weight=52.207052547484636 111.20867745485157 11.662725843489168 92.652926901355386 leaf_count=244 1734 53 425 internal_value=0 -9.03506e-05 8.40553e-05 internal_weight=0 122.871 144.86 internal_count=2456 1787 669 is_linear=0 shrinkage=0.00028582 Tree=1394 num_leaves=4 num_cat=0 split_feature=1456 42 12 split_gain=15.6087 17.1944 3.9181 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=-0.00046227941952724542 0.00050399785145003684 0.00016905017893805032 -0.0012062136106799916 leaf_weight=43.752283974085003 1.1832435317337502 195.30267254589126 10.34047629823908 leaf_count=666 7 1602 222 internal_value=0 5.33407e-05 -0.00102745 internal_weight=0 239.055 11.5237 internal_count=2497 2268 229 is_linear=0 shrinkage=0.000911254 Tree=1395 num_leaves=4 num_cat=0 split_feature=12 43 4 split_gain=23.6582 23.8334 19.0974 threshold=0.079570000000000016 -0.048759999999999991 0.23716000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021733974716171953 -0.00013364421573057889 -6.1581707309227756e-06 0.00011957570268970232 leaf_weight=51.451889619231224 102.40372715424746 93.742405440658331 25.948375292122364 leaf_count=243 1688 449 113 internal_value=0 7.31483e-05 -8.23923e-05 internal_weight=0 145.194 128.352 internal_count=2493 692 1801 is_linear=0 shrinkage=0.000264054 Tree=1396 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=24.7953 21.1331 16.8938 threshold=0.083325000000000024 0.12796000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021935327837408429 -0.00014430289263856312 0.00028431786957984619 5.1723500286847535e-06 leaf_weight=49.864030519500375 107.57742127496749 11.129015579819677 93.490331662818789 leaf_count=253 1691 49 450 internal_value=0 -0.000103889 7.97856e-05 internal_weight=0 118.706 143.354 internal_count=2443 1740 703 is_linear=0 shrinkage=0.000297367 Tree=1397 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=17.2449 19.6025 15.5619 threshold=0.080930000000000016 0.12541500000000003 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020416872643998739 -0.00034163318648276514 0.00052907850129119485 0.00074155998770925068 leaf_weight=178.12675417819992 11.794160442426799 27.454761698842049 32.244449775665998 leaf_count=2079 84 197 129 internal_value=0 -0.000106011 0.000451335 internal_weight=0 205.582 44.0386 internal_count=2489 2276 213 is_linear=0 shrinkage=0.000809167 Tree=1398 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=22.1079 21.7662 16.1334 threshold=0.10098000000000001 -0.12077499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013805782486169777 3.2014016226216153e-05 -0.00012867647519412991 0.00028122844888925651 leaf_weight=34.763796031475067 78.902810055762529 120.64215920306742 32.312104273587465 leaf_count=158 416 1686 199 internal_value=0 -6.89525e-05 0.00010463 internal_weight=0 155.406 111.215 internal_count=2459 1844 615 is_linear=0 shrinkage=0.000297367 Tree=1399 num_leaves=3 num_cat=0 split_feature=151 147 split_gain=16.8279 16.6085 threshold=-0.52082499999999987 0.08598500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.002082499070601841 -8.476280012710422e-05 0.00077027569796041251 leaf_weight=3.7165108369663349 218.49513292592019 24.476439187303185 leaf_count=35 2327 119 internal_value=0 1.68708e-06 internal_weight=0 242.972 internal_count=2481 2446 is_linear=0 shrinkage=0.00098637 Tree=1400 num_leaves=4 num_cat=0 split_feature=12 4 3 split_gain=16.991 20.9106 16.5957 threshold=0.083325000000000024 -0.46376499999999993 -0.10072999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010309191352663822 0.0001613208435521048 0.00029269674999201067 -0.00054768902117541078 leaf_weight=9.761934779584406 41.544609785079956 126.34496579132974 64.59687533788383 leaf_count=63 265 653 1452 internal_value=0 0.000196994 -0.000270299 internal_weight=0 136.107 106.141 internal_count=2433 716 1717 is_linear=0 shrinkage=0.000875869 Tree=1401 num_leaves=4 num_cat=0 split_feature=133 123 15 split_gain=17.0256 18.2745 0.843274 threshold=-0.38113999999999992 1.0000000180025095e-35 -0.10602999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021595612601126805 -7.976879888116791e-05 0.00075005660055107895 -0.0012792408257662567 leaf_weight=1.8926949612796304 204.61883424781263 32.254812981933355 5.5443068793974808 leaf_count=24 2159 198 106 internal_value=0 3.35286e-05 -0.00153199 internal_weight=0 236.874 7.437 internal_count=2487 2357 130 is_linear=0 shrinkage=0.00102622 Tree=1402 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=21.5547 20.3918 1.60674 threshold=-0.16901999999999998 0.0095750000000000019 -0.14136999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010386492261032425 -7.74135160283867e-05 0.0001434617930746313 0.00029046622463927232 leaf_weight=5.3037687838077572 186.90406201593578 45.957751844078302 20.404095996171236 leaf_count=34 2037 247 112 internal_value=0 -3.37734e-05 0.000252586 internal_weight=0 232.862 25.7079 internal_count=2430 2284 146 is_linear=0 shrinkage=0.000297367 Tree=1403 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=22.0421 21.2179 19.0632 threshold=1.0000000180025095e-35 -0.016169999999999997 0.0060650000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023242978288108931 0.00021963019057772798 1.257241101246164e-06 5.4839955063519286e-05 leaf_weight=45.055562624707818 41.362723767757416 145.54524233564734 26.583472679369152 leaf_count=1006 256 932 290 internal_value=0 4.96857e-05 -0.000125912 internal_weight=0 186.908 71.639 internal_count=2484 1188 1296 is_linear=0 shrinkage=0.000269335 Tree=1404 num_leaves=4 num_cat=0 split_feature=160 484 1 split_gain=17.5808 16.8101 0.178633 threshold=-0.40446999999999994 -1.0000000180025095e-35 0.096575000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011039518498451347 -0.00074694644501466202 0.00012563507620408262 -0.0014759104965497004 leaf_weight=6.6145448889583331 23.7367301909253 216.20306429173797 3.9186629392206669 leaf_count=162 415 1886 26 internal_value=0 3.90043e-05 -0.0012564 internal_weight=0 239.94 10.5332 internal_count=2489 2301 188 is_linear=0 shrinkage=0.00098637 Tree=1405 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=23.1365 23.9011 19.3219 threshold=0.088975000000000012 -0.10092 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010576370269666402 0.0001299765825362324 -0.00018426271032476491 -9.8825382816658205e-05 leaf_weight=33.246772788465023 122.3221185002476 76.343827150762081 39.912409944459796 leaf_count=151 736 1415 218 internal_value=0 -9.62585e-05 7.36581e-05 internal_weight=0 109.591 162.235 internal_count=2520 1566 954 is_linear=0 shrinkage=0.00028582 Tree=1406 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=16.7782 27.5241 1.70873 threshold=-0.49367499999999992 -0.061889999999999994 -0.027164999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014188490032073597 -0.00017851321259946526 0.00061722677432916124 -0.00072169177906470023 leaf_weight=7.2103529721498489 168.61316362954676 59.410031689330935 7.8623077645897848 leaf_count=64 2008 342 53 internal_value=0 2.90131e-05 -0.0010632 internal_weight=0 228.023 15.0727 internal_count=2467 2350 117 is_linear=0 shrinkage=0.0010061 Tree=1407 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=19.8979 15.0776 13.7097 threshold=0.082725000000000007 -0.12948499999999999 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044204628367432771 -0.00087502537214031474 -5.1609929829283976e-05 0.00040139377344422847 leaf_weight=66.718778539448977 27.532262737397105 143.68206351436675 7.9279263205826274 leaf_count=277 850 1299 33 internal_value=0 0.000105082 -0.000589288 internal_weight=0 210.401 35.4602 internal_count=2459 1576 883 is_linear=0 shrinkage=0.000858695 Tree=1408 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=20.3862 16.847 12.6739 threshold=0.10508500000000001 -0.10770499999999998 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5135833608059593e-05 0.0001802970413176618 -0.00012415986104060285 -5.2113341739442443e-05 leaf_weight=53.110603196546435 65.733772028237581 111.72042574640363 28.546440623700619 leaf_count=255 388 1667 139 internal_value=0 -5.99369e-05 0.000109949 internal_weight=0 164.831 94.2802 internal_count=2449 1922 527 is_linear=0 shrinkage=0.000291537 Tree=1409 num_leaves=4 num_cat=0 split_feature=15 43 4 split_gain=17.7498 16.708 10.0942 threshold=0.084050000000000014 0.18141000000000002 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6370645452982402e-05 -0.00023221653871179258 -0.00033360556885235341 0.0002472748760192159 leaf_weight=218.44267946388572 33.133081195876002 9.505995210260151 3.5888989903032771 leaf_count=1556 814 97 17 internal_value=0 2.07856e-05 -0.000184746 internal_weight=0 227.949 36.722 internal_count=2484 1653 831 is_linear=0 shrinkage=0.000274722 Tree=1410 num_leaves=4 num_cat=0 split_feature=52 4 151 split_gain=24.0847 17.5104 5.68642 threshold=0.17002500000000001 -0.49367499999999992 -0.077429999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025211874926771511 1.9127401915609838e-05 4.6931118921124313e-05 -0.00035021534942913316 leaf_weight=17.095258370041847 4.1608731523156193 227.18475996144116 18.368550900369883 leaf_count=119 26 2068 258 internal_value=0 2.5897e-05 -0.000282246 internal_weight=0 244.28 22.5294 internal_count=2471 2187 284 is_linear=0 shrinkage=0.00028582 Tree=1411 num_leaves=4 num_cat=0 split_feature=376 4 133 split_gain=17.5603 19.5329 2.73688 threshold=1.0000000180025095e-35 -0.49367499999999992 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001194240753064964 0.0003176552977475004 -2.2264995927439343e-05 0.0010092312207454848 leaf_weight=14.097356777638195 8.3095003366470355 207.59153337311 15.660868855193256 leaf_count=116 37 2253 96 internal_value=0 -9.7357e-05 0.000772083 internal_weight=0 221.689 23.9704 internal_count=2502 2369 133 is_linear=0 shrinkage=0.00096703 Tree=1412 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=22.1628 28.0491 17.8893 threshold=0.088975000000000012 -0.060094999999999989 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021745405591197254 0.00012871455961450766 0.00010137663146938558 -9.9741321168640557e-05 leaf_weight=68.396794070024043 119.98501116968691 37.813756670802832 40.448068659752607 leaf_count=1356 734 185 222 internal_value=0 -0.000103955 7.10873e-05 internal_weight=0 106.211 160.433 internal_count=2497 1541 956 is_linear=0 shrinkage=0.000297367 Tree=1413 num_leaves=4 num_cat=0 split_feature=3 147 0 split_gain=17.3118 16.383 2.27191 threshold=0.18307500000000002 0.08598500000000002 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023248071562898266 0.00054672481581880233 0.00069855576445031458 0.0014155398403812246 leaf_weight=206.48898951429874 6.2526243589818469 25.033827712759376 8.936624485999344 leaf_count=2265 48 118 65 internal_value=0 -0.000131522 0.00106451 internal_weight=0 231.523 15.1892 internal_count=2496 2383 113 is_linear=0 shrinkage=0.00108903 Tree=1414 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=25.4707 26.7809 16.6499 threshold=0.098950000000000024 -0.097754999999999995 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5875656402740159e-05 -0.00028188353438381191 -0.00014142068348108863 0.00011439472000696143 leaf_weight=43.71666877809912 7.183509273454546 101.77159603871405 108.25568422861397 leaf_count=239 84 1567 554 internal_value=0 -7.00984e-05 8.9486e-05 internal_weight=0 145.488 115.439 internal_count=2444 1806 638 is_linear=0 shrinkage=0.0002538 Tree=1415 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=25.4267 23.1842 6.41817 threshold=0.27772500000000006 0.083570000000000019 0.11967000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010382841463832865 0.00022833358946420769 7.943339705558162e-05 -2.0061474384525131e-05 leaf_weight=152.59623620845377 38.38900750875473 78.979837715625763 9.8400639183819276 leaf_count=1821 193 443 76 internal_value=0 -4.13181e-05 0.000177725 internal_weight=0 231.576 48.2291 internal_count=2533 2264 269 is_linear=0 shrinkage=0.000274722 Tree=1416 num_leaves=4 num_cat=0 split_feature=13 39 16 split_gain=24.9693 24.427 1.83327 threshold=-0.16901999999999998 0.0095750000000000019 -0.19187499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018402040565317806 -7.3071126254592981e-05 0.00018258513509898541 0.00038029477405765883 leaf_weight=7.4345447458326843 186.84730303008109 48.72429121285677 16.92072032392025 leaf_count=62 2071 258 71 internal_value=0 -2.0131e-05 0.000321498 internal_weight=0 235.572 24.3553 internal_count=2462 2329 133 is_linear=0 shrinkage=0.00032188 Tree=1417 num_leaves=4 num_cat=0 split_feature=52 1 42 split_gain=19.3258 22.141 5.92016 threshold=-0.29521499999999995 0.099195000000000019 0.099565000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033983447176771562 -5.6889929411139654e-05 0.00011684357990650933 0.00010096185529019168 leaf_weight=16.777386819943789 137.76623453386128 105.88640901446342 2.8673046864569178 leaf_count=245 1632 553 25 internal_value=0 1.86301e-05 -0.000275289 internal_weight=0 243.653 19.6447 internal_count=2455 2185 270 is_linear=0 shrinkage=0.00028582 Tree=1418 num_leaves=4 num_cat=0 split_feature=13 1 2 split_gain=16.4631 16.9733 2.40601 threshold=-0.18749999999999997 1.0000000180025095e-35 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010828652715675106 -0.00051549358514213126 4.8385396487739584e-05 0.00045994427729914724 leaf_weight=9.0253881923854369 61.124323741998523 160.47440571896732 12.507324598729609 leaf_count=44 1287 1072 91 internal_value=0 -0.000107333 0.000725291 internal_weight=0 221.599 21.5327 internal_count=2494 2359 135 is_linear=0 shrinkage=0.000911254 Tree=1419 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=23.4556 18.9461 10.1327 threshold=0.10423500000000001 -0.11749 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010075519014906401 0.00015388931194081128 -0.00012131395694700143 -3.6634951718968799e-05 leaf_weight=37.426244221627712 70.771206151694059 127.51685667783022 29.924042275175452 leaf_count=186 407 1736 148 internal_value=0 -7.08914e-05 9.72926e-05 internal_weight=0 164.943 100.695 internal_count=2477 1922 555 is_linear=0 shrinkage=0.000274722 Tree=1420 num_leaves=4 num_cat=0 split_feature=484 52 40 split_gain=17.0743 15.1354 8.48064 threshold=-1.0000000180025095e-35 -0.40306999999999998 -0.0089699999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043345238183055271 -0.0007665398378514847 0.00011823361578213972 -0.00099286764135110735 leaf_weight=3.7944584563374546 15.889327378943561 202.98420419450849 18.497971883509308 leaf_count=16 233 1825 395 internal_value=0 5.36436e-05 -0.000749137 internal_weight=0 218.874 22.2924 internal_count=2469 2058 411 is_linear=0 shrinkage=0.000875869 Tree=1421 num_leaves=4 num_cat=0 split_feature=52 52 4 split_gain=18.6656 25.4722 3.24289 threshold=-0.29521499999999995 -0.046989999999999997 0.10516000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011084238244832381 0.00051670280020367314 -0.00015285541029582067 3.3502833889984793e-05 leaf_weight=15.152661516796799 82.825320847332478 147.76321401447058 2.7359803766012183 leaf_count=256 481 1737 11 internal_value=0 8.77779e-05 -0.00093465 internal_weight=0 230.589 17.8886 internal_count=2485 2218 267 is_linear=0 shrinkage=0.00096703 Tree=1422 num_leaves=4 num_cat=0 split_feature=12 0 43 split_gain=27.4076 20.1304 16.2709 threshold=0.083325000000000024 -0.060094999999999989 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021655686729789793 -0.00016759734549481986 8.5855327005861595e-05 2.486630691598217e-05 leaf_weight=53.404969688504934 79.295794188044965 35.571623332798481 99.350474822334945 leaf_count=271 1504 242 464 internal_value=0 -8.91021e-05 9.19929e-05 internal_weight=0 114.867 152.755 internal_count=2481 1746 735 is_linear=0 shrinkage=0.000280216 Tree=1423 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=21.79 17.8661 10.8087 threshold=0.077615000000000003 -0.29521499999999995 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024751267308441418 -0.00026517225306300934 4.7194817083427145e-05 0.00011371969875833785 leaf_weight=17.397834418341517 33.404639944434166 208.34740646183491 7.1112864315509787 leaf_count=258 871 1323 28 internal_value=0 2.43707e-05 -0.00019854 internal_weight=0 225.745 40.5159 internal_count=2480 1581 899 is_linear=0 shrinkage=0.000280216 Tree=1424 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=18.9876 19.6649 9.49423 threshold=-0.0068949999999999992 -0.10072999999999999 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028907975438685916 0.00015898988603480366 -1.6897511722323496e-05 0.00018015004557787732 leaf_weight=21.737652718089524 64.72335821762681 184.40627459995449 3.7457891255617133 leaf_count=387 310 1778 16 internal_value=0 2.88486e-05 -0.000219622 internal_weight=0 249.13 25.4834 internal_count=2491 2088 403 is_linear=0 shrinkage=0.000274722 Tree=1425 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=19.4795 20.5974 11.8795 threshold=1.0000000180025095e-35 0.18307500000000002 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024439071382400455 -0.0005897113808256305 0.0012607249353281894 0.00098145648183123823 leaf_weight=196.40833254856989 6.6758750155568114 10.831219196319578 29.074184697121382 leaf_count=2142 28 87 188 internal_value=0 -0.000165089 0.000687135 internal_weight=0 207.24 35.7501 internal_count=2445 2229 216 is_linear=0 shrinkage=0.00106768 Tree=1426 num_leaves=4 num_cat=0 split_feature=12 3 4 split_gain=23.3078 23.6237 16.5665 threshold=0.083325000000000024 0.14121000000000003 -0.45134999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022772332599435186 -0.00011532920769325969 0.00036657675240235301 0.00010529652763505054 leaf_weight=12.199829034507273 117.15892726462334 8.1070172563195211 134.48224645853043 leaf_count=71 1752 24 661 internal_value=0 -8.38415e-05 7.74461e-05 internal_weight=0 125.266 146.682 internal_count=2508 1776 732 is_linear=0 shrinkage=0.000274722 Tree=1427 num_leaves=4 num_cat=0 split_feature=4 13 47 split_gain=21.6719 21.6634 5.20268 threshold=0.27626000000000001 -0.18749999999999997 0.10678000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026117496133977453 0.00021793501446776956 -8.3276169121456579e-05 -6.9193876115948005e-05 leaf_weight=19.062698718160391 41.264657698571682 197.58673035725951 7.0185950994491568 leaf_count=83 247 2115 27 internal_value=0 -5.28491e-05 0.000176134 internal_weight=0 216.649 48.2833 internal_count=2472 2198 274 is_linear=0 shrinkage=0.000309381 Tree=1428 num_leaves=4 num_cat=0 split_feature=130 1429 49 split_gain=17.0663 15.7922 2.94131 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.084294999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012711475124640994 0.00022148893857439471 0.00013518912381406335 -0.0012619729650986573 leaf_weight=9.0083108851686102 1.6180344223976124 214.86122941086069 12.751140657812355 leaf_count=117 9 1972 311 internal_value=0 7.79922e-05 -0.00109451 internal_weight=0 223.87 14.3692 internal_count=2409 2089 320 is_linear=0 shrinkage=0.00104674 Tree=1429 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=19.8442 29.4015 20.7491 threshold=-0.060644999999999991 -0.041304999999999988 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055970720281689132 -0.00047591925311531657 0.00020130314086812788 0.00066620866380566457 leaf_weight=79.789996174629778 17.034493621438742 89.150072759017348 57.664396561682224 leaf_count=1580 119 444 334 internal_value=0 -0.000158253 0.000405433 internal_weight=0 168.94 74.6989 internal_count=2477 2024 453 is_linear=0 shrinkage=0.000911254 Tree=1430 num_leaves=4 num_cat=0 split_feature=1 15 52 split_gain=23.8315 18.7294 14.9273 threshold=0.10384000000000002 0.084050000000000014 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7411618768632347e-05 -0.00028413226485942241 -0.00028193521797540078 0.00015724221404986281 leaf_weight=139.93952108174562 7.8515160456299773 31.254814106971025 94.119379423558712 leaf_count=1124 71 816 478 internal_value=0 -6.58582e-05 0.000122983 internal_weight=0 171.194 101.971 internal_count=2489 1940 549 is_linear=0 shrinkage=0.000309381 Tree=1431 num_leaves=4 num_cat=0 split_feature=123 3 43 split_gain=18.9281 21.1517 6.45143 threshold=1.0000000180025095e-35 -0.10072999999999999 -0.040789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.995295073637413e-05 0.00027265167247581321 -0.00010400266214268671 -3.3315927932172157e-05 leaf_weight=66.36347789876163 25.891728382557631 157.83887482155114 8.3543076924979669 leaf_count=344 153 1901 48 internal_value=0 -4.36124e-05 0.000198146 internal_weight=0 224.202 34.246 internal_count=2446 2245 201 is_linear=0 shrinkage=0.000303315 Tree=1432 num_leaves=4 num_cat=0 split_feature=123 50 1 split_gain=15.4795 15.3095 11.6688 threshold=1.0000000180025095e-35 0.07826000000000001 0.077845000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9596540442774421e-05 -0.00065976024543624014 -0.00081899330975466784 0.00085982135618857655 leaf_weight=184.53058967692778 6.1443492323160163 28.631792753003538 28.441614210605621 leaf_count=1809 25 462 189 internal_value=0 -0.000136002 0.000588603 internal_weight=0 213.162 34.586 internal_count=2485 2271 214 is_linear=0 shrinkage=0.0010061 Tree=1433 num_leaves=4 num_cat=0 split_feature=15 43 13 split_gain=16.7563 19.9968 11.4002 threshold=0.082725000000000007 0.25619500000000001 0.14530000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019217078170079825 -0.00080859443480109047 -0.0014303074895508296 0.00052033179536045574 leaf_weight=202.27122801775113 29.972004529088736 6.9551090858876696 7.1063013914972535 leaf_count=1481 821 85 67 internal_value=0 0.0001375 -0.000553097 internal_weight=0 209.226 37.0783 internal_count=2454 1566 888 is_linear=0 shrinkage=0.000948068 Tree=1434 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=15.6416 17.5548 threshold=-1.0000000180025095e-35 -0.23438999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0011952341758788821 0.00075322862668594662 -0.0001760970499608256 leaf_weight=9.5434677824377996 21.773164141923189 205.19961853791028 leaf_count=69 129 2228 internal_value=0 -8.66208e-05 internal_weight=0 226.973 internal_count=2426 2357 is_linear=0 shrinkage=0.00098637 Tree=1435 num_leaves=4 num_cat=0 split_feature=15 1 0 split_gain=21.1806 21.5808 9.20562 threshold=0.035895000000000003 1.0000000180025095e-35 0.089620000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016399015417846213 -0.00027092403116874843 6.6609320288564847e-05 0.0002665153213523546 leaf_weight=60.359786425717175 47.244533341377974 158.05393543466926 3.6164493672549716 leaf_count=675 922 863 20 internal_value=0 2.83056e-06 -0.000232208 internal_weight=0 218.414 50.861 internal_count=2480 1538 942 is_linear=0 shrinkage=0.000328318 Tree=1436 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=20.3447 16.7866 9.23822 threshold=0.27190000000000009 0.080455000000000013 0.11069000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6820090621442102e-05 0.00087863604527377791 -0.0013388030653467358 -0.00059066413182100471 leaf_weight=183.47828397061676 38.448613526299596 12.644985349848865 5.7647024169564238 leaf_count=2048 253 112 25 internal_value=0 -0.000130837 0.000686055 internal_weight=0 196.123 44.2133 internal_count=2438 2160 278 is_linear=0 shrinkage=0.00108903 Tree=1437 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=15.877 19.8319 threshold=-0.51118499999999989 0.28064000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019393789406270789 -0.00013550164852499944 0.00065637080966550281 leaf_weight=4.2770326640456906 198.99380904156715 38.035116035491228 leaf_count=41 2159 247 internal_value=0 -8.18302e-06 internal_weight=0 237.029 internal_count=2447 2406 is_linear=0 shrinkage=0.0010061 Tree=1438 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=17.7103 21.9855 16.0984 threshold=0.094405000000000003 -0.055219999999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045161863789249841 -0.0009286075473736306 0.00031055797076289866 0.00031758458459048625 leaf_weight=85.907381675671786 7.7462869435548773 38.883020801469684 113.70030847191811 leaf_count=1538 97 191 639 internal_value=0 -0.000214069 0.000237316 internal_weight=0 124.79 121.447 internal_count=2465 1729 736 is_linear=0 shrinkage=0.000841858 Tree=1439 num_leaves=4 num_cat=0 split_feature=15 1 1 split_gain=16.5628 14.9685 10.9837 threshold=0.084050000000000014 0.077765000000000015 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7899038330222954e-05 -0.00025887349591613001 9.5570258690211892e-05 0.00015123665580325731 leaf_weight=57.445009555667639 29.906080864835531 163.39590790867805 7.8147845864295951 leaf_count=726 802 877 30 internal_value=0 4.7826e-05 -0.000173713 internal_weight=0 220.841 37.7209 internal_count=2435 1603 832 is_linear=0 shrinkage=0.000309381 Tree=1440 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=20.8009 22.4373 17.3359 threshold=0.10114000000000002 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017818005759010045 0.00020833778908773524 -0.00011558123595853502 -7.8030024142825011e-05 leaf_weight=34.315463474020362 80.225526824593544 123.79647711291909 30.043034628033638 leaf_count=155 451 1718 155 internal_value=0 -5.17445e-05 0.000130316 internal_weight=0 158.112 110.269 internal_count=2479 1873 606 is_linear=0 shrinkage=0.00032188 Tree=1441 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=23.5996 19.9046 18.9626 threshold=1.0000000180025095e-35 -0.016169999999999997 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018921727503326319 0.00019664415435525657 -7.7844418641991728e-06 0.0002782746350033314 leaf_weight=62.949303057044744 44.935725288465619 148.23656386695802 6.8928554542362681 leaf_count=1233 276 946 18 internal_value=0 3.98561e-05 -0.000142708 internal_weight=0 193.172 69.8422 internal_count=2473 1222 1251 is_linear=0 shrinkage=0.000269335 Tree=1442 num_leaves=4 num_cat=0 split_feature=1 12 43 split_gain=25.8147 22.4539 4.04783 threshold=0.12337000000000002 0.083325000000000024 -0.074169999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5579436486719563e-05 0.0003237776672787439 -0.00011986637949150694 0.0001408332773184303 leaf_weight=122.61391962599009 12.63583269715309 107.02006405126303 26.019675277173519 leaf_count=563 67 1688 167 internal_value=0 -3.15468e-05 0.000201397 internal_weight=0 229.634 38.6555 internal_count=2485 2251 234 is_linear=0 shrinkage=0.000264054 Tree=1443 num_leaves=4 num_cat=0 split_feature=150 1 51 split_gain=20.6168 22.9264 15.0744 threshold=0.081245000000000026 0.12337000000000002 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2492548543823491e-05 -0.0002084516071251638 0.00018217651403968567 0.00018508123546622955 leaf_weight=164.84171917568892 9.1026103496551496 29.117510544136167 58.588149439543486 leaf_count=1944 86 180 265 internal_value=0 -5.11774e-05 0.000131905 internal_weight=0 193.959 67.6908 internal_count=2475 2124 351 is_linear=0 shrinkage=0.00028582 Tree=1444 num_leaves=4 num_cat=0 split_feature=13 3 2 split_gain=16.637 15.4213 1.84783 threshold=-0.16901999999999998 -0.097754999999999995 0.10686000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012017226964947238 0.00032528282261296872 -0.00026862047334357973 0.00058537963655947215 leaf_weight=8.9148939251899737 64.995189055800438 157.17441458115354 12.906290132552384 leaf_count=39 366 1975 91 internal_value=0 -9.47991e-05 0.000842032 internal_weight=0 222.17 21.8212 internal_count=2471 2341 130 is_linear=0 shrinkage=0.00102622 Tree=1445 num_leaves=4 num_cat=0 split_feature=15 1 151 split_gain=18.0311 21.4409 15.7755 threshold=0.084050000000000014 0.11239500000000001 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014865591763399421 -0.0011487522800386011 0.00079779007646594039 0.00016145571627234319 leaf_weight=6.1952889915555707 25.646581645589322 7.6654142253100863 203.30272403359413 leaf_count=55 806 29 1563 internal_value=0 -0.000699662 0.000111952 internal_weight=0 33.312 209.498 internal_count=2453 835 1618 is_linear=0 shrinkage=0.00102622 Tree=1446 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=20.3713 19.4169 7.43588 threshold=0.27190000000000009 -0.18749999999999997 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020334048032986346 0.00019691295294167857 -7.4810440757590036e-05 -8.5970171174443589e-05 leaf_weight=20.923726122826338 40.9331927113235 190.43432843731716 8.3911518156528455 leaf_count=89 252 2091 32 internal_value=0 -4.71814e-05 0.000148703 internal_weight=0 211.358 49.3243 internal_count=2464 2180 284 is_linear=0 shrinkage=0.000274722 Tree=1447 num_leaves=4 num_cat=0 split_feature=1456 403 3 split_gain=17.9941 18.698 3.1022 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15136999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010493977607625291 -0.00016992535984994232 5.3120290446707232e-05 -0.00032421507108836586 leaf_weight=1.2956961914896954 31.034946172498167 218.69117793440819 12.954514878802 leaf_count=6 560 1663 220 internal_value=0 2.53374e-05 -0.00028468 internal_weight=0 249.726 14.2502 internal_count=2449 2223 226 is_linear=0 shrinkage=0.000269335 Tree=1448 num_leaves=4 num_cat=0 split_feature=150 484 51 split_gain=15.7262 20.6002 14.0111 threshold=0.081245000000000026 0.072260000000000005 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022178920593633628 -0.00060802336713853568 0.00047722475456549027 0.00052343140172351522 leaf_weight=154.71879376843572 8.1731291823089105 33.484841490164399 53.611648900434375 leaf_count=1915 79 239 257 internal_value=0 -9.72121e-05 0.000372929 internal_weight=0 188.204 61.7848 internal_count=2490 2154 336 is_linear=0 shrinkage=0.000809167 Tree=1449 num_leaves=4 num_cat=0 split_feature=4 376 151 split_gain=17.8574 17.6464 9.24144 threshold=0.27626000000000001 0.048375000000000008 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0483329699810702e-05 -0.0001614632597952894 0.00022295195593269017 0.00023086000326532551 leaf_weight=192.13860185164958 6.6642922684550276 21.7360814884305 38.68404746055603 leaf_count=2106 29 95 239 internal_value=0 -4.05605e-05 0.000172949 internal_weight=0 213.875 45.3483 internal_count=2469 2201 268 is_linear=0 shrinkage=0.000309381 Tree=1450 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=21.3725 21.3743 16.7664 threshold=0.081095000000000014 0.12796000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022878520496828392 -0.00013849701406424268 0.00032373363506948212 3.2421152810750951e-06 leaf_weight=50.059690430760384 112.14269915875047 10.82665768265724 94.926391871646047 leaf_count=236 1745 49 444 internal_value=0 -9.75431e-05 8.12324e-05 internal_weight=0 122.969 144.986 internal_count=2474 1794 680 is_linear=0 shrinkage=0.000315569 Tree=1451 num_leaves=4 num_cat=0 split_feature=42 16 1 split_gain=16.5146 20.8406 14.6004 threshold=-1.0000000180025095e-35 0.25123500000000004 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0009215627968312774 0.00028818816741732196 -0.00079455374454035898 0.00040981895534519678 leaf_weight=31.193953339476138 178.76751205930486 21.749459687620401 12.604509357362984 leaf_count=621 1526 241 62 internal_value=0 0.000170369 -0.000538344 internal_weight=0 200.517 43.7985 internal_count=2450 1767 683 is_linear=0 shrinkage=0.00104674 Tree=1452 num_leaves=4 num_cat=0 split_feature=1 39 4 split_gain=25.627 18.5595 15.8005 threshold=0.077845000000000011 0.0095750000000000019 -0.10092 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.500188255280801e-05 2.2813493730937665e-06 0.00024298769383657699 -0.00024713750736313179 leaf_weight=19.08026210963726 141.64935975335538 41.059574987739325 55.833067091181874 leaf_count=82 910 224 1235 internal_value=0 5.64902e-05 -0.000162542 internal_weight=0 182.709 74.9133 internal_count=2451 1134 1317 is_linear=0 shrinkage=0.000315569 Tree=1453 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=15.0094 20.6968 15.4686 threshold=0.094405000000000003 -0.060094999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065813129685466352 0.0010242029728381834 0.00045693539093130865 2.5700074862505356e-05 leaf_weight=85.417565372772515 36.050926079973578 39.577302059158683 83.804311046376824 leaf_count=1518 255 203 487 internal_value=0 -0.000304973 0.000326713 internal_weight=0 124.995 119.855 internal_count=2463 1721 742 is_linear=0 shrinkage=0.00127598 Tree=1454 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=22.0239 23.2084 18.6179 threshold=0.077765000000000015 -0.055219999999999998 -0.011819999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010637279444513203 0.00080095928070961686 0.00026529837032860754 -3.3066286060548003e-05 leaf_weight=41.769911726471037 41.616919547319412 24.757460419088602 132.62057133670896 leaf_count=1162 270 125 904 internal_value=0 -0.00056953 0.000166529 internal_weight=0 66.5274 174.237 internal_count=2461 1287 1174 is_linear=0 shrinkage=0.00108903 Tree=1455 num_leaves=4 num_cat=0 split_feature=484 133 124 split_gain=17.3135 16.2698 7.45347 threshold=-0.0068949999999999992 0.13396500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023523996270917875 4.0596925224463141e-05 -0.0002883823108712214 -0.00026544880424270265 leaf_weight=2.3094858601689365 222.73819696996361 11.354942486621438 21.505146822892129 leaf_count=11 1813 226 395 internal_value=0 2.45092e-05 -0.00021602 internal_weight=0 234.093 23.8146 internal_count=2445 2039 406 is_linear=0 shrinkage=0.000269335 Tree=1456 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=20.6268 33.883 11.4934 threshold=-0.10939499999999998 0.081875000000000017 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028500545134718582 -0.00010260565219285469 0.00018308551980835599 -5.2062177557506035e-05 leaf_weight=31.573581445030868 172.75169798405841 48.915076117962599 13.133774831891058 leaf_count=170 2002 262 69 internal_value=0 -3.95017e-05 0.000186102 internal_weight=0 221.667 44.7074 internal_count=2503 2264 239 is_linear=0 shrinkage=0.000303315 Tree=1457 num_leaves=4 num_cat=0 split_feature=4 48 48 split_gain=18.2834 19.0359 6.19038 threshold=0.27190000000000009 0.083570000000000019 0.11714000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010345442125551368 0.00021190371458738665 8.4963951626763724e-05 -9.6142763557407571e-05 leaf_weight=137.8551180572249 42.382401790469885 76.683062904514372 6.9221354573965064 leaf_count=1779 266 445 26 internal_value=0 -3.60983e-05 0.000168536 internal_weight=0 214.538 49.3045 internal_count=2516 2224 292 is_linear=0 shrinkage=0.000303315 Tree=1458 num_leaves=4 num_cat=0 split_feature=1 1429 150 split_gain=22.2178 23.0938 16.2934 threshold=0.094090000000000021 0.084545000000000009 0.079825000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012203967439603598 1.8519165245867537e-05 0.0002141215526277015 0.00022319310814294667 leaf_weight=113.72336641419679 95.940766109153628 17.736617047339678 42.197935163974762 leaf_count=1564 572 130 198 internal_value=0 -7.65411e-05 8.11721e-05 internal_weight=0 131.46 138.139 internal_count=2464 1694 770 is_linear=0 shrinkage=0.000274722 Tree=1459 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=19.2524 35.0672 22.3256 threshold=0.077765000000000015 -0.16772499999999999 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020085842830662256 0.00010264114325984598 -0.00024350284576481079 -0.00014219304678703815 leaf_weight=20.648625236004591 149.84468718990684 55.307245890144259 40.021462878212333 leaf_count=62 913 1225 241 internal_value=0 -0.000122585 5.09797e-05 internal_weight=0 75.9559 189.866 internal_count=2441 1287 1154 is_linear=0 shrinkage=0.000291537 Tree=1460 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=23.6576 22.5048 13.7908 threshold=0.089840000000000017 0.086785000000000015 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.2491041896181017e-05 0.00011991045874170664 -0.00011478838266717442 -0.0001528675765528905 leaf_weight=24.508957291021943 113.51660868525505 37.91882305033505 82.272336123511195 leaf_count=122 679 218 1408 internal_value=0 6.11014e-05 -0.00010112 internal_weight=0 151.435 106.781 internal_count=2427 897 1530 is_linear=0 shrinkage=0.000264054 Tree=1461 num_leaves=4 num_cat=0 split_feature=15 1 1 split_gain=25.1898 14.9403 10.8694 threshold=0.084050000000000014 0.13662500000000002 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1780840296947402e-06 -0.00032337508818003103 0.00026162900892976858 0.00012310738675751489 leaf_weight=207.36797243356705 28.830531232524663 19.088490894064307 5.4563690721988669 leaf_count=1536 821 127 23 internal_value=0 1.55983e-05 -0.000252153 internal_weight=0 226.456 34.2869 internal_count=2507 1663 844 is_linear=0 shrinkage=0.000291537 Tree=1462 num_leaves=4 num_cat=0 split_feature=123 0 42 split_gain=16.0471 16.3728 6.17703 threshold=1.0000000180025095e-35 -0.10674499999999999 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022373199472650951 -0.00024586994812155025 -0.00029054614024420918 0.00073358804681447501 leaf_weight=77.545043459162116 6.2328013628721228 135.75333986151963 27.953990304842591 leaf_count=367 26 1911 188 internal_value=0 -0.00010356 0.000554797 internal_weight=0 213.298 34.1868 internal_count=2492 2278 214 is_linear=0 shrinkage=0.000893386 Tree=1463 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=24.7454 21.1725 18.6586 threshold=0.10098000000000001 0.11439500000000001 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3876014684392802e-05 -0.0002728975261056093 0.0002794169426502505 0.00011642359468158507 leaf_weight=140.80397522589192 7.461921138688921 9.7064115889370424 101.20804169028997 leaf_count=1818 84 27 521 internal_value=0 -6.0257e-05 8.94371e-05 internal_weight=0 150.51 108.67 internal_count=2450 1845 605 is_linear=0 shrinkage=0.000239162 Tree=1464 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=24.5949 31.3308 24.9839 threshold=1.0000000180025095e-35 -0.10092 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014682228410125685 -0.00012036155271305353 -0.00026278302932987674 0.00011687887942467576 leaf_weight=22.48773398809135 51.131651528179646 53.353657737374306 143.02199343405664 leaf_count=74 490 1230 718 internal_value=0 -0.000141294 5.43667e-05 internal_weight=0 75.8414 194.154 internal_count=2512 1304 1208 is_linear=0 shrinkage=0.000291537 Tree=1465 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=27.3627 18.7172 14.0106 threshold=0.084045000000000022 -0.046739999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021086286080709954 0.00011266777698490598 -0.0001658768875776353 2.3532132131630437e-05 leaf_weight=50.024132966063917 25.656769646331668 83.941833811812103 93.426961643621325 leaf_count=310 133 1497 483 internal_value=0 -0.000100622 8.89714e-05 internal_weight=0 109.599 143.451 internal_count=2423 1630 793 is_linear=0 shrinkage=0.00028582 Tree=1466 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=15.8994 32.8348 19.3722 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00087197207907150351 -0.000717443797447857 0.00041338482666725872 0.00024340348379360378 leaf_weight=40.490603164304048 18.616013932973146 25.945422234013677 158.47134453151375 leaf_count=1149 144 127 1060 internal_value=0 -0.000370148 0.000142007 internal_weight=0 66.436 177.087 internal_count=2480 1276 1204 is_linear=0 shrinkage=0.000893386 Tree=1467 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=19.9168 20.5075 15.2483 threshold=0.083325000000000024 0.10812000000000001 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022673552579160613 -0.00011708967984467318 0.00038559556930614652 1.45237298739638e-05 leaf_weight=50.69512427598238 108.97390125412494 8.2549603618681413 89.54832412302494 leaf_count=265 1681 24 443 internal_value=0 -8.13577e-05 9.13536e-05 internal_weight=0 117.229 140.243 internal_count=2413 1705 708 is_linear=0 shrinkage=0.000309381 Tree=1468 num_leaves=4 num_cat=0 split_feature=1 0 130 split_gain=18.0827 21.8792 17.8134 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.068174999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080758863503025172 0.00098107726868514196 0.0002349429659848165 5.5542499844794716e-05 leaf_weight=40.224107812624425 18.423584656789899 26.63542034290731 158.89147738646716 leaf_count=1154 74 130 1110 internal_value=0 -0.000392568 0.000152267 internal_weight=0 66.8595 177.315 internal_count=2468 1284 1184 is_linear=0 shrinkage=0.000893386 Tree=1469 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=18.6596 19.0117 12.387 threshold=0.10423500000000001 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3958324903501697e-05 0.0001852998434093069 0.00041890038881989993 -6.1903385065430666e-05 leaf_weight=158.96296232147142 69.17852539382875 7.7467650249600402 28.418460128828883 leaf_count=1963 396 19 148 internal_value=0 -6.03257e-05 0.00011333 internal_weight=0 166.71 97.597 internal_count=2526 1982 544 is_linear=0 shrinkage=0.000315569 Tree=1470 num_leaves=4 num_cat=0 split_feature=133 1 1 split_gain=16.6851 16.0863 0.941329 threshold=-0.39935999999999994 0.11530500000000002 0.10293500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010215636887462389 -6.475595101528864e-05 0.00048458575643527184 -0.0017635250484375896 leaf_weight=5.0466225319541982 193.97954934183508 49.175182325765491 2.172072634100914 leaf_count=119 2049 325 13 internal_value=0 4.65138e-05 -0.00126834 internal_weight=0 243.155 7.2187 internal_count=2506 2374 132 is_linear=0 shrinkage=0.000858695 Tree=1471 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=26.5716 23.3514 19.9911 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027032023610956354 -0.00020362081026875875 5.8229311467905545e-05 8.0879063419136258e-05 leaf_weight=43.663077586330473 20.801319450139999 25.983628133311868 171.70848782733083 leaf_count=1142 149 135 1051 internal_value=0 -0.000147849 5.00374e-05 internal_weight=0 69.6467 192.51 internal_count=2477 1277 1200 is_linear=0 shrinkage=0.000274722 Tree=1472 num_leaves=4 num_cat=0 split_feature=160 52 52 split_gain=15.4232 16.6468 0.152522 threshold=-0.40446999999999994 -0.42985499999999993 0.29871500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085078740538918466 -0.0010396734721763092 0.0001019606092318762 -0.0012136360486103316 leaf_weight=2.7785040857270342 12.009641747921703 216.96228723088279 7.7201024703681469 leaf_count=55 230 2029 130 internal_value=0 4.16027e-05 -0.0011276 internal_weight=0 228.972 10.4986 internal_count=2444 2259 185 is_linear=0 shrinkage=0.000948068 Tree=1473 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=20.3977 20.9157 17.6841 threshold=0.099325000000000011 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041431204460400941 0.00054484766556784096 -0.00049623924280162146 -0.00035687116456201737 leaf_weight=32.013962833210826 76.397631701081991 104.07552617182955 29.160858565941453 leaf_count=155 481 1694 162 internal_value=0 -0.000281875 0.000295631 internal_weight=0 136.089 105.558 internal_count=2492 1849 643 is_linear=0 shrinkage=0.00098637 Tree=1474 num_leaves=4 num_cat=0 split_feature=160 1 1 split_gain=19.0757 17.922 0.179254 threshold=-0.40446999999999994 0.088975000000000012 0.096575000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030946698866732064 -8.2443151064533681e-05 6.7841356596959701e-05 -0.0004080073134381758 leaf_weight=6.8622911935672146 99.266589346341789 150.60333538241684 4.6027256548404694 leaf_count=156 1396 898 29 internal_value=0 8.12719e-06 -0.00035259 internal_weight=0 249.87 11.465 internal_count=2479 2294 185 is_linear=0 shrinkage=0.000274722 Tree=1475 num_leaves=4 num_cat=0 split_feature=13 3 2 split_gain=14.9053 20.3144 1.5406 threshold=-0.16901999999999998 -0.12077499999999998 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00093223267546014752 0.000397427020192073 -0.00024911999292559777 0.00045777747900631219 leaf_weight=9.2745068948715943 50.422136519104242 166.78426568303257 14.212336014956234 leaf_count=44 252 2033 104 internal_value=0 -9.89036e-05 0.000648665 internal_weight=0 217.206 23.4868 internal_count=2433 2285 148 is_linear=0 shrinkage=0.000893386 Tree=1476 num_leaves=4 num_cat=0 split_feature=13 40 13 split_gain=17.0981 17.7407 1.51738 threshold=-0.24588999999999997 -0.076644999999999977 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043240643101267578 0.00062355046239895046 -0.0002197145499720555 0.0010665700818424202 leaf_weight=5.9936766810715225 31.91594036668539 186.52218657266349 15.05261195078492 leaf_count=37 180 2142 97 internal_value=0 -9.6249e-05 0.000889213 internal_weight=0 218.438 21.0463 internal_count=2456 2322 134 is_linear=0 shrinkage=0.00104674 Tree=1477 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=16.5477 19.2653 threshold=-0.52082499999999987 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0021431246759983603 -7.5021864867885451e-05 0.00073433560553167853 leaf_weight=3.8349457350559524 199.49178789881989 40.182189187034965 leaf_count=38 2163 265 internal_value=0 6.09493e-05 internal_weight=0 239.674 internal_count=2466 2428 is_linear=0 shrinkage=0.00106768 Tree=1478 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=21.9733 19.7679 10.4043 threshold=0.069910000000000014 0.12337000000000002 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.454959460725965e-05 -4.1333703208727623e-05 0.00016105544640066118 0.0002593183843661256 leaf_weight=179.83925106003881 12.002375142648814 31.488187368959188 31.075056429952383 leaf_count=2007 85 208 125 internal_value=0 -3.93773e-05 0.00017566 internal_weight=0 211.327 43.0774 internal_count=2425 2215 210 is_linear=0 shrinkage=0.000274722 Tree=1479 num_leaves=4 num_cat=0 split_feature=13 43 11 split_gain=16.2721 22.4345 9.4024 threshold=-0.10939499999999998 -0.074459999999999985 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024523069890509188 8.44687619841147e-05 -8.7269818563360737e-05 -3.675259768629186e-05 leaf_weight=30.451290375553071 94.664224027656019 131.95855186739936 11.887656364589928 leaf_count=168 952 1321 64 internal_value=0 -1.55254e-05 0.000166169 internal_weight=0 226.623 42.3389 internal_count=2505 2273 232 is_linear=0 shrinkage=0.000269335 Tree=1480 num_leaves=4 num_cat=0 split_feature=128 123 133 split_gain=15.8282 14.1834 2.88962 threshold=0.085185000000000025 1.0000000180025095e-35 -0.27466499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4588894123393721e-05 -0.00018293836961296323 0.00072002995650477606 -0.0014579498004356469 leaf_weight=201.42481643985957 2.3379532005637875 29.600158121436834 8.241305483505128 leaf_count=2099 39 194 133 internal_value=0 7.11182e-05 -0.00118105 internal_weight=0 231.025 10.5793 internal_count=2465 2293 172 is_linear=0 shrinkage=0.0010061 Tree=1481 num_leaves=4 num_cat=0 split_feature=376 13 49 split_gain=17.4312 20.3014 1.97427 threshold=0.048375000000000008 -0.10939499999999998 -0.08130999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017310438281948899 0.00011426983102066992 -6.4100919360400471e-05 0.00030588700519663627 leaf_weight=41.936384870670736 7.5338839665055302 193.20768213039264 17.539866868406534 leaf_count=225 42 2099 92 internal_value=0 -2.17347e-05 0.000249076 internal_weight=0 235.144 25.0738 internal_count=2458 2324 134 is_linear=0 shrinkage=0.000309381 Tree=1482 num_leaves=4 num_cat=0 split_feature=1 0 43 split_gain=24.0513 29.5401 17.7698 threshold=1.0000000180025095e-35 -0.055219999999999998 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027828192492505984 0.00018604827299821707 0.00011563134407300387 -4.5199446089121644e-06 leaf_weight=46.64665896166116 67.84487628005445 26.225795067846775 119.08320784382522 leaf_count=1175 417 124 760 internal_value=0 -0.000136558 6.47161e-05 internal_weight=0 72.8725 186.928 internal_count=2476 1299 1177 is_linear=0 shrinkage=0.000297367 Tree=1483 num_leaves=4 num_cat=0 split_feature=123 3 43 split_gain=19.7008 17.2964 3.95357 threshold=1.0000000180025095e-35 -0.10072999999999999 -0.040789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045107801973056971 0.0011478273946702985 -0.00029218537297004681 9.415438018816206e-05 leaf_weight=64.748755866661668 25.829265203326941 149.71302056591958 6.4493240788578978 leaf_count=348 169 1923 41 internal_value=0 -6.76664e-05 0.000938355 internal_weight=0 214.462 32.2786 internal_count=2481 2271 210 is_linear=0 shrinkage=0.00120238 Tree=1484 num_leaves=4 num_cat=0 split_feature=13 43 12 split_gain=17.7606 17.1197 1.59281 threshold=-0.23438999999999996 -0.074459999999999985 -0.040564999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043160049028803199 0.00026680203824005724 -0.00032025963830219987 0.001067191230524809 leaf_weight=5.9674271754920509 87.543788386974484 129.64727228926495 15.459775751456617 leaf_count=65 956 1340 76 internal_value=0 -8.36156e-05 0.000893344 internal_weight=0 217.191 21.4272 internal_count=2437 2296 141 is_linear=0 shrinkage=0.00102622 Tree=1485 num_leaves=4 num_cat=0 split_feature=14 123 160 split_gain=15.874 16.3923 1.03072 threshold=0.076175000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2623140965982488e-05 -0.001279240339238853 0.00055616700234797207 -0.00070918537922677952 leaf_weight=203.27001742133871 4.3970574252307415 33.171531476080418 4.4300005398690683 leaf_count=2186 37 212 45 internal_value=0 5.02052e-05 -0.00100562 internal_weight=0 236.442 8.82706 internal_count=2480 2398 82 is_linear=0 shrinkage=0.000777746 Tree=1486 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=26.9616 26.5441 15.3666 threshold=0.079890000000000017 0.23716000000000004 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019168781751761777 -0.00016269478436780043 0.0001379814976956759 6.2088009841836833e-06 leaf_weight=48.230698512867093 96.09408746752888 25.913000825792551 87.561424193903804 leaf_count=241 1700 109 422 internal_value=0 -9.87664e-05 7.2191e-05 internal_weight=0 122.007 135.792 internal_count=2472 1809 663 is_linear=0 shrinkage=0.000264054 Tree=1487 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=21.6271 23.0904 22.4163 threshold=0.077765000000000015 -0.29521499999999995 -0.10092 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9647052396263939e-05 -0.00028428773556129122 6.5313554996836658e-05 -0.00021978994442559813 leaf_weight=20.607972715049982 13.556336799636481 171.96457889676094 50.96392816118896 leaf_count=86 143 1025 1210 internal_value=0 3.96115e-05 -0.000127801 internal_weight=0 185.521 71.5719 internal_count=2464 1168 1296 is_linear=0 shrinkage=0.000258876 Tree=1488 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=16.444 14.9093 7.81081 threshold=0.27190000000000009 -0.18749999999999997 0.11865500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067784477415296389 0.00067909713886217006 -0.00021864125926060438 -0.0004688655147146638 leaf_weight=19.154893919825554 38.956573825329542 174.31072686379775 6.3778323456645003 leaf_count=87 263 2072 25 internal_value=0 -0.00012954 0.00051684 internal_weight=0 193.466 45.3344 internal_count=2447 2159 288 is_linear=0 shrinkage=0.00096703 Tree=1489 num_leaves=4 num_cat=0 split_feature=1 15 52 split_gain=26.5282 18.6616 11.7331 threshold=0.10491000000000002 0.082725000000000007 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4004031618801579e-06 -0.00024172282926821119 -0.0002672124303861362 0.00017172500836018661 leaf_weight=137.9465951025486 6.4279066137969485 29.882157617714256 86.948124796152115 leaf_count=1097 60 841 460 internal_value=0 -5.46297e-05 0.000143008 internal_weight=0 167.829 93.376 internal_count=2458 1938 520 is_linear=0 shrinkage=0.000297367 Tree=1490 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=25.9612 23.1082 12.2025 threshold=0.083325000000000024 0.12796000000000002 0.035895000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9819612351263813e-05 -0.00013124417162070667 0.00026488446902563924 -0.00018350684625481064 leaf_weight=134.51304754987359 108.25416552089155 11.746426895260809 11.908560818992553 leaf_count=638 1734 53 87 internal_value=0 -9.22578e-05 7.66539e-05 internal_weight=0 120.001 146.422 internal_count=2512 1787 725 is_linear=0 shrinkage=0.000269335 Tree=1491 num_leaves=4 num_cat=0 split_feature=159 1365 15 split_gain=24.3974 17.0769 4.61388 threshold=-1.0000000180025095e-35 0.084635000000000016 -0.47612499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011978301590384267 0.00011405655752073736 -0.0022253038681640885 -0.0013639777310786988 leaf_weight=1.0262754485011125 212.86543060047552 4.6873944858089081 22.576025863643736 leaf_count=7 2040 48 395 internal_value=0 6.25339e-05 -0.00124746 internal_weight=0 217.553 23.6023 internal_count=2490 2088 402 is_linear=0 shrinkage=0.00122643 Tree=1492 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=21.9114 19.5997 8.50699 threshold=0.27626000000000001 -0.084634999999999988 0.11765000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025004270464108774 0.00020398079558472525 -7.536165034978169e-05 -0.00012427310168020724 leaf_weight=14.934320535510777 39.943042363971472 195.70022816956043 6.922434650361537 leaf_count=62 237 2120 25 internal_value=0 -5.21694e-05 0.000155314 internal_weight=0 210.635 46.8655 internal_count=2444 2182 262 is_linear=0 shrinkage=0.000274722 Tree=1493 num_leaves=4 num_cat=0 split_feature=484 155 150 split_gain=14.8333 14.7304 10.4682 threshold=-0.0068949999999999992 0.088610000000000008 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00099375637419332231 0.00014359990906194722 -0.0011433494946769809 0.00093762100830959165 leaf_weight=20.18929312564433 210.34359564213082 8.9127642791718227 3.0642652697861186 leaf_count=388 1930 136 12 internal_value=0 9.07286e-05 -0.000735973 internal_weight=0 219.256 23.2536 internal_count=2466 2066 400 is_linear=0 shrinkage=0.00098637 Tree=1494 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=24.0767 23.2195 19.4849 threshold=0.093575000000000019 -0.097754999999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9320165564643137e-05 0.00014290722048053911 -0.00015929442611518527 -9.3245709630374623e-05 leaf_weight=39.136728673242033 96.179004726931453 89.171847640071064 34.311896419152617 leaf_count=225 585 1496 184 internal_value=0 -8.34502e-05 8.07853e-05 internal_weight=0 128.309 130.491 internal_count=2490 1721 769 is_linear=0 shrinkage=0.000269335 Tree=1495 num_leaves=4 num_cat=0 split_feature=130 1429 376 split_gain=13.9899 14.6351 3.44987 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.08746000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010192999542090954 -0.00099972881305841559 0.00013460710077703564 0.00032211919320513781 leaf_weight=9.4177067475393397 12.722498436924068 216.28498311387375 1.8258489742875088 leaf_count=114 317 1972 6 internal_value=0 8.59775e-05 -0.000832641 internal_weight=0 225.703 14.5483 internal_count=2409 2086 323 is_linear=0 shrinkage=0.000911254 Tree=1496 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=14.2657 18.6588 threshold=0.062655000000000016 -0.13110499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00053893529061418565 -0.0013074326794146212 -0.00010961894638748401 leaf_weight=68.593964574858546 8.296976597979663 166.03169955825433 leaf_count=283 73 2133 internal_value=0 8.01557e-05 internal_weight=0 234.626 internal_count=2489 2416 is_linear=0 shrinkage=0.00104674 Tree=1497 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=19.9522 21.471 15.849 threshold=0.079890000000000017 -0.18708499999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023870992829417063 0.00014895853494866298 -0.00017758330622541385 -5.4698353824329382e-07 leaf_weight=45.161186069250107 28.080525785684586 94.423987202811986 87.570497859269381 leaf_count=233 155 1659 434 internal_value=0 -0.000102666 8.09914e-05 internal_weight=0 122.505 132.732 internal_count=2481 1814 667 is_linear=0 shrinkage=0.000328318 Tree=1498 num_leaves=4 num_cat=0 split_feature=13 1 2 split_gain=18.4461 17.8149 1.68375 threshold=-0.23438999999999996 1.0000000180025095e-35 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014777800856453126 -0.00062322830979636042 0.00010820239366815693 0.00077409723711776733 leaf_weight=8.2750266660004872 60.926345061510801 163.81202906090766 11.134460944682358 leaf_count=40 1293 1092 91 internal_value=0 -9.02993e-05 0.00108086 internal_weight=0 224.738 19.4095 internal_count=2516 2385 131 is_linear=0 shrinkage=0.00115569 Tree=1499 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=25.3813 16.1798 14.3428 threshold=0.099325000000000011 -0.060094999999999989 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016396834394667543 -0.00032180654158646242 5.7883616434904289e-05 0.00011315384636603918 leaf_weight=99.78051921306178 6.7682604379951945 38.723991127684712 102.48720066994429 leaf_count=1619 83 209 550 internal_value=0 -0.000101945 8.59066e-05 internal_weight=0 138.505 109.255 internal_count=2461 1828 633 is_linear=0 shrinkage=0.000291537 Tree=1500 num_leaves=4 num_cat=0 split_feature=1 150 3 split_gain=18.3875 14.8628 4.7111 threshold=0.12541500000000003 0.081245000000000026 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023089289733171358 0.0011276414320657087 0.00037495410544428068 0.00033285276139181084 leaf_weight=156.27320198528469 15.450768390670421 52.554347150027752 13.839762292802332 leaf_count=1942 102 300 105 internal_value=0 -7.83039e-05 0.000754802 internal_weight=0 208.828 29.2905 internal_count=2449 2242 207 is_linear=0 shrinkage=0.00098637 Tree=1501 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=24.5061 27.0133 15.5849 threshold=0.10098000000000001 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000125574312545917 -0.0003334898918442088 -0.00016650380733850887 0.00011852653708209056 leaf_weight=36.162804629653692 7.1528880111873141 122.89620198123157 94.955362347885966 leaf_count=153 78 1675 536 internal_value=0 -0.000100057 8.65313e-05 internal_weight=0 159.059 102.108 internal_count=2442 1828 614 is_linear=0 shrinkage=0.000297367 Tree=1502 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=14.4933 15.9511 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0011494711443201789 0.0002865951275318688 -0.00022393213097989694 leaf_weight=9.6074757110327464 88.0379430167377 146.20495136361569 leaf_count=72 429 1976 internal_value=0 -3.20101e-05 internal_weight=0 234.243 internal_count=2477 2405 is_linear=0 shrinkage=0.000948068 Tree=1503 num_leaves=4 num_cat=0 split_feature=1 158 52 split_gain=22.2406 14.4936 12.5292 threshold=0.10114000000000002 1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0460154825273072e-05 -0.00030833458973049573 -0.00033504385630741282 9.3541886726090101e-05 leaf_weight=138.32532169343904 6.1534063182771197 17.522163134999573 90.014890268445015 leaf_count=1617 67 219 517 internal_value=0 -0.000100427 6.74988e-05 internal_weight=0 155.847 96.1683 internal_count=2420 1836 584 is_linear=0 shrinkage=0.000274722 Tree=1504 num_leaves=4 num_cat=0 split_feature=13 39 3 split_gain=17.1221 23.142 6.82219 threshold=-0.10939499999999998 0.081875000000000017 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.036151638430416e-05 -7.0944584488318724e-05 0.00015003497881024836 0.00021884859701350518 leaf_weight=8.5956516452133638 173.26002813177183 42.771750828251243 32.423345259390771 leaf_count=45 1996 229 180 internal_value=0 -2.71382e-05 0.000162451 internal_weight=0 216.032 41.019 internal_count=2450 2225 225 is_linear=0 shrinkage=0.000269335 Tree=1505 num_leaves=4 num_cat=0 split_feature=52 42 133 split_gain=16.5022 15.7556 10.2362 threshold=0.17002500000000001 -1.0000000180025095e-35 -0.030679999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057077022880008615 0.0012699106387750051 0.0002194556445339723 -0.0012793478777132559 leaf_weight=39.336943180300295 2.1891213892959085 180.94060405297205 17.790484595112503 leaf_count=631 28 1560 253 internal_value=0 7.81196e-05 -0.000994511 internal_weight=0 220.278 19.9796 internal_count=2472 2191 281 is_linear=0 shrinkage=0.00113303 Tree=1506 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=25.7074 16.5887 16.5579 threshold=0.10098000000000001 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2677846049115132e-05 0.00025535064337816016 -0.0001331342789912806 2.1832527200544908e-05 leaf_weight=32.724966730922461 34.714019959792495 115.22848687088117 75.674594705924392 leaf_count=155 236 1699 386 internal_value=0 -8.31559e-05 9.54515e-05 internal_weight=0 147.953 110.389 internal_count=2476 1854 622 is_linear=0 shrinkage=0.000280216 Tree=1507 num_leaves=4 num_cat=0 split_feature=15 160 1 split_gain=17.2189 14.0461 12.5994 threshold=0.084050000000000014 -0.25833999999999996 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012846523585317575 -0.0010887983334855588 0.00016748220236364499 0.00055509194225316163 leaf_weight=8.1054900074377638 25.643920483998954 204.79972115717828 6.9655577652156344 leaf_count=117 802 1521 29 internal_value=0 0.000111552 -0.000736957 internal_weight=0 212.905 32.6095 internal_count=2469 1638 831 is_linear=0 shrinkage=0.00108903 Tree=1508 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=17.4939 24.4977 19.0612 threshold=1.0000000180025095e-35 -0.10092 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054173760898119873 0.00031988665341424677 -0.00095745179154085272 -0.00053823618024287899 leaf_weight=17.902107622474432 137.60773524641991 45.842654496897012 39.398136520758271 leaf_count=61 973 1217 248 internal_value=0 -0.000536207 0.000128665 internal_weight=0 63.7448 177.006 internal_count=2499 1278 1221 is_linear=0 shrinkage=0.00108903 Tree=1509 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=21.3359 19.3358 19.139 threshold=0.093575000000000019 -0.17339999999999997 -0.12496999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048694278823118998 -0.00092209397252360627 0.00045920067255869406 -0.00055325315600363511 leaf_weight=25.866219501942396 12.788470223546026 110.97899603843689 90.190473396331072 leaf_count=123 102 672 1578 internal_value=0 0.000315772 -0.000321173 internal_weight=0 123.767 116.057 internal_count=2475 774 1701 is_linear=0 shrinkage=0.00106768 Tree=1510 num_leaves=4 num_cat=0 split_feature=43 457 0 split_gain=16.5841 20.1305 19.5046 threshold=-0.074459999999999985 0.082380000000000009 -0.074204999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.4773116912216284e-05 -0.0003672344113314938 0.0006965546287395184 0.00098979933591751535 leaf_weight=51.807136171497405 123.53473798185587 26.579674644395709 41.003443663939834 leaf_count=700 1371 109 271 internal_value=0 -0.000178498 0.000418527 internal_weight=0 150.114 92.8106 internal_count=2451 1480 971 is_linear=0 shrinkage=0.00111081 Tree=1511 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=17.945 21.0629 13.5673 threshold=0.083325000000000024 0.10812000000000001 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019638662993670412 -0.00011791631254922276 0.00034891814956954255 6.3144034428206873e-06 leaf_weight=48.487620037049055 108.39833925804123 8.7793917730450612 93.016270071268082 leaf_count=264 1727 26 460 internal_value=0 -8.26396e-05 7.15482e-05 internal_weight=0 117.178 141.504 internal_count=2477 1753 724 is_linear=0 shrinkage=0.000291537 Tree=1512 num_leaves=4 num_cat=0 split_feature=14 12 14 split_gain=17.1583 15.6041 0.594631 threshold=0.076175000000000007 0.083325000000000024 0.087740000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032304359899064801 -0.0010573150436330554 -0.00022652363298286175 -0.0016811457672578094 leaf_weight=127.07224894780666 4.1023743189871293 101.90753253316507 4.6496441289782524 leaf_count=676 46 1683 36 internal_value=0 7.84673e-05 -0.00140578 internal_weight=0 228.98 8.75202 internal_count=2441 2359 82 is_linear=0 shrinkage=0.00104674 Tree=1513 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=18.8956 18.4505 14.8871 threshold=0.079890000000000017 -0.044809999999999996 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081644514830949485 0.00049341339106105013 -0.00062295508621253376 -6.0039272827857093e-06 leaf_weight=42.535518538206816 24.423789819702506 84.451291240751743 83.708377365022898 leaf_count=242 142 1636 428 internal_value=0 -0.000372272 0.000271583 internal_weight=0 108.875 126.244 internal_count=2448 1778 670 is_linear=0 shrinkage=0.00113303 Tree=1514 num_leaves=4 num_cat=0 split_feature=0 1 16 split_gain=18.202 25.3923 22.8763 threshold=-0.060644999999999991 1.0000000180025095e-35 0.16703000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00092951231857699038 0.0009547983120800496 6.6479721730157326e-05 -0.00029722380416001136 leaf_weight=40.356819661334157 44.801862033084035 121.45589451678097 28.089462792500854 leaf_count=1145 234 841 201 internal_value=0 -0.000182396 0.000472602 internal_weight=0 161.813 72.8913 internal_count=2421 1986 435 is_linear=0 shrinkage=0.00108903 Tree=1515 num_leaves=4 num_cat=0 split_feature=3 457 1 split_gain=19.8305 16.9294 1.11316 threshold=0.18307500000000002 0.069910000000000014 0.10932500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021799308283582632 0.0014965129837023112 0.00044693896231243641 0.00087125398764031166 leaf_weight=183.12934440374374 3.7336976900696746 40.259208051487803 9.8601602762937528 leaf_count=2137 11 206 105 internal_value=0 -9.79948e-05 0.00105381 internal_weight=0 223.389 13.5939 internal_count=2459 2343 116 is_linear=0 shrinkage=0.000929479 Tree=1516 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=19.1759 20.2244 18.5552 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014506101150892669 0.00018119641061033873 -0.00012977134765298546 -0.00010771418903562188 leaf_weight=32.842648029327393 78.276435000821948 115.31744160363451 29.119944605976343 leaf_count=151 473 1705 153 internal_value=0 -6.87857e-05 0.000102829 internal_weight=0 148.16 107.396 internal_count=2482 1856 626 is_linear=0 shrinkage=0.000309381 Tree=1517 num_leaves=4 num_cat=0 split_feature=15 4 39 split_gain=20.3153 19.3194 13.4099 threshold=0.084050000000000014 -0.49367499999999992 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026239774469881329 -0.0002631345571470641 6.6091864239364861e-05 0.00028550587567923022 leaf_weight=15.66373550891876 29.562992252409458 201.00340014882386 4.0548094511032096 leaf_count=115 818 1511 16 internal_value=0 4.22208e-05 -0.000196232 internal_weight=0 216.667 33.6178 internal_count=2460 1626 834 is_linear=0 shrinkage=0.00028582 Tree=1518 num_leaves=4 num_cat=0 split_feature=376 4 2 split_gain=16.1722 17.6928 2.92313 threshold=0.048375000000000008 0.27190000000000009 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027175598819088485 0.0004292226308000295 0.00055550538713640505 0.0012608731105347001 leaf_weight=173.15245758835226 9.836546031758191 40.943760558962822 12.469312934204934 leaf_count=2083 65 256 66 internal_value=0 -0.000113343 0.000898103 internal_weight=0 214.096 22.3059 internal_count=2470 2339 131 is_linear=0 shrinkage=0.00113303 Tree=1519 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=14.4743 17.4988 7.86812 threshold=0.28064000000000006 0.080455000000000013 0.10843500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4943122472883077e-05 0.00083207470663542457 -0.0015054576881125879 -0.00070753503801640146 leaf_weight=184.00910372054204 35.405685113742948 12.94558243639767 5.4611061513423911 leaf_count=2090 245 117 23 internal_value=0 -0.000160428 0.000624963 internal_weight=0 196.955 40.8668 internal_count=2475 2207 268 is_linear=0 shrinkage=0.00120238 Tree=1520 num_leaves=4 num_cat=0 split_feature=14 376 160 split_gain=16.6998 18.9389 0.479052 threshold=0.076175000000000007 0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.082451271110427e-05 -0.00050718613820802561 0.00028384422751659335 -0.00033117110805002282 leaf_weight=218.17077455390245 4.4134783260524273 24.009587978944182 4.1375806648284179 leaf_count=2247 35 130 41 internal_value=0 1.85064e-05 -0.000427399 internal_weight=0 242.18 8.55106 internal_count=2453 2377 76 is_linear=0 shrinkage=0.000315569 Tree=1521 num_leaves=4 num_cat=0 split_feature=123 3 124 split_gain=21.4488 19.2118 7.57016 threshold=1.0000000180025095e-35 0.18307500000000002 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5001414331134582e-05 0.00026391030777418408 0.0003088939879291246 -8.583969472243983e-05 leaf_weight=210.12789408769459 25.036956163123254 10.970323428511618 6.5922294519841662 leaf_count=2153 159 93 48 internal_value=0 -6.53109e-05 0.000190969 internal_weight=0 221.098 31.6292 internal_count=2453 2246 207 is_linear=0 shrinkage=0.000291537 Tree=1522 num_leaves=4 num_cat=0 split_feature=39 13 43 split_gain=17.7031 22.2111 17.3649 threshold=0.0095750000000000019 -0.10939499999999998 -0.042884999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016905424130756602 0.00025114232036662666 -8.3919648926038238e-05 -0.00015926168348596271 leaf_weight=35.700323322787881 37.559495320543647 167.30318753793836 11.33415189757943 leaf_count=201 216 1955 69 internal_value=0 -3.93628e-05 0.000155859 internal_weight=0 203.004 48.8936 internal_count=2441 2156 285 is_linear=0 shrinkage=0.000291537 Tree=1523 num_leaves=4 num_cat=0 split_feature=49 4 3 split_gain=14.214 16.0056 10.1769 threshold=-0.043469999999999995 0.50657000000000008 -0.097754999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011696723267253534 -0.00027115597230776135 0.00086594331566826658 0.00016634194758869425 leaf_weight=15.646219938993452 159.99002511426806 15.365901496261356 43.072008876129985 leaf_count=51 2003 135 268 internal_value=0 -0.000171026 0.000435409 internal_weight=0 175.356 58.7182 internal_count=2457 2138 319 is_linear=0 shrinkage=0.00106768 Tree=1524 num_leaves=4 num_cat=0 split_feature=1 51 50 split_gain=16.2238 15.1716 5.49924 threshold=0.12541500000000003 -0.10998999999999999 0.11564500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001083401209022048 0.0010574683373292106 3.4849075847004402e-05 -0.00021825995074793828 leaf_weight=16.132895428687334 23.783097440376881 190.75864392705262 5.0090136602520934 leaf_count=205 188 2027 26 internal_value=0 -5.28882e-05 0.000835542 internal_weight=0 206.892 28.7921 internal_count=2446 2232 214 is_linear=0 shrinkage=0.00111081 Tree=1525 num_leaves=4 num_cat=0 split_feature=484 160 150 split_gain=16.0545 18.3622 11.5733 threshold=-0.0068949999999999992 -0.25833999999999996 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011505985280331906 -0.0012351497054081068 0.00016394770973801302 0.00082977078600373667 leaf_weight=19.29987911274657 10.710762974340467 204.30644486378878 3.7952370680868617 leaf_count=382 208 1852 15 internal_value=0 9.36472e-05 -0.00082273 internal_weight=0 215.017 23.0951 internal_count=2457 2060 397 is_linear=0 shrinkage=0.00104674 Tree=1526 num_leaves=4 num_cat=0 split_feature=1 15 2 split_gain=15.8308 18.5867 4.63645 threshold=0.12419000000000001 0.084050000000000014 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2682808996990624e-05 0.00034689564650999176 -0.00086850871024375578 0.0011047665323177802 leaf_weight=177.93708592932671 20.32338684797287 26.520034133456647 13.736029988154767 leaf_count=1435 145 811 94 internal_value=0 -8.46217e-05 0.00065516 internal_weight=0 204.457 34.0594 internal_count=2485 2246 239 is_linear=0 shrinkage=0.0010061 Tree=1527 num_leaves=3 num_cat=0 split_feature=4 160 split_gain=17.4968 15.9923 threshold=0.51087000000000005 -0.095794999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002778271645650786 0.0003312033706192868 -2.9395636839942022e-06 leaf_weight=22.195931599009782 13.584695691242812 220.43097653565928 leaf_count=307 114 2072 internal_value=0 -2.82033e-05 internal_weight=0 242.627 internal_count=2493 2379 is_linear=0 shrinkage=0.000309381 Tree=1528 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=20.9728 22.155 12.9611 threshold=0.090515000000000012 -0.074204999999999979 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080525875814855272 -0.00076428829710169244 0.00016540872236257481 0.00034396273210145678 leaf_weight=56.938692556228489 12.164225982502101 43.699178771581501 117.7988706920296 leaf_count=1233 102 360 761 internal_value=0 -0.000384058 0.000239665 internal_weight=0 100.638 129.963 internal_count=2456 1593 863 is_linear=0 shrinkage=0.00102622 Tree=1529 num_leaves=4 num_cat=0 split_feature=50 15 3 split_gain=13.8911 13.645 12.3322 threshold=0.085685000000000011 -0.25061999999999995 0.17646500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078620653991700923 -0.00083547794135647622 -2.0311090129165859e-05 0.0010433039026122451 leaf_weight=19.979369120672345 26.242463727016005 184.91036439873278 3.312356896698474 leaf_count=172 448 1861 16 internal_value=0 5.87211e-05 -0.000621771 internal_weight=0 204.89 29.5548 internal_count=2497 2033 464 is_linear=0 shrinkage=0.000929479 Tree=1530 num_leaves=4 num_cat=0 split_feature=14 1365 16 split_gain=16.0063 15.989 0.916095 threshold=0.076175000000000007 0.088010000000000019 -0.034884999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001198364708902443 -0.0011151526309092833 -0.0022950907588870891 -0.0019217702173599609 leaf_weight=223.96609554067254 5.0723724756389856 3.7638061530888072 4.1445013303309661 leaf_count=2347 48 26 39 internal_value=0 7.88155e-05 -0.00149657 internal_weight=0 227.73 9.21687 internal_count=2460 2373 87 is_linear=0 shrinkage=0.0011788 Tree=1531 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=19.5369 20.7865 16.8015 threshold=0.084045000000000022 0.10812000000000001 0.15307500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010832822826857926 -0.00011968283702139444 0.00036525707483772935 -0.00018131859474456238 leaf_weight=123.27367777749896 101.26467403955758 7.3427392318844786 17.919113071635365 leaf_count=706 1640 21 112 internal_value=0 -8.65546e-05 7.14539e-05 internal_weight=0 108.607 141.193 internal_count=2479 1661 818 is_linear=0 shrinkage=0.000280216 Tree=1532 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=17.9785 20.2048 14.0536 threshold=0.040165000000000006 -0.048759999999999991 -0.046739999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00072344334118682949 0.00027554463757693967 -9.2417633844765445e-05 -0.00053165544115700515 leaf_weight=41.239137530326843 25.139913629740477 80.137573571875691 83.736077329609543 leaf_count=225 148 415 1653 internal_value=0 0.000185192 -0.000345178 internal_weight=0 121.377 108.876 internal_count=2441 640 1801 is_linear=0 shrinkage=0.000948068 Tree=1533 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=20.4363 28.6168 14.061 threshold=0.10098000000000001 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014532751599522761 -0.00027907494222551504 -0.00011499260559022816 0.00011669387550922873 leaf_weight=35.700827980414033 6.0358481872826806 113.08975992212072 99.006686246022582 leaf_count=159 76 1717 548 internal_value=0 -5.24691e-05 9.36797e-05 internal_weight=0 148.791 105.043 internal_count=2500 1876 624 is_linear=0 shrinkage=0.0002538 Tree=1534 num_leaves=4 num_cat=0 split_feature=52 160 15 split_gain=15.5321 16.9352 1.23486 threshold=-0.40306999999999998 -0.25833999999999996 -0.092919999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018169810896087078 -0.0013214831830386305 0.00010774436118683148 -0.0012521367932664057 leaf_weight=1.5245994650758792 10.663018358871339 202.12084137136117 13.12184221157804 leaf_count=18 204 1993 241 internal_value=0 3.54656e-05 -0.00114293 internal_weight=0 212.784 14.6464 internal_count=2456 2197 259 is_linear=0 shrinkage=0.00111081 Tree=1535 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=16.5678 26.7353 15.6641 threshold=-0.10674499999999999 -0.075379999999999989 0.11926500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043759214035383646 -0.00065216205871912675 0.00011895557778908695 -0.00085363465154091901 leaf_weight=79.890733073465526 53.652712155133486 96.148322930559516 7.8174266405403605 leaf_count=400 1264 775 36 internal_value=0 -0.000157509 0.000321563 internal_weight=0 149.801 87.7082 internal_count=2475 2039 436 is_linear=0 shrinkage=0.000875869 Tree=1536 num_leaves=4 num_cat=0 split_feature=1456 133 158 split_gain=15.2208 14.5417 1.895 threshold=-1.0000000180025095e-35 0.15638000000000005 -0.47287499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.9401349262284412e-05 0.00015443840241053717 -0.0010366078387027563 -0.0011281052556252765 leaf_weight=1.8344482691027213 214.73203869257122 9.5155569151975197 10.489891763310878 leaf_count=22 2016 245 209 internal_value=0 0.000103406 -0.000974128 internal_weight=0 224.248 12.3243 internal_count=2492 2261 231 is_linear=0 shrinkage=0.000948068 Tree=1537 num_leaves=4 num_cat=0 split_feature=52 0 160 split_gain=19.403 17.5559 6.01237 threshold=-0.24526499999999998 -0.060644999999999991 0.033800000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012191428437924358 -9.4958199617627273e-05 0.00052910543580800338 0.00037351542440765864 leaf_weight=15.321366983465852 156.01795197604224 60.881528791040182 2.6580302906222633 leaf_count=231 1885 314 54 internal_value=0 8.03929e-05 -0.000982834 internal_weight=0 216.899 17.9794 internal_count=2484 2199 285 is_linear=0 shrinkage=0.00098637 Tree=1538 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=20.2866 21.2545 12.6527 threshold=0.10098000000000001 0.062320000000000007 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048610824010931195 0.00054595189206469222 0.00055687618319277853 -0.00024996148713699783 leaf_weight=109.41390417609364 67.421491757035255 24.0376877784729 28.778588173910975 leaf_count=1760 461 78 162 internal_value=0 -0.000297934 0.000307838 internal_weight=0 133.452 96.2001 internal_count=2461 1838 623 is_linear=0 shrinkage=0.0010061 Tree=1539 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=16.5217 13.5927 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0013129932626119774 -0.00054469413978991291 0.00017785151560522564 leaf_weight=11.49237939249724 39.093243052717298 177.82188100600615 leaf_count=233 648 1594 internal_value=0 4.74178e-05 internal_weight=0 216.915 internal_count=2475 2242 is_linear=0 shrinkage=0.00111081 Tree=1540 num_leaves=4 num_cat=0 split_feature=12 1 474 split_gain=14.3295 15.3334 13.8434 threshold=0.084045000000000022 0.12796000000000002 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.6611477927991821e-05 -0.00045138514297489527 0.00099998914722348444 0.0010529197448538349 leaf_weight=110.25579648092389 89.276162325404584 9.0413525849580747 19.373732544947416 leaf_count=724 1614 50 99 internal_value=0 -0.00031693 0.000223308 internal_weight=0 98.3175 129.63 internal_count=2487 1664 823 is_linear=0 shrinkage=0.00106768 Tree=1541 num_leaves=4 num_cat=0 split_feature=403 51 15 split_gain=15.7395 15.1882 2.97525 threshold=-0.083174999999999985 -0.097374999999999975 -0.17677499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051663225853490924 -0.0008508049422326151 0.0001973270961506193 -0.0013512742045597792 leaf_weight=1.2449516523629416 21.281874486710876 188.28681542119011 13.001006192062048 leaf_count=15 256 1768 378 internal_value=0 9.04909e-05 -0.00118528 internal_weight=0 209.569 14.246 internal_count=2417 2024 393 is_linear=0 shrinkage=0.0011788 Tree=1542 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=20.4993 20.6171 13.6084 threshold=0.081095000000000014 -0.17157499999999998 0.082150000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.431243961943632e-05 0.00012078148796158907 -0.00016113808142562971 0.00031208050689294261 leaf_weight=113.8726816251874 25.489603727124631 83.324856257997453 14.968005023896692 leaf_count=603 154 1605 73 internal_value=0 -9.50426e-05 6.6825e-05 internal_weight=0 108.814 128.841 internal_count=2435 1759 676 is_linear=0 shrinkage=0.000274722 Tree=1543 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=17.3685 19.6086 12.5602 threshold=0.079890000000000017 -0.17157499999999998 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6619855693282577e-05 0.00014861020631621176 -0.00015587579662906624 0.00033883523660515979 leaf_weight=113.62120230309665 27.541856244206429 88.394876149483025 16.713732657954097 leaf_count=590 159 1634 75 internal_value=0 -8.34687e-05 8.43513e-05 internal_weight=0 115.937 130.335 internal_count=2458 1793 665 is_linear=0 shrinkage=0.000315569 Tree=1544 num_leaves=4 num_cat=0 split_feature=15 1456 4 split_gain=15.6381 15.0037 12.4444 threshold=0.084050000000000014 1.0000000180025095e-35 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018211627935609724 -0.00082712338331560672 -0.0011007287355809714 0.0011107624929763051 leaf_weight=191.66015277756378 27.597454193513844 8.811532340012489 3.3911435678601256 leaf_count=1461 821 151 15 internal_value=0 0.000125147 -0.000611821 internal_weight=0 200.472 30.9886 internal_count=2448 1612 836 is_linear=0 shrinkage=0.00096703 Tree=1545 num_leaves=3 num_cat=0 split_feature=1365 42 split_gain=17.5926 14.8333 threshold=0.084635000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046359658014543705 -0.0017751138360270482 0.00014853452752866658 leaf_weight=39.957446380984038 4.4191165762022129 182.91122523834929 leaf_count=662 42 1746 internal_value=0 3.86097e-05 internal_weight=0 222.869 internal_count=2450 2408 is_linear=0 shrinkage=0.000911254 Tree=1546 num_leaves=4 num_cat=0 split_feature=1 454 2 split_gain=15.1055 15.7794 6.98699 threshold=0.10423500000000001 1.0000000180025095e-35 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035944322554653309 0.0002438970569416044 0.001588868751243125 0.0012494213360133787 leaf_weight=134.01660328963771 67.377441462129354 6.4486376903951159 12.199089430272577 leaf_count=1878 434 20 85 internal_value=0 -0.000268804 0.000399583 internal_weight=0 140.465 79.5765 internal_count=2417 1898 519 is_linear=0 shrinkage=0.00122643 Tree=1547 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=15.9832 17.7843 15.807 threshold=0.10114000000000002 0.090810000000000016 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6226509646411929e-05 0.00016048056997907377 0.00015429730235285764 -7.6482945972921283e-05 leaf_weight=119.73991997074336 71.581382006406784 25.925555907189846 30.114150015637279 leaf_count=1777 446 96 167 internal_value=0 -5.1554e-05 9.03038e-05 internal_weight=0 145.665 101.696 internal_count=2486 1873 613 is_linear=0 shrinkage=0.000274722 Tree=1548 num_leaves=4 num_cat=0 split_feature=0 0 14 split_gain=19.3859 32.0861 16.735 threshold=-0.10191999999999998 -0.075379999999999989 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013492534502965284 -0.00026053928677465828 3.1221726609064649e-05 -0.00031609262194697284 leaf_weight=92.190137587487698 50.982709529809654 95.813779734075069 7.7917479798197737 leaf_count=412 1220 762 76 internal_value=0 -7.02288e-05 9.94625e-05 internal_weight=0 146.796 99.9819 internal_count=2470 1982 488 is_linear=0 shrinkage=0.000297367 Tree=1549 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=14.4632 13.8143 threshold=0.084635000000000016 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039336532687043075 -0.0017451181693608174 0.00014922460991749869 leaf_weight=60.438022875692695 4.4216223629191509 159.26816132944077 leaf_count=1251 41 1156 internal_value=0 -1.58445e-07 internal_weight=0 219.706 internal_count=2448 2407 is_linear=0 shrinkage=0.00096703 Tree=1550 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=14.3084 16.2751 threshold=0.076175000000000007 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003972940149525086 -0.0012283707319658262 -0.00015176283807356966 leaf_weight=78.115597749128938 8.4894723873585445 142.25476493034512 leaf_count=379 76 2036 internal_value=0 4.29665e-05 internal_weight=0 220.37 internal_count=2491 2415 is_linear=0 shrinkage=0.00096703 Tree=1551 num_leaves=4 num_cat=0 split_feature=484 15 124 split_gain=16.1354 16.5393 9.39914 threshold=-0.0068949999999999992 0.048235000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00093258730996466919 0.00015150211255169764 -0.0005488592877619427 -0.0010436478418717017 leaf_weight=2.0823498535901335 175.97475971002132 31.656118843238801 16.624338036868721 leaf_count=11 1268 821 384 internal_value=0 4.44843e-05 -0.000819422 internal_weight=0 207.631 18.7067 internal_count=2484 2089 395 is_linear=0 shrinkage=0.000893386 Tree=1552 num_leaves=4 num_cat=0 split_feature=4 376 47 split_gain=19.0772 17.8422 6.8601 threshold=0.27626000000000001 0.048375000000000008 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0988255661549987e-05 0.00022638402778840701 0.00021032306830073087 -8.5447888718418393e-05 leaf_weight=188.36008443171158 38.717429049313068 23.198484595865011 7.7315837219357482 leaf_count=2117 247 103 30 internal_value=0 -4.00461e-05 0.000174398 internal_weight=0 211.559 46.449 internal_count=2497 2220 277 is_linear=0 shrinkage=0.000303315 Tree=1553 num_leaves=4 num_cat=0 split_feature=3 123 12 split_gain=16.7368 18.1831 1.37228 threshold=0.17646500000000004 1.0000000180025095e-35 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5510414297255813e-05 0.00016542770782290993 0.00020082055148458743 0.00035709231863632874 leaf_weight=200.07579574920237 5.4795727841556099 29.058622496202588 10.814757689833639 leaf_count=2176 57 187 61 internal_value=0 -2.29205e-05 0.000294207 internal_weight=0 229.134 16.2943 internal_count=2481 2363 118 is_linear=0 shrinkage=0.000303315 Tree=1554 num_leaves=4 num_cat=0 split_feature=484 130 123 split_gain=18.2932 17.8354 7.84022 threshold=-0.0068949999999999992 1.0000000180025095e-35 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030680188391739413 5.27682291223999e-05 -0.00029883951325957928 0.00028378479812101918 leaf_weight=20.265893902629617 210.31694269832224 13.469484464265404 2.1150659024715415 leaf_count=385 1759 295 10 internal_value=0 3.14664e-05 -0.000249855 internal_weight=0 223.786 22.381 internal_count=2449 2054 395 is_linear=0 shrinkage=0.000297367 Tree=1555 num_leaves=3 num_cat=0 split_feature=1365 128 split_gain=15.2257 15.8079 threshold=0.084635000000000016 0.085185000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013769125907229046 -0.0015791556206896074 -0.0011467211587933438 leaf_weight=213.03708244906738 5.3919904502108684 9.637730635236947 leaf_count=2228 50 168 internal_value=0 8.15514e-05 internal_weight=0 222.675 internal_count=2446 2396 is_linear=0 shrinkage=0.00098637 Tree=1556 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=15.9594 17.0567 3.93348 threshold=-0.49121999999999993 -0.060129999999999996 -0.027164999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040040275533057641 -2.0068500086867978e-05 0.00016300468590392268 -0.00013151074234587265 leaf_weight=8.3631265237927455 172.76363964704797 57.580532692372799 10.549626514315603 leaf_count=78 2005 338 67 internal_value=0 2.57524e-05 -0.00025207 internal_weight=0 230.344 18.9128 internal_count=2488 2343 145 is_linear=0 shrinkage=0.000291537 Tree=1557 num_leaves=4 num_cat=0 split_feature=1447 0 39 split_gain=16.7105 14.633 1.91106 threshold=-1.0000000180025095e-35 -0.12948499999999999 0.085155000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011147689374380236 0.0003944016060872706 -6.9930997638938979e-05 -0.00018005631017593485 leaf_weight=9.5440395134501141 69.910293312743306 153.56408314174041 1.9040811136364926 leaf_count=221 330 1921 12 internal_value=0 7.54526e-05 -0.000962555 internal_weight=0 223.474 11.4481 internal_count=2484 2251 233 is_linear=0 shrinkage=0.000841858 Tree=1558 num_leaves=4 num_cat=0 split_feature=51 0 1 split_gain=16.0976 16.0304 3.88968 threshold=-0.10998999999999999 -0.060644999999999991 0.10625000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013194190499109712 -0.00012277542100983557 0.00054256258205512839 -0.000367077393730597 leaf_weight=12.045444122515621 152.02648306638002 56.540962886996567 8.3687833826988918 leaf_count=181 1932 338 63 internal_value=0 5.77867e-05 -0.00093314 internal_weight=0 208.567 20.4142 internal_count=2514 2270 244 is_linear=0 shrinkage=0.00106768 Tree=1559 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=14.8533 13.0986 3.26458 threshold=0.12419000000000001 -0.10072999999999999 0.16946000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002732721240751722 0.00044858908348080002 -0.00029010525947761553 0.0012940953203715803 leaf_weight=53.279534049332142 24.654274754226211 139.20854047359899 5.13010100275278 leaf_count=326 214 1900 16 internal_value=0 -0.000134098 0.000598521 internal_weight=0 192.488 29.7844 internal_count=2456 2226 230 is_linear=0 shrinkage=0.00096703 Tree=1560 num_leaves=4 num_cat=0 split_feature=2 1429 4 split_gain=14.345 16.3423 14.4134 threshold=0.089810000000000015 0.084545000000000009 -0.49121999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065795000619710796 -0.0010904365135552751 0.0011009707696856223 0.0003671341760974035 leaf_weight=80.13618451077491 13.12603225186467 10.428225599694995 123.65591624099761 leaf_count=1270 99 79 1038 internal_value=0 -0.000454306 0.000226484 internal_weight=0 90.5644 136.782 internal_count=2486 1349 1137 is_linear=0 shrinkage=0.00132752 Tree=1561 num_leaves=4 num_cat=0 split_feature=15 151 39 split_gain=18.067 14.132 6.70885 threshold=0.084050000000000014 -0.52082499999999987 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002108036039595603 -0.001155929280839102 0.00015126977132162052 0.0010359159974387467 leaf_weight=4.1438102596439412 24.445683188736442 194.04029407026246 2.2111050635576239 leaf_count=40 787 1600 10 internal_value=0 0.000102867 -0.000970549 internal_weight=0 198.184 26.6568 internal_count=2437 1640 797 is_linear=0 shrinkage=0.00122643 Tree=1562 num_leaves=4 num_cat=0 split_feature=14 0 16 split_gain=14.0892 15.214 1.06924 threshold=0.076175000000000007 -0.10674499999999999 -0.080954999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041032563586697714 -0.00084670357777693207 -0.00012926904411773648 -0.0015890880158310966 leaf_weight=79.211645013652742 4.4343592133373022 141.46730337897316 4.0973817091435176 leaf_count=381 40 1992 42 internal_value=0 6.45257e-05 -0.0012192 internal_weight=0 220.679 8.53174 internal_count=2455 2373 82 is_linear=0 shrinkage=0.00098637 Tree=1563 num_leaves=4 num_cat=0 split_feature=12 3 132 split_gain=19.6841 18.862 11.3886 threshold=0.084045000000000022 0.10812000000000001 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6939986438185441e-05 -0.00012664705172470969 0.00033018236040961187 0.0003004892539223201 leaf_weight=126.43838862515986 94.816043182741851 8.2513525970280153 16.991512950509787 leaf_count=744 1618 24 83 internal_value=0 -8.97557e-05 7.71878e-05 internal_weight=0 103.067 143.43 internal_count=2469 1642 827 is_linear=0 shrinkage=0.000291537 Tree=1564 num_leaves=4 num_cat=0 split_feature=13 39 133 split_gain=15.4428 19.1082 18.3973 threshold=-0.090514999999999984 0.0095750000000000019 -0.26719999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015364745859637226 -0.00034256574884997565 0.00043238679382832631 0.00056297156175144593 leaf_weight=3.7988462988287202 133.12720739934593 34.531389690935612 46.834138528443873 leaf_count=37 1836 223 358 internal_value=0 -0.000182773 0.000402414 internal_weight=0 167.659 50.633 internal_count=2454 2059 395 is_linear=0 shrinkage=0.000929479 Tree=1565 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=16.8435 21.3892 threshold=-0.42985499999999993 -0.061889999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032987213408038714 -3.3475068459916759e-05 0.00016110615926485415 leaf_weight=12.318944591097532 165.49387567583472 71.42508022300899 leaf_count=222 1862 362 internal_value=0 2.52346e-05 internal_weight=0 236.919 internal_count=2446 2224 is_linear=0 shrinkage=0.000297367 Tree=1566 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=13.5473 17.4576 3.58094 threshold=0.048375000000000008 -0.10628499999999998 -0.076394999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048766359383278887 7.9910896935187999e-05 -0.00030635968054622411 0.0011742991646460706 leaf_weight=54.509399173781276 5.8660813421010998 149.77784302411601 16.499851936474442 leaf_count=317 21 2006 111 internal_value=0 -9.43416e-05 0.000889094 internal_weight=0 204.287 22.3659 internal_count=2455 2323 132 is_linear=0 shrinkage=0.00120238 Tree=1567 num_leaves=4 num_cat=0 split_feature=52 1 4 split_gain=17.8895 18.4978 6.12612 threshold=-0.24526499999999998 0.10044000000000002 0.10583000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031760089976534212 -4.9006118421216482e-05 0.00011521378411572611 0.00012778421564640718 leaf_weight=17.30666516721249 128.88681992702186 92.356005946174264 2.754952009767293 leaf_count=277 1636 515 9 internal_value=0 1.95697e-05 -0.000256069 internal_weight=0 221.243 20.0616 internal_count=2437 2151 286 is_linear=0 shrinkage=0.000280216 Tree=1568 num_leaves=4 num_cat=0 split_feature=15 4 472 split_gain=15.8484 16.5617 13.5225 threshold=0.084050000000000014 0.18599000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012687415961804057 -0.0010395953620030256 0.0013998928498843374 0.00020425706903664923 leaf_weight=7.5747665958479038 24.801230139564726 3.7054987475275984 193.12729132780805 leaf_count=133 822 16 1501 internal_value=0 -0.000718258 0.000147988 internal_weight=0 28.5067 200.702 internal_count=2472 838 1634 is_linear=0 shrinkage=0.00108903 Tree=1569 num_leaves=4 num_cat=0 split_feature=128 14 2 split_gain=13.818 13.697 1.76536 threshold=0.085185000000000025 0.062655000000000016 0.10855000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011653128412123733 -0.0015407821264752548 -0.0013866836658353865 -0.00040763171809647734 leaf_weight=213.09456283412874 6.8057825425639731 7.0294856298714867 2.1553513123653829 leaf_count=2238 143 72 27 internal_value=0 6.78467e-05 -0.00127663 internal_weight=0 220.124 8.96113 internal_count=2480 2310 170 is_linear=0 shrinkage=0.00106768 Tree=1570 num_leaves=4 num_cat=0 split_feature=160 133 1 split_gain=15.6883 14.5996 0.102214 threshold=-0.40446999999999994 -0.39935999999999994 0.096575000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032538890408155953 -0.00043521694599976419 2.0034387393435539e-05 -0.0004238432407332225 leaf_weight=6.2436826941557211 6.2958628907799712 223.26735698850825 3.9485125243663788 leaf_count=166 123 2155 28 internal_value=0 7.34285e-06 -0.000367722 internal_weight=0 229.563 10.1922 internal_count=2472 2278 194 is_linear=0 shrinkage=0.000297367 Tree=1571 num_leaves=4 num_cat=0 split_feature=52 52 4 split_gain=12.5255 17.7867 4.97487 threshold=-0.24526499999999998 -0.08130999999999998 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00097451070311207848 0.00059343031825125807 -8.3847157109513996e-05 0.00050504777074568993 leaf_weight=16.340718582272533 51.875546429306269 160.11579515365884 2.6030846014618865 leaf_count=288 314 1851 9 internal_value=0 8.21125e-05 -0.00076943 internal_weight=0 211.991 18.9438 internal_count=2462 2165 297 is_linear=0 shrinkage=0.0010061 Tree=1572 num_leaves=4 num_cat=0 split_feature=160 1456 484 split_gain=14.4872 13.3998 0.145616 threshold=-0.40446999999999994 1.0000000180025095e-35 0.04198000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012232173056030333 0.00012475308289596759 -0.0011492657484717245 -0.00081228797588549424 leaf_weight=7.3321806676685792 206.22435786109418 7.9086945899762204 2.0328324097208679 leaf_count=134 2026 193 56 internal_value=0 7.7123e-05 -0.00114467 internal_weight=0 214.133 9.36501 internal_count=2409 2219 190 is_linear=0 shrinkage=0.00096703 Tree=1573 num_leaves=4 num_cat=0 split_feature=39 13 133 split_gain=15.1328 20.7698 15.6235 threshold=0.0095750000000000019 -0.10939499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014952699688138758 -0.00024200151139190952 -8.8523829377075013e-05 0.00018872489436473898 leaf_weight=33.2700031446293 7.4036934431642285 161.46839847182855 41.451516326516867 leaf_count=201 42 1999 245 internal_value=0 -4.77916e-05 0.000123047 internal_weight=0 194.738 48.8552 internal_count=2487 2200 287 is_linear=0 shrinkage=0.000274722 Tree=1574 num_leaves=4 num_cat=0 split_feature=147 9 0 split_gain=14.1161 14.6992 1.24683 threshold=0.089025000000000007 -0.036024999999999995 -0.108275 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013978462684545688 0.0012603579626471217 -0.00017703212993824653 0.00061192329785146962 leaf_weight=8.132539685815571 9.4636773839592951 198.65899138431996 7.4182618381455532 leaf_count=70 41 2305 54 internal_value=0 -0.000114374 0.000981332 internal_weight=0 206.792 16.8819 internal_count=2470 2375 95 is_linear=0 shrinkage=0.00115569 Tree=1575 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=16.1805 15.3573 10.2206 threshold=0.10384000000000002 -0.097754999999999995 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1688086335120727e-05 0.00015449423095691554 -9.2357687539443737e-05 -2.8311246803367813e-05 leaf_weight=42.2777034426108 64.480913946405053 107.23604911100119 29.978949790820479 leaf_count=270 424 1641 160 internal_value=0 -4.02858e-05 9.6512e-05 internal_weight=0 149.514 94.4599 internal_count=2495 1911 584 is_linear=0 shrinkage=0.000258876 Tree=1576 num_leaves=4 num_cat=0 split_feature=52 1 15 split_gain=16.4576 16.5436 0.959083 threshold=-0.40306999999999998 0.094695000000000015 -0.091819999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010560842106292831 -7.281618487181568e-05 0.00010521917263287694 -0.0003707250800318913 leaf_weight=1.7764943656511594 115.57028192095459 109.41979573667049 13.209570118226109 leaf_count=23 1595 631 224 internal_value=0 1.37773e-05 -0.000340314 internal_weight=0 224.99 14.9861 internal_count=2473 2226 247 is_linear=0 shrinkage=0.000328318 Tree=1577 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=19.1861 28.2833 16.1293 threshold=0.089790000000000023 -0.074204999999999979 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023157318984387432 0.00012201154678667228 8.4893854881533742e-05 -9.3126094276916029e-05 leaf_weight=56.325804623309523 103.98415385000408 38.943500689230859 39.091817164793611 leaf_count=1209 680 314 221 internal_value=0 -0.000102262 6.32039e-05 internal_weight=0 95.2693 143.076 internal_count=2424 1523 901 is_linear=0 shrinkage=0.00028582 Tree=1578 num_leaves=4 num_cat=0 split_feature=1456 15 14 split_gain=13.6204 14.9361 1.48936 threshold=1.0000000180025095e-35 -0.24269999999999997 -0.45687499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077975332954907499 -0.0018384186466095618 -3.0493215855063666e-05 -0.00088606503393093446 leaf_weight=22.709075167775154 1.9527843743562696 196.70747436024249 7.4997357521206123 leaf_count=187 8 2067 212 internal_value=0 5.37202e-05 -0.00110203 internal_weight=0 219.417 9.45252 internal_count=2474 2254 220 is_linear=0 shrinkage=0.000948068 Tree=1579 num_leaves=4 num_cat=0 split_feature=160 1 52 split_gain=14.3594 12.878 0.196267 threshold=-0.40446999999999994 0.077765000000000015 0.29871500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082567342619231968 -0.00030724235301272072 0.0002372736395268356 -0.0012727799127685289 leaf_weight=2.2147196191363019 60.632784470450133 159.0823561726138 7.1486074402928352 leaf_count=54 1189 1102 137 internal_value=0 8.69286e-05 -0.00117803 internal_weight=0 219.715 9.36333 internal_count=2482 2291 191 is_linear=0 shrinkage=0.0010061 Tree=1580 num_leaves=4 num_cat=0 split_feature=14 3 13 split_gain=13.3429 18.5723 0.3449 threshold=0.076175000000000007 -0.10115999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065354099455668731 -0.0011052952747806156 -0.00010995970306056385 -0.0016742958602803731 leaf_weight=54.103804296813905 4.0071762967854738 166.44335450278595 3.9396641328930846 leaf_count=283 38 2090 44 internal_value=0 7.7576e-05 -0.00140672 internal_weight=0 220.547 7.94684 internal_count=2455 2373 82 is_linear=0 shrinkage=0.00113303 Tree=1581 num_leaves=4 num_cat=0 split_feature=1 13 457 split_gain=22.2605 17.7975 16.1027 threshold=1.0000000180025095e-35 -0.24588999999999997 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025824663618254047 8.4640866909430363e-06 -0.00021064752912348079 0.00024182444857170527 leaf_weight=8.085750646889208 141.45545388851315 57.069309080950916 31.967378105968237 leaf_count=19 1054 1274 140 internal_value=0 -0.000152115 5.16081e-05 internal_weight=0 65.1551 173.423 internal_count=2487 1293 1194 is_linear=0 shrinkage=0.000297367 Tree=1582 num_leaves=4 num_cat=0 split_feature=133 14 13 split_gain=14.8744 13.8329 0.769896 threshold=-0.39935999999999994 0.062655000000000016 -0.067684999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019625163598061442 0.00011024079221119859 -0.0013743753772905692 -0.0011303713824063204 leaf_weight=3.5836527985520661 215.55018144613132 7.9206936210393897 3.2972750496119252 leaf_count=34 2258 80 103 internal_value=0 5.69582e-05 -0.00158824 internal_weight=0 223.471 6.88093 internal_count=2475 2338 137 is_linear=0 shrinkage=0.00111081 Tree=1583 num_leaves=4 num_cat=0 split_feature=160 484 52 split_gain=13.7087 13.0182 0.128879 threshold=-0.25833999999999996 -0.0068949999999999992 0.29871500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0008639845751875851 -0.00069801844310543267 7.823015857272372e-05 -0.0012182757720392186 leaf_weight=2.7581296428106707 22.50681465305388 189.10652682557702 7.6681963093578815 leaf_count=63 405 1859 148 internal_value=0 -4.65572e-06 -0.00113473 internal_weight=0 211.613 10.4263 internal_count=2475 2264 211 is_linear=0 shrinkage=0.00096703 Tree=1584 num_leaves=4 num_cat=0 split_feature=1213 1456 13 split_gain=14.1288 15.3886 4.85922 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058336881750863415 0.00016447098848092491 -0.0013669572950799492 -0.0013713458951941757 leaf_weight=1.9890418825671066 199.51539445109665 9.4426574246026558 12.574703874997793 leaf_count=12 1854 207 364 internal_value=0 9.45719e-05 -0.00110197 internal_weight=0 208.958 14.5637 internal_count=2437 2061 376 is_linear=0 shrinkage=0.0011788 Tree=1585 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=12.7219 15.466 threshold=0.084635000000000016 0.10098000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022702158058975918 -0.0019433182688687808 0.00041666222312256479 leaf_weight=122.55866290116683 4.4549390692263833 89.760090151801705 leaf_count=1805 43 597 internal_value=0 4.5179e-05 internal_weight=0 212.319 internal_count=2445 2402 is_linear=0 shrinkage=0.0011788 Tree=1586 num_leaves=4 num_cat=0 split_feature=15 1 472 split_gain=14.6039 14.9014 14.3739 threshold=0.084050000000000014 0.11174500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037747296691812066 -0.00032243448039492449 0.00017930438422716747 5.2704741114288654e-05 leaf_weight=8.2747118892148119 24.285480527672917 8.1107360944151861 199.40066896844655 leaf_count=133 790 32 1484 internal_value=0 -0.000196634 3.53704e-05 internal_weight=0 32.3962 207.675 internal_count=2439 822 1617 is_linear=0 shrinkage=0.00032188 Tree=1587 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=14.5797 20.2414 4.73069 threshold=0.12394500000000001 0.12879500000000002 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5592803103899248e-05 0.00031768887976433441 -0.00062355048796281323 8.5729759372442157e-05 leaf_weight=198.54714783560485 11.678657634183763 4.8195620612241319 20.748123714700341 leaf_count=2198 120 29 108 internal_value=0 -4.0099e-05 0.000170077 internal_weight=0 203.367 32.4268 internal_count=2455 2227 228 is_linear=0 shrinkage=0.000291537 Tree=1588 num_leaves=4 num_cat=0 split_feature=14 123 1 split_gain=16.0546 13.3559 0.580329 threshold=0.076175000000000007 1.0000000180025095e-35 0.084035000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.251016742280047e-05 -0.00099247237572360186 0.00062452851345620513 -0.0015872158187038073 leaf_weight=193.22711894335225 3.8038362804800263 29.21322132833302 3.3166155479848385 leaf_count=2188 50 206 29 internal_value=0 6.27373e-05 -0.00128978 internal_weight=0 222.44 7.12045 internal_count=2473 2394 79 is_linear=0 shrinkage=0.000893386 Tree=1589 num_leaves=4 num_cat=0 split_feature=160 41 52 split_gain=14.2042 13.9758 0.194854 threshold=-0.40446999999999994 0.083035000000000012 0.29871500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095466959689719454 0.00016542431379537264 -0.0011815906838608392 -0.0014721574023393099 leaf_weight=2.1878006998449546 201.47614074638113 10.729483529925345 7.006765874568373 leaf_count=51 2162 73 135 internal_value=0 9.67297e-05 -0.00136199 internal_weight=0 212.206 9.19457 internal_count=2421 2235 186 is_linear=0 shrinkage=0.00115569 Tree=1590 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=15.3505 32.0454 18.7052 threshold=-0.060644999999999991 -0.10191999999999998 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1651300119631292e-05 -0.00018113551986711845 -0.00021450036969284893 0.00019136429519820704 leaf_weight=94.985859865322709 17.130680870264769 74.635265431832522 60.709737798199058 leaf_count=483 124 1549 337 internal_value=0 -5.992e-05 0.000109244 internal_weight=0 169.621 77.8404 internal_count=2493 2032 461 is_linear=0 shrinkage=0.000315569 Tree=1591 num_leaves=4 num_cat=0 split_feature=484 38 150 split_gain=14.6956 14.2446 7.87773 threshold=-1.0000000180025095e-35 0.10208000000000002 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001055260794364293 0.00018948273264202659 -0.0018139676396145563 0.00099206560380263559 leaf_weight=19.153234748169783 205.45318209379911 4.3629830814898005 2.547050602734088 leaf_count=392 2060 32 10 internal_value=0 0.000146877 -0.000811099 internal_weight=0 209.816 21.7003 internal_count=2494 2092 402 is_linear=0 shrinkage=0.00111081 Tree=1592 num_leaves=4 num_cat=0 split_feature=484 13 49 split_gain=15.5922 12.814 6.24139 threshold=-0.0068949999999999992 -0.10939499999999998 -0.066414999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002740450577548153 0.00061676761874804407 2.3005599917670128e-05 -0.00094050033676647564 leaf_weight=4.0231667812913683 32.996205536648631 176.72745441226289 15.80081297457218 leaf_count=25 203 1864 370 internal_value=0 0.000116703 -0.00069386 internal_weight=0 209.724 19.824 internal_count=2462 2067 395 is_linear=0 shrinkage=0.000875869 Tree=1593 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=15.8652 16.3917 14.3212 threshold=0.10384000000000002 -0.10674499999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9367377038865163e-05 0.00017663178547957666 -0.00011160677026872641 -6.628293356525715e-05 leaf_weight=46.974437458440661 62.648506037890911 98.529352114070207 27.29656370729208 leaf_count=247 412 1656 150 internal_value=0 -4.67055e-05 0.000102921 internal_weight=0 145.504 89.9451 internal_count=2465 1903 562 is_linear=0 shrinkage=0.000280216 Tree=1594 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=20.7249 21.5272 1.85272 threshold=-0.24588999999999997 0.0095750000000000019 0.095150000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018658472555932662 -7.3499717705204494e-05 0.00013073063071841621 0.00035945635564111977 leaf_weight=12.279135169461371 171.59524891758338 43.205873036757112 6.6774472892284384 leaf_count=105 2085 259 19 internal_value=0 -3.23734e-05 0.000249232 internal_weight=0 214.801 18.9566 internal_count=2468 2344 124 is_linear=0 shrinkage=0.000258876 Tree=1595 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=15.3971 20.0359 14.3701 threshold=0.094695000000000015 -0.060094999999999989 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014591688273411172 -0.00029273954943953876 8.8029103321383452e-05 9.2043649050121807e-05 leaf_weight=81.041188104543835 7.4125458169728509 39.382629994302988 110.21983331441879 leaf_count=1540 99 205 637 internal_value=0 -6.9398e-05 6.75414e-05 internal_weight=0 120.424 117.632 internal_count=2481 1745 736 is_linear=0 shrinkage=0.000269335 Tree=1596 num_leaves=4 num_cat=0 split_feature=128 124 52 split_gain=15.2301 12.2505 1.84349 threshold=0.085185000000000025 -0.043384999999999993 -0.14986499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062186846077915011 -0.00026893019870145635 -2.5779220227020819e-05 -0.0013332542301533403 leaf_weight=29.072132999077439 1.7964748013764618 186.27638057013974 7.6588299800641817 leaf_count=201 26 2083 153 internal_value=0 6.19312e-05 -0.00113655 internal_weight=0 215.349 9.4553 internal_count=2463 2284 179 is_linear=0 shrinkage=0.000929479 Tree=1597 num_leaves=4 num_cat=0 split_feature=124 151 1 split_gain=13.4356 14.7161 6.26479 threshold=-0.043384999999999993 -0.27336999999999995 0.077845000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023798311997434745 -0.0018632537899495019 -9.5306570153499688e-05 0.00082444284863852685 leaf_weight=7.3067268710583475 4.7799405218102029 185.82328897900879 23.596876664087176 leaf_count=35 52 2221 162 internal_value=0 -0.000140711 0.000573295 internal_weight=0 190.603 30.9036 internal_count=2470 2273 197 is_linear=0 shrinkage=0.0010061 Tree=1598 num_leaves=4 num_cat=0 split_feature=52 133 42 split_gain=14.6741 14.1137 4.66189 threshold=-0.24526499999999998 -0.38113999999999992 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00099682361525478785 -0.0013241327501404302 0.00014010492353756765 0.00029927886490802936 leaf_weight=14.600646864157172 5.7410089545883229 201.29256884939969 2.8110476303845635 leaf_count=259 123 2080 26 internal_value=0 9.88081e-05 -0.000786998 internal_weight=0 207.034 17.4117 internal_count=2488 2203 285 is_linear=0 shrinkage=0.000929479 Tree=1599 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=17.8864 18.3581 11.449 threshold=0.083325000000000024 -0.097754999999999995 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014850877028849436 4.5700734869305584e-05 -0.00016624171646233691 -1.9171692022429086e-06 leaf_weight=56.47895447537303 45.387043754570186 62.441884696483612 76.845323659479618 leaf_count=395 291 1425 326 internal_value=0 -7.70766e-05 6.18776e-05 internal_weight=0 107.829 133.324 internal_count=2437 1716 721 is_linear=0 shrinkage=0.0002538 Tree=1600 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=21.1599 20.727 1.61906 threshold=-0.24588999999999997 0.084045000000000022 -0.065064999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036117005197109199 5.3424588685212077e-05 -0.00013263329137663284 0.00017488236959838229 leaf_weight=12.8372437376529 123.77014108048752 99.085383746307343 6.9630246441811314 leaf_count=93 703 1639 35 internal_value=0 -2.9325e-05 0.000297011 internal_weight=0 222.856 19.8003 internal_count=2470 2342 128 is_linear=0 shrinkage=0.000303315 Tree=1601 num_leaves=4 num_cat=0 split_feature=14 147 14 split_gain=13.1952 13.3419 1.04969 threshold=0.076175000000000007 1.0000000180025095e-35 0.093890000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5565750908184602e-05 -0.0011225185285496375 0.00089511134702882254 -0.0020865386420715476 leaf_weight=190.40440536243841 4.2246842943131915 23.321050909347832 3.5960487388074398 leaf_count=2250 54 125 29 internal_value=0 2.18553e-05 -0.00158898 internal_weight=0 213.725 7.82073 internal_count=2458 2375 83 is_linear=0 shrinkage=0.00122643 Tree=1602 num_leaves=3 num_cat=0 split_feature=1456 151 split_gain=15.0895 13.1198 threshold=-1.0000000180025095e-35 -0.52082499999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0011717564051189641 -0.0017973785283457409 0.0001022866686145066 leaf_weight=10.296740986872463 3.6341311130672684 209.03634671168402 leaf_count=227 41 2189 internal_value=0 6.88963e-05 internal_weight=0 212.67 internal_count=2457 2230 is_linear=0 shrinkage=0.0010061 Tree=1603 num_leaves=4 num_cat=0 split_feature=3 4 15 split_gain=14.2787 12.5666 0.939188 threshold=0.18307500000000002 -0.49367499999999992 -0.10602999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010883014105454794 0.0007013291109358215 -1.9231749731523584e-05 0.0013793138532530666 leaf_weight=15.777687221765516 4.6551694460213175 193.84020036971197 8.3177961371839029 leaf_count=127 62 2236 56 internal_value=0 -0.000100237 0.00114411 internal_weight=0 209.618 12.973 internal_count=2481 2363 118 is_linear=0 shrinkage=0.00115569 Tree=1604 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=12.8354 24.7006 13.369 threshold=0.088975000000000012 -0.10072999999999999 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057811670087608465 0.00050575993326870054 -0.00080651569777870618 -0.00039201642811162338 leaf_weight=30.084093060344458 96.253196598961949 60.621622798964381 35.431771731004119 leaf_count=182 692 1340 214 internal_value=0 -0.000347132 0.000264072 internal_weight=0 90.7057 131.685 internal_count=2428 1522 906 is_linear=0 shrinkage=0.00125096 Tree=1605 num_leaves=4 num_cat=0 split_feature=52 52 131 split_gain=14.3448 16.3828 4.29633 threshold=-0.29521499999999995 -0.046989999999999997 0.091760000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012266271648617823 0.00042388278020652205 -0.00017905351316405585 0.00036876352387902521 leaf_weight=12.706327767577021 73.957083590794355 132.00007264362648 2.0118578169494858 leaf_count=244 490 1703 33 internal_value=0 3.75673e-05 -0.00100741 internal_weight=0 205.957 14.7182 internal_count=2470 2193 277 is_linear=0 shrinkage=0.00102622 Tree=1606 num_leaves=4 num_cat=0 split_feature=123 13 42 split_gain=17.6002 21.5126 7.93963 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001710113038428183 -0.00010120742597672661 -8.0618561935603484e-05 0.00025962270986033153 leaf_weight=34.737123639322817 6.3460748940706244 168.48737373063341 26.959954114630818 leaf_count=209 27 2038 190 internal_value=0 -3.7537e-05 0.000190762 internal_weight=0 203.224 33.306 internal_count=2464 2247 217 is_linear=0 shrinkage=0.000291537 Tree=1607 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=17.9083 19.5057 15.2033 threshold=0.10098000000000001 -0.097754999999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9897517377135962e-05 0.00016113408499527428 -0.00014208542314841192 -9.069773277283124e-05 leaf_weight=39.65650547388941 71.479581009596586 98.293999332934618 28.396749103441834 leaf_count=247 464 1618 165 internal_value=0 -7.24982e-05 8.95121e-05 internal_weight=0 137.951 99.8763 internal_count=2494 1865 629 is_linear=0 shrinkage=0.000291537 Tree=1608 num_leaves=4 num_cat=0 split_feature=159 1 12 split_gain=15.7927 14.6274 4.82556 threshold=-0.032739999999999991 0.10124500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045492770910597624 -0.00014530964011980754 0.00047356343923441564 -0.0012118783309067317 leaf_weight=2.5292443782091167 119.55117825651541 82.957071455195546 15.960792419500647 leaf_count=14 1551 559 330 internal_value=0 0.000108332 -0.000982511 internal_weight=0 202.508 18.49 internal_count=2454 2110 344 is_linear=0 shrinkage=0.00113303 Tree=1609 num_leaves=4 num_cat=0 split_feature=403 133 4 split_gain=16.246 15.1654 10.0512 threshold=-1.0000000180025095e-35 -0.26719999999999994 0.31595000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095970525389752794 -0.0013378520203889844 0.00014717653604378456 0.00087907159033841892 leaf_weight=22.870962565299127 6.8186771641485384 193.44614108186215 3.2196913547813883 leaf_count=601 137 1782 18 internal_value=0 9.58945e-05 -0.000730006 internal_weight=0 200.265 26.0907 internal_count=2538 1919 619 is_linear=0 shrinkage=0.00098637 Tree=1610 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=16.7428 17.0665 14.7287 threshold=0.088975000000000012 -0.10072999999999999 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037038576559756564 -0.00092732651631146994 -0.00078648434342181448 0.00037270677230310785 leaf_weight=25.297100904397666 13.408451700583099 58.617375573841855 116.3061191374436 leaf_count=173 113 1365 808 internal_value=0 -0.000437702 0.00023764 internal_weight=0 83.9145 129.715 internal_count=2459 1538 921 is_linear=0 shrinkage=0.0011788 Tree=1611 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=13.2821 15.9576 threshold=-1.0000000180025095e-35 0.090510000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003579999675144529 -0.00011330427960829322 4.8527351404971255e-05 leaf_weight=8.4675058294087631 92.438212109729648 128.84999061422423 leaf_count=70 1316 1064 internal_value=0 -1.90973e-05 internal_weight=0 221.288 internal_count=2450 2380 is_linear=0 shrinkage=0.000297367 Tree=1612 num_leaves=4 num_cat=0 split_feature=4 403 0 split_gain=14.6408 12.9438 8.07714 threshold=0.27626000000000001 -0.083174999999999985 -0.23101999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030704314461921158 -0.00011596096713642622 -2.2593655128634771e-05 0.00021026885499806876 leaf_weight=15.934601913206278 8.5944831669330579 178.03745371242985 35.731143124401569 leaf_count=398 34 1804 228 internal_value=0 -4.61245e-05 0.000146882 internal_weight=0 193.972 44.3256 internal_count=2464 2202 262 is_linear=0 shrinkage=0.000303315 Tree=1613 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=16.0632 21.5424 12.5619 threshold=0.084045000000000022 -0.17157499999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017737598360458362 0.00014061671138059073 -0.00016891990275442906 -6.191221168589965e-06 leaf_weight=49.397817548364401 25.285107990726829 77.24434299999848 87.986117247492075 leaf_count=335 149 1486 493 internal_value=0 -9.2514e-05 5.9903e-05 internal_weight=0 102.529 137.384 internal_count=2463 1635 828 is_linear=0 shrinkage=0.000291537 Tree=1614 num_leaves=3 num_cat=0 split_feature=1456 13 split_gain=13.2484 11.9155 threshold=-1.0000000180025095e-35 -0.10939499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0011934260478417493 0.0006150319222159871 -6.4129154990297325e-05 leaf_weight=9.7837846609763783 33.681175201199949 174.15459089446813 leaf_count=225 219 1995 internal_value=0 4.62053e-05 internal_weight=0 207.836 internal_count=2439 2214 is_linear=0 shrinkage=0.00104674 Tree=1615 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=17.3594 18.7275 15.3741 threshold=0.088975000000000012 -0.10072999999999999 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8021303673819193e-05 -0.00010315923264620594 -0.00017066006185985851 0.00011033330757935862 leaf_weight=27.887507695704699 32.834659117273986 65.130459235049784 112.05854596011341 leaf_count=165 340 1343 617 internal_value=0 -9.00863e-05 6.19109e-05 internal_weight=0 93.018 144.893 internal_count=2465 1508 957 is_linear=0 shrinkage=0.000274722 Tree=1616 num_leaves=4 num_cat=0 split_feature=123 1456 42 split_gain=16.2019 12.2575 7.12545 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9600603202169914e-05 -0.00010478576469143946 -0.00035178916079022741 0.00022937188591760343 leaf_weight=195.32996944664046 5.7524987906217566 8.6483846241608244 27.779451966285706 leaf_count=2033 24 219 185 internal_value=0 -3.38702e-05 0.000171888 internal_weight=0 203.978 33.532 internal_count=2461 2252 209 is_linear=0 shrinkage=0.000274722 Tree=1617 num_leaves=4 num_cat=0 split_feature=124 3 42 split_gain=19.3234 15.6127 8.99256 threshold=-0.043384999999999993 -0.10072999999999999 -0.025789999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.0205567956677896e-05 7.0157693322133171e-05 -7.449452359235637e-05 0.00024477388364890535 leaf_weight=8.6289640609174949 60.705050842836499 143.04737325944006 23.403282878920436 leaf_count=44 349 1901 160 internal_value=0 -3.13827e-05 0.000168132 internal_weight=0 203.752 32.0322 internal_count=2454 2250 204 is_linear=0 shrinkage=0.000239162 Tree=1618 num_leaves=4 num_cat=0 split_feature=12 43 52 split_gain=22.8837 16.5178 15.3363 threshold=0.084045000000000022 -0.15786499999999998 0.18897000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000101326649721125 0.00016495882190051918 -0.00017970284839552425 -0.00036146027853472591 leaf_weight=124.15595580963418 15.858954878523944 80.262224201578647 7.1455431487411252 leaf_count=752 137 1503 54 internal_value=0 -0.000122712 7.58549e-05 internal_weight=0 96.1212 131.301 internal_count=2446 1640 806 is_linear=0 shrinkage=0.000309381 Tree=1619 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=12.7922 12.5123 threshold=-1.0000000180025095e-35 0.14753000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035026010332694376 -3.1122518496611238e-05 0.00023330035668739377 leaf_weight=8.4328456372022611 219.84764597425237 16.228033881634474 leaf_count=67 2299 115 internal_value=0 -1.28439e-05 internal_weight=0 236.076 internal_count=2481 2414 is_linear=0 shrinkage=0.000291537 Tree=1620 num_leaves=4 num_cat=0 split_feature=12 4 47 split_gain=18.9795 16.9205 10.5936 threshold=0.083325000000000024 0.18599000000000002 0.082095000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055023206915859432 -0.00083259947320135706 0.0006008467974647862 -0.00045098641712474036 leaf_weight=96.639107493683696 72.131707599852234 21.032876305282116 26.686972444877028 leaf_count=579 1600 116 124 internal_value=0 -0.000508651 0.000333362 internal_weight=0 93.1646 123.326 internal_count=2419 1716 703 is_linear=0 shrinkage=0.00140878 Tree=1621 num_leaves=4 num_cat=0 split_feature=42 1429 2 split_gain=17.4943 17.0181 12.0633 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.096540000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013385537334717607 -0.0014870605799425336 0.00024588816356859144 4.4867621656613674e-05 leaf_weight=20.898913404904306 8.4790157596580666 177.04164750641212 16.079214753117412 leaf_count=490 123 1706 186 internal_value=0 0.000165836 -0.000738681 internal_weight=0 185.521 36.9781 internal_count=2505 1829 676 is_linear=0 shrinkage=0.00120238 Tree=1622 num_leaves=4 num_cat=0 split_feature=4 0 47 split_gain=14.1419 13.5598 8.83834 threshold=0.28064000000000006 -0.062109999999999992 0.10843500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039872073802822591 0.00080914659387021912 0.00024299728589791735 -0.00077123581166468804 leaf_weight=125.70375236682594 31.573688352480531 63.568603317253292 5.2119665816426268 leaf_count=1830 236 386 23 internal_value=0 -0.000183178 0.00058357 internal_weight=0 189.272 36.7857 internal_count=2475 2216 259 is_linear=0 shrinkage=0.00113303 Tree=1623 num_leaves=4 num_cat=0 split_feature=13 1 2 split_gain=11.7135 14.955 3.25228 threshold=-0.24588999999999997 1.0000000180025095e-35 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014714392823509772 -0.00062546457648750633 9.4612686243412134e-05 0.00045333842805328608 leaf_weight=7.633958118036392 54.547712692292407 150.1579802762717 10.321769108995793 leaf_count=35 1292 1072 90 internal_value=0 -9.75026e-05 0.000892625 internal_weight=0 204.706 17.9557 internal_count=2489 2364 125 is_linear=0 shrinkage=0.0011788 Tree=1624 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=13.0435 14.965 1.32985 threshold=-0.49367499999999992 -0.060644999999999991 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00067164976726039136 -0.00017384625495109432 0.00052151008990000594 -0.0013991928651589953 leaf_weight=5.5622730553150168 147.90671319584362 51.356662780046463 8.1213873103260976 leaf_count=37 1989 329 81 internal_value=0 5.56195e-06 -0.00111131 internal_weight=0 199.263 13.6837 internal_count=2436 2318 118 is_linear=0 shrinkage=0.00111081 Tree=1625 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=13.9291 16.5651 threshold=-0.036024999999999995 0.089810000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0013138130761541213 -0.00047678398793605294 0.00013941191352040143 leaf_weight=8.5905099269002658 82.492218739818782 138.39109181123786 leaf_count=73 1273 1160 internal_value=0 -9.08407e-05 internal_weight=0 220.883 internal_count=2506 2433 is_linear=0 shrinkage=0.00108903 Tree=1626 num_leaves=4 num_cat=0 split_feature=12 3 48 split_gain=17.238 21.8233 8.08612 threshold=0.040165000000000006 -0.097754999999999995 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2872418230303716e-05 5.9569878920612009e-05 -0.00018462805479531693 -0.00014913178656791057 leaf_weight=114.04614073224366 49.17435447871685 62.775300764013082 11.366635419428347 leaf_count=607 328 1499 52 internal_value=0 -7.74107e-05 7.08252e-05 internal_weight=0 111.95 125.413 internal_count=2486 1827 659 is_linear=0 shrinkage=0.000274722 Tree=1627 num_leaves=3 num_cat=0 split_feature=31 14 split_gain=12.9658 12.0874 threshold=-1.0000000180025095e-35 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0011932870960320975 -1.9806162350758826e-06 -0.0012920298177607598 leaf_weight=8.4279529284685832 206.48909750115126 7.2048809565603724 leaf_count=68 2317 80 internal_value=0 -4.61296e-05 internal_weight=0 213.694 internal_count=2465 2397 is_linear=0 shrinkage=0.00098637 Tree=1628 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=16.6825 28.3492 18.7756 threshold=-0.10298499999999998 -0.075434999999999988 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014746707313218407 -0.00020571839202690191 2.9632681702952965e-05 -0.00013179929941625304 leaf_weight=70.675706400536001 54.080230420920998 93.378709731157869 20.801758015528321 leaf_count=361 1232 744 100 internal_value=0 -5.67724e-05 8.38791e-05 internal_weight=0 147.459 91.4775 internal_count=2437 1976 461 is_linear=0 shrinkage=0.000258876 Tree=1629 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=14.5509 18.6006 6.92328 threshold=-0.25691499999999995 -0.046989999999999997 0.13082500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031052197020320046 0.00015445555054958282 -2.482709576173874e-05 0.00020129155189871017 leaf_weight=15.86635932698846 78.027746892999858 148.20553759997711 2.6581362392753354 leaf_count=262 468 1755 12 internal_value=0 3.70532e-05 -0.000236312 internal_weight=0 226.233 18.5245 internal_count=2497 2223 274 is_linear=0 shrinkage=0.000297367 Tree=1630 num_leaves=4 num_cat=0 split_feature=50 133 12 split_gain=11.6447 14.1366 12.3154 threshold=0.10647500000000001 0.10599500000000002 -0.077034999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015007762365599461 0.0011281603801664099 -0.0011691296950760287 -0.0013531847576936126 leaf_weight=197.02650803816505 3.0613829568028477 10.898948032408951 13.752806191332636 leaf_count=1934 19 295 255 internal_value=0 8.0336e-05 -0.000896928 internal_weight=0 207.925 16.8142 internal_count=2503 2229 274 is_linear=0 shrinkage=0.00113303 Tree=1631 num_leaves=3 num_cat=0 split_feature=1365 1429 split_gain=12.1096 12.815 threshold=0.084635000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013671493418569872 -0.0018175458887039568 8.2577266211499831e-05 leaf_weight=8.0289167091250402 4.5590691315010181 203.30888227093965 leaf_count=122 46 2265 internal_value=0 2.6806e-05 internal_weight=0 211.338 internal_count=2433 2387 is_linear=0 shrinkage=0.00113303 Tree=1632 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=19.0103 17.8363 15.4312 threshold=0.084045000000000022 -0.24404999999999996 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019962366515705089 0.00011670304647104987 -0.00017407108697076916 -9.3545494856591041e-06 leaf_weight=48.598428681492805 24.46874940674752 77.508323326706886 87.117947640363127 leaf_count=329 144 1530 494 internal_value=0 -0.00010425 6.55809e-05 internal_weight=0 101.977 135.716 internal_count=2497 1674 823 is_linear=0 shrinkage=0.000297367 Tree=1633 num_leaves=4 num_cat=0 split_feature=15 43 39 split_gain=14.3503 13.4385 8.94159 threshold=0.082725000000000007 0.18141000000000002 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023333469155773734 -0.00083130409307996241 -0.0010991775280039422 0.0010331686231499426 leaf_weight=184.52803009422496 26.358159657567743 8.940553901717065 3.2013457939028731 leaf_count=1483 842 100 14 internal_value=0 0.000171157 -0.000626242 internal_weight=0 193.469 29.5595 internal_count=2439 1583 856 is_linear=0 shrinkage=0.00106768 Tree=1634 num_leaves=4 num_cat=0 split_feature=147 43 52 split_gain=14.912 18.823 11.0918 threshold=1.0000000180025095e-35 -0.074459999999999985 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4375317706519897e-05 -8.2860879195107576e-05 -0.00010287975390497483 0.00033309240882224293 leaf_weight=81.931524761486799 8.3926817420870083 123.97778330231085 19.430047813802958 leaf_count=920 69 1401 72 internal_value=0 -2.83654e-05 0.000207792 internal_weight=0 205.909 27.8227 internal_count=2462 2321 141 is_linear=0 shrinkage=0.000303315 Tree=1635 num_leaves=3 num_cat=0 split_feature=52 41 split_gain=14.0558 14.8783 threshold=-0.42985499999999993 0.088520000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0012141101966340411 0.00013636145527205496 -0.0013511816398705399 leaf_weight=10.857762434519826 202.5994516487699 8.5389160439372045 leaf_count=223 2152 64 internal_value=0 7.55176e-05 internal_weight=0 211.138 internal_count=2439 2216 is_linear=0 shrinkage=0.00111081 Tree=1636 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=14.8648 17.1015 4.68989 threshold=1.0000000180025095e-35 -0.23438999999999996 -0.031559999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070275588035428199 0.00073238464180695414 -0.00020225609831983645 -0.00010229960095596813 leaf_weight=16.793028766289353 21.908013340085748 172.59781430405565 6.3754197079688302 leaf_count=113 159 2129 41 internal_value=0 -0.000121642 0.000544575 internal_weight=0 189.391 28.2834 internal_count=2442 2242 200 is_linear=0 shrinkage=0.000858695 Tree=1637 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=17.4589 29.2897 16.2233 threshold=-0.060644999999999991 -0.10674499999999999 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5420081288403043e-05 0.00031082323590887881 -0.00019529535164583624 -3.7803412983368286e-07 leaf_weight=81.738438749685884 33.152305394411087 78.38509685639292 39.497030653059483 leaf_count=425 168 1587 272 internal_value=0 -5.20387e-05 0.000141893 internal_weight=0 160.124 72.6493 internal_count=2452 2012 440 is_linear=0 shrinkage=0.000328318 Tree=1638 num_leaves=4 num_cat=0 split_feature=133 13 13 split_gain=14.3319 14.6256 0.719362 threshold=-0.39935999999999994 -0.16901999999999998 -0.067684999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019977809305601118 0.0010514401625275494 5.1238633623034906e-05 -0.0011124918691464403 leaf_weight=3.3391215465962887 21.581916302442551 195.58191238692962 2.8471054120454928 leaf_count=34 143 2190 100 internal_value=0 0.00015113 -0.00161736 internal_weight=0 217.164 6.18623 internal_count=2467 2333 134 is_linear=0 shrinkage=0.00115569 Tree=1639 num_leaves=4 num_cat=0 split_feature=52 0 47 split_gain=14.7492 20.0463 3.77421 threshold=-0.24526499999999998 -0.060644999999999991 0.11635500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028817729118724552 -2.39201106622874e-05 0.00016908613182622782 3.5080453606216773e-05 leaf_weight=15.815523826982828 154.54922294709831 61.314565433189273 3.5936970235779873 leaf_count=262 1833 318 27 internal_value=0 3.09612e-05 -0.000228467 internal_weight=0 215.864 19.4092 internal_count=2440 2151 289 is_linear=0 shrinkage=0.00028582 Tree=1640 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=13.656 12.729 threshold=1.0000000180025095e-35 0.10098000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002715447641313594 -0.002132548151179167 0.00035478488740308002 leaf_weight=125.57355583342724 4.780856465920805 85.086094769649208 leaf_count=1805 47 581 internal_value=0 -1.85142e-05 internal_weight=0 210.66 internal_count=2433 2386 is_linear=0 shrinkage=0.00125096 Tree=1641 num_leaves=3 num_cat=0 split_feature=31 1429 split_gain=11.1498 9.9777 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0012907520354554546 -0.0012724297872383676 -3.5817913658203686e-05 leaf_weight=7.7118151364848009 8.621581214014439 204.91346251731738 leaf_count=71 127 2242 internal_value=0 -8.63874e-05 internal_weight=0 213.535 internal_count=2440 2369 is_linear=0 shrinkage=0.00113303 Tree=1642 num_leaves=4 num_cat=0 split_feature=4 11 151 split_gain=11.4219 15.649 10.995 threshold=0.27626000000000001 0.080455000000000013 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9435419216146415e-06 -0.00070208486280452917 -0.0013487180780576734 0.00086039807239941487 leaf_weight=170.95655758702196 6.9709111936390391 11.883263492956756 31.815542765893042 leaf_count=2055 33 113 237 internal_value=0 -9.77264e-05 0.000578368 internal_weight=0 182.84 38.7865 internal_count=2438 2168 270 is_linear=0 shrinkage=0.00113303 Tree=1643 num_leaves=3 num_cat=0 split_feature=1456 1456 split_gain=18.2838 13.4253 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029838778816906094 4.1432981613974843e-05 -0.00026653188556220611 leaf_weight=11.449484041426329 220.3742773164995 9.4005296276882273 leaf_count=230 2034 219 internal_value=0 2.87099e-05 internal_weight=0 229.775 internal_count=2483 2253 is_linear=0 shrinkage=0.0002538 Tree=1644 num_leaves=4 num_cat=0 split_feature=42 43 132 split_gain=13.4571 16.249 3.11775 threshold=-0.094329999999999983 -0.083814999999999987 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001192213525557802 0.00052532205831610926 -8.5668709168481175e-05 -2.925541047457653e-05 leaf_weight=9.7564112246036512 51.786341217346489 158.84770945692435 2.6299261110834768 leaf_count=177 482 1766 27 internal_value=0 6.47483e-05 -0.000947763 internal_weight=0 210.634 12.3863 internal_count=2452 2248 204 is_linear=0 shrinkage=0.000948068 Tree=1645 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=14.554 19.7304 12.4576 threshold=0.10384000000000002 -0.11749 0.38845000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011613811593246037 0.00011143933169759653 -0.00010928160459746988 -0.00017499474504146706 leaf_weight=32.53531040251255 76.855377446860075 106.95203326456249 11.102620791643856 leaf_count=172 454 1715 104 internal_value=0 -5.66517e-05 7.51073e-05 internal_weight=0 139.487 87.958 internal_count=2445 1887 558 is_linear=0 shrinkage=0.0002538 Tree=1646 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=13.9616 16.2247 3.57168 threshold=-0.16901999999999998 -0.10072999999999999 -0.040094999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029673275817024839 0.00011512608325141739 -7.0355030177884131e-05 2.6919214325027168e-05 leaf_weight=17.412703163921837 60.124104549176991 155.01749131875113 6.1116816885769358 leaf_count=121 353 1997 27 internal_value=0 -1.8487e-05 0.000227094 internal_weight=0 215.142 23.5244 internal_count=2498 2350 148 is_linear=0 shrinkage=0.000303315 Tree=1647 num_leaves=4 num_cat=0 split_feature=43 13 13 split_gain=15.0424 13.8458 3.69115 threshold=-0.28298999999999996 0.11391500000000002 0.34261000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052641941950310291 -2.139322543003852e-06 0.00079252231492142632 -0.001541506415381649 leaf_weight=5.9514835746958834 196.0385403514374 16.055660404264927 4.2582013811916113 leaf_count=80 2316 68 26 internal_value=0 5.84035e-05 -0.000961916 internal_weight=0 212.094 10.2097 internal_count=2490 2384 106 is_linear=0 shrinkage=0.00082535 Tree=1648 num_leaves=4 num_cat=0 split_feature=15 4 4 split_gain=13.7146 14.8728 9.46397 threshold=0.084050000000000014 -0.49367499999999992 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010106973247542049 -0.00098528219392988894 0.00017374493555147606 0.001021882398651275 leaf_weight=13.985796015709637 24.265582484658811 181.40783815272152 3.1977911163121453 leaf_count=114 829 1503 17 internal_value=0 8.84352e-05 -0.000748371 internal_weight=0 195.394 27.4634 internal_count=2463 1617 846 is_linear=0 shrinkage=0.00111081 Tree=1649 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=15.4045 16.302 6.97299 threshold=1.0000000180025095e-35 -0.16901999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002209367742755171 0.00025968640509436628 -4.6786089292097976e-05 -9.2383563349804563e-05 leaf_weight=20.53918376006186 25.305575916543606 185.25318307010457 5.5497543700039378 leaf_count=126 171 2105 41 internal_value=0 -1.99603e-05 0.000196257 internal_weight=0 205.792 30.8553 internal_count=2443 2231 212 is_linear=0 shrinkage=0.00028582 Tree=1650 num_leaves=3 num_cat=0 split_feature=52 3 split_gain=14.6694 12.5944 threshold=-0.42985499999999993 -0.10628499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0011224382420781174 0.00054522500869926644 -4.2398216125022673e-05 leaf_weight=10.834310097154228 50.087125105783343 163.5234237043187 leaf_count=229 260 1983 internal_value=0 9.56004e-05 internal_weight=0 213.611 internal_count=2472 2243 is_linear=0 shrinkage=0.00102622 Tree=1651 num_leaves=4 num_cat=0 split_feature=12 3 47 split_gain=12.3409 14.0237 10.6131 threshold=0.084045000000000022 0.10812000000000001 0.078875000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043513467670131174 -0.00038753116811200103 0.0012097867761583401 -0.0003172584229944376 leaf_weight=99.937102625146508 87.993097278056666 7.2393001969903699 30.00146075617522 leaf_count=687 1641 22 153 internal_value=0 -0.000264829 0.000261291 internal_weight=0 95.2324 129.939 internal_count=2503 1663 840 is_linear=0 shrinkage=0.00111081 Tree=1652 num_leaves=4 num_cat=0 split_feature=14 3 16 split_gain=13.4195 17.642 0.569139 threshold=0.076175000000000007 -0.10072999999999999 -0.10961499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060191955877796088 -0.001102199234918516 -0.00013627866339372194 -0.0018041725058495705 leaf_weight=53.427429663017392 3.8596223741769791 157.24273083452135 3.5390991978347293 leaf_count=303 40 2099 40 internal_value=0 5.11539e-05 -0.00145987 internal_weight=0 210.67 7.39872 internal_count=2482 2402 80 is_linear=0 shrinkage=0.00111081 Tree=1653 num_leaves=4 num_cat=0 split_feature=39 3 43 split_gain=17.8582 20.1655 9.4277 threshold=0.0095750000000000019 0.17646500000000004 -0.042884999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9290733150081465e-05 0.00024496148528806199 0.00033438667788443591 -9.942994072379144e-05 leaf_weight=177.47403918998316 35.277039093896747 12.455080093815921 10.128608234226702 leaf_count=2120 213 101 68 internal_value=0 -5.19818e-05 0.000168083 internal_weight=0 189.929 45.4056 internal_count=2502 2221 281 is_linear=0 shrinkage=0.000315569 Tree=1654 num_leaves=4 num_cat=0 split_feature=13 12 12 split_gain=13.3328 15.6196 1.95883 threshold=-0.23438999999999996 0.084045000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011065512524674352 6.2674730063239846e-05 -0.00011474701508086745 0.00033246810911231493 leaf_weight=6.4310355298221138 121.73083618655801 95.229357360862195 13.779082819819449 leaf_count=62 722 1598 70 internal_value=0 -1.52192e-05 0.000262884 internal_weight=0 216.96 20.2101 internal_count=2452 2320 132 is_linear=0 shrinkage=0.000328318 Tree=1655 num_leaves=4 num_cat=0 split_feature=1 47 47 split_gain=12.6839 12.1513 6.56377 threshold=0.11588000000000001 0.11669500000000001 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010954643073353829 0.00097557907930786937 -0.0022020587619825684 -9.557840957602373e-06 leaf_weight=167.19735052715987 26.706740560010076 4.3472853414714328 17.480168597772717 leaf_count=2070 230 40 101 internal_value=0 -0.000163977 0.000586824 internal_weight=0 171.545 44.1869 internal_count=2441 2110 331 is_linear=0 shrinkage=0.00125096 Tree=1656 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=16.4826 20.9287 15.8892 threshold=0.10098000000000001 0.086785000000000015 -0.11437499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010035443984430937 0.00020161676153933387 -0.00013112039346925274 -0.000150805306961741 leaf_weight=39.380124185234308 68.741928249597549 30.539354927837849 99.243853962048888 leaf_count=193 440 173 1668 internal_value=0 9.9233e-05 -7.94328e-05 internal_weight=0 99.2813 138.624 internal_count=2474 613 1861 is_linear=0 shrinkage=0.000334884 Tree=1657 num_leaves=4 num_cat=0 split_feature=457 1 52 split_gain=15.1063 17.8745 9.13197 threshold=0.069910000000000014 0.10776500000000001 -0.088204999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011580197028821427 -0.00015299449291099706 8.2597269034645455e-05 0.00023129243965099109 leaf_weight=127.39680646406487 6.9079966340214005 62.039985023438931 30.441671665757895 leaf_count=1823 52 416 152 internal_value=0 -5.08164e-05 0.000159972 internal_weight=0 189.437 37.3497 internal_count=2443 2239 204 is_linear=0 shrinkage=0.000303315 Tree=1658 num_leaves=4 num_cat=0 split_feature=133 484 1 split_gain=14.308 13.5747 0.757155 threshold=-0.39935999999999994 -0.0068949999999999992 0.10293500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001412483420870419 -0.00085782185652722137 0.00018325752997170927 -0.0024448417355353025 leaf_weight=4.3617041055113068 19.838568205945194 195.93669729074463 1.8100897017866371 leaf_count=123 385 1939 13 internal_value=0 8.71445e-05 -0.00175343 internal_weight=0 215.775 6.17179 internal_count=2460 2324 136 is_linear=0 shrinkage=0.00120238 Tree=1659 num_leaves=4 num_cat=0 split_feature=14 3 16 split_gain=13.3726 13.874 0.680391 threshold=0.076175000000000007 -0.10072999999999999 -0.15102499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015370278836179823 -0.00026849596719599441 -2.5515621520622192e-05 -0.00047777970723492265 leaf_weight=57.334934739395976 3.1871303096413612 171.1408574222587 4.6272923499345771 leaf_count=303 32 2067 51 internal_value=0 1.95117e-05 -0.000397421 internal_weight=0 228.476 7.81442 internal_count=2453 2370 83 is_linear=0 shrinkage=0.000315569 Tree=1660 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=14.9086 16.7108 11.6396 threshold=0.10098000000000001 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044290297523248972 0.00094932586112383391 -0.00057767534528551994 2.1491577924066779e-05 leaf_weight=30.482957899570465 27.987875685095787 95.984619967872277 64.23754102550447 leaf_count=159 242 1701 388 internal_value=0 -0.000331507 0.000303873 internal_weight=0 126.468 92.2254 internal_count=2490 1860 630 is_linear=0 shrinkage=0.00120238 Tree=1661 num_leaves=4 num_cat=0 split_feature=376 457 4 split_gain=13.6765 13.3509 1.57326 threshold=0.048375000000000008 0.080930000000000016 0.0042650000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016401188373591869 0.00096148972235868724 0.00049479895020071072 0.00042004690588902697 leaf_weight=171.24126066803001 11.763051778078081 31.34184283297509 8.0776791982352716 leaf_count=2163 65 167 61 internal_value=0 -6.18696e-05 0.000744648 internal_weight=0 202.583 19.8407 internal_count=2456 2330 126 is_linear=0 shrinkage=0.000929479 Tree=1662 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=16.5776 15.0794 threshold=-1.0000000180025095e-35 -0.24526499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035970570725006265 -0.00023826405557742306 5.5703108928663092e-05 leaf_weight=11.224903909955172 18.842362114228308 208.88825827511027 leaf_count=231 251 1967 internal_value=0 3.12752e-05 internal_weight=0 227.731 internal_count=2449 2218 is_linear=0 shrinkage=0.000315569 Tree=1663 num_leaves=4 num_cat=0 split_feature=12 3 132 split_gain=12.4198 15.8472 11.7104 threshold=0.084045000000000022 -0.097754999999999995 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015478494908206293 0.00029077498119901293 -0.00068319722549277492 0.0012454785047175078 leaf_weight=113.97186245862395 39.896897583268583 55.236651951447129 15.44032717309892 leaf_count=741 285 1377 88 internal_value=0 -0.000274873 0.000285881 internal_weight=0 95.1335 129.412 internal_count=2491 1662 829 is_linear=0 shrinkage=0.0011788 Tree=1664 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=13.7453 22.8984 14.7923 threshold=-0.060644999999999991 1.0000000180025095e-35 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027028217268977632 0.00026856871892044852 1.6206386764884436e-06 -1.5912621772666573e-05 leaf_weight=37.219495492056012 28.078051906079054 120.37262400239706 41.647181609645486 leaf_count=1127 154 876 292 internal_value=0 -6.27426e-05 9.88937e-05 internal_weight=0 157.592 69.7252 internal_count=2449 2003 446 is_linear=0 shrinkage=0.000303315 Tree=1665 num_leaves=4 num_cat=0 split_feature=130 484 132 split_gain=15.232 16.6957 0.563501 threshold=1.0000000180025095e-35 -0.0068949999999999992 0.088210000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024261511333513791 -0.00036052842232265329 4.4692747807520671e-05 -0.00018653645599516676 leaf_weight=21.29075207747519 10.27363196434453 202.74469798710197 2.6368501344695678 leaf_count=376 277 1788 53 internal_value=0 1.72815e-05 -0.000326902 internal_weight=0 224.035 12.9105 internal_count=2494 2164 330 is_linear=0 shrinkage=0.000309381 Tree=1666 num_leaves=4 num_cat=0 split_feature=12 3 132 split_gain=21.2959 22.4518 11.9046 threshold=0.079890000000000017 0.10812000000000001 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6729535175298207e-05 -0.00012520448729090897 0.00040339368642136272 0.00034155749579634954 leaf_weight=113.90956691093743 107.13816652772948 7.8313553109765044 15.215816691517828 leaf_count=599 1808 24 74 internal_value=0 -8.88406e-05 9.05598e-05 internal_weight=0 114.97 129.125 internal_count=2505 1832 673 is_linear=0 shrinkage=0.000303315 Tree=1667 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=12.6853 24.9636 14.2889 threshold=-0.061889999999999994 -0.10298499999999998 -0.081779999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030533585098529628 0.0012706080604558212 -0.00078150124795762349 2.6711926601947134e-05 leaf_weight=84.7173136100173 26.789210960268974 66.292872230522335 41.213074369356036 leaf_count=463 134 1529 320 internal_value=0 -0.000172007 0.000518023 internal_weight=0 151.01 68.0023 internal_count=2446 1992 454 is_linear=0 shrinkage=0.00132752 Tree=1668 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=13.2804 15.1194 threshold=-1.0000000180025095e-35 0.08894500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039229218564292939 -0.00014731026066382166 3.3237467011619677e-05 leaf_weight=8.1268213856965286 78.45597704872489 137.39804246881977 leaf_count=69 1180 1204 internal_value=0 -3.24282e-05 internal_weight=0 215.854 internal_count=2453 2384 is_linear=0 shrinkage=0.000328318 Tree=1669 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=11.8981 23.9356 18.076 threshold=-0.10674499999999999 -0.075434999999999988 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050434998460565381 -0.00076458053205628233 0.00010724989897237618 -0.0006366284382187938 leaf_weight=66.449813021346927 50.650634934660047 85.611887086182833 17.714731957763433 leaf_count=358 1269 757 90 internal_value=0 -0.000217183 0.000263673 internal_weight=0 136.263 84.1645 internal_count=2474 2026 448 is_linear=0 shrinkage=0.0010061 Tree=1670 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=19.4304 14.7623 14.2569 threshold=0.094405000000000003 -0.42985499999999993 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011138552173011451 -0.00033119891244689831 0.0001216954410231709 0.00032701531156182983 leaf_weight=107.08344581816345 6.9537234809249631 106.40101797506213 7.1811437755823126 leaf_count=1682 96 637 21 internal_value=0 9.36133e-05 -8.35404e-05 internal_weight=0 113.355 114.265 internal_count=2436 733 1703 is_linear=0 shrinkage=0.000303315 Tree=1671 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=14.5569 15.3507 9.49853 threshold=0.27626000000000001 0.069910000000000014 -0.25691999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0973734455450314e-05 -0.00016049171631721569 0.00014756944434242536 0.0002336775883183282 leaf_weight=161.06381840957329 7.2954399585723868 35.65368183888495 34.694818548858166 leaf_count=2019 30 189 238 internal_value=0 -3.94915e-05 0.000164949 internal_weight=0 196.718 41.9903 internal_count=2476 2208 268 is_linear=0 shrinkage=0.000315569 Tree=1672 num_leaves=4 num_cat=0 split_feature=12 1 47 split_gain=20.4177 18.4548 14.9794 threshold=0.079890000000000017 0.12796000000000002 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013845437361119985 -0.00012662542874422169 0.00027136376405175665 -0.00011746019928589111 leaf_weight=101.52161712013185 101.41886821109802 11.360825754702089 25.15834079310298 leaf_count=558 1755 53 119 internal_value=0 -8.63047e-05 8.75715e-05 internal_weight=0 112.78 126.68 internal_count=2485 1808 677 is_linear=0 shrinkage=0.000297367 Tree=1673 num_leaves=4 num_cat=0 split_feature=15 4 39 split_gain=13.6743 15.4615 10.7966 threshold=0.082725000000000007 -0.49367499999999992 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022972612063446509 -0.00021637922074491071 3.5211197597533678e-05 0.00024834738424613784 leaf_weight=15.278675302863119 28.396340052597228 181.65719912433997 3.5359493270516387 leaf_count=123 874 1447 14 internal_value=0 1.4538e-05 -0.000164231 internal_weight=0 196.936 31.9323 internal_count=2458 1570 888 is_linear=0 shrinkage=0.0002538 Tree=1674 num_leaves=4 num_cat=0 split_feature=15 48 1 split_gain=18.3237 14.666 10.5704 threshold=0.082725000000000007 0.12879500000000002 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0165254765118918e-05 -0.00030384955600539133 -0.00029751058598801095 0.00013718416470324851 leaf_weight=190.5582899004221 25.491195731330667 11.745276772882788 6.1429509893059722 leaf_count=1539 855 63 29 internal_value=0 2.98266e-05 -0.000218025 internal_weight=0 202.304 31.6341 internal_count=2486 1602 884 is_linear=0 shrinkage=0.000303315 Tree=1675 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=16.2297 15.3612 6.65374 threshold=-1.0000000180025095e-35 -0.10072999999999999 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030186126807669192 0.00015714491302069536 -2.0923232293610626e-05 0.00014425596664027591 leaf_weight=18.880883015692238 55.832936178892851 155.88969557359815 3.2725337222218505 leaf_count=390 288 1760 16 internal_value=0 2.6093e-05 -0.000235566 internal_weight=0 211.723 22.1534 internal_count=2454 2048 406 is_linear=0 shrinkage=0.000291537 Tree=1676 num_leaves=4 num_cat=0 split_feature=128 1456 2 split_gain=11.6609 11.5251 2.29453 threshold=0.085185000000000025 -1.0000000180025095e-35 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093859004023533579 -0.001330306403639921 0.00010380244174933052 -0.00014183256633105334 leaf_weight=10.307405088096855 6.8945499812252802 206.48392900265753 1.9764500875025985 leaf_count=217 156 2087 22 internal_value=0 5.37827e-05 -0.00107058 internal_weight=0 216.791 8.871 internal_count=2482 2304 178 is_linear=0 shrinkage=0.00096703 Tree=1677 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=13.5361 13.4105 3.47608 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.0076699999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014608742013341386 0.00024329227917110755 -6.3247975450579413e-05 -2.0742549688434136e-05 leaf_weight=33.71356200799346 23.581826092675332 167.88796785613522 5.6678881905972949 leaf_count=208 157 2047 45 internal_value=0 -2.81794e-05 0.000192245 internal_weight=0 201.602 29.2497 internal_count=2457 2255 202 is_linear=0 shrinkage=0.000303315 Tree=1678 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=17.7751 13.9517 13.5301 threshold=0.099325000000000011 -0.42985499999999993 0.090810000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011536463930236554 -0.00032542571627911524 0.00012309015189756166 0.00012923392025580583 leaf_weight=110.88631481258199 6.4552394393831483 93.729144614189863 24.294392041862011 leaf_count=1786 85 555 88 internal_value=0 9.38596e-05 -7.13353e-05 internal_weight=0 100.184 135.181 internal_count=2514 640 1874 is_linear=0 shrinkage=0.000297367 Tree=1679 num_leaves=4 num_cat=0 split_feature=484 150 157 split_gain=13.6266 17.0361 11.9732 threshold=0.076210000000000014 0.081245000000000026 -0.084489999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034984998224999321 -0.0011221950376433744 0.00058116036494929555 0.0010222420809669565 leaf_weight=137.41107141436078 5.1925201965495935 46.189473411999643 34.625497555360198 leaf_count=1880 64 256 243 internal_value=0 -0.000115419 0.000740231 internal_weight=0 183.601 39.818 internal_count=2443 2136 307 is_linear=0 shrinkage=0.00132752 Tree=1680 num_leaves=4 num_cat=0 split_feature=484 0 150 split_gain=13.921 14.844 6.47385 threshold=-0.0068949999999999992 -0.10674499999999999 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027615369031731146 0.00012524793294941983 -2.9757450129497125e-05 0.00017012710951381946 leaf_weight=18.611419766675684 79.099920723587275 139.01683324109763 3.0169083625078192 leaf_count=376 369 1731 14 internal_value=0 2.64906e-05 -0.000213347 internal_weight=0 218.117 21.6283 internal_count=2490 2100 390 is_linear=0 shrinkage=0.00028582 Tree=1681 num_leaves=4 num_cat=0 split_feature=52 52 160 split_gain=16.6612 16.4498 3.87582 threshold=-0.24526499999999998 -0.046989999999999997 0.038795000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003197690208477979 0.00013570017903578822 -3.4126125896536013e-05 5.7411086792250283e-05 leaf_weight=15.281276710331442 68.988190386909992 142.96731460606679 2.5655174730345598 leaf_count=234 449 1748 51 internal_value=0 2.11921e-05 -0.000265529 internal_weight=0 211.956 17.8468 internal_count=2482 2197 285 is_linear=0 shrinkage=0.00028582 Tree=1682 num_leaves=4 num_cat=0 split_feature=484 1 123 split_gain=16.019 13.9987 7.6147 threshold=-0.0068949999999999992 0.077765000000000015 0.088205000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034607389578475802 -0.00011181222445817616 8.0411167294737199e-05 0.00032491624893660133 leaf_weight=18.873675473500047 58.812189162708819 152.23346842173487 2.0192437544465056 leaf_count=370 1013 1033 10 internal_value=0 2.68133e-05 -0.000279838 internal_weight=0 211.046 20.8929 internal_count=2426 2046 380 is_linear=0 shrinkage=0.000334884 Tree=1683 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=13.8599 13.021 10.6265 threshold=0.10491000000000002 0.10812000000000001 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030642895978741543 0.00061677387318090035 0.00080054567794609342 -0.00019772523971902959 leaf_weight=123.41109551931731 53.068928914144635 12.746794171631334 26.129078878089786 leaf_count=1836 381 42 145 internal_value=0 -0.000202224 0.000348154 internal_weight=0 136.158 79.198 internal_count=2404 1878 526 is_linear=0 shrinkage=0.00104674 Tree=1684 num_leaves=4 num_cat=0 split_feature=15 484 43 split_gain=14.3173 13.3859 8.07936 threshold=0.084050000000000014 -0.0068949999999999992 -0.084964999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00086021879909500387 0.00026209308216862832 0.00025812039066738785 -0.0011865557535154288 leaf_weight=17.600658717099577 8.0409087515436131 176.81077577127144 20.26077367272228 leaf_count=299 148 1338 678 internal_value=0 0.000156437 -0.000775563 internal_weight=0 194.411 28.3017 internal_count=2463 1637 826 is_linear=0 shrinkage=0.00122643 Tree=1685 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=13.9296 28.9581 19.3831 threshold=-0.060644999999999991 -0.10674499999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002480729331529057 -0.0011533700363958552 -0.00066847987062797383 0.00058615837333999686 leaf_weight=83.446143290959299 7.7862412668764582 68.823202654253691 63.362032221630216 leaf_count=449 111 1578 343 internal_value=0 -0.00016638 0.000394277 internal_weight=0 152.269 71.1483 internal_count=2481 2027 454 is_linear=0 shrinkage=0.00104674 Tree=1686 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=13.3627 16.9435 5.82539 threshold=-0.29521499999999995 -0.046989999999999997 -0.24354499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011476071898300722 0.00042446168375390571 -0.00018235230527474146 -0.0011808797864298389 leaf_weight=1.1002325788140286 71.657330845482647 132.58143508294597 12.718350232578812 leaf_count=7 476 1742 257 internal_value=0 3.06648e-05 -0.000987752 internal_weight=0 204.239 13.8186 internal_count=2482 2218 264 is_linear=0 shrinkage=0.0010061 Tree=1687 num_leaves=4 num_cat=0 split_feature=123 3 124 split_gain=12.8777 13.3302 7.89712 threshold=1.0000000180025095e-35 0.18307500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020967275168291025 0.00092774718543118802 0.0011358288363780668 -0.00059560986988193665 leaf_weight=180.52413303591311 25.854541113600138 10.290027437731622 5.4285741820931426 leaf_count=2157 176 92 42 internal_value=0 -0.00013649 0.000662217 internal_weight=0 190.814 31.2831 internal_count=2467 2249 218 is_linear=0 shrinkage=0.00115569 Tree=1688 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=16.7357 17.0924 8.09123 threshold=0.10508500000000001 -0.11749 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051560495230443997 -0.00061891042799405607 -0.00049843917730444179 0.00063731717600165887 leaf_weight=34.57047719322145 9.0329606365412456 104.04335529962555 66.446102716960013 leaf_count=194 52 1759 458 internal_value=0 -0.000245323 0.000486284 internal_weight=0 138.614 75.4791 internal_count=2463 1953 510 is_linear=0 shrinkage=0.00125096 Tree=1689 num_leaves=4 num_cat=0 split_feature=1 457 43 split_gain=15.4551 16.0022 3.67407 threshold=0.12337000000000002 0.069910000000000014 -0.074169999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3203108730341812e-05 0.00033791975068676839 0.00015151088976020867 0.00012693756408040853 leaf_weight=159.87831183802336 10.833158344030378 37.869694674387574 22.686848215758801 leaf_count=2039 73 204 161 internal_value=0 -2.20219e-05 0.000196022 internal_weight=0 197.748 33.52 internal_count=2477 2243 234 is_linear=0 shrinkage=0.000297367 Tree=1690 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=13.044 14.7919 7.63986 threshold=-0.49367499999999992 -0.061889999999999994 -0.53936499999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022736151548479765 -0.00015000358079549309 0.00060257550540251134 -0.0017278928661628157 leaf_weight=4.2275180071592322 144.51015199092217 53.821424589492381 10.08980532735586 leaf_count=34 1988 345 94 internal_value=0 5.44493e-05 -0.00115327 internal_weight=0 198.332 14.3173 internal_count=2461 2333 128 is_linear=0 shrinkage=0.00122643 Tree=1691 num_leaves=4 num_cat=0 split_feature=123 133 42 split_gain=11.8864 12.7007 7.95832 threshold=1.0000000180025095e-35 0.10637000000000002 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9333501587989817e-05 -0.00065262283439655895 -0.0012810583010761157 0.0010712694174716752 leaf_weight=178.84248324669898 4.555658400058749 11.261001778766511 23.415467366576195 leaf_count=1942 23 322 182 internal_value=0 -4.89975e-05 0.000789016 internal_weight=0 190.103 27.9711 internal_count=2469 2264 205 is_linear=0 shrinkage=0.00120238 Tree=1692 num_leaves=4 num_cat=0 split_feature=3 15 2 split_gain=16.5329 15.641 0.446692 threshold=0.18307500000000002 0.084050000000000014 0.11353000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3792932261622092e-05 0.0004477768709233645 -0.00022386103095699056 0.00030294868592273662 leaf_weight=192.69248824566603 3.6067696548998347 29.136640425771475 10.383177476003764 leaf_count=1521 30 821 93 internal_value=0 -8.83225e-06 0.000343546 internal_weight=0 221.829 13.9899 internal_count=2465 2342 123 is_linear=0 shrinkage=0.000315569 Tree=1693 num_leaves=4 num_cat=0 split_feature=1213 475 403 split_gain=10.9347 14.2023 13.0613 threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.083174999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023132170884258784 -0.0011412735420327303 -0.0012589919694363833 0.00015451943853932805 leaf_weight=1.4878204464912403 10.41700557945296 13.898004103451965 193.76771422917955 leaf_count=2 283 388 1804 internal_value=0 -0.00089934 8.7822e-05 internal_weight=0 15.3858 204.185 internal_count=2477 390 2087 is_linear=0 shrinkage=0.00113303 Tree=1694 num_leaves=4 num_cat=0 split_feature=13 39 3 split_gain=16.4868 21.0731 11.687 threshold=-0.10939499999999998 0.0095750000000000019 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020843631545925761 -8.9176151138656848e-05 0.00016556394015852726 0.00026643200447581586 leaf_weight=6.0612148940563193 154.92709474312142 40.753428820520639 32.05064582079649 leaf_count=46 2007 246 186 internal_value=0 -3.60583e-05 0.000190521 internal_weight=0 195.681 38.1119 internal_count=2485 2253 232 is_linear=0 shrinkage=0.000315569 Tree=1695 num_leaves=4 num_cat=0 split_feature=13 132 41 split_gain=13.9537 15.6937 6.50012 threshold=-0.10939499999999998 0.080640000000000017 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010689808425745537 -0.00021991127430889376 0.00089158973502950496 -4.8924470670775962e-05 leaf_weight=24.937125578522682 156.4946667519398 20.693610752467066 10.731696249917148 leaf_count=160 2024 207 67 internal_value=0 -8.96193e-05 0.000733536 internal_weight=0 177.188 35.6688 internal_count=2458 2231 227 is_linear=0 shrinkage=0.00120238 Tree=1696 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=13.6936 14.3213 threshold=-1.0000000180025095e-35 0.097940000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035432054680603874 -7.9186107393908528e-05 7.2111822898282557e-05 leaf_weight=9.3293613344430906 123.16008738894016 100.25479683326557 leaf_count=70 1658 735 internal_value=0 -1.12908e-05 internal_weight=0 223.415 internal_count=2463 2393 is_linear=0 shrinkage=0.000297367 Tree=1697 num_leaves=4 num_cat=0 split_feature=160 16 133 split_gain=16.0575 17.3035 0.145956 threshold=-0.25833999999999996 0.26746000000000009 0.027340000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036054342705478694 5.8223829095935395e-05 -0.00019564026389084946 -0.00025312663749013306 leaf_weight=7.8066113092936558 202.39306836901233 25.608323944266886 2.842529502697289 leaf_count=127 1995 294 84 internal_value=0 2.96287e-05 -0.000334803 internal_weight=0 228.001 10.6491 internal_count=2500 2289 211 is_linear=0 shrinkage=0.000291537 Tree=1698 num_leaves=4 num_cat=0 split_feature=123 13 42 split_gain=14.8278 18.9885 6.95257 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017783665295749453 -0.00010153057831044821 -6.7254188158409497e-05 0.0002690700560305418 leaf_weight=36.660866775549948 5.8691854178905478 170.67585782706738 26.34362524189055 leaf_count=214 24 2068 184 internal_value=0 -2.38451e-05 0.000201429 internal_weight=0 207.337 32.2128 internal_count=2490 2282 208 is_linear=0 shrinkage=0.000309381 Tree=1699 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=15.4754 17.3465 11.9122 threshold=0.10098000000000001 -0.23078999999999997 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012984473878546892 -0.00088843022187155244 -0.00042775548285977754 0.0004672413890994281 leaf_weight=8.2241763193160278 9.6175066884607059 116.24367021908984 78.932218780741096 leaf_count=28 104 1808 512 internal_value=0 -0.000312633 0.000319064 internal_weight=0 124.468 88.5497 internal_count=2452 1836 616 is_linear=0 shrinkage=0.00115569 Tree=1700 num_leaves=4 num_cat=0 split_feature=128 453 133 split_gain=14.0403 12.4181 1.51417 threshold=0.085185000000000025 0.091330000000000008 -0.27466499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013356049532097471 -0.00033568577839657561 -0.0018808395384622375 -0.0016256575586059566 leaf_weight=202.66378844156861 1.6013798839412627 4.2319060806184998 7.4052997883409244 leaf_count=2255 37 27 138 internal_value=0 9.13623e-05 -0.00140324 internal_weight=0 206.896 9.00668 internal_count=2457 2282 175 is_linear=0 shrinkage=0.0011788 Tree=1701 num_leaves=4 num_cat=0 split_feature=160 1375 484 split_gain=12.4204 11.1049 0.0679004 threshold=-0.40446999999999994 0.099110000000000018 0.041220000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013502201215399641 8.8624493218914709e-05 -0.001921069753695606 -0.0009581678586948521 leaf_weight=6.8537155175581557 204.60826886165887 3.337905869819223 2.1458738367073238 leaf_count=142 2235 27 54 internal_value=0 5.53489e-05 -0.00126966 internal_weight=0 207.946 8.99959 internal_count=2458 2262 196 is_linear=0 shrinkage=0.00111081 Tree=1702 num_leaves=4 num_cat=0 split_feature=14 147 16 split_gain=12.2148 12.5805 1.36978 threshold=0.062655000000000016 1.0000000180025095e-35 -0.15102499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4827034201639942e-06 -0.00087905375936570267 0.00099618888751998617 -0.0020120107638296335 leaf_weight=189.49310048599727 3.6868593692779541 25.534130955114961 4.4820274570956808 leaf_count=2255 36 142 52 internal_value=0 0.000123585 -0.00151947 internal_weight=0 215.027 8.16889 internal_count=2485 2397 88 is_linear=0 shrinkage=0.00132752 Tree=1703 num_leaves=4 num_cat=0 split_feature=1 0 457 split_gain=14.8695 26.7985 13.9474 threshold=1.0000000180025095e-35 -0.059114999999999994 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026681602820610424 1.4038225507062642e-05 0.00012003462061038797 0.00022575389496253188 leaf_weight=37.511294085998088 134.71363700181246 25.47329419106245 32.800498081371188 leaf_count=1129 1016 137 149 internal_value=0 -0.000110424 5.56168e-05 internal_weight=0 62.9846 167.514 internal_count=2431 1266 1165 is_linear=0 shrinkage=0.000291537 Tree=1704 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=14.0863 11.7332 1.76924 threshold=0.18307500000000002 0.0095750000000000019 -0.11524 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002460634164030939 0.00056794608096593334 0.00037116441977311671 0.0013500567724669401 leaf_weight=164.19110485678539 6.0522308852523565 40.306869823485613 6.6392232645302993 leaf_count=2096 63 263 57 internal_value=0 -0.00012427 0.000985317 internal_weight=0 204.498 12.6915 internal_count=2479 2359 120 is_linear=0 shrinkage=0.00102622 Tree=1705 num_leaves=3 num_cat=0 split_feature=1373 1456 split_gain=12.0762 11.6812 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014031503337869335 -0.0023412663440372152 -0.0013484201681114789 leaf_weight=210.83499224390835 3.441382009536027 9.2105449619702977 leaf_count=2253 21 225 internal_value=0 7.73463e-05 internal_weight=0 220.046 internal_count=2499 2478 is_linear=0 shrinkage=0.00130149 Tree=1706 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=17.5591 22.6894 14.6306 threshold=1.0000000180025095e-35 0.025125000000000005 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024382204864423424 9.6808809087181664e-05 0.00012738772624079988 -0.00013018201995315453 leaf_weight=44.88918404141441 140.51189435180277 21.439940597862005 30.465311821550131 leaf_count=1181 948 67 253 internal_value=0 -0.000123821 5.63041e-05 internal_weight=0 66.3291 170.977 internal_count=2449 1248 1201 is_linear=0 shrinkage=0.000297367 Tree=1707 num_leaves=4 num_cat=0 split_feature=51 15 15 split_gain=17.133 14.7605 3.08225 threshold=-0.10998999999999999 0.084050000000000014 -0.093329999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2123573099222114e-05 4.6205348944785321e-05 -0.00017959054136469413 -0.00030057583461983052 leaf_weight=2.4107090868055847 182.89966610586271 27.050434193573892 17.571060234215111 leaf_count=28 1427 815 217 internal_value=0 1.70331e-05 -0.000259226 internal_weight=0 209.95 19.9818 internal_count=2487 2242 245 is_linear=0 shrinkage=0.00028582 Tree=1708 num_leaves=4 num_cat=0 split_feature=1 48 50 split_gain=14.7716 17.4354 3.5146 threshold=0.12394500000000001 0.12649500000000002 0.11564500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9937616705158594e-06 0.0002787394578378957 -0.00056738101497105721 -2.4300530760719203e-05 leaf_weight=198.08557150326669 24.047514775767926 6.036658543162047 4.95426907762885 leaf_count=2180 189 39 28 internal_value=0 -2.2898e-05 0.000227078 internal_weight=0 204.122 29.0018 internal_count=2436 2219 217 is_linear=0 shrinkage=0.000328318 Tree=1709 num_leaves=4 num_cat=0 split_feature=51 43 40 split_gain=13.7421 17.3039 6.30322 threshold=-0.097374999999999975 0.25619500000000001 0.051255000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011413197988167237 0.00018790572967362904 -0.0018284304497070041 0.00075942710651468555 leaf_weight=19.574830336496237 188.4924381847959 6.5151905023958525 2.9483981132507315 leaf_count=275 2088 132 11 internal_value=0 0.00011953 -0.000889977 internal_weight=0 195.008 22.5232 internal_count=2506 2220 286 is_linear=0 shrinkage=0.00122643 Tree=1710 num_leaves=4 num_cat=0 split_feature=376 0 133 split_gain=14.5533 14.18 3.6735 threshold=0.048375000000000008 -0.10674499999999999 0.048695000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0996279079749353e-05 4.1335090042792705e-06 -0.00011688195547687874 0.00027312967786797431 leaf_weight=78.527466729283333 6.3344983682036426 139.63694214913994 15.328276127576826 leaf_count=400 35 1965 97 internal_value=0 -6.00624e-05 0.000194897 internal_weight=0 218.164 21.6628 internal_count=2497 2365 132 is_linear=0 shrinkage=0.000297367 Tree=1711 num_leaves=4 num_cat=0 split_feature=13 39 13 split_gain=15.975 15.6091 1.64304 threshold=-0.23438999999999996 0.0095750000000000019 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010553563197037254 -5.4881820063826157e-05 0.00012766226865079861 0.00028167871023685056 leaf_weight=5.3089964259415892 167.84809659235179 40.435146752744913 13.63031294941902 leaf_count=32 2030 256 97 internal_value=0 -1.9394e-05 0.000233213 internal_weight=0 208.283 18.9393 internal_count=2415 2286 129 is_linear=0 shrinkage=0.000264054 Tree=1712 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=13.519 23.7262 15.2187 threshold=0.077765000000000015 -0.059114999999999994 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028325662689836261 9.2154345668478866e-05 9.8130380443094316e-05 -0.00014779258983609603 leaf_weight=38.430788452737033 135.13017775304615 27.998993000015616 32.57887427508831 leaf_count=1155 980 142 210 internal_value=0 -0.000122614 4.54752e-05 internal_weight=0 66.4298 167.709 internal_count=2487 1297 1190 is_linear=0 shrinkage=0.000315569 Tree=1713 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=16.8953 19.4106 13.8481 threshold=0.084045000000000022 0.12608000000000003 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020030967298155736 -0.00013187515723667395 0.00029989852124834792 1.0124585651495146e-06 leaf_weight=47.785979473497719 91.536693192087114 10.128960371017454 86.521603843662888 leaf_count=332 1622 51 498 internal_value=0 -8.85749e-05 7.20292e-05 internal_weight=0 101.666 134.308 internal_count=2503 1673 830 is_linear=0 shrinkage=0.000297367 Tree=1714 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=14.3577 14.8018 11.9339 threshold=0.10098000000000001 -0.12948499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033380552381255562 0.00088393392734721632 -0.00047779710598135473 4.4281644377360822e-05 leaf_weight=33.513472605496645 25.926860172301531 91.995132107287645 64.503044554963708 leaf_count=168 230 1693 380 internal_value=0 -0.000260978 0.000285811 internal_weight=0 125.509 90.4299 internal_count=2471 1861 610 is_linear=0 shrinkage=0.00104674 Tree=1715 num_leaves=4 num_cat=0 split_feature=123 1456 43 split_gain=13.4805 12.7612 6.40231 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.040789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3093815795889732e-06 0.00091794900859364223 -0.0012991335965820544 -0.00023804300763612121 leaf_weight=186.48693037033081 23.116867104545239 7.8859459278173736 6.0785755794495335 leaf_count=2053 173 220 46 internal_value=0 -5.46813e-05 0.000677278 internal_weight=0 194.373 29.1954 internal_count=2492 2273 219 is_linear=0 shrinkage=0.0010061 Tree=1716 num_leaves=4 num_cat=0 split_feature=52 0 13 split_gain=13.4332 14.8997 6.17698 threshold=-0.24526499999999998 -0.060644999999999991 0.17624000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032823153553994747 -2.2206278266526077e-05 0.00016415481521632716 0.00016879387711781459 leaf_weight=15.515674940776082 150.34308313997462 59.558481027372181 2.8898428026586762 leaf_count=280 1854 322 11 internal_value=0 3.0732e-05 -0.000249645 internal_weight=0 209.902 18.4055 internal_count=2467 2176 291 is_linear=0 shrinkage=0.000315569 Tree=1717 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=19.2981 15.2309 3.91937 threshold=0.12337000000000002 0.079890000000000017 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0807802878667994e-05 0.00026978897072544255 -0.0001363847653180264 8.8625998133449369e-06 leaf_weight=102.77840815298259 23.034118246287111 97.680218099616468 6.8777791038155547 leaf_count=510 188 1762 32 internal_value=0 -5.06931e-05 0.00021005 internal_weight=0 200.459 29.9119 internal_count=2492 2272 220 is_linear=0 shrinkage=0.000303315 Tree=1718 num_leaves=4 num_cat=0 split_feature=123 133 42 split_gain=13.0362 16.8063 4.38 threshold=1.0000000180025095e-35 0.098715000000000011 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9436311746115036e-07 -0.00011484146163232173 -0.0013731760013235216 0.0010388180338186811 leaf_weight=177.62452297471464 5.6022873409092453 12.629643070977179 19.945128807798028 leaf_count=1900 25 368 166 internal_value=0 -9.10746e-05 0.000786435 internal_weight=0 190.254 25.5474 internal_count=2459 2268 191 is_linear=0 shrinkage=0.00115569 Tree=1719 num_leaves=4 num_cat=0 split_feature=52 0 42 split_gain=13.7577 17.0243 6.10839 threshold=-0.24526499999999998 -0.060644999999999991 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003216530570175867 -1.8614178568584027e-05 0.00017644964240407451 0.00016165694123938752 leaf_weight=15.271525992080571 153.06282596476376 59.34135502949357 2.9178607817739239 leaf_count=264 1874 317 23 internal_value=0 3.59469e-05 -0.000243608 internal_weight=0 212.404 18.1894 internal_count=2478 2191 287 is_linear=0 shrinkage=0.000309381 Tree=1720 num_leaves=4 num_cat=0 split_feature=15 132 13 split_gain=13.6024 12.2773 9.89735 threshold=0.077615000000000003 0.081240000000000021 0.14530000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1919082822908522e-05 -0.0010945512275949045 0.00087673282427967508 0.00063004834820718056 leaf_weight=162.5039952355437 23.529350560158495 22.512696225196123 5.3954762089997521 leaf_count=1385 856 165 67 internal_value=0 7.91084e-05 -0.000771665 internal_weight=0 185.017 28.9248 internal_count=2473 1550 923 is_linear=0 shrinkage=0.00115569 Tree=1721 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=15.4723 17.6646 17.4246 threshold=0.088975000000000012 -0.074204999999999979 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021112798338830107 0.00013125351974577516 6.0109090300605206e-05 -0.00011674313127157432 leaf_weight=50.987358198035508 102.01010281778872 38.840313426218927 34.900828680023551 leaf_count=1178 719 325 225 internal_value=0 -9.39198e-05 6.79914e-05 internal_weight=0 89.8277 136.911 internal_count=2447 1503 944 is_linear=0 shrinkage=0.000303315 Tree=1722 num_leaves=4 num_cat=0 split_feature=1456 1 12 split_gain=12.594 14.5709 2.64962 threshold=1.0000000180025095e-35 0.12500000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3471605029969702e-07 0.0005870057299518426 0.00096318210537144522 -0.0016086367613885454 leaf_weight=182.5672498436179 0.86741162091493595 26.988736927509308 7.7179138651117665 leaf_count=2036 7 217 213 internal_value=0 0.000124031 -0.0013821 internal_weight=0 209.556 8.58533 internal_count=2473 2253 220 is_linear=0 shrinkage=0.00122643 Tree=1723 num_leaves=4 num_cat=0 split_feature=376 4 1 split_gain=17.1182 17.0713 2.27479 threshold=0.048375000000000008 0.30163500000000004 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7760740575173073e-05 9.9532406045768903e-05 0.00014983091217176677 0.00030544018761324821 leaf_weight=172.87544248206541 7.4865276068449047 36.657493134960532 15.265725715085862 leaf_count=2169 21 228 108 internal_value=0 -3.78851e-05 0.000238506 internal_weight=0 209.533 22.7523 internal_count=2526 2397 129 is_linear=0 shrinkage=0.000303315 Tree=1724 num_leaves=4 num_cat=0 split_feature=13 12 13 split_gain=13.4341 14.6485 4.10582 threshold=-0.24588999999999997 0.084045000000000022 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.8617366563322777e-05 6.1835569946349359e-05 -9.8777328611969294e-05 0.00033669728008590586 leaf_weight=5.5085113979876068 121.09755208855495 91.703790371771902 14.439346522092817 leaf_count=35 703 1638 98 internal_value=0 -7.39388e-06 0.000252257 internal_weight=0 212.801 19.9479 internal_count=2474 2341 133 is_linear=0 shrinkage=0.000303315 Tree=1725 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=16.8105 16.1569 8.17141 threshold=-0.0068949999999999992 -0.24185499999999996 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032066266848535679 0.00029254401465466154 1.0853380339341264e-05 0.00029428349231530652 leaf_weight=17.720299429260198 20.615478053689003 194.75574105838314 2.1493079066276541 leaf_count=394 165 1900 11 internal_value=0 3.7955e-05 -0.000252867 internal_weight=0 215.371 19.8696 internal_count=2470 2065 405 is_linear=0 shrinkage=0.000303315 Tree=1726 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=13.1396 14.3516 7.76867 threshold=-0.0068949999999999992 0.10098000000000001 0.10081500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011203266653181327 -0.0001305486938120633 0.00048910902529402691 0.00088916320748634765 leaf_weight=17.321521070785824 118.36309587443247 80.541472403332591 2.7917662803083649 leaf_count=387 1532 552 12 internal_value=0 0.0001205 -0.000838027 internal_weight=0 198.905 20.1133 internal_count=2483 2084 399 is_linear=0 shrinkage=0.00113303 Tree=1727 num_leaves=4 num_cat=0 split_feature=1 31 43 split_gain=13.8962 12.6984 3.84869 threshold=0.12541500000000003 -1.0000000180025095e-35 -0.074169999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015805320395117577 0.0014869664252560855 -0.00028672954085172322 0.00042682208627241053 leaf_weight=5.7798519432544699 7.9406676907092359 175.89439966413192 16.454335465095937 leaf_count=37 62 2186 141 internal_value=0 -0.000226387 0.00077712 internal_weight=0 181.674 24.395 internal_count=2426 2223 203 is_linear=0 shrinkage=0.00125096 Tree=1728 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=13.9626 15.049 4.21941 threshold=0.27626000000000001 0.080455000000000013 -0.23078999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6832994705632956e-06 -4.7414157102585949e-05 -0.00036389697147674248 0.00021053948572763637 leaf_weight=179.75195888988674 7.0357600003480902 11.645101074129341 33.030107548460364 leaf_count=2107 30 114 232 internal_value=0 -3.14347e-05 0.000165236 internal_weight=0 191.397 40.0659 internal_count=2483 2221 262 is_linear=0 shrinkage=0.000303315 Tree=1729 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=12.04 12.947 2.45793 threshold=0.12541500000000003 -0.10115999999999999 0.16946000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046713840581296632 0.00066165647195838041 -0.00026150715416260739 0.0016440354553057719 leaf_weight=53.846354404464364 22.112383252941076 130.2403236029204 4.8676332309842101 leaf_count=319 202 1874 16 internal_value=0 -4.822e-05 0.000844956 internal_weight=0 184.087 26.98 internal_count=2411 2193 218 is_linear=0 shrinkage=0.00125096 Tree=1730 num_leaves=4 num_cat=0 split_feature=1 1429 52 split_gain=15.2155 13.3675 12.0441 threshold=0.094165000000000013 0.084690000000000015 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053714628357243686 -0.001304933483459877 0.00076643574641827722 0.00036255970787047809 leaf_weight=95.432831024052575 6.5729568898677817 12.809436531737445 99.596898715011775 leaf_count=1631 96 121 641 internal_value=0 -0.000382247 0.00025806 internal_weight=0 108.242 106.17 internal_count=2489 1752 737 is_linear=0 shrinkage=0.00120238 Tree=1731 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=14.4617 17.2362 14.6316 threshold=0.079890000000000017 -0.042884999999999993 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023144573334745139 -0.00010187453490453266 -3.5724043280586506e-06 0.00032954276526280039 leaf_weight=44.545463791117072 100.69401966687292 80.383920215070248 7.6829646266996852 leaf_count=260 1802 426 24 internal_value=0 8.03591e-05 -7.09823e-05 internal_weight=0 124.929 108.377 internal_count=2512 686 1826 is_linear=0 shrinkage=0.000303315 Tree=1732 num_leaves=4 num_cat=0 split_feature=403 52 4 split_gain=14.9956 11.3456 7.04607 threshold=-1.0000000180025095e-35 -0.24861499999999997 0.31595000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030205960976512866 -0.00022232375726864327 5.3691187102215202e-05 0.00026528042444580311 leaf_weight=21.969850070308897 17.489335632417351 182.51107150316238 2.5554622672498217 leaf_count=572 264 1590 14 internal_value=0 2.94438e-05 -0.000242008 internal_weight=0 200 24.5253 internal_count=2440 1854 586 is_linear=0 shrinkage=0.000328318 Tree=1733 num_leaves=4 num_cat=0 split_feature=160 1456 484 split_gain=12.3558 11.4909 0.111875 threshold=-0.25833999999999996 1.0000000180025095e-35 0.044540000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015700902425428603 0.00014433961044936689 -0.0013657147708052604 -0.0010621120533555737 leaf_weight=6.9211870077997428 203.86659794556908 8.7971495401579869 2.0580223114229739 leaf_count=149 2069 199 58 internal_value=0 8.11882e-05 -0.00146818 internal_weight=0 212.664 8.97921 internal_count=2475 2268 207 is_linear=0 shrinkage=0.00130149 Tree=1734 num_leaves=4 num_cat=0 split_feature=457 3 52 split_gain=14.9761 13.1749 11.0788 threshold=0.080930000000000016 -0.12077499999999998 -0.090234999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033636946102886926 -0.00096524503276377812 -0.00037079860573111911 0.00082581128888402344 leaf_weight=43.075238153338432 4.8276237435638896 131.48394378600642 31.574042110703886 leaf_count=249 41 2019 158 internal_value=0 -0.00019619 0.000586048 internal_weight=0 174.559 36.4017 internal_count=2467 2268 199 is_linear=0 shrinkage=0.00111081 Tree=1735 num_leaves=4 num_cat=0 split_feature=376 484 42 split_gain=11.503 12.9369 4.29335 threshold=0.048375000000000008 0.076210000000000014 -0.076394999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022548288488151671 -5.4519148561558228e-05 0.00058522134215822507 0.0011464542041810302 leaf_weight=167.96206393907778 5.8514872863888767 34.146964955609292 16.051496571861207 leaf_count=2093 21 279 123 internal_value=0 -8.82636e-05 0.000826963 internal_weight=0 202.109 21.903 internal_count=2516 2372 144 is_linear=0 shrinkage=0.00120238 Tree=1736 num_leaves=4 num_cat=0 split_feature=4 16 48 split_gain=16.2534 13.2425 9.60107 threshold=0.27626000000000001 0.26538000000000006 0.11865500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4091263973352205e-06 0.00022531560054576857 -0.00024773679384544232 -0.00018024794972607561 leaf_weight=166.06628885073587 35.69668330065906 23.203843337018043 5.9449197724461547 leaf_count=1899 240 286 23 internal_value=0 -3.7879e-05 0.000167088 internal_weight=0 189.27 41.6416 internal_count=2448 2185 263 is_linear=0 shrinkage=0.000297367 Tree=1737 num_leaves=4 num_cat=0 split_feature=15 1 52 split_gain=13.3641 17.0575 12.6268 threshold=0.084050000000000014 0.11174500000000002 -0.29521499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023612732715485202 -0.00029945849000144378 0.00023686834803724019 4.9943741632131879e-05 leaf_weight=14.618403662461786 23.815300911664966 6.6247050017118445 185.05480667250231 leaf_count=254 803 27 1354 internal_value=0 -0.000182297 2.88794e-05 internal_weight=0 30.44 199.673 internal_count=2438 830 1608 is_linear=0 shrinkage=0.000297367 Tree=1738 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=14.8091 23.7946 15.9656 threshold=1.0000000180025095e-35 0.10812000000000001 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016534508821518281 -0.00018228466810088075 0.00033298167708837884 8.5664098888462426e-05 leaf_weight=54.719853402115405 18.76377615518868 8.2242593057453615 151.65353678818792 leaf_count=1248 153 20 1038 internal_value=0 -9.97582e-05 5.60613e-05 internal_weight=0 62.9441 170.417 internal_count=2459 1268 1191 is_linear=0 shrinkage=0.000274722 Tree=1739 num_leaves=4 num_cat=0 split_feature=12 49 47 split_gain=15.6949 16.5714 11.6309 threshold=0.084045000000000022 -0.047749999999999994 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014209942798680737 0.00015325819291623342 -0.00017510998742771501 -0.00010428003170726303 leaf_weight=102.5527602173388 24.521209476515651 76.940909808967263 29.983065562322736 leaf_count=654 125 1525 153 internal_value=0 -9.5669e-05 8.6321e-05 internal_weight=0 101.462 132.536 internal_count=2457 1650 807 is_linear=0 shrinkage=0.000348413 Tree=1740 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=16.9846 17.0707 7.96964 threshold=0.10423500000000001 -0.12077499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012568303516252781 0.00016659254570443774 -0.00011637109456084002 -3.1197019982311094e-05 leaf_weight=33.413303352892399 59.452034639194608 111.30764869879931 25.779800726100802 leaf_count=175 401 1772 144 internal_value=0 -6.04315e-05 0.000106805 internal_weight=0 144.721 85.2318 internal_count=2492 1947 545 is_linear=0 shrinkage=0.000297367 Tree=1741 num_leaves=4 num_cat=0 split_feature=15 160 39 split_gain=15.7134 12.7441 9.90695 threshold=0.084050000000000014 -0.25833999999999996 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003802069498683306 -0.00029640604910666067 4.2545039912068876e-05 0.00033717781002173206 leaf_weight=7.8964890614151946 26.120956269092861 191.33068122621626 2.8671257980167857 leaf_count=120 850 1505 13 internal_value=0 2.55849e-05 -0.000232684 internal_weight=0 199.227 28.9881 internal_count=2488 1625 863 is_linear=0 shrinkage=0.000328318 Tree=1742 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=14.4516 19.0629 2.02012 threshold=-0.16392499999999996 -0.061204999999999989 -0.040094999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027283528330839635 -0.00012137987411692118 8.6538977658792522e-05 5.314035878765369e-05 leaf_weight=17.078614212572578 136.04758785571903 68.660837134346366 5.8834864553064099 leaf_count=117 1877 434 28 internal_value=0 -5.1633e-05 0.000217075 internal_weight=0 204.708 22.9621 internal_count=2456 2311 145 is_linear=0 shrinkage=0.00032188 Tree=1743 num_leaves=4 num_cat=0 split_feature=12 0 4 split_gain=15.7866 17.684 11.6125 threshold=0.084045000000000022 -0.060094999999999989 -0.46376499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002531597333130633 -0.00017831802462434681 8.7954620335526049e-05 9.6099311672627068e-05 leaf_weight=9.3320500478148443 67.560483524110168 34.634899671189487 121.39140786509961 leaf_count=65 1419 243 745 internal_value=0 -8.80784e-05 7.09712e-05 internal_weight=0 102.195 130.723 internal_count=2472 1662 810 is_linear=0 shrinkage=0.000303315 Tree=1744 num_leaves=4 num_cat=0 split_feature=3 457 12 split_gain=12.0908 14.2847 2.11067 threshold=0.16158000000000003 0.080930000000000016 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2830580805969984e-05 7.7347807182675006e-05 0.00012794888252195115 0.00027984394708207118 leaf_weight=179.19104759534821 4.9294348731636992 38.174218216910958 10.753077229484914 leaf_count=2117 56 194 67 internal_value=0 -1.27874e-05 0.000217194 internal_weight=0 217.365 15.6825 internal_count=2434 2311 123 is_linear=0 shrinkage=0.0002538 Tree=1745 num_leaves=4 num_cat=0 split_feature=15 1 1429 split_gain=14.9176 14.9388 11.7887 threshold=0.084050000000000014 0.11174500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015561852910409822 -0.0016049498525750397 0.00086705123854625076 0.00022837088858557549 leaf_weight=7.8651944617740801 20.103357704589147 6.6476061306893817 183.11309459526092 leaf_count=125 805 29 1505 internal_value=0 -0.000989605 0.000154007 internal_weight=0 26.751 190.978 internal_count=2464 834 1630 is_linear=0 shrinkage=0.00143696 Tree=1746 num_leaves=4 num_cat=0 split_feature=0 3 16 split_gain=13.1682 20.128 15.7172 threshold=-0.060644999999999991 -0.049374999999999995 0.51400000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005575272294617514 0.00063796871186014238 0.00021693304078768027 -0.00092504885248152204 leaf_weight=68.230352918617427 58.456900667399168 86.795366883277893 8.2832943238317949 leaf_count=1549 349 483 89 internal_value=0 -0.000124081 0.000442754 internal_weight=0 155.026 66.7402 internal_count=2470 2032 438 is_linear=0 shrinkage=0.00106768 Tree=1747 num_leaves=4 num_cat=0 split_feature=14 123 160 split_gain=11.54 13.0062 1.06556 threshold=0.076175000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3741588390081836e-05 -0.0016900565276931595 0.00074829447677727797 -0.00083816562777514435 leaf_weight=180.58366722846404 3.4918916374444962 26.639914968051016 3.7072460344061247 leaf_count=2168 36 213 42 internal_value=0 6.7144e-05 -0.00127092 internal_weight=0 207.224 7.19914 internal_count=2459 2381 78 is_linear=0 shrinkage=0.00104674 Tree=1748 num_leaves=4 num_cat=0 split_feature=130 484 151 split_gain=12.1461 13.3013 1.04011 threshold=1.0000000180025095e-35 -0.0068949999999999992 -0.084304999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00083946118928553538 -0.00024943233931511757 0.00012046222351229358 -0.0012736549127286563 leaf_weight=19.638164178002626 1.4634798876941193 181.35879130288959 9.9546573276165855 leaf_count=394 18 1731 318 internal_value=0 2.62589e-05 -0.00114608 internal_weight=0 200.997 11.4181 internal_count=2461 2125 336 is_linear=0 shrinkage=0.00111081 Tree=1749 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=13.4003 20.4099 15.1548 threshold=1.0000000180025095e-35 -0.059114999999999994 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010449865377401446 0.00039487890492106965 0.00035104737317940258 -0.00046079442644132658 leaf_weight=34.892467539990321 120.02408394496888 24.831113778054714 37.712751667946577 leaf_count=1139 949 136 251 internal_value=0 -0.00046499 0.000190117 internal_weight=0 59.7236 157.737 internal_count=2475 1275 1200 is_linear=0 shrinkage=0.0011788 Tree=1750 num_leaves=4 num_cat=0 split_feature=4 0 49 split_gain=16.2758 13.2661 5.74757 threshold=0.27190000000000009 -0.13314999999999996 0.17846000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2937667314924992e-05 0.00020447113565760317 -8.1350651722533415e-05 -0.00010155927768766974 leaf_weight=48.227223658934236 35.840642407536507 136.16270130965859 5.7562237977981559 leaf_count=237 250 1930 23 internal_value=0 -3.57368e-05 0.000161963 internal_weight=0 184.39 41.5969 internal_count=2440 2167 273 is_linear=0 shrinkage=0.00028582 Tree=1751 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=15.6223 17.3083 16.7147 threshold=0.27626000000000001 0.080455000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.756554092293188e-06 -0.00032191773440348981 -0.000413873154414818 0.00025058401732135077 leaf_weight=180.28404081333429 5.4977928251028052 10.361202362924812 38.12463635392487 leaf_count=2095 24 105 256 internal_value=0 -2.72211e-05 0.000177791 internal_weight=0 190.645 43.6224 internal_count=2480 2200 280 is_linear=0 shrinkage=0.000309381 Tree=1752 num_leaves=4 num_cat=0 split_feature=457 43 52 split_gain=12.6431 17.3076 9.09192 threshold=0.080930000000000016 -0.074459999999999985 -0.088284999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029793359444050128 -0.0006926244222418569 -0.00039175899561635805 0.00078702254267453309 leaf_weight=71.279764784034342 5.7002401379868379 109.00454874732532 32.876587457954884 leaf_count=888 48 1371 172 internal_value=0 -0.000119057 0.000567013 internal_weight=0 180.284 38.5768 internal_count=2479 2259 220 is_linear=0 shrinkage=0.00108903 Tree=1753 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=20.1602 22.4728 20.013 threshold=0.077765000000000015 0.10812000000000001 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021914838624184716 -0.00026026687689969109 0.00037595312354662941 8.0880967764090597e-05 leaf_weight=55.484844556311145 17.55395869910717 6.4206447415053836 151.49455110076815 leaf_count=1284 148 16 1058 internal_value=0 -0.000156859 4.53074e-05 internal_weight=0 61.9055 169.049 internal_count=2506 1300 1206 is_linear=0 shrinkage=0.000303315 Tree=1754 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=17.9339 15.222 13.8681 threshold=0.081095000000000014 0.12796000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023094594703696565 -0.00013114517233659187 0.00028330042921687732 7.7477783793585323e-06 leaf_weight=40.973753990605474 99.224463338498026 9.580696623772381 85.253463299944997 leaf_count=236 1759 49 439 internal_value=0 -9.4398e-05 8.03391e-05 internal_weight=0 108.805 126.227 internal_count=2483 1808 675 is_linear=0 shrinkage=0.000315569 Tree=1755 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=12.7547 12.9756 threshold=-0.52082499999999987 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0024225190937306974 0.00050366805970405624 -0.00017258462777602757 leaf_weight=3.5238202051259568 80.683171279728413 131.10239609982818 leaf_count=37 429 1982 internal_value=0 8.51749e-05 internal_weight=0 211.786 internal_count=2448 2411 is_linear=0 shrinkage=0.00132752 Tree=1756 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=13.7011 14.6814 2.97694 threshold=0.12337000000000002 -0.10674499999999999 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024284870151416714 0.00037931180806817017 -0.00032791094264143479 0.0010526781136298109 leaf_weight=76.268221510574222 16.342881024815146 113.17726952419616 11.339689366519449 leaf_count=383 126 1867 87 internal_value=0 -9.8123e-05 0.000658274 internal_weight=0 189.445 27.6826 internal_count=2463 2250 213 is_linear=0 shrinkage=0.0010061 Tree=1757 num_leaves=4 num_cat=0 split_feature=481 4 15 split_gain=14.8194 14.0854 1.8526 threshold=-1.0000000180025095e-35 -0.49367499999999992 -0.47612499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010088223032787061 -0.0011597291575508955 0.00015604564565523032 -0.001429698243239695 leaf_weight=0.39401596784591575 12.412438321858643 193.2793020918034 10.846080849179996 leaf_count=2 110 2088 272 internal_value=0 7.60577e-05 -0.00133511 internal_weight=0 205.692 11.2401 internal_count=2472 2198 274 is_linear=0 shrinkage=0.00120238 Tree=1758 num_leaves=4 num_cat=0 split_feature=13 39 3 split_gain=13.1361 14.7947 5.02282 threshold=-0.15340499999999999 0.0095750000000000019 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.6431202982994347e-05 -7.4091096593973752e-05 0.00013302821252712216 0.00025638044717583494 leaf_weight=6.182855378836396 157.87051061540842 41.621957475319505 23.15954820625484 leaf_count=34 2023 263 151 internal_value=0 -3.08275e-05 0.000190503 internal_weight=0 199.492 29.3424 internal_count=2471 2286 185 is_linear=0 shrinkage=0.000309381 Tree=1759 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=16.1925 15.9575 12.2335 threshold=0.079890000000000017 -0.15145999999999996 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019682804350906288 0.00016515238307677905 -0.00015367752595004893 -1.1115476654414931e-05 leaf_weight=38.251572689041495 16.951418247073889 94.421702291816473 80.916547538712621 leaf_count=238 69 1710 438 internal_value=0 -0.000105033 5.57541e-05 internal_weight=0 111.373 119.168 internal_count=2455 1779 676 is_linear=0 shrinkage=0.000303315 Tree=1760 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=12.8281 15.8634 10.1463 threshold=0.10491000000000002 -0.10072999999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040483026334084025 0.00053253628659468224 -0.00046526372667820068 -0.00060254959251729052 leaf_weight=37.379038614220917 66.004486573860049 95.196388021111488 11.838050294667481 leaf_count=239 480 1677 57 internal_value=0 -0.00021981 0.000359298 internal_weight=0 132.575 77.8425 internal_count=2453 1916 537 is_linear=0 shrinkage=0.00113303 Tree=1761 num_leaves=4 num_cat=0 split_feature=12 0 16 split_gain=16.9618 13.4734 13.3258 threshold=0.084045000000000022 -0.060094999999999989 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010892034429894762 -0.00016097251239241222 6.8336724625020392e-05 -0.00016310360120718362 leaf_weight=111.74931558314711 68.268295095767826 31.879036352969706 17.631035288795829 leaf_count=687 1439 231 106 internal_value=0 -8.79837e-05 7.17419e-05 internal_weight=0 100.147 129.38 internal_count=2463 1670 793 is_linear=0 shrinkage=0.000291537 Tree=1762 num_leaves=4 num_cat=0 split_feature=159 1 39 split_gain=18.0315 13.9045 6.34039 threshold=-1.0000000180025095e-35 0.10384000000000002 0.085345000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032821714165239197 -2.9000565222919907e-05 0.00012976365362159635 0.00012871265445120906 leaf_weight=17.72903587110341 132.3159991200082 77.122903898358345 3.0992610752582541 leaf_count=383 1580 506 14 internal_value=0 2.95002e-05 -0.000259901 internal_weight=0 209.439 20.8283 internal_count=2483 2086 397 is_linear=0 shrinkage=0.000297367 Tree=1763 num_leaves=4 num_cat=0 split_feature=4 457 48 split_gain=15.4691 13.395 5.3521 threshold=0.27626000000000001 0.080930000000000016 0.11865500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030762144573900772 0.00080741220940248957 0.00054904162716107416 -0.0003890554616270606 leaf_weight=145.47660696366802 32.128336419351399 27.820674664340913 5.5698838233947745 leaf_count=2028 244 167 23 internal_value=0 -0.000169829 0.000630006 internal_weight=0 173.297 37.6982 internal_count=2462 2195 267 is_linear=0 shrinkage=0.00113303 Tree=1764 num_leaves=4 num_cat=0 split_feature=15 151 1 split_gain=14.7821 12.2983 11.4364 threshold=0.077615000000000003 -0.27336999999999995 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003884770788342407 -0.00027577968964891955 4.4740143652189558e-05 0.00014815074746036438 leaf_weight=6.1135770790278903 26.930274198763072 191.11123022157699 7.3945456482470027 leaf_count=58 885 1531 29 internal_value=0 3.10985e-05 -0.000184268 internal_weight=0 197.225 34.3248 internal_count=2503 1589 914 is_linear=0 shrinkage=0.000303315 Tree=1765 num_leaves=4 num_cat=0 split_feature=1 47 4 split_gain=13.7398 14.2247 3.65867 threshold=0.12337000000000002 0.11893500000000001 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9621831866872001e-05 -0.00026769859688376271 -0.001953808137641721 0.00094565054864441725 leaf_weight=177.5371678173542 4.321319721639159 6.0589018794707945 25.675978161394596 leaf_count=2191 21 45 219 internal_value=0 -0.000123285 0.000770514 internal_weight=0 183.596 29.9973 internal_count=2476 2236 240 is_linear=0 shrinkage=0.00122643 Tree=1766 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=14.0182 13.13 threshold=-0.40446999999999994 -0.24526499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038033366786985415 -0.00023209170850084515 3.9984006304769832e-05 leaf_weight=9.185766817070542 19.304093497339636 195.60699744196609 leaf_count=203 291 1961 internal_value=0 1.5437e-05 internal_weight=0 214.911 internal_count=2455 2252 is_linear=0 shrinkage=0.000315569 Tree=1767 num_leaves=4 num_cat=0 split_feature=15 1429 4 split_gain=14.8995 12.2498 10.7814 threshold=0.084050000000000014 -1.0000000180025095e-35 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003200700666851286 -0.00025319449447685675 5.199525949243714e-05 0.00026965033933394503 leaf_weight=8.0455626859329623 26.67979411222041 192.42169670946896 3.9160585589706889 leaf_count=117 809 1522 17 internal_value=0 3.68924e-05 -0.000185535 internal_weight=0 200.467 30.5959 internal_count=2465 1639 826 is_linear=0 shrinkage=0.000297367 Tree=1768 num_leaves=4 num_cat=0 split_feature=14 45 14 split_gain=11.3708 11.2498 0.917275 threshold=0.076175000000000007 0.081955000000000014 0.08840000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3521643172812076e-05 -0.00093450308095385294 -0.0013935246573425712 -0.0017772141281691607 leaf_weight=199.80558268888853 3.7081398461014023 6.1966805160045615 3.3548155352473259 leaf_count=2322 48 42 33 internal_value=0 3.83583e-05 -0.00135627 internal_weight=0 206.002 7.06296 internal_count=2445 2364 81 is_linear=0 shrinkage=0.00108903 Tree=1769 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=14.6151 14.2797 8.12276 threshold=0.10282000000000001 -0.12077499999999998 -0.063054999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012976497728337186 0.00027466559577167082 -0.00011677805960627868 4.8501328192145236e-05 leaf_weight=31.037712454795837 21.446109868586063 111.38187810825184 69.772985173389316 leaf_count=166 194 1731 386 internal_value=0 -6.29888e-05 0.000101945 internal_weight=0 142.42 91.2191 internal_count=2477 1897 580 is_linear=0 shrinkage=0.00032188 Tree=1770 num_leaves=4 num_cat=0 split_feature=4 12 1 split_gain=13.1146 12.5271 1.9517 threshold=-0.49367499999999992 0.084045000000000022 0.09518500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013823870106842884 0.00030406751960130143 -0.00025746827555574278 -0.00047311703945586024 leaf_weight=9.0333287790417653 118.0427823937498 89.626740623265505 4.7761725001037112 leaf_count=60 767 1619 63 internal_value=0 6.17098e-05 -0.00107424 internal_weight=0 207.67 13.8095 internal_count=2509 2386 123 is_linear=0 shrinkage=0.00113303 Tree=1771 num_leaves=4 num_cat=0 split_feature=42 124 474 split_gain=12.666 15.5728 13.1465 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.082665000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019348833820388424 0.00025268585486600226 1.388048343294247e-05 0.00021606348651453906 leaf_weight=33.311662244144827 22.409928509965539 164.59054375812411 6.7539113881066433 leaf_count=637 166 1585 44 internal_value=0 4.26327e-05 -0.00012404 internal_weight=0 187 40.0656 internal_count=2432 1751 681 is_linear=0 shrinkage=0.000269335 Tree=1772 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=15.0296 13.8756 5.59375 threshold=0.27190000000000009 0.080455000000000013 0.10954500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7701562728058933e-05 0.00024161295835222602 -0.00042495320217932953 -0.00012937280205468565 leaf_weight=171.5579931740649 37.062160091474652 11.148566229268907 5.8831637650728217 leaf_count=2058 261 113 26 internal_value=0 -4.27967e-05 0.000190587 internal_weight=0 182.707 42.9453 internal_count=2458 2171 287 is_linear=0 shrinkage=0.000355382 Tree=1773 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=12.3616 27.4933 15.2886 threshold=-0.10072999999999999 -0.048654999999999997 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00089541185217522571 -0.00091839121161876684 0.00016319885360777117 -0.00041499361798529694 leaf_weight=39.295993630774319 49.660375213483348 106.98342030402273 19.035010568797588 leaf_count=211 1453 641 141 internal_value=0 -0.000180106 0.000467815 internal_weight=0 156.644 58.331 internal_count=2446 2094 352 is_linear=0 shrinkage=0.00120238 Tree=1774 num_leaves=4 num_cat=0 split_feature=12 3 1429 split_gain=14.1091 17.8965 10.5253 threshold=0.083325000000000024 0.10812000000000001 0.084545000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014156425232629357 -0.00042614458614864041 0.00133785644052253 0.0011240797909722591 leaf_weight=106.02645022701472 84.186760054435581 6.7024201788008204 13.358897453173993 leaf_count=656 1692 19 56 internal_value=0 -0.000294576 0.000252455 internal_weight=0 90.8892 119.385 internal_count=2423 1711 712 is_linear=0 shrinkage=0.00104674 Tree=1775 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=15.2218 14.7297 10.5439 threshold=1.0000000180025095e-35 -0.097754999999999995 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.9389254951671898e-05 -0.00022987247163786458 -9.064793065945445e-05 0.00022583623811208919 leaf_weight=59.916392358019948 4.1887042447924641 136.75145588163286 26.239917561411858 leaf_count=379 21 1904 189 internal_value=0 -4.18796e-05 0.000162492 internal_weight=0 196.668 30.4286 internal_count=2493 2283 210 is_linear=0 shrinkage=0.000269335 Tree=1776 num_leaves=4 num_cat=0 split_feature=12 1 47 split_gain=14.7895 16.3321 11.6429 threshold=0.084045000000000022 0.12796000000000002 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010450275302384294 -0.00012135619482408117 0.00025092302082180235 -9.5039405904326734e-05 leaf_weight=102.0970858396031 89.870344619266689 10.208723697811363 29.517313117161393 leaf_count=667 1599 54 145 internal_value=0 -8.31433e-05 5.97085e-05 internal_weight=0 100.079 131.614 internal_count=2465 1653 812 is_linear=0 shrinkage=0.000280216 Tree=1777 num_leaves=4 num_cat=0 split_feature=4 31 151 split_gain=16.7348 13.2552 9.7671 threshold=0.27772500000000006 -1.0000000180025095e-35 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039868844049740517 -0.00015687739978735322 -6.1555130240039256e-05 0.00024645385410969182 leaf_weight=6.6076925285160533 7.4526964500546447 185.11784488009289 35.585436945781112 leaf_count=36 32 2165 248 internal_value=0 -4.54697e-05 0.000176385 internal_weight=0 191.726 43.0381 internal_count=2481 2201 280 is_linear=0 shrinkage=0.00032188 Tree=1778 num_leaves=4 num_cat=0 split_feature=39 3 133 split_gain=16.3042 19.7178 11.9343 threshold=0.0095750000000000019 0.17646500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5046665963361999e-05 -0.0002038164722731348 0.00026874654527484821 0.00019256300859204055 leaf_weight=169.31854566093534 6.0542728975415221 13.19846444763243 38.109749522060156 leaf_count=2057 37 105 249 internal_value=0 -4.07589e-05 0.000137847 internal_weight=0 182.517 44.164 internal_count=2448 2162 286 is_linear=0 shrinkage=0.000264054 Tree=1779 num_leaves=4 num_cat=0 split_feature=3 39 2 split_gain=15.7883 16.6117 2.04226 threshold=0.14121000000000003 0.0095750000000000019 0.10589500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2866747353008882e-05 0.0003885643716380865 0.00014938767870405892 0.00018109951929861165 leaf_weight=172.15187962120399 7.2988955471664694 41.46150597371161 14.269508609548209 leaf_count=2074 35 262 104 internal_value=0 -2.96724e-05 0.000252951 internal_weight=0 213.613 21.5684 internal_count=2475 2336 139 is_linear=0 shrinkage=0.000315569 Tree=1780 num_leaves=4 num_cat=0 split_feature=12 47 43 split_gain=12.3199 17.5712 10.6254 threshold=0.084045000000000022 0.077555000000000013 -0.15246999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004547872224739516 0.0004784637438855778 -0.00059501797319997957 -0.0005272330705660466 leaf_weight=96.791612959466875 17.241591665893793 27.188275516033173 73.518377907574177 leaf_count=659 141 149 1493 internal_value=0 0.00022424 -0.000335828 internal_weight=0 123.98 90.76 internal_count=2442 808 1634 is_linear=0 shrinkage=0.00115569 Tree=1781 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=13.2489 18.0182 2.02657 threshold=-0.16901999999999998 0.0095750000000000019 -0.11749 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011947759526412245 -6.8579177791325263e-05 0.00016102244690789419 0.00031562723520027025 leaf_weight=9.3699122648686188 165.76460870169103 44.913279009982944 13.685094395652412 leaf_count=77 2070 273 69 internal_value=0 -1.95721e-05 0.000236872 internal_weight=0 210.678 23.055 internal_count=2489 2343 146 is_linear=0 shrinkage=0.00032188 Tree=1782 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=12.2817 12.0335 threshold=-1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0014733227210038311 -0.00015960991879830299 0.0010986446638033324 leaf_weight=7.7589776609092942 198.12779186619446 12.020730109885333 leaf_count=72 2320 106 internal_value=0 -8.70896e-05 internal_weight=0 210.149 internal_count=2498 2426 is_linear=0 shrinkage=0.00122643 Tree=1783 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=14.3798 17.3497 16.2449 threshold=0.077765000000000015 0.085770000000000027 0.11439500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019713935825018723 8.6476938789867327e-05 -0.00015925538803444105 0.00030388363788426382 leaf_weight=57.142844558460638 121.27009537443519 35.448682771995664 6.8451994210481635 leaf_count=1270 922 244 17 internal_value=0 3.082e-05 -0.000143105 internal_weight=0 156.719 63.988 internal_count=2453 1166 1287 is_linear=0 shrinkage=0.000309381 Tree=1784 num_leaves=4 num_cat=0 split_feature=133 156 15 split_gain=12.5548 11.2531 0.776216 threshold=0.14391000000000001 -1.0000000180025095e-35 -0.11177499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012958765402520669 -0.00023338146645804174 0.00017713495318961609 -0.0013072792114068271 leaf_weight=6.4901226805523029 0.98509546369314094 209.33220048993826 8.0746572462376189 leaf_count=121 18 2111 236 internal_value=0 0.00013219 -0.00119479 internal_weight=0 215.822 9.05975 internal_count=2486 2232 254 is_linear=0 shrinkage=0.00111081 Tree=1785 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=11.4722 15.0626 2.41146 threshold=-0.49367499999999992 -0.0029549999999999997 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045595546526795618 -6.1033117403820406e-05 0.00085307408083095543 -0.0014478943813706271 leaf_weight=5.8798254393041134 171.07899402314797 27.905309190042317 7.7063907906413061 leaf_count=40 2225 146 80 internal_value=0 6.75678e-05 -0.00102584 internal_weight=0 198.984 13.5862 internal_count=2491 2371 120 is_linear=0 shrinkage=0.00115569 Tree=1786 num_leaves=4 num_cat=0 split_feature=39 457 43 split_gain=14.167 17.2689 10.9209 threshold=0.0095750000000000019 0.080930000000000016 -0.048759999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4890920096341629e-05 0.00022567600073610276 0.00015477029621539153 -0.00010386146684143151 leaf_weight=156.9297652230598 33.065809693187475 32.129763331264257 10.845302445814012 leaf_count=2072 206 161 70 internal_value=0 -3.57926e-05 0.000144229 internal_weight=0 189.06 43.9111 internal_count=2509 2233 276 is_linear=0 shrinkage=0.00028582 Tree=1787 num_leaves=4 num_cat=0 split_feature=376 1456 40 split_gain=11.3927 11.9746 2.04012 threshold=0.048375000000000008 1.0000000180025095e-35 -0.073884999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6921348728313582e-05 0.0010001538756409802 -0.0013738757731653814 0.00023929734072226133 leaf_weight=186.11648117052391 13.574677013792099 7.729054731084033 5.8084458708763114 leaf_count=2106 86 209 42 internal_value=0 -8.13895e-05 0.000774836 internal_weight=0 193.846 19.3831 internal_count=2443 2315 128 is_linear=0 shrinkage=0.00106768 Tree=1788 num_leaves=4 num_cat=0 split_feature=4 150 376 split_gain=15.2886 18.3496 14.796 threshold=0.30163500000000004 -1.0000000180025095e-35 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3424567044338954e-05 -0.00039038520210320774 0.0002601704521661087 0.00022451537227624873 leaf_weight=171.34833852783777 5.0602912530302993 34.524768199771643 19.094491988420486 leaf_count=2118 23 240 98 internal_value=0 0.000176141 -4.34377e-05 internal_weight=0 39.5851 190.443 internal_count=2479 263 2216 is_linear=0 shrinkage=0.00032188 Tree=1789 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=17.5597 21.1446 20.0329 threshold=1.0000000180025095e-35 -0.044584999999999993 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030716966663565606 0.00010507423125161422 9.6913722000703065e-05 -0.00017502674663544561 leaf_weight=38.864777403883636 127.09387295786291 21.678889347240329 35.015735702589154 leaf_count=1171 948 81 232 internal_value=0 -0.000162568 4.44933e-05 internal_weight=0 60.5437 162.11 internal_count=2432 1252 1180 is_linear=0 shrinkage=0.000328318 Tree=1790 num_leaves=4 num_cat=0 split_feature=1456 42 3 split_gain=11.8222 12.8878 2.51896 threshold=-1.0000000180025095e-35 -0.0044549999999999998 -0.15090499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032084473559159207 -0.00056501967392720228 0.00018812996379233488 -0.0013303622332305066 leaf_weight=1.3034984208643425 35.042386894347146 171.17814202490263 9.7898334104102087 leaf_count=8 645 1595 227 internal_value=0 5.99125e-05 -0.00113507 internal_weight=0 206.221 11.0933 internal_count=2475 2240 235 is_linear=0 shrinkage=0.00113303 Tree=1791 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=13.7393 12.1731 threshold=-1.0000000180025095e-35 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0013518782506810373 0.00010345656945408784 -0.00073772362495693345 leaf_weight=10.542331730015574 177.1770021202974 26.287244385108352 leaf_count=232 1467 779 internal_value=0 -5.5685e-06 internal_weight=0 203.464 internal_count=2478 2246 is_linear=0 shrinkage=0.00115569 Tree=1792 num_leaves=4 num_cat=0 split_feature=13 31 12 split_gain=14.6504 14.2775 2.56342 threshold=-0.23438999999999996 -1.0000000180025095e-35 0.095150000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019183663146809003 0.00039057509273292279 -3.5669885885228727e-05 0.00044521597259661728 leaf_weight=13.396096019074323 8.7347339168190938 199.32316157780588 6.4944871477782717 leaf_count=117 69 2267 22 internal_value=0 -1.75747e-05 0.000276597 internal_weight=0 208.058 19.8906 internal_count=2475 2336 139 is_linear=0 shrinkage=0.000328318 Tree=1793 num_leaves=4 num_cat=0 split_feature=15 472 15 split_gain=13.057 11.5687 10.4284 threshold=0.082725000000000007 -1.0000000180025095e-35 0.18141000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013296195938838351 -0.0011056702858686476 0.00016956845717510771 0.0004661174839229127 leaf_weight=6.7456206576898685 21.214111485285688 181.78131401911378 7.1935841906815758 leaf_count=123 854 1455 34 internal_value=0 0.000115169 -0.000707384 internal_weight=0 188.527 28.4077 internal_count=2466 1578 888 is_linear=0 shrinkage=0.00113303 Tree=1794 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=13.995 22.1896 13.5537 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015708444153320132 0.00015942551871236878 -0.00012783278705479648 -8.8565407091508767e-05 leaf_weight=31.40909437648952 67.145816178992391 103.64589760755189 27.354574397206306 leaf_count=152 466 1719 160 internal_value=0 -6.14957e-05 8.76209e-05 internal_weight=0 135.055 94.5004 internal_count=2497 1871 626 is_linear=0 shrinkage=0.000297367 Tree=1795 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=14.7557 18.9074 12.1004 threshold=0.098950000000000024 -0.13110499999999997 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011331549873332476 -0.00021788748736604303 -0.00014283423291025428 0.00011756420475287266 leaf_weight=35.203658236190677 10.55070776119828 91.512998692225665 88.324201164767146 leaf_count=178 88 1628 558 internal_value=0 -7.1635e-05 8.1563e-05 internal_weight=0 126.717 98.8749 internal_count=2452 1806 646 is_linear=0 shrinkage=0.000297367 Tree=1796 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=18.262 21.223 13.4719 threshold=0.094405000000000003 -0.10115999999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9171922901599194e-05 -0.00031125601464863917 -0.00017270255546627118 9.3383510935549644e-05 leaf_weight=33.120114244520664 7.0550099313259116 79.775688977446407 108.91042370535433 leaf_count=192 99 1518 662 internal_value=0 -9.29238e-05 6.84899e-05 internal_weight=0 112.896 115.965 internal_count=2471 1710 761 is_linear=0 shrinkage=0.00028582 Tree=1797 num_leaves=4 num_cat=0 split_feature=12 43 16 split_gain=14.4567 14.5817 13.0334 threshold=0.040165000000000006 -0.048759999999999991 -0.17157499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024279047188173423 0.00011554400076746648 7.1426108456828562e-06 -0.0001381192613894601 leaf_weight=40.812250768765807 27.957031218335032 81.185302808880806 83.204793154494837 leaf_count=240 172 428 1643 internal_value=0 8.6125e-05 -7.42713e-05 internal_weight=0 121.998 111.162 internal_count=2483 668 1815 is_linear=0 shrinkage=0.00032188 Tree=1798 num_leaves=4 num_cat=0 split_feature=15 16 42 split_gain=13.3818 11.8078 7.46167 threshold=0.082725000000000007 0.26746000000000009 0.091265000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024101190924895205 -0.0013683742898759638 -0.00074495316357554072 -2.828307459660712e-05 leaf_weight=164.44067691639066 16.506719928933311 22.367172769270837 11.416868933476506 leaf_count=1294 638 274 253 internal_value=0 0.000122583 -0.000822764 internal_weight=0 186.808 27.9236 internal_count=2459 1568 891 is_linear=0 shrinkage=0.00127598 Tree=1799 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=12.6898 17.486 11.63 threshold=0.083325000000000024 -0.047749999999999994 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020150548488065631 0.00014329098603166142 -0.0001569850143559858 3.2424357431858354e-07 leaf_weight=40.390964208170772 24.562099996954203 74.968552645295858 85.698026893660426 leaf_count=265 128 1602 471 internal_value=0 -8.28054e-05 6.48916e-05 internal_weight=0 99.5307 126.089 internal_count=2466 1730 736 is_linear=0 shrinkage=0.000309381 Tree=1800 num_leaves=4 num_cat=0 split_feature=4 38 49 split_gain=13.0447 11.8272 7.43611 threshold=0.27626000000000001 0.091770000000000004 0.17846000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7936630451578538e-05 0.00086701687775045128 -0.0021871585535064688 -0.00064594739820111023 leaf_weight=178.46757529815659 33.254667848348618 3.7785630151629439 5.3821976855397216 leaf_count=2165 247 28 21 internal_value=0 -0.000113191 0.000655 internal_weight=0 182.246 38.6369 internal_count=2461 2193 268 is_linear=0 shrinkage=0.00120238 Tree=1801 num_leaves=4 num_cat=0 split_feature=13 3 2 split_gain=14.6895 17.5142 2.67407 threshold=-0.23438999999999996 -0.10072999999999999 0.106785 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041399427008458598 0.00010398355141905223 -0.00010092192908536476 0.00015997151211043906 leaf_weight=6.4726374335587051 57.945552648976445 145.96147586777806 11.767499884590505 leaf_count=36 345 1956 99 internal_value=0 -4.26675e-05 0.000252089 internal_weight=0 203.907 18.2401 internal_count=2436 2301 135 is_linear=0 shrinkage=0.000315569 Tree=1802 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=11.4717 12.0128 threshold=-1.0000000180025095e-35 0.090510000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0012285978387448517 -0.00032341109168549612 0.0001774987197486593 leaf_weight=7.8980790982022873 83.876561801414937 126.04315452743322 leaf_count=71 1320 1107 internal_value=0 -2.2713e-05 internal_weight=0 209.92 internal_count=2498 2427 is_linear=0 shrinkage=0.00102622 Tree=1803 num_leaves=4 num_cat=0 split_feature=16 0 1 split_gain=11.3761 15.0933 7.28817 threshold=0.26746000000000009 -0.074494999999999992 0.12958500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016813240524936494 -0.0010807494968932405 0.00051605008764203674 0.00043056140972978806 leaf_weight=124.81720526283607 19.264217360410843 61.792900148313493 5.1282124668359748 leaf_count=1682 276 499 27 internal_value=0 5.85971e-05 -0.000762499 internal_weight=0 186.61 24.3924 internal_count=2484 2181 303 is_linear=0 shrinkage=0.00113303 Tree=1804 num_leaves=4 num_cat=0 split_feature=376 4 123 split_gain=12.486 12.1768 1.36146 threshold=0.048375000000000008 -0.49367499999999992 0.088610000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012920938485013343 0.00064502787037687285 -4.7490992703102312e-05 0.0013285906700735944 leaf_weight=11.998738642781971 14.944908851757647 184.66297794599086 6.0728852842003098 leaf_count=108 93 2254 46 internal_value=0 -0.000124119 0.00084853 internal_weight=0 196.662 21.0178 internal_count=2501 2362 139 is_linear=0 shrinkage=0.00120238 Tree=1805 num_leaves=4 num_cat=0 split_feature=4 150 1348 split_gain=16.57 14.675 12.7442 threshold=0.27190000000000009 -1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.3332282685591942e-05 -0.00033552579939683951 0.00019226006032671916 0.00027341377924775152 leaf_weight=178.42588569363579 4.8133606091141692 34.399238779209554 7.984791411086916 leaf_count=2128 22 260 42 internal_value=0 0.000126703 -7.74682e-05 internal_weight=0 39.2126 186.411 internal_count=2452 282 2170 is_linear=0 shrinkage=0.00028582 Tree=1806 num_leaves=4 num_cat=0 split_feature=52 52 133 split_gain=11.6443 11.4768 9.60217 threshold=0.18635500000000002 -0.24526499999999998 -0.030679999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00085585442068446846 0.0014780812482355853 0.00019142843996074657 -0.0012305702676003293 leaf_weight=16.403322226367891 2.0534262435976443 180.10248892265372 15.707102901767938 leaf_count=280 32 1876 256 internal_value=0 0.000103569 -0.000910105 internal_weight=0 196.506 17.7605 internal_count=2444 2156 288 is_linear=0 shrinkage=0.00120238 Tree=1807 num_leaves=4 num_cat=0 split_feature=15 41 39 split_gain=15.4077 12.1067 9.97321 threshold=0.084050000000000014 0.083035000000000012 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018830716989927152 -0.0012603324803610986 -0.0011852994720844151 0.0012047650918163442 leaf_weight=175.46991912228987 21.815253802575175 10.996570095419882 2.9529844149947158 leaf_count=1523 824 82 15 internal_value=0 0.000106638 -0.000962333 internal_weight=0 186.466 24.7682 internal_count=2444 1605 839 is_linear=0 shrinkage=0.00127598 Tree=1808 num_leaves=4 num_cat=0 split_feature=13 31 2 split_gain=14.6541 12.1002 3.1814 threshold=-0.16901999999999998 -1.0000000180025095e-35 0.10686000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016459181307835863 0.0016140152782395136 -0.00020081467765903401 0.00057151352170746645 leaf_weight=8.8673677314072865 6.598472846671938 184.55788036156446 10.99342888779938 leaf_count=42 56 2240 95 internal_value=0 -0.000137261 0.00105775 internal_weight=0 191.156 19.8608 internal_count=2433 2296 137 is_linear=0 shrinkage=0.00132752 Tree=1809 num_leaves=3 num_cat=0 split_feature=1373 14 split_gain=11.4686 11.6778 threshold=0.09586500000000002 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.9673666365102549e-05 -0.0021387081119558786 -0.0015027345864085291 leaf_weight=205.48707457748242 3.5990169495344153 7.0564349405467501 leaf_count=2375 24 81 internal_value=0 3.60424e-05 internal_weight=0 212.544 internal_count=2480 2456 is_linear=0 shrinkage=0.00122643 Tree=1810 num_leaves=4 num_cat=0 split_feature=42 51 1429 split_gain=10.7723 14.1873 13.5324 threshold=-1.0000000180025095e-35 -0.051219999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049005027938124374 -0.0014197674344344933 -0.0011227100307609535 0.00022910548537519916 leaf_weight=11.935793572571127 7.3971319510601452 22.832089901901782 173.00936583755538 leaf_count=95 121 561 1689 internal_value=0 -0.000569255 0.000160659 internal_weight=0 34.7679 180.406 internal_count=2466 656 1810 is_linear=0 shrinkage=0.00120238 Tree=1811 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=12.988 16.1778 4.75211 threshold=0.12337000000000002 0.069910000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0060816862885131e-05 0.00030662158570380238 0.00015172051245064211 8.015628422086151e-05 leaf_weight=160.36354946158826 13.230823736637833 35.984107595868409 17.753249762579799 leaf_count=2045 148 193 78 internal_value=0 -2.11839e-05 0.000177617 internal_weight=0 196.348 30.9841 internal_count=2464 2238 226 is_linear=0 shrinkage=0.00028582 Tree=1812 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=13.0272 16.4661 10.3597 threshold=0.069910000000000014 0.11588000000000001 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042010843159901378 -0.0002805014013986358 0.00047825770549052933 0.0010764604045431197 leaf_weight=131.7451942327898 13.505303835496305 42.026529411785305 24.973881533369422 leaf_count=1925 95 306 119 internal_value=0 -0.000202671 0.000600766 internal_weight=0 173.772 38.4792 internal_count=2445 2231 214 is_linear=0 shrinkage=0.00125096 Tree=1813 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=15.9994 18.8942 15.1518 threshold=0.094695000000000015 -0.10072999999999999 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001044658044964393 -0.00028075160726280974 -0.00015211605376254709 0.00011073836042617847 leaf_weight=34.418623596429825 9.0645196381956321 83.090959469089285 100.13720404729247 leaf_count=207 105 1518 623 internal_value=0 -7.69352e-05 7.79876e-05 internal_weight=0 117.51 109.202 internal_count=2453 1725 728 is_linear=0 shrinkage=0.000291537 Tree=1814 num_leaves=4 num_cat=0 split_feature=4 51 48 split_gain=13.8052 13.7094 10.4997 threshold=0.27626000000000001 -0.10593999999999999 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028866464445437344 0.00022326482838717722 -1.0230047267342122e-05 -0.00018799855915459587 leaf_weight=17.920765921473503 34.710327846929431 166.43557927268557 6.7426084429025641 leaf_count=229 239 1953 28 internal_value=0 -3.74547e-05 0.000156044 internal_weight=0 184.356 41.4529 internal_count=2449 2182 267 is_linear=0 shrinkage=0.000303315 Tree=1815 num_leaves=4 num_cat=0 split_feature=1456 133 12 split_gain=11.6986 11.9372 3.03646 threshold=1.0000000180025095e-35 -0.39935999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016821422022240389 0.0007210475951405145 0.0001164148799026457 -0.0016125163812571227 leaf_weight=5.5982827302068463 0.87323749065399159 198.56434482359327 7.8737160649616253 leaf_count=128 7 2127 209 internal_value=0 6.62022e-05 -0.00137338 internal_weight=0 204.163 8.74695 internal_count=2471 2255 216 is_linear=0 shrinkage=0.00122643 Tree=1816 num_leaves=4 num_cat=0 split_feature=123 3 124 split_gain=14.4503 15.0004 4.42707 threshold=1.0000000180025095e-35 -0.097754999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9813461260240603e-05 0.00026894741000307924 -9.2132115047201534e-05 -5.5692563001587843e-05 leaf_weight=61.202853955794126 23.871113447472457 135.107289157575 5.2749623358249655 leaf_count=377 166 1865 44 internal_value=0 -3.22672e-05 0.000210205 internal_weight=0 196.31 29.1461 internal_count=2452 2242 210 is_linear=0 shrinkage=0.00032188 Tree=1817 num_leaves=4 num_cat=0 split_feature=2 52 1429 split_gain=11.7552 14.1187 13.8285 threshold=0.092135000000000009 -0.23778499999999997 0.084545000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052417388887559526 -0.0010675373480760319 0.00057124603689501945 0.0011338208021036073 leaf_weight=85.832089177565649 13.110152123030273 105.94022443145514 12.828768546227364 leaf_count=1375 203 803 89 internal_value=0 0.000389945 -0.000307546 internal_weight=0 119.05 98.6609 internal_count=2470 1006 1464 is_linear=0 shrinkage=0.00149501 Tree=1818 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=16.6254 20.8811 17.4463 threshold=0.077765000000000015 -0.083954999999999988 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5323088335521998e-05 -0.00025332285404828072 -0.00025619247146644447 7.8793000758546128e-05 leaf_weight=23.410567470360547 15.264892708510159 40.97331431414932 154.87532702554017 leaf_count=286 135 1010 1052 internal_value=0 -0.000128435 4.88487e-05 internal_weight=0 64.3839 170.14 internal_count=2483 1296 1187 is_linear=0 shrinkage=0.000297367 Tree=1819 num_leaves=4 num_cat=0 split_feature=3 3 41 split_gain=15.6354 27.2031 7.22094 threshold=-0.10072999999999999 -0.063234999999999986 0.083035000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017443482066398203 -0.0002427459291897483 3.4243268344284677e-05 -0.00014391022019471326 leaf_weight=52.623519890010357 49.02643401757814 109.63523625861853 7.7469436749815932 leaf_count=300 1376 691 50 internal_value=0 -5.14572e-05 0.000133393 internal_weight=0 158.662 60.3705 internal_count=2417 2067 350 is_linear=0 shrinkage=0.000309381 Tree=1820 num_leaves=4 num_cat=0 split_feature=15 31 50 split_gain=14.3688 12.5036 5.54515 threshold=-0.24269999999999997 -1.0000000180025095e-35 0.08461500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023295323030274426 0.00034220341800197349 -7.0836279496185037e-05 -0.00010718108594130452 leaf_weight=20.68877441901714 6.0662581101059905 196.0962302335538 4.7535917349159709 leaf_count=184 43 2199 26 internal_value=0 -5.82597e-05 0.000169212 internal_weight=0 202.162 25.4424 internal_count=2452 2242 210 is_linear=0 shrinkage=0.00028582 Tree=1821 num_leaves=4 num_cat=0 split_feature=123 13 42 split_gain=13.6253 14.9833 7.80903 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015033329215433135 -0.00020851590801875935 -6.9111298465607219e-05 0.00024538101934030483 leaf_weight=34.917410528287292 3.9137134328484562 156.5155295713339 27.057774921879172 leaf_count=208 20 2005 193 internal_value=0 -2.90201e-05 0.00018748 internal_weight=0 191.433 30.9715 internal_count=2426 2213 213 is_linear=0 shrinkage=0.000303315 Tree=1822 num_leaves=4 num_cat=0 split_feature=160 52 52 split_gain=12.1701 11.0405 0.0990005 threshold=-0.40446999999999994 -0.24526499999999998 0.29871500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0009890170374923853 -0.00083754775903637088 0.00012826423146238924 -0.0014183450281473554 leaf_weight=2.2771418076008541 17.170799443963915 185.23027759790421 6.6769911167211831 leaf_count=56 286 1935 134 internal_value=0 4.59113e-05 -0.00132272 internal_weight=0 202.401 8.95413 internal_count=2411 2221 190 is_linear=0 shrinkage=0.00115569 Tree=1823 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=16.2328 13.3629 6.08789 threshold=0.27190000000000009 0.080320000000000016 0.10954500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5556183640850082e-05 0.00021348987721426642 -0.00040646963271767438 -0.00012663514249869299 leaf_weight=173.04191447352059 38.200070772320032 9.5741922371089441 5.9952425807714453 leaf_count=2080 264 105 26 internal_value=0 -4.57635e-05 0.000167147 internal_weight=0 182.616 44.1953 internal_count=2475 2185 290 is_linear=0 shrinkage=0.000315569 Tree=1824 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=15.2972 21.1015 16.5937 threshold=-0.061889999999999994 0.099325000000000011 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014944567970163572 -0.00016848872580345223 7.1655454854597771e-05 0.00017562604707930708 leaf_weight=88.021294541889802 14.887450668960808 62.760674998164177 57.967312196269631 leaf_count=1624 127 371 342 internal_value=0 -5.74309e-05 0.000105158 internal_weight=0 150.782 72.8548 internal_count=2464 1995 469 is_linear=0 shrinkage=0.000291537 Tree=1825 num_leaves=3 num_cat=0 split_feature=1456 403 split_gain=13.3319 11.1372 threshold=-1.0000000180025095e-35 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0012187791985855954 -0.0010030105681296767 0.00012676154712973421 leaf_weight=9.4925157381221634 10.376134877093135 192.71173141128384 leaf_count=224 309 1913 internal_value=0 6.85185e-05 internal_weight=0 203.088 internal_count=2446 2222 is_linear=0 shrinkage=0.00106768 Tree=1826 num_leaves=4 num_cat=0 split_feature=1213 484 13 split_gain=14.5395 13.9617 3.57791 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.8989814283081373e-05 -0.00023128696570936516 3.6878725670271149e-05 -0.00035064717066328249 leaf_weight=2.2621151413768521 19.62500090431422 187.88616109266877 13.334952678997068 leaf_count=12 393 1681 379 internal_value=0 1.14064e-05 -0.000291239 internal_weight=0 207.511 15.5971 internal_count=2465 2074 391 is_linear=0 shrinkage=0.000303315 Tree=1827 num_leaves=4 num_cat=0 split_feature=159 14 2 split_gain=13.2773 10.4255 4.26665 threshold=-0.032739999999999991 0.062655000000000016 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016447762137953628 0.00020189565666105331 -0.0016691073340436276 -0.00022617391418767785 leaf_weight=11.244803118519487 189.42233502632007 5.9895995566621414 6.7483552508056155 leaf_count=292 2050 71 43 internal_value=0 0.000143624 -0.00111742 internal_weight=0 195.412 17.9932 internal_count=2456 2121 335 is_linear=0 shrinkage=0.00140878 Tree=1828 num_leaves=4 num_cat=0 split_feature=3 43 12 split_gain=11.7757 13.632 1.89652 threshold=0.18307500000000002 -0.074459999999999985 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003335318589943691 0.00043957373204406546 -0.00033119731134724099 0.0014873898034982759 leaf_weight=80.568223622627556 4.0502235088497391 120.10860761976801 8.8309975881129485 leaf_count=967 56 1369 63 internal_value=0 -6.42831e-05 0.00116455 internal_weight=0 200.677 12.8812 internal_count=2455 2336 119 is_linear=0 shrinkage=0.00125096 Tree=1829 num_leaves=4 num_cat=0 split_feature=4 0 47 split_gain=14.2546 13.639 8.18272 threshold=0.27626000000000001 -0.10674499999999999 0.10954500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.9906061797070544e-05 0.00019189556762841929 -8.3066478198673944e-05 -0.00016137981287617844 leaf_weight=63.867375182919204 35.193644440732896 124.59392253425904 5.4096349328756324 leaf_count=329 254 1881 22 internal_value=0 -3.12151e-05 0.000144514 internal_weight=0 188.461 40.6033 internal_count=2486 2210 276 is_linear=0 shrinkage=0.000269335 Tree=1830 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=12.5504 14.0818 threshold=0.086795000000000011 0.28064000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010583375539758434 -0.001883336184778685 0.00073365117472444681 leaf_weight=173.37605768069625 4.9437924483790985 34.547245523892343 leaf_count=2146 43 254 internal_value=0 3.39696e-05 internal_weight=0 207.923 internal_count=2443 2400 is_linear=0 shrinkage=0.00120238 Tree=1831 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=13.1155 12.2794 0.8889 threshold=0.18307500000000002 -0.10072999999999999 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6746578943930216e-05 0.00019299189434876765 -6.5388096894710481e-05 0.00035418757378182533 leaf_weight=59.257364437915385 6.3081695884466171 155.53403574274853 7.531364753842352 leaf_count=361 56 1989 65 internal_value=0 -2.06307e-05 0.000282852 internal_weight=0 214.791 13.8395 internal_count=2471 2350 121 is_linear=0 shrinkage=0.000303315 Tree=1832 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=13.1693 23.2292 14.2113 threshold=0.088975000000000012 -0.060094999999999989 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022826245216795083 8.5796504173648485e-05 8.2455267611499512e-05 -0.00017551066539634456 leaf_weight=54.999495932133868 105.49320483393967 34.578434448689222 22.180472591891885 leaf_count=1304 723 180 193 internal_value=0 -0.000108368 4.02862e-05 internal_weight=0 89.5779 127.674 internal_count=2400 1484 916 is_linear=0 shrinkage=0.000297367 Tree=1833 num_leaves=4 num_cat=0 split_feature=42 124 130 split_gain=14.9424 16.7088 10.5982 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.068174999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.5860856811301944e-05 0.0003090790830542728 -1.5858428408904224e-05 -0.00034143010026285508 leaf_weight=11.014496125280855 21.710725255310535 160.40511590288952 25.844744510482997 leaf_count=106 160 1592 575 internal_value=0 2.30447e-05 -0.00021989 internal_weight=0 182.116 36.8592 internal_count=2433 1752 681 is_linear=0 shrinkage=0.000348413 Tree=1834 num_leaves=4 num_cat=0 split_feature=52 4 159 split_gain=15.4308 13.4024 3.29733 threshold=0.16288000000000002 0.28064000000000006 -0.48366999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.33353528343685e-05 0.00010998880965611118 0.00020877080839910167 -0.00033999579536483562 leaf_weight=171.28936064150184 1.9161339444108332 35.210178688168526 16.056660401634872 leaf_count=1930 34 251 260 internal_value=0 2.46285e-05 -0.000291638 internal_weight=0 206.5 17.9728 internal_count=2475 2181 294 is_linear=0 shrinkage=0.000328318 Tree=1835 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=15.1458 19.8837 11.7267 threshold=-0.062109999999999992 1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001041341915322864 -0.00051963528606817518 6.7546842654475338e-05 0.00077354910514858721 leaf_weight=34.651012753834948 14.162722676992415 108.44345301855356 57.357756932266057 leaf_count=1119 121 855 346 internal_value=0 -0.00020158 0.000517056 internal_weight=0 143.094 71.5205 internal_count=2441 1974 467 is_linear=0 shrinkage=0.00127598 Tree=1836 num_leaves=4 num_cat=0 split_feature=376 3 12 split_gain=10.9499 13.6578 1.67992 threshold=0.048375000000000008 -0.097754999999999995 -0.083804999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038218665271133568 0.0010516525884744035 -0.00022109424238158797 0.0004039251064048486 leaf_weight=58.09171421919018 11.077771918848159 139.9545233566314 7.5670652594417325 leaf_count=363 75 1994 49 internal_value=0 -4.40215e-05 0.000792751 internal_weight=0 198.046 18.6448 internal_count=2481 2357 124 is_linear=0 shrinkage=0.00104674 Tree=1837 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=12.3467 12.9815 8.16801 threshold=-0.0068949999999999992 -0.24269999999999997 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035056800009914107 0.0002575050915831607 -1.5179094492682547e-06 0.0002067671896073718 leaf_weight=15.394136127084495 23.412178590893745 183.8945029345341 3.3899568505585185 leaf_count=377 197 1854 17 internal_value=0 2.78581e-05 -0.000249357 internal_weight=0 207.307 18.7841 internal_count=2445 2051 394 is_linear=0 shrinkage=0.000328318 Tree=1838 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=13.3763 16.8737 11.9223 threshold=0.094405000000000003 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001383584861266082 -0.00032126923844092245 -0.00013665038833331894 9.7626238812213999e-05 leaf_weight=25.563728391192853 6.2706039268523446 85.217565110186115 103.29298138711601 leaf_count=133 95 1583 645 internal_value=0 -7.31141e-05 7.33483e-05 internal_weight=0 110.781 109.564 internal_count=2456 1716 740 is_linear=0 shrinkage=0.000297367 Tree=1839 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=12.5223 13.3885 4.64089 threshold=-0.24526499999999998 -0.049149999999999992 0.11635500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015202775158165069 0.00068469499599897298 -0.00012607194819702709 0.00044078070812288313 leaf_weight=14.005929093342276 65.018056301865727 133.23892259085551 3.1224060538224867 leaf_count=265 446 1755 28 internal_value=0 0.000140054 -0.00116225 internal_weight=0 198.257 17.1283 internal_count=2494 2201 293 is_linear=0 shrinkage=0.00146569 Tree=1840 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=13.924 26.8446 16.2726 threshold=1.0000000180025095e-35 -0.059114999999999994 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003095195922291389 8.315625983034878e-05 0.00011282071567411949 -0.00025164488874147357 leaf_weight=36.220607554772869 147.43789504095912 27.235253417864442 16.639038529247046 leaf_count=1134 1003 143 173 internal_value=0 -0.000128372 4.90556e-05 internal_weight=0 63.4559 164.077 internal_count=2453 1277 1176 is_linear=0 shrinkage=0.00032188 Tree=1841 num_leaves=4 num_cat=0 split_feature=481 1365 40 split_gain=11.5896 10.6172 2.46715 threshold=-1.0000000180025095e-35 0.088010000000000019 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.151469115556511e-05 9.5684038747353295e-05 -0.0021318693705902336 -0.0015745473112347434 leaf_weight=1.9855464994907368 203.2660311111249 3.5782992895692578 9.2476320262067002 leaf_count=10 2202 28 266 internal_value=0 5.6016e-05 -0.001295 internal_weight=0 206.844 11.2332 internal_count=2506 2230 276 is_linear=0 shrinkage=0.00130149 Tree=1842 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=10.8549 11.1634 threshold=-1.0000000180025095e-35 0.090510000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0015257022352174396 -0.00044446174423212926 0.00016422759486878154 leaf_weight=6.9552631024271241 82.468546030344442 120.73754864628427 leaf_count=69 1298 1069 internal_value=0 -8.29098e-05 internal_weight=0 203.206 internal_count=2436 2367 is_linear=0 shrinkage=0.00127598 Tree=1843 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=18.2701 18.1114 13.8328 threshold=1.0000000180025095e-35 0.10812000000000001 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020030935889356626 3.1844812451596308e-06 0.00031501638383935548 0.00021086071719068241 leaf_weight=53.921922531444579 134.45868853386492 6.6874205991625777 35.831678373739123 leaf_count=1232 996 16 242 internal_value=0 -0.000142974 4.69926e-05 internal_weight=0 60.6093 170.29 internal_count=2486 1248 1238 is_linear=0 shrinkage=0.000297367 Tree=1844 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=15.6162 18.4448 9.84184 threshold=0.10044000000000002 -0.12077499999999998 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014128498315353109 0.00014844968066986901 -0.00012121627206782253 -6.1464870917338335e-05 leaf_weight=29.113922597840428 69.744811596348882 102.71001710835844 25.995446963235736 leaf_count=141 481 1691 141 internal_value=0 -6.3171e-05 9.14483e-05 internal_weight=0 131.824 95.7403 internal_count=2454 1832 622 is_linear=0 shrinkage=0.000291537 Tree=1845 num_leaves=4 num_cat=0 split_feature=52 2 3 split_gain=14.1449 14.8515 5.32895 threshold=-0.29521499999999995 0.089965000000000017 -0.24462999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011644544822224736 -0.00027420910794299702 0.00032511683945212394 -0.0012478870585140485 leaf_weight=1.0978743694722641 83.967733071418479 117.55567009816878 12.930462118238209 leaf_count=5 1288 945 268 internal_value=0 7.53851e-05 -0.00105137 internal_weight=0 201.523 14.0283 internal_count=2506 2233 273 is_linear=0 shrinkage=0.00108903 Tree=1846 num_leaves=4 num_cat=0 split_feature=403 124 4 split_gain=12.0724 13.3841 7.96415 threshold=-1.0000000180025095e-35 -0.043384999999999993 0.31595000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013234417409981253 0.00093184162958396795 -0.00011273077237268264 0.0011726579132631072 leaf_weight=20.072834866354246 27.221355237066746 162.45512235560454 2.6857587695121756 leaf_count=584 194 1699 14 internal_value=0 3.7642e-05 -0.00102458 internal_weight=0 189.676 22.7586 internal_count=2491 1893 598 is_linear=0 shrinkage=0.00138116 Tree=1847 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=16.9994 20.138 14.3128 threshold=0.094695000000000015 -0.10072999999999999 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011205522982136136 0.00014989760611500263 -0.00017156097402357893 -9.6412590520024655e-05 leaf_weight=32.512968884781003 77.302653783001006 78.350478610256687 30.071602743119001 leaf_count=197 557 1500 181 internal_value=0 -8.83556e-05 8.08866e-05 internal_weight=0 110.863 107.374 internal_count=2435 1697 738 is_linear=0 shrinkage=0.000303315 Tree=1848 num_leaves=4 num_cat=0 split_feature=1 50 13 split_gain=14.0697 14.6714 3.18681 threshold=0.12337000000000002 0.083640000000000006 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.175072649342498e-06 0.00030354559652701464 -0.00026213844070203257 0.00010949136907636203 leaf_weight=176.09142618346959 12.43459831736982 20.824212830048054 19.080230690538883 leaf_count=1785 130 434 102 internal_value=0 -2.6804e-05 0.000186862 internal_weight=0 196.916 31.5148 internal_count=2451 2219 232 is_linear=0 shrinkage=0.000297367 Tree=1849 num_leaves=4 num_cat=0 split_feature=1429 42 157 split_gain=11.3912 13.4488 0.454137 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082259999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00079814888493595984 -0.0004974284973748664 0.00021985057332120361 -0.0014745873631484894 leaf_weight=2.1541204554960132 37.640721895731986 173.31670002057217 5.0753196058794847 leaf_count=41 678 1662 86 internal_value=0 9.16719e-05 -0.00128828 internal_weight=0 210.957 7.22944 internal_count=2467 2340 127 is_linear=0 shrinkage=0.00108903 Tree=1850 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=16.1564 19.4822 10.7049 threshold=0.099195000000000019 -0.060094999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014660815149099339 0.00023047626329650615 9.3184254967509217e-05 1.9718446372812634e-05 leaf_weight=89.128350583603606 28.214626282453537 40.033621260896325 64.637485867366195 leaf_count=1620 229 207 384 internal_value=0 -7.22684e-05 8.39611e-05 internal_weight=0 129.162 92.8521 internal_count=2440 1827 613 is_linear=0 shrinkage=0.00028582 Tree=1851 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=11.8381 11.8546 8.7986 threshold=-0.0068949999999999992 0.12500000000000003 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00120471031088815 1.6518926170730221e-05 0.00096230502359952966 0.0013752891535052025 leaf_weight=16.998710104031492 174.9354950862471 23.416821678169072 2.2583819013088933 leaf_count=387 1890 200 10 internal_value=0 0.000128655 -0.000895939 internal_weight=0 198.352 19.2571 internal_count=2487 2090 397 is_linear=0 shrinkage=0.00125096 Tree=1852 num_leaves=4 num_cat=0 split_feature=12 43 16 split_gain=12.7842 18.6394 12.8594 threshold=0.078300000000000008 -0.048759999999999991 -0.17157499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011273726493121728 0.00049452424006978034 -3.4208122609528374e-05 -0.00059741068203083745 leaf_weight=37.817568195052445 26.793069013394415 76.225482054054737 74.633776865666732 leaf_count=237 173 423 1638 internal_value=0 0.000351709 -0.000308736 internal_weight=0 114.043 101.427 internal_count=2471 660 1811 is_linear=0 shrinkage=0.00135407 Tree=1853 num_leaves=4 num_cat=0 split_feature=130 484 40 split_gain=11.7862 10.5052 0.778501 threshold=1.0000000180025095e-35 -0.0068949999999999992 -0.082294999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093171461018576437 -0.00037730959105662328 6.7931260557600097e-05 -0.0014588339835212665 leaf_weight=17.973509618546814 1.2679295428097237 181.94014036934823 9.8351239871699345 leaf_count=374 11 1813 316 internal_value=0 -2.24145e-05 -0.00134033 internal_weight=0 199.914 11.1031 internal_count=2514 2187 327 is_linear=0 shrinkage=0.00125096 Tree=1854 num_leaves=4 num_cat=0 split_feature=13 39 2 split_gain=17.5956 19.4418 2.92857 threshold=-0.18749999999999997 0.0095750000000000019 0.10613000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035918135658671841 -7.4635112209918419e-05 0.00014786617000617241 0.00014418365489519334 leaf_weight=9.6077065654099005 160.23789821355604 39.996983585879207 11.630351899191735 leaf_count=41 2038 262 90 internal_value=0 -3.01326e-05 0.000242818 internal_weight=0 200.235 21.2381 internal_count=2431 2300 131 is_linear=0 shrinkage=0.00028582 Tree=1855 num_leaves=4 num_cat=0 split_feature=15 1374 14 split_gain=13.8688 12.0265 2.10921 threshold=-0.30407999999999996 0.10637000000000001 -0.46825999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024398711745346577 -4.1714592971051669e-05 -0.0025643977910280568 0.0012510509936627626 leaf_weight=4.3983489144593504 185.0501482214313 3.0169355683028689 15.571422963403164 leaf_count=34 2253 20 150 internal_value=0 -8.36847e-05 0.00103184 internal_weight=0 188.067 19.9698 internal_count=2457 2273 184 is_linear=0 shrinkage=0.00127598 Tree=1856 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=16.0461 21.6453 13.9536 threshold=0.098950000000000024 -0.12077499999999998 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015282814613279912 -0.00026380871739370968 -0.00015907588910649067 0.00013508421175372572 leaf_weight=30.387015213258564 10.070397000759838 94.431825368665159 84.773281052708626 leaf_count=149 95 1667 555 internal_value=0 -8.30743e-05 9.24691e-05 internal_weight=0 124.819 94.8437 internal_count=2466 1816 650 is_linear=0 shrinkage=0.00032188 Tree=1857 num_leaves=4 num_cat=0 split_feature=52 0 48 split_gain=15.0402 13.4801 3.5857 threshold=-0.24166499999999999 -0.060644999999999991 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011619288223085795 -5.2858735346047448e-05 0.00056978337868170278 6.9201918989407376e-05 leaf_weight=13.707561251707377 142.63744428218342 54.769117818213999 3.3355536367744199 leaf_count=269 1828 317 24 internal_value=0 0.000120114 -0.000922102 internal_weight=0 197.407 17.0431 internal_count=2438 2145 293 is_linear=0 shrinkage=0.00106768 Tree=1858 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=14.7879 11.4242 2.34154 threshold=-0.16901999999999998 0.0095750000000000019 0.082695000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055588364527746164 -0.00029912883993947671 0.00052310144576453931 0.0014472532482777305 leaf_weight=10.138886781409385 154.33689650963061 36.786424670368433 11.03947342187166 leaf_count=104 2073 258 41 internal_value=0 -0.000140657 0.00102569 internal_weight=0 191.123 21.1784 internal_count=2476 2331 145 is_linear=0 shrinkage=0.00132752 Tree=1859 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=11.0971 21.8172 15.9317 threshold=1.0000000180025095e-35 -0.083954999999999988 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012366897990354346 8.9433836660560842e-05 -0.00020845167041885792 -0.00011539511895382082 leaf_weight=22.183300248347223 123.07259877678007 40.205152810784057 35.377099085599184 leaf_count=262 948 997 241 internal_value=0 -9.03504e-05 4.36524e-05 internal_weight=0 62.3885 158.45 internal_count=2448 1259 1189 is_linear=0 shrinkage=0.000269335 Tree=1860 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=12.4179 18.1546 12.1846 threshold=-0.12077499999999998 -0.048654999999999997 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012187553116060922 -0.00084164308841690465 0.00016179369327755025 -0.00032343347654290283 leaf_weight=29.384585137479007 56.169399018865079 109.90260174963623 16.432349472306669 leaf_count=131 1523 663 127 internal_value=0 -0.00017793 0.000666206 internal_weight=0 166.072 45.8169 internal_count=2444 2186 258 is_linear=0 shrinkage=0.00143696 Tree=1861 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=14.8872 14.5129 5.70772 threshold=0.27190000000000009 0.079915000000000014 -0.24122499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9134569069154157e-05 -8.8922401699937121e-05 -0.00038690706633586234 0.00020826559185766722 leaf_weight=165.35650778166018 7.5098058283329001 11.505022671073673 33.578241530805826 leaf_count=2049 32 114 243 internal_value=0 -5.26381e-05 0.000153853 internal_weight=0 176.862 41.088 internal_count=2438 2163 275 is_linear=0 shrinkage=0.000309381 Tree=1862 num_leaves=4 num_cat=0 split_feature=52 1 15 split_gain=15.7875 14.8086 1.51259 threshold=-0.29521499999999995 0.094405000000000003 -0.092919999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.894165968374323e-05 -5.8859019959817538e-05 9.751196081610987e-05 -0.00034037746337937881 leaf_weight=1.4575740750879038 109.28906973614357 104.80080825462937 12.519292842596768 leaf_count=22 1559 653 258 internal_value=0 1.76983e-05 -0.000307274 internal_weight=0 214.09 13.9769 internal_count=2492 2212 280 is_linear=0 shrinkage=0.000297367 Tree=1863 num_leaves=4 num_cat=0 split_feature=12 43 47 split_gain=16.6862 14.8917 11.1338 threshold=0.084045000000000022 -0.088164999999999979 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043180737283085037 0.00025958897577377509 -0.0007520707740344872 -0.00043964580673108819 leaf_weight=96.094301725737751 29.303396613802761 57.319222715683281 24.488097303546965 leaf_count=687 341 1309 136 internal_value=0 -0.000409945 0.000254587 internal_weight=0 86.6226 120.582 internal_count=2473 1650 823 is_linear=0 shrinkage=0.00115569 Tree=1864 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=14.8854 14.7162 13.3656 threshold=0.27190000000000009 -0.11437499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8650560218582773e-05 -0.00028226830709172782 -9.4937943078083389e-05 0.00022301860507423877 leaf_weight=55.734558388590813 5.2066151797771445 125.02791202953085 36.266464208252728 leaf_count=290 23 1907 266 internal_value=0 -3.83122e-05 0.000158995 internal_weight=0 180.762 41.4731 internal_count=2486 2197 289 is_linear=0 shrinkage=0.000297367 Tree=1865 num_leaves=4 num_cat=0 split_feature=484 15 40 split_gain=13.4079 11.8414 6.06752 threshold=-0.0068949999999999992 -0.24269999999999997 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064321682177718358 0.00096342400366159864 -1.7913124794293029e-06 -0.0013089735276665859 leaf_weight=2.6609713863581428 20.442226358689368 173.34685317194089 14.520051482599229 leaf_count=14 181 1880 379 internal_value=0 0.000100524 -0.00100441 internal_weight=0 193.789 17.181 internal_count=2454 2061 393 is_linear=0 shrinkage=0.00120238 Tree=1866 num_leaves=4 num_cat=0 split_feature=15 1429 1 split_gain=15.2213 11.085 10.0009 threshold=0.035895000000000003 -1.0000000180025095e-35 0.11156000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031455003224176289 -0.00026463290851884544 4.814958671907338e-05 0.00013213515451196721 leaf_weight=7.6686323238536707 27.125241707544774 176.42488697124645 7.0031149648129931 leaf_count=120 887 1409 32 internal_value=0 3.28589e-05 -0.000183051 internal_weight=0 184.094 34.1284 internal_count=2448 1529 919 is_linear=0 shrinkage=0.000297367 Tree=1867 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=14.0154 23.5529 15.2698 threshold=-0.097754999999999995 -0.049374999999999995 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00093762475652241868 -0.00091220341234828312 0.00014284449812831162 -0.00045178722572788223 leaf_weight=41.984259612392634 47.905191064579412 106.59258900769055 17.454443846829236 leaf_count=235 1447 661 134 internal_value=0 -0.000184718 0.000529535 internal_weight=0 154.498 59.4387 internal_count=2477 2108 369 is_linear=0 shrinkage=0.00125096 Tree=1868 num_leaves=4 num_cat=0 split_feature=39 3 133 split_gain=12.208 19.4095 11.9312 threshold=0.0095750000000000019 -0.097754999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041247932305029397 -0.0008555707332495346 -0.00034956654142602684 0.00081970225509798934 leaf_weight=57.351671884767711 5.5915261898189774 112.97481354884803 32.714349917136133 leaf_count=378 36 1815 240 internal_value=0 -9.2871e-05 0.000573381 internal_weight=0 170.326 38.3059 internal_count=2469 2193 276 is_linear=0 shrinkage=0.00106768 Tree=1869 num_leaves=4 num_cat=0 split_feature=4 13 1 split_gain=16.7311 12.158 2.33938 threshold=-0.49367499999999992 -0.24588999999999997 0.09518500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019131999449830339 0.0011811097212000865 2.8292518321499805e-05 -0.00063752773826373751 leaf_weight=7.4928935132920724 16.83044253103435 181.62397355400026 3.8089576661586761 leaf_count=58 131 2223 56 internal_value=0 0.000126671 -0.00149374 internal_weight=0 198.454 11.3019 internal_count=2468 2354 114 is_linear=0 shrinkage=0.00130149 Tree=1870 num_leaves=4 num_cat=0 split_feature=12 49 132 split_gain=11.5485 14.0584 11.6243 threshold=0.083325000000000024 -0.046739999999999997 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014773485480239044 0.00051881093469850065 -0.00057590574527329288 0.0013271973998289239 leaf_weight=108.15257505420595 24.753525903448462 70.143684718525037 14.769347382709382 leaf_count=643 147 1617 81 internal_value=0 -0.000290079 0.000290529 internal_weight=0 94.8972 122.922 internal_count=2488 1764 724 is_linear=0 shrinkage=0.00125096 Tree=1871 num_leaves=4 num_cat=0 split_feature=52 1365 49 split_gain=15.4979 13.3439 1.82394 threshold=-0.24526499999999998 1.0000000180025095e-35 -0.074329999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039798724444243893 0.0001371629845654291 -0.0021190143752770861 -0.0016273700480801197 leaf_weight=3.0699748061597338 184.2871578973718 5.2418430466204873 12.399934419896452 leaf_count=21 2122 49 273 internal_value=0 7.35492e-05 -0.00138801 internal_weight=0 189.529 15.4699 internal_count=2465 2171 294 is_linear=0 shrinkage=0.00140878 Tree=1872 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=12.0947 12.4032 threshold=-0.52082499999999987 0.28064000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.002266037194508211 -4.3738829098278442e-05 0.00080396192344617441 leaf_weight=3.6193445431999853 174.94136858521961 34.989346703514457 leaf_count=38 2162 264 internal_value=0 9.79015e-05 internal_weight=0 209.931 internal_count=2464 2426 is_linear=0 shrinkage=0.00130149 Tree=1873 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=13.1534 17.8745 7.90984 threshold=0.10776500000000001 -0.12948499999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012062548078977514 0.00017321896612353203 -0.00011574544901650762 -0.00011133629007477615 leaf_weight=44.983789307996631 53.980143683962524 108.47906963177957 11.779753562062977 leaf_count=221 399 1794 57 internal_value=0 -4.64218e-05 0.000122143 internal_weight=0 153.463 65.7599 internal_count=2471 2015 456 is_linear=0 shrinkage=0.000315569 Tree=1874 num_leaves=4 num_cat=0 split_feature=0 13 4 split_gain=13.7027 15.7186 14.5872 threshold=-0.020899999999999998 -0.24588999999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032234842280856959 -0.00013694833585156991 -7.910087350306892e-05 0.00026361150340594998 leaf_weight=11.633192246779798 14.245204500854014 159.45858876686543 35.248758024536073 leaf_count=97 120 2075 171 internal_value=0 -5.16118e-05 0.000148275 internal_weight=0 171.092 49.494 internal_count=2463 2172 291 is_linear=0 shrinkage=0.000334884 Tree=1875 num_leaves=4 num_cat=0 split_feature=52 15 151 split_gain=17.2685 13.952 4.77716 threshold=0.18897000000000003 -0.24269999999999997 -0.077429999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023271870553149743 4.6008753722476038e-05 -1.0472375559109099e-05 -0.00036696954872215542 leaf_weight=22.440122906118631 2.8608373599126962 180.69466858915985 13.417456831317393 leaf_count=186 24 1984 257 internal_value=0 1.65061e-05 -0.000294572 internal_weight=0 203.135 16.2783 internal_count=2451 2170 281 is_linear=0 shrinkage=0.000291537 Tree=1876 num_leaves=4 num_cat=0 split_feature=4 48 48 split_gain=13.8818 15.4026 12.4919 threshold=0.27626000000000001 0.083570000000000019 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012346171677615146 0.00023617034719397061 7.4165551450404646e-05 -0.00029737426561562042 leaf_weight=117.47136732400395 33.994596995413303 66.487698426935822 5.3938030302524558 leaf_count=1761 241 440 24 internal_value=0 -5.20323e-05 0.000162472 internal_weight=0 183.959 39.3884 internal_count=2466 2201 265 is_linear=0 shrinkage=0.000328318 Tree=1877 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=16.4297 15.2989 1.50117 threshold=-0.24588999999999997 0.0095750000000000019 -0.11524 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015944741281247746 -7.3028422816688189e-05 0.00016228148020665475 0.00035854548475275827 leaf_weight=6.5172396488487747 160.56148072727956 36.450400812551379 12.287468503229318 leaf_count=61 2046 254 63 internal_value=0 -2.94248e-05 0.000290895 internal_weight=0 197.012 18.8047 internal_count=2424 2300 124 is_linear=0 shrinkage=0.000328318 Tree=1878 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=10.9466 14.7998 9.62832 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060246678127533584 0.0006709529889326808 -0.00043929807600362545 -0.00023976030045301896 leaf_weight=28.646418110467494 60.033358961343765 97.361956628970802 27.492065215483308 leaf_count=154 459 1700 159 internal_value=0 -0.000202141 0.000384954 internal_weight=0 126.008 87.5254 internal_count=2472 1854 618 is_linear=0 shrinkage=0.00127598 Tree=1879 num_leaves=4 num_cat=0 split_feature=42 124 4 split_gain=11.4891 14.7832 10.9747 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.31595000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001141550259857964 0.0014199459986263202 -2.0496819263432565e-05 0.0016195891868070137 leaf_weight=31.221905251964927 19.244045347906649 157.42977049178444 3.8190821185708037 leaf_count=667 166 1628 29 internal_value=0 0.000137202 -0.000836416 internal_weight=0 176.674 35.041 internal_count=2490 1794 696 is_linear=0 shrinkage=0.00155541 Tree=1880 num_leaves=3 num_cat=0 split_feature=38 1373 split_gain=13.9165 12.7174 threshold=1.0000000180025095e-35 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.8776184005582599e-05 -0.0020249183490976892 -0.002531274768287229 leaf_weight=193.9189010465052 5.7091881949454537 3.125250630080699 leaf_count=2393 47 20 internal_value=0 -2.30839e-05 internal_weight=0 197.044 internal_count=2460 2413 is_linear=0 shrinkage=0.00127598 Tree=1881 num_leaves=4 num_cat=0 split_feature=484 15 40 split_gain=12.5642 11.7468 5.67851 threshold=-0.0068949999999999992 -0.24269999999999997 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016520718697723801 0.00022704286324913607 -2.7730524524531818e-06 -0.0002943640328013591 leaf_weight=2.5925424359738836 21.032304361462593 178.37016641208902 15.857873785775155 leaf_count=13 179 1881 395 internal_value=0 2.1581e-05 -0.000229181 internal_weight=0 199.402 18.4504 internal_count=2468 2060 408 is_linear=0 shrinkage=0.000291537 Tree=1882 num_leaves=4 num_cat=0 split_feature=13 12 51 split_gain=12.9969 12.6398 1.60021 threshold=-0.16901999999999998 0.084045000000000022 0.080335000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000176131295695899 4.7733045871051327e-05 -0.00012061301289245191 0.0003633287797140712 leaf_weight=16.069402627646927 116.1211060192436 81.879259864566848 7.3346886001527301 leaf_count=105 730 1570 48 internal_value=0 -2.19121e-05 0.000236248 internal_weight=0 198 23.4041 internal_count=2453 2300 153 is_linear=0 shrinkage=0.000328318 Tree=1883 num_leaves=4 num_cat=0 split_feature=1 52 39 split_gain=17.4762 14.2667 1.73548 threshold=0.12541500000000003 -0.22243999999999997 0.16946000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027288498520081013 0.00018512757888402298 1.9455085533494666e-06 0.00037016081335869107 leaf_weight=16.748051433824003 22.167875554412607 181.97132669691928 5.2181872427463523 leaf_count=299 201 1962 18 internal_value=0 -2.13578e-05 0.000221748 internal_weight=0 198.719 27.3861 internal_count=2480 2261 219 is_linear=0 shrinkage=0.00028582 Tree=1884 num_leaves=4 num_cat=0 split_feature=15 0 50 split_gain=14.603 17.3808 5.11154 threshold=-0.24436499999999997 -0.13314999999999996 0.10616500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030211231620030118 0.00010496979237095698 -0.00010312438145391092 -7.9222585901839762e-05 leaf_weight=18.908850651234392 59.882902056910098 135.45226500183344 4.4542053062468758 leaf_count=172 288 1979 24 internal_value=0 -3.93064e-05 0.000229379 internal_weight=0 195.335 23.3631 internal_count=2463 2267 196 is_linear=0 shrinkage=0.00032188 Tree=1885 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=13.4251 14.1172 3.04882 threshold=0.12337000000000002 -0.12948499999999999 -0.067389999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8683595380137543e-05 0.00029553658544719577 -7.5815052943346652e-05 0.00010176850099179336 leaf_weight=63.899962272495031 15.136063164100053 127.73014676710591 14.997587262652813 leaf_count=306 141 1919 91 internal_value=0 -1.7604e-05 0.000199832 internal_weight=0 191.63 30.1337 internal_count=2457 2225 232 is_linear=0 shrinkage=0.000303315 Tree=1886 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=10.2736 11.9716 threshold=-0.52082499999999987 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019980228647349971 -0.00018235548885479962 0.00045986496468627584 leaf_weight=4.0902340100146821 131.69730737362988 78.307654116302729 leaf_count=44 1897 553 internal_value=0 5.72362e-05 internal_weight=0 210.005 internal_count=2494 2450 is_linear=0 shrinkage=0.00130149 Tree=1887 num_leaves=4 num_cat=0 split_feature=1213 481 403 split_gain=17.1619 12.8854 0.821694 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.111355 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.9215086027276659e-05 -0.00029227128967415286 3.5008483435478241e-05 -0.0003460503170028821 leaf_weight=1.0922799492254842 11.170010864036156 186.23751972289756 12.746828595176337 leaf_count=28 222 1838 354 internal_value=0 1.63347e-05 -0.000324931 internal_weight=0 197.408 13.8391 internal_count=2442 2060 382 is_linear=0 shrinkage=0.000297367 Tree=1888 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=12.1596 15.9561 15.863 threshold=0.10114000000000002 -0.29521499999999995 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011018110829890577 -0.00035636905110579726 0.00010161913046170717 -0.00012761786841767984 leaf_weight=30.071005213074386 6.6086743008345357 82.831759110093117 95.249184389831498 leaf_count=157 85 530 1689 internal_value=0 6.73755e-05 -7.05098e-05 internal_weight=0 89.4404 125.32 internal_count=2461 615 1846 is_linear=0 shrinkage=0.00028582 Tree=1889 num_leaves=4 num_cat=0 split_feature=13 130 2 split_gain=15.2007 12.4707 2.30098 threshold=-0.23438999999999996 1.0000000180025095e-35 0.097940000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1514421295339156e-05 -5.8722836170520288e-06 -0.00034694381898865538 0.00031721445519597446 leaf_weight=5.7275837417691973 186.41125559620559 11.212325268425046 15.562514483928679 leaf_count=41 1980 316 101 internal_value=0 -2.54087e-05 0.000254563 internal_weight=0 197.624 21.2901 internal_count=2438 2296 142 is_linear=0 shrinkage=0.000315569 Tree=1890 num_leaves=4 num_cat=0 split_feature=1 51 48 split_gain=14.851 11.7041 9.46721 threshold=0.10491000000000002 -0.10593999999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037003932124618711 0.00015373180554695927 -3.2036317533994205e-05 -0.00014083015671010588 leaf_weight=10.058515883516518 65.676914558745921 129.07462040684186 11.754950020462273 leaf_count=168 460 1762 56 internal_value=0 -5.67499e-05 0.000108876 internal_weight=0 139.133 77.4319 internal_count=2446 1930 516 is_linear=0 shrinkage=0.000303315 Tree=1891 num_leaves=4 num_cat=0 split_feature=1213 160 13 split_gain=12.2322 11.0815 3.85048 threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043211174574898107 -0.0015001717500073826 0.00010447839902823725 -0.0014920878137529812 leaf_weight=2.0116604166105381 7.4712937474250785 188.41307345521636 11.951941597275434 leaf_count=11 159 1912 370 internal_value=0 4.24528e-05 -0.00121365 internal_weight=0 195.884 13.9636 internal_count=2452 2071 381 is_linear=0 shrinkage=0.00130149 Tree=1892 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=13.0118 28.8895 10.7821 threshold=-0.10072999999999999 -0.053364999999999996 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023970048101554738 -0.0011777830409831947 0.00015997891172096743 0.0018068701236021749 leaf_weight=43.870530290529132 46.085676014889032 104.45994636043906 10.774787373840807 leaf_count=309 1450 661 34 internal_value=0 -0.000250114 0.000551773 internal_weight=0 150.546 54.6453 internal_count=2454 2111 343 is_linear=0 shrinkage=0.00140878 Tree=1893 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=15.2152 18.1388 15.8689 threshold=1.0000000180025095e-35 -0.055219999999999998 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027151629278151715 -0.00024445601251844396 8.9495809633969103e-05 0.00010025530718270461 leaf_weight=36.533772461814806 15.827412700280545 25.326686101034284 148.95090733468533 leaf_count=1128 144 132 1045 internal_value=0 -0.000123817 6.70013e-05 internal_weight=0 61.8605 164.778 internal_count=2449 1260 1189 is_linear=0 shrinkage=0.000328318 Tree=1894 num_leaves=4 num_cat=0 split_feature=39 13 133 split_gain=11.9266 19.2978 11.5204 threshold=0.0095750000000000019 -0.10939499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00071633027835589285 -0.001095245236670236 -0.0004840090646637703 0.00091881461783631672 leaf_weight=31.472422168124467 6.380322457291185 133.7468901486136 32.969050438143313 leaf_count=204 41 1993 242 internal_value=0 -0.000255028 0.000590063 internal_weight=0 165.219 39.3494 internal_count=2480 2197 283 is_linear=0 shrinkage=0.00138116 Tree=1895 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=12.9964 12.8285 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037445994477434833 -0.0021925920972473891 0.00025989573561071492 leaf_weight=56.133143146522343 3.1489278376102439 150.16940634930506 leaf_count=1255 21 1172 internal_value=0 8.71835e-05 internal_weight=0 206.303 internal_count=2448 2427 is_linear=0 shrinkage=0.00113303 Tree=1896 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=10.2258 14.4905 threshold=-0.52082499999999987 0.27190000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019320564545975141 -9.0839983377483368e-05 0.00079189497975767215 leaf_weight=3.8640535175800315 170.57473623217084 33.341572508215904 leaf_count=39 2171 264 internal_value=0 5.3848e-05 internal_weight=0 203.916 internal_count=2474 2435 is_linear=0 shrinkage=0.00122643 Tree=1897 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=13.2142 19.1028 13.233 threshold=1.0000000180025095e-35 -0.083954999999999988 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011047690560817544 9.4061960791284036e-05 -0.00025520987885810278 -0.00015311221246926642 leaf_weight=22.562666438519955 132.09032421186566 38.149860185338184 25.670302080921829 leaf_count=269 950 999 239 internal_value=0 -0.000119356 5.37625e-05 internal_weight=0 60.7125 157.761 internal_count=2457 1268 1189 is_linear=0 shrinkage=0.000315569 Tree=1898 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=12.244 13.505 11.5533 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054983733537857958 0.00075119900577352708 -0.00051222080390708952 -0.00032555468795780908 leaf_weight=29.902901288121939 60.344078226946294 95.540828987490386 27.650318712927401 leaf_count=156 459 1707 167 internal_value=0 -0.000258786 0.000412869 internal_weight=0 125.444 87.9944 internal_count=2489 1863 626 is_linear=0 shrinkage=0.00138116 Tree=1899 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=12.7112 12.359 7.08553 threshold=0.27190000000000009 0.080455000000000013 0.10954500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4771702607298164e-05 0.00022471841361611597 -0.00036450789208487279 -0.00015957511315266203 leaf_weight=162.71596950269304 31.522687663324177 10.614264346659182 5.5451386719942084 leaf_count=2037 233 108 25 internal_value=0 -3.64101e-05 0.000166923 internal_weight=0 173.33 37.0678 internal_count=2403 2145 258 is_linear=0 shrinkage=0.000315569 Tree=1900 num_leaves=4 num_cat=0 split_feature=14 0 14 split_gain=13.1244 11.1631 0.723833 threshold=0.076175000000000007 -0.13314999999999996 0.091685000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044357993669082033 -0.0010354307750738176 -0.00010197980931849553 -0.0017923792535931814 leaf_weight=60.981734337285161 3.8621066939085713 142.33297439943999 3.2425462519749999 leaf_count=283 53 2108 32 internal_value=0 6.18082e-05 -0.00140335 internal_weight=0 203.315 7.10465 internal_count=2476 2391 85 is_linear=0 shrinkage=0.00106768 Tree=1901 num_leaves=4 num_cat=0 split_feature=4 1374 160 split_gain=11.5121 10.3866 0.480932 threshold=0.50609000000000004 0.10637000000000001 -0.013439999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2842972167596784e-06 0.00034319647555806031 -0.00054708463085704562 0.00021880441261925426 leaf_weight=204.42267611576244 7.4712393563240767 3.5304097458720198 7.4871809650212509 leaf_count=2319 71 23 77 internal_value=0 -8.31473e-06 0.000283022 internal_weight=0 207.953 14.9584 internal_count=2490 2342 148 is_linear=0 shrinkage=0.00032188 Tree=1902 num_leaves=4 num_cat=0 split_feature=130 1456 1 split_gain=10.2725 10.3903 2.26896 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.094695000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014474667710038798 -0.0017019549107311746 0.00020995283036963981 0.00040542202900292241 leaf_weight=9.113078177906571 8.8883398293983173 189.03373462287709 1.3246053606271733 leaf_count=201 315 1938 9 internal_value=0 0.000132951 -0.0014272 internal_weight=0 198.147 10.2129 internal_count=2463 2139 324 is_linear=0 shrinkage=0.00152491 Tree=1903 num_leaves=4 num_cat=0 split_feature=13 3 4 split_gain=12.8284 12.205 2.96696 threshold=-0.24588999999999997 -0.10072999999999999 -0.064209999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039665744191551256 0.00041109795886505699 -0.00030647023671501595 0.0015812340946585127 leaf_weight=5.6764608472585669 53.808176745660603 135.66914586327039 9.0257315151393396 leaf_count=24 345 1996 96 internal_value=0 -0.000102571 0.00113033 internal_weight=0 189.477 14.7022 internal_count=2461 2341 120 is_linear=0 shrinkage=0.00127598 Tree=1904 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=12.5417 14.7263 8.43964 threshold=0.27190000000000009 0.079915000000000014 0.11842500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8702835847125771e-05 0.00091479692768116306 -0.0017916546664735204 -0.0010031009070359915 leaf_weight=157.73135568154976 33.090302991680801 9.7837595762684924 4.7232884168624869 leaf_count=2057 263 112 21 internal_value=0 -0.000189294 0.000672978 internal_weight=0 167.515 37.8136 internal_count=2453 2169 284 is_linear=0 shrinkage=0.00135407 Tree=1905 num_leaves=4 num_cat=0 split_feature=13 3 4 split_gain=15.6475 12.1556 1.41912 threshold=-0.24588999999999997 0.12566000000000002 -0.064209999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017498030441346368 -1.3812024600284374e-05 -0.00042589377731559091 0.00036633612900461334 leaf_weight=7.4844876304268864 195.34172091120854 7.9219303466379634 10.517305608838795 leaf_count=29 2331 50 96 internal_value=0 -3.0098e-05 0.000288351 internal_weight=0 203.264 18.0018 internal_count=2506 2381 125 is_linear=0 shrinkage=0.000328318 Tree=1906 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=13.9881 13.3846 12.9248 threshold=1.0000000180025095e-35 -0.17966999999999997 -0.083954999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.8028075960103394e-05 -0.00018617932529201798 7.1796334796711501e-05 -0.00020749048792357511 leaf_weight=19.338636494474486 16.90874364413321 140.421266595833 37.923253948101774 leaf_count=258 152 1032 1008 internal_value=0 4.39582e-05 -0.00011449 internal_weight=0 157.33 57.2619 internal_count=2450 1184 1266 is_linear=0 shrinkage=0.000274722 Tree=1907 num_leaves=4 num_cat=0 split_feature=14 457 160 split_gain=11.3007 10.8116 1.18014 threshold=0.076175000000000007 0.069910000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2914485246001284e-06 -0.0021290492505415034 0.0008423551968774612 -0.00098510213280151681 leaf_weight=167.96695257979445 3.407556782476604 32.058397183194757 3.5588462101295582 leaf_count=2164 36 195 45 internal_value=0 0.000137326 -0.00156948 internal_weight=0 200.025 6.9664 internal_count=2440 2359 81 is_linear=0 shrinkage=0.00132752 Tree=1908 num_leaves=3 num_cat=0 split_feature=160 42 split_gain=11.6855 10.1111 threshold=-0.40446999999999994 -0.108275 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0014592769449499794 -0.0012286589840208241 0.00014439161421522348 leaf_weight=7.8733436632901421 8.6676714594941568 190.60410931380466 leaf_count=192 138 2164 internal_value=0 8.4012e-05 internal_weight=0 199.272 internal_count=2494 2302 is_linear=0 shrinkage=0.00125096 Tree=1909 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=11.7729 15.1245 3.58243 threshold=-0.29521499999999995 0.098950000000000024 -0.24213499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020137271378294785 -5.4014379994283762e-05 0.00012581579333836049 -0.00034142018569509834 leaf_weight=1.3876774795353402 116.96529945731163 88.430577393621206 12.620708183618261 leaf_count=10 1633 550 260 internal_value=0 2.34356e-05 -0.00028648 internal_weight=0 205.396 14.0084 internal_count=2453 2183 270 is_linear=0 shrinkage=0.000328318 Tree=1910 num_leaves=4 num_cat=0 split_feature=15 1 472 split_gain=11.4538 10.2879 9.9898 threshold=0.084050000000000014 0.11174500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015227911668344925 -0.0012803023028708745 0.00060801306249050487 0.00015415815206080172 leaf_weight=6.1186423907056442 19.891596112400297 6.3922727070748797 175.96775563503616 leaf_count=125 815 28 1528 internal_value=0 -0.00082043 9.69065e-05 internal_weight=0 26.2839 182.086 internal_count=2496 843 1653 is_linear=0 shrinkage=0.00130149 Tree=1911 num_leaves=4 num_cat=0 split_feature=3 4 52 split_gain=13.6725 11.6034 0.894908 threshold=0.18307500000000002 -0.49121999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012573091725064092 0.00096616280068997603 -1.3190710378857839e-06 0.0017295406087946038 leaf_weight=13.282168038189409 5.8042435590177774 178.53736345842481 5.7852088641375286 leaf_count=134 54 2232 65 internal_value=0 -8.89704e-05 0.00136013 internal_weight=0 191.82 11.5895 internal_count=2485 2366 119 is_linear=0 shrinkage=0.00130149 Tree=1912 num_leaves=4 num_cat=0 split_feature=15 1374 159 split_gain=10.6719 11.7873 1.77748 threshold=-0.37478999999999996 0.10637000000000001 0.086975000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052681609073560668 -0.00010861223505613638 -0.0024538947565438318 0.0013225506069572701 leaf_weight=12.014594447799029 180.66269649704918 3.3054985813796511 7.0770718157291403 leaf_count=98 2262 22 79 internal_value=0 -0.000152219 0.000827778 internal_weight=0 183.968 19.0917 internal_count=2461 2284 177 is_linear=0 shrinkage=0.00125096 Tree=1913 num_leaves=4 num_cat=0 split_feature=457 0 1 split_gain=9.43029 11.2352 5.72068 threshold=0.069910000000000014 -0.060644999999999991 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037266413426163207 -0.00016774592135332294 0.00040760910044724841 0.0011183831070215398 leaf_weight=108.29117219313048 10.170357027091084 58.650238777510822 23.655657669529319 leaf_count=1810 78 417 125 internal_value=0 -9.84473e-05 0.000732409 internal_weight=0 166.941 33.826 internal_count=2430 2227 203 is_linear=0 shrinkage=0.00143696 Tree=1914 num_leaves=4 num_cat=0 split_feature=13 1 12 split_gain=16.1234 12.4337 1.94841 threshold=-0.24588999999999997 1.0000000180025095e-35 -0.037289999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012197589132576571 -0.00016950996300211436 2.2741462188245631e-05 0.00037001722163042982 leaf_weight=5.2752401400357511 53.483722164528444 146.57466622255743 13.497580925002692 leaf_count=57 1281 1076 71 internal_value=0 -2.87212e-05 0.000301453 internal_weight=0 200.058 18.7728 internal_count=2485 2357 128 is_linear=0 shrinkage=0.000341582 Tree=1915 num_leaves=4 num_cat=0 split_feature=12 43 4 split_gain=13.2533 12.5055 12.0406 threshold=0.079890000000000017 -0.048759999999999991 0.23716000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018281301810148473 -0.00014930245244883626 -1.9996098316133673e-05 9.3576037691879728e-05 leaf_weight=38.724532080814242 79.365741060115397 77.170377471484244 22.109159300103784 leaf_count=242 1701 418 109 internal_value=0 4.78805e-05 -9.63397e-05 internal_weight=0 115.895 101.475 internal_count=2470 660 1810 is_linear=0 shrinkage=0.000291537 Tree=1916 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=12.201 30.6424 15.8905 threshold=-0.074494999999999992 -0.10191999999999998 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9757860324972543e-05 0.00023116936910383274 -0.00026092454659378434 -2.731837839795294e-05 leaf_weight=84.772363800555468 39.67110766004771 44.423459395300597 48.573053145781159 leaf_count=472 278 1250 460 internal_value=0 -5.72025e-05 8.90332e-05 internal_weight=0 129.196 88.2442 internal_count=2460 1722 738 is_linear=0 shrinkage=0.000303315 Tree=1917 num_leaves=3 num_cat=0 split_feature=1456 1456 split_gain=13.4635 11.8639 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0014775929669675434 0.00014095618528215084 -0.0014668209062634174 leaf_weight=9.3805544159840775 190.48028740519658 7.6656074400525531 leaf_count=231 2057 213 internal_value=0 7.79634e-05 internal_weight=0 198.146 internal_count=2501 2270 is_linear=0 shrinkage=0.00127598 Tree=1918 num_leaves=4 num_cat=0 split_feature=147 13 52 split_gain=12.1965 14.0273 3.50702 threshold=0.08598500000000002 -0.24588999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00094447533532873381 0.00013960451390747619 -0.00021029381237507039 0.0011541645236504143 leaf_weight=15.895550487563012 7.0522852418944266 168.33470048708841 14.506992073729633 leaf_count=116 54 2227 67 internal_value=0 -0.000110146 0.000824726 internal_weight=0 184.23 21.5593 internal_count=2464 2343 121 is_linear=0 shrinkage=0.0011788 Tree=1919 num_leaves=4 num_cat=0 split_feature=52 0 42 split_gain=12.172 13.6217 4.4344 threshold=-0.24526499999999998 -0.075434999999999988 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014848563560019314 -0.00021665631764983354 0.00053307754631431309 0.00055636379022027792 leaf_weight=13.10036584897898 118.56818116875365 70.912871282780543 2.2293942887336007 leaf_count=266 1604 572 25 internal_value=0 6.40791e-05 -0.00118612 internal_weight=0 189.481 15.3298 internal_count=2467 2176 291 is_linear=0 shrinkage=0.00135407 Tree=1920 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=12.5151 15.5157 4.46061 threshold=-0.29521499999999995 0.098950000000000024 -0.24354499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024425763288921814 -5.9164500226370747e-05 0.00011626633220263716 -0.00035562901956745122 leaf_weight=1.2397828847169865 113.67255192180164 83.681219564750791 11.764402964618055 leaf_count=7 1655 541 242 internal_value=0 1.52448e-05 -0.000296841 internal_weight=0 197.354 13.0042 internal_count=2445 2196 249 is_linear=0 shrinkage=0.000309381 Tree=1921 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=14.0628 13.8173 4.90071 threshold=0.11588000000000001 0.078435000000000019 0.14938500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9420679978374668e-05 9.4619149817015574e-05 0.0001385469730715408 0.00032620056365865785 leaf_weight=140.095788347302 36.069767778739333 32.959782209247351 10.918309746310113 leaf_count=1954 259 184 81 internal_value=0 -3.78443e-05 0.000149078 internal_weight=0 173.056 46.9881 internal_count=2478 2138 340 is_linear=0 shrinkage=0.000303315 Tree=1922 num_leaves=3 num_cat=0 split_feature=1456 43 split_gain=12.4669 12.289 threshold=-1.0000000180025095e-35 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038674848061557345 0.0001124214855261886 -5.8118471741209689e-05 leaf_weight=9.3845853146631253 75.727426110301167 126.19432123331353 leaf_count=220 844 1382 internal_value=0 5.86659e-06 internal_weight=0 201.922 internal_count=2446 2226 is_linear=0 shrinkage=0.000334884 Tree=1923 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=11.037 21.9524 10.9877 threshold=-0.061889999999999994 1.0000000180025095e-35 -0.067754999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011247141479323929 0.0010359152244910469 7.3429530892414602e-05 -2.8198834345026912e-05 leaf_weight=32.018586666090414 28.151659534312785 110.53952646581456 35.808761627878994 leaf_count=1133 179 891 283 internal_value=0 -0.000196345 0.000441154 internal_weight=0 142.558 63.9604 internal_count=2486 2024 462 is_linear=0 shrinkage=0.00127598 Tree=1924 num_leaves=4 num_cat=0 split_feature=481 155 123 split_gain=10.6988 10.4607 2.60141 threshold=-1.0000000180025095e-35 0.088610000000000008 0.083905000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001476630643609387 0.00012118704843839146 -0.0014279861132216957 0.00024913497392343499 leaf_weight=8.5924342819489521 192.20676118228585 6.6757489168085149 1.5125348716974247 leaf_count=259 2066 147 8 internal_value=0 6.84128e-05 -0.00121841 internal_weight=0 198.883 10.105 internal_count=2480 2213 267 is_linear=0 shrinkage=0.00122643 Tree=1925 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=11.9775 16.625 13.8683 threshold=-0.10674499999999999 -0.074494999999999992 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059396200154209302 -0.00077038123931381626 9.9640390220387607e-05 -0.00053533881764624802 leaf_weight=64.417336331680417 43.531791688641533 79.598417147761211 17.719347890466452 leaf_count=360 1268 748 88 internal_value=0 -0.00020837 0.000349941 internal_weight=0 123.13 82.1367 internal_count=2464 2016 448 is_linear=0 shrinkage=0.00113303 Tree=1926 num_leaves=4 num_cat=0 split_feature=1456 15 12 split_gain=10.5299 12.3378 2.67082 threshold=1.0000000180025095e-35 -0.30407999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012618281198312348 0.00070531360125741576 -3.5560310805824665e-05 -0.0018814543438595015 leaf_weight=16.39516035374254 0.87132063321769226 182.02284219372086 7.1593647191766632 leaf_count=169 9 2100 217 internal_value=0 7.22933e-05 -0.00159495 internal_weight=0 198.418 8.03069 internal_count=2495 2269 226 is_linear=0 shrinkage=0.00143696 Tree=1927 num_leaves=4 num_cat=0 split_feature=43 3 1 split_gain=10.9861 20.9766 12.4512 threshold=-0.074459999999999985 -0.077724999999999975 0.13849500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029570685189647249 -0.00039498837744210311 0.0010693865746397233 0.0011187680198729768 leaf_weight=39.337054803036153 116.94952687481418 34.141466095112264 9.4625243786722404 leaf_count=696 1410 274 86 internal_value=0 0.00033924 -0.000280787 internal_weight=0 73.4785 126.412 internal_count=2466 970 1496 is_linear=0 shrinkage=0.00127598 Tree=1928 num_leaves=4 num_cat=0 split_feature=1 16 1429 split_gain=11.3527 16.8887 11.2713 threshold=1.0000000180025095e-35 0.0060650000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021910016401857537 -0.00033435475330857392 8.7032937908034728e-05 7.0112560163492193e-05 leaf_weight=35.230628216639161 5.7429829686880103 25.149747167481109 146.78855348005891 leaf_count=996 68 275 1103 internal_value=0 -9.1664e-05 5.46498e-05 internal_weight=0 60.3804 152.532 internal_count=2442 1271 1171 is_linear=0 shrinkage=0.00028582 Tree=1929 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=12.0519 11.4335 threshold=0.091330000000000008 0.27190000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.2951587327092777e-05 -0.0021592526067104024 0.00078407318224016484 leaf_weight=166.23621969297528 4.3693214915692797 35.335447872057557 leaf_count=2156 29 278 internal_value=0 8.58844e-05 internal_weight=0 201.572 internal_count=2463 2434 is_linear=0 shrinkage=0.00135407 Tree=1930 num_leaves=4 num_cat=0 split_feature=376 43 52 split_gain=11.9296 11.4651 3.99033 threshold=1.0000000180025095e-35 0.25619500000000001 -0.088089999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1543475788471017e-05 1.482059409344159e-06 -0.0017664001537615504 0.0013985338920838204 leaf_weight=176.68744327547029 5.1791676422581103 7.3382080532610408 13.461618198081849 leaf_count=2177 37 145 98 internal_value=0 -0.000120958 0.0010127 internal_weight=0 184.026 18.6408 internal_count=2457 2322 135 is_linear=0 shrinkage=0.00135407 Tree=1931 num_leaves=4 num_cat=0 split_feature=133 14 1 split_gain=11.1953 11.0668 1.01527 threshold=0.14391000000000001 0.076175000000000007 0.10828500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7090476399013227e-05 -0.00038271695046247756 -0.00038141792047254134 -6.4481897001135311e-05 leaf_weight=205.33499275380746 7.7055297452025098 6.5975747127085915 1.3129135891795156 leaf_count=2175 238 72 17 internal_value=0 3.35564e-05 -0.000337747 internal_weight=0 211.933 9.01844 internal_count=2502 2247 255 is_linear=0 shrinkage=0.000328318 Tree=1932 num_leaves=4 num_cat=0 split_feature=13 39 13 split_gain=11.8604 10.9809 2.17616 threshold=-0.24588999999999997 0.15619500000000003 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021951994305410499 -0.00022015165374930962 0.0015733154558536166 0.0011996870648433881 leaf_weight=4.8818402513861683 178.18642410286702 5.1762982942163935 11.628628350794314 leaf_count=32 2315 22 91 internal_value=0 -0.000168593 0.000913301 internal_weight=0 183.363 16.5105 internal_count=2460 2337 123 is_linear=0 shrinkage=0.00122643 Tree=1933 num_leaves=4 num_cat=0 split_feature=14 130 14 split_gain=12.4541 11.1069 0.507088 threshold=0.062655000000000016 1.0000000180025095e-35 0.087740000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7107268046967045e-05 -0.00027952629711454937 -0.0002751152696343669 -0.00046382131679575131 leaf_weight=190.35046633821912 3.0657923743128768 10.368839759146793 3.537494302727282 leaf_count=2035 43 309 38 internal_value=0 1.13503e-05 -0.000384344 internal_weight=0 200.719 6.60329 internal_count=2425 2344 81 is_linear=0 shrinkage=0.00028582 Tree=1934 num_leaves=4 num_cat=0 split_feature=3 481 0 split_gain=10.8675 9.49832 1.83167 threshold=0.18307500000000002 -0.0079799999999999992 -0.11524 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012287189759672907 0.00058905290367109017 5.9143884511783049e-06 0.001612725966915192 leaf_weight=9.7687776039820147 4.761291915550828 182.18075681454502 6.3463490772992355 leaf_count=262 58 2085 57 internal_value=0 -5.75988e-05 0.00118419 internal_weight=0 191.95 11.1076 internal_count=2462 2347 115 is_linear=0 shrinkage=0.00122643 Tree=1935 num_leaves=4 num_cat=0 split_feature=52 1 42 split_gain=11.2424 10.2567 5.63342 threshold=-0.24526499999999998 0.13554500000000003 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014748165045073655 9.8129499696415521e-06 0.0013046347194806611 0.00059940395213507898 leaf_weight=13.362277686363088 171.3382678932976 12.411261231638489 3.0008082799613467 leaf_count=276 2052 134 24 internal_value=0 9.80122e-05 -0.00109294 internal_weight=0 183.75 16.3631 internal_count=2486 2186 300 is_linear=0 shrinkage=0.00138116 Tree=1936 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=12.2972 15.0724 1.34781 threshold=-0.16901999999999998 1.0000000180025095e-35 0.022290000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001027357242185598 -0.00064356329893345404 0.00010465141319334728 0.00033457864452684594 leaf_weight=15.032004608772697 48.903223199304193 134.91465899068862 5.1761870654299846 leaf_count=128 1222 1068 21 internal_value=0 -9.46755e-05 0.000852728 internal_weight=0 183.818 20.2082 internal_count=2439 2290 149 is_linear=0 shrinkage=0.00115569 Tree=1937 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=11.7704 10.6446 threshold=-0.036024999999999995 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035885688412850181 -0.00028351138354364136 -3.4298357737029334e-06 leaf_weight=7.6463243998587123 13.24761017039418 190.49848954658955 leaf_count=74 123 2264 internal_value=0 -2.17865e-05 internal_weight=0 203.746 internal_count=2461 2387 is_linear=0 shrinkage=0.000303315 Tree=1938 num_leaves=4 num_cat=0 split_feature=123 133 42 split_gain=14.9061 13.9438 4.02205 threshold=1.0000000180025095e-35 0.098810000000000023 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4348475570459485e-05 -3.6583724459419306e-05 -0.000379102773100137 0.00028444008153637027 leaf_weight=172.83473180257715 5.6159318834543255 13.048434218391774 23.436924332752824 leaf_count=1919 24 350 189 internal_value=0 -4.01659e-05 0.000222484 internal_weight=0 185.883 29.0529 internal_count=2482 2269 213 is_linear=0 shrinkage=0.000341582 Tree=1939 num_leaves=4 num_cat=0 split_feature=15 484 4 split_gain=12.5412 11.6863 11.5098 threshold=0.035895000000000003 -0.0068949999999999992 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019962861705386591 -0.00022163095756530497 4.44177347546514e-05 0.00029599648440371812 leaf_weight=16.863854886032641 29.955416542943567 166.71428110217676 3.7014788687229148 leaf_count=304 915 1266 16 internal_value=0 2.18911e-05 -0.000163911 internal_weight=0 183.578 33.6569 internal_count=2501 1570 931 is_linear=0 shrinkage=0.000280216 Tree=1940 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=9.67492 23.0485 17.6864 threshold=-0.10674499999999999 0.12230500000000001 -0.075434999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065003441938809876 -0.00092449907243053299 -0.0019749147153660328 0.00016393858089726958 leaf_weight=66.29039637837559 44.902269765734673 6.9505105316638938 77.452957457164302 leaf_count=393 1253 37 767 internal_value=0 0.000398294 -0.000235979 internal_weight=0 73.2409 122.355 internal_count=2450 430 2020 is_linear=0 shrinkage=0.00138116 Tree=1941 num_leaves=4 num_cat=0 split_feature=14 13 16 split_gain=11.3072 11.1645 0.539214 threshold=0.076175000000000007 -0.090514999999999984 -0.10772499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075812690377631087 -0.0014876337952250706 -0.00014881733168610914 -0.0025270994816311426 leaf_weight=43.943989582825452 3.1933039892464876 152.04723225021735 3.3255817545577875 leaf_count=371 36 2016 44 internal_value=0 5.48491e-05 -0.00205163 internal_weight=0 195.991 6.51889 internal_count=2467 2387 80 is_linear=0 shrinkage=0.00158651 Tree=1942 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=10.0981 10.9781 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033423402243283986 7.2598825041962658e-05 -6.045487823124037e-05 leaf_weight=6.8368080761283627 79.070020880550146 126.34603959368542 leaf_count=70 431 1963 internal_value=0 -9.22737e-06 internal_weight=0 205.416 internal_count=2464 2394 is_linear=0 shrinkage=0.000280216 Tree=1943 num_leaves=4 num_cat=0 split_feature=159 1213 12 split_gain=10.7302 11.6557 4.78124 threshold=-0.032739999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00054359008063827974 -0.0010167270233356939 0.00020362886752028458 -0.0013758962556513806 leaf_weight=2.6093678753823033 14.27227788325399 169.2162327952683 12.257832692936061 leaf_count=14 390 1711 309 internal_value=0 0.000108144 -0.00103746 internal_weight=0 183.489 14.8672 internal_count=2424 2101 323 is_linear=0 shrinkage=0.00130149 Tree=1944 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=12.2492 13.2498 5.65685 threshold=-0.0068949999999999992 -0.42985499999999993 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032905653979280208 -0.00034739991904190451 4.589063360365695e-05 0.00017698677841135747 leaf_weight=14.935393670806663 9.2090824660845083 185.60738491127267 2.625967761501669 leaf_count=389 208 1846 15 internal_value=0 2.71107e-05 -0.000252745 internal_weight=0 194.816 17.5614 internal_count=2458 2054 404 is_linear=0 shrinkage=0.00032188 Tree=1945 num_leaves=4 num_cat=0 split_feature=4 454 48 split_gain=16.1233 14.831 10.9054 threshold=0.27190000000000009 1.0000000180025095e-35 0.12118000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4972460921858704e-05 0.00020889946171500176 0.00037069500585449336 -0.00024893033512488457 leaf_weight=160.22553889150731 36.011112064123154 6.7765113674104205 5.1761010810732833 leaf_count=2154 269 24 23 internal_value=0 -5.66522e-05 0.000150844 internal_weight=0 167.002 41.1872 internal_count=2470 2178 292 is_linear=0 shrinkage=0.000297367 Tree=1946 num_leaves=4 num_cat=0 split_feature=160 484 52 split_gain=11.0161 10.2715 0.0869924 threshold=-0.40446999999999994 -0.0068949999999999992 0.2800700000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010498191854221781 -0.00081699590455230583 0.00017013334569818575 -0.0015442815667728858 leaf_weight=1.8994406037963907 18.911632937844843 175.33374672522768 6.1107963246759027 leaf_count=53 404 1865 134 internal_value=0 7.36116e-05 -0.00144312 internal_weight=0 194.245 8.01024 internal_count=2456 2269 187 is_linear=0 shrinkage=0.00127598 Tree=1947 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=16.6996 24.3997 13.5914 threshold=1.0000000180025095e-35 -0.10092 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016114335066826229 -9.7432780187324344e-05 -0.00026464644559399562 0.0001079233897125864 leaf_weight=17.681664672680199 39.948147439397871 40.720678962999955 114.1173785077408 leaf_count=67 494 1212 708 internal_value=0 -0.000135674 5.46438e-05 internal_weight=0 58.4023 154.066 internal_count=2481 1279 1202 is_linear=0 shrinkage=0.000303315 Tree=1948 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=10.2401 10.5035 threshold=-0.52082499999999987 -0.11437499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018690417304765127 0.00049866473846937875 -0.00010869582119459711 leaf_weight=4.1257833447307339 67.113868578337133 132.05618475005031 leaf_count=43 368 2037 internal_value=0 9.61302e-05 internal_weight=0 199.17 internal_count=2448 2405 is_linear=0 shrinkage=0.00125096 Tree=1949 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=13.4841 19.2537 10.5728 threshold=0.099515000000000006 -0.10072999999999999 -0.067359999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012566015675561152 0.00023523605187301212 -0.00016537584031057015 3.3867296725987318e-06 leaf_weight=36.181754269637167 35.025393362157047 85.637625985546038 59.267084116116166 leaf_count=222 265 1606 399 internal_value=0 -7.88988e-05 8.96851e-05 internal_weight=0 121.819 94.2925 internal_count=2492 1828 664 is_linear=0 shrinkage=0.000334884 Tree=1950 num_leaves=4 num_cat=0 split_feature=160 42 15 split_gain=11.0993 11.3886 0.189972 threshold=-0.40446999999999994 -0.0044549999999999998 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018584695801258165 -0.0001295911804402554 6.3212751530040921e-05 -0.00036318601620443161 leaf_weight=1.0434970771893857 35.396767801837996 168.34546700143255 6.8118557259440413 leaf_count=10 639 1607 182 internal_value=0 2.96635e-05 -0.000342571 internal_weight=0 203.742 7.85535 internal_count=2438 2246 192 is_linear=0 shrinkage=0.000309381 Tree=1951 num_leaves=4 num_cat=0 split_feature=15 51 1 split_gain=12.7775 12.0633 8.67412 threshold=0.082725000000000007 -0.40274499999999996 0.12864500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043869208141683537 -0.00027918327382334178 4.6442133183046643e-05 0.00027713963763647246 leaf_weight=5.8248555217869571 24.870573505526412 181.2618993036449 3.5042458027601233 leaf_count=92 880 1512 17 internal_value=0 3.10844e-05 -0.000209659 internal_weight=0 187.087 28.3748 internal_count=2501 1604 897 is_linear=0 shrinkage=0.000334884 Tree=1952 num_leaves=4 num_cat=0 split_feature=4 15 4 split_gain=12.6643 11.4703 1.84088 threshold=-0.49367499999999992 0.084050000000000014 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015653566262160094 5.5390840146565974e-05 -0.00017360562618862628 -0.00042316294171167672 leaf_weight=4.7676362209022045 169.01819901377894 27.286931893555447 7.3598808497190458 leaf_count=35 1513 827 83 internal_value=0 2.34789e-05 -0.000320736 internal_weight=0 196.305 12.1275 internal_count=2458 2340 118 is_linear=0 shrinkage=0.000328318 Tree=1953 num_leaves=4 num_cat=0 split_feature=15 1456 16 split_gain=14.1911 10.6593 8.65123 threshold=0.082725000000000007 1.0000000180025095e-35 -0.25747499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025397523972477045 0.00078854072378174895 -0.0016109159702006209 -0.0013162852733656319 leaf_weight=173.02446232712828 4.8553786948323276 6.4579248230438671 21.93690683087334 leaf_count=1443 44 155 835 internal_value=0 0.000185912 -0.000933148 internal_weight=0 179.482 26.7923 internal_count=2477 1598 879 is_linear=0 shrinkage=0.00143696 Tree=1954 num_leaves=4 num_cat=0 split_feature=123 39 42 split_gain=15.5977 11.8243 4.96057 threshold=1.0000000180025095e-35 0.16946000000000003 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.033510786404037e-05 -7.238661461670598e-05 0.00040089668253941136 0.00026269282114169026 leaf_weight=174.11927752639167 5.3277406096458462 5.6058858186006537 24.053228774107993 leaf_count=2190 22 22 194 internal_value=0 -4.5708e-05 0.000201888 internal_weight=0 179.725 29.381 internal_count=2428 2212 216 is_linear=0 shrinkage=0.000315569 Tree=1955 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=10.4096 11.7672 threshold=-1.0000000180025095e-35 -0.10939499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0016498207609301515 0.00070092985056947801 -0.00019778146985641182 leaf_weight=7.0591515628620973 33.402043157722801 162.67033787281252 leaf_count=72 225 2182 internal_value=0 -4.43682e-05 internal_weight=0 196.072 internal_count=2479 2407 is_linear=0 shrinkage=0.00138116 Tree=1956 num_leaves=4 num_cat=0 split_feature=52 38 47 split_gain=11.1184 10.4415 5.59976 threshold=-0.24526499999999998 0.10208000000000002 0.11635500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016780316765740457 0.00021913009315249239 -0.0023512221150796464 0.00054411378341533904 leaf_weight=11.750598826678468 186.79883835860528 3.6373018976300946 3.3314026538282624 leaf_count=250 2149 29 34 internal_value=0 0.000168684 -0.0011868 internal_weight=0 190.436 15.082 internal_count=2462 2178 284 is_linear=0 shrinkage=0.00152491 Tree=1957 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=11.6086 13.9468 4.06903 threshold=1.0000000180025095e-35 -0.097754999999999995 0.085090000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045365830149123211 0.0003483901169609114 -0.00039800211938027834 0.0014611593483216303 leaf_weight=52.421697161626071 13.830611089244487 121.46635605022311 11.497564741410313 leaf_count=349 97 1918 109 internal_value=0 -0.000141127 0.000857732 internal_weight=0 173.888 25.3282 internal_count=2473 2267 206 is_linear=0 shrinkage=0.00138116 Tree=1958 num_leaves=4 num_cat=0 split_feature=133 403 1 split_gain=11.2131 11.2777 4.11427 threshold=-0.10210999999999999 -0.088654999999999984 0.13730000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016401279637937648 -0.0014495724499605745 0.00021079588549605319 0.0008431427349809348 leaf_weight=10.613896200666202 9.1243675036821497 181.29048305307515 1.5838430318981398 leaf_count=284 312 1868 19 internal_value=0 0.000130429 -0.00131295 internal_weight=0 190.415 12.1977 internal_count=2483 2180 303 is_linear=0 shrinkage=0.00146569 Tree=1959 num_leaves=4 num_cat=0 split_feature=1 47 16 split_gain=12.0562 11.4935 10.9431 threshold=1.0000000180025095e-35 0.085770000000000027 0.0060650000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025352200926834125 8.8189275212431517e-05 -0.00013476090865335136 4.1437256666384981e-05 leaf_weight=36.339863993227482 116.8326759012416 33.213408784009516 22.965080230496824 leaf_count=997 948 237 278 internal_value=0 3.87745e-05 -0.00013944 internal_weight=0 150.046 59.3049 internal_count=2460 1185 1275 is_linear=0 shrinkage=0.000334884 Tree=1960 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=12.9014 26.1884 15.3432 threshold=0.090515000000000012 -0.12077499999999998 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018561140972149772 -0.00030538782402682996 -0.00020485281724231879 0.00010854518672089975 leaf_weight=25.896620293147862 10.483207885175942 64.230767173459753 108.82009397447109 leaf_count=130 107 1441 766 internal_value=0 -9.25683e-05 7.19206e-05 internal_weight=0 90.1274 119.303 internal_count=2444 1571 873 is_linear=0 shrinkage=0.000328318 Tree=1961 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=12.7583 13.873 12.0855 threshold=0.079890000000000017 -0.17157499999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021605513615736063 0.00012067132072723328 -0.0001720923699085401 -1.4787834444074254e-05 leaf_weight=36.753657527267933 22.9174923915416 72.094041349599138 72.530912757851183 leaf_count=236 157 1642 412 internal_value=0 -0.000101417 6.2989e-05 internal_weight=0 95.0115 109.285 internal_count=2447 1799 648 is_linear=0 shrinkage=0.000328318 Tree=1962 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=14.1375 12.9212 11.0009 threshold=0.099325000000000011 -0.12077499999999998 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001178476063799229 -0.00021113760396860554 -0.00011135235007184426 0.0001213298188779559 leaf_weight=25.472717177122831 8.9388419613242132 93.693776414962485 80.607861449941993 leaf_count=132 89 1678 550 internal_value=0 -6.22945e-05 8.79196e-05 internal_weight=0 119.166 89.5467 internal_count=2449 1810 639 is_linear=0 shrinkage=0.00028582 Tree=1963 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=16.2062 11.2132 10.0814 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2102264913446031e-05 0.00015235209468410698 -0.00012636876621030987 -7.3029852934377174e-05 leaf_weight=26.250194295309484 61.05599342379719 98.236777061829343 24.532018416561186 leaf_count=142 447 1679 151 internal_value=0 -8.02591e-05 8.774e-05 internal_weight=0 124.487 85.588 internal_count=2419 1821 598 is_linear=0 shrinkage=0.000297367 Tree=1964 num_leaves=4 num_cat=0 split_feature=1456 1429 160 split_gain=11.3017 10.666 1.23516 threshold=1.0000000180025095e-35 0.084545000000000009 -0.14835999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7384677674450205e-06 -0.00025329426564063139 0.00133356338236883 -0.0021199727102059031 leaf_weight=178.89510254445486 1.1146366361062972 17.211891910992563 6.6265317802317432 leaf_count=2129 32 128 188 internal_value=0 0.000121149 -0.00185864 internal_weight=0 196.107 7.74117 internal_count=2477 2257 220 is_linear=0 shrinkage=0.00161824 Tree=1965 num_leaves=4 num_cat=0 split_feature=123 133 42 split_gain=12.4964 11.8663 8.4285 threshold=1.0000000180025095e-35 0.10599500000000002 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0854750182100152e-05 -0.0013648731719950432 -0.0019892968879848807 0.0015197079545273503 leaf_weight=166.79168918263167 3.3814122974872616 9.9719362531322968 21.33644597325474 leaf_count=1957 19 314 189 internal_value=0 -0.000180272 0.00112072 internal_weight=0 176.764 24.7179 internal_count=2479 2271 208 is_linear=0 shrinkage=0.00171729 Tree=1966 num_leaves=4 num_cat=0 split_feature=14 457 14 split_gain=10.9367 11.1529 1.0024 threshold=0.076175000000000007 0.080930000000000016 0.093890000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012849266626192472 -0.0010825104829227871 0.00069560916714205337 -0.0021104012344787941 leaf_weight=162.55239214072935 3.6658836621791115 31.884149232879281 3.369560263119638 leaf_count=2185 52 188 30 internal_value=0 6.968e-06 -0.00160016 internal_weight=0 194.437 7.03544 internal_count=2455 2373 82 is_linear=0 shrinkage=0.00127598 Tree=1967 num_leaves=4 num_cat=0 split_feature=130 14 49 split_gain=12.4641 10.9313 1.38658 threshold=1.0000000180025095e-35 0.076175000000000007 -0.084294999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015551515641594476 -8.4565137416338766e-05 -0.0015706478553205883 -0.0014998143058812168 leaf_weight=184.76870956388302 1.3505549728870381 6.3188429549336425 9.5405690786428732 leaf_count=2068 9 73 325 internal_value=0 9.75484e-05 -0.00132696 internal_weight=0 191.088 10.8911 internal_count=2475 2141 334 is_linear=0 shrinkage=0.00130149 Tree=1968 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=11.6601 10.9541 threshold=0.09586500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00051931009667624973 -0.0027664980017985045 0.0002385879192245641 leaf_weight=56.489481745054945 3.1436691973358384 148.21435529738665 leaf_count=1271 22 1198 internal_value=0 2.9271e-05 internal_weight=0 204.704 internal_count=2491 2469 is_linear=0 shrinkage=0.00146569 Tree=1969 num_leaves=3 num_cat=0 split_feature=31 457 split_gain=10.3381 10.3116 threshold=-1.0000000180025095e-35 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0016290972764822329 -0.00024937693570748745 0.00056909506708548315 leaf_weight=6.3929983563721171 161.09680433291942 34.103535613976419 leaf_count=66 2212 201 internal_value=0 -0.000106137 internal_weight=0 195.2 internal_count=2479 2413 is_linear=0 shrinkage=0.00135407 Tree=1970 num_leaves=4 num_cat=0 split_feature=4 52 150 split_gain=13.5666 15.9642 6.78242 threshold=0.27626000000000001 -0.046989999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0013561891733164e-05 -0.00017897528101985021 -0.00012947543167144706 0.00021674940655210786 leaf_weight=79.326262833783403 4.6760384812951079 91.574217108311132 31.907932034693658 leaf_count=699 21 1483 256 internal_value=0 -4.15393e-05 0.000165777 internal_weight=0 170.9 36.584 internal_count=2459 2182 277 is_linear=0 shrinkage=0.000309381 Tree=1971 num_leaves=4 num_cat=0 split_feature=1456 41 11 split_gain=10.9059 10.1849 2.18556 threshold=-1.0000000180025095e-35 0.088180000000000008 0.076270000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013302052839462709 0.00019715330701596957 -0.0011366924230445654 0.00015638202200064167 leaf_weight=8.2921981578692776 186.82534588570707 7.8614155920222393 1.5410114256665099 leaf_count=226 2148 68 13 internal_value=0 0.00014267 -0.0010981 internal_weight=0 194.687 9.83321 internal_count=2455 2216 239 is_linear=0 shrinkage=0.00115569 Tree=1972 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=10.1227 9.93098 0.652312 threshold=-0.39935999999999994 0.11264000000000002 -0.067684999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052032086957934343 4.2927387421961615e-05 -0.00025600839830154231 -0.00027761700988479347 leaf_weight=2.2698001004755497 201.54902344988659 10.219613142544402 2.6334884196985504 leaf_count=26 2050 301 103 internal_value=0 2.83736e-05 -0.000399076 internal_weight=0 211.769 4.90329 internal_count=2480 2351 129 is_linear=0 shrinkage=0.000297367 Tree=1973 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=13.5727 17.7853 4.02293 threshold=0.12158500000000001 0.12879500000000002 0.090100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7908916308727742e-05 0.00028212735126753553 -0.00067383423303440037 4.9423456497692048e-05 leaf_weight=176.64901222381741 19.799027994275093 4.2776291635818771 12.638645946979521 leaf_count=2197 189 30 72 internal_value=0 -3.3824e-05 0.000191941 internal_weight=0 180.927 32.4377 internal_count=2488 2227 261 is_linear=0 shrinkage=0.00032188 Tree=1974 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=9.6952 18.7783 14.3988 threshold=-0.10674499999999999 -0.074494999999999992 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.1429685675788498e-05 -0.00080592919654653777 0.00018546975095827523 0.0012069273998444453 leaf_weight=57.810689963400364 44.710526700597256 79.990490455878899 22.441120244562626 leaf_count=349 1273 753 95 internal_value=0 -0.000170392 0.000375777 internal_weight=0 124.701 80.2518 internal_count=2470 2026 444 is_linear=0 shrinkage=0.00122643 Tree=1975 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=10.8715 12.0661 4.96882 threshold=0.27626000000000001 -0.10674499999999999 0.11865500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0853919015842816e-05 0.00021964731189098145 -8.8523583992594279e-05 -0.00011415148984460895 leaf_weight=62.385201246477664 31.762703038752079 114.34581551630981 5.5886544436216345 leaf_count=337 249 1882 22 internal_value=0 -2.51868e-05 0.000169511 internal_weight=0 176.731 37.3514 internal_count=2490 2219 271 is_linear=0 shrinkage=0.000328318 Tree=1976 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=13.2139 12.8355 3.51642 threshold=-0.24526499999999998 0.10384000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.2258532540430118e-05 -3.889878387789311e-05 0.00011678420737804745 -0.00032057989056137213 leaf_weight=3.0328827518969801 125.58301643445157 74.528132226318121 13.548599108820779 leaf_count=17 1703 500 272 internal_value=0 1.91157e-05 -0.000256259 internal_weight=0 200.111 16.5815 internal_count=2492 2203 289 is_linear=0 shrinkage=0.000297367 Tree=1977 num_leaves=4 num_cat=0 split_feature=14 0 14 split_gain=11.0501 12.2567 0.227196 threshold=0.076175000000000007 -0.10674499999999999 0.093890000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058156451277738437 -0.0012712642959176251 -0.00011611947681516131 -0.0019001877717616928 leaf_weight=73.536735171452165 3.6235039094462982 123.65345021430403 3.2158821718767285 leaf_count=380 52 2005 30 internal_value=0 0.000144245 -0.00159283 internal_weight=0 197.19 6.83939 internal_count=2467 2385 82 is_linear=0 shrinkage=0.00135407 Tree=1978 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=9.86691 10.5015 threshold=-1.0000000180025095e-35 0.27058000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0015877588489984294 -0.00021406845903853923 0.00056865834674658174 leaf_weight=6.4728682776913038 157.88069358398207 37.237764236517251 leaf_count=68 2134 264 internal_value=0 -6.4447e-05 internal_weight=0 195.118 internal_count=2466 2398 is_linear=0 shrinkage=0.00132752 Tree=1979 num_leaves=4 num_cat=0 split_feature=41 0 12 split_gain=12.6649 12.7332 1.65595 threshold=0.083035000000000012 -0.10674499999999999 0.081180000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047586500612417144 -0.00076421535235795732 -0.00017853982499486723 -0.0018025473015599533 leaf_weight=71.685907168313861 4.4351744391024095 118.49223591363989 5.4275739509612322 leaf_count=389 37 1972 47 internal_value=0 6.82669e-05 -0.00134944 internal_weight=0 190.178 9.86275 internal_count=2445 2361 84 is_linear=0 shrinkage=0.00122643 Tree=1980 num_leaves=4 num_cat=0 split_feature=1213 51 484 split_gain=12.9817 11.9098 2.88589 threshold=-1.0000000180025095e-35 -0.097374999999999975 0.0060150000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003507085708988155 -0.00019968087635383535 4.738387141170468e-05 0.00011143039292957222 leaf_weight=11.380706170340998 20.7943249293603 174.96999580180272 1.4048395920544852 leaf_count=345 278 1802 33 internal_value=0 2.10412e-05 -0.000299404 internal_weight=0 195.764 12.7855 internal_count=2458 2080 378 is_linear=0 shrinkage=0.000309381 Tree=1981 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=11.4569 11.5369 threshold=-0.51118499999999989 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045422063048287232 -9.2684253180062407e-06 0.00016351659473894906 leaf_weight=3.8190880953334263 177.59352457989007 34.781473901122808 leaf_count=42 2174 259 internal_value=0 1.91005e-05 internal_weight=0 212.375 internal_count=2475 2433 is_linear=0 shrinkage=0.000274722 Tree=1982 num_leaves=4 num_cat=0 split_feature=3 50 0 split_gain=10.1099 9.43198 2.65909 threshold=0.17646500000000004 0.083640000000000006 -0.11749 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8461084008909498e-05 0.00054389352870747043 -0.00099227460314824968 0.0019736486342735613 leaf_weight=166.57755747251213 5.3640427654609084 21.924662658013403 6.5469570215791446 leaf_count=1870 62 459 58 internal_value=0 -7.31039e-05 0.00134083 internal_weight=0 188.502 11.911 internal_count=2449 2329 120 is_linear=0 shrinkage=0.00149501 Tree=1983 num_leaves=4 num_cat=0 split_feature=52 0 16 split_gain=10.8658 11.1208 1.14133 threshold=-0.40306999999999998 -0.074249999999999997 0.25123500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013283209494938613 -0.00014074065082905627 0.00049819187413694039 -0.0014188308540900871 leaf_weight=1.3685193576384325 119.51641339878552 75.014202669961378 9.0298450852278602 leaf_count=39 1619 584 206 internal_value=0 0.000105787 -0.0012528 internal_weight=0 194.531 10.3984 internal_count=2448 2203 245 is_linear=0 shrinkage=0.00130149 Tree=1984 num_leaves=4 num_cat=0 split_feature=1429 0 157 split_gain=10.1255 11.3815 0.485974 threshold=-1.0000000180025095e-35 -0.062109999999999992 -0.082819999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090392826623263546 -7.7812718368066414e-05 0.0005908694917844189 -0.0017961232370449843 leaf_weight=1.8612379508558659 140.1937482629437 62.14102725032717 4.3216222447808823 leaf_count=42 1981 411 79 internal_value=0 0.000127766 -0.0015484 internal_weight=0 202.335 6.18286 internal_count=2513 2392 121 is_linear=0 shrinkage=0.00130149 Tree=1985 num_leaves=4 num_cat=0 split_feature=159 0 15 split_gain=15.9079 11.6393 3.19569 threshold=-0.032739999999999991 -0.062109999999999992 -0.46714499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.6217507740543681e-05 -4.0227646340700646e-05 0.00012391105147815999 -0.00035630389446769873 leaf_weight=1.9916282854974294 126.97899683890864 64.929535193368793 14.621003656182436 leaf_count=10 1715 436 316 internal_value=0 1.53462e-05 -0.000305545 internal_weight=0 191.909 16.6126 internal_count=2477 2151 326 is_linear=0 shrinkage=0.000315569 Tree=1986 num_leaves=4 num_cat=0 split_feature=15 39 50 split_gain=12.1933 11.0688 5.80186 threshold=-0.24269999999999997 0.16946000000000003 0.086295000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026586279944382224 -7.6204104007309971e-05 0.00039586326307927266 -0.00013490180495300159 leaf_weight=17.447807830758396 187.58678787597455 4.9703522995114318 4.4494074340909711 leaf_count=173 2256 16 25 internal_value=0 -6.3796e-05 0.000184157 internal_weight=0 192.557 21.8972 internal_count=2470 2272 198 is_linear=0 shrinkage=0.000315569 Tree=1987 num_leaves=4 num_cat=0 split_feature=3 40 0 split_gain=12.3712 11.511 1.92812 threshold=0.17646500000000004 -0.074429999999999982 -0.11749 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018793868202370573 0.00015142003198471144 -4.9145745286230304e-05 0.00040650803515876238 leaf_weight=22.948011672124267 5.2884862367063761 176.33502363110892 7.1935221562162024 leaf_count=161 58 2160 61 internal_value=0 -2.17546e-05 0.000300737 internal_weight=0 199.283 12.482 internal_count=2440 2321 119 is_linear=0 shrinkage=0.000315569 Tree=1988 num_leaves=4 num_cat=0 split_feature=15 31 14 split_gain=11.6277 9.80744 4.96191 threshold=-0.24269999999999997 -1.0000000180025095e-35 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.9561795522879541e-05 0.0003503551162454338 -3.3617555428842737e-05 0.00030867595978923166 leaf_weight=9.8506188346073049 5.4882636908441773 183.69702182081528 12.964456469751893 leaf_count=79 38 2213 124 internal_value=0 -2.22779e-05 0.000193244 internal_weight=0 189.185 22.8151 internal_count=2454 2251 203 is_linear=0 shrinkage=0.00028582 Tree=1989 num_leaves=4 num_cat=0 split_feature=12 49 47 split_gain=12.1916 13.468 8.86099 threshold=0.084045000000000022 -0.047749999999999994 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011129477279869012 0.00013458387848368998 -0.00013164841414946469 -7.5061984208953206e-05 leaf_weight=95.209147183224559 20.789429218508303 71.084069998469204 27.986259709112346 leaf_count=673 117 1560 153 internal_value=0 -7.1314e-05 6.89305e-05 internal_weight=0 91.8735 123.195 internal_count=2503 1677 826 is_linear=0 shrinkage=0.000291537 Tree=1990 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=12.9656 15.7178 15.2628 threshold=1.0000000180025095e-35 0.045760000000000002 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023024773728278777 -0.00028267958038147268 9.4321213364220626e-05 5.9240274160221471e-05 leaf_weight=40.178535567829385 11.919925831258295 18.431226458400488 142.73060895409435 leaf_count=1207 146 62 1057 internal_value=0 -0.000128194 3.27008e-05 internal_weight=0 58.6098 154.651 internal_count=2472 1269 1203 is_linear=0 shrinkage=0.000291537 Tree=1991 num_leaves=4 num_cat=0 split_feature=1 0 130 split_gain=13.7447 17.1538 10.8552 threshold=1.0000000180025095e-35 -0.055219999999999998 -0.068174999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015658288342763587 0.0015203999286391391 0.00033487857918870041 4.4567745721630018e-05 leaf_weight=31.232683033449575 15.020890317857264 21.970878584310412 132.27151775499806 leaf_count=1143 78 121 1136 internal_value=0 -0.00078186 0.000196114 internal_weight=0 53.2036 147.292 internal_count=2478 1264 1214 is_linear=0 shrinkage=0.00165061 Tree=1992 num_leaves=3 num_cat=0 split_feature=51 472 split_gain=10.6895 8.91277 threshold=-0.40274499999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017389137500397128 -0.0015344984555188195 0.00012682561885368193 leaf_weight=5.7704216442070893 5.7544739570002994 190.46008262527175 leaf_count=87 122 2232 internal_value=0 7.72558e-05 internal_weight=0 196.215 internal_count=2441 2354 is_linear=0 shrinkage=0.00132752 Tree=1993 num_leaves=4 num_cat=0 split_feature=1 15 2 split_gain=13.8002 12.8361 5.54211 threshold=0.11588000000000001 0.082725000000000007 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0681141134005748e-05 7.480812284275476e-05 -0.0002866961823035624 0.0003309799991134187 leaf_weight=144.15516352723353 29.556571565568447 21.502901845844463 12.376059789210556 leaf_count=1286 231 850 96 internal_value=0 -5.5381e-05 0.000151095 internal_weight=0 165.658 41.9326 internal_count=2463 2136 327 is_linear=0 shrinkage=0.00032188 Tree=1994 num_leaves=4 num_cat=0 split_feature=14 147 14 split_gain=10.6144 11.5224 0.781394 threshold=0.062655000000000016 1.0000000180025095e-35 0.087740000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5462745129114124e-05 -0.0012571616269043758 0.0010937683544454697 -0.0024211728722225261 leaf_weight=175.24705867166631 2.9155029151588669 22.263696142472327 3.1999640027061105 leaf_count=2267 44 128 38 internal_value=0 8.35e-05 -0.00189882 internal_weight=0 197.511 6.11547 internal_count=2477 2395 82 is_linear=0 shrinkage=0.00149501 Tree=1995 num_leaves=4 num_cat=0 split_feature=13 123 48 split_gain=12.0922 11.499 1.58271 threshold=-0.23438999999999996 1.0000000180025095e-35 0.085700000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069446914260578023 -0.00029021849032343877 0.00072768260059345648 0.0015546331726049864 leaf_weight=11.214485194534065 159.62440261035226 22.179276566952467 5.882238056510686 leaf_count=93 2156 185 40 internal_value=0 -0.000165667 0.000998604 internal_weight=0 181.804 17.0967 internal_count=2474 2341 133 is_linear=0 shrinkage=0.00132752 Tree=1996 num_leaves=4 num_cat=0 split_feature=52 1373 42 split_gain=11.6616 10.28 6.57739 threshold=-0.24526499999999998 0.099250000000000019 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015534170226201825 0.00018157883663917108 -0.0022384013500213991 0.00079360763964650058 leaf_weight=12.246654201764612 185.33882015757263 3.2985054142773143 2.7188456421717992 leaf_count=271 2183 19 23 internal_value=0 0.00013796 -0.0011243 internal_weight=0 188.637 14.9655 internal_count=2496 2202 294 is_linear=0 shrinkage=0.00138116 Tree=1997 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=11.3997 15.0082 6.06578 threshold=0.048375000000000008 -0.10115999999999999 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010988550950107059 -3.4785184963379085e-05 -6.9692673994666308e-05 0.00031918009360368656 leaf_weight=54.570574027486145 5.8476088717579868 142.897893861169 13.612346637994049 leaf_count=343 22 2048 111 internal_value=0 -2.00319e-05 0.000213225 internal_weight=0 197.468 19.46 internal_count=2524 2391 133 is_linear=0 shrinkage=0.000291537 Tree=1998 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=10.8197 13.8096 threshold=-0.52082499999999987 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0021253998781804052 -0.00010064078044906944 0.00079916673316159721 leaf_weight=3.5562774920836082 167.44445213442668 31.636964127421379 leaf_count=39 2172 262 internal_value=0 4.27207e-05 internal_weight=0 199.081 internal_count=2473 2434 is_linear=0 shrinkage=0.00125096 Tree=1999 num_leaves=4 num_cat=0 split_feature=160 133 484 split_gain=12.1738 11.0842 0.0918737 threshold=-0.25833999999999996 -0.39935999999999994 0.044540000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035843150133925693 -0.00040470596275287622 3.2022900204512712e-05 -0.00024165282871572126 leaf_weight=6.8324935147538763 5.1648740426171562 196.76258669816889 1.8295863145031033 leaf_count=147 118 2116 58 internal_value=0 2.06342e-05 -0.000337164 internal_weight=0 201.927 8.66208 internal_count=2439 2234 205 is_linear=0 shrinkage=0.000297367 Tree=2000 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=10.496 18.495 18.1906 threshold=-0.12077499999999998 -0.036779999999999993 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013952414356491305 -0.0008419160148632588 0.00022353307197295073 -0.00053824081214190315 leaf_weight=28.204263472929597 56.669094497570768 101.42976187635213 17.579129826277494 leaf_count=122 1582 628 136 internal_value=0 -0.000158693 0.000653354 internal_weight=0 158.099 45.7834 internal_count=2468 2210 258 is_linear=0 shrinkage=0.00149501 Tree=2001 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=12.059 21.2432 13.1458 threshold=-0.10072999999999999 0.090515000000000012 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018455897634913108 -0.0001937026830436412 2.4802931911094802e-05 -0.00010376178374440799 leaf_weight=37.703516348265111 58.222052173456177 87.048889953643084 18.400055249221623 leaf_count=218 1378 712 138 internal_value=0 -6.2852e-05 8.99813e-05 internal_weight=0 145.271 56.1036 internal_count=2446 2090 356 is_linear=0 shrinkage=0.000280216 Tree=2002 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=10.7011 11.4329 6.33138 threshold=-0.0068949999999999992 -0.097754999999999995 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012073749599653251 0.00066318821909738747 -4.5837309515933867e-05 0.00086348356666177161 leaf_weight=15.444843323668467 54.389550701715052 131.35362642002292 2.896263860166072 leaf_count=393 317 1751 15 internal_value=0 0.000162055 -0.000877108 internal_weight=0 185.743 18.3411 internal_count=2476 2068 408 is_linear=0 shrinkage=0.00130149 Tree=2003 num_leaves=4 num_cat=0 split_feature=147 0 52 split_gain=12.9657 11.7253 5.38071 threshold=0.08598500000000002 -0.060644999999999991 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2193594074911135e-05 -8.3751253778137663e-06 8.9838502857911103e-05 0.0003266126999757333 leaf_weight=127.79336203658022 7.0944153228774693 60.34140844270587 16.418715892359614 leaf_count=1916 64 435 65 internal_value=0 -2.69963e-05 0.000225979 internal_weight=0 188.135 23.5131 internal_count=2480 2351 129 is_linear=0 shrinkage=0.00032188 Tree=2004 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=14.8049 17.7352 11.2452 threshold=1.0000000180025095e-35 0.0060650000000000009 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027467068209871673 8.7401986600156104e-05 7.3168095624386666e-05 -0.00013705313874559481 leaf_weight=34.605153310345486 125.89545273780823 23.480875375447795 25.622479962185025 leaf_count=995 936 285 247 internal_value=0 -0.000134189 4.93723e-05 internal_weight=0 58.086 151.518 internal_count=2463 1280 1183 is_linear=0 shrinkage=0.000309381 Tree=2005 num_leaves=4 num_cat=0 split_feature=130 1456 123 split_gain=8.54356 9.06695 3.54023 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.087260000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015509259272256326 -0.0016110144921582079 -0.0014039046415701033 0.00079574060958862661 leaf_weight=189.84769251826219 8.1711981738917512 7.5925839378032824 1.3512131832540024 leaf_count=1961 299 204 6 internal_value=0 9.43795e-05 -0.00126422 internal_weight=0 197.44 9.52241 internal_count=2470 2165 305 is_linear=0 shrinkage=0.00140878 Tree=2006 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=11.8224 14.1328 13.3869 threshold=0.040165000000000006 -0.048759999999999991 -0.097754999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021526950099762246 4.4583930738694039e-05 -1.6485481546473834e-05 -0.00018027310683193035 leaf_weight=36.21360625512898 42.590449138078839 72.525602221488953 56.677098314743489 leaf_count=217 307 414 1498 internal_value=0 6.08383e-05 -8.38573e-05 internal_weight=0 108.739 99.2675 internal_count=2436 631 1805 is_linear=0 shrinkage=0.000303315 Tree=2007 num_leaves=4 num_cat=0 split_feature=4 31 150 split_gain=10.4528 9.83735 7.60445 threshold=0.27190000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042891417152731462 -0.0002260229178178152 -2.7387060594775488e-05 0.00025046180076162763 leaf_weight=5.8200876861810675 4.5595049485564223 172.97643129271455 32.355838273651898 leaf_count=34 20 2147 250 internal_value=0 -1.22747e-05 0.000191104 internal_weight=0 178.797 36.9153 internal_count=2451 2181 270 is_linear=0 shrinkage=0.000348413 Tree=2008 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=17.9587 13.6977 12.1397 threshold=0.090515000000000012 -0.12077499999999998 -0.009184999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010668691738021398 0.00025332480237606493 -0.00018875030802208015 1.7635960621756358e-05 leaf_weight=22.612790681421757 32.126127515919507 66.325066859135404 87.552242007106543 leaf_count=131 258 1446 600 internal_value=0 -0.000113595 8.10813e-05 internal_weight=0 88.9379 119.678 internal_count=2435 1577 858 is_linear=0 shrinkage=0.000328318 Tree=2009 num_leaves=4 num_cat=0 split_feature=133 1429 16 split_gain=9.24317 8.50256 0.471151 threshold=0.15638000000000005 -1.0000000180025095e-35 -0.14239499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030967251682486062 -0.00012420610753679414 3.4987160614775964e-05 -0.00033872505732336497 leaf_weight=6.6961233990732572 1.2957989666610954 201.34390909969807 6.7092553623951954 leaf_count=112 22 2102 203 internal_value=0 2.37331e-05 -0.000306193 internal_weight=0 208.04 8.00505 internal_count=2439 2214 225 is_linear=0 shrinkage=0.000303315 Tree=2010 num_leaves=4 num_cat=0 split_feature=123 13 42 split_gain=12.2448 14.9011 5.99816 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001393472785736939 -0.00011343467963641214 -7.8291006870029949e-05 0.00024337342406571507 leaf_weight=32.374954845290631 4.887542691081765 151.11388358310796 20.701814410276711 leaf_count=208 24 2053 180 internal_value=0 -3.98291e-05 0.000175026 internal_weight=0 183.489 25.5894 internal_count=2465 2261 204 is_linear=0 shrinkage=0.000291537 Tree=2011 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=13.2833 25.1181 24.7247 threshold=-0.10674499999999999 0.12230500000000001 -0.075434999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014743307621470681 -0.00020929071999930209 -0.00040022484197015421 4.6680935107815068e-05 leaf_weight=75.140674093738198 48.914809537585825 7.4180723577737799 82.960784502793103 leaf_count=397 1258 38 768 internal_value=0 9.77495e-05 -4.83601e-05 internal_weight=0 82.5587 131.876 internal_count=2461 435 2026 is_linear=0 shrinkage=0.00028582 Tree=2012 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=10.3778 12.5207 threshold=-0.52082499999999987 0.28064000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0024854244370620649 -5.9491219623339694e-05 0.00095246529826789876 leaf_weight=3.4089405154809347 169.6021796320565 32.461420285515487 leaf_count=41 2171 251 internal_value=0 0.000103517 internal_weight=0 202.064 internal_count=2463 2422 is_linear=0 shrinkage=0.00149501 Tree=2013 num_leaves=4 num_cat=0 split_feature=52 0 12 split_gain=10.2004 9.79582 1.422 threshold=-0.40306999999999998 -0.060644999999999991 -0.043589999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024198807916846814 -0.0001658704798989502 0.00069434927456230695 -0.0018859228973919699 leaf_weight=1.0034784460440267 130.76266630692407 55.527245876379311 9.074529560049994 leaf_count=8 1861 337 233 internal_value=0 9.07974e-05 -0.00167371 internal_weight=0 186.29 10.078 internal_count=2439 2198 241 is_linear=0 shrinkage=0.00171729 Tree=2014 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=11.3478 15.8995 1.79192 threshold=0.048375000000000008 -0.10072999999999999 -0.076394999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048398508477095402 0.00035344382882822897 -0.00031721141888036466 0.0012558850577421396 leaf_weight=52.278785676695406 4.8405755683779743 128.8609898108989 11.180401975288985 leaf_count=340 17 2002 103 internal_value=0 -8.58218e-05 0.000987567 internal_weight=0 181.14 16.021 internal_count=2462 2342 120 is_linear=0 shrinkage=0.00122643 Tree=2015 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=12.5009 15.2111 9.46815 threshold=0.079890000000000017 0.10812000000000001 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001872054286283409 -0.00011948033089265853 0.00034381683046948863 -8.6535504061343086e-07 leaf_weight=37.200814379379153 90.416990199824795 6.9182372689247122 72.431727186776698 leaf_count=243 1798 20 427 internal_value=0 -8.61936e-05 6.30772e-05 internal_weight=0 97.3352 109.633 internal_count=2488 1818 670 is_linear=0 shrinkage=0.000303315 Tree=2016 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=13.0312 22.1435 9.59965 threshold=0.10098000000000001 -0.12077499999999998 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018396899929494845 -0.00029343377904044463 -0.00016929668138256261 0.00013426164616428689 leaf_weight=29.378350086510181 7.1521395519375792 93.331766031682491 76.325471874326468 leaf_count=146 74 1710 537 internal_value=0 -8.46298e-05 9.72739e-05 internal_weight=0 122.71 83.4776 internal_count=2467 1856 611 is_linear=0 shrinkage=0.000355382 Tree=2017 num_leaves=4 num_cat=0 split_feature=1213 160 51 split_gain=12.4349 11.8296 2.63277 threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031792268266468644 -0.0016273461910970648 0.00014133861408235313 -0.0016662532675146523 leaf_weight=1.5421885419636954 8.0655378464143705 172.89099518931471 10.86851662234403 leaf_count=13 178 1890 379 internal_value=0 6.15478e-05 -0.00141906 internal_weight=0 180.957 12.4107 internal_count=2460 2068 392 is_linear=0 shrinkage=0.00143696 Tree=2018 num_leaves=4 num_cat=0 split_feature=484 1212 150 split_gain=10.5423 9.3772 7.26464 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013208248921786775 -0.0015192620279892669 0.00019715327243126934 0.0011607069049774314 leaf_weight=14.773578445194291 5.9221370029263189 178.3362267264165 2.4417890608310691 leaf_count=388 172 1889 10 internal_value=0 0.000141098 -0.000963624 internal_weight=0 184.258 17.2154 internal_count=2459 2061 398 is_linear=0 shrinkage=0.00135407 Tree=2019 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=13.5146 10.5361 3.54078 threshold=0.12337000000000002 -0.10115999999999999 0.14062000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037107094473010619 0.00041082081015313121 -0.00027337032683191173 0.0012451773388801755 leaf_weight=48.822698254138231 16.454143199138347 126.00709662749432 12.51022434234619 leaf_count=314 142 1921 104 internal_value=0 -9.32823e-05 0.000774601 internal_weight=0 174.83 28.9644 internal_count=2481 2235 246 is_linear=0 shrinkage=0.0011788 Tree=2020 num_leaves=4 num_cat=0 split_feature=4 376 47 split_gain=12.069 11.7601 8.48905 threshold=0.27626000000000001 0.048375000000000008 0.10954500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6316561825392782e-05 0.00019189106116793687 0.00018921885386638567 -0.00017596030830197183 leaf_weight=153.90785720851272 32.368377110920846 16.168517723679543 5.4525016918778411 leaf_count=2109 243 97 28 internal_value=0 -3.28653e-05 0.000138496 internal_weight=0 170.076 37.8209 internal_count=2477 2206 271 is_linear=0 shrinkage=0.000274722 Tree=2021 num_leaves=4 num_cat=0 split_feature=1 150 4 split_gain=13.0557 11.1674 0.555042 threshold=0.13662500000000002 0.081245000000000026 0.10637500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038451409362465764 0.00081414525558239385 0.00034484979139200747 0.0013839256911060385 leaf_weight=137.18950559524819 5.9703566413372737 47.889593784697354 7.2839036621153355 leaf_count=2026 34 316 95 internal_value=0 -0.000195695 0.00113624 internal_weight=0 185.079 13.2543 internal_count=2471 2342 129 is_linear=0 shrinkage=0.00130149 Tree=2022 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=12.8936 15.5382 12.8733 threshold=0.088975000000000012 -0.10092 -0.033849999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011758241894515714 -0.000129371929303937 -0.00018885638043519094 0.00013199488910858881 leaf_weight=27.20648842304945 26.62067752238363 57.841986307408661 101.01955164410174 leaf_count=146 343 1397 614 internal_value=0 -9.08028e-05 7.74185e-05 internal_weight=0 85.0485 127.64 internal_count=2500 1543 957 is_linear=0 shrinkage=0.000334884 Tree=2023 num_leaves=4 num_cat=0 split_feature=1 128 39 split_gain=10.3871 11.6824 1.06056 threshold=0.13662500000000002 0.085185000000000025 0.11593500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8399503125422231e-05 0.00067835980503008319 -0.0015877888383197573 0.0013828170777542279 leaf_weight=172.44682089891285 9.8204747950658184 7.5289575094357124 4.7814223542809478 leaf_count=2144 105 165 28 internal_value=0 -0.000132908 0.000917803 internal_weight=0 179.976 14.6019 internal_count=2442 2309 133 is_linear=0 shrinkage=0.00120238 Tree=2024 num_leaves=4 num_cat=0 split_feature=130 1365 1 split_gain=10.5599 10.1353 1.81186 threshold=1.0000000180025095e-35 0.084635000000000016 0.091900000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015108060024321277 -0.0016149438895978461 -0.0019459141080314787 0.00027757512943334296 leaf_weight=188.68007259676233 8.9706799371633661 4.7704995134845367 1.1462756115943182 leaf_count=2137 320 45 10 internal_value=0 9.82729e-05 -0.00139983 internal_weight=0 193.451 10.117 internal_count=2512 2182 330 is_linear=0 shrinkage=0.00143696 Tree=2025 num_leaves=4 num_cat=0 split_feature=1456 133 3 split_gain=10.0827 9.72101 2.83211 threshold=-1.0000000180025095e-35 0.11264000000000002 -0.15136999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016677603663635686 4.4603884761830565e-05 -0.00029978166314336687 -0.00037806510104113164 leaf_weight=1.1033848822116841 184.95145071716979 9.1668746161740255 8.512472323374821 leaf_count=5 1928 274 222 internal_value=0 2.81775e-05 -0.000314347 internal_weight=0 194.118 9.61586 internal_count=2429 2202 227 is_linear=0 shrinkage=0.000328318 Tree=2026 num_leaves=3 num_cat=0 split_feature=160 484 split_gain=11.426 9.81747 threshold=-0.25833999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019208464979211832 -0.0010945956654742064 0.00013165970547039717 leaf_weight=8.282077855197711 18.892513969214633 170.25363784562796 leaf_count=212 408 1855 internal_value=0 8.60234e-06 internal_weight=0 189.146 internal_count=2475 2263 is_linear=0 shrinkage=0.00161824 Tree=2027 num_leaves=4 num_cat=0 split_feature=133 1456 15 split_gain=10.8413 9.67258 0.376828 threshold=-0.39935999999999994 -1.0000000180025095e-35 -0.10602999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026633095464982208 -0.0013167498418924606 0.00010413081029054897 -0.0016343722208244237 leaf_weight=1.326887486502528 9.5100617338903231 182.08030238421634 4.0362612244207403 leaf_count=24 228 2097 110 internal_value=0 3.2874e-05 -0.0019382 internal_weight=0 191.59 5.36315 internal_count=2459 2325 134 is_linear=0 shrinkage=0.00138116 Tree=2028 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=11.7109 12.9204 1.8368 threshold=-0.49121999999999993 -0.060644999999999991 0.10599500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015339156367448268 -0.00013279170981461436 0.00067945126935826841 -0.00048677040648963473 leaf_weight=9.2504403591155988 140.19881515530869 45.661875781603158 4.5164794847369185 leaf_count=87 2025 319 44 internal_value=0 6.70474e-05 -0.00119708 internal_weight=0 185.861 13.7669 internal_count=2475 2344 131 is_linear=0 shrinkage=0.00132752 Tree=2029 num_leaves=4 num_cat=0 split_feature=43 0 43 split_gain=11.28 14.9241 11.31 threshold=-0.074459999999999985 -0.060094999999999989 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010329175449800254 -0.0012337329775363765 0.0011664102432882937 -0.00012924609842079632 leaf_weight=49.252267240546644 21.377899080980569 27.40375046338886 100.11209347564727 leaf_count=827 615 165 900 internal_value=0 0.000351653 -0.000324553 internal_weight=0 76.656 121.49 internal_count=2507 992 1515 is_linear=0 shrinkage=0.00138116 Tree=2030 num_leaves=4 num_cat=0 split_feature=1 48 16 split_gain=13.2689 14.3725 4.06499 threshold=0.11588000000000001 0.11951500000000001 -0.061784999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3484025357421295e-05 0.00026233093360058504 -0.00064066645201938082 5.0025462648753858e-05 leaf_weight=164.52628475287929 23.453561829403043 4.7613424193114033 20.566989434882998 leaf_count=2100 192 35 139 internal_value=0 -5.09737e-05 0.000163518 internal_weight=0 169.288 44.0206 internal_count=2466 2135 331 is_linear=0 shrinkage=0.000348413 Tree=2031 num_leaves=3 num_cat=0 split_feature=160 15 split_gain=10.7659 10.0633 threshold=-0.25833999999999996 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037812883748096065 3.5330878281578286e-05 -0.00018385354589044888 leaf_weight=7.6779208793304852 171.96242955792695 24.723051078850403 leaf_count=203 1507 731 internal_value=0 7.69082e-06 internal_weight=0 196.685 internal_count=2441 2238 is_linear=0 shrinkage=0.00032188 Tree=2032 num_leaves=4 num_cat=0 split_feature=43 403 52 split_gain=11.8847 9.49387 2.26485 threshold=0.25619500000000001 -0.092224999999999988 -0.14733499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016875361856553328 -0.00012680398927006003 0.00017121649532826687 -0.0025728787492224976 leaf_weight=8.3623569803312403 1.3828530614264307 185.37733470345847 5.9526250122580668 leaf_count=290 26 2073 121 internal_value=0 9.00591e-05 -0.00212059 internal_weight=0 193.74 7.33548 internal_count=2510 2363 147 is_linear=0 shrinkage=0.00171729 Tree=2033 num_leaves=4 num_cat=0 split_feature=1213 403 4 split_gain=11.7571 10.2109 3.96702 threshold=-1.0000000180025095e-35 -0.083174999999999985 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028104263349657823 -0.00028497525015894263 4.4330973727783569e-05 -0.00034682779371689751 leaf_weight=1.1075425446033467 10.62113328441046 186.86552538047545 12.097570207668467 leaf_count=4 290 1806 394 internal_value=0 2.64689e-05 -0.000292247 internal_weight=0 197.487 13.2051 internal_count=2494 2096 398 is_linear=0 shrinkage=0.000328318 Tree=2034 num_leaves=4 num_cat=0 split_feature=4 49 454 split_gain=15.6822 10.8282 10.6594 threshold=0.30163500000000004 0.21703000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5949392252434634e-05 0.00024057672323396756 -0.00030434321813234947 0.00031103369824764628 leaf_weight=164.74982703221031 27.479092541150752 4.2795797437429419 6.8412992134690276 leaf_count=2190 244 21 27 internal_value=0 0.000166336 -7.95308e-05 internal_weight=0 31.7587 171.591 internal_count=2482 265 2217 is_linear=0 shrinkage=0.00032188 Tree=2035 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=11.9069 12.1925 10.5329 threshold=0.099195000000000019 0.10299500000000002 0.10489000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010095531559332724 0.00013147716429658078 0.00023039253329336636 -0.00013601743944841849 leaf_weight=107.41338164685294 73.540678389370441 11.689363632351158 17.326294079422951 leaf_count=1806 491 39 154 internal_value=0 -6.82493e-05 8.03673e-05 internal_weight=0 119.103 90.867 internal_count=2490 1845 645 is_linear=0 shrinkage=0.000309381 Tree=2036 num_leaves=4 num_cat=0 split_feature=4 151 151 split_gain=11.3051 12.3851 4.51759 threshold=0.27190000000000009 -0.016164999999999995 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045672074042229968 -0.00041839302933338455 -0.00040960937739441435 0.0008409489113669795 leaf_weight=40.400128999724984 6.1871807780116788 119.4927111833822 31.44716180767864 leaf_count=348 32 1800 262 internal_value=0 -0.000190547 0.000633283 internal_weight=0 159.893 37.6343 internal_count=2442 2148 294 is_linear=0 shrinkage=0.00135407 Tree=2037 num_leaves=4 num_cat=0 split_feature=16 42 4 split_gain=12.1655 11.6399 8.57585 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=-0.00016004357853257402 -0.00035349890868353515 6.4884641667341817e-05 0.00013090891029991994 leaf_weight=29.306320260977373 15.755809735273944 157.93531377823092 5.1746208723634473 leaf_count=604 259 1591 37 internal_value=0 2.96052e-05 -0.00023368 internal_weight=0 187.242 20.9304 internal_count=2491 2195 296 is_linear=0 shrinkage=0.000328318 Tree=2038 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=9.47723 10.3789 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0017789808255280371 0.00037217716012814936 -0.0003267193394781234 leaf_weight=6.5296381218358865 81.018948425073177 114.42721890681423 leaf_count=72 454 1963 internal_value=0 -3.69562e-05 internal_weight=0 195.446 internal_count=2489 2417 is_linear=0 shrinkage=0.00149501 Tree=2039 num_leaves=4 num_cat=0 split_feature=376 147 133 split_gain=11.6409 10.9047 1.91331 threshold=0.048375000000000008 0.08598500000000002 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8517495981995212e-05 0.00010841288849185032 0.0002054361126871737 0.00031739920481593293 leaf_weight=172.81367734936066 6.2312114965170649 20.390274953097105 12.204104810021816 leaf_count=2205 34 114 97 internal_value=0 -3.72191e-06 0.000247842 internal_weight=0 193.204 18.4353 internal_count=2450 2319 131 is_linear=0 shrinkage=0.000303315 Tree=2040 num_leaves=4 num_cat=0 split_feature=1 12 15 split_gain=13.0665 11.4344 10.875 threshold=0.089105000000000018 -0.067934999999999982 -0.095804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040175382794703664 0.00026516704765466517 1.7814030969499893e-05 -5.3058950553882953e-05 leaf_weight=11.117543231695889 25.151897419244051 99.520298636518419 68.529033361701295 leaf_count=189 229 716 1319 internal_value=0 6.79092e-05 -0.000102228 internal_weight=0 124.672 79.6466 internal_count=2453 945 1508 is_linear=0 shrinkage=0.000328318 Tree=2041 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=13.581 15.2223 10.7685 threshold=0.077765000000000015 0.045760000000000002 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010373052089931297 0.0018019101281318121 0.00036582508416234323 7.7887678316944993e-05 leaf_weight=37.155269083566964 5.8083748985081902 17.846740355715156 134.23101914534345 leaf_count=1253 29 65 1121 internal_value=0 -0.000582207 0.000150777 internal_weight=0 55.002 140.039 internal_count=2468 1318 1150 is_linear=0 shrinkage=0.00125096 Tree=2042 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=16.8672 11.6696 9.98426 threshold=0.10384000000000002 -0.11749 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.6552171683063254e-05 0.00030440971374305034 -0.00015335807125571512 3.1956651079031323e-05 leaf_weight=29.739052092656493 19.981523551978171 95.625115850241855 60.636298744939268 leaf_count=165 201 1715 358 internal_value=0 -9.64198e-05 9.9814e-05 internal_weight=0 125.364 80.6178 internal_count=2439 1880 559 is_linear=0 shrinkage=0.000334884 Tree=2043 num_leaves=4 num_cat=0 split_feature=128 124 52 split_gain=9.02059 9.30844 1.46811 threshold=0.085185000000000025 -0.043384999999999993 -0.14986499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00089817636250483625 -0.00033609434939229249 -0.00010849275435612842 -0.0019791306709684583 leaf_weight=22.202610288746655 1.5248879657592622 170.44681417779066 5.7331139605958006 leaf_count=189 26 2146 144 internal_value=0 7.97895e-06 -0.00164428 internal_weight=0 192.649 7.258 internal_count=2505 2335 170 is_linear=0 shrinkage=0.00146569 Tree=2044 num_leaves=4 num_cat=0 split_feature=3 3 12 split_gain=9.39333 10.8551 1.77701 threshold=0.18307500000000002 -0.10115999999999999 -0.042789999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039926708226068033 0.00026725024597750629 -0.00039159372130289104 0.0015383460941248185 leaf_weight=51.68294171243906 3.3571448642760506 133.03268924658187 8.3235803237184864 leaf_count=336 56 2016 65 internal_value=0 -0.000170205 0.00117903 internal_weight=0 184.716 11.6807 internal_count=2473 2352 121 is_linear=0 shrinkage=0.00146569 Tree=2045 num_leaves=4 num_cat=0 split_feature=1 48 48 split_gain=12.624 13.8682 3.87338 threshold=0.12337000000000002 0.12879500000000002 0.10358500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0903253434679773e-05 0.00026889179382106021 -0.00062590863593635793 -1.6299461847063171e-05 leaf_weight=178.82875204621814 18.158263360150162 5.323974408209323 8.4390915334224683 leaf_count=2229 177 32 52 internal_value=0 -7.76083e-05 0.000178714 internal_weight=0 184.153 26.5974 internal_count=2490 2261 229 is_linear=0 shrinkage=0.000348413 Tree=2046 num_leaves=3 num_cat=0 split_feature=1365 4 split_gain=10.0919 10.4196 threshold=1.0000000180025095e-35 0.18599000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00016130151653023924 -0.0023152183251680496 0.00066860542029440666 leaf_weight=150.79227191698737 4.2410813085734835 45.760623878799379 leaf_count=2098 48 343 internal_value=0 3.21846e-05 internal_weight=0 196.553 internal_count=2489 2441 is_linear=0 shrinkage=0.00152491 Tree=2047 num_leaves=4 num_cat=0 split_feature=50 15 123 split_gain=11.3632 11.9355 9.79683 threshold=0.085685000000000011 -0.25061999999999995 0.083275000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029821432910275182 -0.00028479862469319881 9.3481857161354863e-06 0.00033458834604093796 leaf_weight=17.591291627846658 21.663595617981631 170.94729697820731 3.2015922665595999 leaf_count=173 450 1841 19 internal_value=0 3.64614e-05 -0.000203905 internal_weight=0 188.539 24.8652 internal_count=2483 2014 469 is_linear=0 shrinkage=0.000334884 Tree=2048 num_leaves=4 num_cat=0 split_feature=4 1348 151 split_gain=13.6328 11.4367 4.01342 threshold=0.27626000000000001 0.084620000000000015 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4293284557204152e-05 -6.120673898375331e-05 0.00033236588094151423 0.00023203236000187387 leaf_weight=161.87862543598749 5.5189754460006943 7.8828552598133674 28.016680430620909 leaf_count=2162 27 39 227 internal_value=0 -3.61316e-05 0.000183731 internal_weight=0 169.761 33.5357 internal_count=2455 2201 254 is_linear=0 shrinkage=0.000315569 Tree=2049 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=13.0807 17.4323 12.3623 threshold=0.094405000000000003 -0.097754999999999995 -0.069494999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010184028596848433 0.00020093638786619549 -0.00016730269114662567 -1.2277788601948785e-05 leaf_weight=32.530011768452823 41.243779600597918 68.80039665219374 63.29832982737571 leaf_count=212 304 1513 448 internal_value=0 -8.08829e-05 7.19641e-05 internal_weight=0 101.33 104.542 internal_count=2477 1725 752 is_linear=0 shrinkage=0.000303315 Tree=2050 num_leaves=4 num_cat=0 split_feature=1 48 454 split_gain=14.5338 11.6547 10.8758 threshold=0.10491000000000002 0.12879500000000002 0.085470000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001244618471245074 0.00013372022162299162 -0.00021759630005890971 0.00033804776758861399 leaf_weight=134.89998333365656 60.627633675001562 12.123246379196642 5.6066240370273581 leaf_count=1926 470 59 19 internal_value=0 7.49322e-05 -0.000105752 internal_weight=0 72.7509 140.507 internal_count=2474 529 1945 is_linear=0 shrinkage=0.000328318 Tree=2051 num_leaves=4 num_cat=0 split_feature=13 39 13 split_gain=11.1613 10.8492 2.217 threshold=-0.24588999999999997 0.0095750000000000019 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.761164010687649e-05 -6.4035528614248734e-05 0.00012101895655451263 0.00027473755373239939 leaf_weight=4.9263613661751178 154.98789674951695 35.783287853933871 14.074731364846228 leaf_count=34 2081 251 103 internal_value=0 -2.92739e-05 0.000213839 internal_weight=0 190.771 19.0011 internal_count=2469 2332 137 is_linear=0 shrinkage=0.000303315 Tree=2052 num_leaves=4 num_cat=0 split_feature=1 3 13 split_gain=12.7574 13.712 7.44785 threshold=0.10098000000000001 0.11439500000000001 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039738092123820575 0.00083267030708703601 0.0012906843411422809 4.2208064324164017e-05 leaf_weight=108.12247938429937 39.309163198806345 9.0924210753291828 44.996801069937646 leaf_count=1832 372 29 258 internal_value=0 -0.00026533 0.000411391 internal_weight=0 117.215 84.306 internal_count=2491 1861 630 is_linear=0 shrinkage=0.00132752 Tree=2053 num_leaves=4 num_cat=0 split_feature=15 159 14 split_gain=13.6104 10.4767 2.36778 threshold=-0.24269999999999997 0.10407500000000001 -0.46825999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.4614511305509598e-05 -7.4905279496704943e-05 -0.0017449030738733704 0.0013780269940996909 leaf_weight=3.9344650236889747 166.80123256170191 9.1069907129276526 17.058014299720526 leaf_count=31 2131 150 168 internal_value=0 -0.000162418 0.00113351 internal_weight=0 175.908 20.9925 internal_count=2480 2281 199 is_linear=0 shrinkage=0.00152491 Tree=2054 num_leaves=3 num_cat=0 split_feature=2 128 split_gain=10.8445 11.9725 threshold=0.16826500000000003 0.085185000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.1689795775823102e-08 0.00031269358280111369 -0.00038271154851821863 leaf_weight=192.04824202996679 9.2760912738740426 7.3964004183653733 leaf_count=2240 65 166 internal_value=0 -1.43402e-05 internal_weight=0 199.445 internal_count=2471 2406 is_linear=0 shrinkage=0.000297367 Tree=2055 num_leaves=4 num_cat=0 split_feature=15 4 39 split_gain=15.69 11.508 7.43925 threshold=0.084050000000000014 -0.49367499999999992 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025932327941188908 -0.0003098819732771554 6.0926221842649481e-05 0.00027107746876761798 leaf_weight=13.467309653759001 22.070934191346172 171.82074325997382 2.6951774954795829 leaf_count=120 819 1533 15 internal_value=0 3.75069e-05 -0.000245723 internal_weight=0 185.288 24.7661 internal_count=2487 1653 834 is_linear=0 shrinkage=0.000334884 Tree=2056 num_leaves=4 num_cat=0 split_feature=43 42 42 split_gain=10.4979 10.2997 0.994621 threshold=0.25619500000000001 -0.0044549999999999998 -0.0057599999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075990823342955087 -0.00088458169425169721 0.00014660071778202152 -0.0020405637323532236 leaf_weight=28.031311315018684 2.3743302372749895 158.80833445047028 4.8133379332721224 leaf_count=582 104 1757 44 internal_value=0 1.02247e-05 -0.00167813 internal_weight=0 186.84 7.18767 internal_count=2487 2339 148 is_linear=0 shrinkage=0.00138116 Tree=2057 num_leaves=4 num_cat=0 split_feature=1 4 130 split_gain=12.4242 22.6699 11.8684 threshold=1.0000000180025095e-35 -0.083954999999999988 -0.068174999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005727809674597969 0.0015081436343447664 -0.0012694343234170306 0.0001163547821140194 leaf_weight=21.007407668279484 12.718374514020978 32.074970523361117 131.54829248040915 leaf_count=260 65 1003 1118 internal_value=0 -0.000540705 0.000240128 internal_weight=0 53.0824 144.267 internal_count=2446 1263 1183 is_linear=0 shrinkage=0.00138116 Tree=2058 num_leaves=4 num_cat=0 split_feature=484 1 40 split_gain=11.0031 10.9811 4.43053 threshold=-0.0068949999999999992 0.12796000000000002 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012168068621558821 8.11507213896278e-06 0.00021469210059324681 -0.0002601159509356816 leaf_weight=2.7768912725150594 170.1761687300168 22.81723690032959 14.678461610805243 leaf_count=14 1893 198 385 internal_value=0 3.26486e-05 -0.000198989 internal_weight=0 192.993 17.4554 internal_count=2490 2091 399 is_linear=0 shrinkage=0.000280216 Tree=2059 num_leaves=4 num_cat=0 split_feature=1456 1213 3 split_gain=9.84442 8.93283 2.91651 threshold=-1.0000000180025095e-35 -0.082704999999999987 -0.15327499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071178921503011231 -0.001458099341219099 0.00017247645303811223 -0.0015014702476469359 leaf_weight=1.0801779255270947 5.7598153450526288 185.44623437570408 8.2394047165289503 leaf_count=5 209 2048 222 internal_value=0 0.000122533 -0.00123954 internal_weight=0 191.206 9.31958 internal_count=2484 2257 227 is_linear=0 shrinkage=0.00130149 Tree=2060 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=12.4096 26.1963 13.7712 threshold=-0.10674499999999999 -0.074434999999999987 0.11951500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059277135066768962 -0.0011239612048920698 0.00018251744972751986 -0.00133788615837652 leaf_weight=70.703974223230034 43.524990849895403 79.165195474633947 7.3846829030662766 leaf_count=404 1300 761 39 internal_value=0 -0.000281565 0.000408539 internal_weight=0 122.69 78.0887 internal_count=2504 2061 443 is_linear=0 shrinkage=0.00135407 Tree=2061 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=13.526 15.0183 14.5496 threshold=0.040165000000000006 -0.042884999999999993 -0.10072999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025156701439896966 5.6055005979486001e-05 -8.87569113043413e-06 -0.00020277351643886054 leaf_weight=37.129662808030844 42.552949122153223 74.486739428713918 56.723639166681096 leaf_count=239 301 416 1527 internal_value=0 7.79269e-05 -9.18936e-05 internal_weight=0 111.616 99.2766 internal_count=2483 655 1828 is_linear=0 shrinkage=0.000334884 Tree=2062 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=11.8163 14.9999 12.0388 threshold=0.084045000000000022 -0.046739999999999997 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000791167328122426 0.00056683161127015955 -0.00071027737403206415 -7.6696375260588065e-05 leaf_weight=46.81650680443272 21.756799760274589 62.644253018079326 70.421176166273654 leaf_count=482 135 1525 346 internal_value=0 -0.000380751 0.000270292 internal_weight=0 84.4011 117.238 internal_count=2488 1660 828 is_linear=0 shrinkage=0.00132752 Tree=2063 num_leaves=4 num_cat=0 split_feature=13 12 4 split_gain=10.8315 11.1546 1.43671 threshold=-0.24588999999999997 -0.014329999999999997 -0.064209999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013028084516649702 0.00013699932724374356 -7.3323085168402959e-05 0.0003314159059207354 leaf_weight=7.4701635316014317 38.615618404000998 145.9849346363917 10.861844062805174 leaf_count=31 274 2025 105 internal_value=0 -2.92705e-05 0.000250743 internal_weight=0 184.601 18.332 internal_count=2435 2299 136 is_linear=0 shrinkage=0.000348413 Tree=2064 num_leaves=3 num_cat=0 split_feature=1375 0 split_gain=10.416 11.2927 threshold=0.10380000000000002 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0004962976269843796 -0.0026130886917657536 -0.00023397345627100937 leaf_weight=74.377804237883538 3.0952322725206605 116.73763751331717 leaf_count=430 24 1959 internal_value=0 5.03557e-05 internal_weight=0 191.115 internal_count=2413 2389 is_linear=0 shrinkage=0.00146569 Tree=2065 num_leaves=4 num_cat=0 split_feature=160 484 52 split_gain=10.3758 10.9307 0.128135 threshold=-0.40446999999999994 -1.0000000180025095e-35 0.2800700000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025530112585812577 -0.00021327313024211987 4.7263088967540981e-05 -0.00039960960799061444 leaf_weight=1.737119240220635 20.021917653968558 175.21655650576577 6.0340689087752253 leaf_count=54 424 1843 147 internal_value=0 2.04379e-05 -0.000371436 internal_weight=0 195.238 7.77119 internal_count=2468 2267 201 is_linear=0 shrinkage=0.000334884 Tree=2066 num_leaves=4 num_cat=0 split_feature=1 51 2 split_gain=13.8732 11.2977 8.89485 threshold=0.10491000000000002 -0.10593999999999999 0.13754500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042584482121647333 5.6784870138269852e-05 -4.0696274379592998e-05 0.00035454496745465695 leaf_weight=9.9018363161012513 59.53411413077265 121.00479114311747 15.218844587914644 leaf_count=176 405 1756 121 internal_value=0 -7.01681e-05 0.000117845 internal_weight=0 130.907 74.753 internal_count=2458 1932 526 is_linear=0 shrinkage=0.000348413 Tree=2067 num_leaves=4 num_cat=0 split_feature=123 484 2 split_gain=11.6489 12.3137 3.24823 threshold=1.0000000180025095e-35 -0.0068949999999999992 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028977261095663738 3.4156627526473313e-05 -1.4700954934815026e-06 0.00027591952741527743 leaf_weight=16.073462741216645 8.1206948319450039 166.71068326407112 17.501408416777849 leaf_count=397 84 1894 125 internal_value=0 -2.69844e-05 0.000199777 internal_weight=0 182.784 25.6221 internal_count=2500 2291 209 is_linear=0 shrinkage=0.000315569 Tree=2068 num_leaves=4 num_cat=0 split_feature=1213 403 4 split_gain=10.176 9.64649 5.28839 threshold=-1.0000000180025095e-35 -0.08373499999999999 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020625681081231392 -0.0014764682534642471 0.00013663383685821561 -0.0016154323302654001 leaf_weight=0.85084398090839286 8.598254604265092 169.9814296818804 11.410440820734946 leaf_count=2 288 1781 381 internal_value=0 5.80897e-05 -0.00134385 internal_weight=0 178.58 12.2613 internal_count=2452 2069 383 is_linear=0 shrinkage=0.00149501 Tree=2069 num_leaves=4 num_cat=0 split_feature=2 0 0 split_gain=10.419 10.8771 0.98908 threshold=0.14846500000000004 -0.10674499999999999 -0.071104999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7999205825616475e-05 0.00038740553103277625 -8.0353357032994432e-05 0.00019749280973113987 leaf_weight=77.294221692718565 5.8775986498221755 117.98782593058422 6.8118667770177108 leaf_count=426 40 1959 62 internal_value=0 -1.76673e-05 0.000288077 internal_weight=0 195.282 12.6895 internal_count=2487 2385 102 is_linear=0 shrinkage=0.000328318 Tree=2070 num_leaves=4 num_cat=0 split_feature=484 4 40 split_gain=11.3729 9.31695 4.39061 threshold=-0.0068949999999999992 0.46168000000000003 -0.0089699999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4619476894015444e-05 -1.9131948886514258e-05 0.00024892690213480751 -0.00029202013544142184 leaf_weight=2.9945515580475357 178.48885909491219 12.140304029919205 17.392888042842969 leaf_count=17 1931 149 386 internal_value=0 -1.9244e-06 -0.000235023 internal_weight=0 190.629 20.3874 internal_count=2483 2080 403 is_linear=0 shrinkage=0.000297367 Tree=2071 num_leaves=4 num_cat=0 split_feature=15 51 12 split_gain=12.6347 11.7143 9.25586 threshold=0.077615000000000003 -0.40274499999999996 0.095150000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038389297220361844 -0.00032625949541768335 2.9658781696859487e-05 5.5828241429990439e-06 leaf_weight=5.9141163716558358 17.32103997585364 171.59412147221155 12.097951062256469 leaf_count=87 689 1483 225 internal_value=0 1.5647e-05 -0.000190292 internal_weight=0 177.508 29.419 internal_count=2484 1570 914 is_linear=0 shrinkage=0.000291537 Tree=2072 num_leaves=4 num_cat=0 split_feature=123 1456 42 split_gain=9.50656 11.4048 6.01466 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5784935596293482e-06 -0.00013419591439248224 -0.0004123240870585027 0.00025386423121335111 leaf_weight=180.77043399401009 4.9351929388940361 6.9873851647134861 23.682054177857935 leaf_count=2088 25 216 195 internal_value=0 -1.21358e-05 0.000186679 internal_weight=0 187.758 28.6172 internal_count=2524 2304 220 is_linear=0 shrinkage=0.00032188 Tree=2073 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=11.0008 13.0296 9.26701 threshold=0.10114000000000002 -0.12077499999999998 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013827279752824827 -0.00025003028100792135 -0.0001149903549992854 0.00013436455473098114 leaf_weight=28.613728682510555 7.3183618299663058 92.084235523128882 75.816833762452006 leaf_count=153 73 1700 522 internal_value=0 -5.4877e-05 0.000100236 internal_weight=0 120.698 83.1352 internal_count=2448 1853 595 is_linear=0 shrinkage=0.000328318 Tree=2074 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=18.2117 19.7224 8.32635 threshold=1.0000000180025095e-35 -0.20282499999999995 0.11439500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010272391343424392 -0.0014100204963941425 0.00041221365804457513 0.0009454884650281891 leaf_weight=44.907908082474023 14.677871730178593 129.66963339596987 5.2624130584299555 leaf_count=1270 142 1033 15 internal_value=0 0.000225972 -0.000818673 internal_weight=0 144.348 50.1703 internal_count=2460 1175 1285 is_linear=0 shrinkage=0.00149501 Tree=2075 num_leaves=4 num_cat=0 split_feature=1 48 2 split_gain=10.2539 13.7689 5.41079 threshold=0.11588000000000001 0.12474000000000002 0.14938500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4221139822452078e-05 8.7856314677811281e-05 -0.00064602117522328866 0.00036861594402870832 leaf_weight=162.30799972335808 31.590822442434728 3.6935636661946765 9.5970927346497756 leaf_count=2091 242 28 73 internal_value=0 -2.87048e-05 0.000154097 internal_weight=0 166.002 41.1879 internal_count=2434 2119 315 is_linear=0 shrinkage=0.000328318 Tree=2076 num_leaves=4 num_cat=0 split_feature=124 1456 42 split_gain=9.48072 10.9903 5.41648 threshold=-0.043384999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001303566761341979 -3.6986990885419257e-05 -0.0016849195707351872 0.0012023155943180692 leaf_weight=7.5884487992152598 167.76899572461843 7.0354471064638338 15.936287614516912 leaf_count=44 2062 211 152 internal_value=0 -0.000104348 0.00077385 internal_weight=0 174.804 23.5247 internal_count=2469 2273 196 is_linear=0 shrinkage=0.00130149 Tree=2077 num_leaves=4 num_cat=0 split_feature=39 3 133 split_gain=14.9598 16.6822 8.98297 threshold=0.0095750000000000019 0.17646500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2738571771288729e-05 -0.00018467985654533876 0.0002767883716299804 0.0001950759435729959 leaf_weight=156.52577985613607 5.6066840700805178 11.400476882234214 34.436596759594977 leaf_count=2040 41 105 243 internal_value=0 -4.88406e-05 0.000141538 internal_weight=0 167.926 40.0433 internal_count=2429 2145 284 is_linear=0 shrinkage=0.000280216 Tree=2078 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=11.6375 18.3792 13.2999 threshold=-0.10298499999999998 -0.074494999999999992 -0.095804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022854806258333499 -0.0009472755577855039 0.00014336463669649901 0.00086297840776387955 leaf_weight=32.954510045237839 41.066187153803185 80.320362101309001 48.558222039137036 leaf_count=209 1265 775 260 internal_value=0 -0.000226142 0.000421981 internal_weight=0 121.387 81.5127 internal_count=2509 2040 469 is_linear=0 shrinkage=0.00132752 Tree=2079 num_leaves=4 num_cat=0 split_feature=1456 472 3 split_gain=9.94417 9.28777 3.50604 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15954499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026237212529707976 -0.00035176765310503762 4.4219942329513301e-05 -0.0003538777028719823 leaf_weight=0.904303053393959 5.7305027903057626 192.12250593188219 8.4556952330749464 leaf_count=4 113 2141 225 internal_value=0 3.25583e-05 -0.000291942 internal_weight=0 197.853 9.36 internal_count=2483 2254 229 is_linear=0 shrinkage=0.000309381 Tree=2080 num_leaves=4 num_cat=0 split_feature=484 1213 150 split_gain=12.562 10.6277 8.97504 threshold=-0.0068949999999999992 -0.082704999999999987 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037347029285740997 -0.00036699109172210452 4.3700338218391999e-05 0.00021180813755391844 leaf_weight=14.256355923367666 6.9346832423470905 188.26238405145705 3.4370634630322447 leaf_count=388 232 1870 17 internal_value=0 2.89079e-05 -0.000259159 internal_weight=0 195.197 17.6934 internal_count=2507 2102 405 is_linear=0 shrinkage=0.000328318 Tree=2081 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=9.34235 9.26385 threshold=-1.0000000180025095e-35 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0016499175721796211 -0.00021144152448766362 0.00059805979052814052 leaf_weight=6.0900479527190319 157.19186291284859 32.436755663715303 leaf_count=69 2149 239 internal_value=0 -7.27018e-05 internal_weight=0 189.629 internal_count=2457 2388 is_linear=0 shrinkage=0.00138116 Tree=2082 num_leaves=3 num_cat=0 split_feature=51 1373 split_gain=9.15189 9.28074 threshold=-0.40274499999999996 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017768584629106112 0.00010736371714607662 -0.002157531226546691 leaf_weight=5.1595777554903171 193.8790366766043 3.4018607586622229 leaf_count=84 2403 22 internal_value=0 6.71068e-05 internal_weight=0 197.281 internal_count=2509 2425 is_linear=0 shrinkage=0.00138116 Tree=2083 num_leaves=4 num_cat=0 split_feature=42 40 132 split_gain=11.4554 12.2762 8.84993 threshold=-0.0044549999999999998 -0.011659999999999998 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001269253890861413 0.0010929916281395497 -4.3451611804267391e-06 0.00048107931963626307 leaf_weight=22.936742825899277 25.766768005676568 142.4911138494499 8.4236387317068857 leaf_count=546 212 1602 125 internal_value=0 0.000164315 -0.000799062 internal_weight=0 168.258 31.3604 internal_count=2485 1814 671 is_linear=0 shrinkage=0.00146569 Tree=2084 num_leaves=4 num_cat=0 split_feature=42 124 132 split_gain=12.8105 12.3893 11.83 threshold=-0.0044549999999999998 -1.0000000180025095e-35 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029552273967245783 0.00027777926060596305 7.2731149134783111e-06 0.00012837571574595596 leaf_weight=25.387918586144224 20.563745519146323 155.6648948660586 9.7589316214434785 leaf_count=560 169 1602 126 internal_value=0 3.89942e-05 -0.000177789 internal_weight=0 176.229 35.1469 internal_count=2457 1771 686 is_linear=0 shrinkage=0.000328318 Tree=2085 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=11.4712 13.579 2.40236 threshold=-0.16901999999999998 0.0095750000000000019 -0.11524 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.3254928368162807e-05 -9.448193082927277e-05 0.00013805065512589835 0.00032065275260783748 leaf_weight=8.6415535258129257 142.19910855521448 36.793859411031008 11.942093869671224 leaf_count=78 2050 258 69 internal_value=0 -4.6626e-05 0.000221977 internal_weight=0 178.993 20.5836 internal_count=2455 2308 147 is_linear=0 shrinkage=0.000341582 Tree=2086 num_leaves=4 num_cat=0 split_feature=1 47 43 split_gain=11.7664 12.1226 4.22619 threshold=0.12337000000000002 0.11768500000000003 -0.074169999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.71223693553702e-06 0.00037246074712163731 -0.00046889843266929973 0.00010867109539889122 leaf_weight=172.07772290753201 9.5773922931402939 5.679398904554545 16.47677622269839 leaf_count=2177 78 51 151 internal_value=0 -1.9829e-05 0.000206818 internal_weight=0 177.757 26.0542 internal_count=2457 2228 229 is_linear=0 shrinkage=0.000315569 Tree=2087 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=9.4018 8.7811 threshold=-0.40274499999999996 0.14846500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019843323227466 -6.9721286893719304e-05 0.0012900072408475077 leaf_weight=5.7515147964004418 186.23498848895542 12.133427423425017 leaf_count=95 2305 104 internal_value=0 1.41288e-05 internal_weight=0 198.368 internal_count=2504 2409 is_linear=0 shrinkage=0.00155541 Tree=2088 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=9.79416 10.871 5.26792 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.040789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013338495464111194 0.00024440462443512691 -5.8034386946783853e-05 -7.6728046860842383e-05 leaf_weight=31.857998983003199 19.930801940150563 146.19664044911042 5.7728883232921353 leaf_count=206 164 2043 46 internal_value=0 -2.37228e-05 0.00017226 internal_weight=0 178.055 25.7037 internal_count=2459 2249 210 is_linear=0 shrinkage=0.000297367 Tree=2089 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=12.3301 19.6837 11.0943 threshold=0.10098000000000001 -0.097754999999999995 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015005528834486425 -0.00036019371232198479 -0.0001492063363975627 0.00013654281221530399 leaf_weight=34.938055013306439 5.2693540016189209 82.999438700033352 81.252874935977161 leaf_count=235 83 1591 534 internal_value=0 -6.04942e-05 0.000105864 internal_weight=0 117.937 86.5222 internal_count=2443 1826 617 is_linear=0 shrinkage=0.000334884 Tree=2090 num_leaves=4 num_cat=0 split_feature=1447 4 42 split_gain=9.84865 10.4548 0.913614 threshold=-1.0000000180025095e-35 0.50597000000000014 0.09112000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019759951111618934 -1.3734844154357919e-05 0.0015551174932324414 -0.00073149748512031513 leaf_weight=6.2043801979161781 180.37047840468585 11.253099109046159 2.182083458872512 leaf_count=175 2119 139 55 internal_value=0 7.92504e-05 -0.00166609 internal_weight=0 191.624 8.38646 internal_count=2488 2258 230 is_linear=0 shrinkage=0.00158651 Tree=2091 num_leaves=4 num_cat=0 split_feature=2 484 49 split_gain=9.82685 9.77739 0.806485 threshold=0.14846500000000004 0.072260000000000005 0.093670000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032184205930180801 0.0016751492857599811 0.00061460733427341763 0.0007927112119248688 leaf_weight=151.59593726822641 7.1508986651897413 34.325382052455097 4.6128260316327214 leaf_count=2071 70 315 32 internal_value=0 -0.000148686 0.00133986 internal_weight=0 185.921 11.7637 internal_count=2488 2386 102 is_linear=0 shrinkage=0.00158651 Tree=2092 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=12.8571 13.4113 11.6382 threshold=0.094405000000000003 -0.12118 -0.035849999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012521796144674508 -0.00015113397596674009 -0.00015056847131017664 0.00013723236692430273 leaf_weight=26.069222749210894 19.258217520080507 80.873770485864952 82.888907618820667 leaf_count=138 205 1590 538 internal_value=0 -8.32801e-05 8.27595e-05 internal_weight=0 106.943 102.147 internal_count=2471 1728 743 is_linear=0 shrinkage=0.000334884 Tree=2093 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=12.3173 11.8292 2.46941 threshold=-0.16901999999999998 0.092355000000000007 0.0057300000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015875849119755942 9.8712547905249124e-05 -0.00093748248436477291 0.0002485770895721361 leaf_weight=15.206841155886652 142.63348991249222 39.865808222675696 5.3021287946030489 leaf_count=129 1627 712 24 internal_value=0 -0.000128074 0.00124464 internal_weight=0 182.499 20.509 internal_count=2492 2339 153 is_linear=0 shrinkage=0.00168362 Tree=2094 num_leaves=4 num_cat=0 split_feature=50 48 3 split_gain=10.842 14.5275 7.97261 threshold=0.083640000000000006 0.12933000000000003 0.17646500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020204145253557084 -0.0011268018422635839 -0.0015878186513066141 0.0014396288603328738 leaf_weight=166.62897115619853 20.225064033642415 8.2825422605965269 2.2868119478225699 leaf_count=1933 446 46 14 internal_value=0 0.000116325 -0.000860263 internal_weight=0 174.912 22.5119 internal_count=2439 1979 460 is_linear=0 shrinkage=0.00132752 Tree=2095 num_leaves=4 num_cat=0 split_feature=3 123 12 split_gain=11.3257 11.1201 1.401 threshold=0.18307500000000002 1.0000000180025095e-35 -0.040564999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0835724561535652e-05 0.00015783685459348881 0.00020301663377967377 0.00043474192315730981 leaf_weight=175.24668134027161 3.4548508580774069 23.678359176963568 7.1518577225506288 leaf_count=2159 54 190 54 internal_value=0 -2.05221e-05 0.000347138 internal_weight=0 198.925 10.6067 internal_count=2457 2349 108 is_linear=0 shrinkage=0.000348413 Tree=2096 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=14.2374 14.5613 13.128 threshold=0.098950000000000024 0.090810000000000016 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011904974899971397 0.0001689411284243321 0.00014417336962523023 -8.308267867177381e-05 leaf_weight=92.325500602833927 60.640636446885765 23.159543631598353 26.060604646801949 leaf_count=1730 478 85 165 internal_value=0 -6.61741e-05 9.31785e-05 internal_weight=0 115.485 86.7012 internal_count=2458 1815 643 is_linear=0 shrinkage=0.000297367 Tree=2097 num_leaves=4 num_cat=0 split_feature=484 15 40 split_gain=9.23764 9.80519 5.58248 threshold=-0.0068949999999999992 -0.24269999999999997 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00096401570549583605 0.0012120702444255622 1.5174135304384488e-05 -0.0015007108587296574 leaf_weight=2.5840190742164841 18.306127831339836 164.06769061088562 13.315379890147595 leaf_count=15 184 1846 373 internal_value=0 0.000135985 -0.0010962 internal_weight=0 182.374 15.8994 internal_count=2418 2030 388 is_linear=0 shrinkage=0.00155541 Tree=2098 num_leaves=4 num_cat=0 split_feature=15 39 3 split_gain=10.8434 9.87936 2.40139 threshold=-0.37478999999999996 0.16946000000000003 0.11372500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013419340575660178 -0.00017285671519188975 0.0017901022366586773 0.0001024489920362144 leaf_weight=13.113152932375671 176.95997185818851 5.1275383904576293 4.0783406514674416 leaf_count=130 2288 17 48 internal_value=0 -0.000116514 0.00105046 internal_weight=0 182.088 17.1915 internal_count=2483 2305 178 is_linear=0 shrinkage=0.00140878 Tree=2099 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=8.90617 10.603 1.60962 threshold=-0.16901999999999998 -0.10072999999999999 -0.13972999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049152561419631548 0.00061687795426323185 -0.0003240361264364584 0.001585683738781348 leaf_weight=6.4246570225805071 51.092153490521014 130.04239516262896 12.134849900379775 leaf_count=54 340 1996 79 internal_value=0 -5.84178e-05 0.00121214 internal_weight=0 181.135 18.5595 internal_count=2469 2336 133 is_linear=0 shrinkage=0.00175164 Tree=2100 num_leaves=4 num_cat=0 split_feature=39 3 43 split_gain=10.634 14.4583 7.6304 threshold=0.0095750000000000019 -0.097754999999999995 -0.048759999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010284040853803332 0.00024386491305131657 -0.0001017693993770482 -0.00010259914332709429 leaf_weight=53.142984841950238 26.879840495996177 108.96791638061404 8.6410553427413088 leaf_count=366 201 1813 69 internal_value=0 -3.46698e-05 0.000159524 internal_weight=0 162.111 35.5209 internal_count=2449 2179 270 is_linear=0 shrinkage=0.00032188 Tree=2101 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=13.9148 13.5901 11.3897 threshold=0.28064000000000006 -0.13110499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001067974074093352 -0.00027767746256729208 -0.00010039328852542496 0.00026077082396164307 leaf_weight=49.956726954318583 5.019499920308589 121.98419428337365 31.720090576447546 leaf_count=257 22 1962 250 internal_value=0 -4.01646e-05 0.000186586 internal_weight=0 171.941 36.7396 internal_count=2491 2219 272 is_linear=0 shrinkage=0.000334884 Tree=2102 num_leaves=3 num_cat=0 split_feature=1456 124 split_gain=11.0899 10.2937 threshold=-1.0000000180025095e-35 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037906525745085929 0.00019786963986622981 -2.4254125781046825e-05 leaf_weight=8.6417132867500168 26.988942607305944 171.11987248482183 leaf_count=227 205 2038 internal_value=0 6.10112e-06 internal_weight=0 198.109 internal_count=2470 2243 is_linear=0 shrinkage=0.000334884 Tree=2103 num_leaves=4 num_cat=0 split_feature=484 156 150 split_gain=9.76025 9.618 7.42401 threshold=-0.0068949999999999992 0.11896500000000002 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031557341782944404 3.3847998312111122e-05 -0.00044108005057891459 0.00023676111342171537 leaf_weight=14.40411860169843 187.58994555170648 4.2329625035636118 2.8234934378415337 leaf_count=389 1993 75 13 internal_value=0 2.31165e-05 -0.000224105 internal_weight=0 191.823 17.2276 internal_count=2470 2068 402 is_linear=0 shrinkage=0.000315569 Tree=2104 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=11.7811 13.2935 11.4945 threshold=0.089790000000000023 0.086785000000000015 -0.074204999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002134911532539788 0.00011000823788282616 -0.00013791457904692897 2.8313967665467285e-05 leaf_weight=45.051889341557398 87.266950123943388 28.478401240892708 34.514509957516566 leaf_count=1190 687 206 330 internal_value=0 4.89341e-05 -0.000108708 internal_weight=0 115.745 79.5664 internal_count=2413 893 1520 is_linear=0 shrinkage=0.000315569 Tree=2105 num_leaves=3 num_cat=0 split_feature=453 160 split_gain=11.3641 10.8465 threshold=0.10071000000000001 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015716379248374357 -0.0026168875458933536 0.00012838820571577547 leaf_weight=7.6441538743674746 3.0845381319522849 187.75451986771077 leaf_count=190 16 2263 internal_value=0 6.10198e-05 internal_weight=0 195.399 internal_count=2469 2453 is_linear=0 shrinkage=0.00140878 Tree=2106 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=14.2927 10.6867 9.9461 threshold=0.094405000000000003 -0.23211999999999997 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033733516861747997 -0.00033185677486133607 -0.00011375299467353611 9.7841497164967412e-05 leaf_weight=5.1922291386872521 5.3497743364423505 97.764088140800595 93.069857713766396 leaf_count=25 87 1713 631 internal_value=0 -9.06622e-05 7.41339e-05 internal_weight=0 102.956 98.4196 internal_count=2456 1738 718 is_linear=0 shrinkage=0.000309381 Tree=2107 num_leaves=4 num_cat=0 split_feature=52 133 4 split_gain=13.0328 10.6243 3.99073 threshold=-0.29521499999999995 -0.39935999999999994 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017414922813039995 -0.0020865883861165102 0.00023804067003233153 0.00054689992042350997 leaf_weight=11.121616521384565 4.5784790106117716 181.53493408393115 2.0494686234742394 leaf_count=261 127 2074 7 internal_value=0 0.000179634 -0.0013838 internal_weight=0 186.113 13.1711 internal_count=2469 2201 268 is_linear=0 shrinkage=0.00152491 Tree=2108 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=15.3204 12.0836 9.34853 threshold=0.10098000000000001 -0.23058999999999999 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023260204198951223 0.00013239493252543291 -0.00010694616758393371 -0.00011437055255383421 leaf_weight=10.015961252152918 70.769775254651904 109.86247725435533 16.700144502334297 leaf_count=38 470 1821 143 internal_value=0 -7.8386e-05 8.51954e-05 internal_weight=0 119.878 87.4699 internal_count=2472 1859 613 is_linear=0 shrinkage=0.000297367 Tree=2109 num_leaves=4 num_cat=0 split_feature=4 31 150 split_gain=11.0743 10.7056 7.41131 threshold=0.27626000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038923017619176025 -0.00020775609137633179 -4.6369679196383776e-05 0.00021698955001396605 leaf_weight=5.9447933807969084 4.8048361688852301 167.97236934071407 32.488586312159896 leaf_count=41 22 2144 255 internal_value=0 -3.12393e-05 0.000161808 internal_weight=0 173.917 37.2934 internal_count=2462 2185 277 is_linear=0 shrinkage=0.00032188 Tree=2110 num_leaves=4 num_cat=0 split_feature=1 52 2 split_gain=10.736 10.4398 3.86863 threshold=0.12337000000000002 -0.11813499999999998 0.14062000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023087910040884831 7.3111584474001883e-05 -4.3488295639546031e-06 0.00030821071337727523 leaf_weight=21.206071933498606 14.905973059125246 153.41760418657213 11.353095784783362 leaf_count=387 132 1845 96 internal_value=0 -3.19887e-05 0.000175634 internal_weight=0 174.624 26.2591 internal_count=2460 2232 228 is_linear=0 shrinkage=0.000303315 Tree=2111 num_leaves=4 num_cat=0 split_feature=1429 3 157 split_gain=9.26149 9.1595 0.696588 threshold=-1.0000000180025095e-35 -0.10072999999999999 -0.08427999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00091365029322623464 0.00055987606904022867 -0.00014622760961499745 -0.0019695263315030213 leaf_weight=2.2186207864433527 52.117813251912594 138.47857806249522 4.5858869019430122 leaf_count=47 320 2015 79 internal_value=0 4.70689e-05 -0.00164562 internal_weight=0 190.596 6.80451 internal_count=2461 2335 126 is_linear=0 shrinkage=0.00143696 Tree=2112 num_leaves=4 num_cat=0 split_feature=1447 124 131 split_gain=11.2163 10.9566 0.578134 threshold=-1.0000000180025095e-35 -0.043384999999999993 0.089005000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040333916095966038 0.00022165998774479454 -1.3763552981163215e-05 -0.00014942101565278382 leaf_weight=6.9586521494202298 23.171382199972868 170.13144327211194 1.2746664853766558 leaf_count=207 185 2011 25 internal_value=0 1.45689e-05 -0.00036656 internal_weight=0 193.303 8.23332 internal_count=2428 2196 232 is_linear=0 shrinkage=0.00032188 Tree=2113 num_leaves=4 num_cat=0 split_feature=15 474 1 split_gain=12.0718 9.7893 7.18815 threshold=0.082725000000000007 -1.0000000180025095e-35 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041598767214894803 -0.00028458107383387023 4.3811597634914184e-05 0.00012422973277338378 leaf_weight=5.025305508170276 22.278603222686801 176.0331464484334 5.7774816304445258 leaf_count=88 843 1508 28 internal_value=0 3.08006e-05 -0.000200237 internal_weight=0 181.058 28.0561 internal_count=2467 1596 871 is_linear=0 shrinkage=0.000328318 Tree=2114 num_leaves=4 num_cat=0 split_feature=4 454 48 split_gain=9.68359 11.3122 4.17954 threshold=0.27626000000000001 1.0000000180025095e-35 0.11926500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022588632499691435 0.00089449061594416108 0.0016364015541873332 -0.00053828019327624942 leaf_weight=151.88241232000291 28.29237237200141 6.6502381786704055 4.6343242004513732 leaf_count=2145 242 26 20 internal_value=0 -0.000146666 0.000691692 internal_weight=0 158.533 32.9267 internal_count=2433 2171 262 is_linear=0 shrinkage=0.00140878 Tree=2115 num_leaves=4 num_cat=0 split_feature=123 151 124 split_gain=10.73 11.8108 5.82859 threshold=1.0000000180025095e-35 -0.27336999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050440859113151854 0.00026492287118458211 -1.1892668873236479e-05 -0.00010253204844820474 leaf_weight=4.6735248379409304 20.089739666320387 178.65007391036488 5.1294518243521443 leaf_count=47 162 2254 42 internal_value=0 -2.47488e-05 0.000190062 internal_weight=0 183.324 25.2192 internal_count=2505 2301 204 is_linear=0 shrinkage=0.000309381 Tree=2116 num_leaves=4 num_cat=0 split_feature=4 130 13 split_gain=10.8198 9.42379 2.96125 threshold=-0.49367499999999992 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041256129545299105 0.00010578367810715567 -0.0013457287044034501 -0.0017943773633990214 leaf_weight=4.6551680341362953 171.2615644140169 8.5013434872962517 7.5458888672292215 leaf_count=35 1984 306 92 internal_value=0 3.63438e-05 -0.00127571 internal_weight=0 179.763 12.2011 internal_count=2417 2290 127 is_linear=0 shrinkage=0.00135407 Tree=2117 num_leaves=4 num_cat=0 split_feature=14 147 16 split_gain=9.92023 10.2871 0.485218 threshold=0.076175000000000007 1.0000000180025095e-35 -0.10772499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1753958835459003e-05 -0.0014261049372928101 0.001033231131241598 -0.0024583865215953623 leaf_weight=169.40775307372678 2.8369610421359539 22.587994117289782 2.9858374623581758 leaf_count=2262 40 135 39 internal_value=0 4.9948e-05 -0.00199184 internal_weight=0 191.996 5.8228 internal_count=2476 2397 79 is_linear=0 shrinkage=0.00155541 Tree=2118 num_leaves=4 num_cat=0 split_feature=124 1456 42 split_gain=12.4723 9.83398 6.67837 threshold=-0.043384999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.263839092348094e-05 -1.8143644321046206e-05 -0.00042580934980987104 0.00032326528696401444 leaf_weight=9.4285185560584086 169.35816824645735 6.795376216294243 18.431107934564352 leaf_count=53 2063 215 160 internal_value=0 -3.41304e-05 0.000206579 internal_weight=0 176.154 27.8596 internal_count=2491 2278 213 is_linear=0 shrinkage=0.000334884 Tree=2119 num_leaves=4 num_cat=0 split_feature=15 4 39 split_gain=16.6299 12.1333 7.36098 threshold=0.084050000000000014 -0.49367499999999992 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001283419386446461 -0.0014825417785592717 0.0002278008995865725 0.0013494678719086629 leaf_weight=12.182940166443585 20.511294265510518 159.19633973063901 2.0932200551033011 leaf_count=118 817 1522 13 internal_value=0 0.000119604 -0.00121493 internal_weight=0 171.379 22.6045 internal_count=2470 1640 830 is_linear=0 shrinkage=0.00146569 Tree=2120 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=10.5861 9.48172 threshold=-0.40446999999999994 0.11588000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018943285776840005 -5.9431557316032686e-05 0.00084056849698076739 leaf_weight=6.9997326058801255 157.57484801078681 37.942292463034391 leaf_count=191 1983 320 internal_value=0 0.000115605 internal_weight=0 195.517 internal_count=2494 2303 is_linear=0 shrinkage=0.00161824 Tree=2121 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=11.3142 13.9607 2.61072 threshold=0.048375000000000008 -0.097754999999999995 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010114024742604991 3.4858746650473075e-05 -8.034958760459958e-05 0.00029436011935093096 leaf_weight=58.781961504369974 5.0853640772402313 130.28819212177768 13.952791783958672 leaf_count=371 18 1976 119 internal_value=0 -2.38979e-05 0.000225653 internal_weight=0 189.07 19.0382 internal_count=2484 2347 137 is_linear=0 shrinkage=0.000309381 Tree=2122 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=10.5787 10.043 threshold=-0.52082499999999987 0.099850000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053039100265040687 -3.7118642886710765e-05 0.00010410995663581046 leaf_weight=3.4102161168120793 121.45824971259572 85.237886099144816 leaf_count=37 1842 615 internal_value=0 2.11464e-05 internal_weight=0 206.696 internal_count=2494 2457 is_linear=0 shrinkage=0.000315569 Tree=2123 num_leaves=4 num_cat=0 split_feature=13 39 52 split_gain=13.496 12.683 1.56007 threshold=-0.16901999999999998 0.081875000000000017 0.055120000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020509828584219011 -6.9124492670708169e-05 0.00014223589980848539 0.00042320719456549928 leaf_weight=11.426126608625056 151.8479713157285 36.366036929190159 5.0656193187460294 leaf_count=91 2067 262 36 internal_value=0 -2.82259e-05 0.000274495 internal_weight=0 188.214 16.4917 internal_count=2456 2329 127 is_linear=0 shrinkage=0.00032188 Tree=2124 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=9.84402 13.0223 4.89717 threshold=1.0000000180025095e-35 -0.18749999999999997 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002673787976580134 0.00027164056365585725 -4.4721980379613823e-05 -7.5181346907947109e-05 leaf_weight=16.428925053216517 21.775312178768221 160.1347791524604 5.7164608594030133 leaf_count=113 163 2091 51 internal_value=0 -1.55305e-05 0.000199512 internal_weight=0 176.564 27.4918 internal_count=2418 2204 214 is_linear=0 shrinkage=0.000334884 Tree=2125 num_leaves=4 num_cat=0 split_feature=123 3 12 split_gain=11.4464 11.0327 3.98311 threshold=1.0000000180025095e-35 0.18307500000000002 -0.095114999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1749616424966104e-05 -8.8580049466868775e-05 0.00027458557028854603 0.00022891860905637865 leaf_weight=168.8707947069779 4.8476131819188621 9.0116277318447811 19.667646415531635 leaf_count=2153 32 100 176 internal_value=0 -6.35361e-05 0.00016602 internal_weight=0 177.882 24.5153 internal_count=2461 2253 208 is_linear=0 shrinkage=0.000315569 Tree=2126 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=13.2902 16.3373 14.3177 threshold=0.079570000000000016 -0.097754999999999995 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023510682765768193 6.3251332592368558e-05 -0.00020833488891334824 -9.6927670250046272e-06 leaf_weight=38.774232600815594 41.758942883461714 55.510289880912751 76.233749884180725 leaf_count=242 315 1504 437 internal_value=0 -9.18007e-05 7.29883e-05 internal_weight=0 97.2692 115.008 internal_count=2498 1819 679 is_linear=0 shrinkage=0.000328318 Tree=2127 num_leaves=4 num_cat=0 split_feature=4 457 150 split_gain=12.8061 11.6996 9.20155 threshold=0.28064000000000006 0.078435000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7907469971669273e-05 -0.00023221945836552371 0.00013930030146569114 0.00022614305666641987 leaf_weight=142.7624724842608 4.3615067526698104 28.87645068205893 29.571848423220217 leaf_count=2044 20 171 246 internal_value=0 -3.29788e-05 0.000166659 internal_weight=0 171.639 33.9334 internal_count=2481 2215 266 is_linear=0 shrinkage=0.000297367 Tree=2128 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=14.5645 11.0729 7.33736 threshold=0.10384000000000002 -0.10072999999999999 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043587035475032871 0.00086445660173436708 -0.00057963098000264168 -0.00017633481513731452 leaf_weight=34.835919155739248 53.653824375942349 87.437245793873444 22.229420331306756 leaf_count=239 437 1663 137 internal_value=0 -0.000290178 0.000559754 internal_weight=0 122.273 75.8832 internal_count=2476 1902 574 is_linear=0 shrinkage=0.00152491 Tree=2129 num_leaves=4 num_cat=0 split_feature=484 41 147 split_gain=12.0805 10.7297 6.52497 threshold=-1.0000000180025095e-35 0.088520000000000015 0.08789000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012668539290710561 0.0001739593558122638 -0.0014825796447121304 0.0013145484055203712 leaf_weight=15.437312801484952 171.99488494126126 6.4991118032485238 1.6853877687826742 leaf_count=397 2016 58 12 internal_value=0 0.000112752 -0.00100588 internal_weight=0 178.494 17.1227 internal_count=2483 2074 409 is_linear=0 shrinkage=0.00127598 Tree=2130 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=10.1225 10.5532 8.01657 threshold=-0.0068949999999999992 -0.51498499999999992 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029710218828149189 -0.0003240657827755306 3.81678528522818e-05 0.000294687325057255 leaf_weight=15.211056340485813 7.6014364892616859 181.92049347911961 2.3495396710932246 leaf_count=381 163 1895 10 internal_value=0 2.34564e-05 -0.000216558 internal_weight=0 189.522 17.5606 internal_count=2449 2058 391 is_linear=0 shrinkage=0.000303315 Tree=2131 num_leaves=3 num_cat=0 split_feature=31 157 split_gain=9.18937 9.79144 threshold=-1.0000000180025095e-35 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0018921678053133407 -0.001609726307994378 -2.1814530598331803e-05 leaf_weight=5.8374119065701953 10.245487415697424 173.63810835615732 leaf_count=66 193 2162 internal_value=0 -0.000111214 internal_weight=0 183.884 internal_count=2421 2355 is_linear=0 shrinkage=0.00158651 Tree=2132 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=14.2336 14.355 11.9827 threshold=0.040165000000000006 -0.18708499999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023743025528992262 0.00012199695670370721 -0.00015177511129057619 1.2299519084357658e-05 leaf_weight=36.532209005206823 26.844485745765269 75.224193752976134 73.918980658054352 leaf_count=236 172 1661 418 internal_value=0 -7.97171e-05 8.69275e-05 internal_weight=0 102.069 110.451 internal_count=2487 1833 654 is_linear=0 shrinkage=0.00032188 Tree=2133 num_leaves=4 num_cat=0 split_feature=1 454 159 split_gain=11.9929 10.8582 7.67349 threshold=0.10508500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9664205705029507e-05 -0.00020708529254825992 0.00031845586793962695 0.00013390851539164185 leaf_weight=120.18598414747976 8.2595336958765966 7.2855954803526393 64.376842260360718 leaf_count=1933 56 25 471 internal_value=0 -7.55082e-05 9.48748e-05 internal_weight=0 127.472 72.6364 internal_count=2485 1958 527 is_linear=0 shrinkage=0.000334884 Tree=2134 num_leaves=4 num_cat=0 split_feature=123 1456 42 split_gain=12.114 11.6728 4.38565 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3399817472345309e-06 -7.6956667426696944e-05 -0.0004133596029537713 0.00027481831945933504 leaf_weight=171.65086748986505 4.3328809216618565 7.1474783862940958 22.502094551920891 leaf_count=2026 20 225 196 internal_value=0 -1.35659e-05 0.000217936 internal_weight=0 178.798 26.835 internal_count=2467 2251 216 is_linear=0 shrinkage=0.00032188 Tree=2135 num_leaves=4 num_cat=0 split_feature=15 157 4 split_gain=9.84061 11.7743 10.0612 threshold=0.084050000000000014 -0.084489999999999996 0.18599000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033993535453218164 -0.00028437119065056164 4.057334014695803e-05 0.00032131680034794643 leaf_weight=9.5391614555846882 22.268725656438622 165.69455487001687 3.4703439176082602 leaf_count=185 815 1448 14 internal_value=0 1.96558e-05 -0.00020167 internal_weight=0 175.234 25.7391 internal_count=2462 1633 829 is_linear=0 shrinkage=0.000334884 Tree=2136 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=12.1601 11.9644 11.6666 threshold=0.084045000000000022 0.10812000000000001 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019030886564613163 -0.00012827775748144323 0.00027768048894272879 -1.3666788610678222e-05 leaf_weight=41.537338694091886 80.397646257188171 7.5004211701452723 75.44293678435497 leaf_count=326 1643 25 483 internal_value=0 -9.33278e-05 5.88736e-05 internal_weight=0 87.8981 116.98 internal_count=2477 1668 809 is_linear=0 shrinkage=0.000309381 Tree=2137 num_leaves=4 num_cat=0 split_feature=52 15 42 split_gain=9.44253 9.71466 6.16636 threshold=-0.24526499999999998 0.084050000000000014 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018218718617667962 0.00027458908250406651 -0.00091004536898305207 0.0010057792363944026 leaf_weight=11.513838578481225 159.45812272722833 22.263232514844276 2.6157833558972916 leaf_count=258 1366 792 25 internal_value=0 0.000128985 -0.0012946 internal_weight=0 181.721 14.1296 internal_count=2441 2158 283 is_linear=0 shrinkage=0.00168362 Tree=2138 num_leaves=4 num_cat=0 split_feature=14 0 16 split_gain=9.55811 10.3338 1.53244 threshold=0.062655000000000016 -0.10674499999999999 -0.15552499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059373621020184712 -0.00086053218846437747 -0.00018632275287553928 -0.0024015367710097497 leaf_weight=69.882069401443005 3.0741152074187994 121.86972065689042 4.222337585873901 leaf_count=365 31 2003 57 internal_value=0 9.81427e-05 -0.0017751 internal_weight=0 191.752 7.29645 internal_count=2456 2368 88 is_linear=0 shrinkage=0.00161824 Tree=2139 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=10.9174 14.2548 10.0177 threshold=0.099515000000000006 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011458914542434261 0.00023530666933609104 -0.00012713442117246978 9.5253988676657735e-06 leaf_weight=29.884468665346503 25.235933462157845 89.172857696656138 63.083048520609736 leaf_count=154 229 1676 408 internal_value=0 -6.6409e-05 7.42555e-05 internal_weight=0 119.057 88.319 internal_count=2467 1830 637 is_linear=0 shrinkage=0.000303315 Tree=2140 num_leaves=4 num_cat=0 split_feature=14 1213 14 split_gain=10.2142 10.1498 1.42538 threshold=0.076175000000000007 -1.0000000180025095e-35 0.093890000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011595232555310364 -0.0010245905031047214 0.00020322622479602913 -0.0023522033542703697 leaf_weight=11.929735483834518 4.2913907887414089 179.76213733525947 3.0196199826896191 leaf_count=376 59 1990 30 internal_value=0 0.00011779 -0.00160014 internal_weight=0 191.692 7.31101 internal_count=2455 2366 89 is_linear=0 shrinkage=0.00143696 Tree=2141 num_leaves=4 num_cat=0 split_feature=124 2 42 split_gain=13.4728 10.7641 6.20286 threshold=-0.043384999999999993 0.153865 -0.088814999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017696702463315436 -7.5062454623998543e-05 0.0003362077677662174 0.00028194625014783559 leaf_weight=4.3284286037087467 161.35865271301009 8.3485711785033327 23.733404891565442 leaf_count=21 2172 73 189 internal_value=0 -5.46221e-05 0.000210739 internal_weight=0 169.707 28.0618 internal_count=2455 2245 210 is_linear=0 shrinkage=0.000355382 Tree=2142 num_leaves=4 num_cat=0 split_feature=124 484 1 split_gain=11.8659 10.8227 4.55691 threshold=-0.043384999999999993 -0.0068949999999999992 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.5979842119813208e-05 -0.00030445512593824765 -1.3884931619893625e-05 0.00027862196836655329 leaf_weight=6.352346612140539 15.673993262695147 161.03364573069848 20.013131965883076 leaf_count=35 384 1865 172 internal_value=0 -3.9835e-05 0.000200551 internal_weight=0 176.708 26.3655 internal_count=2456 2249 207 is_linear=0 shrinkage=0.000334884 Tree=2143 num_leaves=4 num_cat=0 split_feature=124 147 42 split_gain=13.3372 9.79235 5.35272 threshold=-0.043384999999999993 0.08598500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9487398566248027e-06 -5.0492052920975616e-05 0.0001711226001908695 0.00029446768056231784 leaf_weight=9.0648313239216822 160.54284181958064 20.597528665326536 18.433284737169743 leaf_count=52 2145 112 160 internal_value=0 -2.5202e-05 0.000201096 internal_weight=0 181.14 27.4981 internal_count=2469 2257 212 is_linear=0 shrinkage=0.000303315 Tree=2144 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=12.1307 17.7999 3.08573 threshold=0.12337000000000002 0.12879500000000002 0.13283000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3773134745906567e-06 0.0002845879826182243 -0.00061787010698194041 7.2412227399267182e-06 leaf_weight=170.60020136553794 18.876371942460541 5.1785035706125191 5.6069497987627974 leaf_count=2210 188 33 24 internal_value=0 -2.4774e-05 0.000221395 internal_weight=0 175.779 24.4833 internal_count=2455 2243 212 is_linear=0 shrinkage=0.000328318 Tree=2145 num_leaves=4 num_cat=0 split_feature=484 1213 457 split_gain=10.8953 9.71206 3.9029 threshold=-0.0068949999999999992 -0.082704999999999987 0.10487 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003175114799334178 -0.00039428415720750353 4.1968516409477763e-05 0.00024021114416209092 leaf_weight=16.114432640839372 6.5723509090021244 180.24812078569084 1.6748552303761233 leaf_count=393 231 1846 9 internal_value=0 2.63942e-05 -0.000263828 internal_weight=0 186.82 17.7893 internal_count=2479 2077 402 is_linear=0 shrinkage=0.000355382 Tree=2146 num_leaves=4 num_cat=0 split_feature=51 484 4 split_gain=11.1772 9.66185 8.32771 threshold=-0.10593999999999999 -0.0068949999999999992 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001605927157037049 -0.0010767601187184987 0.00020755216734496678 0.0012121965403437969 leaf_weight=14.41749833757058 14.113037606235592 164.37865266599692 2.7090404732152811 leaf_count=230 339 1885 19 internal_value=0 0.000105392 -0.00115518 internal_weight=0 178.492 17.1265 internal_count=2473 2224 249 is_linear=0 shrinkage=0.00149501 Tree=2147 num_leaves=4 num_cat=0 split_feature=2 14 2 split_gain=10.5243 12.0506 0.867287 threshold=0.14846500000000004 0.076175000000000007 0.17411500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7257847134872995e-06 0.00017657138468285308 -0.0004773003179736788 0.00035213627799767356 leaf_weight=187.15840692189522 5.7240493474528176 5.9706133268773547 7.548728502355516 leaf_count=2283 50 75 55 internal_value=0 -2.25109e-05 0.000278532 internal_weight=0 193.129 13.2728 internal_count=2463 2358 105 is_linear=0 shrinkage=0.000328318 Tree=2148 num_leaves=4 num_cat=0 split_feature=1 3 453 split_gain=14.1252 13.0452 11.3242 threshold=0.10098000000000001 -0.13088999999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014276808666609554 0.00014067779115993116 -0.00015552882435153155 -0.00040604374451242526 leaf_weight=24.402676878497005 76.554191521368921 90.057041820837185 5.2165920138359061 leaf_count=141 575 1663 25 internal_value=0 -9.18549e-05 0.000105292 internal_weight=0 114.46 81.7708 internal_count=2404 1804 600 is_linear=0 shrinkage=0.000362489 Tree=2149 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=10.5995 25.9975 10.5451 threshold=1.0000000180025095e-35 -0.055219999999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017808908085716381 -0.0018695377931022441 0.00070300966670984422 0.00038630406663933562 leaf_weight=28.033925320021808 6.5563267348334184 23.826318064704537 137.35225597117096 leaf_count=1135 122 124 1066 internal_value=0 -0.000640648 0.000282157 internal_weight=0 51.8602 143.909 internal_count=2447 1259 1188 is_linear=0 shrinkage=0.00175164 Tree=2150 num_leaves=4 num_cat=0 split_feature=12 1 132 split_gain=11.755 12.7689 10.8063 threshold=0.081095000000000014 0.12796000000000002 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.6243096612716767e-05 -0.00012560660867045107 0.00031520362564342944 0.00035875818618683796 leaf_weight=103.1701728599146 87.557181808864698 8.2953564133495075 13.629337504506109 leaf_count=618 1742 49 76 internal_value=0 -8.71344e-05 7.41849e-05 internal_weight=0 95.8525 116.8 internal_count=2485 1791 694 is_linear=0 shrinkage=0.000341582 Tree=2151 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=10.1832 14.7973 10.1356 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011913928936819259 -0.00092463976072073868 0.00026798675497472602 0.00030020315805478082 leaf_weight=29.027677835663781 14.202980633825062 24.247926292009652 129.38634580839425 leaf_count=1130 145 133 1055 internal_value=0 -0.000528 0.000178423 internal_weight=0 53.2756 143.589 internal_count=2463 1263 1200 is_linear=0 shrinkage=0.00138116 Tree=2152 num_leaves=4 num_cat=0 split_feature=484 52 123 split_gain=10.6686 10.5547 6.38274 threshold=-1.0000000180025095e-35 -0.40306999999999998 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035662240618260851 -0.00034488131662977297 2.2187427436649924e-05 0.00034833281968516694 leaf_weight=16.002456454327334 10.379001463763414 173.55562809668481 1.7144477851688851 leaf_count=403 227 1832 9 internal_value=0 1.27738e-06 -0.000286645 internal_weight=0 183.935 17.7169 internal_count=2471 2059 412 is_linear=0 shrinkage=0.000355382 Tree=2153 num_leaves=4 num_cat=0 split_feature=15 47 1 split_gain=11.1096 9.47279 8.30081 threshold=0.084050000000000014 0.086380000000000012 0.12864500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033693910184548931 -0.0013314210891211978 -0.00051852546962270394 0.0012167734641200007 leaf_weight=133.92704803356901 19.360564901377078 36.787786717526615 3.2583271302282801 leaf_count=1316 810 316 15 internal_value=0 0.000152374 -0.00096016 internal_weight=0 170.715 22.6189 internal_count=2457 1632 825 is_linear=0 shrinkage=0.00149501 Tree=2154 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=16.2404 13.54 8.22506 threshold=0.10098000000000001 0.11439500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012954827256708883 0.00026002663175214578 0.00030535578830432746 2.924963467742465e-05 leaf_weight=110.12054809974506 25.54939010925591 8.9319100305438024 60.625345978885889 leaf_count=1834 236 28 386 internal_value=0 -9.66633e-05 9.79198e-05 internal_weight=0 119.052 86.1747 internal_count=2484 1862 622 is_linear=0 shrinkage=0.000341582 Tree=2155 num_leaves=3 num_cat=0 split_feature=160 1213 split_gain=11.1791 9.16388 threshold=-0.25833999999999996 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017614549530335253 -0.0016676668899207766 0.00017318865904401466 leaf_weight=7.2685672973748288 6.1353804459795347 186.0117708229227 leaf_count=201 221 2059 internal_value=0 0.000113472 internal_weight=0 192.147 internal_count=2481 2280 is_linear=0 shrinkage=0.00149501 Tree=2156 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=14.7439 13.6086 8.50576 threshold=0.099325000000000011 -0.066264999999999991 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001545364432907756 -0.00018898160723636521 8.331682739042874e-05 0.00014115670024396882 leaf_weight=74.78402338270098 9.3140071369707567 39.570696582086384 79.116654726676643 leaf_count=1569 103 263 535 internal_value=0 -7.223e-05 0.00010619 internal_weight=0 114.355 88.4307 internal_count=2470 1832 638 is_linear=0 shrinkage=0.000328318 Tree=2157 num_leaves=4 num_cat=0 split_feature=457 9 1 split_gain=11.7147 10.1688 6.84518 threshold=0.080930000000000016 -0.036024999999999995 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017356454296884474 -0.00020047143489847766 -0.00018273771521825561 0.0012351810070580413 leaf_weight=6.0483126835897556 9.9875353928655368 163.12272359372582 24.62104407697916 leaf_count=61 84 2209 128 internal_value=0 -0.000113048 0.000821562 internal_weight=0 169.171 34.6086 internal_count=2482 2270 212 is_linear=0 shrinkage=0.00146569 Tree=2158 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=10.8457 10.9371 threshold=0.10380000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0007932387704352123 -0.0029079363496740569 0.00023954798557185753 leaf_weight=30.69633136340417 3.0128355231136075 158.95381038030609 leaf_count=662 22 1745 internal_value=0 7.20141e-05 internal_weight=0 189.65 internal_count=2429 2407 is_linear=0 shrinkage=0.00158651 Tree=2159 num_leaves=4 num_cat=0 split_feature=43 3 447 split_gain=11.1911 15.3533 11.6821 threshold=-0.074459999999999985 -0.077724999999999975 0.084700000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020182799121506735 -0.00048706120900154887 0.0012180141584813126 0.0010851474586159784 leaf_weight=40.2113622718025 107.46249316132162 33.853608588688076 12.687337331473826 leaf_count=681 1446 276 71 internal_value=0 0.000448012 -0.000320187 internal_weight=0 74.065 120.15 internal_count=2474 957 1517 is_linear=0 shrinkage=0.00155541 Tree=2160 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=12.2888 14.3709 11.9735 threshold=0.094405000000000003 0.018975000000000002 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013567610488450355 -0.00012888627651562679 0.00013220512740150082 0.00014859743420215848 leaf_weight=75.755281529389322 19.927982406690717 28.458457093685865 82.414733470417559 leaf_count=1600 203 120 543 internal_value=0 -6.24603e-05 9.44845e-05 internal_weight=0 104.214 102.343 internal_count=2466 1720 746 is_linear=0 shrinkage=0.00032188 Tree=2161 num_leaves=4 num_cat=0 split_feature=376 13 42 split_gain=12.394 12.7658 2.3403 threshold=0.048375000000000008 -0.16901999999999998 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020124338806650318 3.6025499540020441e-05 -6.8505532515547373e-05 0.00029498102885647281 leaf_weight=19.453536361455917 4.6704265214502838 163.29963473998941 13.869669352658091 leaf_count=134 17 2166 117 internal_value=0 -3.96859e-05 0.000230356 internal_weight=0 182.753 18.5401 internal_count=2434 2300 134 is_linear=0 shrinkage=0.000315569 Tree=2162 num_leaves=4 num_cat=0 split_feature=12 43 132 split_gain=11.0629 12.7979 11.0766 threshold=0.084045000000000022 -0.15246999999999997 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013305058078618307 0.0006601604674280505 -0.00061509737246872426 0.001390324097207282 leaf_weight=97.814401162322611 17.468984428793192 65.748727256199345 14.026965046301482 leaf_count=715 147 1487 82 internal_value=0 -0.000346869 0.000291969 internal_weight=0 83.2177 111.841 internal_count=2431 1634 797 is_linear=0 shrinkage=0.00132752 Tree=2163 num_leaves=3 num_cat=0 split_feature=160 128 split_gain=10.6045 10.1542 threshold=-0.25833999999999996 0.085185000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001943344655915006 0.00011012175761620295 -0.0020053445191875845 leaf_weight=7.5487798163667312 181.0766099167522 6.2883721285033962 leaf_count=203 2060 151 internal_value=0 3.79669e-05 internal_weight=0 187.365 internal_count=2414 2211 is_linear=0 shrinkage=0.00165061 Tree=2164 num_leaves=4 num_cat=0 split_feature=2 376 1 split_gain=11.4225 8.80129 1.17552 threshold=0.14753000000000002 1.0000000180025095e-35 0.12419000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025444825097115239 0.00057029107366387882 0.00088183477531047659 0.001586403885982084 leaf_weight=162.12664552719798 3.8695992743596426 17.457765909843147 9.6745599899440986 leaf_count=2257 34 121 83 internal_value=0 -0.000143507 0.00130315 internal_weight=0 179.584 13.5442 internal_count=2495 2378 117 is_linear=0 shrinkage=0.00152491 Tree=2165 num_leaves=4 num_cat=0 split_feature=484 3 40 split_gain=10.5392 9.3643 6.63392 threshold=-0.0068949999999999992 -0.10072999999999999 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00094286129892882594 0.00060800597570979183 -5.1474758175527828e-05 -0.0013219939387583482 leaf_weight=2.417717717587947 47.393225057981908 133.70623734476976 13.205447348533196 leaf_count=13 299 1779 383 internal_value=0 0.000121379 -0.000967288 internal_weight=0 181.099 15.6232 internal_count=2474 2078 396 is_linear=0 shrinkage=0.00127598 Tree=2166 num_leaves=3 num_cat=0 split_feature=31 15 split_gain=9.30492 8.94925 threshold=-1.0000000180025095e-35 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0021863196541224185 2.0867151894133625e-05 -0.0012205604678181743 leaf_weight=6.0690605994313946 162.8811042518355 22.771248126868159 leaf_count=70 1559 830 internal_value=0 -0.000132044 internal_weight=0 185.652 internal_count=2459 2389 is_linear=0 shrinkage=0.00185885 Tree=2167 num_leaves=3 num_cat=0 split_feature=9 457 split_gain=8.77568 9.77668 threshold=-0.036024999999999995 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040578469657060276 -3.9619451438468701e-05 0.00016285680209910359 leaf_weight=6.4294956391677252 165.77008196944371 34.957165023311973 leaf_count=74 2206 207 internal_value=0 -4.28656e-06 internal_weight=0 200.727 internal_count=2487 2413 is_linear=0 shrinkage=0.000348413 Tree=2168 num_leaves=4 num_cat=0 split_feature=2 14 0 split_gain=11.2018 11.6018 0.380326 threshold=0.14753000000000002 0.076175000000000007 -0.057279999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.589421672020649e-06 0.00032277252625066217 -0.00045289126908600453 0.00020508012182666026 leaf_weight=179.8252791846171 7.9378636311739683 5.8542061392217866 5.6127654798328859 leaf_count=2243 61 75 53 internal_value=0 -1.99566e-05 0.000276104 internal_weight=0 185.679 13.5506 internal_count=2432 2318 114 is_linear=0 shrinkage=0.000315569 Tree=2169 num_leaves=4 num_cat=0 split_feature=1 0 43 split_gain=17.7903 12.9326 9.14097 threshold=0.099325000000000011 -0.060094999999999989 -0.074169999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015007643839929982 0.00023736853397832353 7.7407009513966965e-05 3.049820676620338e-05 leaf_weight=77.893963855458423 31.819742169231176 34.417274042032659 56.944092040881515 leaf_count=1616 234 209 410 internal_value=0 -8.03575e-05 0.000104862 internal_weight=0 112.311 88.7638 internal_count=2469 1825 644 is_linear=0 shrinkage=0.000309381 Tree=2170 num_leaves=4 num_cat=0 split_feature=14 0 14 split_gain=11.3303 11.2304 0.712171 threshold=0.076175000000000007 -0.10674499999999999 0.091685000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055578595436181824 -0.0012273766884707774 -0.0001331540155977291 -0.0022614183445903123 leaf_weight=73.614612072240561 3.1856158021837464 116.30550139793195 2.9505172865465283 leaf_count=369 47 1974 30 internal_value=0 0.000134055 -0.0017562 internal_weight=0 189.92 6.13613 internal_count=2420 2343 77 is_linear=0 shrinkage=0.00138116 Tree=2171 num_leaves=4 num_cat=0 split_feature=1 158 43 split_gain=15.0802 11.0081 8.33809 threshold=0.10098000000000001 0.077000000000000013 -0.041434999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5634668982593818e-05 0.00022259379806024944 -0.00038976236744085236 8.6225848726792319e-06 leaf_weight=101.82235361961648 32.622150551527739 11.764081857167183 49.066346755251288 leaf_count=1636 264 212 340 internal_value=0 -9.05898e-05 9.42593e-05 internal_weight=0 113.586 81.6885 internal_count=2452 1848 604 is_linear=0 shrinkage=0.000328318 Tree=2172 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=12.9015 13.8519 10.6725 threshold=0.10114000000000002 -0.10072999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010545990049514279 0.00025170105966887738 -0.00011828681740767777 2.4967423676643797e-05 leaf_weight=32.203905287198722 24.802453462965786 86.359303595498204 60.57535994797945 leaf_count=211 235 1659 382 internal_value=0 -5.7471e-05 9.10775e-05 internal_weight=0 118.563 85.3778 internal_count=2487 1870 617 is_linear=0 shrinkage=0.000291537 Tree=2173 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=11.1231 12.445 4.33836 threshold=0.12258000000000001 -0.11813499999999998 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012061253097554146 0.0016131539722758451 2.1578849976390713e-06 0.00040004049706975406 leaf_weight=20.928410415770486 10.12432613130659 141.23859611095395 16.886774448677897 leaf_count=398 130 1841 113 internal_value=0 -0.000154501 0.000859523 internal_weight=0 162.167 27.0111 internal_count=2482 2239 243 is_linear=0 shrinkage=0.00146569 Tree=2174 num_leaves=4 num_cat=0 split_feature=1 42 2 split_gain=9.90882 11.143 10.2478 threshold=0.077765000000000015 0.084050000000000014 0.14480500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015578179802386505 2.1660632677912582e-05 -0.0017916417438389345 0.001693041486047671 leaf_weight=37.344737916137092 130.38628371246159 18.202411144739017 11.685774912126361 leaf_count=661 1086 635 100 internal_value=0 -0.000694367 0.000160361 internal_weight=0 55.5471 142.072 internal_count=2482 1296 1186 is_linear=0 shrinkage=0.00171729 Tree=2175 num_leaves=4 num_cat=0 split_feature=150 51 43 split_gain=10.3999 10.2154 8.61262 threshold=0.081245000000000026 -0.076794999999999988 -0.59596999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001145656202102915 -0.00023482552555342793 0.0001903268555994827 -4.7481430668855343e-05 leaf_weight=0.56971853040158649 7.2753606010228387 45.039602962322533 151.21872021118179 leaf_count=4 81 260 2117 internal_value=0 0.000130826 -4.2162e-05 internal_weight=0 52.315 151.788 internal_count=2462 341 2121 is_linear=0 shrinkage=0.000334884 Tree=2176 num_leaves=3 num_cat=0 split_feature=10 14 split_gain=9.68952 9.46581 threshold=-0.088499999999999981 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0017575286992994946 -8.6777283806638969e-05 -0.0024097424430595143 leaf_weight=8.7059648754075152 178.73789757641498 5.6692556249909094 leaf_count=69 2315 78 internal_value=0 -0.000159611 internal_weight=0 184.407 internal_count=2462 2393 is_linear=0 shrinkage=0.00178667 Tree=2177 num_leaves=4 num_cat=0 split_feature=42 376 133 split_gain=10.0177 10.6255 3.1098 threshold=-0.094329999999999983 1.0000000180025095e-35 -0.077194999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7194914351005531e-05 -1.7125941928953194e-05 0.00026711857193423413 -0.00042103443551832039 leaf_weight=3.0959088348317882 170.55760403955355 16.031978679820895 8.2620323868468386 leaf_count=45 2136 130 170 internal_value=0 7.4422e-06 -0.000314996 internal_weight=0 186.59 11.3579 internal_count=2481 2266 215 is_linear=0 shrinkage=0.000334884 Tree=2178 num_leaves=4 num_cat=0 split_feature=123 133 42 split_gain=11.5248 10.2595 2.88217 threshold=1.0000000180025095e-35 0.098810000000000023 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1169323855328738e-06 -0.00014103682408779774 -0.0014832972016674221 0.0012554308153583059 leaf_weight=155.16431101469789 3.7962805479764965 10.614063490647821 18.647471282631159 leaf_count=1873 20 366 178 internal_value=0 -9.69515e-05 0.0010197 internal_weight=0 165.778 22.4438 internal_count=2437 2239 198 is_linear=0 shrinkage=0.00146569 Tree=2179 num_leaves=4 num_cat=0 split_feature=3 31 12 split_gain=9.44244 9.82481 1.76437 threshold=0.18307500000000002 -1.0000000180025095e-35 -0.040564999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035198668903025667 7.198645103370699e-05 -5.3947806479665985e-05 0.0003355772134482596 leaf_weight=5.535662072710692 3.5643780082464218 192.20403041085228 7.1016919407993537 leaf_count=60 56 2320 59 internal_value=0 -4.2391e-05 0.000249154 internal_weight=0 197.74 10.6661 internal_count=2495 2380 115 is_linear=0 shrinkage=0.000303315 Tree=2180 num_leaves=4 num_cat=0 split_feature=15 472 1 split_gain=10.8304 10.0789 7.39433 threshold=0.084050000000000014 -1.0000000180025095e-35 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041004753190161577 -0.00030271504999706135 5.9086027123950645e-05 0.00016932492896802999 leaf_weight=5.8731871168129137 20.018633361440155 172.61731257801875 5.2147084269672623 leaf_count=126 797 1480 25 internal_value=0 4.34019e-05 -0.000204846 internal_weight=0 178.49 25.2333 internal_count=2428 1606 822 is_linear=0 shrinkage=0.000355382 Tree=2181 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=8.91705 9.0385 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0021823403510922721 0.00039157318980034963 -0.00044426746489475142 leaf_weight=5.8829102041199794 72.861937709152699 115.29510913835838 leaf_count=65 417 1985 internal_value=0 -0.000120556 internal_weight=0 188.157 internal_count=2467 2402 is_linear=0 shrinkage=0.00185885 Tree=2182 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=11.9363 13.289 3.83871 threshold=0.12419000000000001 0.11951500000000001 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2564099054082403e-05 0.00028030229882513197 -0.00050247254343841028 4.8718925342093028e-06 leaf_weight=175.69504829612561 19.55588319897652 6.0664798803627482 7.5531547442078582 leaf_count=2255 193 39 34 internal_value=0 -2.92146e-05 0.000203897 internal_weight=0 181.762 27.109 internal_count=2521 2294 227 is_linear=0 shrinkage=0.000328318 Tree=2183 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=10.9218 17.398 14.071 threshold=-0.060129999999999996 0.083135000000000014 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014363054282879597 0.0010486338918417124 7.4019941359560869e-05 -0.0011113957897243016 leaf_weight=33.993849281221628 49.388587821274996 98.413732454180717 12.458926724269984 leaf_count=1213 351 792 103 internal_value=0 -0.000314622 0.000612283 internal_weight=0 132.408 61.8475 internal_count=2459 2005 454 is_linear=0 shrinkage=0.00182241 Tree=2184 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=12.7927 15.3225 threshold=-0.42985499999999993 -0.060129999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034046785047606957 -2.4609369370733477e-05 0.00017106224371217792 leaf_weight=9.5114953520242107 136.89730810746551 56.094868109561503 leaf_count=237 1900 331 internal_value=0 3.23305e-05 internal_weight=0 192.992 internal_count=2468 2231 is_linear=0 shrinkage=0.000315569 Tree=2185 num_leaves=4 num_cat=0 split_feature=41 15 16 split_gain=9.19389 9.44109 0.447553 threshold=0.083035000000000012 -0.37478999999999996 -0.15552499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011117529206273746 -0.0010962189975467539 -0.00010392280298609798 -0.0018644551134771256 leaf_weight=16.914494159631431 3.7687891330569983 167.36394039879087 5.512335602194069 leaf_count=171 27 2211 56 internal_value=0 8.26861e-06 -0.00156928 internal_weight=0 184.278 9.28112 internal_count=2465 2382 83 is_linear=0 shrinkage=0.00155541 Tree=2186 num_leaves=4 num_cat=0 split_feature=1 15 42 split_gain=10.7588 12.6414 3.79573 threshold=0.12212000000000002 0.048235000000000007 0.10017000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9724547455010393e-06 0.00010727697434181094 -0.00025222612190421874 0.00037139416739659711 leaf_weight=147.0546817346476 22.356188881210986 24.506142330588773 7.9179083053022614 leaf_count=1352 192 904 57 internal_value=0 -3.44787e-05 0.000177468 internal_weight=0 171.561 30.2741 internal_count=2505 2256 249 is_linear=0 shrinkage=0.000328318 Tree=2187 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=10.7361 14.5248 9.39823 threshold=0.10098000000000001 0.087005000000000013 0.090100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0044029673991001e-06 0.00017586275634556058 -0.00028869004618735378 -9.461670096160433e-05 leaf_weight=92.610204783035442 62.118793308734894 28.958668210776523 23.080881268717349 leaf_count=1195 468 670 147 internal_value=0 -6.51572e-05 0.000102561 internal_weight=0 121.569 85.1997 internal_count=2480 1865 615 is_linear=0 shrinkage=0.000362489 Tree=2188 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=11.2122 13.1084 11.8029 threshold=0.27626000000000001 0.080455000000000013 0.12118000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9894709418124493e-06 0.00021661253536087947 -0.00035828518823133239 -0.00028558893263477944 leaf_weight=157.79268190683797 32.038794613443315 9.9363584164530021 4.6511678099632254 leaf_count=2079 268 111 21 internal_value=0 -2.89663e-05 0.000152274 internal_weight=0 167.729 36.69 internal_count=2479 2190 289 is_linear=0 shrinkage=0.000297367 Tree=2189 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=11.4916 10.3276 7.78472 threshold=0.10384000000000002 -0.13314999999999996 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4871604332210869e-05 0.00014469398302279665 -0.00011866573073007715 -0.00012658657376891488 leaf_weight=36.209455129690468 63.529982789419591 89.410199271049351 13.1488771289587 leaf_count=187 487 1704 62 internal_value=0 -5.99734e-05 9.80581e-05 internal_weight=0 125.62 76.6789 internal_count=2440 1891 549 is_linear=0 shrinkage=0.00032188 Tree=2190 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=10.1623 11.9657 0.703045 threshold=-0.38113999999999992 -0.16901999999999998 0.11481500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018423744850362676 0.0012624580687375362 -8.5287970881290956e-05 -0.0034113627154068165 leaf_weight=3.337956086266785 19.111516592092812 168.0108800844755 1.2821349557489155 leaf_count=127 143 2161 9 internal_value=0 5.30351e-05 -0.0023482 internal_weight=0 187.122 4.62009 internal_count=2440 2304 136 is_linear=0 shrinkage=0.00161824 Tree=2191 num_leaves=4 num_cat=0 split_feature=1213 472 4 split_gain=10.3822 8.60711 4.42408 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.16171499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017956298609960535 -0.0019270114613135372 0.00012149374912244605 -0.001818735871269669 leaf_weight=0.95795981585979362 5.9012915694620451 175.38040809775703 11.515788257122038 leaf_count=3 134 1940 394 internal_value=0 5.36601e-05 -0.00152765 internal_weight=0 181.282 12.4737 internal_count=2471 2074 397 is_linear=0 shrinkage=0.00168362 Tree=2192 num_leaves=4 num_cat=0 split_feature=484 3 40 split_gain=11.5433 10.9694 7.63647 threshold=-1.0000000180025095e-35 -0.12077499999999998 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010715340996697365 0.00078648927789318028 -0.00021205601488597214 -0.0019750039242781791 leaf_weight=2.7400697693228731 40.707882646936923 131.99779805541039 13.488688380573876 leaf_count=17 228 1807 399 internal_value=0 2.36649e-05 -0.00145681 internal_weight=0 172.706 16.2288 internal_count=2451 2035 416 is_linear=0 shrinkage=0.00168362 Tree=2193 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=9.65344 11.1472 threshold=0.091330000000000008 0.12158500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014013691018135749 -0.0021473322848873893 0.00086682457129264826 leaf_weight=164.49709199531935 4.4744192101061335 27.461275079287589 leaf_count=2225 29 244 internal_value=0 4.33882e-06 internal_weight=0 191.958 internal_count=2498 2469 is_linear=0 shrinkage=0.00146569 Tree=2194 num_leaves=4 num_cat=0 split_feature=1 13 48 split_gain=11.0273 12.5756 9.24986 threshold=0.10114000000000002 -0.47860499999999995 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037247935430516674 0.00013090282682488174 -8.1890796145727053e-05 -0.00016362647326059659 leaf_weight=6.2914891466498366 74.414637215435505 115.62492601247504 12.284822583198546 leaf_count=18 548 1825 59 internal_value=0 -5.81228e-05 8.90125e-05 internal_weight=0 121.916 86.6995 internal_count=2450 1843 607 is_linear=0 shrinkage=0.000315569 Tree=2195 num_leaves=4 num_cat=0 split_feature=376 13 123 split_gain=12.2063 12.528 1.62052 threshold=0.048375000000000008 -0.24588999999999997 0.088205000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011561953433225495 0.00086927977389014612 -0.00032130356862576951 0.0019423891156740486 leaf_weight=15.145358085632322 10.2026603333652 154.35973306326196 5.3123557716608039 leaf_count=123 76 2196 48 internal_value=0 -0.000188612 0.001248 internal_weight=0 169.505 15.515 internal_count=2443 2319 124 is_linear=0 shrinkage=0.00155541 Tree=2196 num_leaves=4 num_cat=0 split_feature=52 1 4 split_gain=10.8482 10.5828 3.43042 threshold=-0.24526499999999998 0.10282000000000001 0.10583000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035486053411324314 -6.8874211237570477e-05 8.6124215095063062e-05 0.00010219380513462717 leaf_weight=12.166118057211859 110.59510633489117 72.544846249744296 1.8362977057695378 leaf_count=279 1677 498 7 internal_value=0 -7.46159e-06 -0.000294587 internal_weight=0 183.14 14.0024 internal_count=2461 2175 286 is_linear=0 shrinkage=0.000315569 Tree=2197 num_leaves=4 num_cat=0 split_feature=43 3 43 split_gain=8.84274 14.1583 9.27536 threshold=-0.074459999999999985 -0.077724999999999975 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019906589778464172 -0.001086898348429788 0.0010804832629107911 -5.3283309035641273e-05 leaf_weight=38.287835772614926 21.756916995975189 33.301487158518285 99.519130082684569 leaf_count=682 616 279 870 internal_value=0 0.000396905 -0.000239545 internal_weight=0 71.5893 121.276 internal_count=2447 961 1486 is_linear=0 shrinkage=0.00143696 Tree=2198 num_leaves=4 num_cat=0 split_feature=1 43 42 split_gain=10.4 11.2958 10.7307 threshold=0.10098000000000001 -0.046564999999999995 0.091705000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010734415775887579 0.0010825577193936575 -8.1895708219880379e-05 -0.0013666105513698591 leaf_weight=93.726211535860784 31.866708788089454 44.533649015240371 17.928303108317778 leaf_count=1485 261 348 394 internal_value=0 0.000404673 -0.00031071 internal_weight=0 76.4004 111.655 internal_count=2488 609 1879 is_linear=0 shrinkage=0.00149501 Tree=2199 num_leaves=4 num_cat=0 split_feature=484 1213 147 split_gain=9.44242 9.12263 6.33161 threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.088520000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014141267406377013 -0.0011445093160136141 0.00027818704599145451 0.0018666430446532623 leaf_weight=14.532106530969033 12.08416419662535 162.70711467298679 1.5503470264375199 leaf_count=377 375 1692 12 internal_value=0 0.000179159 -0.00108714 internal_weight=0 174.791 16.0825 internal_count=2456 2067 389 is_linear=0 shrinkage=0.00158651 Tree=2200 num_leaves=4 num_cat=0 split_feature=124 3 42 split_gain=10.8309 10.9548 6.45066 threshold=-0.043384999999999993 -0.10072999999999999 -0.088814999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014338046169157695 9.8791546130077423e-05 -7.4369906743773225e-05 0.00027481830836481374 leaf_weight=4.569771587848666 54.711844757199287 122.17907480942085 21.471683673094958 leaf_count=24 343 1917 184 internal_value=0 -2.0783e-05 0.000201133 internal_weight=0 176.891 26.0415 internal_count=2468 2260 208 is_linear=0 shrinkage=0.00032188 Tree=2201 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=12.896 13.1488 9.98256 threshold=0.099325000000000011 -0.10115999999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5508640159599112e-05 -0.00034051723526094287 -0.00015046326199329442 0.00011450758045986204 leaf_weight=31.613402554765344 5.2127349702641359 77.597890843404457 81.707556418143213 leaf_count=208 93 1599 550 internal_value=0 -7.92369e-05 8.68161e-05 internal_weight=0 109.211 86.9203 internal_count=2450 1807 643 is_linear=0 shrinkage=0.00032188 Tree=2202 num_leaves=4 num_cat=0 split_feature=15 41 2 split_gain=13.4306 9.86725 7.60897 threshold=0.084050000000000014 0.083035000000000012 0.12389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022522075596456584 -0.0014709946677165585 -0.0012793774415644685 0.00063787761254354553 leaf_weight=161.38755415403284 17.548634275794033 9.4202704783529025 4.3474850589409462 leaf_count=1530 792 78 37 internal_value=0 0.000141456 -0.00105116 internal_weight=0 170.808 21.8961 internal_count=2437 1608 829 is_linear=0 shrinkage=0.00143696 Tree=2203 num_leaves=4 num_cat=0 split_feature=1 52 454 split_gain=13.1586 11.4345 10.0203 threshold=0.10384000000000002 0.19255000000000003 0.085470000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001141380645946181 0.00011620469378581077 -0.00034159964686747689 0.00031477903796410577 leaf_weight=112.28989969182294 69.589822133071721 6.0433990918099871 5.8352509327232829 leaf_count=1874 518 48 19 internal_value=0 7.91734e-05 -9.2672e-05 internal_weight=0 75.6332 118.125 internal_count=2459 566 1893 is_linear=0 shrinkage=0.00032188 Tree=2204 num_leaves=4 num_cat=0 split_feature=1 48 43 split_gain=9.93939 12.883 2.93983 threshold=0.12419000000000001 0.12649500000000002 -0.069494999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013230832839286391 0.0015684510306447691 -0.0027847097439130642 0.00044646460781233577 leaf_weight=160.72184789122548 8.7745542949996906 4.4444508077576748 15.892804087605326 leaf_count=2206 83 35 145 internal_value=0 -0.00020552 0.000850856 internal_weight=0 165.166 24.6674 internal_count=2469 2241 228 is_linear=0 shrinkage=0.00155541 Tree=2205 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=8.69472 8.90981 threshold=-0.094929999999999987 0.078435000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001793744107778433 -4.9008614406187727e-05 0.00081615988540520684 leaf_weight=5.1153695732355109 158.4593760475982 28.97639122325927 leaf_count=42 2259 179 internal_value=0 8.51484e-05 internal_weight=0 187.436 internal_count=2480 2438 is_linear=0 shrinkage=0.00143696 Tree=2206 num_leaves=4 num_cat=0 split_feature=123 50 2 split_gain=12.2508 9.83956 4.79527 threshold=1.0000000180025095e-35 0.07826000000000001 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4685113695480651e-05 8.2755647478130976e-06 -0.0013178232403206322 0.001549717772136952 leaf_weight=146.77397622191347 8.25724167795852 19.208344623679295 16.353289823047817 leaf_count=1801 89 449 125 internal_value=0 -0.000210495 0.00103492 internal_weight=0 165.982 24.6105 internal_count=2464 2250 214 is_linear=0 shrinkage=0.00165061 Tree=2207 num_leaves=4 num_cat=0 split_feature=124 151 42 split_gain=10.6619 9.65406 5.46724 threshold=-0.043384999999999993 -0.50776499999999991 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.0248803814899458e-05 -0.0027466950244761025 -0.0001126080687736885 0.0015156805089321366 leaf_weight=8.9124229340814072 3.6152208151761434 163.43220954097342 16.167852581478655 leaf_count=52 38 2225 156 internal_value=0 -0.000171416 0.000957886 internal_weight=0 167.047 25.0803 internal_count=2471 2263 208 is_linear=0 shrinkage=0.00161824 Tree=2208 num_leaves=4 num_cat=0 split_feature=16 128 40 split_gain=11.0094 10.3496 7.39418 threshold=0.26538000000000006 0.085185000000000025 0.064905000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3432621864556147e-05 -0.00033566580728840227 -0.00044473787628252778 0.00027230444492265456 leaf_weight=175.66725528403185 18.087064087390903 5.7864164330530903 2.9857779480516902 leaf_count=1994 292 142 10 internal_value=0 2.76006e-05 -0.00024854 internal_weight=0 181.454 21.0728 internal_count=2438 2136 302 is_linear=0 shrinkage=0.000362489 Tree=2209 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=8.73561 9.92328 threshold=0.10071000000000001 0.23993500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00016431196390523229 -0.0026248411794607676 0.00069102367723572553 leaf_weight=148.65859529294539 2.9475966673344365 41.989403679035604 leaf_count=2147 16 325 internal_value=0 2.43671e-05 internal_weight=0 190.648 internal_count=2488 2472 is_linear=0 shrinkage=0.00155541 Tree=2210 num_leaves=4 num_cat=0 split_feature=2 31 11 split_gain=11.208 13.1855 10.2135 threshold=0.092135000000000009 -1.0000000180025095e-35 0.088215000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019032006331551091 0.0003957152111808162 -0.00070201928710857391 -0.0016990323661835291 leaf_weight=5.3328654724173239 96.137836659909226 78.49182862311136 6.3975476492196313 leaf_count=67 918 1398 66 internal_value=0 -0.000533959 0.000263306 internal_weight=0 83.8247 102.535 internal_count=2449 1465 984 is_linear=0 shrinkage=0.00161824 Tree=2211 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=12.6246 13.1474 7.1404 threshold=0.10384000000000002 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1547769537080593e-05 0.00014352216845263936 0.00033191534907406881 -4.9183899176498097e-05 leaf_weight=119.40948767075315 54.012703345157206 6.7464336678385726 24.722590205259621 leaf_count=1918 424 23 152 internal_value=0 -6.8628e-05 8.30293e-05 internal_weight=0 126.156 78.7353 internal_count=2517 1941 576 is_linear=0 shrinkage=0.000297367 Tree=2212 num_leaves=4 num_cat=0 split_feature=43 13 51 split_gain=8.9723 9.4993 4.28539 threshold=0.2506000000000001 -0.090744999999999978 -0.095334999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00094693923282734979 0.00058472865912821031 -9.4181103325975256e-05 -0.0027323212130746896 leaf_weight=40.314030755311251 1.7888532276265321 142.69568998378236 5.8012629228178403 leaf_count=361 16 1950 129 internal_value=0 0.000135599 -0.00195342 internal_weight=0 183.01 7.59012 internal_count=2456 2311 145 is_linear=0 shrinkage=0.00189603 Tree=2213 num_leaves=4 num_cat=0 split_feature=133 472 15 split_gain=8.51409 8.497 1.16834 threshold=0.14391000000000001 -1.0000000180025095e-35 -0.14015999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019225220605039713 0.00022602206858847213 0.00021152859306983369 -0.0019573808675061107 leaf_weight=5.3323592813685528 0.75512156356126059 185.53668208734598 6.2656816802918902 leaf_count=123 16 2110 241 internal_value=0 0.000150817 -0.00172268 internal_weight=0 190.869 7.0208 internal_count=2490 2233 257 is_linear=0 shrinkage=0.00168362 Tree=2214 num_leaves=4 num_cat=0 split_feature=155 0 0 split_gain=8.80172 9.80734 0.147962 threshold=0.090695000000000012 -0.060644999999999991 -0.070929999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016754757985496359 -0.0025178298379495696 0.00067208182119010999 -0.0016989307029862144 leaf_weight=130.3861831977265 1.630394661799073 59.730243801604956 4.6526537649333468 leaf_count=1970 40 389 101 internal_value=0 9.64851e-05 -0.00195179 internal_weight=0 190.116 6.28305 internal_count=2500 2359 141 is_linear=0 shrinkage=0.00171729 Tree=2215 num_leaves=4 num_cat=0 split_feature=43 1 13 split_gain=10.001 8.07882 1.51196 threshold=0.25619500000000001 0.12337000000000002 -0.15145999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3580978447260071e-05 -0.0026602170262011401 0.00072834689915568507 -0.0011475081114893466 leaf_weight=162.33155544556212 1.3506757169961927 24.658769783563912 4.4600090694148085 leaf_count=2091 7 231 131 internal_value=0 7.59537e-05 -0.00154278 internal_weight=0 186.99 5.81068 internal_count=2460 2322 138 is_linear=0 shrinkage=0.00122643 Tree=2216 num_leaves=4 num_cat=0 split_feature=484 151 150 split_gain=9.86328 9.83013 8.20818 threshold=-0.0068949999999999992 -0.52082499999999987 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030037860511858883 -0.00043073565891362187 5.4155041036478258e-05 0.00023980243676363489 leaf_weight=14.193654944421725 3.9815542045980683 180.3636862966232 3.2278254609554997 leaf_count=375 40 2022 15 internal_value=0 4.34271e-05 -0.000199402 internal_weight=0 184.345 17.4215 internal_count=2452 2062 390 is_linear=0 shrinkage=0.000309381 Tree=2217 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=11.7944 13.7273 12.5082 threshold=1.0000000180025095e-35 -0.034484999999999995 0.11439500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018315629640413438 -0.00012754595824617841 0.00010444949689765418 0.00031185773088130369 leaf_weight=46.095576970372349 33.510720333550125 103.80812124721706 5.6092610508203498 leaf_count=1284 482 693 16 internal_value=0 4.77765e-05 -0.000128896 internal_weight=0 137.319 51.7048 internal_count=2475 1175 1300 is_linear=0 shrinkage=0.000315569 Tree=2218 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=12.9685 13.6569 10.0033 threshold=0.10098000000000001 -0.12077499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013872902175252985 0.00018559270736474213 -0.00013180988214169193 -6.4296877354617202e-05 leaf_weight=27.304403554648161 56.117992095649242 88.403842745814472 26.33168213441968 leaf_count=144 452 1709 162 internal_value=0 -6.78967e-05 0.000105807 internal_weight=0 115.708 82.4497 internal_count=2467 1853 614 is_linear=0 shrinkage=0.000334884 Tree=2219 num_leaves=4 num_cat=0 split_feature=484 3 123 split_gain=10.4385 10.3065 5.53011 threshold=-0.0068949999999999992 -0.10072999999999999 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027074558466395681 0.00015197753367228228 -7.1500946067130193e-06 0.00028659230196946046 leaf_weight=14.566894550342115 49.389795865863562 131.84833202906884 1.6716154180467118 leaf_count=393 304 1756 11 internal_value=0 3.62814e-05 -0.000211803 internal_weight=0 181.238 16.2385 internal_count=2464 2060 404 is_linear=0 shrinkage=0.000297367 Tree=2220 num_leaves=4 num_cat=0 split_feature=43 123 42 split_gain=11.1189 9.38694 1.06555 threshold=0.25619500000000001 1.0000000180025095e-35 -0.0057599999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0664399686357844e-05 -0.00019554411770673151 0.00021076840174815467 -0.00049149711829054839 leaf_weight=169.37125723273493 2.0929780418518931 23.385961011052132 4.7656893827952436 leaf_count=2133 102 200 47 internal_value=0 1.63073e-05 -0.000405776 internal_weight=0 192.757 6.85867 internal_count=2482 2333 149 is_linear=0 shrinkage=0.000328318 Tree=2221 num_leaves=4 num_cat=0 split_feature=4 160 13 split_gain=10.6108 9.11092 1.44047 threshold=-0.49367499999999992 -0.40446999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013049216842990336 -0.00036697308604670008 3.9662360662859564e-05 -0.00036805184593235215 leaf_weight=4.5763930194079867 6.2868797874543807 180.38750558916945 8.4029935635626298 leaf_count=34 176 2142 95 internal_value=0 2.57558e-05 -0.000286123 internal_weight=0 186.674 12.9794 internal_count=2447 2318 129 is_linear=0 shrinkage=0.000334884 Tree=2222 num_leaves=4 num_cat=0 split_feature=39 48 42 split_gain=9.77707 14.244 6.30318 threshold=0.0095750000000000019 0.11951500000000001 -0.0044549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5984094599639453e-05 -0.00047932063396423938 -0.0019979451979865808 0.001074067914838239 leaf_weight=145.90968187304679 7.8203436201438299 9.3374230754561705 26.257500809151679 leaf_count=2105 47 64 232 internal_value=0 -0.000183539 0.000717187 internal_weight=0 155.247 34.0778 internal_count=2448 2169 279 is_linear=0 shrinkage=0.00152491 Tree=2223 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=9.43385 14.1848 11.774 threshold=-0.061889999999999994 -0.049374999999999995 -0.4214949999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00082858076438608295 -0.00052529818968797041 0.00016471438866423976 0.00093094804943156661 leaf_weight=55.882416253327392 18.097473286092281 75.336054706946015 38.959883093833923 leaf_count=1546 149 478 298 internal_value=0 -0.000258649 0.000468931 internal_weight=0 131.218 57.0574 internal_count=2471 2024 447 is_linear=0 shrinkage=0.00149501 Tree=2224 num_leaves=4 num_cat=0 split_feature=1456 160 12 split_gain=9.64365 10.2078 2.37352 threshold=1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042109968338576294 0.00018632326491334418 4.1493037272469742e-05 -0.00045094025436271474 leaf_weight=6.115334552479907 0.76711643394082774 185.26580382371321 6.6591296275146297 leaf_count=157 8 2086 210 internal_value=0 2.64739e-05 -0.000383322 internal_weight=0 191.381 7.42625 internal_count=2461 2243 218 is_linear=0 shrinkage=0.000355382 Tree=2225 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=9.59707 20.5387 12.5931 threshold=-0.10674499999999999 -0.074664999999999995 -0.095804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.715050327061849e-05 -0.00023520337760644851 5.5993007374841593e-05 0.00021514051362413628 leaf_weight=30.376744258217514 44.338385115377605 77.50910463440232 46.638040672056377 leaf_count=191 1269 759 233 internal_value=0 -5.00874e-05 0.000103861 internal_weight=0 121.847 77.0148 internal_count=2452 2028 424 is_linear=0 shrinkage=0.000341582 Tree=2226 num_leaves=4 num_cat=0 split_feature=3 3 42 split_gain=10.3153 17.2023 9.08816 threshold=-0.10072999999999999 -0.049374999999999995 0.094055000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019329045686399015 -0.00020756050335576074 3.92435411087277e-05 -0.0001895203066058128 leaf_weight=42.873306669294834 44.358887823997065 96.413471853360534 7.823202507570385 leaf_count=279 1455 643 56 internal_value=0 -3.86302e-05 0.00013393 internal_weight=0 140.772 50.6965 internal_count=2433 2098 335 is_linear=0 shrinkage=0.000328318 Tree=2227 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=14.5858 17.9818 11.8158 threshold=0.083325000000000024 -0.15552499999999997 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.325131966680786e-05 0.000142011576542674 -0.00021477840332976287 0.00036295967376561133 leaf_weight=102.63388132629916 23.812898170202971 60.561888745287433 15.03440812602639 leaf_count=654 170 1561 87 internal_value=0 -0.000114028 7.5683e-05 internal_weight=0 84.3748 117.668 internal_count=2472 1731 741 is_linear=0 shrinkage=0.000348413 Tree=2228 num_leaves=4 num_cat=0 split_feature=1 0 160 split_gain=13.5657 11.7158 3.54951 threshold=0.12258000000000001 -0.10674499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6941799765826164e-05 1.1669244851332799e-05 -9.1675558287548155e-05 0.00027802418515081442 leaf_weight=68.57375041116029 6.5441720848903087 101.8350251337979 20.900431231595576 leaf_count=370 72 1850 163 internal_value=0 -2.38167e-05 0.000214817 internal_weight=0 170.409 27.4446 internal_count=2455 2220 235 is_linear=0 shrinkage=0.000315569 Tree=2229 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=11.4964 12.4592 7.91211 threshold=0.10114000000000002 -0.12077499999999998 -0.069494999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011750695792974708 0.0002118714935378513 -0.00011287091342081713 1.6460481872269919e-05 leaf_weight=29.814000896178186 32.849011124111712 90.174167930381373 49.846138125285506 leaf_count=155 258 1698 363 internal_value=0 -5.55717e-05 9.42652e-05 internal_weight=0 119.988 82.6951 internal_count=2474 1853 621 is_linear=0 shrinkage=0.000309381 Tree=2230 num_leaves=4 num_cat=0 split_feature=2 2 150 split_gain=12.6211 16.5259 9.96323 threshold=0.089810000000000015 -1.0000000180025095e-35 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0008006000631144497 1.8267656752670025e-05 -0.0010076484025904359 0.0010772630931555215 leaf_weight=17.541375056374818 84.500791774480604 52.944669194985181 31.993827864527702 leaf_count=152 957 1171 197 internal_value=0 -0.000557086 0.000309863 internal_weight=0 70.486 116.495 internal_count=2477 1323 1154 is_linear=0 shrinkage=0.00161824 Tree=2231 num_leaves=4 num_cat=0 split_feature=457 1456 15 split_gain=11.0845 9.75041 6.56233 threshold=0.080930000000000016 -1.0000000180025095e-35 -0.034554999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036779452862762096 0.00028845856256426417 -2.2766975276823278e-07 -1.7336850239417298e-05 leaf_weight=8.0713938262779248 22.705301396548748 157.54170415271074 11.298058594577013 leaf_count=226 111 2032 89 internal_value=0 -1.8378e-05 0.000187131 internal_weight=0 165.613 34.0034 internal_count=2458 2258 200 is_linear=0 shrinkage=0.000328318 Tree=2232 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=11.279 14.0742 1.65788 threshold=-0.24588999999999997 0.0095750000000000019 -0.11749 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011547460752220556 -6.9163606691160094e-05 0.00016980605189327775 0.00033991184658942983 leaf_weight=6.1955473348498371 150.15985976997763 37.244202452711761 12.022221049293874 leaf_count=68 2039 269 71 internal_value=0 -2.15984e-05 0.000264756 internal_weight=0 187.404 18.2178 internal_count=2447 2308 139 is_linear=0 shrinkage=0.000348413 Tree=2233 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=10.3984 13.876 11.5857 threshold=0.10098000000000001 -0.097754999999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9624917152027644e-05 0.00016823243107782468 -0.00013552785163027146 -9.5072202640033009e-05 leaf_weight=37.920563081279397 56.482784924097359 82.131820910377428 24.859197679907084 leaf_count=246 443 1623 157 internal_value=0 -6.12273e-05 8.77429e-05 internal_weight=0 120.052 81.342 internal_count=2469 1869 600 is_linear=0 shrinkage=0.00032188 Tree=2234 num_leaves=4 num_cat=0 split_feature=15 1456 4 split_gain=12.8774 9.41917 8.53793 threshold=0.084050000000000014 1.0000000180025095e-35 0.23716000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0581714179259652e-05 -0.0002996731186077982 -0.00033320200107853602 0.00029297460410680976 leaf_weight=169.43633514456451 21.317578723188493 7.3775810103397808 3.032607238739728 leaf_count=1461 822 157 13 internal_value=0 3.43676e-05 -0.000224861 internal_weight=0 176.814 24.3502 internal_count=2453 1618 835 is_linear=0 shrinkage=0.000334884 Tree=2235 num_leaves=4 num_cat=0 split_feature=480 1 16 split_gain=8.13414 8.81389 0.388536 threshold=0.084710000000000021 0.10114000000000002 -0.14847499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002020588688227647 -0.00097658934780656386 0.00071467003391122153 -0.0024774327648156213 leaf_weight=108.78252672962844 1.0868830890394745 74.226559166796505 4.9497916114050886 leaf_count=1686 20 579 155 internal_value=0 0.000169966 -0.00222992 internal_weight=0 183.009 6.03667 internal_count=2440 2265 175 is_linear=0 shrinkage=0.00205233 Tree=2236 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=10.2883 9.13354 5.45067 threshold=-0.29521499999999995 0.10098000000000001 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017909362174604957 -0.0001627132376398091 0.00054285701603445328 0.00086541066306323198 leaf_weight=10.077509448863564 108.52870340819936 70.144691363442689 2.1096772451419374 leaf_count=251 1665 506 16 internal_value=0 0.00011445 -0.00132741 internal_weight=0 178.673 12.1872 internal_count=2438 2171 267 is_linear=0 shrinkage=0.00152491 Tree=2237 num_leaves=4 num_cat=0 split_feature=1 15 52 split_gain=12.0009 13.0141 9.69981 threshold=0.099195000000000019 -0.095804999999999987 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032526773035770776 -0.0003560454108062506 -1.0647891147535439e-05 0.00013335044288159846 leaf_weight=17.375683492515236 4.7030297787860027 94.051821125438437 81.618210228160024 leaf_count=229 80 1625 561 internal_value=0 -5.99861e-05 0.00010626 internal_weight=0 111.428 86.3212 internal_count=2495 1854 641 is_linear=0 shrinkage=0.000334884 Tree=2238 num_leaves=4 num_cat=0 split_feature=4 14 1 split_gain=11.7357 8.71119 1.88235 threshold=-0.49367499999999992 0.076175000000000007 0.095950000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049569000664626429 2.6597200210160584e-05 -0.00040099029305236584 -0.00015224984242200027 leaf_weight=6.5170656852424127 179.87958144559525 6.1137887919321647 3.0855776146054268 leaf_count=60 2269 80 52 internal_value=0 1.23092e-05 -0.000388361 internal_weight=0 185.993 9.60264 internal_count=2461 2349 112 is_linear=0 shrinkage=0.000355382 Tree=2239 num_leaves=4 num_cat=0 split_feature=13 1 12 split_gain=8.49161 9.59949 2.36654 threshold=-0.18749999999999997 1.0000000180025095e-35 0.082695000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048946045490628077 -0.00069180402816097417 0.00017301116575854053 0.0016427878288668035 leaf_weight=9.1635507754981536 45.451334878103808 128.03237334266305 9.657371945679186 leaf_count=106 1278 1073 35 internal_value=0 -5.38635e-05 0.00108747 internal_weight=0 173.484 18.8209 internal_count=2492 2351 141 is_linear=0 shrinkage=0.00161824 Tree=2240 num_leaves=4 num_cat=0 split_feature=123 133 1 split_gain=11.6631 10.1338 3.08808 threshold=1.0000000180025095e-35 0.10637000000000002 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.907836482647982e-06 1.2630725612316082e-05 -0.00031719810527818936 0.00027710655807221691 leaf_weight=168.39202201995067 5.7265876643359688 10.279144671745597 18.974717137403786 leaf_count=1898 25 331 184 internal_value=0 -1.47528e-05 0.000216126 internal_weight=0 178.671 24.7013 internal_count=2438 2229 209 is_linear=0 shrinkage=0.000315569 Tree=2241 num_leaves=4 num_cat=0 split_feature=15 43 1429 split_gain=9.18489 10.935 8.65848 threshold=0.084050000000000014 0.095890000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017312066600312856 -0.0013697525386187326 0.0014934110834960818 0.00013979995778714242 leaf_weight=5.6147213657386592 19.388121892581697 3.4240293486509463 159.47614981979132 leaf_count=108 733 85 1475 internal_value=0 -0.000934806 7.5037e-05 internal_weight=0 22.8122 165.091 internal_count=2401 818 1583 is_linear=0 shrinkage=0.00149501 Tree=2242 num_leaves=4 num_cat=0 split_feature=133 1429 1 split_gain=8.96052 9.13932 0.90183 threshold=0.14391000000000001 -1.0000000180025095e-35 0.10828500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017437155899098266 -0.0018965959095374324 0.00021062403240413417 -0.00023325866381922942 leaf_weight=6.3793880597222588 6.281001230585388 181.0199534954736 1.0243683755397794 leaf_count=121 242 2105 15 internal_value=0 0.000143094 -0.0016704 internal_weight=0 187.399 7.30537 internal_count=2483 2226 257 is_linear=0 shrinkage=0.00161824 Tree=2243 num_leaves=4 num_cat=0 split_feature=484 15 13 split_gain=10.8138 9.46137 3.48019 threshold=-0.0068949999999999992 -0.24269999999999997 -0.16228999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012366075738276159 0.0011087443441972573 -2.2608203908742357e-05 -0.0013814388042250039 leaf_weight=1.0049049854278553 16.103478369768709 153.93341478472576 13.229877689504063 leaf_count=6 186 1848 382 internal_value=0 8.51965e-05 -0.00118841 internal_weight=0 170.037 14.2348 internal_count=2422 2034 388 is_linear=0 shrinkage=0.00140878 Tree=2244 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=10.93 10.4776 9.35927 threshold=0.077765000000000015 0.027340000000000003 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010608091419456315 0.0003924593931683972 0.00029792301128636682 -0.00086297344614807731 leaf_weight=31.127453771536238 123.12923143198714 19.930428194347769 14.12386282533407 leaf_count=1002 998 259 171 internal_value=0 -0.000530937 0.000262672 internal_weight=0 51.0579 137.253 internal_count=2430 1261 1169 is_linear=0 shrinkage=0.00146569 Tree=2245 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=10.9473 17.7406 10.5083 threshold=0.094090000000000021 -0.10072999999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013063872239279901 -0.00033554622395330386 -0.00015218409089942159 0.00011116956019217286 leaf_weight=32.596205765381455 5.4418707182630888 67.949063470470719 95.237537569366395 leaf_count=207 97 1540 664 internal_value=0 -6.04512e-05 8.6678e-05 internal_weight=0 100.545 100.679 internal_count=2508 1747 761 is_linear=0 shrinkage=0.000315569 Tree=2246 num_leaves=4 num_cat=0 split_feature=52 1212 52 split_gain=11.9808 7.41718 5.7103 threshold=0.18635500000000002 -1.0000000180025095e-35 0.63864000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016409450846954373 -0.0016810441635482403 0.0001685927145947927 0.00076975332581656391 leaf_weight=5.1054034943226716 12.50859541876707 171.29020198865328 2.486487498972564 leaf_count=175 262 2033 13 internal_value=0 0.000115212 -0.00127196 internal_weight=0 176.396 14.9951 internal_count=2483 2208 275 is_linear=0 shrinkage=0.00149501 Tree=2247 num_leaves=4 num_cat=0 split_feature=4 48 150 split_gain=9.9286 11.6793 10.962 threshold=0.27190000000000009 0.091545000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040635135000803221 -0.0014708561044751026 0.00065677229699978557 0.0011452997012210676 leaf_weight=117.5767748018261 4.7606873586773863 35.033045304007828 30.543892025947571 leaf_count=1886 23 272 265 internal_value=0 -0.000161999 0.000788986 internal_weight=0 152.61 35.3046 internal_count=2446 2158 288 is_linear=0 shrinkage=0.00161824 Tree=2248 num_leaves=4 num_cat=0 split_feature=14 0 3 split_gain=8.08095 11.1283 0.294827 threshold=0.062655000000000016 -0.10607499999999999 -0.096099999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065948831685983162 -0.0021463064559185765 -0.0001722832645099817 -0.001282124574421123 leaf_weight=71.02663812879473 3.2595275538042188 114.04715538828168 2.7348893261514595 leaf_count=376 52 2007 30 internal_value=0 0.000147135 -0.00178277 internal_weight=0 185.074 5.99442 internal_count=2465 2383 82 is_linear=0 shrinkage=0.00165061 Tree=2249 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=8.17252 9.92583 threshold=-0.51118499999999989 0.099515000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004736462132050422 -3.7493572057576617e-05 0.000116774554068757 leaf_weight=3.6327528811525545 113.82273626537062 79.246414672583342 leaf_count=40 1831 610 internal_value=0 2.58577e-05 internal_weight=0 193.069 internal_count=2481 2441 is_linear=0 shrinkage=0.000334884 Tree=2250 num_leaves=4 num_cat=0 split_feature=13 1 12 split_gain=8.67626 8.44282 3.1302 threshold=-0.24588999999999997 0.077845000000000011 0.095150000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060472972737878863 -0.00095090622862544448 9.2662473298879704e-06 0.0023950939270579903 leaf_weight=10.030098349787293 44.164614719571546 128.36246697884053 5.3833967838436356 leaf_count=111 1285 1088 17 internal_value=0 -0.000236982 0.00124281 internal_weight=0 172.527 15.4135 internal_count=2501 2373 128 is_linear=0 shrinkage=0.00189603 Tree=2251 num_leaves=4 num_cat=0 split_feature=51 0 15 split_gain=8.83532 9.7579 0.00878935 threshold=-0.40274499999999996 -0.074664999999999995 -0.040644999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017757051360714554 -0.00028084560435966881 0.00049610199401916536 -0.0023864367063720876 leaf_weight=2.7577361359726638 109.47516245360021 73.522334840614349 2.5281374137848607 leaf_count=76 1682 684 21 internal_value=0 3.14187e-05 -0.00211125 internal_weight=0 182.997 5.28587 internal_count=2463 2366 97 is_linear=0 shrinkage=0.00165061 Tree=2252 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=9.06112 12.9778 8.75398 threshold=0.10114000000000002 -0.097754999999999995 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010917099979441666 -0.00035070045060055027 -0.00012751778204870697 0.00011705894922121139 leaf_weight=35.862377307843417 4.4766582110896698 81.593301340239123 72.755653448402882 leaf_count=245 76 1647 529 internal_value=0 -5.52152e-05 8.94775e-05 internal_weight=0 117.456 77.2323 internal_count=2497 1892 605 is_linear=0 shrinkage=0.000328318 Tree=2253 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=9.7885 12.8403 10.1208 threshold=-0.10115999999999999 0.090515000000000012 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011954001079312044 -0.0009087872691567251 0.00017998103946981989 -0.00043051298862367812 leaf_weight=33.317510774824768 51.906853256514296 82.70117407431826 16.976514024659991 leaf_count=200 1403 709 146 internal_value=0 -0.000240271 0.000646844 internal_weight=0 134.608 50.294 internal_count=2458 2112 346 is_linear=0 shrinkage=0.00171729 Tree=2254 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=11.6562 13.8287 4.27951 threshold=1.0000000180025095e-35 -0.16901999999999998 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022685325139986764 0.00026230297882521024 -6.7546238770116099e-05 -6.4753411953100953e-05 leaf_weight=18.364492002874613 20.291605716571215 157.03561071096919 5.1532075982540837 leaf_count=123 165 2143 46 internal_value=0 -3.65974e-05 0.000196072 internal_weight=0 175.4 25.4448 internal_count=2477 2266 211 is_linear=0 shrinkage=0.00032188 Tree=2255 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=10.0648 14.8658 11.2527 threshold=0.094405000000000003 -0.097754999999999995 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7271795786489504e-05 -0.00032789742579251947 -0.00015486706429272953 8.7443331818408561e-05 leaf_weight=31.316095361020416 6.3038408029824486 68.176130078965798 93.326135736890137 leaf_count=216 109 1473 655 internal_value=0 -7.54839e-05 6.08251e-05 internal_weight=0 99.4922 99.63 internal_count=2453 1689 764 is_linear=0 shrinkage=0.000303315 Tree=2256 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=15.0364 21.0564 9.74032 threshold=-0.049374999999999995 -0.10072999999999999 -0.048759999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.685949942153119e-05 0.00021204382472044979 -0.00026066279554834323 4.9267808030164595e-06 leaf_weight=48.003558548167348 31.296742921695113 43.15799065399915 70.57127403235063 leaf_count=329 227 1461 438 internal_value=0 -0.000104141 6.8722e-05 internal_weight=0 91.1615 101.868 internal_count=2455 1790 665 is_linear=0 shrinkage=0.000309381 Tree=2257 num_leaves=4 num_cat=0 split_feature=457 376 1 split_gain=9.75788 12.5907 7.70117 threshold=0.080930000000000016 1.0000000180025095e-35 0.089910000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0496337869313974e-05 -1.2061081592354965e-05 0.00027114097085522462 0.00030460355032004759 leaf_weight=151.33224378118757 14.334398675709961 14.252071973867713 19.4561254568398 leaf_count=2185 98 104 109 internal_value=0 -2.26481e-05 0.000170674 internal_weight=0 165.584 33.7905 internal_count=2496 2289 207 is_linear=0 shrinkage=0.000328318 Tree=2258 num_leaves=4 num_cat=0 split_feature=2 14 0 split_gain=10.4394 10.3762 0.524705 threshold=0.14753000000000002 0.076175000000000007 -0.057279999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3616114062278647e-05 0.0021647625716206772 -0.002746779848303342 0.0012188074367459683 leaf_weight=169.12890020757914 6.7710099620744586 5.6890086699277154 4.3011835506185871 leaf_count=2254 53 81 54 internal_value=0 -0.000152635 0.00181317 internal_weight=0 174.818 11.0722 internal_count=2442 2335 107 is_linear=0 shrinkage=0.00197263 Tree=2259 num_leaves=4 num_cat=0 split_feature=12 43 1 split_gain=10.0021 10.5804 8.9212 threshold=0.084045000000000022 -0.048759999999999991 0.12796000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010073232119722317 -0.00064947500805567337 -6.9665212652336202e-05 0.0013581702879136371 leaf_weight=36.604894069256261 73.06579050316941 76.87111019785516 6.4676169473677865 leaf_count=326 1636 502 48 internal_value=0 0.000278398 -0.000484534 internal_weight=0 113.476 79.5334 internal_count=2512 828 1684 is_linear=0 shrinkage=0.00165061 Tree=2260 num_leaves=4 num_cat=0 split_feature=12 3 38 split_gain=12.3212 14.8614 9.95867 threshold=0.083325000000000024 0.10812000000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039910535537819792 -0.0008353835463186176 0.0019687441982502848 -0.0017929101542198682 leaf_weight=102.03133282624185 73.149566335487179 5.9273076727986327 6.3912552944384506 leaf_count=680 1726 19 52 internal_value=0 -0.00062271 0.000268175 internal_weight=0 79.0769 108.423 internal_count=2477 1745 732 is_linear=0 shrinkage=0.00171729 Tree=2261 num_leaves=3 num_cat=0 split_feature=151 1429 split_gain=9.35274 9.56096 threshold=-0.51118499999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.002567469825234057 -0.0020137391787187699 7.881947602118481e-05 leaf_weight=3.49101773276925 5.5601804666221133 176.71092631446663 leaf_count=39 121 2301 internal_value=0 1.37889e-05 internal_weight=0 182.271 internal_count=2461 2422 is_linear=0 shrinkage=0.00158651 Tree=2262 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=8.4646 11.0716 9.09754 threshold=0.098950000000000024 -0.097754999999999995 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004846939336764484 0.00062252303244124862 -0.00062531364975476785 -0.00079083576403026162 leaf_weight=32.720312639139593 70.612305670976639 72.660626788623631 13.58103823661804 leaf_count=237 601 1574 75 internal_value=0 -0.000280513 0.00039379 internal_weight=0 105.381 84.1933 internal_count=2487 1811 676 is_linear=0 shrinkage=0.00158651 Tree=2263 num_leaves=3 num_cat=0 split_feature=448 42 split_gain=8.53311 7.81634 threshold=-0.083859999999999976 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048215200053145499 -0.0007177354004841601 1.582029452038895e-05 leaf_weight=4.1064128912985316 1.5985223986208428 185.24754487583414 leaf_count=42 9 2408 internal_value=0 9.11842e-06 internal_weight=0 186.846 internal_count=2459 2417 is_linear=0 shrinkage=0.000341582 Tree=2264 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=9.18073 9.74415 threshold=-0.42985499999999993 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033549928688757355 -5.6585954654045873e-05 9.3359634484431532e-05 leaf_weight=8.4481493602506799 116.76697909180075 68.312602531164885 leaf_count=234 1750 487 internal_value=0 -1.21827e-06 internal_weight=0 185.08 internal_count=2471 2237 is_linear=0 shrinkage=0.000315569 Tree=2265 num_leaves=4 num_cat=0 split_feature=150 157 2 split_gain=10.12 13.2755 12.954 threshold=0.079825000000000021 -0.076494999999999994 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00084202953376337627 -0.00039462696297313117 -0.00044689775256729817 0.0013566334026081474 leaf_weight=25.399951657047495 18.350950096733868 116.39198731898796 27.575822896324098 leaf_count=237 164 1890 167 internal_value=0 -0.000215523 0.000657625 internal_weight=0 141.792 45.9268 internal_count=2458 2127 331 is_linear=0 shrinkage=0.00161824 Tree=2266 num_leaves=4 num_cat=0 split_feature=15 11 1 split_gain=13.0327 9.76643 8.73852 threshold=0.059235000000000003 0.087830000000000005 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8908778727991346e-05 -0.00033294843013889283 -0.00030051454818145351 0.00014768348292741712 leaf_weight=148.43739241897129 22.093932552263144 10.48493245616555 5.4392065871506921 leaf_count=1455 897 83 30 internal_value=0 1.63194e-05 -0.000237785 internal_weight=0 158.922 27.5331 internal_count=2465 1538 927 is_linear=0 shrinkage=0.000341582 Tree=2267 num_leaves=4 num_cat=0 split_feature=1 1429 150 split_gain=10.4725 15.1013 12.4004 threshold=0.094405000000000003 0.084690000000000015 0.079825000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013597389920465641 3.1481514857821255e-06 0.00026436727473431261 0.00027905428651245676 leaf_weight=84.047811792930588 71.599114333279431 13.131045880261807 27.20899124443531 leaf_count=1581 579 117 180 internal_value=0 -8.16368e-05 7.93549e-05 internal_weight=0 97.1789 98.8081 internal_count=2457 1698 759 is_linear=0 shrinkage=0.000348413 Tree=2268 num_leaves=4 num_cat=0 split_feature=155 128 13 split_gain=10.7849 10.0866 0.886133 threshold=0.083985000000000018 1.0000000180025095e-35 -0.06916499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032571157719403591 -0.00076863977306555959 -0.0018982627358339014 -0.002331599488827568 leaf_weight=172.18775247095618 1.823101097717881 7.5463389541255301 6.2514516930095834 leaf_count=2102 42 180 122 internal_value=0 0.000231212 -0.00199405 internal_weight=0 179.734 8.07455 internal_count=2446 2282 164 is_linear=0 shrinkage=0.00189603 Tree=2269 num_leaves=4 num_cat=0 split_feature=15 1429 1 split_gain=9.89003 9.07892 6.75591 threshold=0.084050000000000014 -1.0000000180025095e-35 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018295618157733358 -0.0015932313489951753 0.00026792812427085816 0.00070141033868181932 leaf_weight=6.2190644198562941 16.146958736935634 157.6563598831417 4.8602730799466363 leaf_count=123 810 1491 26 internal_value=0 0.000187134 -0.00106143 internal_weight=0 163.875 21.0072 internal_count=2450 1614 836 is_linear=0 shrinkage=0.00171729 Tree=2270 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=13.789 14.3853 10.0868 threshold=0.10098000000000001 0.090810000000000016 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014813084813095634 -0.00036887000106049987 0.00015980022883726184 0.00012812143154737181 leaf_weight=90.27103551721666 4.9765352411195627 21.914316467940807 75.861658990383148 leaf_count=1758 82 91 532 internal_value=0 -8.78802e-05 9.70579e-05 internal_weight=0 112.185 80.8382 internal_count=2463 1849 614 is_linear=0 shrinkage=0.000341582 Tree=2271 num_leaves=4 num_cat=0 split_feature=42 43 0 split_gain=9.67057 11.9127 3.91425 threshold=-0.094924999999999995 -0.074459999999999985 -0.016664999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043233698032192982 0.00013640241886047266 -5.2336125399281177e-05 7.8589592205509243e-05 leaf_weight=8.5309958336874825 61.697072605602443 118.17504507605918 2.2664553187787524 leaf_count=180 843 1436 12 internal_value=0 1.24468e-05 -0.000325384 internal_weight=0 179.872 10.7975 internal_count=2471 2279 192 is_linear=0 shrinkage=0.000348413 Tree=2272 num_leaves=4 num_cat=0 split_feature=1429 160 157 split_gain=9.20111 8.92821 0.708267 threshold=-1.0000000180025095e-35 -0.091944999999999985 -0.089834999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090944508144886376 -0.00097666753733150076 0.00030365921261709349 -0.0022979475366779294 leaf_weight=1.7001505445223299 17.700630186009221 163.59491277928464 4.4588059708476058 leaf_count=40 328 1995 89 internal_value=0 0.00017813 -0.00193774 internal_weight=0 181.296 6.15896 internal_count=2452 2323 129 is_linear=0 shrinkage=0.00171729 Tree=2273 num_leaves=4 num_cat=0 split_feature=15 43 13 split_gain=8.3408 8.19899 7.72081 threshold=0.077615000000000003 0.18141000000000002 -0.24588999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2592731981272959e-05 0.00061070134974649897 -0.0002776550836583749 -0.0001964896980845926 leaf_weight=162.32691606902517 1.0810185708105589 7.9192412639968088 24.874790866975673 leaf_count=1454 6 101 901 internal_value=0 2.75233e-05 -0.000160393 internal_weight=0 170.246 25.9558 internal_count=2462 1555 907 is_linear=0 shrinkage=0.000309381 Tree=2274 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=10.1755 11.6234 10.0545 threshold=0.26746000000000009 0.17126500000000003 -0.061889999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012764061836365218 -0.0016154245007301761 0.0018594625858646993 0.00072247381032541056 leaf_weight=124.50035203038715 15.301670364569874 2.5224217139184466 43.586196031421423 leaf_count=1882 289 6 295 internal_value=0 -0.00111513 9.31351e-05 internal_weight=0 17.8241 168.087 internal_count=2472 295 2177 is_linear=0 shrinkage=0.00152491 Tree=2275 num_leaves=4 num_cat=0 split_feature=1 48 52 split_gain=9.005 14.3276 1.2172 threshold=0.13662500000000002 0.12879500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9649114640571185e-06 0.00094175955648644061 -0.0026521228613019818 0.0021975650080794853 leaf_weight=169.41999082197435 6.079944028519094 8.190611358266322 6.4419061159715039 leaf_count=2296 52 56 77 internal_value=0 -0.000122024 0.00160156 internal_weight=0 177.611 12.5219 internal_count=2481 2352 129 is_linear=0 shrinkage=0.00197263 Tree=2276 num_leaves=3 num_cat=0 split_feature=1365 133 split_gain=9.39211 9.71843 threshold=0.08617000000000001 -0.39935999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044935466603377263 -0.00054373952385298021 2.9146570877493402e-05 leaf_weight=4.9752139665652058 3.4441691301763049 187.06115978572052 leaf_count=133 33 2287 internal_value=0 1.64951e-05 internal_weight=0 192.036 internal_count=2453 2420 is_linear=0 shrinkage=0.000341582 Tree=2277 num_leaves=4 num_cat=0 split_feature=484 1 123 split_gain=12.5703 10.8292 7.18102 threshold=-1.0000000180025095e-35 0.12180500000000001 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035863810039736782 -3.1152640795626707e-06 0.00024636044673104955 0.00035979644244854694 leaf_weight=15.309314217534849 156.97002979624085 24.293360339477658 1.8061161339282978 leaf_count=408 1864 227 11 internal_value=0 3.04515e-05 -0.000280979 internal_weight=0 181.263 17.1154 internal_count=2510 2091 419 is_linear=0 shrinkage=0.000348413 Tree=2278 num_leaves=4 num_cat=0 split_feature=15 49 151 split_gain=10.8908 10.1622 9.18682 threshold=0.082725000000000007 -0.14750499999999997 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020332399327553175 0.00053100609842873954 -0.0018788091550086905 0.00027206251348698264 leaf_weight=5.3703049956820896 8.0526335518807173 15.757219521561638 163.7315573359374 leaf_count=63 46 848 1535 internal_value=0 -0.00106512 0.000197554 internal_weight=0 23.8099 169.102 internal_count=2492 894 1598 is_linear=0 shrinkage=0.00175164 Tree=2279 num_leaves=4 num_cat=0 split_feature=15 160 1 split_gain=10.825 9.00247 7.29741 threshold=0.084050000000000014 -0.25833999999999996 0.12258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034598477796683269 -0.0002912356125709957 4.4250865408429188e-05 0.0001487550604140266 leaf_weight=5.9964493685401967 18.12454808596522 162.82521014264785 4.6517292335629454 leaf_count=121 817 1473 23 internal_value=0 3.01698e-05 -0.000201086 internal_weight=0 168.822 22.7763 internal_count=2434 1594 840 is_linear=0 shrinkage=0.000315569 Tree=2280 num_leaves=4 num_cat=0 split_feature=15 1 148 split_gain=10.7726 12.3913 8.84948 threshold=0.084050000000000014 0.11174500000000002 -0.084449999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0022378879879801634 -0.0018753999929188836 0.00092154542825401955 0.0002414422355021651 leaf_weight=4.0814305702224365 15.686197434552016 6.1933169178664675 152.55109750002157 leaf_count=45 816 30 1545 internal_value=0 -0.00108302 0.000175285 internal_weight=0 21.8795 156.633 internal_count=2436 846 1590 is_linear=0 shrinkage=0.00168362 Tree=2281 num_leaves=3 num_cat=0 split_feature=51 160 split_gain=8.98051 9.21745 threshold=-0.40274499999999996 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0022479759860312971 -0.0018999575762599389 0.00019585784901437773 leaf_weight=4.9380919771501786 6.5698334779590359 177.09549599932507 leaf_count=90 178 2182 internal_value=0 0.000119777 internal_weight=0 183.665 internal_count=2450 2360 is_linear=0 shrinkage=0.00175164 Tree=2282 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=10.0138 13.8529 11.0114 threshold=0.077765000000000015 0.0060650000000000009 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024721401863099718 -0.00020726961978428606 7.1484487101536239e-05 8.0920949876609421e-05 leaf_weight=31.18725487368647 14.681485239416359 23.923156253295019 122.98452910874039 leaf_count=1010 152 295 1015 internal_value=0 -0.000109004 5.00432e-05 internal_weight=0 55.1104 137.666 internal_count=2472 1305 1167 is_linear=0 shrinkage=0.000315569 Tree=2283 num_leaves=4 num_cat=0 split_feature=130 151 40 split_gain=8.6102 9.05185 2.74057 threshold=1.0000000180025095e-35 -0.52082499999999987 -0.083394999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052910931075482134 0.00013959809561066785 3.6919307672694718e-05 -0.00039187268482400434 leaf_weight=3.3828308517113319 1.3208892121911047 184.57684786350001 7.9568533389829081 leaf_count=36 11 2100 325 internal_value=0 2.64232e-05 -0.000315444 internal_weight=0 187.96 9.27774 internal_count=2472 2136 336 is_linear=0 shrinkage=0.000348413 Tree=2284 num_leaves=4 num_cat=0 split_feature=14 457 16 split_gain=8.73311 9.05575 1.13244 threshold=0.076175000000000007 0.069910000000000014 -0.15552499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3714991267998218e-05 -0.00019950544874827841 0.00018809344170672921 -0.00049950793156523256 leaf_weight=153.95472535560839 2.7366498233750463 31.086985042318702 3.7742546042427412 leaf_count=2170 29 191 58 internal_value=0 2.0282e-05 -0.000378916 internal_weight=0 185.042 6.5109 internal_count=2448 2361 87 is_linear=0 shrinkage=0.000341582 Tree=2285 num_leaves=4 num_cat=0 split_feature=1 158 52 split_gain=9.68753 10.305 7.96744 threshold=0.10098000000000001 0.077000000000000013 -0.24861499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013578114877511153 -0.0010550186767034986 -0.0017471140964940306 0.00059104047188498511 leaf_weight=100.1986459136242 7.5030978219583622 10.05662292591296 67.601697481703013 leaf_count=1655 96 206 522 internal_value=0 -0.000284378 0.000425271 internal_weight=0 110.255 75.1048 internal_count=2479 1861 618 is_linear=0 shrinkage=0.00152491 Tree=2286 num_leaves=3 num_cat=0 split_feature=1365 4 split_gain=7.73817 9.12322 threshold=1.0000000180025095e-35 0.27626000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.7732749775493681e-06 -0.0019652804531438322 0.0010070694093659623 leaf_weight=152.33995052694809 4.7229536478407672 28.431634386535734 leaf_count=2128 48 247 internal_value=0 0.000150679 internal_weight=0 180.772 internal_count=2423 2375 is_linear=0 shrinkage=0.00165061 Tree=2287 num_leaves=4 num_cat=0 split_feature=52 151 12 split_gain=9.60259 9.08827 1.14736 threshold=-0.40306999999999998 -0.28286499999999998 -0.043589999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014775121652601983 -0.0022566515150883064 0.00023044855386939039 -0.0018580286985633498 leaf_weight=0.95866694254800577 4.5172484340146175 172.78238448966295 8.3234405083348957 leaf_count=8 47 2140 240 internal_value=0 0.000165698 -0.00165158 internal_weight=0 177.3 9.28211 internal_count=2435 2187 248 is_linear=0 shrinkage=0.00175164 Tree=2288 num_leaves=4 num_cat=0 split_feature=13 132 12 split_gain=10.0111 12.662 2.34365 threshold=-0.24588999999999997 0.082150000000000015 0.095150000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011071936772844137 -7.6542828114177492e-05 0.00018150502206681386 0.00034987954824135844 leaf_weight=10.434291408397259 154.77042378520127 21.466148112900555 6.7668978311121455 leaf_count=103 2131 241 23 internal_value=0 -4.50165e-05 0.000206459 internal_weight=0 176.237 17.2012 internal_count=2498 2372 126 is_linear=0 shrinkage=0.000315569 Tree=2289 num_leaves=4 num_cat=0 split_feature=43 123 15 split_gain=8.52739 8.8969 2.26299 threshold=0.25619500000000001 1.0000000180025095e-35 -0.24185499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015686028986373998 0.00041709883570393018 0.0011640711547169203 -0.0026572906557844338 leaf_weight=153.55273970146663 1.0248723570257423 21.661043628584594 5.7220752254361278 leaf_count=2123 7 205 148 internal_value=0 7.08078e-06 -0.0021911 internal_weight=0 175.214 6.74695 internal_count=2483 2328 155 is_linear=0 shrinkage=0.00193395 Tree=2290 num_leaves=4 num_cat=0 split_feature=52 52 48 split_gain=9.93695 10.5628 5.20786 threshold=-0.24526499999999998 -0.05819499999999999 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035601102423242156 0.00014945848632230514 -2.339437985007116e-05 0.00019895991538539001 leaf_weight=11.617265048203988 61.994050878332928 122.75666075514164 2.2962136468850067 leaf_count=258 451 1745 20 internal_value=0 3.46627e-05 -0.000263564 internal_weight=0 184.751 13.9135 internal_count=2474 2196 278 is_linear=0 shrinkage=0.000341582 Tree=2291 num_leaves=4 num_cat=0 split_feature=52 484 12 split_gain=9.95177 8.16591 1.23639 threshold=-0.40306999999999998 -0.0068949999999999992 -0.043589999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017373370357429046 -0.0010797407141199518 0.00021576249674068281 -0.0019164881788569204 leaf_weight=0.94249356864020128 16.346644890378229 160.54167938930914 8.7866798554314283 leaf_count=9 372 1848 251 internal_value=0 9.54349e-05 -0.00171433 internal_weight=0 176.888 9.72917 internal_count=2480 2220 260 is_linear=0 shrinkage=0.00175164 Tree=2292 num_leaves=4 num_cat=0 split_feature=3 453 12 split_gain=9.10015 10.0326 2.50508 threshold=0.18307500000000002 1.0000000180025095e-35 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2788250419364248e-05 0.00039585239152700155 -0.0024401980770570163 0.0022049487313456125 leaf_weight=171.84726162336301 3.4690524851903319 4.8638032758608452 7.547179189976303 leaf_count=2265 59 50 63 internal_value=0 1.18443e-05 0.00164497 internal_weight=0 176.711 11.0162 internal_count=2437 2315 122 is_linear=0 shrinkage=0.00175164 Tree=2293 num_leaves=4 num_cat=0 split_feature=1 42 16 split_gain=12.5027 14.4828 5.90876 threshold=0.10384000000000002 0.085505000000000012 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9710572635209328e-05 0.00094206099269251 -0.0014358878233796423 -0.0003690424412314576 leaf_weight=86.125099402153865 54.067841927986592 30.662270040600561 15.145716322585939 leaf_count=1100 421 794 134 internal_value=0 -0.000341332 0.000655025 internal_weight=0 116.787 69.2136 internal_count=2449 1894 555 is_linear=0 shrinkage=0.00185885 Tree=2294 num_leaves=4 num_cat=0 split_feature=1213 1 4 split_gain=12.2815 9.62346 3.86029 threshold=-1.0000000180025095e-35 0.12337000000000002 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023993870514592617 -4.1665746738468673e-07 0.00021081764970543593 -0.00036257653777965407 leaf_weight=1.0983743369579304 158.50880336179398 24.732147093862295 10.574263631831853 leaf_count=4 1868 227 394 internal_value=0 2.82051e-05 -0.00030414 internal_weight=0 183.241 11.6726 internal_count=2493 2095 398 is_linear=0 shrinkage=0.000315569 Tree=2295 num_leaves=3 num_cat=0 split_feature=1374 4 split_gain=8.94939 9.6125 threshold=0.091490000000000016 -0.49367499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015604263114374795 -0.0020943098677344129 0.00017904890636136992 leaf_weight=10.684315381571649 6.1817595567554227 167.08240830129944 leaf_count=120 46 2311 internal_value=0 7.35848e-05 internal_weight=0 177.767 internal_count=2477 2431 is_linear=0 shrinkage=0.00178667 Tree=2296 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=8.36124 11.6383 threshold=-0.51118499999999989 0.30163500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0028970293944371997 -0.00023039384453055426 0.00098662974154252589 leaf_weight=3.0886477772146455 154.99136239441577 28.434525137301534 leaf_count=34 2197 259 internal_value=0 -4.12451e-05 internal_weight=0 183.426 internal_count=2490 2456 is_linear=0 shrinkage=0.00175164 Tree=2297 num_leaves=4 num_cat=0 split_feature=0 3 52 split_gain=11.2515 15.294 9.70824 threshold=-0.061889999999999994 -0.062879999999999978 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000175792218412508 -0.00023588588590568469 4.9772109765196759e-05 0.00017717227350220522 leaf_weight=54.74805843399372 6.8461731001734725 79.061046337476 52.427408936433494 leaf_count=1497 120 498 329 internal_value=0 -4.25875e-05 0.000129109 internal_weight=0 133.809 59.2736 internal_count=2444 1995 449 is_linear=0 shrinkage=0.000328318 Tree=2298 num_leaves=4 num_cat=0 split_feature=484 15 160 split_gain=8.29855 10.1185 5.45925 threshold=-1.0000000180025095e-35 -0.24185499999999996 0.51347500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020125439866293445 0.0016521193962934543 -0.00011463377257371128 0.001568817528796315 leaf_weight=13.646983419777824 15.598051671870051 148.22954268450849 2.0730506813852108 leaf_count=383 181 1848 34 internal_value=0 5.45926e-05 -0.0015325 internal_weight=0 163.828 15.72 internal_count=2446 2029 417 is_linear=0 shrinkage=0.00209337 Tree=2299 num_leaves=4 num_cat=0 split_feature=1 44 39 split_gain=9.70232 10.6205 1.61467 threshold=0.13554500000000003 1.0000000180025095e-35 0.15438500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9585522882570185e-05 0.00015092076831498189 -0.00042642968502230275 0.00036960985561815469 leaf_weight=171.77514888800215 11.24355976609513 5.5210111998021594 3.9131565652787677 leaf_count=2292 131 42 21 internal_value=0 -3.25158e-05 0.000209678 internal_weight=0 177.296 15.1567 internal_count=2486 2334 152 is_linear=0 shrinkage=0.000291537 Tree=2300 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=9.66056 10.8205 6.98779 threshold=1.0000000180025095e-35 0.18307500000000002 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6859094949652407e-05 -0.00025225589799982901 0.0002765371603717527 0.00024618851100924891 leaf_weight=160.15274110261817 3.3163959607481983 9.9968694150447828 19.933362057432532 leaf_count=2174 19 103 182 internal_value=0 -4.65148e-05 0.000174221 internal_weight=0 170.15 23.2498 internal_count=2478 2277 201 is_linear=0 shrinkage=0.00032188 Tree=2301 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=8.61603 10.43 3.85357 threshold=0.12419000000000001 0.12879500000000002 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9434457692640776e-05 0.0003068988933838684 -0.00050930098810156527 1.0117150005150199e-05 leaf_weight=168.50136602728162 18.23649966809899 4.5419772798195472 7.4855750910937777 leaf_count=2201 196 32 36 internal_value=0 5.23605e-06 0.000220948 internal_weight=0 173.043 25.7221 internal_count=2465 2233 232 is_linear=0 shrinkage=0.000348413 Tree=2302 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=9.83732 18.328 9.43952 threshold=-0.061889999999999994 -0.10191999999999998 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0300526920700419e-05 0.0004614704348202819 -0.00015239717969306918 8.2797253586498426e-05 leaf_weight=80.248167610261589 6.4021311276592305 54.966905838809907 55.662014974281192 leaf_count=490 44 1539 420 internal_value=0 -2.02805e-05 0.000122619 internal_weight=0 135.215 62.0641 internal_count=2493 2029 464 is_linear=0 shrinkage=0.000297367 Tree=2303 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=9.32601 17.3377 9.13236 threshold=0.10098000000000001 -0.060094999999999989 -0.063054999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015778154722870773 0.00030083104902984333 0.0001230914290839785 2.300381543623222e-05 leaf_weight=76.004371926537715 16.910153775475919 36.351175016723573 60.27104536537081 leaf_count=1613 200 208 404 internal_value=0 -6.68767e-05 8.42225e-05 internal_weight=0 112.356 77.1812 internal_count=2425 1821 604 is_linear=0 shrinkage=0.000334884 Tree=2304 num_leaves=4 num_cat=0 split_feature=42 132 124 split_gain=9.86763 12.2698 9.39462 threshold=-0.0044549999999999998 0.081465000000000024 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014132387983070908 0.0011913550784775299 0.00060358290920596136 -2.0230925141486599e-05 leaf_weight=20.67767387046479 14.513998710084705 8.8176213894039375 136.91782718664035 leaf_count=543 150 125 1620 internal_value=0 -0.000810307 9.66881e-05 internal_weight=0 29.4953 151.432 internal_count=2438 668 1770 is_linear=0 shrinkage=0.00143696 Tree=2305 num_leaves=4 num_cat=0 split_feature=11 3 16 split_gain=7.78021 12.9249 3.37349 threshold=0.088215000000000002 -0.10115999999999999 -0.092574999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020519623641487893 -3.9229221109117737e-05 -1.6035966954203297e-05 -0.00045803449420419727 leaf_weight=41.123841540887952 3.979843407869339 143.95155818073545 5.6153544737026078 leaf_count=265 23 2115 64 internal_value=0 3.32163e-05 -0.000286781 internal_weight=0 185.075 9.5952 internal_count=2467 2380 87 is_linear=0 shrinkage=0.000348413 Tree=2306 num_leaves=4 num_cat=0 split_feature=123 3 124 split_gain=9.51312 10.7915 5.3659 threshold=1.0000000180025095e-35 -0.097754999999999995 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005277024862422869 0.0014512168658740757 -0.0003717638001590337 -0.00057164785747277984 leaf_weight=49.911130363121629 17.003950310871009 115.67294130579103 4.230716247111558 leaf_count=359 154 1902 44 internal_value=0 -0.000100469 0.0010473 internal_weight=0 165.584 21.2347 internal_count=2459 2261 198 is_linear=0 shrinkage=0.00161824 Tree=2307 num_leaves=4 num_cat=0 split_feature=1456 133 12 split_gain=9.61319 8.80733 3.22403 threshold=1.0000000180025095e-35 0.15638000000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4767904049690341e-05 0.00021629751000128362 -0.00031294319067805732 -0.00039404429927694028 leaf_weight=183.14006262714975 0.8714064392261206 6.7228834491688749 6.6810151253594077 leaf_count=2019 7 237 220 internal_value=0 3.19247e-05 -0.000321491 internal_weight=0 189.863 7.55242 internal_count=2483 2256 227 is_linear=0 shrinkage=0.000309381 Tree=2308 num_leaves=4 num_cat=0 split_feature=484 43 150 split_gain=9.41139 8.55004 5.01124 threshold=-0.0068949999999999992 -0.074459999999999985 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031285252072924344 0.00013334458419848576 -2.4194322912641964e-05 0.00026302728652174474 leaf_weight=14.365722918417307 66.411876944825053 112.54039009637199 2.0139788500964633 leaf_count=374 753 1347 12 internal_value=0 3.43176e-05 -0.00024074 internal_weight=0 178.952 16.3797 internal_count=2486 2100 386 is_linear=0 shrinkage=0.000348413 Tree=2309 num_leaves=4 num_cat=0 split_feature=484 41 2 split_gain=11.1636 8.6489 4.59848 threshold=-0.0068949999999999992 0.083035000000000012 0.11212000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041234856088914447 6.9494955630259355e-05 -0.00032038413619785768 -1.737686344792004e-05 leaf_weight=10.891319679096343 172.98909085383639 8.3797349743545038 6.7897698651067904 leaf_count=361 1975 78 56 internal_value=0 5.12949e-05 -0.000261738 internal_weight=0 181.369 17.6811 internal_count=2470 2053 417 is_linear=0 shrinkage=0.000377134 Tree=2310 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=9.66391 12.836 7.66855 threshold=0.10114000000000002 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013313953186475287 0.00015991630993054877 -0.00010795863841133626 -5.2720467615733919e-05 leaf_weight=29.029572487808764 54.111037086695433 89.573473998112604 24.464757231064141 leaf_count=161 457 1692 158 internal_value=0 -4.88769e-05 9.37305e-05 internal_weight=0 118.603 78.5758 internal_count=2468 1853 615 is_linear=0 shrinkage=0.000315569 Tree=2311 num_leaves=4 num_cat=0 split_feature=150 1 4 split_gain=11.693 10.4109 10.3613 threshold=0.081245000000000026 0.085995000000000016 -0.5971599999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0070199653657890384 -0.001093360191951121 0.0011661810031558242 -0.00051048641688984978 leaf_weight=0.57539870962500472 9.6669583264738304 34.746675169095397 132.45893063570838 leaf_count=3 112 217 2115 internal_value=0 0.000672862 -0.00047204 internal_weight=0 44.4136 133.034 internal_count=2447 329 2118 is_linear=0 shrinkage=0.00193395 Tree=2312 num_leaves=4 num_cat=0 split_feature=51 0 0 split_gain=11.9531 10.8873 0.337129 threshold=-0.24953999999999996 -0.075434999999999988 -0.027669999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020229686266742229 -0.00031255183164927077 0.00060105296573337752 -0.0031015721535326193 leaf_weight=4.3232988102827221 109.45620407967363 67.049400119809434 2.1114431470632544 leaf_count=98 1726 658 14 internal_value=0 3.46614e-05 -0.00242389 internal_weight=0 176.506 6.43474 internal_count=2496 2384 112 is_linear=0 shrinkage=0.00178667 Tree=2313 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=9.11165 12.5272 9.451 threshold=0.094405000000000003 -0.060094999999999989 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014631273080141792 -0.00021353681417863378 9.1179550202757949e-05 0.00010477089819266358 leaf_weight=66.534857757505961 10.345503556542097 33.012337807100266 83.454700890928507 leaf_count=1547 109 195 637 internal_value=0 -6.75404e-05 6.94511e-05 internal_weight=0 99.5472 93.8002 internal_count=2488 1742 746 is_linear=0 shrinkage=0.000315569 Tree=2314 num_leaves=4 num_cat=0 split_feature=14 43 4 split_gain=11.6945 9.19493 0.598358 threshold=0.076175000000000007 -0.074459999999999985 -0.06784999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012395774982110314 -0.00034185732694504796 -3.1156837421944808e-05 -0.00059860322868942673 leaf_weight=72.006888919509947 2.932032878510654 116.72442557360046 2.5835078437812617 leaf_count=944 50 1475 32 internal_value=0 2.80626e-05 -0.000471636 internal_weight=0 188.731 5.51554 internal_count=2501 2419 82 is_linear=0 shrinkage=0.000341582 Tree=2315 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=9.39952 11.3024 10.8896 threshold=0.10098000000000001 0.086785000000000015 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061610871524068079 0.00088903150352032611 -0.00051844643331242911 -0.00059932983975617866 leaf_weight=26.412731026764959 50.792685597203672 22.290736800059676 82.707182656857185 leaf_count=150 443 156 1721 internal_value=0 0.000459609 -0.0003048 internal_weight=0 73.0834 109.12 internal_count=2470 599 1871 is_linear=0 shrinkage=0.00165061 Tree=2316 num_leaves=4 num_cat=0 split_feature=13 12 3 split_gain=10.6324 14.184 7.36927 threshold=-0.10939499999999998 0.081095000000000014 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001531307474653272 4.2791625631554048e-05 -0.00015188240244598761 0.00023666060926529791 leaf_weight=6.1115236151963463 93.419010239187628 66.138532787677832 26.523101127706468 leaf_count=51 569 1706 185 internal_value=0 -3.7953e-05 0.00016339 internal_weight=0 159.558 32.6346 internal_count=2511 2275 236 is_linear=0 shrinkage=0.00032188 Tree=2317 num_leaves=4 num_cat=0 split_feature=1456 1 151 split_gain=7.88686 8.44962 1.38132 threshold=1.0000000180025095e-35 0.10098000000000001 -0.12206999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018436056282160953 0.00024645411858610476 0.00061861913090870591 -0.0021833600162494021 leaf_weight=107.07971408742014 0.87088309787213791 73.172610366716981 5.7612890803720793 leaf_count=1649 12 595 205 internal_value=0 0.000141787 -0.0018655 internal_weight=0 180.252 6.63217 internal_count=2461 2244 217 is_linear=0 shrinkage=0.00182241 Tree=2318 num_leaves=3 num_cat=0 split_feature=1365 128 split_gain=8.23071 7.86509 threshold=0.088010000000000019 0.085185000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010683580414167628 -0.002597268305554993 -0.0016623835627139359 leaf_weight=176.69681099231821 3.0377525594085446 6.7224906999617806 leaf_count=2262 27 166 internal_value=0 4.10176e-05 internal_weight=0 183.419 internal_count=2455 2428 is_linear=0 shrinkage=0.00161824 Tree=2319 num_leaves=4 num_cat=0 split_feature=4 51 48 split_gain=10.8429 10.9515 6.68427 threshold=0.27626000000000001 -0.10998999999999999 0.11926500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033450176286496089 0.00023637741037738877 -1.4892416283749209e-05 -0.00020202073291564841 leaf_weight=13.630960132577455 27.899229675531387 139.47357992234174 4.6572672054171553 leaf_count=233 253 1937 22 internal_value=0 -4.3571e-05 0.000173186 internal_weight=0 153.105 32.5565 internal_count=2445 2170 275 is_linear=0 shrinkage=0.000341582 Tree=2320 num_leaves=4 num_cat=0 split_feature=484 133 150 split_gain=9.09585 8.84101 7.52723 threshold=-0.0068949999999999992 0.14391000000000001 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018775483637796259 0.00029228509508006235 -0.0019754026300509665 0.0014028875631371938 leaf_weight=13.362054530647585 162.17738160886802 6.3142699897289267 3.0047746263444415 leaf_count=393 1828 236 15 internal_value=0 0.000206047 -0.00126986 internal_weight=0 168.492 16.3668 internal_count=2472 2064 408 is_linear=0 shrinkage=0.00189603 Tree=2321 num_leaves=4 num_cat=0 split_feature=1429 133 3 split_gain=8.68141 7.75877 0.397199 threshold=-1.0000000180025095e-35 0.14391000000000001 0.090810000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020734616161109561 0.00020421894881309858 -0.00211755180762685 -0.0035311601896568542 leaf_weight=3.4804552330169818 166.08657652919646 6.1802965970709911 1.5426407717168329 leaf_count=100 2096 248 19 internal_value=0 0.000119601 -0.00258837 internal_weight=0 172.267 5.0231 internal_count=2463 2344 119 is_linear=0 shrinkage=0.00205233 Tree=2322 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=11.071 10.782 threshold=-1.0000000180025095e-35 0.035895000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040262851578443354 5.1416703834669573e-05 -0.00019232388018180501 leaf_weight=8.1856930403737334 161.35834980302025 26.601651117554866 leaf_count=227 1398 842 internal_value=0 1.68266e-05 internal_weight=0 187.96 internal_count=2467 2240 is_linear=0 shrinkage=0.000355382 Tree=2323 num_leaves=4 num_cat=0 split_feature=13 123 13 split_gain=9.70688 9.57981 1.64322 threshold=-0.23438999999999996 1.0000000180025095e-35 -0.43902499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015804985949205164 -3.8364870507780809e-05 0.00019198228434406521 0.00036413954167728899 leaf_weight=10.128932806197556 153.73403958138078 21.183522281236947 6.9041518103331319 leaf_count=75 2153 173 53 internal_value=0 -1.03635e-05 0.000243418 internal_weight=0 174.918 17.0331 internal_count=2454 2326 128 is_linear=0 shrinkage=0.00032188 Tree=2324 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=12.1394 17.9081 4.86821 threshold=0.10491000000000002 -0.10072999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013241202970480434 0.00025816093868612683 -0.0001669178952510901 5.2599899893689136e-05 leaf_weight=36.322975029237568 19.925684409216046 82.13891786581371 53.442240620963275 leaf_count=247 202 1659 341 internal_value=0 -7.50985e-05 0.000108736 internal_weight=0 118.462 73.3679 internal_count=2449 1906 543 is_linear=0 shrinkage=0.000355382 Tree=2325 num_leaves=4 num_cat=0 split_feature=2 2 11 split_gain=8.68764 12.6568 11.26 threshold=0.090510000000000021 -1.0000000180025095e-35 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070137810869826806 0.00039761032528174513 -0.00085151605515518562 -0.0017058175750188319 leaf_weight=18.737281614914536 97.555095235467888 59.316747552365996 7.3535186769440761 leaf_count=162 1010 1237 76 internal_value=0 -0.000478265 0.00024851 internal_weight=0 78.054 104.909 internal_count=2485 1399 1086 is_linear=0 shrinkage=0.00165061 Tree=2326 num_leaves=4 num_cat=0 split_feature=1 15 13 split_gain=10.2964 10.5603 3.95664 threshold=0.12212000000000002 0.084050000000000014 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015412041287316577 0.0021537719355905986 -0.0018732805154030704 0.00044833300843606237 leaf_weight=143.51273744099308 9.4517393009737152 17.467468949500471 16.038285764865577 leaf_count=1439 135 830 109 internal_value=0 -0.000341834 0.00108737 internal_weight=0 160.98 25.49 internal_count=2513 2269 244 is_linear=0 shrinkage=0.00209337 Tree=2327 num_leaves=4 num_cat=0 split_feature=3 43 4 split_gain=9.09649 9.72275 1.29635 threshold=0.18307500000000002 -0.074459999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045718084851386351 0.0010266661730311201 -0.00039825965473700304 0.0023127859714058034 leaf_weight=65.836650499375537 5.6377088790759444 106.65283069771249 4.5702231773175281 leaf_count=941 43 1382 82 internal_value=0 -7.16661e-05 0.00162132 internal_weight=0 172.489 10.2079 internal_count=2448 2323 125 is_linear=0 shrinkage=0.00175164 Tree=2328 num_leaves=4 num_cat=0 split_feature=3 43 12 split_gain=11.0053 10.0533 1.18794 threshold=0.18307500000000002 -0.074459999999999985 -0.040564999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9308359120871542e-05 0.00018429849086650093 -7.9367034089675731e-05 0.00043597778052988231 leaf_weight=66.98604254052043 3.6430177660658956 106.82546631712466 6.5481776036322099 leaf_count=944 55 1390 58 internal_value=0 -1.43448e-05 0.000348991 internal_weight=0 173.812 10.1912 internal_count=2447 2334 113 is_linear=0 shrinkage=0.000341582 Tree=2329 num_leaves=4 num_cat=0 split_feature=123 1373 42 split_gain=10.2335 9.69751 5.5273 threshold=1.0000000180025095e-35 0.099250000000000019 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3991805579182423e-05 -0.00012306542812240642 -0.00064263503916284421 0.00028746436977627549 leaf_weight=162.76398694596719 4.7273157835006741 2.899505738168954 18.825712863821536 leaf_count=2242 25 19 188 internal_value=0 -3.52463e-05 0.000204875 internal_weight=0 165.663 23.553 internal_count=2474 2261 213 is_linear=0 shrinkage=0.000341582 Tree=2330 num_leaves=4 num_cat=0 split_feature=52 1 4 split_gain=11.4058 13.9008 3.46843 threshold=-0.24526499999999998 0.10044000000000002 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003657452647481159 -5.054698953760479e-05 0.00014323109087701074 0.00010713017649170526 leaf_weight=11.63703447813168 105.98201741254888 72.749375347048044 2.0874232761561862 leaf_count=278 1648 527 8 internal_value=0 2.83672e-05 -0.000293538 internal_weight=0 178.731 13.7245 internal_count=2461 2175 286 is_linear=0 shrinkage=0.000341582 Tree=2331 num_leaves=3 num_cat=0 split_feature=1373 1456 split_gain=8.07902 8.53379 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016128799013812205 -0.0031268341508067362 -0.0022078477604568058 leaf_weight=174.9314522028435 3.2699364330619565 6.5353910314152008 leaf_count=2225 20 219 internal_value=0 7.46565e-05 internal_weight=0 181.467 internal_count=2464 2444 is_linear=0 shrinkage=0.00205233 Tree=2332 num_leaves=4 num_cat=0 split_feature=160 1456 13 split_gain=9.43196 8.54834 0.0704054 threshold=-0.25833999999999996 0.0058550000000000008 0.0024700000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019210756990549001 0.00021177562879548363 -0.0017861695457787148 -0.0012357711598568999 leaf_weight=5.8000034424476317 174.61140107805841 6.1773324105888596 1.3845129152759907 leaf_count=175 2038 190 30 internal_value=0 0.000142445 -0.00181 internal_weight=0 180.789 7.18452 internal_count=2433 2228 205 is_linear=0 shrinkage=0.00168362 Tree=2333 num_leaves=4 num_cat=0 split_feature=159 128 484 split_gain=10.4791 9.76057 3.6364 threshold=-0.032739999999999991 1.0000000180025095e-35 -0.067064999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.1227443084175877e-05 5.8743802610822872e-05 -0.00035139988570323641 -0.00039953335097291456 leaf_weight=6.9745479227276519 172.29597137449309 6.3793355734087518 7.6228447123430652 leaf_count=143 1983 167 182 internal_value=0 4.38893e-05 -0.000244407 internal_weight=0 178.675 14.5974 internal_count=2475 2150 325 is_linear=0 shrinkage=0.000328318 Tree=2334 num_leaves=4 num_cat=0 split_feature=14 52 4 split_gain=9.55667 9.03644 0.399217 threshold=0.076175000000000007 -0.29521499999999995 -0.072334999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014918929412836297 -0.0016294720550676062 0.00015507837658838844 -0.0027341533708482683 leaf_weight=9.8864131680456904 2.6793807870708406 169.97215481672902 2.5741792107000938 leaf_count=253 52 2154 30 internal_value=0 6.36763e-05 -0.00221651 internal_weight=0 179.859 5.25356 internal_count=2489 2407 82 is_linear=0 shrinkage=0.00168362 Tree=2335 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=10.1825 10.4157 threshold=-0.42985499999999993 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032864266380202705 -0.00033661913418849779 4.3779486317382207e-05 leaf_weight=7.8185557790566227 7.0520010825712225 180.27760070888326 leaf_count=229 195 2062 internal_value=0 2.92669e-05 internal_weight=0 187.33 internal_count=2486 2257 is_linear=0 shrinkage=0.000309381 Tree=2336 num_leaves=4 num_cat=0 split_feature=376 3 39 split_gain=8.8848 9.94251 2.28588 threshold=0.048375000000000008 -0.10072999999999999 0.085245000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012702615266336275 7.4662159478953587e-05 -5.3978820193635635e-05 0.00033996087051425014 leaf_weight=51.201405365951359 5.9524429049342897 130.48359466611873 12.024707396514712 leaf_count=341 38 2030 94 internal_value=0 -2.92224e-06 0.000253123 internal_weight=0 181.685 17.9772 internal_count=2503 2371 132 is_linear=0 shrinkage=0.000348413 Tree=2337 num_leaves=4 num_cat=0 split_feature=3 43 4 split_gain=8.39421 10.6991 1.73163 threshold=0.15217000000000003 -0.074459999999999985 -0.064209999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052851286177525974 0.00046657144211441896 -0.0003675049662131106 0.0018670456687606726 leaf_weight=67.170646947110072 3.9994464591145507 104.1208869375987 8.9327319129370135 leaf_count=951 22 1363 106 internal_value=0 -1.60228e-05 0.00144165 internal_weight=0 171.292 12.9322 internal_count=2442 2314 128 is_linear=0 shrinkage=0.00175164 Tree=2338 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=10.531 10.9356 3.88893 threshold=-0.24526499999999998 -0.05819499999999999 -0.24213499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001628918283588629 0.0009127445227976866 -0.00015922712450676098 -0.0019935482255176765 leaf_weight=1.2462878432124842 57.786892381962389 115.07390485832002 12.142395398812367 leaf_count=10 454 1726 276 internal_value=0 0.000199489 -0.00164564 internal_weight=0 172.861 13.3887 internal_count=2466 2180 286 is_linear=0 shrinkage=0.00201208 Tree=2339 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=8.52608 9.95425 7.04019 threshold=0.099515000000000006 0.09864500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8771223223093205e-06 0.00020378127566507656 -0.00035218098075213142 9.9937157396625019e-06 leaf_weight=103.19241721753497 37.284554531797767 9.9380465771537256 43.992008058354259 leaf_count=1580 366 264 279 internal_value=0 -4.02656e-05 9.90493e-05 internal_weight=0 113.13 81.2766 internal_count=2489 1844 645 is_linear=0 shrinkage=0.000328318 Tree=2340 num_leaves=4 num_cat=0 split_feature=13 39 2 split_gain=9.70962 14.7479 2.1725 threshold=-0.24588999999999997 0.0095750000000000019 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004191548198608329 -8.2102201506689272e-05 0.00018030239086630489 0.00014817585573299958 leaf_weight=6.4717229697853318 134.43957332370337 33.747516768984497 9.1097230389714223 leaf_count=37 2084 264 90 internal_value=0 -2.93646e-05 0.000262914 internal_weight=0 168.187 15.5814 internal_count=2475 2348 127 is_linear=0 shrinkage=0.000355382 Tree=2341 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=8.83879 9.81558 threshold=-0.42985499999999993 -0.047889999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033003330351038238 0.00010235564572961068 -4.9044418025873445e-05 leaf_weight=7.7439197031781069 63.821136779617518 114.09221650357358 leaf_count=221 523 1691 internal_value=0 5.29608e-06 internal_weight=0 177.913 internal_count=2435 2214 is_linear=0 shrinkage=0.000309381 Tree=2342 num_leaves=4 num_cat=0 split_feature=14 151 1 split_gain=12.2023 8.20103 0.442988 threshold=0.076175000000000007 -0.51118499999999989 0.084035000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020127880471959301 -0.0015935909785517867 0.00014365039791987096 -0.0026152399951389852 leaf_weight=3.9212521412409833 2.7679286990314713 173.97977900074329 2.7354767601937056 leaf_count=43 52 2325 29 internal_value=0 9.48826e-05 -0.00214342 internal_weight=0 177.901 5.50341 internal_count=2449 2368 81 is_linear=0 shrinkage=0.00149501 Tree=2343 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=12.5426 16.08 14.1763 threshold=-0.10115999999999999 -0.049374999999999995 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023276908253542133 -0.00023159191361934011 9.7355581713457296e-06 -0.0001506279704518062 leaf_weight=36.236896214075387 43.741404402884655 92.594053879845887 14.47053492348641 leaf_count=208 1477 638 125 internal_value=0 -6.78176e-05 0.000123267 internal_weight=0 136.335 50.7074 internal_count=2448 2115 333 is_linear=0 shrinkage=0.000328318 Tree=2344 num_leaves=3 num_cat=0 split_feature=1373 1456 split_gain=8.0058 7.84472 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017974278453862893 -0.0029273989832460006 -0.0020379646012483755 leaf_weight=173.28789530636277 3.3516439832746974 6.3253935476532197 leaf_count=2212 22 224 internal_value=0 0.000100421 internal_weight=0 179.613 internal_count=2458 2436 is_linear=0 shrinkage=0.00197263 Tree=2345 num_leaves=4 num_cat=0 split_feature=147 0 52 split_gain=8.34411 8.40724 3.97416 threshold=0.08598500000000002 -0.061889999999999994 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026460931123685808 -2.1803452586992783e-05 0.00056419969099465921 0.001700983761882288 leaf_weight=117.99981445807498 5.8005325989797738 54.944668639451265 13.947962073609231 leaf_count=1924 63 440 69 internal_value=0 -1.10103e-06 0.0011977 internal_weight=0 172.944 19.7485 internal_count=2496 2364 132 is_linear=0 shrinkage=0.00175164 Tree=2346 num_leaves=4 num_cat=0 split_feature=484 4 150 split_gain=9.29338 9.26281 6.78844 threshold=-1.0000000180025095e-35 0.42642000000000008 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034764805803995532 1.4651755510721846e-05 0.00033517281670699122 0.0003194955058452036 leaf_weight=14.095671002753081 161.68330167676322 13.232396034058182 2.3533379286527625 leaf_count=391 1913 155 12 internal_value=0 3.90981e-05 -0.000250686 internal_weight=0 174.916 16.449 internal_count=2471 2068 403 is_linear=0 shrinkage=0.000369739 Tree=2347 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=8.77641 9.2902 4.141 threshold=1.0000000180025095e-35 0.18307500000000002 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029702604925268389 -0.00037440481520190853 0.0014274998069001323 0.0012107309023711801 leaf_weight=148.33549071929883 5.1583277508616474 7.8526637656614175 16.802928400225937 leaf_count=2127 24 90 181 internal_value=0 -0.000209362 0.000838399 internal_weight=0 156.188 21.9613 internal_count=2422 2217 205 is_linear=0 shrinkage=0.00155541 Tree=2348 num_leaves=4 num_cat=0 split_feature=42 16 2 split_gain=8.28536 9.89857 6.55932 threshold=-1.0000000180025095e-35 0.26538000000000006 0.10912000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016049736111158847 0.00022003893301711583 -0.0014197369053587587 0.00062944304379357297 leaf_weight=21.43558047502302 134.18572767078876 15.229838732280767 6.2986933037172994 leaf_count=594 1552 237 96 internal_value=0 5.19596e-05 -0.00109703 internal_weight=0 149.416 27.7343 internal_count=2479 1789 690 is_linear=0 shrinkage=0.00193395 Tree=2349 num_leaves=4 num_cat=0 split_feature=12 43 0 split_gain=9.06165 11.8887 10.1098 threshold=0.040165000000000006 -0.042884999999999993 -0.10674499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023442210949865634 0.00010781613920235548 -9.4897776489807477e-06 -0.00013622460439141382 leaf_weight=31.629826651886106 24.603676361963153 66.999435394071043 70.507280571269803 leaf_count=230 168 419 1711 internal_value=0 6.89085e-05 -7.30426e-05 internal_weight=0 98.6293 95.111 internal_count=2528 649 1879 is_linear=0 shrinkage=0.000328318 Tree=2350 num_leaves=4 num_cat=0 split_feature=52 0 47 split_gain=9.98741 12.2462 4.14837 threshold=-0.24526499999999998 -0.061889999999999994 0.11635500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034659751016838321 -2.1679496776327591e-05 0.00016722859520470741 8.529128544265399e-05 leaf_weight=11.389994621975346 130.71773739065975 54.418764895293862 3.1354352349881074 leaf_count=263 1875 342 28 internal_value=0 3.39154e-05 -0.000253431 internal_weight=0 185.137 14.5254 internal_count=2508 2217 291 is_linear=0 shrinkage=0.000334884 Tree=2351 num_leaves=4 num_cat=0 split_feature=14 0 14 split_gain=8.19113 8.67614 1.15244 threshold=0.076175000000000007 -0.10674499999999999 0.091685000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011867203895869053 -0.00022651565398973806 -3.1859935314153819e-05 -0.00054742416969998954 leaf_weight=72.084501220844686 2.943836484104394 117.10064565227367 2.7065000277943909 leaf_count=370 45 2015 33 internal_value=0 2.5533e-05 -0.00038788 internal_weight=0 189.185 5.65034 internal_count=2463 2385 78 is_linear=0 shrinkage=0.000341582 Tree=2352 num_leaves=4 num_cat=0 split_feature=12 1 47 split_gain=10.1389 13.2412 11.734 threshold=0.083325000000000024 0.12608000000000003 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001382426132158904 -0.00013511306128164053 0.00037048557451362698 -0.00015308877967668341 leaf_weight=86.441879200283438 76.501340371440165 7.3621640317142001 22.892145674675703 leaf_count=592 1701 52 129 internal_value=0 -9.0293e-05 7.715e-05 internal_weight=0 83.8635 109.334 internal_count=2474 1753 721 is_linear=0 shrinkage=0.000362489 Tree=2353 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=9.24524 21.0308 17.7401 threshold=-0.10674499999999999 -0.075379999999999989 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014688217979758766 -0.00023889521520779262 3.7293652824322009e-05 -0.00023969718160421369 leaf_weight=62.861259892117232 40.967653401545249 73.72735283698421 13.758429534733294 leaf_count=369 1262 754 83 internal_value=0 -6.14944e-05 7.72165e-05 internal_weight=0 114.695 76.6197 internal_count=2468 2016 452 is_linear=0 shrinkage=0.000309381 Tree=2354 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=10.4578 19.535 15.4496 threshold=-0.097754999999999995 -0.049374999999999995 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014420025403350711 -0.0016071827940773418 0.00013887703090154877 -0.00092957322314893233 leaf_weight=37.020350486040115 38.009816667530686 92.36578482016921 16.715700425207615 leaf_count=232 1439 656 147 internal_value=0 -0.000371113 0.000703876 internal_weight=0 130.376 53.7361 internal_count=2474 2095 379 is_linear=0 shrinkage=0.00205233 Tree=2355 num_leaves=3 num_cat=0 split_feature=1456 1 split_gain=10.1129 8.57443 threshold=-1.0000000180025095e-35 0.11332500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034893590832630803 -3.5293130538857876e-05 0.00012527119300599315 leaf_weight=8.1537216411670652 140.87544374074787 41.006664867978543 leaf_count=238 1890 355 internal_value=0 9.62081e-07 internal_weight=0 181.882 internal_count=2483 2245 is_linear=0 shrinkage=0.000309381 Tree=2356 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=8.93492 11.6686 2.19342 threshold=-0.49367499999999992 -0.0029549999999999997 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010941014940223601 -2.1298493519727423e-05 0.00019870063026100878 -0.00037619274580402565 leaf_weight=5.121956080198288 155.17086667579133 25.764539385680109 6.6070301402360183 leaf_count=41 2216 149 86 internal_value=0 1.01321e-05 -0.000261827 internal_weight=0 180.935 11.729 internal_count=2492 2365 127 is_linear=0 shrinkage=0.000303315 Tree=2357 num_leaves=4 num_cat=0 split_feature=11 0 43 split_gain=8.53512 9.6602 3.41204 threshold=0.087830000000000005 -0.10674499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00079100362038755044 -0.0033157279493038015 -0.00024968649189283532 -0.00083218411752959025 leaf_weight=70.178121365141124 4.1986490963026881 106.19078450230882 6.9831871688365919 leaf_count=422 30 1951 70 internal_value=0 0.000164649 -0.00178835 internal_weight=0 176.369 11.1818 internal_count=2473 2373 100 is_linear=0 shrinkage=0.00217794 Tree=2358 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=8.27608 10.6253 7.06129 threshold=-0.29521499999999995 0.094405000000000003 -0.51735999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00062784244825831695 -6.2498587037903934e-05 9.3759562640927455e-05 -0.00033859624924103269 leaf_weight=0.74312281608581443 94.225300608435646 86.251152791082859 10.610499861184506 leaf_count=1 1597 622 274 internal_value=0 1.21903e-05 -0.000269827 internal_weight=0 180.476 11.3536 internal_count=2494 2219 275 is_linear=0 shrinkage=0.00032188 Tree=2359 num_leaves=3 num_cat=0 split_feature=38 14 split_gain=10.7812 7.90309 threshold=0.10386000000000002 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025902695267929617 -0.0035070825556002406 -0.0021767805404830486 leaf_weight=177.79513934766874 3.2860591704957178 5.6819253424182525 leaf_count=2365 29 79 internal_value=0 0.000182313 internal_weight=0 183.477 internal_count=2473 2444 is_linear=0 shrinkage=0.00205233 Tree=2360 num_leaves=4 num_cat=0 split_feature=43 1374 13 split_gain=10.4418 10.1307 1.16016 threshold=0.2506000000000001 -0.094929999999999987 -0.14863499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003292165808882848 -0.0050817020078999841 0.00019456453105443498 -0.0024618539984229675 leaf_weight=5.2671511750668278 1.5255213715136049 171.4829459679313 4.6807216819142914 leaf_count=48 8 2255 139 internal_value=0 8.86416e-05 -0.00318447 internal_weight=0 176.75 6.20624 internal_count=2450 2303 147 is_linear=0 shrinkage=0.00250177 Tree=2361 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=8.3125 8.79569 2.88462 threshold=1.0000000180025095e-35 -0.10628499999999998 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3524098244546566e-05 -5.3145386238642207e-06 -6.4856476405273348e-05 0.00029653089592233245 leaf_weight=48.214559305924922 4.2953630834817877 125.76869857974816 11.701622123364357 leaf_count=320 17 2012 106 internal_value=0 -2.09338e-05 0.000216009 internal_weight=0 173.983 15.997 internal_count=2455 2332 123 is_linear=0 shrinkage=0.000315569 Tree=2362 num_leaves=4 num_cat=0 split_feature=1456 1456 3 split_gain=8.13516 8.81047 2.53567 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.15249499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00089793020451415509 0.00016797723920992599 -0.001988177262534487 -0.0020938934296873845 leaf_weight=1.0532263275235889 165.44634313997813 6.7062074538553125 7.8165520883630943 leaf_count=6 2003 229 236 internal_value=0 8.27465e-05 -0.00173187 internal_weight=0 172.153 8.86978 internal_count=2474 2232 242 is_linear=0 shrinkage=0.00185885 Tree=2363 num_leaves=4 num_cat=0 split_feature=42 1429 15 split_gain=11.5515 8.84338 8.32506 threshold=-0.0044549999999999998 -1.0000000180025095e-35 -0.24269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033423832806710478 -0.00037462572081523211 4.2160284867313931e-05 -0.00025551764051757645 leaf_weight=2.7664750181138542 5.574734238209202 157.00687328225467 25.995951315155253 leaf_count=24 119 1700 640 internal_value=0 2.76212e-05 -0.000197717 internal_weight=0 162.582 28.7624 internal_count=2483 1819 664 is_linear=0 shrinkage=0.000328318 Tree=2364 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=12.1799 12.8701 8.02916 threshold=0.10114000000000002 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016998184370675435 0.00020411127391770719 -0.00011460509457858774 -4.1887330784696591e-05 leaf_weight=26.004325771704316 57.010468320455402 86.634284700849093 23.665811677463353 leaf_count=141 472 1668 152 internal_value=0 -4.88003e-05 0.000131991 internal_weight=0 112.639 80.6763 internal_count=2433 1809 624 is_linear=0 shrinkage=0.000355382 Tree=2365 num_leaves=4 num_cat=0 split_feature=13 0 12 split_gain=9.20533 8.47623 2.21005 threshold=-0.16901999999999998 -0.060644999999999991 0.082695000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059211496646332715 -0.00037242566501584232 0.00056540731269521366 0.0019357744467780457 leaf_weight=8.0937003744766134 113.19388335803524 49.794226593337953 9.9074631799012405 leaf_count=105 1906 409 38 internal_value=0 -8.57184e-05 0.00133903 internal_weight=0 162.988 18.0012 internal_count=2458 2315 143 is_linear=0 shrinkage=0.00189603 Tree=2366 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=12.2848 14.3235 4.31353 threshold=0.11588000000000001 -0.13110499999999997 -0.22650999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1248873877735722e-05 -0.00024671117206531717 -0.00011184397780817593 0.00018621834232109772 leaf_weight=55.186410985421389 2.4517861753702155 102.90752579667605 37.337431862484664 leaf_count=290 8 1849 332 internal_value=0 -4.09352e-05 0.000158924 internal_weight=0 158.094 39.7892 internal_count=2479 2139 340 is_linear=0 shrinkage=0.00032188 Tree=2367 num_leaves=4 num_cat=0 split_feature=51 133 15 split_gain=9.11104 8.15226 6.58531 threshold=-0.10998999999999999 0.11264000000000002 -0.37478999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034491226214875307 4.087650359706795e-05 -0.0002938327097049819 -0.00030658935361348047 leaf_weight=1.8746306328102971 175.78461087692995 8.4465657647233439 14.870649624615906 leaf_count=16 1940 284 239 internal_value=0 2.53617e-05 -0.000231847 internal_weight=0 184.231 16.7453 internal_count=2479 2224 255 is_linear=0 shrinkage=0.000334884 Tree=2368 num_leaves=4 num_cat=0 split_feature=160 52 52 split_gain=10.2363 9.4382 0.14624 threshold=-0.25833999999999996 -0.51498499999999992 0.2800700000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024975123727479149 -0.00036103619048310451 4.1418004703220244e-05 -0.00040710179848258202 leaf_weight=1.5872486459556956 6.9601765356492242 176.24480569746811 5.9254488968290389 leaf_count=54 188 2041 149 internal_value=0 2.59171e-05 -0.000378013 internal_weight=0 183.205 7.5127 internal_count=2432 2229 203 is_linear=0 shrinkage=0.000341582 Tree=2369 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=9.58203 13.9572 11.6945 threshold=0.27626000000000001 -0.12948499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013662493202332582 -0.00028180685176329608 -7.7580473208952708e-05 0.00026250040017160824 leaf_weight=48.665990157052875 5.1150853037834159 113.36381624487694 29.333777968306094 leaf_count=258 24 1952 255 internal_value=0 -1.31935e-05 0.000181029 internal_weight=0 162.03 34.4489 internal_count=2489 2210 279 is_linear=0 shrinkage=0.000334884 Tree=2370 num_leaves=3 num_cat=0 split_feature=10 484 split_gain=7.9727 7.51047 threshold=0.058500000000000003 -0.0068949999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016036464859511162 0.0023367010811481247 2.7373068957821021e-05 leaf_weight=15.167686325032262 6.6827425472438327 158.0424339431338 leaf_count=405 60 1991 internal_value=0 -0.000116396 internal_weight=0 173.21 internal_count=2456 2396 is_linear=0 shrinkage=0.0022215 Tree=2371 num_leaves=4 num_cat=0 split_feature=43 3 147 split_gain=9.7553 10.7807 9.82534 threshold=-0.074459999999999985 -0.077724999999999975 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012025760049145808 -0.00061209470434572398 0.0014919695579232489 0.0010205695822393427 leaf_weight=36.856114571797661 94.17583953042049 30.708039819262922 17.623937973752618 leaf_count=677 1388 277 101 internal_value=0 0.000613759 -0.000353961 internal_weight=0 67.5642 111.8 internal_count=2443 954 1489 is_linear=0 shrinkage=0.00201208 Tree=2372 num_leaves=3 num_cat=0 split_feature=1456 130 split_gain=9.98258 9.17515 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038172780164323107 3.0699984747222458e-05 -0.00032399931521910299 leaf_weight=7.6707690441980949 173.29543956986163 8.8363507398171333 leaf_count=222 1947 310 internal_value=0 1.33028e-05 internal_weight=0 182.132 internal_count=2479 2257 is_linear=0 shrinkage=0.000341582 Tree=2373 num_leaves=3 num_cat=0 split_feature=453 454 split_gain=8.87992 8.10038 threshold=0.10071000000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.1917127594171466e-05 -0.0033165772764140625 0.0023833428544994244 leaf_weight=175.32108886772767 2.8460151311010113 5.8856578506529322 leaf_count=2409 17 22 internal_value=0 0.000129068 internal_weight=0 181.207 internal_count=2448 2431 is_linear=0 shrinkage=0.00197263 Tree=2374 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=12.4466 12.1441 10.5377 threshold=0.094695000000000015 -0.10072999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4536039401734149e-05 0.00022458591592042511 -0.00019626806585303894 -2.2224533438290786e-05 leaf_weight=31.620666397269815 24.322090548463166 68.787349735503085 67.194555126130581 leaf_count=211 255 1507 497 internal_value=0 -0.000120468 4.35638e-05 internal_weight=0 100.408 91.5166 internal_count=2470 1718 752 is_linear=0 shrinkage=0.00032188 Tree=2375 num_leaves=4 num_cat=0 split_feature=13 39 3 split_gain=8.15335 10.6259 5.67698 threshold=-0.10939499999999998 0.0095750000000000019 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00064607112994622708 -0.00042548226453785536 0.00089546752742748173 0.001405995970256978 leaf_weight=6.6825214717537191 123.80705156677868 29.190155252348632 23.372561538591981 leaf_count=51 1982 239 174 internal_value=0 -0.000172989 0.00094903 internal_weight=0 152.997 30.0551 internal_count=2446 2221 225 is_linear=0 shrinkage=0.00197263 Tree=2376 num_leaves=4 num_cat=0 split_feature=484 1373 123 split_gain=7.83047 8.90284 5.33435 threshold=-0.0068949999999999992 0.089490000000000014 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012018701161255691 0.00019689115613950989 -0.0021300403473343732 0.001446310361059434 leaf_weight=13.33681449992582 166.46713371644728 3.2169564031064501 1.6051779836416233 leaf_count=392 2040 27 10 internal_value=0 0.000151401 -0.000908742 internal_weight=0 169.684 14.942 internal_count=2469 2067 402 is_linear=0 shrinkage=0.00140878 Tree=2377 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=12.5967 14.7018 11.5297 threshold=0.10098000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012951170941733072 0.0001740987551090549 -0.00015980615756416356 -0.00011405373383928368 leaf_weight=25.806418157648295 52.239428501110524 82.143244434148073 22.075678920373321 leaf_count=148 444 1686 158 internal_value=0 -9.05794e-05 8.84588e-05 internal_weight=0 107.95 74.3151 internal_count=2436 1834 602 is_linear=0 shrinkage=0.000334884 Tree=2378 num_leaves=4 num_cat=0 split_feature=484 151 147 split_gain=7.76873 8.20838 5.468 threshold=-0.0068949999999999992 -0.28286499999999998 0.088520000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017694445768183882 -0.0023956808465970029 0.00028595879138512497 0.0023198462825414416 leaf_weight=13.743690104922278 5.0503415931016198 161.7035343516618 1.5013961978256691 leaf_count=383 52 1995 13 internal_value=0 0.000203189 -0.00135274 internal_weight=0 166.754 15.2451 internal_count=2443 2047 396 is_linear=0 shrinkage=0.00209337 Tree=2379 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=9.92726 13.1782 10.7924 threshold=1.0000000180025095e-35 0.084695000000000006 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9379855110733468e-05 0.00010197493144250025 -0.00041777216042035437 -0.00014141245037705539 leaf_weight=36.455078001716174 106.32032690988854 15.464658153359776 30.781450250186026 leaf_count=694 951 597 222 internal_value=0 -0.000138687 4.72599e-05 internal_weight=0 51.9197 137.102 internal_count=2464 1291 1173 is_linear=0 shrinkage=0.000362489 Tree=2380 num_leaves=4 num_cat=0 split_feature=2 31 150 split_gain=9.10281 11.6984 11.1942 threshold=0.090510000000000021 -1.0000000180025095e-35 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041345186163595823 9.5100654525863868e-06 -0.00011651043837330742 0.00026365119715858026 leaf_weight=5.5423072003759435 84.215215288335457 75.951938390149735 29.469266686588526 leaf_count=70 912 1325 177 internal_value=0 -7.99506e-05 7.55831e-05 internal_weight=0 81.4942 113.684 internal_count=2484 1395 1089 is_linear=0 shrinkage=0.000355382 Tree=2381 num_leaves=4 num_cat=0 split_feature=15 43 4 split_gain=9.41894 11.2663 7.74695 threshold=0.084050000000000014 0.095890000000000017 0.51014500000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.8236821026590103e-06 -0.0019803725193722945 0.0020509751760554645 0.0019930342619908343 leaf_weight=155.9163819696987 17.96235607133713 3.3879291503690174 8.622725523542611 leaf_count=1554 766 87 118 internal_value=0 -0.0013333 0.000112196 internal_weight=0 21.3503 164.539 internal_count=2525 853 1672 is_linear=0 shrinkage=0.00205233 Tree=2382 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=10.3832 13.5556 5.91705 threshold=0.10384000000000002 -0.097754999999999995 0.14816000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6054285762962297e-05 4.8225993683298398e-05 -0.00014546479019922711 0.0003212903118047243 leaf_weight=35.899230649229139 63.334084847941995 82.290677425218746 9.7894484698772413 leaf_count=261 470 1633 90 internal_value=0 -7.20838e-05 8.52179e-05 internal_weight=0 118.19 73.1235 internal_count=2454 1894 560 is_linear=0 shrinkage=0.000328318 Tree=2383 num_leaves=3 num_cat=0 split_feature=160 38 split_gain=9.87271 9.19654 threshold=-0.25833999999999996 0.091770000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0022020601633421922 0.00020238184276416682 -0.0029270800603208788 leaf_weight=6.8764315654989323 177.44304515596014 3.4713210021145633 leaf_count=203 2223 35 internal_value=0 0.000140562 internal_weight=0 180.914 internal_count=2461 2258 is_linear=0 shrinkage=0.00193395 Tree=2384 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=8.87111 12.5696 8.66136 threshold=0.10044000000000002 0.082115000000000007 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014200046989293452 0.0010338702756265217 -0.0012598826627992145 -0.00033012038325095332 leaf_weight=73.301142006996088 48.611793159041554 35.384406798169948 27.026724616531283 leaf_count=852 411 962 203 internal_value=0 -0.000315233 0.000546729 internal_weight=0 108.686 75.6385 internal_count=2428 1814 614 is_linear=0 shrinkage=0.00193395 Tree=2385 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=9.03249 14.7368 8.70872 threshold=0.084045000000000022 -0.15552499999999997 0.084100000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010188810921577623 0.00015247495674364291 -0.00016399150216413658 -0.00031832923240451361 leaf_weight=106.25504153431393 24.34205228369683 57.578258446068503 5.9759258734993628 leaf_count=716 164 1480 102 internal_value=0 -6.98759e-05 7.9218e-05 internal_weight=0 81.9203 112.231 internal_count=2462 1644 818 is_linear=0 shrinkage=0.000341582 Tree=2386 num_leaves=4 num_cat=0 split_feature=1 15 2 split_gain=8.92482 15.6609 3.8454 threshold=0.11588000000000001 0.084050000000000014 0.14753000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8669328040147854e-06 0.0004374724262976994 -0.0018490281359815354 0.0017442749007176882 leaf_weight=130.54068389046006 27.640051878523082 15.602841906948013 9.1554062096402031 leaf_count=1327 244 808 86 internal_value=0 -0.000197006 0.000766935 internal_weight=0 146.144 36.7955 internal_count=2465 2135 330 is_linear=0 shrinkage=0.00175164 Tree=2387 num_leaves=4 num_cat=0 split_feature=52 0 3 split_gain=10.6224 10.1893 4.32369 threshold=-0.24526499999999998 -0.061889999999999994 -0.24462999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036141110485368857 -1.6399829909616367e-05 0.00016836978135642403 -0.00034956018120173185 leaf_weight=1.092934627085923 131.00209656078368 52.799927465617657 12.349480444448998 leaf_count=5 1877 349 277 internal_value=0 3.67482e-05 -0.000289247 internal_weight=0 183.802 13.4424 internal_count=2508 2226 282 is_linear=0 shrinkage=0.000355382 Tree=2388 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=12.0389 11.6396 8.40149 threshold=0.079890000000000017 -0.10072999999999999 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022028122449387465 5.0113193658340896e-05 -0.00019375343676081709 1.0423113093633503e-05 leaf_weight=31.122224337421358 37.48442792147398 52.720143981627189 67.946708904113621 leaf_count=232 286 1556 421 internal_value=0 -9.24784e-05 7.65237e-05 internal_weight=0 90.2046 99.0689 internal_count=2495 1842 653 is_linear=0 shrinkage=0.000334884 Tree=2389 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=8.77753 21.5193 13.3016 threshold=-0.10674499999999999 -0.075434999999999988 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017402396745721087 -0.00025136653100755476 6.0519611646139987e-05 -0.00018894015689817432 leaf_weight=60.264762059319764 41.895649267011322 74.361968538956717 15.279808353632687 leaf_count=357 1239 760 85 internal_value=0 -5.20082e-05 0.000100439 internal_weight=0 116.258 75.5446 internal_count=2441 1999 442 is_linear=0 shrinkage=0.000348413 Tree=2390 num_leaves=4 num_cat=0 split_feature=13 12 16 split_gain=14.3909 12.4871 2.03917 threshold=-0.24588999999999997 0.084045000000000022 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037532282109526858 5.5538573672971847e-05 -0.00011415533325059688 0.00013415145754490368 leaf_weight=10.640122524462642 102.97881316673011 74.202280517783947 5.4323359541594973 leaf_count=115 699 1648 18 internal_value=0 -1.55553e-05 0.000295301 internal_weight=0 177.181 16.0725 internal_count=2480 2347 133 is_linear=0 shrinkage=0.000315569 Tree=2391 num_leaves=3 num_cat=0 split_feature=1365 1373 split_gain=8.35468 8.4515 threshold=1.0000000180025095e-35 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016195596995855917 -0.0022695253519230997 -0.0025657930087334313 leaf_weight=177.44969910942018 4.1602933206595472 3.1673830766230813 leaf_count=2392 44 19 internal_value=0 0.000112561 internal_weight=0 180.617 internal_count=2455 2411 is_linear=0 shrinkage=0.00168362 Tree=2392 num_leaves=3 num_cat=0 split_feature=38 1374 split_gain=9.2366 8.69252 threshold=1.0000000180025095e-35 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024279171820876396 -0.0026129292279002641 0.00028368892584651429 leaf_weight=5.2286775242537251 5.1431737667880943 173.5320253346581 leaf_count=47 46 2359 internal_value=0 0.000202905 internal_weight=0 178.761 internal_count=2452 2406 is_linear=0 shrinkage=0.00209337 Tree=2393 num_leaves=4 num_cat=0 split_feature=13 39 3 split_gain=9.7524 15.5191 5.943 threshold=-0.10939499999999998 0.0095750000000000019 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011786637486528939 -9.0290735343896659e-05 0.00017971052092496392 0.00024209629152511109 leaf_weight=6.6396681917831293 121.83541827986483 31.082771503832191 26.279517164919525 leaf_count=53 1947 253 180 internal_value=0 -3.53179e-05 0.00016934 internal_weight=0 152.918 32.9192 internal_count=2433 2200 233 is_linear=0 shrinkage=0.000341582 Tree=2394 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=8.34412 8.92065 threshold=-0.40274499999999996 0.12212000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0024263048064007875 -1.0863245227874439e-05 0.0012366428688685726 leaf_weight=4.5120713037904343 156.74097831116524 23.613281600642949 leaf_count=84 2135 233 internal_value=0 0.000153135 internal_weight=0 180.354 internal_count=2452 2368 is_linear=0 shrinkage=0.00189603 Tree=2395 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=12.9826 16.6105 9.43194 threshold=0.077765000000000015 0.11439500000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012150173367086344 -0.00040150601505975709 0.002157452177827702 0.00067294881047338386 leaf_weight=44.274962158408016 43.963682807050645 5.851042913272976 88.009407180827111 leaf_count=1303 574 15 594 internal_value=0 -0.000817429 0.000314983 internal_weight=0 50.126 131.973 internal_count=2486 1318 1168 is_linear=0 shrinkage=0.00189603 Tree=2396 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=10.7545 7.73209 6.29048 threshold=0.10491000000000002 -0.060094999999999989 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061482486817820438 0.00072019970573189841 0.00026395397897223578 -0.0005887078059783001 leaf_weight=77.830500129726715 55.283754690084606 39.432571616955101 11.545843947678803 leaf_count=1683 474 262 62 internal_value=0 -0.000319344 0.000493459 internal_weight=0 117.263 66.8296 internal_count=2481 1945 536 is_linear=0 shrinkage=0.00161824 Tree=2397 num_leaves=4 num_cat=0 split_feature=0 13 4 split_gain=11.3202 12.5201 7.57337 threshold=-0.0058249999999999994 -0.16901999999999998 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024416963708294459 -5.9640609162194095e-05 -6.1962366923631846e-05 0.00026323607670592587 leaf_weight=15.931117793545125 10.997993562370537 140.65329488064162 26.774552440736443 leaf_count=133 104 2066 150 internal_value=0 -3.06639e-05 0.000169328 internal_weight=0 156.584 37.7725 internal_count=2453 2199 254 is_linear=0 shrinkage=0.000328318 Tree=2398 num_leaves=4 num_cat=0 split_feature=133 9 43 split_gain=8.542 7.98653 0.34804 threshold=-0.39935999999999994 -0.036024999999999995 0.41022000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018736770874947892 0.0023384569091630218 -0.00010540745458679963 -0.0031805040130859197 leaf_weight=2.1595099589321753 5.4809156795963636 168.90763554116711 2.8304676547413692 leaf_count=70 71 2251 62 internal_value=0 -2.71472e-05 -0.00266848 internal_weight=0 174.389 4.98998 internal_count=2454 2322 132 is_linear=0 shrinkage=0.00201208 Tree=2399 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=8.48844 14.0985 3.79092 threshold=-0.24861499999999997 -0.046989999999999997 0.17624000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029991505422720583 0.00011825926063980364 -5.3679922739822626e-05 5.5403140561867265e-05 leaf_weight=11.625326225999741 61.75189437251538 117.4440705034649 3.2210330367088309 leaf_count=278 472 1728 15 internal_value=0 5.60809e-06 -0.000222988 internal_weight=0 179.196 14.8464 internal_count=2493 2200 293 is_linear=0 shrinkage=0.000291537 Tree=2400 num_leaves=4 num_cat=0 split_feature=128 12 133 split_gain=8.65455 8.63512 0.643415 threshold=1.0000000180025095e-35 -0.067934999999999982 0.087985000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00098088775128270917 -0.0023546956770114768 -0.00010382880445289123 -0.00091593538450756868 leaf_weight=27.727035904303193 4.8529280507937065 147.74578555673361 1.4932390500325707 leaf_count=266 125 2032 57 internal_value=0 6.8087e-05 -0.00203791 internal_weight=0 175.473 6.34617 internal_count=2480 2298 182 is_linear=0 shrinkage=0.00178667 Tree=2401 num_leaves=4 num_cat=0 split_feature=150 157 15 split_gain=9.40086 12.6162 7.20796 threshold=0.081245000000000026 -0.076494999999999994 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014914858436429373 0.00018576304111447457 -9.2463893197168286e-05 -0.00010166497691618312 leaf_weight=26.22660252568312 34.990002810955048 117.70263412152417 11.465918718371539 leaf_count=243 205 1884 120 internal_value=0 -4.83559e-05 0.000114748 internal_weight=0 143.929 46.4559 internal_count=2452 2127 325 is_linear=0 shrinkage=0.000315569 Tree=2402 num_leaves=4 num_cat=0 split_feature=52 52 15 split_gain=13.4153 12.2157 1.5746 threshold=-0.25691499999999995 -0.046989999999999997 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8875006982692036e-05 0.00013100034504844054 -5.2070210860211312e-05 -0.00037643283972595994 leaf_weight=1.6788741378113616 58.158011297229677 107.19566762656905 10.832702820771372 leaf_count=33 455 1702 258 internal_value=0 1.23642e-05 -0.000331884 internal_weight=0 165.354 12.5116 internal_count=2448 2157 291 is_linear=0 shrinkage=0.00032188 Tree=2403 num_leaves=4 num_cat=0 split_feature=50 44 3 split_gain=8.57702 12.3191 8.53525 threshold=0.085685000000000011 1.0000000180025095e-35 0.17646500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5950504265780094e-05 -0.00031154183128590955 -0.00064089613610477465 0.0003874133043983509 leaf_weight=169.47130102093797 20.41845742426813 3.7247403599321833 2.4885617680847636 leaf_count=2005 451 27 18 internal_value=0 1.41948e-06 -0.000234094 internal_weight=0 173.196 22.907 internal_count=2501 2032 469 is_linear=0 shrinkage=0.000362489 Tree=2404 num_leaves=4 num_cat=0 split_feature=43 3 2 split_gain=7.8358 12.3193 9.56342 threshold=-0.074459999999999985 -0.077724999999999975 0.090020000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023822152908846238 -0.0011512717171336905 0.0014498247603164085 8.4466758964387784e-05 leaf_weight=36.327128459117375 35.5571885650279 31.179257105570287 76.886068534338847 leaf_count=689 747 286 730 internal_value=0 0.000542548 -0.000307059 internal_weight=0 67.5064 112.443 internal_count=2452 975 1477 is_linear=0 shrinkage=0.00197263 Tree=2405 num_leaves=3 num_cat=0 split_feature=38 160 split_gain=10.5832 10.4959 threshold=1.0000000180025095e-35 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.002362719237466171 -0.0029161519208369259 0.00019329198892416354 leaf_weight=6.652516533387824 4.7440079245716325 168.95754962961655 leaf_count=188 47 2182 internal_value=0 9.50206e-05 internal_weight=0 175.61 internal_count=2417 2370 is_linear=0 shrinkage=0.00201208 Tree=2406 num_leaves=4 num_cat=0 split_feature=51 0 15 split_gain=10.182 11.6213 4.87503 threshold=-0.097374999999999975 -0.062109999999999992 -0.37478999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012197460161053912 -0.00021206716119226258 0.00085704889701933231 -0.0017004135561826622 leaf_weight=2.0787183903157738 115.30659860570449 47.6219870345667 15.593446512590161 leaf_count=19 1847 348 259 internal_value=0 0.000100796 -0.00135141 internal_weight=0 162.929 17.6722 internal_count=2473 2195 278 is_linear=0 shrinkage=0.00182241 Tree=2407 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=8.53339 15.8677 8.64407 threshold=0.094435000000000005 -0.10072999999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012132849399515076 -0.00036246599428102591 -0.0001822136828274952 9.1358486320648616e-05 leaf_weight=29.572953584603965 5.0955944452434769 62.162969052908011 82.649340263102204 leaf_count=196 98 1482 614 internal_value=0 -8.4332e-05 6.45753e-05 internal_weight=0 91.7359 87.7449 internal_count=2390 1678 712 is_linear=0 shrinkage=0.000341582 Tree=2408 num_leaves=4 num_cat=0 split_feature=13 39 133 split_gain=8.16097 10.1279 4.88328 threshold=-0.10939499999999998 0.0095750000000000019 -0.0056849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011605987693782769 -9.4148782605303066e-05 0.00014715720589092351 0.00023813841424374447 leaf_weight=7.0111375427804878 126.68916624656413 30.629570994526148 25.208703957498074 leaf_count=66 1962 249 170 internal_value=0 -4.70959e-05 0.000160929 internal_weight=0 157.319 32.2198 internal_count=2447 2211 236 is_linear=0 shrinkage=0.000377134 Tree=2409 num_leaves=4 num_cat=0 split_feature=43 38 42 split_gain=10.3428 9.28872 1.69787 threshold=0.25619500000000001 0.10208000000000002 -0.0057599999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021607227266548141 -0.00082174233693795961 -0.0030804735382398956 -0.0030743596256436064 leaf_weight=173.37839058029931 1.9874525771010665 3.2793516726233056 4.3358809617348006 leaf_count=2293 93 31 43 internal_value=0 0.000152965 -0.00239297 internal_weight=0 176.658 6.32333 internal_count=2460 2324 136 is_linear=0 shrinkage=0.00197263 Tree=2410 num_leaves=4 num_cat=0 split_feature=3 4 4 split_gain=9.01346 9.06508 1.27671 threshold=0.18307500000000002 0.50609000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021920432050263498 0.0011104654435667772 0.0016103867011201698 0.0025146686757335263 leaf_weight=161.78582015272696 5.6606740988790989 10.24678032286465 4.28889306867495 leaf_count=2274 43 109 73 internal_value=0 -0.000109252 0.00173701 internal_weight=0 172.033 9.94957 internal_count=2499 2383 116 is_linear=0 shrinkage=0.00189603 Tree=2411 num_leaves=4 num_cat=0 split_feature=0 0 49 split_gain=9.05389 10.9668 9.13297 threshold=-0.022489999999999996 -0.10191999999999998 0.0037600000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026902029017353149 0.00037532507562404807 -0.00080229958531784088 0.0027278152578996632 leaf_weight=77.882575070485473 34.387711714487523 65.868154754280113 7.4243702208623281 leaf_count=494 268 1705 31 internal_value=0 -0.000222113 0.000799215 internal_weight=0 143.751 41.8121 internal_count=2498 2199 299 is_linear=0 shrinkage=0.00193395 Tree=2412 num_leaves=4 num_cat=0 split_feature=155 1 0 split_gain=8.60908 7.62265 0.0387746 threshold=0.091145000000000018 0.12419000000000001 -0.073674999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.29143602908857e-06 -0.00047764700072486449 0.00019504935250276234 -0.00034340012814223857 leaf_weight=156.03086469159462 1.3820635471493004 24.552891753148288 4.6007308340631416 leaf_count=2104 39 226 111 internal_value=0 2.20517e-05 -0.000382617 internal_weight=0 180.584 5.98279 internal_count=2480 2330 150 is_linear=0 shrinkage=0.000334884 Tree=2413 num_leaves=4 num_cat=0 split_feature=52 1 39 split_gain=12.4266 12.4873 2.01761 threshold=-0.24861499999999997 1.0000000180025095e-35 0.15009500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038904904019254881 -0.00013353878992876722 7.4278245791534813e-05 1.5923140354489878e-05 leaf_weight=11.784139175200833 50.91696035314817 128.30449522985145 1.7772566378116597 leaf_count=284 1117 1050 7 internal_value=0 1.51907e-05 -0.000336281 internal_weight=0 179.221 13.5614 internal_count=2458 2167 291 is_linear=0 shrinkage=0.000355382 Tree=2414 num_leaves=4 num_cat=0 split_feature=1 43 13 split_gain=9.74145 8.62296 3.98497 threshold=0.12419000000000001 0.2506000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3503879517270924e-05 0.00035745344249653001 -0.00047941928912868733 6.4711337043883265e-05 leaf_weight=155.60086418874562 9.236892484128477 4.9095857406500718 11.933530911803244 leaf_count=2087 148 141 72 internal_value=0 -4.74679e-05 0.000193647 internal_weight=0 160.51 21.1704 internal_count=2448 2228 220 is_linear=0 shrinkage=0.000334884 Tree=2415 num_leaves=4 num_cat=0 split_feature=14 1 49 split_gain=9.56592 11.4822 1.43484 threshold=0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064642529576193518 -0.003082645628170714 0.00032769195097722103 -0.0013040520940567932 leaf_weight=49.499850496067666 2.6706911115907133 127.01974561624229 3.1435672026127568 leaf_count=1266 23 1109 59 internal_value=0 5.42921e-05 -0.00216383 internal_weight=0 176.52 5.81426 internal_count=2457 2375 82 is_linear=0 shrinkage=0.00171729 Tree=2416 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=8.04059 23.1279 16.1851 threshold=-0.10674499999999999 -0.075434999999999988 0.11951500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014212600476561039 -0.00022335518727824573 6.8291899086342974e-05 -0.00034384737201375226 leaf_weight=71.317870740313083 41.630557318567298 76.974051846074872 7.4388991072773925 leaf_count=414 1265 768 40 internal_value=0 -3.41912e-05 9.58008e-05 internal_weight=0 118.605 78.7568 internal_count=2487 2033 454 is_linear=0 shrinkage=0.000315569 Tree=2417 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=9.76849 9.5905 3.65802 threshold=1.0000000180025095e-35 -0.10115999999999999 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042744747610358425 -0.00056704878307736349 -0.00059375654816447721 0.0014295215588497473 leaf_weight=46.888610390946269 3.9833138585090664 111.45737060520332 17.719741390552372 leaf_count=339 20 1947 192 internal_value=0 -0.000291274 0.00106205 internal_weight=0 158.346 21.7031 internal_count=2498 2286 212 is_linear=0 shrinkage=0.00189603 Tree=2418 num_leaves=4 num_cat=0 split_feature=52 0 160 split_gain=8.49117 10.1431 4.31266 threshold=-0.24526499999999998 -0.074664999999999995 0.042900000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032840704994327674 -2.7360283308423581e-05 0.00014199918633185304 0.00022079383263251187 leaf_weight=11.232589582679791 111.70526247820817 65.291043954668567 1.8753082253970195 leaf_count=234 1607 562 50 internal_value=0 3.51639e-05 -0.00024863 internal_weight=0 176.996 13.1079 internal_count=2453 2169 284 is_linear=0 shrinkage=0.000341582 Tree=2419 num_leaves=4 num_cat=0 split_feature=15 1 13 split_gain=11.3642 9.75881 8.0386 threshold=0.084050000000000014 1.0000000180025095e-35 -0.24588999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2490203873498694e-05 0.00060995429477683966 8.9588018446886702e-05 -0.00025582744015797905 leaf_weight=42.138227866380475 1.1200200542807603 127.42524566827342 20.471983622293919 leaf_count=731 8 901 820 internal_value=0 4.43086e-05 -0.000208003 internal_weight=0 169.563 21.592 internal_count=2460 1632 828 is_linear=0 shrinkage=0.000328318 Tree=2420 num_leaves=4 num_cat=0 split_feature=52 52 12 split_gain=8.85892 8.47939 1.19379 threshold=-0.40306999999999998 -0.046989999999999997 -0.043589999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001739820151193659 0.00055704893710738083 -0.00025512551302236903 -0.0018752341965624795 leaf_weight=0.90844980161636968 57.476042241090909 110.83441573649179 8.5256403841776756 leaf_count=9 484 1735 239 internal_value=0 2.24085e-05 -0.00167818 internal_weight=0 168.31 9.43409 internal_count=2467 2219 248 is_linear=0 shrinkage=0.00171729 Tree=2421 num_leaves=4 num_cat=0 split_feature=1456 1213 3 split_gain=9.72134 10.4888 2.46522 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15136999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015330201895541126 -0.00025646648352764306 5.5865096929474383e-05 -0.00038037301609099267 leaf_weight=1.040341556072234 12.857342859846538 171.80163930798881 8.0708466407377255 leaf_count=5 381 1894 219 internal_value=0 3.3976e-05 -0.000318315 internal_weight=0 184.659 9.11119 internal_count=2499 2275 224 is_linear=0 shrinkage=0.000334884 Tree=2422 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=8.85464 12.9477 12.3778 threshold=-0.10072999999999999 0.10044000000000002 0.079915000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015964124672879553 -0.0008344346980007645 0.00054633682541888919 -0.00066907871723088778 leaf_weight=34.319564504083246 72.520521192112938 57.785851452965289 17.054227765649557 leaf_count=206 1603 480 150 internal_value=0 -0.000222172 0.000844532 internal_weight=0 130.306 51.3738 internal_count=2439 2083 356 is_linear=0 shrinkage=0.00217794 Tree=2423 num_leaves=4 num_cat=0 split_feature=484 1 123 split_gain=9.77356 10.7436 3.70938 threshold=-0.0068949999999999992 1.0000000180025095e-35 0.084355000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030788520143392649 -0.00010353817144401148 8.6188667799578516e-05 0.0002289705419341068 leaf_weight=14.358938892604785 50.474833099870011 127.60109602520242 1.6700097434222687 leaf_count=381 1034 1033 10 internal_value=0 3.23802e-05 -0.000250751 internal_weight=0 178.076 16.0289 internal_count=2458 2067 391 is_linear=0 shrinkage=0.000348413 Tree=2424 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=9.52364 13.5087 6.42232 threshold=0.0095750000000000019 -0.10939499999999998 0.077845000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016349786228160134 -0.0001196532798656051 -8.7681093569609204e-05 0.00022742281463836471 leaf_weight=29.49536605970934 7.553199714049696 127.03797352744732 27.520097235683352 leaf_count=209 47 2005 237 internal_value=0 -4.02687e-05 0.000152535 internal_weight=0 156.533 35.0733 internal_count=2498 2214 284 is_linear=0 shrinkage=0.000334884 Tree=2425 num_leaves=4 num_cat=0 split_feature=1213 159 0 split_gain=8.61506 7.35598 3.06544 threshold=-1.0000000180025095e-35 -0.032739999999999991 -0.12491999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040949915385741386 -0.0013558271675309828 0.00022323427030737823 -0.0024851521862895073 leaf_weight=2.0455745067447415 14.627527704113161 153.72443439404014 8.2827564610633981 leaf_count=15 321 1749 382 internal_value=0 8.52251e-05 -0.00191361 internal_weight=0 168.352 10.3283 internal_count=2467 2070 397 is_linear=0 shrinkage=0.00213524 Tree=2426 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=7.44713 7.87447 threshold=-1.0000000180025095e-35 -0.10939499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043355043086241638 0.00015130723235237957 -4.7513940980102313e-05 leaf_weight=5.1806227560155085 33.179143016692251 149.53627084824257 leaf_count=64 243 2162 internal_value=0 -1.13396e-05 internal_weight=0 182.715 internal_count=2469 2405 is_linear=0 shrinkage=0.000369739 Tree=2427 num_leaves=4 num_cat=0 split_feature=3 457 16 split_gain=9.15241 10.4184 1.08113 threshold=0.18307500000000002 0.080930000000000016 -0.25397999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035978037472205598 0.0035984805123288467 0.0012224403081630445 0.0017479570951623555 leaf_weight=142.30800621397793 2.6053041042760015 28.844867191277444 7.3469224525615555 leaf_count=2171 44 180 75 internal_value=0 -9.24995e-05 0.00226703 internal_weight=0 171.153 9.95223 internal_count=2470 2351 119 is_linear=0 shrinkage=0.00240463 Tree=2428 num_leaves=4 num_cat=0 split_feature=14 52 160 split_gain=9.25418 9.38922 0.546114 threshold=0.076175000000000007 -0.24526499999999998 -0.007559999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026621443263727764 -0.00056726040911018766 3.9406722698902027e-05 -0.00032102816593183658 leaf_weight=13.575234309188088 2.4469530023634434 175.19213996303733 3.3845426477491847 leaf_count=280 34 2099 51 internal_value=0 1.72831e-05 -0.00043309 internal_weight=0 188.767 5.8315 internal_count=2464 2379 85 is_linear=0 shrinkage=0.000355382 Tree=2429 num_leaves=4 num_cat=0 split_feature=457 9 1 split_gain=10.1388 8.03582 5.47779 threshold=0.080930000000000016 -0.036024999999999995 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022887075135971566 0.0001268788430977689 -0.00028813771829090695 0.0017892668805887721 leaf_weight=4.5594517411664119 13.759036358445885 146.37273810850456 16.009940764866769 leaf_count=60 93 2198 99 internal_value=0 -0.000208656 0.00102428 internal_weight=0 150.932 29.769 internal_count=2450 2258 192 is_linear=0 shrinkage=0.00193395 Tree=2430 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=7.90592 9.54462 threshold=-0.52082499999999987 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049418315093789438 -1.8363295223562543e-05 0.00018507788363304482 leaf_weight=3.2440317673608652 154.7551710678963 29.499992100987583 leaf_count=35 2201 252 internal_value=0 1.43011e-05 internal_weight=0 184.255 internal_count=2488 2453 is_linear=0 shrinkage=0.000328318 Tree=2431 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=11.4632 12.8907 8.24712 threshold=0.084045000000000022 -0.10072999999999999 0.094415000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015269554679715066 6.9985933159147259e-05 -0.00021333288577455374 -4.8970397585220362e-05 leaf_weight=69.752379120560363 33.900245253928006 45.625972355366684 37.940671007148921 leaf_count=535 263 1397 254 internal_value=0 -9.26318e-05 8.16708e-05 internal_weight=0 79.5262 107.693 internal_count=2449 1660 789 is_linear=0 shrinkage=0.000348413 Tree=2432 num_leaves=4 num_cat=0 split_feature=484 11 150 split_gain=8.55048 10.1352 4.85321 threshold=-1.0000000180025095e-35 0.089270000000000002 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014813778374645184 0.00029823152777754344 -0.0016589727960848444 0.0010778812055332024 leaf_weight=14.061017703264953 155.79449824476615 8.103190881200133 2.4998226705938569 leaf_count=415 1961 73 14 internal_value=0 0.0002004 -0.00109042 internal_weight=0 163.898 16.5608 internal_count=2463 2034 429 is_linear=0 shrinkage=0.00171729 Tree=2433 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=7.98957 15.0694 7.6116 threshold=0.094405000000000003 -0.097754999999999995 0.087925000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013133703403358241 0.00010518494334797066 -0.00015398477569590255 -0.00031471564547059513 leaf_weight=32.435094252694398 89.142198486253619 64.131684844032861 5.2310402947477987 leaf_count=225 671 1489 81 internal_value=0 -5.8109e-05 8.15648e-05 internal_weight=0 96.5668 94.3732 internal_count=2466 1714 752 is_linear=0 shrinkage=0.000341582 Tree=2434 num_leaves=4 num_cat=0 split_feature=1 15 16 split_gain=9.89922 9.25845 3.84533 threshold=0.11588000000000001 0.095330000000000012 -0.063814999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1506237863403578e-05 0.0015368671882907234 -0.0020417285393893249 0.00026149735180895932 leaf_weight=138.00033632828854 18.729442109819502 9.426027163397519 16.764045611489564 leaf_count=1895 190 273 135 internal_value=0 -0.000198931 0.00093721 internal_weight=0 147.426 35.4935 internal_count=2493 2168 325 is_linear=0 shrinkage=0.00193395 Tree=2435 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=9.08636 23.2596 17.2844 threshold=-0.10298499999999998 -0.075379999999999989 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070052748005041104 -0.0019314700493621531 0.00016027478149341988 -0.0028008294444687174 leaf_weight=70.326882627792656 35.298503985628486 68.047433465719223 6.662115695886313 leaf_count=448 1251 772 35 internal_value=0 -0.000555492 0.000393916 internal_weight=0 103.346 76.989 internal_count=2506 2023 483 is_linear=0 shrinkage=0.00209337 Tree=2436 num_leaves=4 num_cat=0 split_feature=3 0 52 split_gain=11.8682 8.85265 0.472926 threshold=0.18307500000000002 -0.13110499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042380007332361584 0.0015861834306128758 -0.00050261861656613791 0.0026145805636331289 leaf_weight=58.324327698443085 4.0255565280094743 113.45805415022187 4.3874053400941175 leaf_count=307 47 2037 60 internal_value=0 -0.000188006 0.00214979 internal_weight=0 171.782 8.41296 internal_count=2451 2344 107 is_linear=0 shrinkage=0.00193395 Tree=2437 num_leaves=4 num_cat=0 split_feature=4 160 0 split_gain=8.39232 7.51771 0.773628 threshold=-0.49367499999999992 -0.40446999999999994 0.10964500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002494012265020345 -0.0022960094480260311 0.00014513456855363578 -0.0013248450071374712 leaf_weight=4.5982359144836646 5.8499833948444566 162.99397688789759 7.0702304840087891 leaf_count=59 194 2134 65 internal_value=0 5.90901e-05 -0.00180491 internal_weight=0 168.844 11.6685 internal_count=2452 2328 124 is_linear=0 shrinkage=0.00213524 Tree=2438 num_leaves=4 num_cat=0 split_feature=43 3 453 split_gain=8.97566 11.5676 8.71532 threshold=-0.074459999999999985 -0.077724999999999975 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019490734607873142 -0.00024582004291445752 0.0014341500965802383 -0.0029396406853930976 leaf_weight=36.099069002550095 109.9667211570777 29.581744438037276 4.5732376258820286 leaf_count=692 1475 274 27 internal_value=0 0.00053999 -0.000356142 internal_weight=0 65.6808 114.54 internal_count=2468 966 1502 is_linear=0 shrinkage=0.00193395 Tree=2439 num_leaves=3 num_cat=0 split_feature=44 42 split_gain=8.02215 7.38859 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0007850611881346476 -0.0020628349110026717 0.0002169544834539053 leaf_weight=29.199726697755978 6.0627201683819285 146.95065201399848 leaf_count=693 48 1754 internal_value=0 5.04613e-05 internal_weight=0 176.15 internal_count=2495 2447 is_linear=0 shrinkage=0.00182241 Tree=2440 num_leaves=4 num_cat=0 split_feature=457 1 52 split_gain=8.91956 13.3118 7.55457 threshold=0.080930000000000016 0.10776500000000001 -0.088089999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2581658148496815e-05 -0.00016909971186038447 9.5891336048743893e-05 0.00020384319435955329 leaf_weight=105.96453314775135 5.9665793143212786 50.972735004965216 28.469436286017299 leaf_count=1859 55 417 154 internal_value=0 -3.13415e-05 0.000138886 internal_weight=0 156.937 34.436 internal_count=2485 2276 209 is_linear=0 shrinkage=0.000303315 Tree=2441 num_leaves=4 num_cat=0 split_feature=4 150 11 split_gain=9.14895 9.70202 9.14397 threshold=0.27626000000000001 -1.0000000180025095e-35 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.0255438138238161e-06 -0.00027567863359510857 0.00023738863653822146 -0.00034282158560887562 leaf_weight=148.37290199892595 4.7245283871889105 28.871018003672361 9.5766125628724676 leaf_count=2106 22 257 113 internal_value=0 0.00016456 -2.76136e-05 internal_weight=0 33.5955 157.95 internal_count=2498 279 2219 is_linear=0 shrinkage=0.000334884 Tree=2442 num_leaves=4 num_cat=0 split_feature=133 52 13 split_gain=9.03299 8.81167 0.438001 threshold=-0.39935999999999994 -0.51498499999999992 -0.14655499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.003807606327567545 -0.0020712604252101333 0.00029962068666500687 -0.0021260617867342136 leaf_weight=1.0366629399359224 6.2157992841675869 170.07669838552829 3.3886683454038566 leaf_count=7 177 2140 127 internal_value=0 0.000214765 -0.00260422 internal_weight=0 176.292 4.42533 internal_count=2451 2317 134 is_linear=0 shrinkage=0.00197263 Tree=2443 num_leaves=4 num_cat=0 split_feature=12 4 3 split_gain=9.37536 10.4488 8.03452 threshold=0.084045000000000022 0.18599000000000002 0.081025000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013914025746952413 -0.00017341095123493843 0.00010770798994476515 -4.7764668603571432e-05 leaf_weight=61.182064107735641 57.081146749085747 21.038145562633872 47.655322471167892 leaf_count=525 1537 123 308 internal_value=0 -9.76576e-05 5.73375e-05 internal_weight=0 78.1193 108.837 internal_count=2493 1660 833 is_linear=0 shrinkage=0.000341582 Tree=2444 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=11.5976 20.4727 9.37735 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.51498499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034216483295355406 -0.00038576859346981836 0.00012301938338064961 8.8018869827481008e-05 leaf_weight=27.884217058424838 5.6215433720499268 22.278554766438901 129.95150071522221 leaf_count=1134 106 128 1091 internal_value=0 -0.000135751 6.80711e-05 internal_weight=0 50.1628 135.573 internal_count=2459 1262 1197 is_linear=0 shrinkage=0.000362489 Tree=2445 num_leaves=4 num_cat=0 split_feature=15 1447 4 split_gain=11.4628 9.75085 7.22767 threshold=0.084050000000000014 -1.0000000180025095e-35 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003699603477102219 -0.00028591674292633985 5.5156955874417622e-05 0.0003030444797973236 leaf_weight=6.1821914524771264 19.667681931750852 157.01911923196167 2.5572983920574179 leaf_count=130 841 1497 12 internal_value=0 3.88106e-05 -0.000216969 internal_weight=0 163.201 22.225 internal_count=2480 1627 853 is_linear=0 shrinkage=0.000334884 Tree=2446 num_leaves=4 num_cat=0 split_feature=1 457 42 split_gain=9.08969 9.34728 4.58802 threshold=0.11588000000000001 0.078435000000000019 0.094935000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049333996588404806 0.00044104514567074027 0.0008920371251619517 0.0020863419873530017 leaf_weight=119.25439831393305 24.443134400062263 27.171976792626083 11.245639977045355 leaf_count=1965 241 183 96 internal_value=0 -0.000235774 0.000964387 internal_weight=0 146.426 35.6888 internal_count=2485 2148 337 is_linear=0 shrinkage=0.00213524 Tree=2447 num_leaves=4 num_cat=0 split_feature=12 1 474 split_gain=9.16737 10.267 7.29085 threshold=0.084045000000000022 0.12608000000000003 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025610603016136741 -0.00077769007441336267 0.0020972459523866701 0.0019459267169859107 leaf_weight=89.873093620757572 66.371146739693359 6.3577253669500342 13.895187769550828 leaf_count=704 1571 50 95 internal_value=0 -0.000523535 0.000484237 internal_weight=0 72.7289 103.768 internal_count=2420 1621 799 is_linear=0 shrinkage=0.00217794 Tree=2448 num_leaves=4 num_cat=0 split_feature=12 0 132 split_gain=10.0114 11.5433 9.17143 threshold=0.083325000000000024 -0.061684999999999997 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3975007383873053e-05 -0.0001796497977034266 9.0816664954032164e-05 0.00033187196923254304 leaf_weight=95.886206458555534 53.363096312968992 27.994270816911012 13.687282885424791 leaf_count=647 1517 247 91 internal_value=0 -8.6588e-05 7.14874e-05 internal_weight=0 81.3574 109.573 internal_count=2502 1764 738 is_linear=0 shrinkage=0.000341582 Tree=2449 num_leaves=3 num_cat=0 split_feature=448 1365 split_gain=8.57602 8.65602 threshold=-0.083359999999999976 0.084635000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0028469052582022459 0.00017163658767700089 -0.0026431987515112393 leaf_weight=4.1515140160918227 175.75007317657582 4.6133716199547044 leaf_count=43 2402 46 internal_value=0 9.8043e-05 internal_weight=0 180.363 internal_count=2491 2448 is_linear=0 shrinkage=0.00205233 Tree=2450 num_leaves=4 num_cat=0 split_feature=13 1 4 split_gain=11.8237 8.99255 1.73807 threshold=-0.16901999999999998 0.099195000000000019 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005145701778474837 -0.00046826204025397598 0.00044937178768200974 0.00197018610408288 leaf_weight=4.140505880117419 90.776379313901998 71.14807803882286 12.920856222510336 leaf_count=17 1775 536 119 internal_value=0 -6.50305e-05 0.00162259 internal_weight=0 161.924 17.0614 internal_count=2447 2311 136 is_linear=0 shrinkage=0.00193395 Tree=2451 num_leaves=4 num_cat=0 split_feature=13 12 2 split_gain=8.74957 10.0313 2.0092 threshold=-0.16901999999999998 0.081095000000000014 0.10613000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003558444869208215 5.0967883303847175e-05 -0.00011638620713146958 0.00012277195287381759 leaf_weight=7.9645942933857468 95.155030109453946 74.341672797687352 9.6679947050288302 leaf_count=43 586 1740 96 internal_value=0 -2.24624e-05 0.000229631 internal_weight=0 169.497 17.6326 internal_count=2465 2326 139 is_linear=0 shrinkage=0.000341582 Tree=2452 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=11.091 14.1883 13.0474 threshold=0.090515000000000012 -0.0085199999999999981 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025852872449702406 0.00014780514654586272 3.2562329928699511e-05 -0.00013111128859759943 leaf_weight=34.989881071494892 82.099370183888823 48.237707262160257 26.964736290276051 leaf_count=664 712 913 177 internal_value=0 -8.99988e-05 7.87828e-05 internal_weight=0 83.2276 109.064 internal_count=2466 1577 889 is_linear=0 shrinkage=0.000348413 Tree=2453 num_leaves=4 num_cat=0 split_feature=3 3 16 split_gain=9.51994 9.45678 0.994513 threshold=0.18307500000000002 -0.097754999999999995 -0.25397999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059547546955517712 0.0028452610659783603 -0.00040520880203856658 0.0014143441626563317 leaf_weight=49.84033896913752 2.5743432827293873 120.50004797696602 7.6036899080499989 leaf_count=373 47 1997 75 internal_value=0 -0.000112217 0.00180329 internal_weight=0 170.34 10.178 internal_count=2492 2370 122 is_linear=0 shrinkage=0.00193395 Tree=2454 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=7.98124 12.4574 threshold=-0.52082499999999987 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050541454844731993 -2.5644957021860333e-05 0.00020623254154939537 leaf_weight=3.2712687589228144 153.31284750730265 31.169752103276551 leaf_count=34 2154 263 internal_value=0 1.36339e-05 internal_weight=0 184.483 internal_count=2451 2417 is_linear=0 shrinkage=0.000334884 Tree=2455 num_leaves=4 num_cat=0 split_feature=14 0 49 split_gain=9.27457 11.831 0.955104 threshold=0.076175000000000007 -0.10674499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012716151194349558 -0.00056511423112779314 -5.7757014209931757e-05 -0.00027624924758355522 leaf_weight=68.024909402709454 2.8240471645258367 109.38255296333227 3.4763975674286476 leaf_count=368 24 2004 65 internal_value=0 1.31834e-05 -0.000413334 internal_weight=0 177.407 6.30044 internal_count=2461 2372 89 is_linear=0 shrinkage=0.000348413 Tree=2456 num_leaves=3 num_cat=0 split_feature=1456 11 split_gain=9.75161 9.08314 threshold=-1.0000000180025095e-35 0.088215000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037853171594326765 3.7073139075802004e-05 -0.00029468661548306746 leaf_weight=7.4311503903008989 167.37775874487124 10.104656397365032 leaf_count=225 2138 90 internal_value=0 1.80111e-05 internal_weight=0 177.482 internal_count=2453 2228 is_linear=0 shrinkage=0.000341582 Tree=2457 num_leaves=4 num_cat=0 split_feature=376 3 133 split_gain=8.09572 11.1399 3.67984 threshold=0.048375000000000008 -0.097754999999999995 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012118566435882872 2.6069265692658589e-05 -6.8362401437380957e-05 0.00036099620230065646 leaf_weight=54.768394684884697 6.2357760500162867 119.69347879244015 10.997837337199597 leaf_count=368 38 1930 99 internal_value=0 -8.81847e-06 0.000240757 internal_weight=0 174.462 17.2336 internal_count=2435 2298 137 is_linear=0 shrinkage=0.000348413 Tree=2458 num_leaves=4 num_cat=0 split_feature=52 147 3 split_gain=11.3337 7.93271 5.22828 threshold=-0.24526499999999998 0.087350000000000025 -0.24509499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0022832430720173208 4.3616161649215989e-05 0.0014684094108943821 -0.0021321122940487045 leaf_weight=1.0103049725294102 154.57918247394264 16.030477305874228 11.131032857461831 leaf_count=4 2098 109 279 internal_value=0 0.000178365 -0.0017472 internal_weight=0 170.61 12.1413 internal_count=2490 2207 283 is_linear=0 shrinkage=0.00193395 Tree=2459 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=12.8485 11.0172 2.25902 threshold=-0.49367499999999992 -0.016664999999999996 0.09518500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046279187761167392 -2.6366618595324237e-05 0.0001991055375503976 -0.00012354307806479841 leaf_weight=7.3051777444779855 146.35426749358885 27.681119589135051 3.1040814127773046 leaf_count=66 2149 170 58 internal_value=0 9.60071e-06 -0.000364018 internal_weight=0 174.035 10.4093 internal_count=2443 2319 124 is_linear=0 shrinkage=0.000328318 Tree=2460 num_leaves=3 num_cat=0 split_feature=39 43 split_gain=7.5555 8.94887 threshold=0.16946000000000003 0.25619500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.520763171144246e-05 0.0027352111647043278 -0.0028137380375793945 leaf_weight=165.51620308961719 4.0831646248698226 5.5135762229328966 leaf_count=2329 20 140 internal_value=0 -0.000165274 internal_weight=0 171.03 internal_count=2489 2469 is_linear=0 shrinkage=0.00213524 Tree=2461 num_leaves=4 num_cat=0 split_feature=160 130 52 split_gain=8.85622 7.42987 0.145188 threshold=-0.40446999999999994 1.0000000180025095e-35 0.30732500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023978546699122741 3.6023387238119504e-05 -0.0002618763538252584 -0.00039093865246330074 leaf_weight=1.627054268028586 170.16424492571969 9.4183137831278128 5.1481008529663086 leaf_count=55 1924 309 131 internal_value=0 2.02464e-05 -0.000359128 internal_weight=0 179.583 6.77516 internal_count=2419 2233 186 is_linear=0 shrinkage=0.000328318 Tree=2462 num_leaves=4 num_cat=0 split_feature=12 0 16 split_gain=11.7205 11.7821 8.09015 threshold=0.084045000000000022 -0.060094999999999989 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010671805945794436 -0.00019989759726168706 7.384773388249835e-05 -0.00017956966566909033 leaf_weight=91.218048950424418 48.580764353042468 27.568008504807949 12.493812510278074 leaf_count=711 1408 229 98 internal_value=0 -0.000100831 7.20735e-05 internal_weight=0 76.1488 103.712 internal_count=2446 1637 809 is_linear=0 shrinkage=0.000334884 Tree=2463 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=7.13275 7.32405 threshold=-0.40186499999999997 0.12337000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0045273286711632723 -9.1757488202492792e-05 0.0011698533740402176 leaf_weight=1.3250575810670842 157.6234502766747 21.985323572997004 leaf_count=7 2243 220 internal_value=0 6.33048e-05 internal_weight=0 179.609 internal_count=2470 2463 is_linear=0 shrinkage=0.00205233 Tree=2464 num_leaves=4 num_cat=0 split_feature=457 376 1 split_gain=9.29811 10.2277 7.65732 threshold=0.080930000000000016 1.0000000180025095e-35 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3033770233281917e-05 -9.4319379807520737e-05 0.00025910983136229041 0.00028663944249928764 leaf_weight=142.12940057495143 9.0357947619631904 12.952108236961065 21.509879471734166 leaf_count=2167 83 99 115 internal_value=0 -3.59614e-05 0.000174014 internal_weight=0 155.082 30.5457 internal_count=2464 2266 198 is_linear=0 shrinkage=0.000348413 Tree=2465 num_leaves=4 num_cat=0 split_feature=1 0 43 split_gain=11.6919 16.9817 8.77623 threshold=0.090515000000000012 -0.060094999999999989 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002338673268661533 0.00020153385256372261 8.3478149837686789e-05 -8.8942388928799922e-06 leaf_weight=50.327630063286051 34.818659240845591 32.181111971847713 68.400016820989549 leaf_count=1425 304 197 568 internal_value=0 -0.000110147 6.22307e-05 internal_weight=0 82.5087 103.219 internal_count=2494 1622 872 is_linear=0 shrinkage=0.000341582 Tree=2466 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=8.92519 8.43519 6.88255 threshold=-0.24861499999999997 -0.046989999999999997 -0.51735999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0039977630498568492 0.00077634769285888174 -0.00022575773295770659 -0.0021884844127010674 leaf_weight=0.7460329532623281 54.757577845593914 111.73378831706941 11.12844831345137 leaf_count=1 466 1707 275 internal_value=0 0.000104126 -0.00176611 internal_weight=0 166.491 11.8745 internal_count=2449 2173 276 is_linear=0 shrinkage=0.00209337 Tree=2467 num_leaves=4 num_cat=0 split_feature=133 156 15 split_gain=7.27066 7.73197 0.669448 threshold=0.15638000000000005 -1.0000000180025095e-35 -0.14151499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040373569294900109 1.339270833356513e-05 4.1483270680743189e-05 -0.00039914886339152439 leaf_weight=5.1626988933421663 0.55891623999923457 181.68292263196781 5.7600424389820537 leaf_count=140 14 2111 224 internal_value=0 2.89471e-05 -0.000363061 internal_weight=0 186.846 6.31896 internal_count=2489 2251 238 is_linear=0 shrinkage=0.000362489 Tree=2468 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=7.97335 7.76855 threshold=-1.0000000180025095e-35 0.23993500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0020755635669033523 -0.0003175453019655097 0.00055192065497266672 leaf_weight=5.3982161036692551 135.07020776998252 43.205805034376681 leaf_count=75 2110 317 internal_value=0 -0.000106613 internal_weight=0 178.276 internal_count=2502 2427 is_linear=0 shrinkage=0.00178667 Tree=2469 num_leaves=3 num_cat=0 split_feature=1365 42 split_gain=9.50619 9.33858 threshold=1.0000000180025095e-35 -0.0044549999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014055124476413549 -0.00041044055894554895 4.3655344715577007e-05 leaf_weight=30.155702639487572 4.8842659085057667 154.79453089809977 leaf_count=684 51 1750 internal_value=0 1.3554e-05 internal_weight=0 184.95 internal_count=2485 2434 is_linear=0 shrinkage=0.000303315 Tree=2470 num_leaves=4 num_cat=0 split_feature=14 0 14 split_gain=8.47799 9.69752 0.999051 threshold=0.076175000000000007 -0.10364499999999999 0.091685000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073229140249016624 -0.0015462579266239504 -0.00026512027356913543 -0.0033709405073148384 leaf_weight=70.983909059781581 3.2805310152471057 106.91939250670839 2.5932458369061351 leaf_count=397 55 1997 31 internal_value=0 0.00013306 -0.00239983 internal_weight=0 177.903 5.87378 internal_count=2480 2394 86 is_linear=0 shrinkage=0.00209337 Tree=2471 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=8.3256 10.1018 8.34182 threshold=0.084045000000000022 -0.048759999999999991 -0.10115999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015045737559072239 0.00039731584068484945 1.4053932564587922e-05 -0.0011366715448210406 leaf_weight=34.101043895585462 31.165567650459707 73.509993876214139 43.493683260749094 leaf_count=314 251 488 1425 internal_value=0 0.00048746 -0.000496692 internal_weight=0 107.611 74.6593 internal_count=2478 802 1676 is_linear=0 shrinkage=0.00226593 Tree=2472 num_leaves=3 num_cat=0 split_feature=160 403 split_gain=9.21601 10.0059 threshold=-0.25833999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0028365758394173048 -0.0016206667620863439 0.00031943815684588059 leaf_weight=6.4771396415308109 17.723490895470604 154.64939496933948 leaf_count=205 570 1698 internal_value=0 0.000119033 internal_weight=0 172.373 internal_count=2473 2268 is_linear=0 shrinkage=0.00245272 Tree=2473 num_leaves=4 num_cat=0 split_feature=42 2 16 split_gain=12.3387 9.93121 9.53427 threshold=-1.0000000180025095e-35 0.099185000000000009 0.26538000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036191173001022623 7.0568161657111287e-05 3.7640840413991639e-05 -0.00020602519149455156 leaf_weight=15.747118990053425 145.75243607314769 11.584636116982436 14.68793531320989 leaf_count=514 1576 160 231 internal_value=0 -0.000193098 4.51207e-05 internal_weight=0 27.3318 160.44 internal_count=2481 674 1807 is_linear=0 shrinkage=0.000328318 Tree=2474 num_leaves=4 num_cat=0 split_feature=124 3 123 split_gain=7.61136 10.0891 5.59629 threshold=-0.043384999999999993 -0.097754999999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00080311121100620634 0.00058880264864303537 -0.00065278946529534877 0.0018843106868371028 leaf_weight=5.2732834746129837 49.122565119061619 105.78315751836635 15.449344890192149 leaf_count=48 376 1882 147 internal_value=0 -0.000258924 0.0011998 internal_weight=0 154.906 20.7226 internal_count=2453 2258 195 is_linear=0 shrinkage=0.00226593 Tree=2475 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=7.75447 9.5739 threshold=-0.52082499999999987 0.10114000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0029685416242741535 -0.00030737454315663606 0.00062150892124910554 leaf_weight=3.1073812884278587 104.63507605728228 68.622409213334322 leaf_count=35 1857 586 internal_value=0 6.06938e-05 internal_weight=0 173.257 internal_count=2478 2443 is_linear=0 shrinkage=0.00193395 Tree=2476 num_leaves=4 num_cat=0 split_feature=484 160 147 split_gain=11.6006 9.51153 5.64566 threshold=-1.0000000180025095e-35 -0.40446999999999994 0.08789000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033963332287618081 -0.00035907377247327172 4.8216525239858416e-05 0.00031788438317901217 leaf_weight=13.703327846247701 6.576216554734855 167.14104401296936 1.5498456070199598 leaf_count=399 195 1881 13 internal_value=0 3.25768e-05 -0.000270995 internal_weight=0 173.717 15.2532 internal_count=2488 2076 412 is_linear=0 shrinkage=0.000334884 Tree=2477 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=8.39152 10.461 4.88249 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015593226156295108 0.00026859861321402913 -5.7839645084496501e-05 -8.6894256744020438e-05 leaf_weight=28.773287896532565 17.643886274658147 132.47154412860982 5.1083830557763568 leaf_count=208 160 2026 53 internal_value=0 -1.96114e-05 0.000188748 internal_weight=0 161.245 22.7523 internal_count=2447 2234 213 is_linear=0 shrinkage=0.00032188 Tree=2478 num_leaves=4 num_cat=0 split_feature=481 51 131 split_gain=9.71947 8.19973 0.242896 threshold=-0.0079799999999999992 -0.40274499999999996 0.086835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004441390323995567 -0.00046387603192529005 3.5095303166185571e-05 -0.00022354692454965922 leaf_weight=5.7666485962690777 4.3246336637530467 176.28331186389551 1.1509257541038094 leaf_count=228 70 2145 32 internal_value=0 2.28675e-05 -0.000411583 internal_weight=0 180.608 6.91757 internal_count=2475 2215 260 is_linear=0 shrinkage=0.000362489 Tree=2479 num_leaves=4 num_cat=0 split_feature=159 147 133 split_gain=9.36811 8.23109 7.82177 threshold=-0.032739999999999991 0.10100500000000003 0.13396500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003531455309590671 4.3913748844314585e-05 0.00037712006670478898 -0.00033724209679776546 leaf_weight=13.382645542733369 168.22683172719553 2.0817435532808295 6.6883939933031789 leaf_count=328 1911 4 236 internal_value=0 -0.000252836 2.91327e-05 internal_weight=0 15.4644 174.915 internal_count=2479 332 2147 is_linear=0 shrinkage=0.000348413 Tree=2480 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=8.06081 14.8208 10.0151 threshold=-0.12077499999999998 0.088975000000000012 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026360905528390749 -0.00019729607002100407 3.7768077037787297e-05 -9.1417381138900655e-05 leaf_weight=26.087057442869991 53.322306938702241 92.472509528510273 16.191525967791677 leaf_count=133 1422 815 138 internal_value=0 -4.82886e-05 0.000127761 internal_weight=0 145.795 42.2786 internal_count=2508 2237 271 is_linear=0 shrinkage=0.000355382 Tree=2481 num_leaves=4 num_cat=0 split_feature=481 1 123 split_gain=8.37193 8.22092 2.77963 threshold=-1.0000000180025095e-35 0.099515000000000006 0.084355000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040208528053966143 -3.7697776272055684e-05 0.00010976254007115387 0.00015196855032556522 leaf_weight=7.1690494855865818 104.20016846247017 76.333674035966396 1.1755814068019388 leaf_count=281 1586 610 8 internal_value=0 2.46811e-05 -0.000323052 internal_weight=0 180.534 8.34463 internal_count=2485 2196 289 is_linear=0 shrinkage=0.000341582 Tree=2482 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=9.94103 16.4524 4.75824 threshold=0.081365000000000007 -0.10115999999999999 0.41094500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022569148321750567 -0.00045268592649486838 -3.6332077560605078e-05 -2.4711092220547924e-05 leaf_weight=35.308862530626357 7.9605104094371182 132.64493090892211 4.8751798048615456 leaf_count=213 100 2100 26 internal_value=0 1.88667e-05 -0.000291754 internal_weight=0 167.954 12.8357 internal_count=2439 2313 126 is_linear=0 shrinkage=0.000341582 Tree=2483 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=7.7123 8.38199 threshold=-0.40274499999999996 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041808400615105324 -7.5389378809824914e-06 0.00027809182257368772 leaf_weight=4.8847153134411192 176.57148328924086 12.748209537472574 leaf_count=90 2280 130 internal_value=0 1.18476e-05 internal_weight=0 189.32 internal_count=2500 2410 is_linear=0 shrinkage=0.000341582 Tree=2484 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=7.28335 8.83104 threshold=-0.036024999999999995 0.092135000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0023847578872382038 -0.00057654333071689213 0.00035480152541561387 leaf_weight=5.1842348105274132 76.966075265081599 96.550812924047932 leaf_count=71 1383 998 internal_value=0 -5.84162e-05 internal_weight=0 173.517 internal_count=2452 2381 is_linear=0 shrinkage=0.00205233 Tree=2485 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=8.99916 8.36469 threshold=-0.094929999999999987 0.081245000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0027759170605361969 -0.00017286041404631014 0.00082479056847250089 leaf_weight=4.0366273522377005 135.36964835878462 38.771700934972614 leaf_count=40 2155 292 internal_value=0 4.96488e-05 internal_weight=0 174.141 internal_count=2487 2447 is_linear=0 shrinkage=0.00189603 Tree=2486 num_leaves=4 num_cat=0 split_feature=131 38 12 split_gain=8.6295 7.61768 5.76015 threshold=0.092225000000000015 0.084835000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018407470041929017 0.00096973921513186475 -0.0026827968317275214 -0.0026603537176336043 leaf_weight=164.8885275676148 2.5273045506328353 4.2249855161644509 8.5160441945772583 leaf_count=2200 41 43 226 internal_value=0 0.000110724 -0.0018282 internal_weight=0 169.114 11.0433 internal_count=2510 2243 267 is_linear=0 shrinkage=0.00213524 Tree=2487 num_leaves=4 num_cat=0 split_feature=159 1 0 split_gain=9.87753 9.92952 3.49968 threshold=-0.032739999999999991 0.12500000000000003 -0.15687999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022546826468023632 -0.00012924301847871354 0.0017837526496262449 -0.0025885601511859094 leaf_weight=2.9995329035446039 144.29641052975785 15.999489518813787 10.68753296881914 leaf_count=24 1923 202 309 internal_value=0 6.28091e-05 -0.00197504 internal_weight=0 160.296 13.6871 internal_count=2458 2125 333 is_linear=0 shrinkage=0.00231125 Tree=2488 num_leaves=4 num_cat=0 split_feature=14 43 160 split_gain=6.83018 7.32813 1.24692 threshold=0.076175000000000007 -0.56069499999999983 -0.014214999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0070640980893197734 -0.0034561010020072104 2.1952157265116707e-05 -0.0013394749668744176 leaf_weight=0.59177662432193656 2.5950341885909438 175.74101194832474 3.0432003056630483 leaf_count=2 35 2426 46 internal_value=0 5.00535e-05 -0.00236199 internal_weight=0 176.333 5.63823 internal_count=2509 2428 81 is_linear=0 shrinkage=0.00217794 Tree=2489 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=12.635 13.3552 9.54824 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003096000432606064 -0.00020907709291637352 5.6330044797677745e-05 9.3800170418486658e-05 leaf_weight=28.124419052503072 14.63455274607986 22.687746417708695 121.36217724904418 leaf_count=1131 159 140 1044 internal_value=0 -0.000146447 6.10625e-05 internal_weight=0 50.8122 135.997 internal_count=2474 1271 1203 is_linear=0 shrinkage=0.000355382 Tree=2490 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=9.49865 16.0265 12.3318 threshold=-0.10072999999999999 -0.062879999999999978 0.088215000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014200471882713406 -0.0015911048324197309 0.00017493236601158929 -0.0013173014902262165 leaf_weight=38.375720685347915 34.849992581410334 92.261252762982622 10.199419341050087 leaf_count=260 1414 702 90 internal_value=0 -0.000310235 0.000843573 internal_weight=0 127.111 48.5751 internal_count=2466 2116 350 is_linear=0 shrinkage=0.0022215 Tree=2491 num_leaves=4 num_cat=0 split_feature=457 2 1 split_gain=10.5987 10.7349 8.34637 threshold=0.069910000000000014 0.14753000000000002 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4740806874433159e-05 -0.00010695087718188211 0.00027869642141747095 0.00027067248848568106 leaf_weight=139.11947267781943 9.4782764147967082 10.695497466251252 23.862288627773523 leaf_count=2148 85 106 131 internal_value=0 -4.93191e-05 0.000163321 internal_weight=0 149.815 33.3406 internal_count=2470 2254 216 is_linear=0 shrinkage=0.000341582 Tree=2492 num_leaves=4 num_cat=0 split_feature=4 48 402 split_gain=8.1587 11.4433 10.4773 threshold=0.28064000000000006 0.11926500000000002 0.085575000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.6174008554490913e-06 0.00026407662672504602 -0.00032387332418796225 -0.0003649811223512028 leaf_weight=141.03399062016979 27.080336831510071 4.6173466853797427 9.6854498161701468 leaf_count=1926 249 23 259 internal_value=0 0.000177592 -1.65795e-05 internal_weight=0 31.6977 150.719 internal_count=2457 272 2185 is_linear=0 shrinkage=0.000348413 Tree=2493 num_leaves=4 num_cat=0 split_feature=42 484 43 split_gain=9.10415 9.20435 2.46011 threshold=-0.11377999999999998 -0.0068949999999999992 -0.24340499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051776210073528823 -0.00020945158090465436 5.0104502746883194e-05 -0.00013553538250904613 leaf_weight=3.9121089735999703 16.078573969192803 162.97237169207074 3.4998758246656498 leaf_count=46 386 1933 91 internal_value=0 2.66803e-05 -0.000341981 internal_weight=0 179.051 7.41198 internal_count=2456 2319 137 is_linear=0 shrinkage=0.000328318 Tree=2494 num_leaves=4 num_cat=0 split_feature=1 50 2 split_gain=8.39063 8.69679 5.96006 threshold=0.10423500000000001 0.07826000000000001 0.14234000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010874902988313077 0.00030922763521394977 -0.0018552617252089662 0.0018144983396317118 leaf_weight=102.96281552035362 57.374217507429421 10.784125951468011 10.70479415822774 leaf_count=1546 448 399 115 internal_value=0 -0.000275994 0.000548508 internal_weight=0 113.747 68.079 internal_count=2508 1945 563 is_linear=0 shrinkage=0.00185885 Tree=2495 num_leaves=4 num_cat=0 split_feature=14 0 14 split_gain=8.40416 10.7091 1.1229 threshold=0.062655000000000016 -0.10674499999999999 0.087740000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013837284400763079 -0.0002421648957488887 -3.8917304571432887e-05 -0.00057055780221716636 leaf_weight=69.262912799138576 3.0263350261375299 113.22131058084778 2.6962015419267118 leaf_count=366 48 1996 34 internal_value=0 2.84178e-05 -0.000404869 internal_weight=0 182.484 5.72254 internal_count=2444 2362 82 is_linear=0 shrinkage=0.000355382 Tree=2496 num_leaves=4 num_cat=0 split_feature=15 1 52 split_gain=12.5866 11.978 8.09362 threshold=0.084050000000000014 0.11174500000000002 -0.27957499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023302052534255804 -0.00035479540103339701 0.00017934506122036298 4.6288728321734467e-05 leaf_weight=10.945317144272847 16.848142234492119 5.4710514433681956 157.53155545401387 leaf_count=255 824 27 1407 internal_value=0 -0.000223621 2.80003e-05 internal_weight=0 22.3192 168.477 internal_count=2513 851 1662 is_linear=0 shrinkage=0.000315569 Tree=2497 num_leaves=4 num_cat=0 split_feature=16 1 13 split_gain=8.4514 10.5152 9.23735 threshold=0.26538000000000006 1.0000000180025095e-35 0.11391500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011767587277612847 -0.00038250198086746336 9.4932614434985833e-05 0.00020042133681484476 leaf_weight=45.387779376702383 14.177172808558682 121.20605377806351 5.2201848579570642 leaf_count=1152 271 997 20 internal_value=0 3.69682e-05 -0.000225377 internal_weight=0 166.594 19.3974 internal_count=2440 2149 291 is_linear=0 shrinkage=0.000377134 Tree=2498 num_leaves=3 num_cat=0 split_feature=1374 1365 split_gain=7.74816 7.97915 threshold=-0.094929999999999987 0.084635000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0024818882550099574 0.00021552033594262173 -0.0027375004992502851 leaf_weight=5.1825678180903187 165.37891824776307 4.1679187151603392 leaf_count=44 2350 46 internal_value=0 0.000141168 internal_weight=0 169.547 internal_count=2440 2396 is_linear=0 shrinkage=0.00213524 Tree=2499 num_leaves=4 num_cat=0 split_feature=128 0 2 split_gain=8.17539 7.74135 1.70404 threshold=0.085185000000000025 -0.061889999999999994 0.113445 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9079027524304894e-05 -0.00047282320644903526 0.00012237006591583066 -1.9895628230298266e-05 leaf_weight=123.61817926401272 5.5867193448357275 56.892446695361286 1.3625473259016869 leaf_count=1857 167 439 18 internal_value=0 1.185e-05 -0.000385741 internal_weight=0 180.511 6.94927 internal_count=2481 2296 185 is_linear=0 shrinkage=0.000362489 Tree=2500 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=8.51369 9.1095 threshold=-0.51498499999999992 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036755006705945956 -5.8382314384581429e-05 9.8353989664714557e-05 leaf_weight=7.0647865561768404 90.583231612225063 89.264211572241038 leaf_count=190 1622 672 internal_value=0 1.94239e-05 internal_weight=0 179.847 internal_count=2484 2294 is_linear=0 shrinkage=0.000348413 Tree=2501 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=9.4053 9.88619 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003775281341822916 -0.00017243896387656297 3.9559493952074805e-05 leaf_weight=7.4538236083462825 29.562001692247577 146.15142942836974 leaf_count=228 653 1563 internal_value=0 3.80581e-06 internal_weight=0 175.713 internal_count=2444 2216 is_linear=0 shrinkage=0.000334884 Tree=2502 num_leaves=4 num_cat=0 split_feature=4 130 2 split_gain=8.77291 8.4366 3.57125 threshold=-0.49367499999999992 1.0000000180025095e-35 0.10607000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025922196195276156 0.00034356423472385866 -0.001984874787938083 0.00010113357289543264 leaf_weight=7.5103186909109336 165.34890309546608 7.6152691149618468 3.3548536598682404 leaf_count=85 2071 301 38 internal_value=0 0.00023983 -0.00176804 internal_weight=0 172.964 10.8652 internal_count=2495 2372 123 is_linear=0 shrinkage=0.00217794 Tree=2503 num_leaves=4 num_cat=0 split_feature=52 12 151 split_gain=12.1456 8.84533 3.92061 threshold=0.18897000000000003 0.083325000000000024 -0.06568499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000465101088244313 0.00037773952242785378 -0.00039212033353735743 -0.0021953749233861283 leaf_weight=95.797615849180147 2.3765974398702374 68.445546722155996 10.514219493838025 leaf_count=650 22 1514 251 internal_value=0 0.000107845 -0.00172182 internal_weight=0 164.243 12.8908 internal_count=2437 2164 273 is_linear=0 shrinkage=0.00182241 Tree=2504 num_leaves=4 num_cat=0 split_feature=13 1 3 split_gain=9.32754 13.4242 7.19174 threshold=-0.10939499999999998 1.0000000180025095e-35 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016090632280754138 -0.00023071730623403403 5.8981523647127961e-06 0.0002289188515031421 leaf_weight=7.2177156899124375 39.246253650053404 111.726577908732 26.796843349467963 leaf_count=55 1267 1007 189 internal_value=0 -5.57368e-05 0.000145943 internal_weight=0 150.973 34.0146 internal_count=2518 2274 244 is_linear=0 shrinkage=0.000348413 Tree=2505 num_leaves=4 num_cat=0 split_feature=159 0 15 split_gain=9.47405 9.80698 2.83817 threshold=-0.032739999999999991 -0.074309999999999973 -0.47612499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021795885631151072 -0.0002827712361027139 0.00089077656718156942 -0.0023125806797221217 leaf_weight=0.75469021499156852 100.69947263004724 65.047925984021276 10.965122010791672 leaf_count=7 1502 639 321 internal_value=0 0.000178081 -0.00200542 internal_weight=0 165.747 11.7198 internal_count=2469 2141 328 is_linear=0 shrinkage=0.00235748 Tree=2506 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=8.15468 8.06042 5.33985 threshold=-0.0068949999999999992 -0.24269999999999997 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020645909326705539 0.0015975579798554371 1.9279513985383937e-06 0.0015454332310497444 leaf_weight=12.619168009143321 16.552246919367462 151.93681269395165 2.2092480026185504 leaf_count=388 192 1876 11 internal_value=0 0.000159638 -0.00151919 internal_weight=0 168.489 14.8284 internal_count=2467 2068 399 is_linear=0 shrinkage=0.00217794 Tree=2507 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=7.81649 10.1461 3.38947 threshold=0.11588000000000001 -0.11437499999999999 0.14816000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052761712992461911 0.0005664299838741818 -0.00072646292263790898 0.0022582786799660529 leaf_weight=55.98101505311206 26.02285423129797 89.28295183298178 8.2991277836263162 leaf_count=318 247 1808 85 internal_value=0 -0.000243138 0.000981536 internal_weight=0 145.264 34.322 internal_count=2458 2126 332 is_linear=0 shrinkage=0.00231125 Tree=2508 num_leaves=4 num_cat=0 split_feature=3 1 12 split_gain=8.59846 13.9471 8.1634 threshold=-0.10072999999999999 0.088975000000000012 0.093375000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024181010894830683 -0.0001836594124750401 5.0728090123593964e-05 -6.02967599643161e-05 leaf_weight=32.384291362948716 50.595795136410743 87.109191680792719 17.25769058149308 leaf_count=184 1378 781 167 internal_value=0 -3.54702e-05 0.000136885 internal_weight=0 137.705 49.642 internal_count=2510 2159 351 is_linear=0 shrinkage=0.000355382 Tree=2509 num_leaves=3 num_cat=0 split_feature=1365 50 split_gain=7.62152 7.46044 threshold=0.088010000000000019 0.10114000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020811240243944317 -0.0033372554694892759 -0.0014176285637398053 leaf_weight=162.38638023624662 2.9158114744350305 13.864516379078848 leaf_count=2146 26 299 internal_value=0 7.94071e-05 internal_weight=0 176.251 internal_count=2471 2445 is_linear=0 shrinkage=0.00213524 Tree=2510 num_leaves=4 num_cat=0 split_feature=133 11 15 split_gain=7.28364 7.37387 0.776015 threshold=0.14391000000000001 0.088215000000000002 -0.14015999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026126867980331319 8.3843496423925543e-05 -0.001285830448076653 -0.0020955317161734416 leaf_weight=162.71226639975794 0.61783708445727814 11.279159705154596 5.5390539483632883 leaf_count=2112 15 96 229 internal_value=0 0.000160214 -0.00187924 internal_weight=0 173.991 6.15689 internal_count=2452 2208 244 is_linear=0 shrinkage=0.00185885 Tree=2511 num_leaves=4 num_cat=0 split_feature=14 0 160 split_gain=8.54702 8.86942 0.473991 threshold=0.076175000000000007 -0.10674499999999999 -0.007559999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8260940798695483e-05 -0.00050474552849637407 -4.6234545722086652e-05 -0.00028525695587501169 leaf_weight=68.420402397401631 2.4680677801370621 110.42309054010548 2.684320413041859 leaf_count=365 33 2001 44 internal_value=0 9.07218e-06 -0.000398894 internal_weight=0 178.843 5.15239 internal_count=2443 2366 77 is_linear=0 shrinkage=0.000315569 Tree=2512 num_leaves=4 num_cat=0 split_feature=1 47 43 split_gain=9.36241 8.94211 7.69549 threshold=1.0000000180025095e-35 0.086380000000000012 -0.51412499999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017487651071423954 0.0006262398420729268 -0.00057814268353139318 -0.00093893324211781449 leaf_weight=4.4862834010273209 101.38803028734401 31.316029802430421 42.730111513868906 leaf_count=22 960 236 1246 internal_value=0 0.000341777 -0.000680028 internal_weight=0 132.704 47.2164 internal_count=2464 1196 1268 is_linear=0 shrinkage=0.00197263 Tree=2513 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=8.20102 9.80292 8.68817 threshold=0.084045000000000022 0.095135000000000011 0.12796000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00086381704004047551 -0.00071990073775276859 -0.00050647737927732089 0.0018337562841593135 leaf_weight=69.932942554238252 66.881412998423912 33.885951136238873 6.2889528395608059 leaf_count=568 1618 247 53 internal_value=0 0.000416496 -0.000497949 internal_weight=0 103.819 73.1704 internal_count=2486 815 1671 is_linear=0 shrinkage=0.00209337 Tree=2514 num_leaves=4 num_cat=0 split_feature=1 1429 48 split_gain=10.2581 10.7434 7.69742 threshold=0.10423500000000001 0.084690000000000015 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011993700906279458 0.00016101472236824225 0.00022463817322667816 -0.00017363927813770423 leaf_weight=99.946110660210252 55.747131622862071 14.010210651671512 11.200021855533121 leaf_count=1758 489 143 59 internal_value=0 -7.73947e-05 0.000104832 internal_weight=0 113.956 66.9472 internal_count=2449 1901 548 is_linear=0 shrinkage=0.000369739 Tree=2515 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=8.24531 18.0482 8.88629 threshold=-0.074434999999999987 -0.10298499999999998 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3948094972678099e-05 -0.00017550458976949549 -0.00025217250781747372 0.00013518354497575887 leaf_weight=77.213025465141982 12.220367250964044 36.243671474512666 63.610744471428916 leaf_count=487 123 1262 629 internal_value=0 -5.76115e-05 8.49305e-05 internal_weight=0 113.457 75.8311 internal_count=2501 1749 752 is_linear=0 shrinkage=0.000334884 Tree=2516 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=7.07102 7.47276 threshold=-0.52082499999999987 0.51087000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0031316566956127515 -3.3047139297641615e-05 0.0022165357129094111 leaf_weight=3.1167572322301558 167.54617795720696 6.9021707894280544 leaf_count=42 2314 116 internal_value=0 5.73238e-05 internal_weight=0 174.448 internal_count=2472 2430 is_linear=0 shrinkage=0.00213524 Tree=2517 num_leaves=4 num_cat=0 split_feature=1456 1212 3 split_gain=8.32992 7.68311 2.65924 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15249499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020684237192335935 -0.00035908595150802849 4.645375913776318e-05 -0.00036679359742881743 leaf_weight=0.91451287921518076 5.0716521043796083 177.36748954537325 7.2935475594131258 leaf_count=5 180 2076 228 internal_value=0 3.49668e-05 -0.000300958 internal_weight=0 182.439 8.20806 internal_count=2489 2256 233 is_linear=0 shrinkage=0.000328318 Tree=2518 num_leaves=4 num_cat=0 split_feature=41 484 2 split_gain=8.665 8.58852 1.07109 threshold=0.083035000000000012 -0.0068949999999999992 0.10731 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021873993795949696 -0.00041271704058174326 3.9356525007894405e-05 -0.00018035043251516075 leaf_weight=15.787528384011237 5.1837284481152874 159.55268695787527 4.3502869717776775 leaf_count=406 56 2013 34 internal_value=0 1.59929e-05 -0.000310014 internal_weight=0 175.34 9.53402 internal_count=2509 2419 90 is_linear=0 shrinkage=0.000334884 Tree=2519 num_leaves=4 num_cat=0 split_feature=52 1213 4 split_gain=10.6619 7.96918 4.15202 threshold=-0.24526499999999998 -1.0000000180025095e-35 0.10583000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025896114426368481 -0.0017396572691246142 0.00028478205412832462 0.0013325910814879333 leaf_weight=10.731879035127347 11.044707730412481 150.61501573654823 1.5923515744507302 leaf_count=284 365 1789 7 internal_value=0 0.000145363 -0.00207541 internal_weight=0 161.66 12.3242 internal_count=2445 2154 291 is_linear=0 shrinkage=0.00231125 Tree=2520 num_leaves=3 num_cat=0 split_feature=160 0 split_gain=8.77518 7.64463 threshold=-0.40446999999999994 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041908119178932321 0.00011053685448715567 -4.068526810607559e-05 leaf_weight=6.0522464946843675 73.802597465924919 108.16445864923298 leaf_count=184 429 1840 internal_value=0 2.0678e-05 internal_weight=0 181.967 internal_count=2453 2269 is_linear=0 shrinkage=0.000362489 Tree=2521 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=9.53017 11.1021 6.94951 threshold=0.0095750000000000019 0.11951500000000001 0.092655000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2443568291357903e-06 -9.6020878276360485e-05 -0.0003945996292772271 0.00029297632979820049 leaf_weight=143.37091465725098 8.5883368006907421 10.893579135183243 22.777247427031398 leaf_count=2132 48 72 214 internal_value=0 -3.67232e-05 0.000186501 internal_weight=0 154.264 31.3656 internal_count=2466 2204 262 is_linear=0 shrinkage=0.000369739 Tree=2522 num_leaves=4 num_cat=0 split_feature=52 1374 3 split_gain=8.98351 7.81363 4.64576 threshold=-0.24861499999999997 -0.094929999999999987 -0.24213499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020760012767013837 -0.0025206708140126251 0.00015211978468094409 -0.0020586820893118279 leaf_weight=1.0786098595708598 4.2632964290678492 156.33072152454406 11.032632572692817 leaf_count=9 42 2147 264 internal_value=0 7.94583e-05 -0.00167481 internal_weight=0 160.594 12.1112 internal_count=2462 2189 273 is_linear=0 shrinkage=0.00197263 Tree=2523 num_leaves=4 num_cat=0 split_feature=52 14 42 split_gain=8.07251 7.53107 5.22459 threshold=-0.24526499999999998 0.076175000000000007 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002287094345998145 0.00016311134286444348 -0.0027615718401087321 0.0011665792219299922 leaf_weight=10.131786463200113 165.59909620881081 3.8383933156728736 2.2884060267824671 leaf_count=255 2136 61 26 internal_value=0 9.50764e-05 -0.00164602 internal_weight=0 169.437 12.4202 internal_count=2478 2197 281 is_linear=0 shrinkage=0.00209337 Tree=2524 num_leaves=4 num_cat=0 split_feature=1 42 4 split_gain=10.6864 11.5543 8.42117 threshold=0.093260000000000023 0.082115000000000007 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7418795938904461e-05 -0.00015404151535332433 -0.00028705492737578578 0.00012037215642445135 leaf_weight=63.163534570136108 17.348024057224393 29.319277701200917 73.993741650599986 leaf_count=806 219 905 540 internal_value=0 -0.000103144 6.81295e-05 internal_weight=0 92.4828 91.3418 internal_count=2470 1711 759 is_linear=0 shrinkage=0.000355382 Tree=2525 num_leaves=4 num_cat=0 split_feature=1213 484 3 split_gain=8.89269 8.71109 4.20774 threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.13088999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018781359400943086 -0.00020604355805856149 5.6945611550112794e-05 -0.0003774444836727131 leaf_weight=1.7739889807999123 16.050556077505462 162.01483022677712 9.067362643661907 leaf_count=15 393 1682 381 internal_value=0 3.31256e-05 -0.000283976 internal_weight=0 178.065 10.8414 internal_count=2471 2075 396 is_linear=0 shrinkage=0.000341582 Tree=2526 num_leaves=4 num_cat=0 split_feature=3 12 0 split_gain=7.71928 7.97269 3.13052 threshold=0.18307500000000002 0.084045000000000022 -0.11749 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3829264473348479e-05 6.6660885741438259e-05 -0.00011145239761784013 0.00043809547045366675 leaf_weight=100.64832999045029 4.7078240644186735 72.989841587026604 5.5491079976782185 leaf_count=713 60 1648 58 internal_value=0 -2.72732e-05 0.000270172 internal_weight=0 173.638 10.2569 internal_count=2479 2361 118 is_linear=0 shrinkage=0.000334884 Tree=2527 num_leaves=4 num_cat=0 split_feature=457 484 15 split_gain=10.2658 8.0466 6.75997 threshold=0.069910000000000014 -1.0000000180025095e-35 -0.040504999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019569651697522207 0.0022176981649726498 -4.1234618094475781e-05 -8.79844955376055e-05 leaf_weight=13.927069373195989 18.428142338991169 130.79087332647759 12.171128212474285 leaf_count=389 96 1854 112 internal_value=0 -0.000226967 0.00130362 internal_weight=0 144.718 30.5993 internal_count=2451 2243 208 is_linear=0 shrinkage=0.00240463 Tree=2528 num_leaves=3 num_cat=0 split_feature=160 1213 split_gain=7.64573 7.97407 threshold=-0.40446999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0024034296041801819 -0.0015841368987682659 0.00029457863132449896 leaf_weight=5.5494237521197638 11.373648867825976 160.1179486264009 leaf_count=192 361 1873 internal_value=0 0.000169026 internal_weight=0 171.492 internal_count=2426 2234 is_linear=0 shrinkage=0.00217794 Tree=2529 num_leaves=4 num_cat=0 split_feature=41 1373 1 split_gain=7.49846 7.48814 0.899304 threshold=0.083035000000000012 0.099250000000000019 0.096630000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034839002991548742 -0.0032317816365163188 -0.0039708517235480254 -0.0013940790855126732 leaf_weight=163.54572601802647 4.3821019791066629 3.0092368777841321 4.2497379928827286 leaf_count=2340 51 20 31 internal_value=0 0.000267737 -0.00235646 internal_weight=0 166.555 8.63184 internal_count=2442 2360 82 is_linear=0 shrinkage=0.00276216 Tree=2530 num_leaves=4 num_cat=0 split_feature=16 0 16 split_gain=9.71648 9.64717 4.94655 threshold=0.26746000000000009 -0.0029549999999999997 0.68085000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1923704231046418e-06 -0.00030162037255449523 0.00022162888468365291 0.00022557708584139386 leaf_weight=138.25302422954701 15.773193618631923 28.326902153436095 2.4171436745673409 leaf_count=1968 260 173 24 internal_value=0 3.68218e-05 -0.000230615 internal_weight=0 166.58 18.1903 internal_count=2425 2141 284 is_linear=0 shrinkage=0.000348413 Tree=2531 num_leaves=4 num_cat=0 split_feature=50 15 40 split_gain=8.14178 9.76588 5.16714 threshold=0.10647500000000001 -0.25061999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020662403004024655 0.0015436116863408798 9.7746454177123423e-05 -0.0022394110637678189 leaf_weight=14.026688418816773 2.1537163285538545 152.81583084713202 10.716001509688793 leaf_count=180 19 2047 239 internal_value=0 0.000264515 -0.00159848 internal_weight=0 166.843 12.8697 internal_count=2485 2227 258 is_linear=0 shrinkage=0.00226593 Tree=2532 num_leaves=3 num_cat=0 split_feature=1365 12 split_gain=8.548 8.79016 threshold=0.084635000000000016 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.723885069203112e-05 -0.0004583398126722782 -5.4532782757979228e-05 leaf_weight=106.94596581626683 4.3128509628586462 81.55984482949134 leaf_count=810 46 1661 internal_value=0 3.15792e-05 internal_weight=0 188.506 internal_count=2517 2471 is_linear=0 shrinkage=0.000348413 Tree=2533 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=7.67438 8.11397 threshold=0.084835000000000008 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012185511025132477 -0.002650709971008572 -0.00013661606288261355 leaf_weight=16.869554626289755 3.7481300074141464 151.048382780049 leaf_count=176 43 2277 internal_value=0 2.49483e-07 internal_weight=0 167.918 internal_count=2496 2453 is_linear=0 shrinkage=0.00185885 Tree=2534 num_leaves=4 num_cat=0 split_feature=2 43 4 split_gain=7.4175 9.38312 8.01632 threshold=0.08894500000000001 -0.59596999999999989 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.008748272849010634 -0.0020017447915586261 -0.000691168096719816 0.00064448159899851802 leaf_weight=0.55424371734261413 7.5944987181574097 65.826493677683175 102.55774548370391 leaf_count=3 83 1253 1114 internal_value=0 -0.000597755 0.000460189 internal_weight=0 66.3807 110.152 internal_count=2453 1256 1197 is_linear=0 shrinkage=0.00250177 Tree=2535 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=10.544 8.69455 4.07214 threshold=-0.0068949999999999992 0.084050000000000014 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033457004703374568 4.6166160181905871e-05 -0.0001793100994215072 0.00013402534100945759 leaf_weight=13.123107768478802 148.61480621341616 20.931863084668294 2.2919603437185279 leaf_count=405 1325 756 14 internal_value=0 1.82294e-05 -0.000264434 internal_weight=0 169.547 15.4151 internal_count=2500 2081 419 is_linear=0 shrinkage=0.000328318 Tree=2536 num_leaves=4 num_cat=0 split_feature=457 3 1 split_gain=9.31658 9.29139 7.75655 threshold=0.080930000000000016 0.18307500000000002 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5412587693605374e-05 -7.7890522481117332e-05 0.00032087280651958504 0.00032128637216654324 leaf_weight=146.58415638329461 9.883962335996328 10.447348563931881 22.714102051220834 leaf_count=2200 85 107 124 internal_value=0 -2.08323e-05 0.000200401 internal_weight=0 157.032 32.5981 internal_count=2516 2307 209 is_linear=0 shrinkage=0.000377134 Tree=2537 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=8.56569 19.7159 15.7214 threshold=-0.10674499999999999 -0.069484999999999977 -0.014034999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6020954616436049e-05 -0.0002473557774209013 5.5136208218004587e-05 0.00035251435500561345 leaf_weight=50.067513305693865 44.341324359644204 63.471516557969153 19.416776383761317 leaf_count=333 1423 585 89 internal_value=0 -6.94004e-05 8.73645e-05 internal_weight=0 107.813 69.4843 internal_count=2430 2008 422 is_linear=0 shrinkage=0.000348413 Tree=2538 num_leaves=4 num_cat=0 split_feature=13 132 0 split_gain=11.016 9.96244 1.43475 threshold=-0.23438999999999996 0.081465000000000024 -0.029849999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034660532678049767 -8.2880553258331136e-05 0.00019096102551692087 0.00010328014254771255 leaf_weight=10.971608309075235 145.15982745750807 20.649378574918956 4.9023981411010018 leaf_count=101 2074 228 24 internal_value=0 -4.86713e-05 0.000272708 internal_weight=0 165.809 15.874 internal_count=2427 2302 125 is_linear=0 shrinkage=0.000369739 Tree=2539 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=8.70045 17.7649 10.6419 threshold=0.094695000000000015 -0.060094999999999989 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017426995652150611 -0.00023967574311118114 0.00013108800789401071 0.00011684767412183169 leaf_weight=62.377057345816866 10.529429186135529 32.369558808393776 80.044677114579827 leaf_count=1526 111 193 630 internal_value=0 -6.99148e-05 7.51563e-05 internal_weight=0 94.7466 90.5741 internal_count=2460 1719 741 is_linear=0 shrinkage=0.000334884 Tree=2540 num_leaves=3 num_cat=0 split_feature=38 12 split_gain=8.152 9.58528 threshold=0.10208000000000002 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00056702035525791391 -0.0039219204948483218 -0.00067706341996989674 leaf_weight=101.33996644918807 3.456462529487907 71.433963607414626 leaf_count=790 34 1633 internal_value=0 5.25444e-05 internal_weight=0 172.774 internal_count=2457 2423 is_linear=0 shrinkage=0.00260285 Tree=2541 num_leaves=4 num_cat=0 split_feature=1213 475 51 split_gain=10.4773 9.26214 2.50951 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=0.00067020199691472269 -0.0022997463119429737 0.00031246756614235557 -0.0028582639054114071 leaf_weight=1.360888537717982 8.5022149623837304 156.8919200488599 8.7540929355891404 leaf_count=14 165 1915 383 internal_value=0 0.00017672 -0.0023814 internal_weight=0 165.394 10.115 internal_count=2477 2080 397 is_linear=0 shrinkage=0.00245272 Tree=2542 num_leaves=4 num_cat=0 split_feature=42 472 133 split_gain=7.57933 7.66221 3.07897 threshold=-0.094924999999999995 -1.0000000180025095e-35 -0.083124999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.1822412169658649e-05 -0.00040956959518134207 3.876877810977648e-05 -0.00038896448065587209 leaf_weight=2.1599332354962817 5.0506709597539148 168.36760812776629 8.3393108263844606 leaf_count=34 122 2127 162 internal_value=0 2.54554e-05 -0.00029013 internal_weight=0 173.418 10.4992 internal_count=2445 2249 196 is_linear=0 shrinkage=0.000362489 Tree=2543 num_leaves=4 num_cat=0 split_feature=14 13 14 split_gain=7.8928 8.91206 1.00587 threshold=0.062655000000000016 -0.16901999999999998 0.087740000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024624614718267809 -0.00023637200757529569 -9.9757687662307401e-06 -0.00053812256438023833 leaf_weight=18.29580346820876 3.0330105265602461 157.21919046156108 2.8464383818209171 leaf_count=143 48 2211 39 internal_value=0 1.68729e-05 -0.000389786 internal_weight=0 175.515 5.87945 internal_count=2441 2354 87 is_linear=0 shrinkage=0.000348413 Tree=2544 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=10.2558 12.3952 9.9094 threshold=1.0000000180025095e-35 -0.10072999999999999 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0713107235300296e-05 -0.00025520709480702261 -0.00011859212231415639 0.0002776844139672743 leaf_weight=49.657574892044067 4.2534307613968876 111.86656382284127 17.205897132866085 leaf_count=350 26 1924 189 internal_value=0 -6.03851e-05 0.000171284 internal_weight=0 161.524 21.4593 internal_count=2489 2274 215 is_linear=0 shrinkage=0.000315569 Tree=2545 num_leaves=4 num_cat=0 split_feature=133 453 13 split_gain=8.147 8.51423 0.40355 threshold=-0.39935999999999994 0.10071000000000001 -0.14863499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0049623233397076763 0.00013688863401928496 -0.0041515437091419714 -0.0028187576930281755 leaf_weight=1.0225586853921411 170.38193006184883 3.0833330843597642 3.6150465779937795 leaf_count=7 2292 17 134 internal_value=0 5.80332e-05 -0.00339724 internal_weight=0 173.465 4.63761 internal_count=2450 2309 141 is_linear=0 shrinkage=0.00260285 Tree=2546 num_leaves=4 num_cat=0 split_feature=124 3 0 split_gain=9.02498 9.20013 5.18481 threshold=-0.043384999999999993 -0.10115999999999999 -0.076539999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2487438574261233e-05 8.6124954306630088e-05 -8.7085031840293732e-05 0.00035397392428436974 leaf_weight=12.970814206171783 46.435631001833826 113.98339455632959 10.300909726880489 leaf_count=112 339 1959 99 internal_value=0 -3.69218e-05 0.000181397 internal_weight=0 160.419 23.2717 internal_count=2509 2298 211 is_linear=0 shrinkage=0.000328318 Tree=2547 num_leaves=4 num_cat=0 split_feature=42 160 1 split_gain=8.76514 10.0147 8.1252 threshold=-1.0000000180025095e-35 -0.090969999999999981 0.10790500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030393042188066061 -0.00025179514749662431 4.5197528701382039e-05 7.5735619719524442e-05 leaf_weight=20.789541820529852 14.564766584662719 135.97297487675678 9.5408437605947238 leaf_count=624 307 1460 59 internal_value=0 1.62972e-05 -0.000184662 internal_weight=0 150.538 30.3304 internal_count=2450 1767 683 is_linear=0 shrinkage=0.000341582 Tree=2548 num_leaves=4 num_cat=0 split_feature=0 43 1 split_gain=10.2925 12.8183 12.4143 threshold=-0.060129999999999996 -0.074459999999999985 0.093575000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095195021704752732 0.0018378180329465745 -5.3360035523486548e-05 0.0003249880486813116 leaf_weight=57.404669404611923 23.520366942510009 34.011739136185497 61.008609222248197 leaf_count=1520 161 303 497 internal_value=0 0.000721862 -0.000294364 internal_weight=0 57.5321 118.413 internal_count=2481 464 2017 is_linear=0 shrinkage=0.00197263 Tree=2549 num_leaves=4 num_cat=0 split_feature=52 1213 133 split_gain=8.64366 8.25576 4.6243 threshold=-0.29521499999999995 -1.0000000180025095e-35 -0.40967499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027342607927994295 -0.001857342312027551 0.00038763575396177897 -0.0025455564228206054 leaf_weight=1.0200331725645799 10.387071604258379 160.74398751056287 9.6248411848209781 leaf_count=9 384 1846 261 internal_value=0 0.000250248 -0.00201643 internal_weight=0 171.131 10.6449 internal_count=2500 2230 270 is_linear=0 shrinkage=0.00245272 Tree=2550 num_leaves=4 num_cat=0 split_feature=1429 133 157 split_gain=7.82076 7.46262 0.461646 threshold=-1.0000000180025095e-35 0.14391000000000001 -0.08427999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014865946735138087 0.00025267154656763284 -0.0021820032340696158 -0.0030942090471115756 leaf_weight=1.6450939179630948 166.91391011688393 6.341639283928088 3.4007523909676811 leaf_count=42 2060 250 77 internal_value=0 0.000162204 -0.00261373 internal_weight=0 173.256 5.04585 internal_count=2429 2310 119 is_linear=0 shrinkage=0.0022215 Tree=2551 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=8.71085 9.29806 5.38354 threshold=0.11570500000000002 -0.12676999999999997 -0.06421499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6758645932648283e-05 0.00027214946957315376 -9.8778884306068037e-05 6.3446886618187419e-06 leaf_weight=52.231351885944605 18.523731095250696 95.662802965962328 15.792437461204825 leaf_count=281 187 1868 134 internal_value=0 -3.67736e-05 0.000150244 internal_weight=0 147.894 34.3162 internal_count=2470 2149 321 is_linear=0 shrinkage=0.000334884 Tree=2552 num_leaves=4 num_cat=0 split_feature=52 16 151 split_gain=9.66776 10.1281 4.14569 threshold=0.18897000000000003 0.24923500000000004 -0.077429999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003442262098835354 0.00095829005893924475 -0.0016912099431288998 -0.0028108982805220037 leaf_weight=146.80980549613014 2.3350943280383936 18.554571579792537 11.25090013083536 leaf_count=1879 22 333 262 internal_value=0 0.000114852 -0.00216053 internal_weight=0 165.364 13.586 internal_count=2496 2212 284 is_linear=0 shrinkage=0.00260285 Tree=2553 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=8.05568 7.39198 threshold=-1.0000000180025095e-35 -0.097754999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037789325556230393 8.3913362569914258e-05 -6.503638186339612e-05 leaf_weight=5.4473094488494089 49.728368687443435 128.46133440197445 leaf_count=71 358 2045 internal_value=0 -2.34416e-05 internal_weight=0 178.19 internal_count=2474 2403 is_linear=0 shrinkage=0.000328318 Tree=2554 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=9.30568 20.9015 11.9461 threshold=-0.10674499999999999 -0.075969999999999996 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013391022750945103 -0.00028564674996430948 4.8754628152951103e-05 0.00019902942454600627 leaf_weight=20.753306302707642 39.453100110520609 72.074772190768272 50.135593854356557 leaf_count=159 1255 788 279 internal_value=0 -6.9708e-05 0.000101501 internal_weight=0 111.528 70.8889 internal_count=2481 2043 438 is_linear=0 shrinkage=0.000369739 Tree=2555 num_leaves=3 num_cat=0 split_feature=1456 133 split_gain=10.0717 8.68889 threshold=-1.0000000180025095e-35 0.10637000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0024664625927070666 0.00034468533011735452 -0.0018709875778071029 leaf_weight=7.0369656772818407 161.45104838861153 9.123221137095241 leaf_count=222 1919 321 internal_value=0 0.00022503 internal_weight=0 170.574 internal_count=2462 2240 is_linear=0 shrinkage=0.0022215 Tree=2556 num_leaves=4 num_cat=0 split_feature=376 4 1 split_gain=10.4439 8.75939 1.27237 threshold=0.048375000000000008 -0.49367499999999992 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033293399550600342 0.00012338630999149524 -4.7382519650241694e-06 0.00033522094667198842 leaf_weight=9.9814727082848531 5.0884151309728614 158.37553253793158 10.455941950902341 leaf_count=119 16 2262 114 internal_value=0 -2.44045e-05 0.000267256 internal_weight=0 168.357 15.5444 internal_count=2511 2381 130 is_linear=0 shrinkage=0.000341582 Tree=2557 num_leaves=3 num_cat=0 split_feature=1456 1 split_gain=10.2333 7.04242 threshold=-1.0000000180025095e-35 0.11588000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0027594624701848553 -0.00014264185360066405 0.0011422507824079533 leaf_weight=7.7880887993378556 137.84935924550518 31.414553382433951 leaf_count=229 1914 310 internal_value=0 9.64254e-05 internal_weight=0 169.264 internal_count=2453 2224 is_linear=0 shrinkage=0.00245272 Tree=2558 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=8.02519 11.6476 threshold=-0.52082499999999987 0.30163500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0032178776336615027 -0.00012188612653847259 0.0013343183806188432 leaf_weight=2.8858754164539269 143.88046925480012 26.187709911726415 leaf_count=32 2160 250 internal_value=0 0.000103076 internal_weight=0 170.068 internal_count=2442 2410 is_linear=0 shrinkage=0.00201208 Tree=2559 num_leaves=4 num_cat=0 split_feature=130 457 43 split_gain=9.16968 8.18246 0.819998 threshold=1.0000000180025095e-35 -0.0046349999999999994 -0.16648499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015032892311498923 -0.0012627394750813006 0.00026634175470384788 -0.0028963567894084797 leaf_weight=15.921377454651518 2.7924971184693277 153.93820036621764 5.7626743690343556 leaf_count=194 52 1968 264 internal_value=0 9.95886e-05 -0.00238633 internal_weight=0 169.86 8.55517 internal_count=2478 2162 316 is_linear=0 shrinkage=0.00235748 Tree=2560 num_leaves=4 num_cat=0 split_feature=14 48 16 split_gain=7.09365 7.17255 0.784769 threshold=0.076175000000000007 -0.024949999999999996 -0.080954999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013278401237969395 -0.0015458733724827861 -0.00010414578970671665 -0.0034053392425211016 leaf_weight=18.477762612514198 2.3549857018515468 154.26479594758712 2.5745416264981023 leaf_count=131 37 2272 40 internal_value=0 4.97904e-05 -0.00257108 internal_weight=0 172.743 4.92953 internal_count=2480 2403 77 is_linear=0 shrinkage=0.00217794 Tree=2561 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=10.9765 12.356 9.91369 threshold=0.094405000000000003 -0.12118 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001196146574084708 -0.00023745114698415357 -0.00014044391252614129 0.00010907043634332638 leaf_weight=23.944008257240057 9.028827282600103 74.714582574088126 82.172912293579429 leaf_count=135 104 1636 642 internal_value=0 -7.72648e-05 7.45163e-05 internal_weight=0 98.6586 91.2017 internal_count=2517 1771 746 is_linear=0 shrinkage=0.000315569 Tree=2562 num_leaves=4 num_cat=0 split_feature=15 48 4 split_gain=8.35711 8.88369 6.43784 threshold=0.084050000000000014 0.12879500000000002 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3205019790023024e-05 -0.00026329432501525019 -0.00033354825686121153 0.0003074081380697059 leaf_weight=146.11231222632341 18.612530457088727 7.1634886879473916 2.5349511411041012 leaf_count=1536 840 52 11 internal_value=0 3.48995e-05 -0.000193625 internal_weight=0 153.276 21.1475 internal_count=2439 1588 851 is_linear=0 shrinkage=0.000341582 Tree=2563 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=8.87694 13.9306 9.12219 threshold=0.077845000000000011 0.11439500000000001 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001770068206212485 -0.00022368174179765527 0.00040739434270836673 9.3641822653586548e-05 leaf_weight=45.14542413118761 12.53024568967521 5.706416279077529 120.85984434979036 leaf_count=1267 143 15 1036 internal_value=0 -0.000110676 6.36708e-05 internal_weight=0 50.8518 133.39 internal_count=2461 1282 1179 is_linear=0 shrinkage=0.000355382 Tree=2564 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=9.94644 12.3225 9.64451 threshold=0.08894500000000001 -0.070104999999999987 0.088215000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012796036513642421 0.00041682484477967296 0.00055356052717591222 -0.0020993246895327695 leaf_weight=47.010625687311403 105.36182248219848 21.59606851497665 6.4398677977733305 leaf_count=1080 1133 202 70 internal_value=0 -0.000702597 0.000269937 internal_weight=0 68.6067 111.802 internal_count=2485 1282 1203 is_linear=0 shrinkage=0.00201208 Tree=2565 num_leaves=3 num_cat=0 split_feature=44 42 split_gain=8.7354 9.23827 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00080678351877905134 -0.0024757841426225041 0.00058332581680603079 leaf_weight=29.477519536041655 5.706569515168666 144.14922424824908 leaf_count=688 44 1734 internal_value=0 0.000346952 internal_weight=0 173.627 internal_count=2466 2422 is_linear=0 shrinkage=0.00226593 Tree=2566 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=8.46998 16.0982 8.01537 threshold=-0.12077499999999998 -0.049374999999999995 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025063687549904825 -0.00020322304995939796 4.4048390888648749e-05 -6.1042927700674448e-05 leaf_weight=26.388701640069485 45.954022454214282 92.126922139897943 15.061520765535532 leaf_count=134 1550 648 128 internal_value=0 -3.83428e-05 0.000137524 internal_weight=0 138.081 41.4502 internal_count=2460 2198 262 is_linear=0 shrinkage=0.000341582 Tree=2567 num_leaves=4 num_cat=0 split_feature=1 158 47 split_gain=9.50604 9.27995 5.8045 threshold=0.10384000000000002 0.084765000000000021 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.183838126795927e-05 0.00017130492791691025 -0.0004069881698352155 -5.2500661026601494e-05 leaf_weight=104.28381293953862 45.627317615784705 9.9168002874357608 22.761000306345522 leaf_count=1698 411 193 149 internal_value=0 -7.39144e-05 9.68539e-05 internal_weight=0 114.201 68.3883 internal_count=2451 1891 560 is_linear=0 shrinkage=0.000362489 Tree=2568 num_leaves=4 num_cat=0 split_feature=3 11 3 split_gain=8.21567 12.0084 11.8034 threshold=-0.10072999999999999 0.081365000000000007 -0.049374999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015784420405520274 -0.0013664964719676646 -0.00090367312343594248 0.00019961723862666812 leaf_weight=37.132915711496025 37.284658805583604 15.190236554481087 93.829877221956849 leaf_count=226 1481 131 671 internal_value=0 0.000857454 -0.00024652 internal_weight=0 52.3232 131.115 internal_count=2509 357 2152 is_linear=0 shrinkage=0.00235748 Tree=2569 num_leaves=4 num_cat=0 split_feature=39 133 133 split_gain=11.1387 9.90531 5.83713 threshold=0.0095750000000000019 0.084065000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5609210979568948e-06 -0.00017315967741165402 -0.00027375215498210304 0.00023951543760908779 leaf_weight=130.85422020964324 4.7965081231668583 19.729019844555296 28.132820720318705 leaf_count=1542 40 686 240 internal_value=0 -4.43522e-05 0.000179022 internal_weight=0 150.583 32.9293 internal_count=2508 2228 280 is_linear=0 shrinkage=0.000348413 Tree=2570 num_leaves=4 num_cat=0 split_feature=0 1 52 split_gain=9.35724 19.4753 12.4792 threshold=-0.061889999999999994 1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026636391972803644 -0.00033645715824471087 3.1585129831983838e-05 0.00016911354620165639 leaf_weight=27.758201550459489 5.2682539066299787 101.00346346152946 51.062659649644047 leaf_count=1152 110 887 334 internal_value=0 -3.28218e-05 0.000121257 internal_weight=0 128.762 56.3309 internal_count=2483 2039 444 is_linear=0 shrinkage=0.000315569 Tree=2571 num_leaves=4 num_cat=0 split_feature=42 124 1 split_gain=8.21196 9.2231 8.36396 threshold=-1.0000000180025095e-35 -0.027784999999999997 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025678718908883342 0.0025473973773251649 3.6079437675981183e-05 0.00087947507399767605 leaf_weight=18.76908172888216 13.769532971084116 132.5570304216817 8.8279298692941648 leaf_count=632 155 1637 55 internal_value=0 0.000274165 -0.00146601 internal_weight=0 146.327 27.597 internal_count=2479 1792 687 is_linear=0 shrinkage=0.00293123 Tree=2572 num_leaves=4 num_cat=0 split_feature=1 47 4 split_gain=8.93364 10.523 8.55097 threshold=0.10114000000000002 0.086785000000000015 -0.10092 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045348302907488927 0.001188135539884226 -0.00076884632033339566 -0.00097247627563274602 leaf_weight=32.569364660885185 45.126422069966793 21.634983397088945 71.903463977156207 leaf_count=206 436 154 1652 internal_value=0 0.000553722 -0.000527924 internal_weight=0 66.7614 104.473 internal_count=2448 590 1858 is_linear=0 shrinkage=0.00231125 Tree=2573 num_leaves=4 num_cat=0 split_feature=13 1 41 split_gain=9.70862 9.29884 5.04378 threshold=-0.10939499999999998 0.094435000000000005 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029699195795492353 -0.00012037483660971214 6.3874779268871361e-05 -2.6098166663899769e-05 leaf_weight=21.383172708097849 75.81650883180555 73.782903413753957 9.5111192753538472 leaf_count=157 1588 603 66 internal_value=0 -2.95225e-05 0.00019779 internal_weight=0 149.599 30.8943 internal_count=2414 2191 223 is_linear=0 shrinkage=0.000369739 Tree=2574 num_leaves=3 num_cat=0 split_feature=1456 155 split_gain=8.92271 6.87752 threshold=-1.0000000180025095e-35 0.083440000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0022299527127015114 0.00016196186427555113 -0.0018199131001404639 leaf_weight=6.9837790618184945 159.27273108437657 7.3069413104094556 leaf_count=229 2053 167 internal_value=0 7.38638e-05 internal_weight=0 166.58 internal_count=2449 2220 is_linear=0 shrinkage=0.00201208 Tree=2575 num_leaves=4 num_cat=0 split_feature=41 0 2 split_gain=7.04607 7.38434 1.22805 threshold=0.083035000000000012 -0.10674499999999999 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6528767679691403e-05 -0.00038199103815944054 -3.6773806370891936e-05 -0.00014362843238668912 leaf_weight=69.13305757753551 4.5727407122030836 102.74802032031585 4.3788933642208576 leaf_count=417 50 1969 34 internal_value=0 1.68704e-05 -0.000268605 internal_weight=0 171.881 8.95163 internal_count=2470 2386 84 is_linear=0 shrinkage=0.000315569 Tree=2576 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=10.7199 21.3623 14.8543 threshold=1.0000000180025095e-35 -0.14236999999999997 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016069665958759005 0.00011062526787111322 -0.00031588240583554905 -0.00016630640602173396 leaf_weight=17.807678874582052 101.73832903895527 31.430650517810136 30.462707169353962 leaf_count=57 956 1207 239 internal_value=0 -0.000143548 4.6726e-05 internal_weight=0 49.2383 132.201 internal_count=2459 1264 1195 is_linear=0 shrinkage=0.000348413 Tree=2577 num_leaves=4 num_cat=0 split_feature=484 133 150 split_gain=9.77837 9.21254 5.56239 threshold=-0.0068949999999999992 0.099280000000000021 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032188811630313888 6.0690767265622879e-05 -0.00024702739592485527 0.00019403827183209389 leaf_weight=12.7274818100268 158.40418859664351 11.120471764588727 2.6530235391110173 leaf_count=378 1696 310 13 internal_value=0 4.03554e-05 -0.000232135 internal_weight=0 169.525 15.3805 internal_count=2397 2006 391 is_linear=0 shrinkage=0.000328318 Tree=2578 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=7.85937 9.2744 threshold=-0.52082499999999987 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0038668003326169775 0.00081689740566287853 -0.00037280103135228364 leaf_weight=3.0662559168413273 68.305050013586879 102.27884955087211 leaf_count=40 424 1989 internal_value=0 0.0001038 internal_weight=0 170.584 internal_count=2453 2413 is_linear=0 shrinkage=0.00250177 Tree=2579 num_leaves=4 num_cat=0 split_feature=52 0 133 split_gain=8.6235 8.14126 3.2926 threshold=-0.24861499999999997 -0.061889999999999994 -0.14013999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017937722033157009 -3.4906051487696838e-05 0.0001247523196104577 -0.00036103386013907192 leaf_weight=1.3835427510784928 122.2727897206787 50.5267487722449 9.646720117190851 leaf_count=17 1848 339 246 internal_value=0 1.18288e-05 -0.000292128 internal_weight=0 172.8 11.0303 internal_count=2450 2187 263 is_linear=0 shrinkage=0.000334884 Tree=2580 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=8.83405 12.5687 10.4299 threshold=0.084045000000000022 0.10812000000000001 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024056424021204957 -0.00013071869013858852 0.00042662226549970407 -4.7995972517199018e-06 leaf_weight=37.85590660222806 70.938509616418742 6.1533167473971835 70.185605146223679 leaf_count=335 1642 19 488 internal_value=0 -8.56786e-05 8.13318e-05 internal_weight=0 77.0918 108.042 internal_count=2484 1661 823 is_linear=0 shrinkage=0.000377134 Tree=2581 num_leaves=4 num_cat=0 split_feature=14 0 16 split_gain=8.00191 7.87203 0.751012 threshold=0.076175000000000007 -0.10674499999999999 -0.034884999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083736751443746257 -0.001865229900539347 -0.00026731877096301571 -0.0038517854359124649 leaf_weight=62.604260634165257 2.7423529187217355 101.69416683760937 2.5431642993353298 leaf_count=357 46 2007 37 internal_value=0 0.000153894 -0.00288115 internal_weight=0 164.298 5.28552 internal_count=2447 2364 83 is_linear=0 shrinkage=0.00245272 Tree=2582 num_leaves=3 num_cat=0 split_feature=1456 1 split_gain=9.12654 7.25865 threshold=-1.0000000180025095e-35 0.10044000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037601635158448886 -4.0378190976487912e-05 9.7042174115253394e-05 leaf_weight=6.7982217371463767 104.51826446701307 73.201572793535888 leaf_count=212 1652 603 internal_value=0 1.62498e-05 internal_weight=0 177.72 internal_count=2467 2255 is_linear=0 shrinkage=0.000334884 Tree=2583 num_leaves=4 num_cat=0 split_feature=43 52 42 split_gain=10.8065 9.46539 0.630739 threshold=0.2506000000000001 -0.24861499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028613696662173251 -0.00024549540996438561 3.9103993933855266e-05 -0.00050899073293548722 leaf_weight=11.031814779504201 1.8468033365206791 165.39114679931663 4.3535762177780262 leaf_count=259 100 2042 46 internal_value=0 1.85979e-05 -0.000436254 internal_weight=0 176.423 6.20038 internal_count=2447 2301 146 is_linear=0 shrinkage=0.000341582 Tree=2584 num_leaves=4 num_cat=0 split_feature=3 484 0 split_gain=7.94014 7.62803 1.60889 threshold=0.18307500000000002 -0.0068949999999999992 -0.13972999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015776565506791912 0.00060409879674449825 0.00013656483591330493 0.0027810920514775603 leaf_weight=13.225694880122317 2.3026873688213527 160.20113146549556 5.8864542227238399 leaf_count=394 29 1993 76 internal_value=0 4.90312e-06 0.00218535 internal_weight=0 173.427 8.18914 internal_count=2492 2387 105 is_linear=0 shrinkage=0.00217794 Tree=2585 num_leaves=4 num_cat=0 split_feature=2 3 151 split_gain=10.4847 9.44743 7.64429 threshold=0.097995000000000013 -0.12077499999999998 -0.41249499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010773465076093281 -0.00042793194355859469 -0.00016695261178763444 9.6240561647356864e-05 leaf_weight=20.883218485862017 3.7353040147572747 76.293227116344497 74.158753693802282 leaf_count=137 23 1575 708 internal_value=0 -0.000107866 7.05264e-05 internal_weight=0 97.1764 77.8941 internal_count=2443 1712 731 is_linear=0 shrinkage=0.000362489 Tree=2586 num_leaves=4 num_cat=0 split_feature=52 0 3 split_gain=9.21463 10.6916 4.49917 threshold=-0.24861499999999997 -0.061889999999999994 -0.24509499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039251559821798575 -5.0430951525270933e-05 0.00014698369572728953 -0.00036686344945639142 leaf_weight=1.0269333608448494 126.41399123473093 50.297103274613619 12.298638753942212 leaf_count=4 1904 329 285 internal_value=0 5.81648e-06 -0.000305559 internal_weight=0 176.711 13.3256 internal_count=2522 2233 289 is_linear=0 shrinkage=0.000362489 Tree=2587 num_leaves=4 num_cat=0 split_feature=1 158 47 split_gain=9.30594 10.9588 6.28706 threshold=0.10423500000000001 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0257227610132509e-05 0.00017313632500938947 -0.00040246427547282972 -5.9346092990955116e-05 leaf_weight=103.29752769926563 46.40846138773486 10.951148287509566 21.404175443574786 leaf_count=1708 406 213 144 internal_value=0 -6.62937e-05 9.97794e-05 internal_weight=0 114.249 67.8126 internal_count=2471 1921 550 is_linear=0 shrinkage=0.000355382 Tree=2588 num_leaves=4 num_cat=0 split_feature=457 484 52 split_gain=9.19065 9.62532 5.58851 threshold=0.080930000000000016 -1.0000000180025095e-35 -0.085869999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029016278780461387 -0.00013535687040989365 1.8232517953451275e-06 0.0002430284419052822 leaf_weight=13.846622600452973 5.2304574241861728 136.22477296250872 24.889810455031693 leaf_count=383 48 1878 143 internal_value=0 -2.53136e-05 0.000177063 internal_weight=0 150.071 30.1203 internal_count=2452 2261 191 is_linear=0 shrinkage=0.000334884 Tree=2589 num_leaves=4 num_cat=0 split_feature=481 1365 39 split_gain=7.86759 7.87707 1.41446 threshold=-0.0079799999999999992 0.084635000000000016 0.085155000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024433366326522556 0.00013988382395975163 -0.0026931042228468295 2.1852469249257452e-05 leaf_weight=6.3295843083178616 161.69993814802729 4.1304601966403416 1.1540065505541859 leaf_count=259 2152 46 12 internal_value=0 6.7551e-05 -0.00206847 internal_weight=0 165.83 7.48359 internal_count=2469 2198 271 is_linear=0 shrinkage=0.00205233 Tree=2590 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=7.7971 9.43727 threshold=0.089960000000000026 0.10098000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031282706468546511 -0.0031334804288931139 0.00077203434957081696 leaf_weight=104.39974723989144 3.7680891267955294 67.823521585203707 leaf_count=1824 27 608 internal_value=0 0.000114628 internal_weight=0 172.223 internal_count=2459 2432 is_linear=0 shrinkage=0.00226593 Tree=2591 num_leaves=3 num_cat=0 split_feature=1365 403 split_gain=8.29612 6.78359 threshold=1.0000000180025095e-35 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0026002963941219657 -0.0038896652439123535 0.00018840048646778489 leaf_weight=6.8213606355711809 4.0076034986414006 165.78241427324247 leaf_count=292 49 2133 internal_value=0 7.6576e-05 internal_weight=0 172.604 internal_count=2474 2425 is_linear=0 shrinkage=0.00276216 Tree=2592 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=10.0074 13.0604 9.06663 threshold=1.0000000180025095e-35 -0.055219999999999998 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022867793161374184 -0.00078816215762932162 0.00060201740475221053 0.00090750705921211784 leaf_weight=26.291632213629782 31.754711435176432 21.729181327857077 98.226323384325951 leaf_count=1154 485 117 707 internal_value=0 -0.000981253 0.000492929 internal_weight=0 48.0208 129.981 internal_count=2463 1271 1192 is_linear=0 shrinkage=0.00276216 Tree=2593 num_leaves=4 num_cat=0 split_feature=1 42 159 split_gain=8.76429 9.05184 4.11945 threshold=0.12796000000000002 0.091315000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0141472096165551e-05 -0.00012548959837295682 -0.00021637612149118945 0.0002929792599297115 leaf_weight=135.83279376372229 3.3932452071458128 25.309575978317298 16.241266577970237 leaf_count=1766 18 488 196 internal_value=0 -2.55617e-05 0.000220358 internal_weight=0 161.142 19.6345 internal_count=2468 2254 214 is_linear=0 shrinkage=0.000348413 Tree=2594 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=7.66505 8.76907 6.79861 threshold=0.10423500000000001 1.0000000180025095e-35 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052519456070192899 0.0012615449857803331 0.0024286476278398547 -0.00046935076162293762 leaf_weight=109.72893625812139 42.16437846282497 6.2882005311548701 20.089893584139645 leaf_count=1921 391 22 147 internal_value=0 -0.000362907 0.000703133 internal_weight=0 116.017 62.2543 internal_count=2481 1943 538 is_linear=0 shrinkage=0.00245272 Tree=2595 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=9.69941 14.7974 10.2761 threshold=-0.061889999999999994 -0.10191999999999998 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.403432197768899e-05 0.00019206243399872713 -0.00022888289622442485 -0.00018643112026080129 leaf_weight=70.646144976373762 44.919052242301404 49.818033631774597 12.439634474925695 leaf_count=461 362 1531 99 internal_value=0 -7.48068e-05 0.000109774 internal_weight=0 120.464 57.3587 internal_count=2453 1992 461 is_linear=0 shrinkage=0.000369739 Tree=2596 num_leaves=4 num_cat=0 split_feature=50 47 123 split_gain=9.38133 10.8553 7.30792 threshold=0.085685000000000011 0.12431000000000002 0.083275000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0669211902116674e-05 -0.00031666615303228081 -0.0003583589358509521 0.00030404011100133811 leaf_weight=159.59152002620976 15.929931946913714 8.0986209998372924 2.7243422428145996 leaf_count=1960 441 52 19 internal_value=0 4.02066e-05 -0.000224743 internal_weight=0 167.69 18.6543 internal_count=2472 2012 460 is_linear=0 shrinkage=0.000355382 Tree=2597 num_leaves=4 num_cat=0 split_feature=43 13 133 split_gain=7.77624 9.59368 0.715896 threshold=0.2506000000000001 -0.10939499999999998 -0.40011499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014889238478921123 -0.0036853885577339922 -0.00021653720548483251 -0.0014334975635425535 leaf_weight=26.429955874802545 3.8685305654071271 141.24188158102334 1.5309278795029957 leaf_count=191 116 2117 31 internal_value=0 5.31072e-05 -0.003089 internal_weight=0 167.672 5.39946 internal_count=2455 2308 147 is_linear=0 shrinkage=0.00260285 Tree=2598 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=8.04214 10.5832 8.30615 threshold=0.10776500000000001 -0.13110499999999997 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012083568224463659 0.00022503153871051483 -9.9623631028038326e-05 -5.2931784401382103e-05 leaf_weight=37.944545524660498 36.444558493327349 86.459287173813209 20.238687640987337 leaf_count=215 295 1765 159 internal_value=0 -3.23329e-05 0.000125876 internal_weight=0 124.404 56.6832 internal_count=2434 1980 454 is_linear=0 shrinkage=0.000348413 Tree=2599 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=7.78128 16.644 8.47766 threshold=-0.13110499999999997 -0.074494999999999992 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010978069038220886 -0.001380526373732765 0.00035479719394262141 -0.0013200928064100992 leaf_weight=44.854076031129807 47.272267928114161 70.667728692758828 8.8243902772665006 leaf_count=263 1369 756 52 internal_value=0 -0.000341398 0.000698399 internal_weight=0 117.94 53.6785 internal_count=2440 2125 315 is_linear=0 shrinkage=0.00226593 Tree=2600 num_leaves=4 num_cat=0 split_feature=39 3 133 split_gain=8.93714 10.2971 5.55575 threshold=0.0095750000000000019 0.14121000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5393292193564809e-05 -0.00018407300677575957 0.0002245129387244135 0.00021536116479392033 leaf_weight=132.88028368540108 4.8812438410241148 15.410178802907465 28.177614029496908 leaf_count=2085 42 123 236 internal_value=0 -4.40815e-05 0.000155961 internal_weight=0 148.29 33.0589 internal_count=2486 2208 278 is_linear=0 shrinkage=0.000348413 Tree=2601 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=8.06257 22.1193 17.1305 threshold=-0.10674499999999999 -0.075969999999999996 0.12474000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010143710235660448 -0.002147262897043492 0.00036199574842315206 -0.0036346175134074786 leaf_weight=65.534210156649351 36.08158531668596 69.430045373621397 5.7385459761135271 leaf_count=411 1254 776 31 internal_value=0 -0.000497457 0.000634943 internal_weight=0 105.512 71.2728 internal_count=2472 2030 442 is_linear=0 shrinkage=0.00260285 Tree=2602 num_leaves=3 num_cat=0 split_feature=1374 1456 split_gain=7.43511 7.28012 threshold=0.093235000000000012 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031047454396378611 -0.002903416668911897 -0.002801322346389282 leaf_weight=164.15219869522844 5.9813878722488871 5.8321494139963752 leaf_count=2214 43 218 internal_value=0 0.000201935 internal_weight=0 169.984 internal_count=2475 2432 is_linear=0 shrinkage=0.00276216 Tree=2603 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=7.97669 9.49879 threshold=-0.40274499999999996 -0.074434999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0030091125044702963 -0.00033217328716590391 0.00083122798881205603 leaf_weight=4.7359688602155066 104.58990239724517 66.150693987146951 leaf_count=94 1736 651 internal_value=0 0.000118817 internal_weight=0 170.741 internal_count=2481 2387 is_linear=0 shrinkage=0.00240463 Tree=2604 num_leaves=4 num_cat=0 split_feature=42 376 133 split_gain=8.46452 7.64738 3.81288 threshold=-0.108275 1.0000000180025095e-35 -0.077194999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047356962706041473 -9.9133442129347596e-06 0.0016676925004486707 -0.0030578871826353379 leaf_weight=1.8118658966850487 153.73409153602552 13.362476863432674 5.5600350623717523 leaf_count=29 2178 124 113 internal_value=0 0.000125269 -0.00219583 internal_weight=0 167.097 7.3719 internal_count=2444 2302 142 is_linear=0 shrinkage=0.00213524 Tree=2605 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=7.57698 8.72772 threshold=-1.0000000180025095e-35 0.089810000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037946863454630742 -0.00010459401382915574 4.6522754375408433e-05 leaf_weight=5.409383146557956 66.528651755885221 107.79236865567509 leaf_count=67 1261 1119 internal_value=0 -1.11802e-05 internal_weight=0 174.321 internal_count=2447 2380 is_linear=0 shrinkage=0.000328318 Tree=2606 num_leaves=4 num_cat=0 split_feature=12 47 3 split_gain=8.57584 9.09524 9.02861 threshold=0.084045000000000022 0.081320000000000017 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012670888891679684 -0.00012760700205815509 -0.00012080408701284306 0.00030629058104347941 leaf_weight=84.063054280355573 69.850240021012723 25.295576012693346 6.8188034044578663 leaf_count=685 1663 149 26 internal_value=0 6.9392e-05 -8.86266e-05 internal_weight=0 109.359 76.669 internal_count=2523 834 1689 is_linear=0 shrinkage=0.000362489 Tree=2607 num_leaves=4 num_cat=0 split_feature=484 42 484 split_gain=7.50797 7.01702 4.11281 threshold=-0.0068949999999999992 -0.40186499999999997 -0.23135999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044545572670213584 -0.0044555478301545855 0.00016643920060035588 -0.0022398407728352783 leaf_weight=3.7608413487905628 1.5254783816635598 162.28313670889474 10.701151008484883 leaf_count=87 9 2107 310 internal_value=0 0.000120383 -0.00154347 internal_weight=0 163.809 14.462 internal_count=2513 2116 397 is_linear=0 shrinkage=0.0022215 Tree=2608 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=8.44547 17.9206 8.46414 threshold=0.077765000000000015 0.053930000000000006 -0.011819999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025321003971019566 0.0002195624911257969 0.00017041791361491066 6.9227466145364934e-06 leaf_weight=34.522198077174835 27.551582458429039 17.463354206643999 103.81854818062857 leaf_count=1223 275 60 918 internal_value=0 -0.000110842 5.16676e-05 internal_weight=0 51.9856 131.37 internal_count=2476 1283 1193 is_linear=0 shrinkage=0.000341582 Tree=2609 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=9.04573 13.135 9.39452 threshold=-0.062109999999999992 0.077765000000000015 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018005270524333939 -0.00096116813909680025 0.00018596536553799995 0.0014504611048641127 leaf_weight=25.44669192971196 12.255025573074816 92.393849120941013 45.615095498040318 leaf_count=1127 124 820 343 internal_value=0 -0.000244303 0.000938886 internal_weight=0 117.841 57.8701 internal_count=2414 1947 467 is_linear=0 shrinkage=0.00245272 Tree=2610 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=9.86273 11.2098 threshold=0.26937000000000005 -0.50992999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0037054397045352583 -0.0031365997054152309 -0.00010011601944328883 leaf_weight=3.9604986095800987 5.2265741755254558 164.66950708604418 leaf_count=31 47 2387 internal_value=0 -8.33809e-06 internal_weight=0 168.63 internal_count=2465 2418 is_linear=0 shrinkage=0.00226593 Tree=2611 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=8.01459 13.4543 3.64118 threshold=-0.10939499999999998 0.081875000000000017 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022537795316150932 -9.2025428433294661e-05 0.00016625564207620522 -2.9736167807000406e-05 leaf_weight=21.737083198502663 119.72821628092788 29.174942511832342 9.2747910292819125 leaf_count=164 1981 255 71 internal_value=0 -4.13329e-05 0.000149248 internal_weight=0 148.903 31.0119 internal_count=2471 2236 235 is_linear=0 shrinkage=0.000341582 Tree=2612 num_leaves=3 num_cat=0 split_feature=156 41 split_gain=7.15258 7.28716 threshold=0.11896500000000002 0.083035000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3530166863812853e-05 -0.00050677790243938302 -0.00030765349083420397 leaf_weight=169.87083374278154 3.3804504722356787 8.532321482896803 leaf_count=2310 73 79 internal_value=0 1.703e-05 internal_weight=0 178.403 internal_count=2462 2389 is_linear=0 shrinkage=0.000362489 Tree=2613 num_leaves=4 num_cat=0 split_feature=376 3 2 split_gain=7.34482 8.65516 2.04681 threshold=0.048375000000000008 -0.10072999999999999 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010823472984907201 7.9586017957533389e-05 -8.2125277355605948e-05 0.00035333473175065688 leaf_weight=48.494753900915384 6.6818064586259451 112.73582865181379 9.4461214956827444 leaf_count=342 61 1986 72 internal_value=0 -2.48336e-05 0.000241251 internal_weight=0 161.231 16.1279 internal_count=2461 2328 133 is_linear=0 shrinkage=0.000377134 Tree=2614 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=11.5195 11.2806 9.25654 threshold=0.098950000000000024 -0.12077499999999998 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013121664870157423 0.00019179139485115182 -0.00013935644966071219 -5.9598417303113649e-05 leaf_weight=24.611178729683161 50.89366927370429 76.866212493972853 27.229018658865243 leaf_count=145 438 1666 209 internal_value=0 -7.36624e-05 0.000104212 internal_weight=0 101.477 78.1227 internal_count=2458 1811 647 is_linear=0 shrinkage=0.000348413 Tree=2615 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=12.4119 19.0781 9.45482 threshold=1.0000000180025095e-35 -0.029219999999999999 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8785715911191265e-05 -0.00022581052520425214 -0.00039830116501985102 8.046951644204247e-05 leaf_weight=24.694411219796166 13.541461367625741 21.679267896804959 117.92612085910514 leaf_count=675 149 606 1042 internal_value=0 -0.000160679 4.87567e-05 internal_weight=0 46.3737 131.468 internal_count=2472 1281 1191 is_linear=0 shrinkage=0.000348413 Tree=2616 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=7.51305 14.5469 7.74219 threshold=-0.016664999999999996 -0.10298499999999998 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.9364550081796013e-05 -9.2617105440229408e-05 -0.00014327043085088481 0.00023087571710188559 leaf_weight=72.60882015991956 11.361786952242253 66.196954958722927 26.244105905294418 leaf_count=469 112 1693 159 internal_value=0 -3.20756e-05 0.000133155 internal_weight=0 138.806 37.6059 internal_count=2433 2162 271 is_linear=0 shrinkage=0.000328318 Tree=2617 num_leaves=4 num_cat=0 split_feature=13 39 3 split_gain=9.50663 12.8751 8.56614 threshold=-0.10939499999999998 0.0095750000000000019 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014988539869636796 -7.2775979259680174e-05 0.00018154556788282903 0.00028175015305008529 leaf_weight=7.1096041770651963 123.21479390247259 29.942269805585966 24.866869825869799 leaf_count=55 1967 255 169 internal_value=0 -2.29597e-05 0.000185593 internal_weight=0 153.157 31.9765 internal_count=2446 2222 224 is_linear=0 shrinkage=0.000348413 Tree=2618 num_leaves=4 num_cat=0 split_feature=16 13 13 split_gain=9.59674 8.77547 5.71963 threshold=0.26746000000000009 0.27266500000000005 0.11295000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031271955817000239 -0.0027001372648201962 -0.0038417787509280659 0.00066474537127118698 leaf_weight=155.61864880239591 11.680366909713483 3.136980169452726 4.2677337583154431 leaf_count=2168 263 28 21 internal_value=0 0.000227978 -0.00180133 internal_weight=0 158.756 15.9481 internal_count=2480 2196 284 is_linear=0 shrinkage=0.00250177 Tree=2619 num_leaves=4 num_cat=0 split_feature=15 158 14 split_gain=9.12024 10.4406 1.93258 threshold=-0.24269999999999997 0.084765000000000021 -0.46596499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8073400926928978e-05 1.564496696809641e-06 -0.00031129176006279411 0.00030570495078422122 leaf_weight=4.2309602661989656 152.33205645764247 13.441124176490119 12.598264408763496 leaf_count=38 2046 223 153 internal_value=0 -2.39953e-05 0.000239117 internal_weight=0 165.773 16.8292 internal_count=2460 2269 191 is_linear=0 shrinkage=0.000341582 Tree=2620 num_leaves=4 num_cat=0 split_feature=159 43 12 split_gain=10.1952 7.34825 3.52648 threshold=-0.032739999999999991 -0.59596999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010093586157640727 0.0011524680960408808 2.5165245222008559e-05 -0.0003636952856300715 leaf_weight=2.2598328348249188 0.56556496769189735 164.14505384757649 10.762441368424332 leaf_count=15 2 2136 320 internal_value=0 2.98163e-05 -0.000282892 internal_weight=0 164.711 13.0223 internal_count=2473 2138 335 is_linear=0 shrinkage=0.000341582 Tree=2621 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=8.64675 14.8277 8.59585 threshold=0.077845000000000011 0.10812000000000001 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019325433915222387 -0.00010065846644075212 0.00035681063588722346 0.00011014234876034516 leaf_weight=43.076826367294416 32.2605507876724 7.1192065309733144 99.614828136749566 leaf_count=1275 472 18 706 internal_value=0 -0.000114619 5.85327e-05 internal_weight=0 50.196 131.875 internal_count=2471 1293 1178 is_linear=0 shrinkage=0.000355382 Tree=2622 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=7.2424 18.7043 13.3573 threshold=-0.10674499999999999 -0.074494999999999992 0.12230500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011994571666481644 -0.0024962209508931788 0.00037961283599210333 -0.0037873739504851725 leaf_weight=63.113009917084128 35.595630122465082 70.295071491738781 6.0662148622795931 leaf_count=414 1263 777 34 internal_value=0 -0.000588727 0.000756757 internal_weight=0 105.891 69.1792 internal_count=2488 2040 448 is_linear=0 shrinkage=0.00323631 Tree=2623 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=12.3822 12.833 12.8133 threshold=-0.10674499999999999 -0.075969999999999996 0.11951500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011583151537198368 -0.0021778324390398923 -7.178967244528244e-05 -0.0029041699904038629 leaf_weight=61.363532437477261 34.994453752064146 66.436727169784717 6.742153118364512 leaf_count=391 1222 794 39 internal_value=0 -0.000799989 0.000752041 internal_weight=0 101.431 68.1057 internal_count=2446 2016 430 is_linear=0 shrinkage=0.0028174 Tree=2624 num_leaves=4 num_cat=0 split_feature=133 44 15 split_gain=7.4003 7.12045 3.02566 threshold=0.11264000000000002 1.0000000180025095e-35 -0.12431499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003903135329673135 0.0014913965193873715 -0.0030155138035354487 -0.003406677336729867 leaf_weight=162.34731708455365 1.1779309581033883 5.1215954199433318 6.2739405173342666 leaf_count=2099 26 45 285 internal_value=0 0.00028421 -0.00262181 internal_weight=0 167.469 7.45187 internal_count=2455 2144 311 is_linear=0 shrinkage=0.00287375 Tree=2625 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=7.21278 8.16656 0.572409 threshold=0.14753000000000002 -0.018054999999999998 0.16826500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037203646049549993 0.0014131062317658798 0.0010042417771993031 0.0027595397696632403 leaf_weight=128.48548809322529 3.9855167190544289 35.804987038485706 5.4253499251790345 leaf_count=2092 48 261 56 internal_value=0 -7.16147e-05 0.00221264 internal_weight=0 164.29 9.41087 internal_count=2457 2353 104 is_linear=0 shrinkage=0.00255181 Tree=2626 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=9.24775 9.14577 1.44715 threshold=-0.30407999999999996 -0.095539999999999986 -0.46596499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083168545128992229 -0.0016855058327328539 0.00012133201365607018 0.0029376266616165359 leaf_weight=4.3363652657717457 31.221737223211676 124.6684169890359 9.5765083879232389 leaf_count=37 316 1962 134 internal_value=0 -0.000241492 0.00229313 internal_weight=0 155.89 13.9129 internal_count=2449 2278 171 is_linear=0 shrinkage=0.00298985 Tree=2627 num_leaves=4 num_cat=0 split_feature=159 1373 16 split_gain=7.98817 7.32409 3.87906 threshold=-0.032739999999999991 0.099250000000000019 -0.4706749999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024479159009598061 2.2544381667958824e-05 -0.00049017640336562567 -0.00031330464410258988 leaf_weight=1.5527355708181847 160.64511872862931 3.2059199735522261 12.888686754042281 leaf_count=13 2098 20 322 internal_value=0 1.21846e-05 -0.000251877 internal_weight=0 163.851 14.4414 internal_count=2453 2118 335 is_linear=0 shrinkage=0.000341582 Tree=2628 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=8.77948 10.0072 5.50797 threshold=0.10423500000000001 -0.11749 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00085511251182328947 0.0010773614829391047 -0.001043707418259829 -0.00096783186167569114 leaf_weight=27.129378375597298 52.231958089862019 80.542133579496294 11.748732905834911 leaf_count=178 482 1731 65 internal_value=0 -0.000564881 0.000700769 internal_weight=0 107.672 63.9807 internal_count=2456 1909 547 is_linear=0 shrinkage=0.002708 Tree=2629 num_leaves=4 num_cat=0 split_feature=124 3 42 split_gain=10.4442 12.6798 4.7664 threshold=-0.043384999999999993 -0.12077499999999998 -0.088814999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016624201879789432 0.00012215139722796892 -0.00012017549357918246 0.00029091330366430595 leaf_weight=3.8204734064638641 41.598879936151206 116.43565113143995 19.243037666194141 leaf_count=24 271 1979 188 internal_value=0 -5.63473e-05 0.000214748 internal_weight=0 158.035 23.0635 internal_count=2462 2250 212 is_linear=0 shrinkage=0.000377134 Tree=2630 num_leaves=3 num_cat=0 split_feature=1374 128 split_gain=8.89581 9.18345 threshold=-0.094929999999999987 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0037599057380252763 0.00027618865849642841 -0.0033962914308875406 leaf_weight=4.4373991768807164 158.3360151174129 5.259339975542388 leaf_count=41 2180 182 internal_value=0 0.000155882 internal_weight=0 163.595 internal_count=2403 2362 is_linear=0 shrinkage=0.00276216 Tree=2631 num_leaves=4 num_cat=0 split_feature=13 43 13 split_gain=8.41354 7.80005 2.33456 threshold=-0.24588999999999997 -0.59596999999999989 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.8609359862187802e-05 0.001152211182901383 -2.4782390725507326e-05 0.00033438611827689413 leaf_weight=4.2049885764718047 0.57441699132323165 164.37204900057986 10.954719442874191 leaf_count=36 2 2323 97 internal_value=0 -1.99048e-05 0.000250402 internal_weight=0 164.946 15.1597 internal_count=2458 2325 133 is_linear=0 shrinkage=0.000348413 Tree=2632 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=8.14591 11.2828 9.27627 threshold=-0.061889999999999994 -0.10191999999999998 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2270465739827699e-05 0.00053089441083144131 -0.0001839730764952439 6.6560847862264121e-05 leaf_weight=72.76715799793601 6.2389910090714684 47.968432999099605 51.950111281126738 leaf_count=478 49 1532 415 internal_value=0 -4.77036e-05 0.00011727 internal_weight=0 120.736 58.1891 internal_count=2474 2010 464 is_linear=0 shrinkage=0.000362489 Tree=2633 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=9.96494 9.09739 8.67614 threshold=0.094435000000000005 -1.0000000180025095e-35 0.0060650000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015417686703194842 0.00028714010105331808 2.3663867581161318e-05 9.1815917775844852e-05 leaf_weight=62.755964439245872 26.41606398159638 62.755341183394194 30.093687994638458 leaf_count=1379 264 472 363 internal_value=0 0.000101978 -7.44331e-05 internal_weight=0 89.1714 92.8497 internal_count=2478 736 1742 is_linear=0 shrinkage=0.000377134 Tree=2634 num_leaves=4 num_cat=0 split_feature=13 4 0 split_gain=10.149 8.96754 2.03677 threshold=-0.16901999999999998 -0.47668499999999997 0.0057300000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019799586511986367 -0.0022337738005492169 -3.0943627339854657e-05 0.00033871914182397999 leaf_weight=13.444646230898799 9.2136731278151256 146.15100223256741 4.948721050284802 leaf_count=129 129 2161 24 internal_value=0 -0.000163094 0.00154311 internal_weight=0 155.365 18.3934 internal_count=2443 2290 153 is_linear=0 shrinkage=0.00217794 Tree=2635 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=8.92535 10.7454 10.508 threshold=0.094090000000000021 -0.097754999999999995 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8394135099595282e-05 -0.00024253697860377574 -0.00014670436904127673 0.00012916178427428867 leaf_weight=31.392679300624877 9.8987830276600999 61.784833754179999 78.532093185931444 leaf_count=220 109 1507 653 internal_value=0 -6.41086e-05 8.73004e-05 internal_weight=0 93.1775 88.4309 internal_count=2489 1727 762 is_linear=0 shrinkage=0.000341582 Tree=2636 num_leaves=4 num_cat=0 split_feature=457 376 457 split_gain=9.36868 8.34484 5.7477 threshold=0.080930000000000016 0.048375000000000008 0.084515000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4328153377390945e-05 0.00045892060495363062 0.00022351563416965882 9.1544515956663831e-05 leaf_weight=136.27104130142834 5.7553102709352997 12.205789862200616 26.182218265719712 leaf_count=2165 28 92 185 internal_value=0 -4.05149e-05 0.00015912 internal_weight=0 148.477 31.9375 internal_count=2470 2257 213 is_linear=0 shrinkage=0.000334884 Tree=2637 num_leaves=4 num_cat=0 split_feature=0 1 48 split_gain=7.8189 18.8604 8.96096 threshold=-0.061889999999999994 0.077765000000000015 0.088965000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025870518947814364 9.7980359085512105e-05 7.5565003038947917e-05 0.0025938107935030547 leaf_weight=25.824050702736713 43.055537033360451 93.326698689721525 14.622818588279186 leaf_count=1153 400 847 82 internal_value=0 -0.000503402 0.000734532 internal_weight=0 119.151 57.6784 internal_count=2482 2000 482 is_linear=0 shrinkage=0.00276216 Tree=2638 num_leaves=4 num_cat=0 split_feature=1213 42 4 split_gain=7.59312 6.62303 3.69924 threshold=-1.0000000180025095e-35 -0.40186499999999997 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002634090616252624 -0.0057395542483189566 0.00020829200888211293 -0.0029956990763609199 leaf_weight=0.94990129768848319 1.3878932669758786 162.23266208020505 8.624972428660838 leaf_count=3 7 2099 367 internal_value=0 0.00015395 -0.00241319 internal_weight=0 163.621 9.57487 internal_count=2476 2106 370 is_linear=0 shrinkage=0.0028174 Tree=2639 num_leaves=4 num_cat=0 split_feature=133 52 12 split_gain=8.51251 7.92098 0.559914 threshold=-0.26719999999999994 -0.51498499999999992 -0.05418499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012963621045735114 -0.002843127328155079 0.00037834456549326395 -0.003902697946597187 leaf_weight=0.8936198242008685 5.6855272699613115 162.51371791993733 3.6724340738728634 leaf_count=11 171 2160 134 internal_value=0 0.000267632 -0.00343585 internal_weight=0 168.199 4.56605 internal_count=2476 2331 145 is_linear=0 shrinkage=0.002708 Tree=2640 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=7.89754 14.5583 8.32607 threshold=0.090515000000000012 -0.097754999999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066852454015443646 0.00072164907870905077 -0.0014118862341085698 -0.00071380124537197102 leaf_weight=25.665398890152574 67.572631310205907 46.605875327077229 28.168517777696252 leaf_count=195 661 1388 204 internal_value=0 -0.000673187 0.000298977 internal_weight=0 72.2713 95.7411 internal_count=2448 1583 865 is_linear=0 shrinkage=0.0022215 Tree=2641 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=12.2746 7.56778 0.751537 threshold=-0.24861499999999997 -0.046989999999999997 -0.097774999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00083127343734157105 0.001056394650204999 -0.0002098889299964542 -0.0031573778755653453 leaf_weight=1.3590759686194349 57.987623691442423 105.39351085887756 9.2547022163635102 leaf_count=15 472 1729 270 internal_value=0 0.000239959 -0.00287131 internal_weight=0 163.381 10.6138 internal_count=2486 2201 285 is_linear=0 shrinkage=0.0028174 Tree=2642 num_leaves=3 num_cat=0 split_feature=1456 1213 split_gain=10.145 7.33078 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041644154705528506 -0.00026706678413331546 3.77420442963879e-05 leaf_weight=7.6081436366075641 11.465179958031511 157.93412473681383 leaf_count=230 383 1871 internal_value=0 1.69494e-05 internal_weight=0 169.399 internal_count=2484 2254 is_linear=0 shrinkage=0.000369739 Tree=2643 num_leaves=4 num_cat=0 split_feature=484 160 40 split_gain=9.29898 9.39429 4.90002 threshold=-0.0068949999999999992 -0.40446999999999994 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026522965522280902 -0.00040376109829744347 6.1660078678143308e-05 -0.00034263622142911935 leaf_weight=2.105869121849536 6.2964104018174103 165.23479589051567 13.460888755274935 leaf_count=13 189 1921 402 internal_value=0 4.43236e-05 -0.000259097 internal_weight=0 171.531 15.5668 internal_count=2525 2110 415 is_linear=0 shrinkage=0.000377134 Tree=2644 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=9.78283 9.97691 1.26868 threshold=-0.40306999999999998 0.094405000000000003 -0.043589999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.0527960072881233e-05 -5.5662900707002218e-05 0.0001127949253788444 -0.00037756344011079446 leaf_weight=0.85282466351054509 88.751119905500673 82.012353198602796 8.556412921054287 leaf_count=9 1556 629 253 internal_value=0 2.5263e-05 -0.000337611 internal_weight=0 170.763 9.40924 internal_count=2447 2185 262 is_linear=0 shrinkage=0.000348413 Tree=2645 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=8.3387 7.62267 1.92673 threshold=0.18307500000000002 0.0095750000000000019 -0.11524 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8881252721197371e-05 0.0001471682552479798 0.00015307451790657646 0.0004895478762083561 leaf_weight=140.8207647287054 4.2026537200435996 32.649593203794211 5.5597445461899024 leaf_count=2106 54 274 58 internal_value=0 -1.07961e-05 0.000345496 internal_weight=0 173.47 9.7624 internal_count=2492 2380 112 is_linear=0 shrinkage=0.000377134 Tree=2646 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=10.8589 8.16045 threshold=-0.094929999999999987 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0036793478503110216 0.00065374104809985407 -0.00035644948344114129 leaf_weight=3.8612054781988254 64.521611087024212 101.22974068723852 leaf_count=40 417 1984 internal_value=0 3.69607e-05 internal_weight=0 165.751 internal_count=2441 2401 is_linear=0 shrinkage=0.0022215 Tree=2647 num_leaves=4 num_cat=0 split_feature=15 155 13 split_gain=7.36457 7.32507 6.95529 threshold=0.084050000000000014 0.091145000000000018 0.14530000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048184144101766607 -0.0025443747271008776 -0.0029614759703779415 0.0013289796538044879 leaf_weight=143.86643053230364 14.937385172175711 5.4008303419686845 5.3369794851168981 leaf_count=1474 774 138 63 internal_value=0 0.000355128 -0.00152306 internal_weight=0 149.267 20.2744 internal_count=2449 1612 837 is_linear=0 shrinkage=0.00293123 Tree=2648 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=7.29996 8.04699 threshold=0.099250000000000019 0.088975000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00057851909393926088 -0.0038071702638058 0.00057740337313964385 leaf_weight=68.007741015753709 3.1668067146092644 101.63396499911323 leaf_count=1511 20 929 internal_value=0 0.000113929 internal_weight=0 169.642 internal_count=2460 2440 is_linear=0 shrinkage=0.00260285 Tree=2649 num_leaves=4 num_cat=0 split_feature=13 39 2 split_gain=7.81721 9.30785 2.47524 threshold=-0.15340499999999999 0.0095750000000000019 0.090510000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3692806012502234e-05 -4.8826921747729883e-05 0.00018213841541445477 0.00028072943000031825 leaf_weight=3.9889048244804171 124.43807321926579 27.987587259616703 18.077988863456994 leaf_count=48 2013 240 130 internal_value=0 -6.31573e-06 0.00022401 internal_weight=0 152.426 22.0669 internal_count=2431 2253 178 is_linear=0 shrinkage=0.000362489 Tree=2650 num_leaves=4 num_cat=0 split_feature=16 3 133 split_gain=8.35707 10.237 7.80771 threshold=0.26746000000000009 -0.51735999999999993 -0.26719999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050019773639968035 0.00060674221709699789 -0.00034889432127179328 2.055216356026615e-05 leaf_weight=3.6145486121531567 1.4624983668327356 14.778407812933436 150.07035288808402 leaf_count=128 2 292 2041 internal_value=0 -0.000259274 7.94929e-06 internal_weight=0 16.2409 153.685 internal_count=2463 294 2169 is_linear=0 shrinkage=0.000355382 Tree=2651 num_leaves=4 num_cat=0 split_feature=16 13 4 split_gain=10.9218 10.7961 6.54321 threshold=0.26746000000000009 -0.24588999999999997 0.10637500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003082372671093431 -0.00039337610250790122 -2.2682757222360235e-05 0.00019769055870924961 leaf_weight=12.954720080830155 13.463366971700454 142.18981356022414 2.6590873003005973 leaf_count=118 269 2070 18 internal_value=0 5.15175e-06 -0.0002952 internal_weight=0 155.145 16.1225 internal_count=2475 2188 287 is_linear=0 shrinkage=0.000348413 Tree=2652 num_leaves=4 num_cat=0 split_feature=484 151 150 split_gain=8.0369 6.97337 5.01623 threshold=-0.0068949999999999992 -0.52082499999999987 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034803641713344977 -0.00047096747420687573 4.9108954994543458e-05 0.00020531611720979627 leaf_weight=12.026070338324642 3.4924679272808126 160.04471239575651 2.6676203981041899 leaf_count=385 39 1980 16 internal_value=0 3.76877e-05 -0.000246783 internal_weight=0 163.537 14.6937 internal_count=2420 2019 401 is_linear=0 shrinkage=0.000369739 Tree=2653 num_leaves=4 num_cat=0 split_feature=124 3 42 split_gain=8.77073 10.3291 3.14461 threshold=-0.043384999999999993 -0.10373499999999998 -0.025789999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5814086326537066e-05 0.00012687839279472576 -9.092618125558376e-05 0.0003416075422269187 leaf_weight=6.3941719532012966 45.111259892117232 111.96110848418903 13.911915897857396 leaf_count=41 317 1939 146 internal_value=0 -2.83268e-05 0.000239668 internal_weight=0 157.072 20.3061 internal_count=2443 2256 187 is_linear=0 shrinkage=0.000384677 Tree=2654 num_leaves=4 num_cat=0 split_feature=160 484 484 split_gain=7.90329 8.52731 0.133128 threshold=-0.25833999999999996 -0.0068949999999999992 0.04198000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038155218645868921 -0.00022014685354124829 3.9071318982324942e-05 -0.00022178653305936631 leaf_weight=5.0548304042313239 14.871655258350073 157.11707147560082 1.2873565037734804 leaf_count=149 411 1863 64 internal_value=0 1.65284e-05 -0.000353533 internal_weight=0 171.989 6.34219 internal_count=2487 2274 213 is_linear=0 shrinkage=0.000328318 Tree=2655 num_leaves=4 num_cat=0 split_feature=123 155 1 split_gain=9.25251 8.16069 2.73077 threshold=1.0000000180025095e-35 0.083555000000000004 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0405040992710017e-05 0.00014883705988668551 -0.002900783926666488 0.0021049515444181246 leaf_weight=144.57539421750698 5.963485516607764 6.1483507154043755 15.384079155977814 leaf_count=2088 28 165 181 internal_value=0 -0.000159153 0.00156213 internal_weight=0 150.724 21.3476 internal_count=2462 2253 209 is_linear=0 shrinkage=0.00245272 Tree=2656 num_leaves=4 num_cat=0 split_feature=43 15 42 split_gain=9.52429 8.19412 0.913561 threshold=0.25619500000000001 0.084050000000000014 -0.0023149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6546875563334195e-05 -0.00019182254180523427 -0.00019652288975621125 -0.00052504686798337977 leaf_weight=154.0998214262072 1.6557397772558031 20.554347939556465 4.4287123512476674 leaf_count=1551 101 805 46 internal_value=0 1.78334e-05 -0.000439472 internal_weight=0 174.654 6.08445 internal_count=2503 2356 147 is_linear=0 shrinkage=0.000362489 Tree=2657 num_leaves=4 num_cat=0 split_feature=43 457 3 split_gain=9.56011 9.93337 9.52167 threshold=-0.074459999999999985 0.082380000000000009 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011744788123152237 -0.00091922445672614872 0.0012970964940890043 0.0020924357510204495 leaf_weight=35.353676146944053 88.858710562926717 20.45652222353965 29.43955647572875 leaf_count=700 1380 106 295 internal_value=0 -0.000503574 0.000888516 internal_weight=0 109.315 64.7932 internal_count=2481 1486 995 is_linear=0 shrinkage=0.00287375 Tree=2658 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=7.88389 9.32322 threshold=0.10218000000000001 0.27190000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025127203521335554 -0.0051259120364271788 0.0016594233469621391 leaf_weight=140.31206193455728 2.6462324205785981 28.474282161798328 leaf_count=2171 15 272 internal_value=0 7.1949e-05 internal_weight=0 168.786 internal_count=2458 2443 is_linear=0 shrinkage=0.00304965 Tree=2659 num_leaves=4 num_cat=0 split_feature=15 43 51 split_gain=8.89158 9.76359 7.7114 threshold=0.082725000000000007 0.091510000000000022 -0.10998999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022826662911243532 -0.00031362765808642479 0.00032682379532812748 6.3277982061556395e-05 leaf_weight=12.335559800150802 17.532673173351217 3.5283104742411515 144.37780251260847 leaf_count=214 790 84 1347 internal_value=0 -0.000205173 4.01827e-05 internal_weight=0 21.061 156.713 internal_count=2435 874 1561 is_linear=0 shrinkage=0.000355382 Tree=2660 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=6.53443 8.5427 0.123439 threshold=0.15561000000000003 -0.10674499999999999 0.27626000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051825955750465428 0.0017774813510407813 -0.00062139243164581449 0.0026087904477118356 leaf_weight=68.491480153053999 3.6264095688238731 93.38775465125218 3.6098787598311901 leaf_count=418 37 1943 44 internal_value=0 -0.000139178 0.00222562 internal_weight=0 161.879 7.23629 internal_count=2442 2361 81 is_linear=0 shrinkage=0.00245272 Tree=2661 num_leaves=4 num_cat=0 split_feature=123 3 43 split_gain=8.43694 10.1732 2.88624 threshold=1.0000000180025095e-35 -0.097754999999999995 -0.040789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011355957151697844 0.00028785274539900034 -8.4465311103087937e-05 -1.2634439462019494e-05 leaf_weight=49.793884905520827 17.079975558910522 107.45529653539415 5.5460161804221562 leaf_count=365 168 1884 48 internal_value=0 -2.17234e-05 0.000214499 internal_weight=0 157.249 22.626 internal_count=2465 2249 216 is_linear=0 shrinkage=0.000362489 Tree=2662 num_leaves=4 num_cat=0 split_feature=16 3 42 split_gain=9.4891 9.20815 8.67917 threshold=0.26746000000000009 -0.32415499999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016262764474318685 0.0043172214894679588 -0.0032530255157758427 0.0004351811662883128 leaf_weight=23.097570741432719 1.6527743637561787 13.798275048262438 132.94681647157995 leaf_count=618 3 281 1595 internal_value=0 -0.00241801 0.000129098 internal_weight=0 15.451 156.044 internal_count=2497 284 2213 is_linear=0 shrinkage=0.00311064 Tree=2663 num_leaves=3 num_cat=0 split_feature=160 124 split_gain=7.82747 7.15062 threshold=-0.40446999999999994 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043538756431778632 0.00020957134057393071 -2.1694591438788575e-05 leaf_weight=5.7462717993184915 21.705188404303044 147.98422305041458 leaf_count=185 207 2061 internal_value=0 8.00561e-06 internal_weight=0 169.689 internal_count=2453 2268 is_linear=0 shrinkage=0.000377134 Tree=2664 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=11.4777 12.9141 6.1656 threshold=0.099325000000000011 0.090810000000000016 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012768793934112534 0.00015592616251672691 0.00015724270810519038 -3.1864171164449122e-05 leaf_weight=80.45946716144681 49.850611199159175 19.616155685856938 26.672318370081484 leaf_count=1768 441 85 213 internal_value=0 -7.17244e-05 9.05203e-05 internal_weight=0 100.076 76.5229 internal_count=2507 1853 654 is_linear=0 shrinkage=0.000315569 Tree=2665 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=8.87443 10.9136 3.22873 threshold=0.048375000000000008 -0.10072999999999999 -0.0044549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007347406368309995 0.00013614515685407514 -0.00082745986133580293 0.0027175089068131107 leaf_weight=46.86252138344571 5.5505703911185256 108.582516198745 9.8240352319553477 leaf_count=363 23 2007 111 internal_value=0 -0.000356308 0.0017933 internal_weight=0 155.445 15.3746 internal_count=2504 2370 134 is_linear=0 shrinkage=0.002708 Tree=2666 num_leaves=4 num_cat=0 split_feature=3 1 42 split_gain=7.38878 10.444 9.89816 threshold=-0.097754999999999995 0.094405000000000003 0.094055000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001689476380102154 -0.0013689427197467847 0.00051273164704509697 -0.0022440778720478798 leaf_weight=40.964434943627566 57.18035749415867 61.555303951725364 7.5371288936585179 leaf_count=301 1524 583 61 internal_value=0 -0.000393875 0.00107444 internal_weight=0 118.736 48.5016 internal_count=2469 2107 362 is_linear=0 shrinkage=0.00317285 Tree=2667 num_leaves=4 num_cat=0 split_feature=123 151 133 split_gain=6.98698 8.95321 2.83227 threshold=1.0000000180025095e-35 -0.27336999999999995 0.085090000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042445888071045929 0.00069279567549410017 -2.139092811516889e-05 0.0028053419061495927 leaf_weight=4.1578115050215265 12.241701470222326 142.66274271946168 9.1876795105636102 leaf_count=54 105 2199 108 internal_value=0 -0.000144131 0.00160841 internal_weight=0 146.821 21.4294 internal_count=2466 2253 213 is_linear=0 shrinkage=0.00287375 Tree=2668 num_leaves=4 num_cat=0 split_feature=484 151 150 split_gain=8.82468 6.95619 4.42083 threshold=-0.0068949999999999992 -0.28286499999999998 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028487610397229272 -0.0035968637567423741 0.00042583433853240517 0.0026105148941163153 leaf_weight=12.060283997212535 3.9958599456585935 150.32304217980709 1.4677222091704596 leaf_count=380 46 1993 10 internal_value=0 0.00031914 -0.00223989 internal_weight=0 154.319 13.528 internal_count=2429 2039 390 is_linear=0 shrinkage=0.00304965 Tree=2669 num_leaves=4 num_cat=0 split_feature=1213 1365 51 split_gain=10.5482 9.44355 2.46113 threshold=-1.0000000180025095e-35 0.084635000000000016 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011413250482756728 5.1030728746198699e-05 -0.00050788342027836418 -0.00041813570932667821 leaf_weight=1.267513534054159 160.28733866557013 3.9616646445356301 8.4955591396428627 leaf_count=14 2026 46 371 internal_value=0 3.7213e-05 -0.000348522 internal_weight=0 164.249 9.76307 internal_count=2457 2072 385 is_linear=0 shrinkage=0.000362489 Tree=2670 num_leaves=4 num_cat=0 split_feature=1 16 52 split_gain=8.6005 14.4879 8.42369 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.51498499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028937461042606447 -0.0003772258752790307 0.00010027458155003173 7.6255993698175022e-05 leaf_weight=27.050971781602129 5.2820392637513569 21.583711911109276 127.45637408783659 leaf_count=991 106 293 1109 internal_value=0 -0.000116618 5.79079e-05 internal_weight=0 48.6347 132.738 internal_count=2499 1284 1215 is_linear=0 shrinkage=0.000355382 Tree=2671 num_leaves=4 num_cat=0 split_feature=484 1213 160 split_gain=8.45041 7.53575 5.44954 threshold=-0.0068949999999999992 -0.082704999999999987 0.31534500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036999986376019231 -0.00039746923553136282 5.1223716950672835e-05 0.0001322705970244569 leaf_weight=11.264434965793042 4.9594126178417346 163.74444915691856 3.7172747021540991 leaf_count=344 223 1842 52 internal_value=0 3.77785e-05 -0.000245319 internal_weight=0 168.704 14.9817 internal_count=2461 2065 396 is_linear=0 shrinkage=0.000362489 Tree=2672 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=10.1624 15.2631 10.1419 threshold=0.077765000000000015 0.0060650000000000009 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032222835743302261 -0.00025570892991067196 8.6944756153897241e-05 7.8267033043599013e-05 leaf_weight=26.956512088072486 12.648741245269774 19.969095183187164 114.83645947091281 leaf_count=977 147 290 1040 internal_value=0 -0.000148313 4.49355e-05 internal_weight=0 46.9256 127.485 internal_count=2454 1267 1187 is_linear=0 shrinkage=0.000355382 Tree=2673 num_leaves=4 num_cat=0 split_feature=13 1 3 split_gain=8.15775 9.44759 3.67386 threshold=-0.10939499999999998 1.0000000180025095e-35 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065599064120659613 -0.0015099198196430361 6.6139788318104857e-05 0.0016494834772060622 leaf_weight=6.0376640846952823 35.831579388293903 105.44964693323709 24.036300308536738 leaf_count=49 1221 1010 179 internal_value=0 -0.000334458 0.00118592 internal_weight=0 141.281 30.074 internal_count=2459 2231 228 is_linear=0 shrinkage=0.0026549 Tree=2674 num_leaves=4 num_cat=0 split_feature=403 453 15 split_gain=7.72668 7.12311 0.63694 threshold=-0.092224999999999988 0.10071000000000001 -0.17677499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066486104875327224 0.00027965302739446743 -0.0039455868220273681 -0.003066270777405612 leaf_weight=0.34657334815710772 163.53312630893197 3.1179158929735413 6.3443784671835592 leaf_count=12 2168 19 279 internal_value=0 0.000198006 -0.00286525 internal_weight=0 166.651 6.69095 internal_count=2478 2187 291 is_linear=0 shrinkage=0.0028174 Tree=2675 num_leaves=4 num_cat=0 split_feature=484 1429 150 split_gain=8.29131 8.15532 6.31168 threshold=-0.0068949999999999992 0.084545000000000009 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031341792628599369 -4.8791974806793297e-05 0.0022388211562458663 0.0019192088473421077 leaf_weight=11.21784939104691 138.91317303816322 14.705666792113332 2.5333436187356702 leaf_count=390 1940 120 14 internal_value=0 0.000171668 -0.00219523 internal_weight=0 153.619 13.7512 internal_count=2464 2060 404 is_linear=0 shrinkage=0.00293123 Tree=2676 num_leaves=4 num_cat=0 split_feature=484 133 150 split_gain=11.4461 8.21002 4.85004 threshold=-0.0068949999999999992 -0.39935999999999994 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032395322087721626 -0.0038047570871222931 0.00033752823720645681 0.0014948836741213967 leaf_weight=11.415801324648781 3.9413767096120855 157.73628771491349 2.0467656496912232 leaf_count=389 120 1968 13 internal_value=0 0.000233984 -0.00251335 internal_weight=0 161.678 13.4626 internal_count=2490 2088 402 is_linear=0 shrinkage=0.00287375 Tree=2677 num_leaves=3 num_cat=0 split_feature=9 3 split_gain=7.21322 6.76882 threshold=-0.036024999999999995 0.18307500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0030276218272947369 -0.00014916202615337625 0.0021030656239560599 leaf_weight=5.3160031950101247 158.64363731775666 9.4742828691378218 leaf_count=73 2283 107 internal_value=0 -2.09225e-05 internal_weight=0 168.118 internal_count=2463 2390 is_linear=0 shrinkage=0.00260285 Tree=2678 num_leaves=4 num_cat=0 split_feature=42 43 12 split_gain=7.6088 8.9384 3.37541 threshold=-0.094924999999999995 -0.074459999999999985 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068842056621691702 0.0010585119572455377 -0.00029423995733326216 -0.0039255199344038491 leaf_weight=4.7762688556686026 54.413116702344269 104.3146350880852 4.6763212349032983 leaf_count=36 848 1402 168 internal_value=0 0.000169913 -0.00231706 internal_weight=0 158.728 9.45259 internal_count=2454 2250 204 is_linear=0 shrinkage=0.002708 Tree=2679 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=10.625 10.0698 9.2998 threshold=0.040165000000000006 -0.048759999999999991 -0.046739999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022354791307638522 8.8898943943277291e-05 -2.3418008093893738e-05 -0.00018826814110420919 leaf_weight=30.804350384511054 20.383588226512074 63.994728736113757 60.390625291503966 leaf_count=251 153 417 1687 internal_value=0 5.7001e-05 -0.000118298 internal_weight=0 94.7991 80.7742 internal_count=2508 668 1840 is_linear=0 shrinkage=0.000355382 Tree=2680 num_leaves=4 num_cat=0 split_feature=14 43 14 split_gain=8.64826 7.19224 0.685749 threshold=0.062655000000000016 -0.074459999999999985 0.093890000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00086113400298154052 -0.0022408012990253147 -0.00028864865213542662 -0.0043329916244662743 leaf_weight=60.858689698041417 2.8612407054752103 103.24368884298019 2.4381004748865962 leaf_count=936 55 1444 29 internal_value=0 0.000138054 -0.00327311 internal_weight=0 164.102 5.29934 internal_count=2464 2380 84 is_linear=0 shrinkage=0.0026549 Tree=2681 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=7.84313 8.36827 threshold=0.10380000000000002 0.079890000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00070643682392428195 -0.0042010866122759128 -0.00048671832635213469 leaf_weight=90.941630657063797 2.8412953265942624 75.922030022658873 leaf_count=649 23 1789 internal_value=0 0.000163596 internal_weight=0 166.864 internal_count=2461 2438 is_linear=0 shrinkage=0.0026549 Tree=2682 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=7.86807 10.2167 9.31961 threshold=0.27626000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1066248504751701e-05 -0.0023848741570220711 -0.0026019977956139471 0.0016426936030459831 leaf_weight=126.6982647239347 3.8888694792985943 10.449989187996833 25.742779539432377 leaf_count=2030 20 147 262 internal_value=0 -0.000284353 0.00110713 internal_weight=0 137.148 29.6316 internal_count=2459 2177 282 is_linear=0 shrinkage=0.00245272 Tree=2683 num_leaves=4 num_cat=0 split_feature=376 1456 42 split_gain=7.01044 8.29978 2.90997 threshold=0.048375000000000008 1.0000000180025095e-35 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6502894849771094e-06 -5.0763937551166797e-05 -0.0034645806701182457 0.0027548426424409715 leaf_weight=149.8508456677082 3.9811261594295493 5.3877642248990005 9.5300552798435074 leaf_count=2114 17 219 109 internal_value=0 -0.000131969 0.00193454 internal_weight=0 155.239 13.5112 internal_count=2459 2333 126 is_linear=0 shrinkage=0.00276216 Tree=2684 num_leaves=4 num_cat=0 split_feature=159 1373 12 split_gain=7.15342 7.09223 3.97125 threshold=-0.032739999999999991 0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010896144670908346 0.00027531037020524473 -0.0035752084920605718 -0.0023421225047112089 leaf_weight=2.5384354600682846 153.7516129789874 2.9416831545531741 10.934603535570202 leaf_count=14 2112 21 323 internal_value=0 0.000200521 -0.0016919 internal_weight=0 156.693 13.473 internal_count=2470 2133 337 is_linear=0 shrinkage=0.00250177 Tree=2685 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=8.76427 7.13995 1.89224 threshold=-0.24588999999999997 0.15619500000000003 -0.11749 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046558417788061503 -0.00031135724779169039 0.0036507850454054235 0.0027030330182869363 leaf_weight=4.2810525335371485 150.39525895030238 3.5873229103162876 10.354248458053915 leaf_count=65 2325 19 68 internal_value=0 -0.000216466 0.00205705 internal_weight=0 153.983 14.6353 internal_count=2477 2344 133 is_linear=0 shrinkage=0.0028174 Tree=2686 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=7.34752 8.47851 3.82285 threshold=0.12337000000000002 0.09857500000000001 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2915651901024665e-05 0.00032798595927846887 -0.00023387658569270866 3.9881823189693535e-05 leaf_weight=138.70026830921415 11.640892794821413 18.283210255904123 9.9650562973692995 leaf_count=1898 119 350 107 internal_value=0 -1.59734e-05 0.000195998 internal_weight=0 156.983 21.6059 internal_count=2474 2248 226 is_linear=0 shrinkage=0.000341582 Tree=2687 num_leaves=4 num_cat=0 split_feature=3 31 0 split_gain=7.743 7.2759 2.52452 threshold=0.18307500000000002 -1.0000000180025095e-35 -0.13972999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029374805505449431 0.00038501464588869982 -0.00020059073609662102 0.0031696871958607053 leaf_weight=4.6537161692976943 3.0933994362130761 156.04880734178005 6.0582973528653365 leaf_count=61 43 2293 71 internal_value=0 -0.000107735 0.00224446 internal_weight=0 160.703 9.1517 internal_count=2468 2354 114 is_linear=0 shrinkage=0.00250177 Tree=2688 num_leaves=4 num_cat=0 split_feature=160 52 52 split_gain=7.60355 7.3862 0.136069 threshold=-0.40446999999999994 -0.51498499999999992 0.2800700000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021855415502872676 -0.00034427377159355834 2.432113630205748e-05 -0.00038446402427294324 leaf_weight=1.1986160681117315 5.9579000045778221 169.61871299851919 4.9500567016657442 leaf_count=57 183 2148 138 internal_value=0 1.1602e-05 -0.000356609 internal_weight=0 175.577 6.14867 internal_count=2526 2331 195 is_linear=0 shrinkage=0.000328318 Tree=2689 num_leaves=3 num_cat=0 split_feature=9 457 split_gain=7.28142 7.70669 threshold=-1.0000000180025095e-35 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0026947560044887674 -0.00042059726566118601 0.0010136077162074689 leaf_weight=5.6597414053976527 131.63815034768777 28.417720185127109 leaf_count=74 2192 184 internal_value=0 -0.000165425 internal_weight=0 160.056 internal_count=2450 2376 is_linear=0 shrinkage=0.00250177 Tree=2690 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=8.2146 8.36495 5.97566 threshold=-0.24269999999999997 -0.19301999999999997 0.10616500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000323909177992176 -0.00054468067117275547 -1.119192733177286e-05 -0.00018735123027078781 leaf_weight=16.137674432247881 4.0158909428864709 151.13470107852481 3.7910205493681124 leaf_count=188 54 2205 24 internal_value=0 -2.53835e-05 0.000226149 internal_weight=0 155.151 19.9287 internal_count=2471 2259 212 is_linear=0 shrinkage=0.000369739 Tree=2691 num_leaves=3 num_cat=0 split_feature=1374 42 split_gain=7.57208 7.21721 threshold=-0.094929999999999987 -0.0044549999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042973332511291902 -0.00012833476508432285 5.5403035241214689e-05 leaf_weight=4.2956400588154784 30.055303514469415 144.00626823643688 leaf_count=42 687 1732 internal_value=0 2.36148e-05 internal_weight=0 174.062 internal_count=2461 2419 is_linear=0 shrinkage=0.000341582 Tree=2692 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=9.64312 17.7845 10.8272 threshold=0.077765000000000015 0.027340000000000003 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035504508996301237 0.00011513038644142655 0.00011837089547499738 -0.00015981184635893106 leaf_weight=26.474346015020274 100.07746363035403 20.952763125067577 26.776923813857138 leaf_count=999 946 265 230 internal_value=0 -0.000146109 5.70047e-05 internal_weight=0 47.4271 126.854 internal_count=2440 1264 1176 is_linear=0 shrinkage=0.000384677 Tree=2693 num_leaves=4 num_cat=0 split_feature=150 456 2 split_gain=9.27849 10.4894 9.41604 threshold=0.081245000000000026 0.087015000000000023 0.092180000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4625119066701194e-05 -4.9367218424615068e-05 -0.00059917590147092533 0.00028077316831215821 leaf_weight=122.78362240397837 21.357398678082973 4.5411991081200531 24.049114567227662 leaf_count=2010 186 98 156 internal_value=0 -6.49129e-05 0.000125749 internal_weight=0 127.325 45.4065 internal_count=2450 2108 342 is_linear=0 shrinkage=0.000362489 Tree=2694 num_leaves=4 num_cat=0 split_feature=15 13 472 split_gain=8.02999 7.46592 6.72186 threshold=0.084050000000000014 -0.24588999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031575640189390785 0.0052520201004955134 -0.0021435109830320502 0.000421136055338306 leaf_weight=4.1773331947624674 1.0525118289515401 16.748717465030495 146.11038757744245 leaf_count=121 8 806 1501 internal_value=0 -0.00167615 0.000319387 internal_weight=0 17.8012 150.288 internal_count=2436 814 1622 is_linear=0 shrinkage=0.0028174 Tree=2695 num_leaves=4 num_cat=0 split_feature=52 1373 12 split_gain=11.3211 7.37465 1.17048 threshold=-0.29521499999999995 0.099250000000000019 -0.041094999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010864718448055666 0.00038137158153582837 -0.0044382997359568264 -0.0036695756624448993 leaf_weight=0.9076332338154306 158.6125323320739 3.1501137744635335 8.3517954001435992 leaf_count=10 2191 21 249 internal_value=0 0.00028451 -0.00330235 internal_weight=0 161.763 9.25943 internal_count=2471 2212 259 is_linear=0 shrinkage=0.00317285 Tree=2696 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=10.296 8.63796 2.16437 threshold=0.12419000000000001 0.09857500000000001 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3064341378736322e-05 -6.2125909042958142e-05 -0.00026363244917593508 0.00025134812803338064 leaf_weight=130.39855519495904 2.8167327344417599 17.390275691868737 17.918516549281776 leaf_count=1878 17 333 206 internal_value=0 -4.27259e-05 0.00020866 internal_weight=0 147.789 20.7352 internal_count=2434 2211 223 is_linear=0 shrinkage=0.000334884 Tree=2697 num_leaves=4 num_cat=0 split_feature=1456 1373 3 split_gain=7.24422 6.76312 3.35099 threshold=-1.0000000180025095e-35 0.099250000000000019 -0.15954499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0035335281849923871 0.00032132304192708663 -0.0047569868284229226 -0.0038401880793240205 leaf_weight=0.7202853700146078 159.22078778344439 3.0427127806469789 7.1607538062962695 leaf_count=3 2192 18 239 internal_value=0 0.000222882 -0.00312621 internal_weight=0 162.264 7.88104 internal_count=2452 2210 242 is_linear=0 shrinkage=0.0034344 Tree=2698 num_leaves=4 num_cat=0 split_feature=1213 160 4 split_gain=7.85972 8.00415 3.55208 threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031565105453707458 -0.00037180209592980009 3.8294279401600695e-05 -0.00034919861688344309 leaf_weight=0.91555042564868827 5.4116436211625105 158.59069630969316 8.8066130523802695 leaf_count=3 163 1901 381 internal_value=0 2.45178e-05 -0.000283708 internal_weight=0 164.002 9.72216 internal_count=2448 2064 384 is_linear=0 shrinkage=0.000334884 Tree=2699 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=8.70255 10.4704 6.12933 threshold=0.27626000000000001 0.080455000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1786605623959286e-06 -0.00023050541700275098 -0.00043418124616814496 0.00026160853220841447 leaf_weight=140.51588966918644 3.9230762720108059 8.0405502323992533 25.0481445947662 leaf_count=2121 20 111 243 internal_value=0 -2.68159e-05 0.000194339 internal_weight=0 148.556 28.9712 internal_count=2495 2232 263 is_linear=0 shrinkage=0.000369739 Tree=2700 num_leaves=4 num_cat=0 split_feature=160 484 52 split_gain=9.22441 7.12002 0.098602 threshold=-0.40446999999999994 -0.0068949999999999992 0.29871500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002485882405433848 -0.00020474572781360481 4.3736545288509939e-05 -0.00040211027089824021 leaf_weight=1.3346984281670291 14.548985367990097 163.58937058900483 5.54055090341717 leaf_count=50 395 1875 148 internal_value=0 2.33265e-05 -0.000376768 internal_weight=0 178.138 6.87525 internal_count=2468 2270 198 is_linear=0 shrinkage=0.000341582 Tree=2701 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=8.594 12.5214 8.23782 threshold=0.079890000000000017 -0.15552499999999997 0.082150000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4360575372095078e-05 0.0001412182461978879 -0.00017219685366026393 0.0003493188088875722 leaf_weight=83.501890014391392 21.405351356836036 55.086918462417088 11.358507208526133 leaf_count=598 170 1608 78 internal_value=0 -8.44136e-05 7.24408e-05 internal_weight=0 76.4923 94.8604 internal_count=2454 1778 676 is_linear=0 shrinkage=0.000348413 Tree=2702 num_leaves=4 num_cat=0 split_feature=1 50 4 split_gain=7.41152 7.86004 0.725398 threshold=0.13849500000000003 0.083640000000000006 0.078690000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020658691425318507 0.003662078170258726 -0.0018772138274923253 0.0019095305594118389 leaf_weight=142.08474175061565 3.9436105322092754 18.14707426331006 5.5789190432988107 leaf_count=1862 23 469 84 internal_value=0 -3.05603e-05 0.00266945 internal_weight=0 160.232 9.52253 internal_count=2438 2331 107 is_linear=0 shrinkage=0.00298985 Tree=2703 num_leaves=4 num_cat=0 split_feature=14 156 14 split_gain=8.2867 6.97041 0.512737 threshold=0.076175000000000007 0.11896500000000002 0.096015000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5039335280642103e-05 -0.000319289035180209 -0.00052106031387086544 -0.00057176835827233981 leaf_weight=164.19917887815973 2.8386911414563647 3.0093015390448263 2.395845232065767 leaf_count=2318 55 71 31 internal_value=0 5.04876e-06 -0.000444403 internal_weight=0 167.208 5.23454 internal_count=2475 2389 86 is_linear=0 shrinkage=0.000355382 Tree=2704 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=8.09982 11.3545 8.74528 threshold=0.077765000000000015 -0.059114999999999994 -0.41417999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024432109987603447 -0.002731234439325192 0.00043255449754031053 0.00051524753103028998 leaf_weight=25.46170225541573 7.4959288313984862 21.844033448491246 113.47785887913778 leaf_count=1144 118 143 1050 internal_value=0 -0.0011174 0.000311745 internal_weight=0 47.3057 120.974 internal_count=2455 1287 1168 is_linear=0 shrinkage=0.00293123 Tree=2705 num_leaves=4 num_cat=0 split_feature=159 1 48 split_gain=10.3332 10.7877 5.5264 threshold=-1.0000000180025095e-35 0.12500000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032979403135543941 -9.6566091218527533e-06 0.00028059904578681258 -0.00035265465855388058 leaf_weight=1.524660937488078 144.06323557521682 17.310872441157699 13.35143862175755 leaf_count=4 1862 198 401 internal_value=0 2.16526e-05 -0.000280769 internal_weight=0 161.374 14.8761 internal_count=2465 2060 405 is_linear=0 shrinkage=0.000348413 Tree=2706 num_leaves=4 num_cat=0 split_feature=12 2 3 split_gain=9.16533 11.4078 7.23741 threshold=0.040165000000000006 0.086635000000000004 0.081025000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017515639969101522 -0.00023016719848785713 3.0767470876130404e-05 -2.0084154257116293e-05 leaf_weight=45.841077218996361 35.819359916145913 46.816896549251396 46.198261599056423 leaf_count=332 834 991 312 internal_value=0 -8.24952e-05 7.72519e-05 internal_weight=0 82.6363 92.0393 internal_count=2469 1825 644 is_linear=0 shrinkage=0.000348413 Tree=2707 num_leaves=4 num_cat=0 split_feature=1456 133 160 split_gain=7.56854 7.76146 0.864553 threshold=1.0000000180025095e-35 0.11264000000000002 -0.11350499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039024120212173373 -0.00025419032771545211 -0.0025872733643383153 -0.0033301499984175757 leaf_weight=163.25077004532795 0.82991753425449122 6.8530937674222505 4.9922757003805591 leaf_count=1974 37 281 179 internal_value=0 0.000268661 -0.00290476 internal_weight=0 170.104 5.82219 internal_count=2471 2255 216 is_linear=0 shrinkage=0.00276216 Tree=2708 num_leaves=4 num_cat=0 split_feature=160 38 15 split_gain=8.42519 7.75156 0.0899957 threshold=-0.25833999999999996 0.10208000000000002 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024993058357628635 3.3760358036505563e-05 -0.00056278244545855606 -0.00043327637488917441 leaf_weight=1.0027696904726324 168.18456989951665 3.0444157700985661 5.5360280075110486 leaf_count=13 2215 33 195 internal_value=0 2.27931e-05 -0.00040984 internal_weight=0 171.229 6.5388 internal_count=2456 2248 208 is_linear=0 shrinkage=0.000377134 Tree=2709 num_leaves=4 num_cat=0 split_feature=1 3 480 split_gain=7.02371 9.87017 5.85974 threshold=0.10098000000000001 -0.12077499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012311711957778109 0.0001026874677140461 -0.00012575054084822102 -0.00032309761778082275 leaf_weight=26.515807147603482 68.426179450470954 82.457898405380547 4.23287648288533 leaf_count=158 579 1749 38 internal_value=0 -6.51311e-05 7.74237e-05 internal_weight=0 108.974 72.6591 internal_count=2524 1907 617 is_linear=0 shrinkage=0.000355382 Tree=2710 num_leaves=3 num_cat=0 split_feature=9 3 split_gain=6.63347 7.38094 threshold=-0.036024999999999995 -0.097754999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0028270113461018017 0.00076644751020472001 -0.00035389124787846277 leaf_weight=4.9466961594298473 50.081704901997 119.72192619583802 leaf_count=76 374 2073 internal_value=0 -2.31724e-05 internal_weight=0 169.804 internal_count=2523 2447 is_linear=0 shrinkage=0.00245272 Tree=2711 num_leaves=4 num_cat=0 split_feature=457 376 1 split_gain=7.41938 8.35465 6.86447 threshold=0.080930000000000016 1.0000000180025095e-35 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036520331442202372 -0.00061874949677410019 0.0023099637913572262 0.0023052447295289153 leaf_weight=131.23135733191157 9.6063377363607305 10.293363952077923 21.008615607395768 leaf_count=2178 93 89 129 internal_value=0 -0.000168961 0.00138884 internal_weight=0 141.525 30.615 internal_count=2489 2267 222 is_linear=0 shrinkage=0.00287375 Tree=2712 num_leaves=4 num_cat=0 split_feature=39 48 43 split_gain=6.71073 9.65951 5.09405 threshold=0.0095750000000000019 0.11951500000000001 -0.048759999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2218940085727273e-05 0.0020063143438729448 -0.0033273904376078579 -0.00083595430500510329 leaf_weight=132.35375426308019 21.367818860802803 8.2137160059064609 7.1747103657107791 leaf_count=2131 200 64 65 internal_value=0 -0.000264924 0.00129138 internal_weight=0 140.567 28.5425 internal_count=2460 2195 265 is_linear=0 shrinkage=0.00293123 Tree=2713 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=11.191 11.2709 2.35942 threshold=0.12337000000000002 0.12649500000000002 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.345900093547528e-06 0.0004477388563394401 -0.00062274096744982597 0.00017413794947695086 leaf_weight=145.46129114698851 7.6660641254857209 4.6509504732675842 13.613237658981232 leaf_count=2196 133 36 98 internal_value=0 -2.88008e-05 0.000274533 internal_weight=0 150.112 21.2793 internal_count=2463 2232 231 is_linear=0 shrinkage=0.00039237 Tree=2714 num_leaves=4 num_cat=0 split_feature=52 403 3 split_gain=7.4811 7.6027 4.05192 threshold=-0.24526499999999998 -0.092224999999999988 -0.24462999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027556948200014196 -0.0023769017625651619 0.00041822016699586681 -0.0022976702337721721 leaf_weight=1.0066569615155447 6.2314964950783169 153.556091280072 10.017546533490529 leaf_count=4 281 1892 267 internal_value=0 0.000307626 -0.00181316 internal_weight=0 159.788 11.0242 internal_count=2444 2173 271 is_linear=0 shrinkage=0.00250177 Tree=2715 num_leaves=4 num_cat=0 split_feature=42 43 132 split_gain=7.40207 8.60885 8.59241 threshold=-0.0044549999999999998 0.25619500000000001 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020908355546857722 0.00045782064809318253 -0.0035496385776985213 0.001255443336480777 leaf_weight=19.399896289338361 140.83598907594569 3.7713782517239443 7.3968229205347589 leaf_count=542 1744 42 120 internal_value=0 0.00035064 -0.00116577 internal_weight=0 144.607 26.7967 internal_count=2448 1786 662 is_linear=0 shrinkage=0.0026549 Tree=2716 num_leaves=4 num_cat=0 split_feature=41 38 15 split_gain=8.2911 8.11444 0.71462 threshold=0.083035000000000012 0.095410000000000009 -0.10106499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4188072553350322e-05 -0.00022265451734182362 -0.00055786059440183838 -0.00045531996987493485 leaf_weight=166.66529575642198 4.1172634977847338 3.4076576046645632 4.8661014549434167 leaf_count=2357 33 34 56 internal_value=0 3.17661e-05 -0.000352738 internal_weight=0 170.073 8.98336 internal_count=2480 2391 89 is_linear=0 shrinkage=0.00039237 Tree=2717 num_leaves=4 num_cat=0 split_feature=15 47 1 split_gain=7.40291 8.7054 6.19382 threshold=0.084050000000000014 0.086380000000000012 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0083077017998289e-05 -0.00036025311364773255 -0.00015950026814890488 0.00014335679365009424 leaf_weight=125.43966879474465 14.677986405557023 33.827216806821525 4.7138484604656687 leaf_count=1329 801 311 29 internal_value=0 1.33658e-05 -0.000237713 internal_weight=0 159.267 19.3918 internal_count=2470 1640 830 is_linear=0 shrinkage=0.000384677 Tree=2718 num_leaves=4 num_cat=0 split_feature=14 0 160 split_gain=7.90545 8.42219 0.799602 threshold=0.076175000000000007 -0.13314999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001604935803367107 -0.00059969848883001701 -2.1387878025884296e-05 -0.00028160790375733564 leaf_weight=51.458510822150856 2.3539825724437833 121.50852270738687 2.7801124788820735 leaf_count=265 36 2083 44 internal_value=0 3.27915e-05 -0.000437139 internal_weight=0 172.967 5.1341 internal_count=2428 2348 80 is_linear=0 shrinkage=0.000377134 Tree=2719 num_leaves=4 num_cat=0 split_feature=160 1429 12 split_gain=8.12068 8.48813 8.30212 threshold=-0.091944999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002459050080074728 -0.0039649622819526303 0.00039009096753253212 -0.0029351924708105942 leaf_weight=2.9356063189916304 3.8316108451690516 154.85754490771797 12.797664088779127 leaf_count=40 94 1996 312 internal_value=0 0.000282215 -0.00191844 internal_weight=0 158.689 15.7333 internal_count=2442 2090 352 is_linear=0 shrinkage=0.00293123 Tree=2720 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=7.6507 8.69008 threshold=0.27266500000000005 -0.51412499999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00052336874116877866 -0.00040136406597703739 6.1211771976896992e-06 leaf_weight=3.9257184462621799 5.3292044769041231 168.11330842325697 leaf_count=30 41 2435 internal_value=0 1.82569e-05 internal_weight=0 172.039 internal_count=2506 2465 is_linear=0 shrinkage=0.000348413 Tree=2721 num_leaves=4 num_cat=0 split_feature=376 1 42 split_gain=9.05293 7.83954 1.45446 threshold=1.0000000180025095e-35 0.14000500000000002 -0.0044549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5801008701531876e-05 7.1563276493646953e-05 0.00033840860833899425 0.00030984482987257011 leaf_weight=155.87727952079149 4.8158368244767216 6.8120848443359128 11.734845127910374 leaf_count=2290 19 79 124 internal_value=0 -3.90734e-05 0.000241458 internal_weight=0 162.689 16.5507 internal_count=2512 2369 143 is_linear=0 shrinkage=0.000362489 Tree=2722 num_leaves=4 num_cat=0 split_feature=14 147 49 split_gain=7.82129 8.448 0.811066 threshold=0.076175000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010513733194276458 -0.0040442419122371075 0.0016802584487662004 -0.0019304106261313341 leaf_weight=147.37273945804918 2.537710283882916 19.433116980362684 2.8607969600707284 leaf_count=2235 24 137 57 internal_value=0 0.000103851 -0.00298606 internal_weight=0 166.806 5.39851 internal_count=2453 2372 81 is_linear=0 shrinkage=0.00255181 Tree=2723 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=7.79794 9.343 2.66265 threshold=0.12337000000000002 -0.10072999999999999 0.14062000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010493762461514871 9.2844056569878916e-05 -7.8540931926459739e-05 0.00033199756902905727 leaf_weight=45.739816984627396 13.700628101825716 110.14245445537381 9.0311500970274192 leaf_count=321 139 1912 92 internal_value=0 -2.4667e-05 0.000189019 internal_weight=0 155.882 22.7318 internal_count=2464 2233 231 is_linear=0 shrinkage=0.000341582 Tree=2724 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=9.31621 9.96407 3.4569 threshold=0.11634000000000001 -0.11437499999999999 -0.23101999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.6734465213389079e-05 -0.00032727699477578653 -9.3317831635400289e-05 0.00019982349549458873 leaf_weight=56.847240534145385 1.3628347814083088 87.195786563272122 30.914431140758097 leaf_count=320 5 1829 312 internal_value=0 -2.22472e-05 0.000176513 internal_weight=0 144.043 32.2773 internal_count=2466 2149 317 is_linear=0 shrinkage=0.000334884 Tree=2725 num_leaves=4 num_cat=0 split_feature=457 39 1 split_gain=8.58536 8.15458 6.86341 threshold=0.080930000000000016 0.0095750000000000019 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.4388448603591155e-05 -0.00011869913538600176 0.00012803135502968539 0.00027207741745635954 leaf_weight=118.47488661122043 8.1537273190915602 26.397149215918034 20.809796721674502 leaf_count=2019 82 226 124 internal_value=0 -5.37937e-05 0.000162034 internal_weight=0 144.872 28.9635 internal_count=2451 2245 206 is_linear=0 shrinkage=0.000362489 Tree=2726 num_leaves=4 num_cat=0 split_feature=14 3 49 split_gain=8.80386 7.77177 0.342689 threshold=0.076175000000000007 -0.10115999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013147786384191381 -0.00063187519450853998 -4.7523152276773851e-05 -0.00038304629922862805 leaf_weight=44.665125641040504 2.1505903042852879 127.6836359561421 2.5165153490379444 leaf_count=287 19 2115 63 internal_value=0 -1.07882e-06 -0.000509824 internal_weight=0 172.349 4.66711 internal_count=2484 2402 82 is_linear=0 shrinkage=0.000369739 Tree=2727 num_leaves=4 num_cat=0 split_feature=160 133 484 split_gain=7.63542 7.69401 0.0507426 threshold=-0.40446999999999994 -0.39935999999999994 0.044540000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032328055741146873 -0.0035963489378274191 0.00022021005413507946 -0.0021036209943156806 leaf_weight=4.6592052039923137 4.0225516426144159 159.50991728709778 1.3083477067993952 leaf_count=132 123 2116 55 internal_value=0 0.000123934 -0.00302854 internal_weight=0 163.532 5.96755 internal_count=2426 2239 187 is_linear=0 shrinkage=0.00276216 Tree=2728 num_leaves=4 num_cat=0 split_feature=15 51 14 split_gain=9.55507 9.77321 1.49616 threshold=-0.37478999999999996 -0.10998999999999999 -0.46166999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010377169114707202 -0.0003526458286539263 -9.7308642715468046e-06 0.00034589209865727407 leaf_weight=5.6393006057478514 12.747774400399065 146.44233456708025 10.765737266279755 leaf_count=49 240 2045 133 internal_value=0 -3.74197e-05 0.00026393 internal_weight=0 159.19 16.405 internal_count=2467 2285 182 is_linear=0 shrinkage=0.000377134 Tree=2729 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=8.03023 13.109 8.79727 threshold=0.098950000000000024 -0.12077499999999998 0.089990000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013919209447547569 0.0015442592715362901 -0.001240541957053019 -0.00068045524543271165 leaf_weight=23.202283747028559 46.395891685504466 71.679093204205856 25.566092751920223 leaf_count=144 436 1681 212 internal_value=0 -0.000595918 0.000754051 internal_weight=0 94.8814 71.962 internal_count=2473 1825 648 is_linear=0 shrinkage=0.00304965 Tree=2730 num_leaves=4 num_cat=0 split_feature=1 16 43 split_gain=8.30157 13.4378 9.0518 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030114014439137416 0.00017494650391908226 8.1252584054920639e-05 -3.0136135372636021e-05 leaf_weight=28.100541837338824 42.10100076533854 21.043458617117722 85.595749317668378 leaf_count=986 403 305 797 internal_value=0 -0.000137587 3.75726e-05 internal_weight=0 49.144 127.697 internal_count=2491 1291 1200 is_linear=0 shrinkage=0.000362489 Tree=2731 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=7.85216 13.4865 9.00873 threshold=0.094405000000000003 -0.097754999999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014028648381256086 0.00018221840460033516 -0.00017585668285858926 -8.3685278195867881e-05 leaf_weight=31.486393926898018 60.071338064968586 60.576600846776273 29.020635498221964 leaf_count=223 560 1525 199 internal_value=0 -6.76937e-05 9.56072e-05 internal_weight=0 92.063 89.092 internal_count=2507 1748 759 is_linear=0 shrinkage=0.00039237 Tree=2732 num_leaves=4 num_cat=0 split_feature=50 4 3 split_gain=8.19032 8.29413 7.075 threshold=0.089390000000000011 0.28064000000000006 0.17646500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3839704124435454e-05 -0.00027974665439500616 0.00018091695451636272 0.00034889756565980332 leaf_weight=128.34912142041139 15.998120237723926 27.396499746944755 1.9998057540506113 leaf_count=1761 416 252 13 internal_value=0 2.05244e-05 -0.000208171 internal_weight=0 155.746 17.9979 internal_count=2442 2013 429 is_linear=0 shrinkage=0.00032188 Tree=2733 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=7.81083 10.8404 9.28595 threshold=-0.074459999999999985 -0.00051499999999999994 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.8954884164586357e-06 -0.0003102747296086841 4.7389665975220168e-06 0.0002670992127109795 leaf_weight=36.205049471813254 16.832654915691819 93.873025003820658 28.985410901950672 leaf_count=667 594 911 279 internal_value=0 -4.34236e-05 0.000114623 internal_weight=0 110.706 65.1905 internal_count=2451 1505 946 is_linear=0 shrinkage=0.000362489 Tree=2734 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=8.40977 13.144 8.47122 threshold=0.083325000000000024 -0.24404999999999996 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.5566726458907841e-05 0.0010730289231653005 -0.0013944651726903073 0.0023008433021682586 leaf_weight=82.426542611676268 18.070751646067947 52.647252526367083 12.323542232159523 leaf_count=615 129 1611 87 internal_value=0 -0.000763241 0.000376069 internal_weight=0 70.718 94.7501 internal_count=2442 1740 702 is_linear=0 shrinkage=0.00250177 Tree=2735 num_leaves=4 num_cat=0 split_feature=15 1 48 split_gain=9.5583 10.1259 8.17065 threshold=0.084050000000000014 0.11239500000000001 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.7205003002812341e-05 -0.00038980178404951504 0.00017458568879981815 -0.00029250230540761699 leaf_weight=144.85144323471468 14.462949175911492 5.1742640165612093 9.6252842417452467 leaf_count=1551 805 27 66 internal_value=0 -0.000240943 1.64643e-05 internal_weight=0 19.6372 154.477 internal_count=2449 832 1617 is_linear=0 shrinkage=0.000348413 Tree=2736 num_leaves=4 num_cat=0 split_feature=124 453 1 split_gain=10.6702 10.534 4.57336 threshold=-0.043384999999999993 1.0000000180025095e-35 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.0485240234249515e-05 -3.9617964986409339e-05 -0.00058524926335124124 0.00033270697933419338 leaf_weight=6.1499385065399137 145.79214202478761 5.1017382205463937 15.484056319575755 leaf_count=37 2220 52 174 internal_value=0 -5.84861e-05 0.000224077 internal_weight=0 150.894 21.634 internal_count=2483 2272 211 is_linear=0 shrinkage=0.000377134 Tree=2737 num_leaves=4 num_cat=0 split_feature=376 16 52 split_gain=7.80939 7.70907 2.11009 threshold=1.0000000180025095e-35 0.26746000000000009 -0.086814999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6546954252764356e-06 0.0002056680612689387 -0.0021226080128270847 0.0025957891407872142 leaf_weight=139.80149440403329 3.902119774837046 14.247422050219027 10.227195634972302 leaf_count=2048 41 282 89 internal_value=0 -0.000195302 0.00194251 internal_weight=0 154.049 14.1293 internal_count=2460 2330 130 is_linear=0 shrinkage=0.00276216 Tree=2738 num_leaves=3 num_cat=0 split_feature=52 1213 split_gain=8.11314 8.56645 threshold=-0.42985499999999993 -0.080769999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0035264922246078063 -0.0039808849970391419 0.00041677505153213526 leaf_weight=6.4945568295079275 5.0731502146227276 159.76817159773782 leaf_count=243 252 1990 internal_value=0 0.000278823 internal_weight=0 164.841 internal_count=2485 2242 is_linear=0 shrinkage=0.00336706 Tree=2739 num_leaves=4 num_cat=0 split_feature=42 44 132 split_gain=7.10259 8.53625 8.19622 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026917240799725745 0.00040641362919742973 -0.0037344582903660094 0.0011975364775439635 leaf_weight=17.565207389183346 134.11393604159821 4.8848861269652835 7.3772134471219024 leaf_count=556 1723 46 127 internal_value=0 0.000258001 -0.00154119 internal_weight=0 138.999 24.9424 internal_count=2452 1769 683 is_linear=0 shrinkage=0.00311064 Tree=2740 num_leaves=4 num_cat=0 split_feature=128 151 2 split_gain=7.1791 6.64886 1.16071 threshold=0.085185000000000025 -0.51118499999999989 0.096325000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053934874804060498 -0.00047495898219868712 3.4693816205811083e-05 -7.9763467569389282e-05 leaf_weight=2.5824026847258201 4.3273758550640187 166.39641949645011 1.3176070405170319 leaf_count=35 146 2259 29 internal_value=0 2.55697e-05 -0.000386061 internal_weight=0 168.979 5.64498 internal_count=2469 2294 175 is_linear=0 shrinkage=0.000362489 Tree=2741 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=7.82555 9.43658 2.77712 threshold=0.12541500000000003 0.088350000000000026 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045642321247824622 0.0032966239464634686 0.0018618132832692582 0.00096121489586365361 leaf_weight=135.39144154201495 6.2332175890915122 16.127959348261356 12.911946299951522 leaf_count=2158 123 114 101 internal_value=0 -0.000208474 0.00173632 internal_weight=0 151.519 19.1452 internal_count=2496 2272 224 is_linear=0 shrinkage=0.00287375 Tree=2742 num_leaves=4 num_cat=0 split_feature=124 3 123 split_gain=6.74455 8.30845 4.99141 threshold=-0.043384999999999993 -0.097754999999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001101879778832311 9.202636268762302e-05 -7.8303045567503112e-05 0.00027497779212551826 leaf_weight=5.1362276603467789 48.489174274262041 106.84393333492335 15.860009649302809 leaf_count=47 358 1902 163 internal_value=0 -2.51046e-05 0.000180671 internal_weight=0 155.333 20.9962 internal_count=2470 2260 210 is_linear=0 shrinkage=0.000341582 Tree=2743 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=8.44433 16.8185 9.69204 threshold=0.090515000000000012 -0.097754999999999995 -0.009184999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013061302620063841 0.00026061437599886051 -0.00022995211807432298 -2.0152815652441432e-06 leaf_weight=27.974032396683469 25.997210047207773 47.703203893906903 72.686053006909788 leaf_count=200 261 1378 624 internal_value=0 -9.66734e-05 6.73891e-05 internal_weight=0 75.6772 98.6833 internal_count=2463 1578 885 is_linear=0 shrinkage=0.000369739 Tree=2744 num_leaves=4 num_cat=0 split_feature=1 15 2 split_gain=8.4177 9.55795 3.22388 threshold=0.11588000000000001 0.084050000000000014 0.14062000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9634056095224518e-06 9.2272083866634991e-05 -0.00026116663669670882 0.00032185150127475072 leaf_weight=126.38236068200786 22.195988892111927 17.419844367541373 10.510059826076029 leaf_count=1350 217 838 104 internal_value=0 -2.48162e-05 0.000166894 internal_weight=0 143.802 32.706 internal_count=2509 2188 321 is_linear=0 shrinkage=0.000341582 Tree=2745 num_leaves=4 num_cat=0 split_feature=131 130 15 split_gain=9.29876 7.82975 3.14158 threshold=0.092620000000000022 1.0000000180025095e-35 -0.18239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035353848683617362 0.0019757571328130681 -0.0030723706567276181 -0.0034443088222221095 leaf_weight=154.36246822460089 1.0059124496765424 6.0914202009444116 8.2698797474149597 leaf_count=1936 37 266 228 internal_value=0 0.000221427 -0.00283998 internal_weight=0 160.454 9.27579 internal_count=2467 2202 265 is_linear=0 shrinkage=0.00298985 Tree=2746 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=8.51578 13.2521 13.0657 threshold=-0.13763499999999998 0.12230500000000001 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014966204415400142 -0.00020956557001366674 -0.00037920650853954282 2.2537056908437043e-05 leaf_weight=49.812197399325669 50.73737688944675 6.3923855163156977 69.886731318896636 leaf_count=314 1338 34 791 internal_value=0 8.88772e-05 -7.51947e-05 internal_weight=0 56.2046 120.624 internal_count=2477 348 2129 is_linear=0 shrinkage=0.000348413 Tree=2747 num_leaves=3 num_cat=0 split_feature=14 52 split_gain=8.24732 7.95228 threshold=0.086645000000000014 -0.51498499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039616760535483522 -0.00058086838231725002 4.8829651712214322e-05 leaf_weight=5.7992825394030652 3.0479466416873029 169.68940072145779 leaf_count=174 39 2239 internal_value=0 3.38808e-05 internal_weight=0 175.489 internal_count=2452 2413 is_linear=0 shrinkage=0.000377134 Tree=2748 num_leaves=4 num_cat=0 split_feature=12 49 474 split_gain=11.2405 12.5148 7.18131 threshold=0.084045000000000022 -0.047749999999999994 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.4549042405751699e-05 0.00012386323320544423 -0.0002094649656505169 0.00029102290202642046 leaf_weight=87.188572344603017 19.397104945033789 52.612875878403429 14.858556239865718 leaf_count=718 133 1537 103 internal_value=0 -0.000119624 6.36254e-05 internal_weight=0 72.01 102.047 internal_count=2491 1670 821 is_linear=0 shrinkage=0.000355382 Tree=2749 num_leaves=4 num_cat=0 split_feature=14 156 14 split_gain=7.96493 7.04465 0.536407 threshold=0.076175000000000007 0.11896500000000002 0.08840000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022437220942401459 -0.0024706853262895009 -0.0042932387037250006 -0.0046944119079069865 leaf_weight=166.17449850216508 2.2862105080857864 2.7885006633587173 2.2596437567844987 leaf_count=2326 43 71 34 internal_value=0 0.000147022 -0.00366233 internal_weight=0 168.963 4.54585 internal_count=2474 2397 77 is_linear=0 shrinkage=0.00287375 Tree=2750 num_leaves=4 num_cat=0 split_feature=150 0 2 split_gain=8.6348 13.0242 10.0557 threshold=0.081245000000000026 -0.022489999999999996 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011404315510856088 -7.5648990252592875e-05 0.00014338530880422888 0.00027656420524572984 leaf_weight=96.119728792924434 17.388119077775627 35.190492815803736 27.216922109946609 leaf_count=1864 157 244 174 internal_value=0 -4.49902e-05 0.000139417 internal_weight=0 131.31 44.605 internal_count=2439 2108 331 is_linear=0 shrinkage=0.000362489 Tree=2751 num_leaves=4 num_cat=0 split_feature=2 150 0 split_gain=8.33265 11.4588 8.92935 threshold=0.090510000000000021 0.082295000000000021 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016391214926088729 2.5063546750164768e-06 0.0003017333342291849 0.00014887945367715469 leaf_weight=58.77157617174089 77.525378577876836 24.948011730797589 17.428957194555551 leaf_count=1260 896 159 149 internal_value=0 7.56055e-05 -9.22555e-05 internal_weight=0 102.473 76.2005 internal_count=2464 1055 1409 is_linear=0 shrinkage=0.000384677 Tree=2752 num_leaves=4 num_cat=0 split_feature=16 1 43 split_gain=10.5147 8.86077 4.57082 threshold=0.26746000000000009 1.0000000180025095e-35 0.12266000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011293997931252484 -0.0003509197829252498 7.6341172921733119e-05 0.00013354418429326401 leaf_weight=44.418410638696514 14.696096378145741 120.17651961464435 3.0313800035510203 leaf_count=1174 270 1045 26 internal_value=0 2.52188e-05 -0.000267759 internal_weight=0 164.595 17.7275 internal_count=2515 2219 296 is_linear=0 shrinkage=0.000362489 Tree=2753 num_leaves=4 num_cat=0 split_feature=13 1 12 split_gain=10.8415 11.4316 2.62782 threshold=-0.24588999999999997 1.0000000180025095e-35 -0.040564999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4820317234256017e-05 -0.00020357840716057633 2.2926868646934534e-05 0.00039130308365773955 leaf_weight=3.8690820010378948 41.005364429205656 117.45839404640719 10.623126937542109 leaf_count=60 1253 1088 70 internal_value=0 -3.57878e-05 0.000297127 internal_weight=0 158.464 14.4922 internal_count=2471 2341 130 is_linear=0 shrinkage=0.000369739 Tree=2754 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=9.1742 14.2213 9.69608 threshold=-0.075434999999999988 -0.10161999999999997 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025157350446507128 -0.0034017700349552827 -0.002345684284307327 0.0013054835270256266 leaf_weight=69.259379789233208 4.8379272734164251 32.289885279547889 62.604218651424162 leaf_count=490 135 1247 616 internal_value=0 -0.000575957 0.000962733 internal_weight=0 101.549 67.4421 internal_count=2488 1737 751 is_linear=0 shrinkage=0.00323631 Tree=2755 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=7.19598 12.006 11.1324 threshold=0.10114000000000002 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010115788854472923 0.0013731396073395595 -0.0011942078474988663 -0.0010657330357774595 leaf_weight=26.748016154393554 46.187594091054052 72.338528879568912 21.777661718428135 leaf_count=165 454 1685 158 internal_value=0 -0.000598295 0.0005912 internal_weight=0 99.0865 67.9653 internal_count=2462 1850 612 is_linear=0 shrinkage=0.0028174 Tree=2756 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=7.61928 8.57981 6.17445 threshold=-0.0068949999999999992 0.10423500000000001 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033929845380004082 -2.6074358155633523e-05 0.00013941861738797629 0.00024319465714350437 leaf_weight=11.666672752005978 106.17087267222814 59.115097670815885 2.6335403881967059 leaf_count=393 1599 494 13 internal_value=0 3.31691e-05 -0.00023097 internal_weight=0 165.286 14.3002 internal_count=2499 2093 406 is_linear=0 shrinkage=0.000348413 Tree=2757 num_leaves=4 num_cat=0 split_feature=15 1429 49 split_gain=7.85308 6.67238 6.00668 threshold=0.084050000000000014 -1.0000000180025095e-35 -0.14750499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043146633358745652 0.00010502866837501106 2.8442008416115633e-05 -0.00038070159911386214 leaf_weight=4.7101488349726415 5.1198533987626442 146.02645150327589 13.727519521024078 leaf_count=119 33 1514 790 internal_value=0 1.37614e-05 -0.000248913 internal_weight=0 150.737 18.8474 internal_count=2456 1633 823 is_linear=0 shrinkage=0.000384677 Tree=2758 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=7.18827 11.5683 8.68787 threshold=-0.097754999999999995 -0.077774999999999983 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016672938924657803 -0.0022799779158722325 3.3459434814352254e-05 -0.0010061951166980393 leaf_weight=35.80308159487322 21.542056597245391 101.60914209653856 13.845795933622865 leaf_count=251 1072 1037 132 internal_value=0 -0.000372919 0.00092114 internal_weight=0 123.151 49.6489 internal_count=2492 2109 383 is_linear=0 shrinkage=0.00287375 Tree=2759 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=8.34689 10.3573 threshold=-0.42985499999999993 -0.060094999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038212372218551452 -1.5416314918458992e-05 0.00018075193610960004 leaf_weight=6.1953346424270412 119.61419148853747 50.089766040444374 leaf_count=222 1902 344 internal_value=0 4.25656e-05 internal_weight=0 169.704 internal_count=2468 2246 is_linear=0 shrinkage=0.000362489 Tree=2760 num_leaves=4 num_cat=0 split_feature=160 52 2 split_gain=7.17081 7.34229 6.7041 threshold=-0.090969999999999981 -0.42985499999999993 0.10864500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029906334195834048 -0.003059350508837072 0.00028432424654771592 0.0010947411159573117 leaf_weight=12.211772422655487 5.7591591476229942 145.03928988106782 4.7259186718147239 leaf_count=305 220 1839 64 internal_value=0 0.00015445 -0.00185104 internal_weight=0 150.798 16.9377 internal_count=2428 2059 369 is_linear=0 shrinkage=0.00293123 Tree=2761 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=9.2624 11.1993 1.32935 threshold=-0.49367499999999992 -0.018054999999999998 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018114754362409376 -2.9865247304501441e-05 0.00021010430350437375 -0.00043347025933614065 leaf_weight=4.9144311044365168 134.05593047221191 28.538122901692986 5.7855235841125232 leaf_count=43 2164 172 86 internal_value=0 1.23692e-05 -0.000320656 internal_weight=0 162.594 10.7 internal_count=2465 2336 129 is_linear=0 shrinkage=0.000348413 Tree=2762 num_leaves=4 num_cat=0 split_feature=1 4 13 split_gain=9.40276 12.1974 7.81564 threshold=0.090515000000000012 -0.10092 -0.083694999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001065943634558634 0.00026289829149199652 -0.00020313429452476335 2.013736195743625e-05 leaf_weight=28.092286685481668 25.286030096467584 50.363915693480521 73.385690001770854 leaf_count=166 218 1444 655 internal_value=0 -9.2238e-05 8.25758e-05 internal_weight=0 78.4562 98.6717 internal_count=2483 1610 873 is_linear=0 shrinkage=0.000377134 Tree=2763 num_leaves=4 num_cat=0 split_feature=14 3 16 split_gain=7.23076 6.98047 0.985564 threshold=0.076175000000000007 -0.10628499999999998 -0.034884999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011621550559792564 -0.0018067450526894091 -0.00019423591873946695 -0.0043251842331085881 leaf_weight=39.714178465306759 2.6598190888762474 123.44638244051021 2.7358875074423841 leaf_count=266 44 2111 41 internal_value=0 0.000136488 -0.00314569 internal_weight=0 163.161 5.39571 internal_count=2462 2377 85 is_linear=0 shrinkage=0.0028174 Tree=2764 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=8.25881 8.44786 2.70799 threshold=0.11588000000000001 0.091315000000000021 -0.073984999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5193212956799301e-05 0.00033909459703499589 -0.00024920342814746543 0.00011153967077433078 leaf_weight=118.82225279312115 10.3637379235588 19.074601871834602 23.133781226351857 leaf_count=1668 153 429 179 internal_value=0 -2.1552e-05 0.000182838 internal_weight=0 137.897 33.4975 internal_count=2429 2097 332 is_linear=0 shrinkage=0.000369739 Tree=2765 num_leaves=4 num_cat=0 split_feature=51 0 4 split_gain=8.27402 7.80944 4.925 threshold=-0.10998999999999999 -0.060644999999999991 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035481746726839222 -2.7136524705996214e-05 0.00013637098076756644 0.00019970690002488927 leaf_weight=10.8132920631906 115.32446275115944 48.253244123421609 2.1782768694683901 leaf_count=219 1895 368 18 internal_value=0 2.11563e-05 -0.000260929 internal_weight=0 163.578 12.9916 internal_count=2500 2263 237 is_linear=0 shrinkage=0.000341582 Tree=2766 num_leaves=4 num_cat=0 split_feature=484 15 3 split_gain=7.64727 8.32682 4.73111 threshold=-0.0068949999999999992 -0.24269999999999997 0.11762000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031678472420095098 0.0022979790159381713 -1.0785513310904589e-05 0.0010568995577179994 leaf_weight=9.8278656408656371 15.418260421603916 138.48204669798724 3.0497604347765437 leaf_count=368 195 1871 15 internal_value=0 0.000222017 -0.00216683 internal_weight=0 153.9 12.8776 internal_count=2449 2066 383 is_linear=0 shrinkage=0.00298985 Tree=2767 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=8.08045 8.4275 7.83633 threshold=0.092135000000000009 -0.070104999999999987 0.088215000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016789941692337815 8.4247084427034166e-05 7.8449964333365379e-05 -0.00032403545057913246 leaf_weight=55.089480545255356 88.506778637878597 24.188989706337452 5.990034408401697 leaf_count=1251 948 225 64 internal_value=0 -9.27301e-05 5.80137e-05 internal_weight=0 79.2785 94.4968 internal_count=2488 1476 1012 is_linear=0 shrinkage=0.000348413 Tree=2768 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=8.35245 10.3501 7.22302 threshold=0.098950000000000024 -0.10092 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00087707117067517321 0.0010853193564732834 -0.0011358518874471843 -0.0015975494493812134 leaf_weight=29.030715031083673 62.748506814241409 66.615425692754798 9.0208173710852844 leaf_count=186 600 1617 53 internal_value=0 -0.000524574 0.000746141 internal_weight=0 95.6461 71.7693 internal_count=2456 1803 653 is_linear=0 shrinkage=0.0028174 Tree=2769 num_leaves=4 num_cat=0 split_feature=12 43 132 split_gain=7.77005 10.5339 6.67994 threshold=0.084045000000000022 -0.51412499999999983 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028221478667008479 0.0047401872331247425 -0.001054476132112532 0.0028358793312889931 leaf_weight=89.606998343719169 2.9481959096156052 63.503954767133109 10.553129247389732 leaf_count=733 24 1628 80 internal_value=0 -0.000789851 0.000554142 internal_weight=0 66.4522 100.16 internal_count=2465 1652 813 is_linear=0 shrinkage=0.00304965 Tree=2770 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=8.38544 7.56812 0.110804 threshold=-0.40446999999999994 0.090880000000000016 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021828493413967548 4.8331669914091867e-05 -0.00034240901171178438 -0.00040860797671914649 leaf_weight=0.88114808592945326 164.59946846775711 6.3966494404012328 5.2544471712317309 leaf_count=14 2074 200 183 internal_value=0 3.35003e-05 -0.000385677 internal_weight=0 170.996 6.1356 internal_count=2471 2274 197 is_linear=0 shrinkage=0.000355382 Tree=2771 num_leaves=4 num_cat=0 split_feature=52 456 12 split_gain=7.7994 6.786 1.37 threshold=-0.40306999999999998 0.087015000000000023 -0.041094999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00094794022996240522 0.0003705977654805313 -0.0028769691028365796 -0.0036984063374290634 leaf_weight=0.78859119070693839 157.22721539024496 7.8624486150220028 7.217395624436902 leaf_count=9 2100 122 253 internal_value=0 0.000214086 -0.00323398 internal_weight=0 165.09 8.00599 internal_count=2484 2222 262 is_linear=0 shrinkage=0.0034344 Tree=2772 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=7.76679 10.7955 8.53848 threshold=0.090510000000000021 -0.060094999999999989 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014732902395206595 9.5043116781427307e-05 0.0014833758821376291 0.0022905070213697369 leaf_weight=53.470054135948885 74.003908742626663 16.950672836508602 24.654356652870774 leaf_count=1256 916 147 172 internal_value=0 -0.000760379 0.000645657 internal_weight=0 70.4207 98.6583 internal_count=2491 1403 1088 is_linear=0 shrinkage=0.00323631 Tree=2773 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=9.40016 9.72289 threshold=0.27266500000000005 -0.51412499999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0057008082779820132 -0.0042944360179129797 -1.6457712577853455e-05 leaf_weight=2.5929765701293936 4.4024477628990999 156.49723597773118 leaf_count=19 36 2406 internal_value=0 8.06706e-05 internal_weight=0 159.09 internal_count=2461 2425 is_linear=0 shrinkage=0.00298985 Tree=2774 num_leaves=4 num_cat=0 split_feature=11 133 43 split_gain=7.44352 6.47183 2.12458 threshold=0.087830000000000005 0.10637000000000002 -0.08921999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025026463010270714 -0.0040257808488940406 -0.0022243418214143787 -0.0013125047307514601 leaf_weight=147.85916926380014 3.8368955962359905 8.7815319771761988 5.8705844627693278 leaf_count=2017 25 347 65 internal_value=0 0.000110044 -0.00241861 internal_weight=0 156.641 9.70748 internal_count=2454 2364 90 is_linear=0 shrinkage=0.0028174 Tree=2775 num_leaves=4 num_cat=0 split_feature=457 1 43 split_gain=8.18919 7.08789 6.64524 threshold=0.069910000000000014 0.088435000000000014 0.25619500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019980657744972084 -0.00048394586047274091 0.0026708363393564112 -0.0039760786848115582 leaf_weight=134.63423994474579 11.454188209492715 18.919145997613668 4.7493786040577097 leaf_count=2100 95 115 141 internal_value=0 0.00148372 -0.000331568 internal_weight=0 30.3733 139.384 internal_count=2451 210 2241 is_linear=0 shrinkage=0.00317285 Tree=2776 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=6.2559 8.13836 threshold=0.16946000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014544578773514299 0.0035985695924596775 0.00026765257014651052 leaf_weight=25.752836855594069 3.805469984188675 137.9091392030241 leaf_count=684 20 1775 internal_value=0 -4.13719e-06 internal_weight=0 163.662 internal_count=2479 2459 is_linear=0 shrinkage=0.0028174 Tree=2777 num_leaves=4 num_cat=0 split_feature=42 1429 484 split_gain=7.94968 7.45451 6.11168 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.085225000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027196216256314253 -0.0042186654902051281 0.00035421594174685943 0.0019692271423522542 leaf_weight=20.508991009730384 4.407176718406844 136.91298184491461 4.0032977049704632 leaf_count=653 115 1677 45 internal_value=0 0.00020838 -0.00194838 internal_weight=0 141.32 24.5123 internal_count=2490 1792 698 is_linear=0 shrinkage=0.00350309 Tree=2778 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=6.66887 7.8512 7.11312 threshold=-0.0068949999999999992 -0.24269999999999997 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031906342173563157 0.00025650107637011782 2.6079355823346561e-07 0.00029875593737826214 leaf_weight=12.420634701498782 15.319500353187321 145.50701554690022 2.5381138846278182 leaf_count=397 185 1893 14 internal_value=0 2.48304e-05 -0.000212795 internal_weight=0 160.827 14.9587 internal_count=2489 2078 411 is_linear=0 shrinkage=0.000341582 Tree=2779 num_leaves=3 num_cat=0 split_feature=1374 46 split_gain=7.27573 7.53806 threshold=0.091490000000000016 0.084955000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031066049245780412 -0.0035535035862343293 -0.004127971853323969 leaf_weight=158.61614367965376 5.486796172335743 3.9994524307548991 leaf_count=2372 45 33 internal_value=0 0.000198729 internal_weight=0 162.616 internal_count=2450 2405 is_linear=0 shrinkage=0.00323631 Tree=2780 num_leaves=4 num_cat=0 split_feature=2 1429 11 split_gain=8.81795 10.1277 9.16908 threshold=0.097940000000000013 0.084690000000000015 0.089270000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012310224144521594 0.00011446756444297211 0.00024320110068564579 -0.00037543241060608411 leaf_weight=84.899345746205654 69.727997268026229 10.631840592599472 5.0746640758588901 leaf_count=1622 686 103 59 internal_value=0 -8.20987e-05 8.0721e-05 internal_weight=0 95.5312 74.8027 internal_count=2470 1725 745 is_linear=0 shrinkage=0.000355382 Tree=2781 num_leaves=4 num_cat=0 split_feature=13 457 41 split_gain=6.66808 8.28186 4.02832 threshold=-0.10939499999999998 0.069910000000000014 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024320545771932956 -6.3403471824024528e-05 0.00015041063147677754 -3.417876584477493e-05 leaf_weight=22.009216487640519 113.35687730374048 28.547509298659861 9.3955280650407058 leaf_count=171 2039 198 72 internal_value=0 -2.03049e-05 0.000160392 internal_weight=0 141.904 31.4047 internal_count=2480 2237 243 is_linear=0 shrinkage=0.000355382 Tree=2782 num_leaves=4 num_cat=0 split_feature=50 15 12 split_gain=7.01855 7.6089 5.92741 threshold=0.085685000000000011 -0.25061999999999995 -0.077034999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025967206451615239 0.0023935955662691909 -2.3445632775599998e-05 -0.0028145369423694948 leaf_weight=13.129297538660465 2.7437699213624027 137.3513944070437 14.829270407557486 leaf_count=169 24 1812 447 internal_value=0 0.000206922 -0.00199136 internal_weight=0 150.481 17.573 internal_count=2452 1981 471 is_linear=0 shrinkage=0.00330104 Tree=2783 num_leaves=4 num_cat=0 split_feature=159 4 52 split_gain=6.4874 7.32948 3.76959 threshold=-0.032739999999999991 0.46168000000000003 0.63864000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028649882792272071 2.1121337617787202e-05 0.0029107617043526907 0.0014853623404500282 leaf_weight=11.483775061613413 142.01863383379532 9.7181097981519979 2.4700247251894316 leaf_count=324 1988 157 15 internal_value=0 0.000208201 -0.00208922 internal_weight=0 151.737 13.9538 internal_count=2484 2145 339 is_linear=0 shrinkage=0.00323631 Tree=2784 num_leaves=4 num_cat=0 split_feature=11 1375 0 split_gain=7.53881 7.45426 3.34534 threshold=0.089270000000000002 -1.0000000180025095e-35 -0.061684999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024851417717329277 -0.0051846787666635823 0.00039187074935668592 -0.00094881974439974556 leaf_weight=9.9436377410311234 3.7373320288024843 152.23845810099738 4.0892434362322083 leaf_count=111 30 2287 46 internal_value=0 0.000213884 -0.00301612 internal_weight=0 162.182 7.82658 internal_count=2474 2398 76 is_linear=0 shrinkage=0.00323631 Tree=2785 num_leaves=4 num_cat=0 split_feature=1 14 3 split_gain=6.78229 8.65903 0.948159 threshold=0.13662500000000002 0.076175000000000007 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3593180631427123e-05 0.0036747951632171414 -0.0047433122811853749 0.0016304474073658654 leaf_weight=153.93795358674834 5.153737935703246 4.3328794292174271 5.6690252376720309 leaf_count=2277 57 73 69 internal_value=0 -0.000110168 0.00263161 internal_weight=0 158.271 10.8228 internal_count=2476 2350 126 is_linear=0 shrinkage=0.00336706 Tree=2786 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=7.60319 8.74897 2.11954 threshold=0.12337000000000002 0.091735000000000025 0.10449500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3293165038061372e-05 0.00032173967703327019 -0.0002317312676110766 8.4729479521075755e-05 leaf_weight=131.43221029028064 11.234793945681306 23.366862518130802 9.653189786244182 leaf_count=1814 133 473 107 internal_value=0 -2.38339e-05 0.000213243 internal_weight=0 154.799 20.888 internal_count=2527 2287 240 is_linear=0 shrinkage=0.000369739 Tree=2787 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=6.63561 7.78208 threshold=-1.0000000180025095e-35 0.10040000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0036706470329627692 -0.00072818473556403101 0.00068228905119165919 leaf_weight=4.6948658633045843 90.136947824910749 69.753432685567532 leaf_count=73 1665 690 internal_value=0 -0.000112808 internal_weight=0 159.89 internal_count=2428 2355 is_linear=0 shrinkage=0.00317285 Tree=2788 num_leaves=4 num_cat=0 split_feature=1213 1365 4 split_gain=7.56167 6.88099 2.96216 threshold=-1.0000000180025095e-35 0.085235000000000019 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019941877073617444 0.00021092058112949399 -0.0038870378721894503 -0.003017162496773901 leaf_weight=1.0172542631626118 152.95255280839046 3.3485076371580353 8.7130912059219536 leaf_count=4 2049 41 391 internal_value=0 0.000120409 -0.00247653 internal_weight=0 156.301 9.73035 internal_count=2485 2090 395 is_linear=0 shrinkage=0.00287375 Tree=2789 num_leaves=4 num_cat=0 split_feature=4 0 151 split_gain=10.1957 10.88 6.71046 threshold=0.27626000000000001 -0.10674499999999999 -0.15710999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7796460150591429e-05 -0.00028046516536266972 -0.00012054631858848656 0.00026046175918271146 leaf_weight=52.451359447557479 3.3339392803609398 88.123187564546242 24.859050880651921 leaf_count=328 19 1844 255 internal_value=0 -4.28012e-05 0.000195638 internal_weight=0 140.575 28.193 internal_count=2446 2172 274 is_linear=0 shrinkage=0.000362489 Tree=2790 num_leaves=4 num_cat=0 split_feature=42 1456 124 split_gain=10.044 7.71368 1.56718 threshold=-0.094329999999999983 -1.0000000180025095e-35 -0.076779999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.8862452625704136e-05 -0.00039938692805033531 4.1192074790855327e-05 -0.00044001130798687756 leaf_weight=1.8761353772133587 5.5155394911998874 157.03480743523687 7.501321070303673 leaf_count=12 206 2037 199 internal_value=0 2.5978e-05 -0.00036535 internal_weight=0 162.55 9.37746 internal_count=2454 2243 211 is_linear=0 shrinkage=0.000369739 Tree=2791 num_leaves=4 num_cat=0 split_feature=3 147 12 split_gain=10.0327 7.97772 1.14004 threshold=0.18307500000000002 1.0000000180025095e-35 -0.040564999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3394496588129807e-05 0.00018032954078760186 0.00019020518280848912 0.00044166858464657159 leaf_weight=149.12134583573788 3.4757179412990808 20.959534955210984 6.3710720897652191 leaf_count=2205 58 128 57 internal_value=0 -1.45012e-05 0.000352486 internal_weight=0 170.081 9.84679 internal_count=2448 2333 115 is_linear=0 shrinkage=0.000355382 Tree=2792 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=7.32452 6.68921 1.84358 threshold=0.18307500000000002 -0.10674499999999999 -0.11749 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1830892740312307e-05 0.00012810518981863219 -6.2025191977186213e-05 0.00042831209550446087 leaf_weight=66.503661618102342 4.2054828288964927 101.54061195149552 4.8553594709373993 leaf_count=370 58 1955 56 internal_value=0 -9.03898e-06 0.000292239 internal_weight=0 168.044 9.06084 internal_count=2439 2325 114 is_linear=0 shrinkage=0.000328318 Tree=2793 num_leaves=4 num_cat=0 split_feature=12 13 3 split_gain=8.05489 8.88091 7.12936 threshold=0.084045000000000022 -0.47860499999999995 0.081025000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014214740074345613 0.00043053212623218965 -0.00013776804636221165 -5.2874977801715107e-05 leaf_weight=54.762004730640911 3.7170759607106438 65.244208265736233 44.60642760945484 leaf_count=505 14 1648 304 internal_value=0 -0.000106488 5.4641e-05 internal_weight=0 68.9613 99.3684 internal_count=2471 1662 809 is_linear=0 shrinkage=0.000362489 Tree=2794 num_leaves=4 num_cat=0 split_feature=43 13 52 split_gain=7.80848 8.08812 1.35285 threshold=0.2506000000000001 -0.10939499999999998 -0.087044999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019294067322761459 -7.3952323312398595e-05 -1.69351658224408e-05 -0.00048578764674689091 leaf_weight=26.297350290697068 1.2906375145539639 142.82266197144054 4.3924751406302667 leaf_count=200 25 2089 118 internal_value=0 1.58056e-05 -0.000395496 internal_weight=0 169.12 5.68311 internal_count=2432 2289 143 is_linear=0 shrinkage=0.000348413 Tree=2795 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=8.71127 13.94 12.9736 threshold=-0.10191999999999998 -0.075969999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013392199984527928 -0.00029290791367772107 1.0742625560024896e-05 -0.00040642983462126466 leaf_weight=67.914870204869658 29.666112229693681 67.535857979091816 6.5613161339424542 leaf_count=440 1200 771 33 internal_value=0 -8.21621e-05 8.57786e-05 internal_weight=0 97.202 74.4762 internal_count=2444 1971 473 is_linear=0 shrinkage=0.000369739 Tree=2796 num_leaves=4 num_cat=0 split_feature=15 13 148 split_gain=7.7679 7.41689 6.69072 threshold=0.084050000000000014 0.14530000000000001 -0.084064999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040717811613822139 -0.00032867863204407978 0.00018037327576715347 3.8799969971286741e-05 leaf_weight=4.2661461881361893 15.315348053874915 4.6414156393147996 143.81767362839309 leaf_count=49 791 55 1577 internal_value=0 -0.000209941 2.56539e-05 internal_weight=0 19.9568 148.084 internal_count=2472 846 1626 is_linear=0 shrinkage=0.000355382 Tree=2797 num_leaves=4 num_cat=0 split_feature=13 39 16 split_gain=8.12431 9.29744 2.01914 threshold=-0.24588999999999997 0.0095750000000000019 0.19444000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039336174249933692 -6.6964243418277212e-05 0.00017867786807570114 8.2568622614190442e-05 leaf_weight=8.8890822194516641 125.28944248182233 27.757116392953321 4.8221197724342337 leaf_count=101 2077 247 17 internal_value=0 -2.23156e-05 0.000285612 internal_weight=0 153.047 13.7112 internal_count=2442 2324 118 is_linear=0 shrinkage=0.000384677 Tree=2798 num_leaves=4 num_cat=0 split_feature=123 13 42 split_gain=7.84603 8.31295 4.31937 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015426394172728347 -0.00020182599222113269 -7.7993647798348841e-05 0.00027286926823959115 leaf_weight=26.365411481820047 3.1097481474280384 127.28142329468392 18.526830708608031 leaf_count=211 18 2060 195 internal_value=0 -3.80555e-05 0.000203955 internal_weight=0 153.647 21.6366 internal_count=2484 2271 213 is_linear=0 shrinkage=0.000377134 Tree=2799 num_leaves=3 num_cat=0 split_feature=160 484 split_gain=7.49675 8.02496 threshold=-0.40446999999999994 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044112749376833165 -0.00026520032113710432 3.9104945447492983e-05 leaf_weight=5.4170434097759417 13.863279169134328 155.56152481818572 leaf_count=181 397 1896 internal_value=0 1.40463e-05 internal_weight=0 169.425 internal_count=2474 2293 is_linear=0 shrinkage=0.000384677 Tree=2800 num_leaves=4 num_cat=0 split_feature=1 14 2 split_gain=7.25536 6.78191 2.84026 threshold=0.12337000000000002 0.076175000000000007 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015000781828261413 0.00093345851070005166 -0.0047041590188763513 0.003699684314026867 leaf_weight=140.71338633575942 12.956176554784181 4.3702506590634576 7.9569469201378515 leaf_count=2137 142 77 92 internal_value=0 -0.000290711 0.00200004 internal_weight=0 145.084 20.9131 internal_count=2448 2214 234 is_linear=0 shrinkage=0.00364461 Tree=2801 num_leaves=3 num_cat=0 split_feature=1365 14 split_gain=6.28865 6.58689 threshold=0.084635000000000016 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00059910044952607715 -0.0048062293778348324 -0.0044765454211859951 leaf_weight=161.98775344155729 4.3257542799692592 4.8892757911235085 leaf_count=2294 46 81 internal_value=0 0.000447489 internal_weight=0 166.877 internal_count=2421 2375 is_linear=0 shrinkage=0.00435565 Tree=2802 num_leaves=3 num_cat=0 split_feature=44 1375 split_gain=8.67812 7.59654 threshold=1.0000000180025095e-35 0.10283000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024114255539388045 -0.0046341735764707254 -0.0054863688437952604 leaf_weight=160.93629571486963 4.6971419658511868 2.7808957868255666 leaf_count=2429 43 23 internal_value=0 0.000140172 internal_weight=0 163.717 internal_count=2495 2452 is_linear=0 shrinkage=0.00350309 Tree=2803 num_leaves=4 num_cat=0 split_feature=15 157 13 split_gain=8.36098 9.71326 7.43719 threshold=0.084050000000000014 -0.084489999999999996 -0.24588999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036298319967230084 0.0067463280161770981 0.00045702019435397328 -0.0027311370926152425 leaf_weight=7.1032707506092256 0.92969928216189401 139.17068232153542 17.235112349502742 leaf_count=173 7 1447 828 internal_value=0 0.000255932 -0.00220771 internal_weight=0 146.274 18.1648 internal_count=2455 1620 835 is_linear=0 shrinkage=0.0034344 Tree=2804 num_leaves=4 num_cat=0 split_feature=160 14 52 split_gain=6.6259 6.30846 0.0884247 threshold=-0.40446999999999994 0.062655000000000016 0.2800700000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021709369767878997 0.00013486007141372196 -0.0034535293272551582 -0.003627982102750647 leaf_weight=1.1557505564996962 155.78918928577332 4.777202623197808 4.467901160242036 leaf_count=51 2210 69 141 internal_value=0 2.57654e-05 -0.00337676 internal_weight=0 160.566 5.62365 internal_count=2471 2279 192 is_linear=0 shrinkage=0.00311064 Tree=2805 num_leaves=4 num_cat=0 split_feature=128 124 52 split_gain=6.4652 7.48311 1.76739 threshold=1.0000000180025095e-35 -0.043384999999999993 -0.14986499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022324802064564413 -6.5178848121463371e-06 -6.9511123740743064e-06 -0.00044282084221518634 leaf_weight=20.103649879805744 1.5371703824494032 151.37522308633197 4.8782575830118722 leaf_count=200 33 2053 155 internal_value=0 2.01648e-05 -0.000340185 internal_weight=0 171.479 6.41543 internal_count=2441 2253 188 is_linear=0 shrinkage=0.000355382 Tree=2806 num_leaves=4 num_cat=0 split_feature=147 43 52 split_gain=8.49599 8.55639 2.24619 threshold=0.08598500000000002 -0.074459999999999985 -0.0059799999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007637361834133122 0.00047608693055827532 -0.00076568150416218134 0.0028240166686314579 leaf_weight=54.759261971339583 5.6554963430389789 89.426780178386252 11.7036519004032 leaf_count=905 62 1386 67 internal_value=0 -0.000184694 0.00206703 internal_weight=0 144.186 17.3591 internal_count=2420 2291 129 is_linear=0 shrinkage=0.00304965 Tree=2807 num_leaves=4 num_cat=0 split_feature=123 457 42 split_gain=6.97568 7.60022 4.48117 threshold=1.0000000180025095e-35 0.080930000000000016 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063585096689153112 -0.0015316366007343655 0.0013874073680931142 0.0025121153049945553 leaf_weight=120.85551718558418 3.5698667448014048 24.185993839520961 16.319225628860295 leaf_count=2086 21 159 190 internal_value=0 -0.000297658 0.0017818 internal_weight=0 145.042 19.8891 internal_count=2456 2245 211 is_linear=0 shrinkage=0.00330104 Tree=2808 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=7.25814 11.6458 9.1139 threshold=0.28064000000000006 1.0000000180025095e-35 0.11926500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2082363437091186e-05 0.00023388210610538485 -0.00040997901567478134 -0.00029356867578714648 leaf_weight=131.68934414465912 24.029293565545235 9.0695967124775034 4.442295152693986 leaf_count=2085 241 136 24 internal_value=0 -3.80257e-05 0.000150759 internal_weight=0 140.759 28.4716 internal_count=2486 2221 265 is_linear=0 shrinkage=0.000341582 Tree=2809 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=7.69599 8.63433 6.4075 threshold=0.11530500000000002 0.084050000000000014 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019205744854770943 -0.0044131112447616302 -0.0024033367572205656 0.0019765645047788698 leaf_weight=119.76295530243078 1.701621452346443 15.698056849301791 32.312225842382759 leaf_count=1317 8 822 332 internal_value=0 -0.000110449 0.00164348 internal_weight=0 135.461 34.0138 internal_count=2479 2139 340 is_linear=0 shrinkage=0.00330104 Tree=2810 num_leaves=4 num_cat=0 split_feature=4 0 16 split_gain=6.33637 11.4026 4.44384 threshold=-0.49367499999999992 -0.0019449999999999999 0.37626500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0036937784130841038 -0.00014652155800436587 0.0023439936177576236 0.00047752678362838498 leaf_weight=7.8395716380327922 131.13285727833863 23.529744218569249 4.2455950863659382 leaf_count=75 2194 152 51 internal_value=0 0.000233797 -0.00223744 internal_weight=0 154.663 12.0852 internal_count=2472 2346 126 is_linear=0 shrinkage=0.00330104 Tree=2811 num_leaves=4 num_cat=0 split_feature=13 3 41 split_gain=8.90602 10.1038 4.19632 threshold=-0.10939499999999998 -0.10072999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028565962920024292 0.00013263291029811208 -0.00010970470417470645 -2.5782502297433269e-05 leaf_weight=20.82511494494975 35.623708183411509 102.29663540545153 9.7422839980572444 leaf_count=161 282 1950 77 internal_value=0 -4.7054e-05 0.000186667 internal_weight=0 137.92 30.5674 internal_count=2470 2232 238 is_linear=0 shrinkage=0.00039237 Tree=2812 num_leaves=4 num_cat=0 split_feature=1456 1 3 split_gain=6.99041 6.33389 2.58341 threshold=-1.0000000180025095e-35 0.094405000000000003 -0.15954499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025397420942075349 -3.9556551203320026e-05 9.3286286917102233e-05 -0.00038112107288031864 leaf_weight=0.76324154064059246 85.108386183914263 82.244455999694765 6.5804241145960978 leaf_count=4 1538 695 225 internal_value=0 2.57469e-05 -0.000312291 internal_weight=0 167.353 7.34367 internal_count=2462 2233 229 is_linear=0 shrinkage=0.000341582 Tree=2813 num_leaves=4 num_cat=0 split_feature=160 38 2 split_gain=7.49594 6.30149 5.72053 threshold=-0.090969999999999981 1.0000000180025095e-35 0.10904500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0036714132789623212 0.00035591920171110166 -0.0039190965071652893 0.0012263018198238492 leaf_weight=11.389451929077039 143.48856265371433 4.4297892241738728 4.0777490148320785 leaf_count=303 2036 47 64 internal_value=0 0.000225026 -0.00238065 internal_weight=0 147.918 15.4672 internal_count=2450 2083 367 is_linear=0 shrinkage=0.00357315 Tree=2814 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=7.64505 9.3634 threshold=0.10386000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026577160976571349 -0.00057302539699693078 -5.6368162144296961e-06 leaf_weight=20.40485043823719 2.9661056473851195 152.12850352923851 leaf_count=201 28 2233 internal_value=0 2.66132e-05 internal_weight=0 172.533 internal_count=2462 2434 is_linear=0 shrinkage=0.000377134 Tree=2815 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=10.1433 9.2448 threshold=0.27266500000000005 -0.51144999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0046699322035715085 -0.004847017562114724 -0.00014399243263594301 leaf_weight=4.0087996209040275 4.39568993076682 157.92978707002476 leaf_count=25 37 2379 internal_value=0 -2.16791e-05 internal_weight=0 161.939 internal_count=2441 2404 is_linear=0 shrinkage=0.00317285 Tree=2816 num_leaves=4 num_cat=0 split_feature=15 48 2 split_gain=8.35287 7.2594 6.48942 threshold=0.084050000000000014 0.12879500000000002 0.12389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6020794819818146e-05 -0.000329650079848863 -0.00031031431087531525 0.00017697158739026766 leaf_weight=144.07659492385574 15.423621689551512 7.6840196901466689 4.367533682845532 leaf_count=1564 794 61 38 internal_value=0 3.72572e-05 -0.000217482 internal_weight=0 151.761 19.7912 internal_count=2457 1625 832 is_linear=0 shrinkage=0.000369739 Tree=2817 num_leaves=4 num_cat=0 split_feature=2 4 11 split_gain=7.89036 7.29638 5.81611 threshold=0.092135000000000009 -0.5971599999999998 0.088215000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076278454179691977 0.00097005731351568593 -0.0007852792502428907 -0.0024433470574126001 leaf_weight=1.0286504216492165 87.425660813227296 76.988911597174592 5.6942003299482158 leaf_count=6 931 1458 66 internal_value=0 -0.000663581 0.000758647 internal_weight=0 78.0176 93.1199 internal_count=2461 1464 997 is_linear=0 shrinkage=0.00330104 Tree=2818 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=8.58646 12.0535 7.89551 threshold=0.088975000000000012 -0.10115999999999999 -0.51498499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011773782990961591 -0.00038735820653866581 -0.0001951484034384653 0.00010651356500226127 leaf_weight=26.365019613876939 4.5242198850028208 46.150220997049473 98.78078788286075 leaf_count=176 104 1364 837 internal_value=0 -8.13834e-05 8.44886e-05 internal_weight=0 72.5152 103.305 internal_count=2481 1540 941 is_linear=0 shrinkage=0.000369739 Tree=2819 num_leaves=3 num_cat=0 split_feature=1456 0 split_gain=7.62671 6.50683 threshold=-1.0000000180025095e-35 -0.074249999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043550585482863158 -6.1055698075821558e-05 0.00010004830233406948 leaf_weight=6.2233872110955408 96.34984754875768 64.2288624671055 leaf_count=208 1547 683 internal_value=0 3.40808e-06 internal_weight=0 160.579 internal_count=2438 2230 is_linear=0 shrinkage=0.00039237 Tree=2820 num_leaves=4 num_cat=0 split_feature=484 2 123 split_gain=7.0556 6.98777 5.12452 threshold=-1.0000000180025095e-35 0.089810000000000015 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029622799524738554 -0.0007986012034182921 0.00067448720740493967 0.0034242716731618522 leaf_weight=13.494397364731411 59.237732413923368 94.747768020024523 1.4970042780041684 leaf_count=408 1103 957 10 internal_value=0 0.000107626 -0.00230388 internal_weight=0 153.986 14.9914 internal_count=2478 2060 418 is_linear=0 shrinkage=0.00336706 Tree=2821 num_leaves=4 num_cat=0 split_feature=42 1 133 split_gain=7.51677 7.25477 3.15518 threshold=-0.094924999999999995 0.12258000000000001 -0.085929999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016875453881113334 -3.2339643910982331e-05 0.0023536919518798893 -0.0040770484070413258 leaf_weight=1.5725113913649682 133.5844623753801 21.122043308801949 8.1029742713435535 leaf_count=31 2010 241 168 internal_value=0 0.000294891 -0.00313157 internal_weight=0 154.707 9.67549 internal_count=2450 2251 199 is_linear=0 shrinkage=0.00379185 Tree=2822 num_leaves=4 num_cat=0 split_feature=13 1 2 split_gain=7.82545 7.80498 1.33334 threshold=-0.24588999999999997 1.0000000180025095e-35 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039289386748787771 -0.00013559933842719257 5.3638341615837774e-05 0.00017423618996768801 leaf_weight=7.2745504286140195 40.05832287092926 115.25111895333976 8.5674389181658608 leaf_count=37 1233 1062 91 internal_value=0 4.76652e-06 0.000276695 internal_weight=0 155.309 15.842 internal_count=2423 2295 128 is_linear=0 shrinkage=0.000369739 Tree=2823 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=6.45345 10.9352 6.07781 threshold=0.098950000000000024 0.090810000000000016 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011853286682666218 0.00014315034312419603 0.00015696033519896211 -5.3310916163529186e-05 leaf_weight=76.559907565824687 47.310951738618314 20.369499389082193 28.061889198143035 leaf_count=1708 435 87 216 internal_value=0 -6.05243e-05 7.00357e-05 internal_weight=0 96.9294 75.3728 internal_count=2446 1795 651 is_linear=0 shrinkage=0.000334884 Tree=2824 num_leaves=4 num_cat=0 split_feature=123 456 124 split_gain=7.40421 6.86105 3.65801 threshold=1.0000000180025095e-35 0.085215000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2186130960984982e-06 0.00028908689851831073 -0.00036985060599985193 -0.00011172085939487229 leaf_weight=139.88838857365772 15.743882973678412 7.0555986509425557 3.6242346111685029 leaf_count=2098 163 143 41 internal_value=0 -2.39469e-05 0.000213875 internal_weight=0 146.944 19.3681 internal_count=2445 2241 204 is_linear=0 shrinkage=0.000362489 Tree=2825 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=7.90927 12.6349 8.10835 threshold=0.10114000000000002 0.11439500000000001 0.10255000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012416099932108726 0.0020327651844801939 0.0042606864334215448 -0.00091803577096493435 leaf_weight=94.437555040873121 43.548083875328302 7.4863665308803311 24.403296625241637 leaf_count=1845 425 24 195 internal_value=0 -0.000833231 0.000973281 internal_weight=0 101.924 67.9514 internal_count=2489 1869 620 is_linear=0 shrinkage=0.00410443 Tree=2826 num_leaves=4 num_cat=0 split_feature=376 4 2 split_gain=7.53644 11.0228 2.17247 threshold=0.048375000000000008 -0.49121999999999993 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042381127103046923 0.00064540972297165552 -0.00010813481104057813 0.0035581081057711565 leaf_weight=8.6564688440412265 5.4781212625093749 139.9085602403502 8.2185443574562651 leaf_count=119 60 2233 67 internal_value=0 -0.000351788 0.00240782 internal_weight=0 148.565 13.6967 internal_count=2479 2352 127 is_linear=0 shrinkage=0.00357315 Tree=2827 num_leaves=4 num_cat=0 split_feature=1 0 132 split_gain=8.5653 17.8564 7.28601 threshold=1.0000000180025095e-35 -0.059114999999999994 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003414492332541839 -1.8264159504572049e-06 0.00070498484472833998 0.002645533083094375 leaf_weight=23.349311893223785 110.71741452207789 22.36350149801001 12.507514658384023 leaf_count=1157 1112 129 123 internal_value=0 -0.00140237 0.000269042 internal_weight=0 45.7128 123.225 internal_count=2521 1286 1235 is_linear=0 shrinkage=0.00330104 Tree=2828 num_leaves=4 num_cat=0 split_feature=2 15 1 split_gain=7.30012 7.35606 0.778925 threshold=0.14846500000000004 0.082725000000000007 0.12500000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1655514798857962e-06 0.00013364549765652165 -0.00024087499935001539 0.00036149315309455982 leaf_weight=137.07488232612377 3.1289847651496512 19.145244924235158 7.0941223143599927 leaf_count=1457 31 850 75 internal_value=0 -2.68934e-05 0.000293959 internal_weight=0 156.22 10.2231 internal_count=2413 2307 106 is_linear=0 shrinkage=0.000369739 Tree=2829 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=6.72821 9.17064 8.99801 threshold=-0.061684999999999997 -0.10674499999999999 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050694800704844604 0.0050112407297885665 -0.0013558467738493723 0.00064836745815594911 leaf_weight=64.29459291882813 5.392934202682226 48.439196561113931 49.793502173852175 leaf_count=438 41 1564 420 internal_value=0 -0.000294005 0.001084 internal_weight=0 112.734 55.1864 internal_count=2463 2002 461 is_linear=0 shrinkage=0.00323631 Tree=2830 num_leaves=4 num_cat=0 split_feature=157 41 1 split_gain=7.64047 6.88812 3.31052 threshold=-0.083944999999999978 0.082735000000000017 0.11174500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0050618050433898993 0.00048079313211387461 -0.0032082022044060969 0.0013724738679692511 leaf_weight=6.5346194179728609 150.18546760850586 8.9284253288060409 1.6376929040998218 leaf_count=169 2171 92 19 internal_value=0 0.000271681 -0.00377128 internal_weight=0 159.114 8.17231 internal_count=2451 2263 188 is_linear=0 shrinkage=0.00410443 Tree=2831 num_leaves=4 num_cat=0 split_feature=1 47 52 split_gain=8.14784 11.0185 10.8707 threshold=0.10439500000000002 0.085770000000000027 0.11379500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.1335564756873757e-06 0.00024171633257077713 -0.00012017325410661448 -0.00040771099983151981 leaf_weight=103.42035954538733 42.007049965206534 17.593342307955027 10.688594859791918 leaf_count=1647 393 132 296 internal_value=0 0.000134866 -4.04865e-05 internal_weight=0 59.6004 114.109 internal_count=2468 525 1943 is_linear=0 shrinkage=0.000384677 Tree=2832 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=9.18931 10.7053 9.56288 threshold=0.079890000000000017 -0.048759999999999991 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025578025149189946 -0.00014205166883741311 -1.7425684823222364e-05 0.00039040679578057039 leaf_weight=29.788308706600219 71.510797023540363 64.154815978836268 5.0350092640146604 leaf_count=246 1814 434 20 internal_value=0 6.94062e-05 -0.000106509 internal_weight=0 93.9431 76.5458 internal_count=2514 680 1834 is_linear=0 shrinkage=0.000377134 Tree=2833 num_leaves=4 num_cat=0 split_feature=39 133 43 split_gain=9.7587 11.2828 5.6477 threshold=0.0095750000000000019 1.0000000180025095e-35 -0.048759999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9522516933521897e-05 0.002874450613448412 -0.0028806831016935075 -0.00081496460702637768 leaf_weight=112.77387362340232 19.548066981136802 20.912533062743023 7.1937026795931152 leaf_count=1383 209 812 74 internal_value=0 -0.000477566 0.00188272 internal_weight=0 133.686 26.7418 internal_count=2478 2195 283 is_linear=0 shrinkage=0.00357315 Tree=2834 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=6.34198 8.4029 threshold=0.16946000000000003 0.13148500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.4272076138396841e-05 0.00477774096384272 -0.0042644998073111898 leaf_weight=148.66680771112442 3.4950558841228476 6.6402751696296027 leaf_count=2405 18 49 internal_value=0 -0.000208508 internal_weight=0 155.307 internal_count=2472 2454 is_linear=0 shrinkage=0.0037175 Tree=2835 num_leaves=3 num_cat=0 split_feature=1375 1 split_gain=6.03011 6.84067 threshold=0.10283000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013126231889854939 -0.0061013981427224893 0.00063960853241396085 leaf_weight=43.019038342463318 2.6740857602562746 116.13822390045971 leaf_count=1266 26 1176 internal_value=0 0.000111383 internal_weight=0 159.157 internal_count=2468 2442 is_linear=0 shrinkage=0.00418651 Tree=2836 num_leaves=4 num_cat=0 split_feature=4 42 13 split_gain=6.82353 7.88563 0.0562073 threshold=0.51087000000000005 -0.0044549999999999998 -0.091254999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020889314252783993 0.00026897424826671513 1.8261311360643526e-05 0.00038981753067055973 leaf_weight=25.714385194529314 2.0605846168473363 137.16676706302678 4.9603648735210291 leaf_count=673 40 1696 66 internal_value=0 -1.77189e-05 0.00035913 internal_weight=0 162.881 7.02095 internal_count=2475 2369 106 is_linear=0 shrinkage=0.000377134 Tree=2837 num_leaves=4 num_cat=0 split_feature=13 3 16 split_gain=10.2308 8.80133 2.88017 threshold=-0.23438999999999996 -0.10072999999999999 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038628709721565124 9.5679764926946033e-05 -9.4797211627877434e-05 4.8891200442772382e-05 leaf_weight=9.441376584582029 42.751259153708816 107.36488231399562 4.8555354923009864 leaf_count=111 336 1991 18 internal_value=0 -4.05208e-05 0.000272971 internal_weight=0 150.116 14.2969 internal_count=2456 2327 129 is_linear=0 shrinkage=0.000355382 Tree=2838 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=9.26674 12.1238 6.46978 threshold=-0.10072999999999999 -0.077774999999999983 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00075376609117868332 -0.0030875579389966394 -7.0463540129287496e-07 0.0044023032604968773 leaf_weight=37.84559549856931 21.376224278996233 96.771874277968891 8.0732198106124979 leaf_count=311 1080 1017 32 internal_value=0 -0.000561595 0.00140438 internal_weight=0 118.148 45.9188 internal_count=2440 2097 343 is_linear=0 shrinkage=0.0037175 Tree=2839 num_leaves=4 num_cat=0 split_feature=128 484 52 split_gain=6.70736 6.61162 0.768647 threshold=0.085185000000000025 -0.0068949999999999992 -0.14750499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020795794634277586 -0.0010303621349456997 0.00026978904221832686 -0.004220423507714329 leaf_weight=13.613812651659826 1.0758490032167172 145.86542980116792 4.1969166038325048 leaf_count=389 31 1915 146 internal_value=0 6.79188e-05 -0.00360449 internal_weight=0 159.479 5.27277 internal_count=2481 2304 177 is_linear=0 shrinkage=0.00323631 Tree=2840 num_leaves=4 num_cat=0 split_feature=52 52 147 split_gain=9.31843 8.15391 7.73818 threshold=0.18897000000000003 -0.42985499999999993 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003807832412453407 -0.00042730228587423288 3.663071132024656e-05 0.00035936674764760465 leaf_weight=6.2978244436089872 10.450526571599765 151.32546271907631 1.857373610138892 leaf_count=225 282 1953 4 internal_value=0 1.96945e-05 -0.000306417 internal_weight=0 157.623 12.3079 internal_count=2464 2178 286 is_linear=0 shrinkage=0.000362489 Tree=2841 num_leaves=4 num_cat=0 split_feature=1456 43 3 split_gain=7.21886 7.58686 2.67391 threshold=-1.0000000180025095e-35 -0.074459999999999985 -0.15954499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026053795947475807 0.0012135321950333649 -0.00026415453560976108 -0.0036838356997364453 leaf_weight=0.74622080475091923 59.564715419139247 103.48990590038011 6.6985794050269751 leaf_count=3 886 1404 232 internal_value=0 0.000276115 -0.00302418 internal_weight=0 163.055 7.4448 internal_count=2525 2290 235 is_linear=0 shrinkage=0.00330104 Tree=2842 num_leaves=4 num_cat=0 split_feature=3 0 4 split_gain=7.67722 7.81492 1.17655 threshold=0.18307500000000002 -0.074664999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00094810826245114786 0.0022856754777496229 0.00088695155492049787 0.0052523377793554848 leaf_weight=88.46476558415452 5.4451146218925714 65.156580107926857 3.8847022466361505 leaf_count=1601 42 730 77 internal_value=0 -0.000169711 0.00356856 internal_weight=0 153.621 9.32982 internal_count=2450 2331 119 is_linear=0 shrinkage=0.00402395 Tree=2843 num_leaves=4 num_cat=0 split_feature=4 12 13 split_gain=8.8553 8.7093 1.77403 threshold=-0.49367499999999992 0.084045000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015872503206522596 0.0011485240884144435 -0.00097818397035654933 -0.0055502485896904256 leaf_weight=3.6817127615213394 90.911517214146443 65.149412676983047 6.0440482478588802 leaf_count=32 751 1618 95 internal_value=0 0.000260641 -0.00408518 internal_weight=0 156.061 9.72576 internal_count=2496 2369 127 is_linear=0 shrinkage=0.00444276 Tree=2844 num_leaves=4 num_cat=0 split_feature=155 484 0 split_gain=6.47571 7.00019 0.159335 threshold=0.090695000000000012 -0.0068949999999999992 -0.099254999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025367874683798563 -0.00059730168699001713 3.4102777866200759e-05 -0.00037853688500697792 leaf_weight=14.097874608298296 1.1735345427878199 154.39906563202385 3.7137453227769575 leaf_count=393 16 1963 120 internal_value=0 9.87208e-06 -0.000443268 internal_weight=0 168.497 4.88728 internal_count=2492 2356 136 is_linear=0 shrinkage=0.00039237 Tree=2845 num_leaves=4 num_cat=0 split_feature=13 43 0 split_gain=8.20154 8.56738 3.02408 threshold=-0.15145999999999996 -0.074459999999999985 -0.14203999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.5614458937876603e-05 8.7557799045011989e-05 -9.3866974407052779e-05 0.00030015792970936652 leaf_weight=5.0932855051942196 58.783886934223119 89.79430062987376 16.223705316428095 leaf_count=52 961 1325 123 internal_value=0 -2.20757e-05 0.000222594 internal_weight=0 148.578 21.317 internal_count=2461 2286 175 is_linear=0 shrinkage=0.000369739 Tree=2846 num_leaves=4 num_cat=0 split_feature=50 48 12 split_gain=7.77157 10.2278 8.35859 threshold=0.083640000000000006 0.12879500000000002 -0.077034999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4645863848979351e-05 0.00029844307416097615 -0.00043012866633826641 -0.00035292225954231671 leaf_weight=137.06060372659704 3.3708393685519722 6.3711453009163952 14.592769509297794 leaf_count=1913 27 44 445 internal_value=0 3.27938e-05 -0.000229603 internal_weight=0 143.432 17.9636 internal_count=2429 1957 472 is_linear=0 shrinkage=0.000377134 Tree=2847 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.61403 8.7119 threshold=-0.52082499999999987 0.28064000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0055457198533787212 -0.00016671143917934688 0.0022582051650012914 leaf_weight=2.8108713101828462 137.27737706375774 25.100267407950014 leaf_count=36 2186 258 internal_value=0 0.000209429 internal_weight=0 162.378 internal_count=2480 2444 is_linear=0 shrinkage=0.00379185 Tree=2848 num_leaves=4 num_cat=0 split_feature=41 13 16 split_gain=7.97966 7.27494 0.846443 threshold=0.083035000000000012 -0.10939499999999998 -0.27207999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023855545731409312 -0.0021077711719237452 -5.993427392033963e-05 -0.0049718599145858518 leaf_weight=23.995716949459165 3.1036530397832394 136.63621821132256 4.7921358644962302 leaf_count=195 22 2205 61 internal_value=0 0.000306788 -0.00389127 internal_weight=0 160.632 7.89579 internal_count=2483 2400 83 is_linear=0 shrinkage=0.00410443 Tree=2849 num_leaves=3 num_cat=0 split_feature=1212 1456 split_gain=5.96146 5.87884 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0039499235269896873 0.00035725388960352217 -0.0032968131668150769 leaf_weight=4.5659066148800767 158.40465081681032 5.9609845802769987 leaf_count=183 2110 227 internal_value=0 0.000222579 internal_weight=0 164.366 internal_count=2520 2337 is_linear=0 shrinkage=0.00364461 Tree=2850 num_leaves=4 num_cat=0 split_feature=15 43 132 split_gain=6.88398 8.37401 7.12501 threshold=0.035895000000000003 0.095890000000000017 0.081240000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.1389192501206401e-06 -0.00025505950627721354 0.00036740597780328193 0.00025644170488319581 leaf_weight=127.81790099584032 21.016034355910964 3.1802025169017716 16.964838514220901 leaf_count=1334 822 75 169 internal_value=0 -0.000171931 3.65264e-05 internal_weight=0 24.1962 144.783 internal_count=2400 897 1503 is_linear=0 shrinkage=0.000362489 Tree=2851 num_leaves=3 num_cat=0 split_feature=1213 13 split_gain=6.38811 6.23918 threshold=-0.082704999999999987 -0.10939499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038803600379397888 0.00017226726539217811 -9.9230896836461022e-06 leaf_weight=4.8628529268316916 28.38637275621295 142.09432148077758 leaf_count=230 218 2043 internal_value=0 2.05062e-05 internal_weight=0 170.481 internal_count=2491 2261 is_linear=0 shrinkage=0.000355382 Tree=2852 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=11.3727 11.3595 5.41267 threshold=0.10423500000000001 0.084050000000000014 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2928329738010115e-05 0.00020196304742868442 -0.00039384931616423584 -2.2776085581356648e-05 leaf_weight=88.224513971130364 42.304255061317235 12.260893490514716 21.047875372692943 leaf_count=1099 406 789 141 internal_value=0 -6.85749e-05 0.000127388 internal_weight=0 100.485 63.3521 internal_count=2435 1888 547 is_linear=0 shrinkage=0.000362489 Tree=2853 num_leaves=3 num_cat=0 split_feature=1373 376 split_gain=7.2333 6.06774 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0505335441723061e-05 -0.0005869917421493547 0.00022981747537826754 leaf_weight=153.3644512235187 2.7968900026753536 14.375440553296356 leaf_count=2311 22 133 internal_value=0 1.08652e-06 internal_weight=0 167.74 internal_count=2466 2444 is_linear=0 shrinkage=0.000369739 Tree=2854 num_leaves=4 num_cat=0 split_feature=2 150 31 split_gain=7.01917 10.6169 9.39841 threshold=0.090510000000000021 0.081245000000000026 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041579061807452123 -1.416446684835501e-05 0.00025644741442441707 -0.00012558185509966937 leaf_weight=4.2050102087669066 71.726123041240498 24.46997058391571 66.235590670316014 leaf_count=68 894 177 1298 internal_value=0 5.48908e-05 -9.26556e-05 internal_weight=0 96.1961 70.4406 internal_count=2437 1071 1366 is_linear=0 shrinkage=0.000355382 Tree=2855 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=6.86005 7.57189 2.92869 threshold=0.11588000000000001 0.091735000000000025 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9094743669986391e-05 0.0022580900043198313 -0.0025980422724011299 -3.072015832174746e-05 leaf_weight=115.42758151970338 21.190498834010214 17.930444449768402 11.395525044295935 leaf_count=1733 208 400 120 internal_value=0 -0.000402358 0.00146032 internal_weight=0 133.358 32.586 internal_count=2461 2133 328 is_linear=0 shrinkage=0.00364461 Tree=2856 num_leaves=4 num_cat=0 split_feature=2 38 0 split_gain=5.8846 7.52433 0.0844583 threshold=0.153865 1.0000000180025095e-35 -0.071104999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0530290235596504e-06 0.00040482349344385686 -0.00053277411185837311 0.00028486057635506432 leaf_weight=158.83700138324639 3.1287422706373036 3.926310659851878 3.8222763277590266 leaf_count=2335 33 43 50 internal_value=0 -1.42371e-05 0.000344419 internal_weight=0 162.763 6.95102 internal_count=2461 2378 83 is_linear=0 shrinkage=0.000384677 Tree=2857 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=5.97608 6.62839 2.79039 threshold=0.11264000000000002 -0.24588999999999997 0.11224000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028763917131838885 -0.0046143185457916481 8.4564849180269165e-05 0.0017290591713067936 leaf_weight=13.834863874595611 5.2994471654528743 144.87382330966648 1.2206871910020707 leaf_count=123 275 2077 23 internal_value=0 0.000329789 -0.00341758 internal_weight=0 158.709 6.52013 internal_count=2498 2200 298 is_linear=0 shrinkage=0.00386769 Tree=2858 num_leaves=4 num_cat=0 split_feature=1 48 0 split_gain=6.91556 7.8103 5.78686 threshold=0.11588000000000001 0.12649500000000002 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027787864364929246 -0.0045936605160893573 -0.0056981908749539241 0.0017812656726353588 leaf_weight=127.68837767915102 1.678624883294108 3.1031771738780654 28.466041374020278 leaf_count=2144 7 30 303 internal_value=0 -0.000411246 0.00141059 internal_weight=0 130.792 30.1447 internal_count=2484 2174 310 is_linear=0 shrinkage=0.0034344 Tree=2859 num_leaves=4 num_cat=0 split_feature=43 4 3 split_gain=6.46485 10.2135 9.50832 threshold=-0.074459999999999985 -0.03157999999999999 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046130136233105498 -0.0024671335886372013 0.00014624707761623761 0.0025867908752836948 leaf_weight=31.891873513406608 30.471169245021883 72.370770153065678 27.162924393080175 leaf_count=697 851 646 269 internal_value=0 -0.000629916 0.000942945 internal_weight=0 102.842 59.0548 internal_count=2463 1497 966 is_linear=0 shrinkage=0.00379185 Tree=2860 num_leaves=4 num_cat=0 split_feature=14 43 14 split_gain=8.50229 7.92293 0.439362 threshold=0.062655000000000016 -0.074459999999999985 0.093890000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013206428980099889 -0.00031363818494173991 -2.7166907666307231e-05 -0.00055592507042515863 leaf_weight=62.057862808811478 2.7131170672364524 107.98715110088233 2.2863579140976071 leaf_count=926 54 1468 30 internal_value=0 3.09931e-05 -0.000434191 internal_weight=0 170.045 4.99947 internal_count=2478 2394 84 is_linear=0 shrinkage=0.000355382 Tree=2861 num_leaves=4 num_cat=0 split_feature=52 42 147 split_gain=7.87398 8.58071 6.94744 threshold=0.17002500000000001 -0.0044549999999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018758980131804124 -0.00039349718506655814 5.6962383595305837e-05 0.00038463892752055588 leaf_weight=25.211325436423067 11.891630794503724 131.29022738186177 1.8858371376991261 leaf_count=642 290 1574 4 internal_value=0 1.74608e-05 -0.000284745 internal_weight=0 156.502 13.7775 internal_count=2510 2216 294 is_linear=0 shrinkage=0.000384677 Tree=2862 num_leaves=4 num_cat=0 split_feature=403 456 4 split_gain=6.92214 6.68791 3.61189 threshold=-0.088654999999999984 0.084065000000000015 0.27416000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0046094340755190449 0.00056795460681980422 -0.0029728839332382509 0.003619270121069208 leaf_weight=6.5662863748730151 149.23367549182149 9.0569537772098538 0.90757946856319893 leaf_count=303 1983 167 8 internal_value=0 0.000363399 -0.00357152 internal_weight=0 158.291 7.47387 internal_count=2461 2150 311 is_linear=0 shrinkage=0.00402395 Tree=2863 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=6.28697 6.60069 threshold=-1.0000000180025095e-35 0.14846500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0042360765423800672 -0.00035931252017471995 0.0029747682480415691 leaf_weight=4.282707310281693 149.34894609311596 8.2153521417640132 leaf_count=73 2286 95 internal_value=0 -0.000183486 internal_weight=0 157.564 internal_count=2454 2381 is_linear=0 shrinkage=0.00364461 Tree=2864 num_leaves=4 num_cat=0 split_feature=123 42 2 split_gain=9.13371 9.90792 2.92662 threshold=1.0000000180025095e-35 0.090805000000000011 0.095105000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.302509590655881e-06 4.1908436465758798e-05 -0.00028315823311590211 0.0003500137386509164 leaf_weight=125.5023590879282 7.4278896162286427 22.456600735662505 11.853492207825182 leaf_count=1737 97 494 116 internal_value=0 -4.85049e-05 0.000232248 internal_weight=0 147.959 19.2814 internal_count=2444 2231 213 is_linear=0 shrinkage=0.000384677 Tree=2865 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=6.89382 6.353 threshold=-0.40274499999999996 0.13507500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0057127816726774017 8.9806343303149784e-06 0.0058046835523419748 leaf_weight=4.2753386420663437 153.88969410059508 4.0378630738705388 leaf_count=90 2357 27 internal_value=0 0.000161172 internal_weight=0 157.928 internal_count=2474 2384 is_linear=0 shrinkage=0.00462225 Tree=2866 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=7.2219 7.01069 threshold=1.0000000180025095e-35 -0.10191999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010818563630579398 -0.0042111876242832049 -0.00043891143630540684 leaf_weight=67.907174766529351 4.7355649396777144 89.695167428115383 leaf_count=454 45 1948 internal_value=0 0.000216655 internal_weight=0 157.602 internal_count=2447 2402 is_linear=0 shrinkage=0.00357315 Tree=2867 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=7.22077 11.915 6.46194 threshold=-0.49121999999999993 -0.0029549999999999997 -0.53936499999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001397302853175125 -0.00050456393477947504 0.002644544757921881 -0.0053497469265813046 leaf_weight=3.057057386264205 127.05334505584324 21.810817945748568 7.4986095204949361 leaf_count=33 2180 137 97 internal_value=0 -4.15318e-05 -0.00340156 internal_weight=0 148.864 10.5557 internal_count=2447 2317 130 is_linear=0 shrinkage=0.00394505 Tree=2868 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=7.36635 8.03895 1.93834 threshold=0.048375000000000008 -0.097754999999999995 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001136321810378562 0.00077090446736102942 -0.0009100970034988244 0.0039951771824670024 leaf_weight=47.621038088807836 4.9060726668685666 100.17104924685555 8.9445063611492497 leaf_count=384 21 1950 119 internal_value=0 -0.000250346 0.00286843 internal_weight=0 147.792 13.8506 internal_count=2474 2334 140 is_linear=0 shrinkage=0.00410443 Tree=2869 num_leaves=4 num_cat=0 split_feature=1 0 484 split_gain=14.0062 13.7125 8.12315 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.0068949999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040494972297077449 -0.00026617530579417471 3.5327122544760976e-05 8.7554684067479984e-05 leaf_weight=23.596652678039391 10.873076030751688 20.113165966235101 111.10240684682503 leaf_count=1169 161 128 1056 internal_value=0 -0.000202783 5.58075e-05 internal_weight=0 43.7098 121.975 internal_count=2514 1297 1217 is_linear=0 shrinkage=0.00039237 Tree=2870 num_leaves=4 num_cat=0 split_feature=52 1 157 split_gain=7.99971 7.58342 7.14465 threshold=0.17002500000000001 0.11588000000000001 0.17142500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036500935606185645 -0.004657736199909863 0.0020158463497848217 0.0040650922363583029 leaf_weight=124.25595745886676 10.461583599797448 27.413576138205826 1.7711319178342808 leaf_count=1877 267 315 13 internal_value=0 6.64891e-05 -0.00336937 internal_weight=0 151.67 12.2327 internal_count=2472 2192 280 is_linear=0 shrinkage=0.00410443 Tree=2871 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=7.8639 8.30773 4.44828 threshold=0.10423500000000001 -0.12077499999999998 0.14753000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010957680184864131 5.1633347273659873e-05 -0.00014693698163394458 0.00035807986556619356 leaf_weight=24.77954826457426 50.144990362226963 74.986138694046531 8.0477388966828567 leaf_count=172 440 1755 94 internal_value=0 -8.31733e-05 9.46195e-05 internal_weight=0 99.7657 58.1927 internal_count=2461 1927 534 is_linear=0 shrinkage=0.000384677 Tree=2872 num_leaves=4 num_cat=0 split_feature=52 0 12 split_gain=7.29239 10.3998 1.34219 threshold=-0.40306999999999998 -0.061889999999999994 -0.041094999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.8229716396013635e-05 -4.6030876941383094e-05 0.00014463544786838539 -0.00037370479746721578 leaf_weight=0.767299469327554 114.10977393970825 49.785941086243838 7.1843931463081381 leaf_count=9 1871 345 248 internal_value=0 1.19463e-05 -0.000327434 internal_weight=0 163.896 7.95169 internal_count=2473 2216 257 is_linear=0 shrinkage=0.000348413 Tree=2873 num_leaves=4 num_cat=0 split_feature=133 484 123 split_gain=9.18083 8.59061 4.97932 threshold=0.099280000000000021 -1.0000000180025095e-35 0.099780000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024436807427832586 -0.0004174378771210327 5.0814647277179662e-05 0.00034295512443365857 leaf_weight=14.139441132603677 9.1643281666911189 142.37388700887095 1.2033775728195895 leaf_count=362 378 1740 20 internal_value=0 2.39922e-05 -0.000326458 internal_weight=0 156.513 10.3677 internal_count=2500 2102 398 is_linear=0 shrinkage=0.000362489 Tree=2874 num_leaves=3 num_cat=0 split_feature=1373 160 split_gain=7.40473 6.68131 threshold=0.09586500000000002 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0036033602307114724 -0.005354467307716851 0.00017639996865100052 leaf_weight=5.3718709571985519 2.8118579806759945 159.74314840673469 leaf_count=195 25 2315 internal_value=0 5.10703e-05 internal_weight=0 165.115 internal_count=2535 2510 is_linear=0 shrinkage=0.00336706 Tree=2875 num_leaves=4 num_cat=0 split_feature=3 15 12 split_gain=6.90535 8.12844 1.8644 threshold=0.18307500000000002 0.082725000000000007 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5603002869773652e-05 6.6807926283938846e-05 -0.00023631231559975859 0.00042007502292033111 leaf_weight=141.80232250946574 3.2226202734746039 19.893683901755139 7.2798900264315289 leaf_count=1469 58 864 65 internal_value=0 -6.76203e-06 0.000313526 internal_weight=0 161.696 10.5025 internal_count=2456 2333 123 is_linear=0 shrinkage=0.000384677 Tree=2876 num_leaves=4 num_cat=0 split_feature=484 157 376 split_gain=6.10411 7.32858 7.10913 threshold=0.072260000000000005 -0.084489999999999996 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3980927605111288e-05 -0.00030974421218124906 0.0002383350707872094 0.0002427529759854065 leaf_weight=126.33826300752116 3.9274081814801347 25.008973895106465 12.519648431800304 leaf_count=2069 68 254 108 internal_value=0 0.000163039 -2.70529e-05 internal_weight=0 28.9364 138.858 internal_count=2499 322 2177 is_linear=0 shrinkage=0.000377134 Tree=2877 num_leaves=4 num_cat=0 split_feature=3 31 12 split_gain=8.52896 6.71947 0.877187 threshold=0.18307500000000002 -1.0000000180025095e-35 -0.040564999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043253951146028256 0.0016825778366863493 -0.00043331544917286208 0.0041849487426180399 leaf_weight=4.1076046964153639 3.1484704799950123 146.03049459430622 6.078166801016776 leaf_count=63 59 2257 60 internal_value=0 -0.000299996 0.00336146 internal_weight=0 150.138 9.22664 internal_count=2439 2320 119 is_linear=0 shrinkage=0.0037175 Tree=2878 num_leaves=4 num_cat=0 split_feature=3 15 0 split_gain=9.10362 9.25469 1.25878 threshold=0.18307500000000002 0.082725000000000007 -0.14015999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7060358635501785e-06 0.00010897146675766535 -0.00026038838352202334 0.00039454595980336813 leaf_weight=137.72888457367662 2.7525137197226286 18.018408490519505 7.6050899038091284 leaf_count=1477 36 848 80 internal_value=0 -2.17058e-05 0.000320632 internal_weight=0 155.747 10.3576 internal_count=2441 2325 116 is_linear=0 shrinkage=0.000355382 Tree=2879 num_leaves=4 num_cat=0 split_feature=14 1456 160 split_gain=6.97276 6.40192 0.747685 threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036540276960524282 -0.0063460921558958737 0.00039220403145655486 -0.0029612494910745061 leaf_weight=6.7680533739039666 2.3338037771172822 154.94935206440277 2.6867417243774971 leaf_count=222 36 2182 47 internal_value=0 0.000220454 -0.00463881 internal_weight=0 161.717 5.02055 internal_count=2487 2404 83 is_linear=0 shrinkage=0.00410443 Tree=2880 num_leaves=4 num_cat=0 split_feature=1429 1 157 split_gain=6.99434 6.8493 0.476888 threshold=-1.0000000180025095e-35 0.12541500000000003 -0.082009999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024532376214927293 1.9506453498588741e-06 0.00023529202758895386 -0.0005238826251355497 leaf_weight=1.6317885944154111 148.76831467967713 19.333072355948389 2.8876288504106915 leaf_count=45 2139 214 66 internal_value=0 2.89256e-05 -0.000431668 internal_weight=0 168.101 4.51942 internal_count=2464 2353 111 is_linear=0 shrinkage=0.000369739 Tree=2881 num_leaves=4 num_cat=0 split_feature=1 4 1 split_gain=7.09661 13.0763 9.18821 threshold=0.077765000000000015 -0.083954999999999988 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011347332635378601 0.00085979263214012048 -0.00027418859160182192 3.6335162722724039e-05 leaf_weight=19.169250762031879 1.6958586676046241 28.039013399567921 119.35921376058832 leaf_count=273 6 1004 1156 internal_value=0 -0.00011688 4.86548e-05 internal_weight=0 47.2083 121.055 internal_count=2439 1277 1162 is_linear=0 shrinkage=0.000362489 Tree=2882 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=7.46271 16.7981 11.6095 threshold=-0.10191999999999998 -0.075434999999999988 0.092710000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000154431268789791 -0.00027958798678192644 4.621536524979916e-05 -0.00025086535724446439 leaf_weight=63.139091032557189 30.508546886616386 64.720570214092731 10.781203941442071 leaf_count=402 1221 764 64 internal_value=0 -5.8368e-05 9.50291e-05 internal_weight=0 95.2291 73.9203 internal_count=2451 1985 466 is_linear=0 shrinkage=0.000362489 Tree=2883 num_leaves=4 num_cat=0 split_feature=133 15 13 split_gain=7.31111 6.55425 0.321404 threshold=-0.39935999999999994 0.082725000000000007 -0.15145999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0071423063527367991 0.00063052420603430868 -0.0017383493881347476 -0.0040401978695160327 leaf_weight=0.9460305999964479 145.28161413467024 19.749525384686422 2.8752262967173001 leaf_count=7 1515 835 128 internal_value=0 0.000346051 -0.00498965 internal_weight=0 165.031 3.82126 internal_count=2485 2350 135 is_linear=0 shrinkage=0.00386769 Tree=2884 num_leaves=3 num_cat=0 split_feature=1365 42 split_gain=6.79845 6.59959 threshold=0.084635000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016047881513594502 -0.0049955292861967515 0.00062789371895918106 leaf_weight=25.358259103784803 3.9515466494485727 135.33965678617824 leaf_count=675 45 1767 internal_value=0 0.000274703 internal_weight=0 160.698 internal_count=2487 2442 is_linear=0 shrinkage=0.00402395 Tree=2885 num_leaves=4 num_cat=0 split_feature=1213 475 42 split_gain=6.62779 8.43692 6.27443 threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.40186499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062859163786860286 -0.008226559170781484 -0.0050164396015158512 0.00054310175822166204 leaf_weight=1.3835585713386533 1.4516227561980475 7.9862600337364693 156.1700235788594 leaf_count=2 8 379 2095 internal_value=0 -0.003293 0.000456555 internal_weight=0 9.36982 157.622 internal_count=2484 381 2103 is_linear=0 shrinkage=0.00435565 Tree=2886 num_leaves=4 num_cat=0 split_feature=12 0 474 split_gain=7.74588 8.48494 7.93147 threshold=0.084045000000000022 -0.060094999999999989 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.3380592389176166e-05 -0.00017326091381304339 8.8853960673172385e-05 0.00033598696835277148 leaf_weight=85.095717220799997 43.798066310759168 27.340635317843407 14.776687054894863 leaf_count=713 1396 236 99 internal_value=0 -7.25414e-05 8.70011e-05 internal_weight=0 71.1387 99.8724 internal_count=2444 1632 812 is_linear=0 shrinkage=0.000369739 Tree=2887 num_leaves=4 num_cat=0 split_feature=52 41 52 split_gain=8.64465 6.73852 3.41487 threshold=0.18897000000000003 0.083035000000000012 0.63864000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2705685699117982e-05 -0.00036696860263166437 -0.00028531661391510829 0.00015435643104088804 leaf_weight=149.99255412362982 10.584065819217356 8.5950630120933038 1.8877311516553152 leaf_count=2119 259 78 14 internal_value=0 2.47389e-05 -0.00028739 internal_weight=0 158.588 12.4718 internal_count=2470 2197 273 is_linear=0 shrinkage=0.000362489 Tree=2888 num_leaves=4 num_cat=0 split_feature=376 484 39 split_gain=7.39301 8.50763 1.82308 threshold=0.048375000000000008 0.076210000000000014 0.085765000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005818749402051503 0.0010466416457028918 0.0018544127760517129 0.0040783209903453724 leaf_weight=124.60978195670759 5.1155110318213692 27.05543021671474 8.0733975395560247 leaf_count=2067 40 294 94 internal_value=0 -0.00014622 0.00292115 internal_weight=0 151.665 13.1889 internal_count=2495 2361 134 is_linear=0 shrinkage=0.00394505 Tree=2889 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=7.7421 11.5943 8.16723 threshold=-0.10072999999999999 0.090515000000000012 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022569584450932812 -0.00020370114227896206 3.6498135888008035e-05 -0.00010912399400716536 leaf_weight=33.258917553350329 46.641021868214011 73.468935236800462 14.947676159907131 leaf_count=218 1424 714 136 internal_value=0 -5.68787e-05 0.000121864 internal_weight=0 120.11 48.2066 internal_count=2492 2138 354 is_linear=0 shrinkage=0.000377134 Tree=2890 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=8.26387 11.2826 9.37395 threshold=0.28064000000000006 1.0000000180025095e-35 0.11926500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028590112256313854 0.0027301626215977533 -0.0050586273345903437 -0.0036323711057482662 leaf_weight=121.0667389833834 23.744703544070948 8.1223285840824229 4.145188119262456 leaf_count=2041 257 128 23 internal_value=0 -0.000590091 0.00177378 internal_weight=0 129.189 27.8899 internal_count=2449 2169 280 is_linear=0 shrinkage=0.00394505 Tree=2891 num_leaves=4 num_cat=0 split_feature=150 49 1 split_gain=6.51179 8.7838 8.15427 threshold=0.081245000000000026 -0.006494999999999999 0.085995000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0038992902548586738 -0.0027455109015916295 -0.00033216847162667612 0.0021768071472395806 leaf_weight=15.559878476196898 8.1354583124630135 104.56725456286222 34.214704971993342 leaf_count=197 106 1952 239 internal_value=0 -0.000797413 0.00122648 internal_weight=0 120.127 42.3502 internal_count=2494 2149 345 is_linear=0 shrinkage=0.00444276 Tree=2892 num_leaves=3 num_cat=0 split_feature=44 52 split_gain=8.39537 8.51396 threshold=1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038797017172063588 -0.00045613298353904187 4.1518592702932684e-05 leaf_weight=6.4605235799681386 5.0132666658610097 158.01350793754682 leaf_count=231 47 2221 internal_value=0 2.43959e-05 internal_weight=0 164.474 internal_count=2499 2452 is_linear=0 shrinkage=0.000369739 Tree=2893 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=6.88503 14.6709 6.03198 threshold=-0.10072999999999999 -0.077774999999999983 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021672035267034001 -0.00032188310000685715 1.6641664115479395e-05 -7.6460013971710233e-05 leaf_weight=32.015735065098852 22.114755181828514 100.65792189491913 14.41087651485577 leaf_count=211 1090 1043 138 internal_value=0 -4.45737e-05 0.000125752 internal_weight=0 122.773 46.4266 internal_count=2482 2133 349 is_linear=0 shrinkage=0.000377134 Tree=2894 num_leaves=4 num_cat=0 split_feature=1 376 2 split_gain=8.13719 7.80999 2.57692 threshold=0.12541500000000003 0.048375000000000008 0.13816000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.670944440758498e-05 0.00010070614435782273 0.0002660073820186356 0.00038345691980170508 leaf_weight=141.03646801057039 9.8138378821313399 10.944073813036082 8.0530462544411403 leaf_count=2182 114 90 94 internal_value=0 -3.3292e-05 0.000229743 internal_weight=0 151.981 17.8669 internal_count=2480 2272 208 is_linear=0 shrinkage=0.000369739 Tree=2895 num_leaves=3 num_cat=0 split_feature=38 12 split_gain=7.25217 7.54578 threshold=0.10386000000000002 -0.072949999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026239664053443914 -0.0063015814710066327 1.3610514465195051e-05 leaf_weight=21.422613940900192 2.6869303495623162 139.55192772130249 leaf_count=237 29 2201 internal_value=0 0.000362581 internal_weight=0 160.975 internal_count=2467 2438 is_linear=0 shrinkage=0.00410443 Tree=2896 num_leaves=4 num_cat=0 split_feature=15 4 4 split_gain=8.19533 7.94338 7.43467 threshold=0.082725000000000007 0.18599000000000002 -0.49367499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029999216991330587 -0.00033800626265505565 0.00028590069901656415 4.5394284987327959e-05 leaf_weight=8.9806158766150457 16.128948225290518 3.2786721792072049 135.32760339137167 leaf_count=119 856 17 1467 internal_value=0 -0.00023157 2.36842e-05 internal_weight=0 19.4076 144.308 internal_count=2459 873 1586 is_linear=0 shrinkage=0.000369739 Tree=2897 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=7.73292 8.27283 7.05898 threshold=0.0095750000000000019 -0.10939499999999998 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001360828751724466 -0.00012738676071662674 -7.6879405138967913e-05 0.00026134070127313287 leaf_weight=27.341315831756219 7.5850482340902117 114.45082353882026 21.706416332628578 leaf_count=207 52 1994 234 internal_value=0 -3.57396e-05 0.000160578 internal_weight=0 141.792 29.2915 internal_count=2487 2201 286 is_linear=0 shrinkage=0.000348413 Tree=2898 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=7.09786 8.61576 2.80111 threshold=-0.24588999999999997 0.084045000000000022 0.0057300000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037435461035632681 5.7016914156068935e-05 -0.00013124965456931916 1.2663421849228855e-05 leaf_weight=10.305255180690436 90.457179752993397 63.66665108606685 4.8342459294944993 leaf_count=108 710 1617 21 internal_value=0 -2.07925e-05 0.000259803 internal_weight=0 154.124 15.1395 internal_count=2456 2327 129 is_linear=0 shrinkage=0.00039237 Tree=2899 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=6.47273 16.6835 13.642 threshold=-0.10191999999999998 -0.075969999999999996 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018663380171567282 -0.0031224767804361652 0.00048484689285766035 -0.0022900795885147686 leaf_weight=55.191742103546858 28.855348184530158 64.048441484628711 15.698771369177846 leaf_count=379 1206 774 102 internal_value=0 -0.000637976 0.000943736 internal_weight=0 92.9038 70.8905 internal_count=2461 1980 481 is_linear=0 shrinkage=0.00394505 Tree=2900 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=9.81758 15.8181 11.9114 threshold=-0.10674499999999999 0.11951500000000001 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015813624230495891 -0.00025926981095602023 -0.00047526635896176175 1.0147021221727354e-05 leaf_weight=60.102118713315576 34.040828696219251 5.8113634111359707 65.355677646817639 leaf_count=382 1260 36 794 internal_value=0 0.00010158 -8.23094e-05 internal_weight=0 65.9135 99.3965 internal_count=2472 418 2054 is_linear=0 shrinkage=0.000369739 Tree=2901 num_leaves=3 num_cat=0 split_feature=1373 151 split_gain=6.59983 6.3573 threshold=0.099250000000000019 -0.52082499999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0056418151276599439 -0.0063343370208508495 0.00012016347981653074 leaf_weight=2.924983564647845 2.4788120584562412 159.13257614133181 leaf_count=39 20 2404 internal_value=0 1.23418e-05 internal_weight=0 162.058 internal_count=2463 2443 is_linear=0 shrinkage=0.00394505 Tree=2902 num_leaves=4 num_cat=0 split_feature=376 2 4 split_gain=7.49052 7.2134 3.36583 threshold=0.048375000000000008 0.16826500000000003 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058162680851051799 0.0049339908707217899 0.0045737772468467776 0.00056162062076512667 leaf_weight=139.82056131813442 7.4200829002074897 5.234399890061467 6.0592877927701903 leaf_count=2272 66 58 66 internal_value=0 -0.000392207 0.00298933 internal_weight=0 145.055 13.4794 internal_count=2462 2330 132 is_linear=0 shrinkage=0.00435565 Tree=2903 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=9.00111 9.74286 9.22545 threshold=0.091615000000000016 -0.034484999999999995 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019027001593646895 -0.00017083764561557182 0.00011709152287865041 5.4331354951347644e-05 leaf_weight=48.170798635517713 16.923678571823984 70.305757072288543 28.611433780752122 leaf_count=1419 257 565 187 internal_value=0 6.1082e-05 -9.91776e-05 internal_weight=0 87.2294 76.7822 internal_count=2428 822 1606 is_linear=0 shrinkage=0.000341582 Tree=2904 num_leaves=4 num_cat=0 split_feature=13 3 4 split_gain=9.1511 9.11237 2.27823 threshold=-0.24588999999999997 0.098770000000000011 -0.064209999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010948098971748812 4.4282109680621926e-05 -0.00292638680335044 0.0044272353352563746 leaf_weight=5.7474685013294211 125.14109619782539 19.185450056102127 8.0775364441797119 leaf_count=28 2197 130 96 internal_value=0 -0.000352574 0.00306177 internal_weight=0 144.327 13.825 internal_count=2451 2327 124 is_linear=0 shrinkage=0.00402395 Tree=2905 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=9.46378 17.4366 7.88841 threshold=1.0000000180025095e-35 0.10812000000000001 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023757073161441889 -0.00034398246026266479 0.0004050015544970398 7.3483795882411056e-05 leaf_weight=39.729024148487952 6.4265526607632628 6.6471696980297557 115.84303619270213 leaf_count=1300 122 17 1073 internal_value=0 -0.000144716 5.12469e-05 internal_weight=0 46.3762 122.27 internal_count=2512 1317 1195 is_linear=0 shrinkage=0.000369739 Tree=2906 num_leaves=4 num_cat=0 split_feature=42 1456 2 split_gain=6.74347 5.90497 1.59193 threshold=-0.108275 1.0000000180025095e-35 0.075670000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078579483478072188 0.00033064005378007576 -0.0039403611648120571 -0.0029061348441004166 leaf_weight=1.4909881423227478 151.17359959101304 5.7829547172295852 4.9257048020372167 leaf_count=22 2115 206 123 internal_value=0 0.000170581 -0.00417177 internal_weight=0 156.957 6.41669 internal_count=2466 2321 145 is_linear=0 shrinkage=0.00418651 Tree=2907 num_leaves=4 num_cat=0 split_feature=14 0 160 split_gain=6.1836 6.85556 0.959657 threshold=0.076175000000000007 -0.10674499999999999 -0.007559999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015367667442223927 -0.007593480091797002 -0.00048267010496875655 -0.0030220858939980499 leaf_weight=65.144718641648069 2.1122568440623581 96.076908789400477 2.5202241805382064 leaf_count=382 32 2037 50 internal_value=0 0.000333823 -0.0052365 internal_weight=0 161.222 4.63248 internal_count=2501 2419 82 is_linear=0 shrinkage=0.00480899 Tree=2908 num_leaves=4 num_cat=0 split_feature=1 47 43 split_gain=7.8748 8.37889 2.70725 threshold=0.12419000000000001 0.11893500000000001 -0.074169999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.659668135447075e-05 0.00042095527991698611 -0.00049203461987745397 0.00012341477277736599 leaf_weight=138.2046080842847 5.8831818555481759 5.148813394131138 14.335008234251289 leaf_count=2160 70 50 162 internal_value=0 -3.40436e-05 0.000211836 internal_weight=0 143.353 20.2182 internal_count=2442 2210 232 is_linear=0 shrinkage=0.000369739 Tree=2909 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=7.36211 6.67158 4.95779 threshold=-0.0068949999999999992 -0.097754999999999995 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003806678656891444 0.00014069742368905469 -3.5319428233600631e-05 0.00022451953623765024 leaf_weight=11.397903768112881 45.021616430487484 108.28735200432129 2.3471982572227708 leaf_count=387 319 1760 15 internal_value=0 1.64357e-05 -0.000276343 internal_weight=0 153.309 13.7451 internal_count=2481 2079 402 is_linear=0 shrinkage=0.000384677 Tree=2910 num_leaves=4 num_cat=0 split_feature=43 160 12 split_gain=7.4359 7.45855 0.144479 threshold=0.2506000000000001 -0.40446999999999994 -0.064689999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042087363831764586 -0.00026670919005651166 4.355548080637817e-05 -0.00047594357939752691 leaf_weight=4.7613446855684733 1.1115200296044347 158.09369488758966 3.6399601371958843 leaf_count=183 16 2130 136 internal_value=0 2.96973e-05 -0.000434264 internal_weight=0 162.855 4.75148 internal_count=2465 2313 152 is_linear=0 shrinkage=0.000369739 Tree=2911 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=7.7733 13.6201 8.71269 threshold=0.090515000000000012 -0.083954999999999988 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011701394609470453 -0.00031178981704727021 -0.00021374320002566074 0.00010462444443401362 leaf_weight=27.957518389914185 7.6821928084827951 47.917669764719903 86.351655035279691 leaf_count=352 107 1210 771 internal_value=0 -9.18772e-05 7.02747e-05 internal_weight=0 75.8752 94.0338 internal_count=2440 1562 878 is_linear=0 shrinkage=0.000377134 Tree=2912 num_leaves=3 num_cat=0 split_feature=11 159 split_gain=6.47985 6.67225 threshold=0.10600000000000001 -0.032739999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0028093895737386363 -0.0064481953625407261 0.00056655822058844876 leaf_weight=11.876442177221177 2.6176849072799078 151.09610144258477 leaf_count=330 19 2094 internal_value=0 0.00031878 internal_weight=0 162.973 internal_count=2443 2424 is_linear=0 shrinkage=0.00435565 Tree=2913 num_leaves=4 num_cat=0 split_feature=155 484 12 split_gain=7.08189 6.56821 0.0408943 threshold=0.090695000000000012 -0.0068949999999999992 0.079570000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022762949850919958 -0.00055206908123564145 3.7699820543732996e-05 -0.00038641970894718426 leaf_weight=14.505372237181289 1.1748999673873175 143.87500574858859 3.8602942370343953 leaf_count=386 19 1919 128 internal_value=0 1.32558e-05 -0.00043624 internal_weight=0 158.38 5.03519 internal_count=2452 2305 147 is_linear=0 shrinkage=0.000377134 Tree=2914 num_leaves=4 num_cat=0 split_feature=1213 484 51 split_gain=8.61646 5.96666 2.29066 threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011554477228266995 -0.0025327239764303712 0.00044231205928347791 -0.0049458932122477973 leaf_weight=1.26480470970273 13.356402209145015 140.78617985488381 7.7534064674400707 leaf_count=14 376 1684 375 internal_value=0 0.000182875 -0.0040865 internal_weight=0 154.143 9.01821 internal_count=2449 2060 389 is_linear=0 shrinkage=0.00427024 Tree=2915 num_leaves=4 num_cat=0 split_feature=156 0 475 split_gain=6.38266 6.49541 0.663938 threshold=0.11896500000000002 -0.060129999999999996 -0.054724999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046713349772499322 -0.0033710163284754852 0.0011931001169767437 -0.0072972196594517742 leaf_weight=111.05611200648127 1.6592403347603979 48.624350790865719 1.4220108378212888 leaf_count=1996 47 399 33 internal_value=0 3.89066e-05 -0.00537531 internal_weight=0 159.68 3.08125 internal_count=2475 2395 80 is_linear=0 shrinkage=0.00379185 Tree=2916 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=7.20137 6.52448 threshold=-0.42985499999999993 -0.091944999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.004388367006032989 -0.002282693002880714 0.00059135087744518491 leaf_weight=5.827405566989909 15.245635133062022 140.49481980595738 leaf_count=222 359 1876 internal_value=0 0.000308569 internal_weight=0 155.74 internal_count=2457 2235 is_linear=0 shrinkage=0.00418651 Tree=2917 num_leaves=4 num_cat=0 split_feature=159 14 150 split_gain=6.74515 7.14494 6.93469 threshold=-0.032739999999999991 0.062655000000000016 -0.23130999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0058912844081773341 0.00057845477253190038 -0.0053814215894019074 -0.0045492517353223861 leaf_weight=1.5913762748241413 147.94289457373088 4.6913652231451115 11.281481665617319 leaf_count=3 2074 78 328 internal_value=0 0.000391462 -0.00321889 internal_weight=0 152.634 12.8729 internal_count=2483 2152 331 is_linear=0 shrinkage=0.00480899 Tree=2918 num_leaves=4 num_cat=0 split_feature=42 456 0 split_gain=6.63806 6.65033 2.85672 threshold=-0.094924999999999995 0.088355000000000003 -0.016664999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0046724862763578697 0.00044669173022563526 -0.0036225049372651547 0.00063040965691022984 leaf_weight=7.0335997740039602 146.43949897459242 7.2830037202220401 2.3388002756983024 leaf_count=186 2166 100 13 internal_value=0 0.000251407 -0.00335737 internal_weight=0 153.723 9.3724 internal_count=2465 2266 199 is_linear=0 shrinkage=0.00418651 Tree=2919 num_leaves=4 num_cat=0 split_feature=1 16 52 split_gain=7.12899 14.1329 7.94281 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0039371695039985641 -0.0048856569113548314 0.0011632719092859551 0.00083125981682970846 leaf_weight=24.822105893574189 5.3309763097204259 21.64109975710744 113.15527424030006 leaf_count=984 128 290 1082 internal_value=0 -0.00156446 0.000569673 internal_weight=0 46.4632 118.486 internal_count=2484 1274 1210 is_linear=0 shrinkage=0.00462225 Tree=2920 num_leaves=4 num_cat=0 split_feature=15 1 43 split_gain=9.7258 6.68126 5.30302 threshold=0.084050000000000014 1.0000000180025095e-35 0.091510000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012656638351973043 -0.0041016282632537655 0.00092090875546692514 0.0027258097281631023 leaf_weight=37.137745760497637 15.287315701192712 106.21530100586824 2.5486759309424079 leaf_count=737 752 911 83 internal_value=0 0.000353899 -0.0031151 internal_weight=0 143.353 17.836 internal_count=2483 1648 835 is_linear=0 shrinkage=0.00444276 Tree=2921 num_leaves=4 num_cat=0 split_feature=457 1 15 split_gain=8.8323 8.29786 4.39025 threshold=0.080930000000000016 0.11332500000000002 -0.040504999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011918137350445746 0.0029868400590208179 0.0010917918847557046 -0.00025371938463982679 leaf_weight=98.568603073479608 18.939630816224966 34.770962819922715 10.474968889262525 leaf_count=1922 108 338 101 internal_value=0 -0.000595901 0.00183624 internal_weight=0 133.34 29.4146 internal_count=2469 2260 209 is_linear=0 shrinkage=0.00402395 Tree=2922 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=7.06112 8.40854 5.00739 threshold=0.080930000000000016 0.13662500000000002 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4125434888314448e-05 -6.3375184765852421e-05 0.00025630960873934645 0.00024883974415151292 leaf_weight=125.70943523576716 8.4401221130974609 10.965924829244612 20.242261939682066 leaf_count=2124 83 129 124 internal_value=0 -2.90288e-05 0.000157078 internal_weight=0 136.675 28.6824 internal_count=2460 2253 207 is_linear=0 shrinkage=0.000341582 Tree=2923 num_leaves=4 num_cat=0 split_feature=133 43 1 split_gain=5.88655 5.8565 1.02422 threshold=0.14391000000000001 -0.074459999999999985 0.11604000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014679752939233198 -0.0048353389345396486 -0.00019669009160916198 0.00038711531864167153 leaf_weight=58.046628960350063 4.4187934632063834 101.95552205794957 0.75149034895002831 leaf_count=888 241 1333 13 internal_value=0 0.000407832 -0.00408415 internal_weight=0 160.002 5.17028 internal_count=2475 2221 254 is_linear=0 shrinkage=0.00418651 Tree=2924 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=6.4381 6.45302 threshold=-0.036024999999999995 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0048150248257428545 -0.0036720554118317389 -5.4269668195104978e-05 leaf_weight=4.3779092910699537 9.0802391842007619 144.26797949324828 leaf_count=74 113 2271 internal_value=0 -0.000271013 internal_weight=0 153.348 internal_count=2458 2384 is_linear=0 shrinkage=0.00418651 Tree=2925 num_leaves=4 num_cat=0 split_feature=123 133 13 split_gain=6.18956 10.1639 8.21635 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016766291833273128 -0.0047456726889020832 0.0034967666831846765 -0.00082765683082418307 leaf_weight=26.051715379348025 2.7899152208119657 14.837181651499121 112.07658667437499 leaf_count=206 25 183 2037 internal_value=0 0.00217048 -0.00035436 internal_weight=0 17.6271 138.128 internal_count=2451 208 2243 is_linear=0 shrinkage=0.00402395 Tree=2926 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=6.55672 6.15019 1.8116 threshold=-0.18749999999999997 0.15619500000000003 0.022290000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0036738591942281616 -0.00027209885646407845 0.0054257326481407476 0.00050287048053126743 leaf_weight=11.149046640610321 144.86305925121997 3.4268330978229633 4.6944349673576644 leaf_count=121 2311 21 20 internal_value=0 -0.000136433 0.00274442 internal_weight=0 148.29 15.8435 internal_count=2473 2332 141 is_linear=0 shrinkage=0.00427024 Tree=2927 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=8.6056 9.74481 6.93149 threshold=0.10114000000000002 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012119609451739247 0.00017435369552534479 -0.00013937531933860489 -8.5329396860009112e-05 leaf_weight=26.260733424918726 47.168746522627771 76.655558141414076 19.913660077843815 leaf_count=163 459 1731 144 internal_value=0 -7.28269e-05 9.72521e-05 internal_weight=0 102.916 67.0824 internal_count=2497 1894 603 is_linear=0 shrinkage=0.000369739 Tree=2928 num_leaves=4 num_cat=0 split_feature=13 1 13 split_gain=6.18984 8.58692 2.22503 threshold=-0.24588999999999997 1.0000000180025095e-35 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019427400890135166 -0.0020565486353273073 0.00023802396405764339 0.003359411429442568 leaf_weight=4.2310733082704237 39.247224514023401 104.3556425771676 11.202252116985617 leaf_count=36 1282 1063 100 internal_value=0 -0.000390205 0.00239078 internal_weight=0 143.603 15.4333 internal_count=2481 2345 136 is_linear=0 shrinkage=0.00418651 Tree=2929 num_leaves=4 num_cat=0 split_feature=160 133 52 split_gain=7.60152 7.13396 0.0938296 threshold=-0.40446999999999994 -0.39935999999999994 0.2800700000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026950767550123665 -0.00050269393143636512 4.8739512253475988e-05 -0.00046501810899490732 leaf_weight=1.0576151761924837 3.7366171766188918 160.09036641940475 4.5367985541233793 leaf_count=53 138 2131 139 internal_value=0 3.58275e-05 -0.000434071 internal_weight=0 163.827 5.59441 internal_count=2461 2269 192 is_linear=0 shrinkage=0.000400217 Tree=2930 num_leaves=4 num_cat=0 split_feature=403 160 12 split_gain=6.84736 6.73752 0.334153 threshold=0.090880000000000016 -0.25833999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042850250640861197 -0.00018129264211263709 3.6476382978385171e-05 -0.00045025124039365895 leaf_weight=4.8393546794541171 1.0819869083352385 154.69196988455951 4.8001615700777611 leaf_count=191 21 2070 177 internal_value=0 2.20807e-05 -0.000405089 internal_weight=0 159.531 5.88215 internal_count=2459 2261 198 is_linear=0 shrinkage=0.00039237 Tree=2931 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=7.81697 9.15376 3.80584 threshold=-0.10939499999999998 -0.070844999999999977 -0.14203999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.8142801778239202e-05 0.0001756699646162096 -9.323857841218744e-05 0.0002375340244136063 leaf_weight=6.0149540747515884 21.4034408996813 110.36540501983836 22.742504294263199 leaf_count=65 221 2005 174 internal_value=0 -4.94472e-05 0.000167215 internal_weight=0 131.769 28.7575 internal_count=2465 2226 239 is_linear=0 shrinkage=0.000377134 Tree=2932 num_leaves=4 num_cat=0 split_feature=15 4 2 split_gain=6.30356 8.00599 7.32889 threshold=0.084050000000000014 0.23716000000000004 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028213570346305849 -0.00030250851779720621 0.00042913552423075215 3.1717747416812646e-05 leaf_weight=0.021394465118645623 16.499346276628788 2.453073169104754 147.82037092838436 leaf_count=1 833 11 1613 internal_value=0 -0.000205845 2.91701e-05 internal_weight=0 18.9524 147.842 internal_count=2458 844 1614 is_linear=0 shrinkage=0.000384677 Tree=2933 num_leaves=4 num_cat=0 split_feature=14 3 2 split_gain=6.73685 6.80177 1.41596 threshold=0.062655000000000016 -0.10072999999999999 0.095330000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017839381750419903 -0.0063067276619417079 -0.00019127520392467787 -0.00176751064765066 leaf_weight=41.711251442786306 2.9836574892979106 113.35831609513843 2.1625168761238456 leaf_count=290 64 2084 23 internal_value=0 0.00034093 -0.00447752 internal_weight=0 155.07 5.14617 internal_count=2461 2374 87 is_linear=0 shrinkage=0.00418651 Tree=2934 num_leaves=4 num_cat=0 split_feature=3 1 4 split_gain=7.55281 11.6112 5.94674 threshold=-0.097754999999999995 0.090515000000000012 -0.47668499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026347976611419193 -0.0020253432179992811 0.00057097268372430557 0.0019542816470209815 leaf_weight=4.8227824568748465 43.523104174237233 69.427075810031965 41.020035507623106 leaf_count=72 1382 696 303 internal_value=0 -0.000430481 0.00146626 internal_weight=0 112.95 45.8428 internal_count=2453 2078 375 is_linear=0 shrinkage=0.00394505 Tree=2935 num_leaves=4 num_cat=0 split_feature=15 457 1 split_gain=7.33661 7.02244 4.74966 threshold=0.084050000000000014 -0.0046349999999999994 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002735815053802145 -0.003956037120928498 0.00061306610447285843 0.0011546992519920209 leaf_weight=12.984800028149037 13.327609056141229 127.7946331553394 4.5835397476330391 leaf_count=197 814 1437 30 internal_value=0 0.000302253 -0.00264913 internal_weight=0 140.779 17.9111 internal_count=2478 1634 844 is_linear=0 shrinkage=0.00435565 Tree=2936 num_leaves=4 num_cat=0 split_feature=14 1374 3 split_gain=6.30055 6.49072 0.31964 threshold=0.076175000000000007 -0.094929999999999987 -0.016324999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0047858758673052677 -0.0058221547097050226 0.00062452900497791107 -0.0031793599836016538 leaf_weight=4.5759137347340575 2.6044984359759837 159.69891541934339 2.3182921861298373 leaf_count=45 56 2382 29 internal_value=0 0.000470664 -0.00467597 internal_weight=0 164.275 4.92279 internal_count=2512 2427 85 is_linear=0 shrinkage=0.00453162 Tree=2937 num_leaves=4 num_cat=0 split_feature=1 44 2 split_gain=8.80647 9.52213 0.535342 threshold=0.13662500000000002 1.0000000180025095e-35 0.13645500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5821665389835632e-06 0.00021895178805501482 -0.00052600760379752152 0.00039482368953489607 leaf_weight=151.18922174797626 4.3130014734342677 4.4140145536512128 6.5547308851964772 leaf_count=2316 48 41 72 internal_value=0 -7.92158e-06 0.000327971 internal_weight=0 155.603 10.8677 internal_count=2477 2357 120 is_linear=0 shrinkage=0.000362489 Tree=2938 num_leaves=3 num_cat=0 split_feature=160 472 split_gain=6.66011 5.76808 threshold=-0.25833999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0043188343703856203 -0.0043916899839904619 0.00038399764137607943 leaf_weight=4.9911607209360218 3.9286982739577061 152.44730673130834 leaf_count=198 118 2136 internal_value=0 0.00026096 internal_weight=0 156.376 internal_count=2452 2254 is_linear=0 shrinkage=0.00394505 Tree=2939 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=7.89348 7.94227 4.30298 threshold=0.069910000000000014 0.12337000000000002 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076356365101775943 -0.00045859147371166272 0.0022908029125800413 0.0033557309987423431 leaf_weight=117.01644973910879 8.1862419568933564 19.508157039294019 20.024821294471622 leaf_count=2047 80 221 124 internal_value=0 -0.000325602 0.00225146 internal_weight=0 136.525 28.2111 internal_count=2472 2268 204 is_linear=0 shrinkage=0.00444276 Tree=2940 num_leaves=4 num_cat=0 split_feature=2 47 31 split_gain=6.34622 7.70546 7.65869 threshold=0.097940000000000013 0.11893500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044519096392528777 0.0001242426205891588 -0.00029618384984450113 -9.4341186066865837e-05 leaf_weight=3.9676871965639284 65.311746988329105 7.0497368182986966 86.003428412368521 leaf_count=65 689 49 1678 internal_value=0 8.28887e-05 -7.00243e-05 internal_weight=0 72.3615 89.9711 internal_count=2481 738 1743 is_linear=0 shrinkage=0.000384677 Tree=2941 num_leaves=4 num_cat=0 split_feature=1 133 160 split_gain=9.15986 6.66405 1.14916 threshold=0.12337000000000002 0.10599500000000002 -0.077319999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027148085720442132 0.00056995910192473632 -0.0044164367391025632 0.003110553264745105 leaf_weight=128.46965044498211 3.9894047086127129 7.0676430526073082 15.226775418734176 leaf_count=1902 49 326 187 internal_value=0 -0.000491088 0.00258947 internal_weight=0 135.537 19.2162 internal_count=2464 2228 236 is_linear=0 shrinkage=0.00418651 Tree=2942 num_leaves=4 num_cat=0 split_feature=42 43 43 split_gain=7.04652 8.138 1.26173 threshold=-0.108275 -0.074459999999999985 -0.24340499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057372725533796313 0.00014065210184590184 -4.8317258338275033e-05 -0.00019995269600107512 leaf_weight=3.4233911125920713 56.239926242036745 103.5290619089501 2.7492734896368338 leaf_count=51 892 1436 98 internal_value=0 1.82533e-05 -0.000413778 internal_weight=0 159.769 6.17266 internal_count=2477 2328 149 is_linear=0 shrinkage=0.000400217 Tree=2943 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=6.91289 10.9952 6.46074 threshold=0.094405000000000003 -0.12118 -0.41417999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017211717783520978 -0.00034433527308563427 -0.000141889224339663 0.0001249305781885793 leaf_weight=22.278849321650341 4.4997126981616011 62.680643225088716 75.429692403413355 leaf_count=137 77 1597 646 internal_value=0 -5.94295e-05 9.8068e-05 internal_weight=0 84.9595 79.9294 internal_count=2457 1734 723 is_linear=0 shrinkage=0.000384677 Tree=2944 num_leaves=4 num_cat=0 split_feature=155 1456 0 split_gain=6.93098 6.73433 0.105695 threshold=0.090695000000000012 1.0000000180025095e-35 -0.097774999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9905733008668017e-05 -0.00054366283629863395 -0.0003505927486997986 -0.00035215479447986897 leaf_weight=157.22123171587009 0.98180697020143259 5.4386965406592926 3.5298418405000112 leaf_count=2105 13 223 116 internal_value=0 2.66168e-05 -0.000405986 internal_weight=0 162.66 4.51165 internal_count=2457 2328 129 is_linear=0 shrinkage=0.000348413 Tree=2945 num_leaves=4 num_cat=0 split_feature=15 51 13 split_gain=7.56679 8.19208 6.67907 threshold=0.059235000000000003 -0.40274499999999996 0.14530000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004550843055684054 -0.00030991262910016966 4.6227199408936618e-05 0.00019681755629624362 leaf_weight=4.4900219448027192 16.938180329219907 141.01661007921211 4.4100795532576731 leaf_count=84 846 1467 58 internal_value=0 3.04198e-05 -0.000204753 internal_weight=0 145.507 21.3483 internal_count=2455 1551 904 is_linear=0 shrinkage=0.000369739 Tree=2946 num_leaves=4 num_cat=0 split_feature=156 1456 475 split_gain=6.37311 6.67196 0.743862 threshold=0.11896500000000002 1.0000000180025095e-35 -0.05047999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7051673024291891e-05 -0.00030770234340026154 -0.00036583801938611007 -0.0007105710269583326 leaf_weight=161.55473132047337 1.6250024128239604 5.7099342298461115 1.3728815456852306 leaf_count=2182 47 224 34 internal_value=0 2.30626e-05 -0.000511137 internal_weight=0 167.265 2.99788 internal_count=2487 2406 81 is_linear=0 shrinkage=0.000369739 Tree=2947 num_leaves=3 num_cat=0 split_feature=453 12 split_gain=7.49326 8.66829 threshold=0.10071000000000001 0.079890000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014361295448711558 -0.0080479399370888549 -0.00098161844607631528 leaf_weight=83.100944347446784 2.7301062783226362 71.964013175747823 leaf_count=636 17 1816 internal_value=0 0.000314179 internal_weight=0 155.065 internal_count=2469 2452 is_linear=0 shrinkage=0.00510334 Tree=2948 num_leaves=4 num_cat=0 split_feature=13 3 12 split_gain=7.72032 7.9409 1.2807 threshold=-0.24588999999999997 -0.10072999999999999 0.095150000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015887043460667078 7.9215860601123086e-05 -0.00011871246445231871 0.00041837005593924265 leaf_weight=7.8979541622102243 44.859326421283185 101.94721835735254 4.7850237376987934 leaf_count=100 356 1972 19 internal_value=0 -5.82177e-05 0.000259579 internal_weight=0 146.807 12.683 internal_count=2447 2328 119 is_linear=0 shrinkage=0.00039237 Tree=2949 num_leaves=4 num_cat=0 split_feature=11 3 0 split_gain=6.4012 9.58408 3.0392 threshold=0.08765000000000002 -0.097754999999999995 -0.07409499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003009687687458329 -0.0070889638011764544 -0.00012009904091198685 -0.0011271777532830098 leaf_weight=34.475583341671154 4.1181414888706058 113.50263439619448 5.2365416642278415 leaf_count=274 33 2069 60 internal_value=0 0.000610795 -0.00380449 internal_weight=0 147.978 9.35468 internal_count=2436 2343 93 is_linear=0 shrinkage=0.0052054 Tree=2950 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=8.83573 11.7531 9.421 threshold=-0.10674499999999999 0.11951500000000001 -0.074494999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016013959921943463 -0.00024436796022996423 -0.00037988989506589961 1.60866278616194e-05 leaf_weight=63.725922374986112 32.982945438940078 6.7659736059140405 60.370110256655607 leaf_count=406 1312 39 761 internal_value=0 0.000107786 -7.61181e-05 internal_weight=0 70.4919 93.3531 internal_count=2518 445 2073 is_linear=0 shrinkage=0.00039237 Tree=2951 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=6.53191 6.73582 4.94001 threshold=-0.0068949999999999992 0.12796000000000002 0.10081500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000323342839989453 9.6052513880184141e-06 0.000261598349169137 0.0002520335496279859 leaf_weight=11.770760780549606 138.17319607303943 16.090882631484419 2.3756482433527699 leaf_count=379 1894 186 12 internal_value=0 3.60607e-05 -0.000225498 internal_weight=0 154.264 14.1464 internal_count=2471 2080 391 is_linear=0 shrinkage=0.000369739 Tree=2952 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=9.21137 13.2097 7.40207 threshold=-0.10072999999999999 -0.077724999999999975 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025644475094369892 -0.00027509245488355113 3.5877153402651756e-05 -6.149571937498194e-05 leaf_weight=34.200294813141227 21.856316879973747 98.018087089061737 13.319111760705708 leaf_count=214 1096 1023 128 internal_value=0 -2.10247e-05 0.000167395 internal_weight=0 119.874 47.5194 internal_count=2461 2119 342 is_linear=0 shrinkage=0.000362489 Tree=2953 num_leaves=4 num_cat=0 split_feature=15 1 3 split_gain=6.52018 9.87795 6.85073 threshold=0.035895000000000003 1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017953935402951855 -0.002822872364843429 0.0010670208142534116 0.0087793856982930855 leaf_weight=32.787213385163341 21.539464580069765 99.95922443154268 0.99085439182817836 leaf_count=669 916 845 6 internal_value=0 0.000359112 -0.00227173 internal_weight=0 132.746 22.5303 internal_count=2436 1514 922 is_linear=0 shrinkage=0.00453162 Tree=2954 num_leaves=4 num_cat=0 split_feature=484 131 40 split_gain=8.15068 6.31347 4.61808 threshold=-0.0068949999999999992 0.092620000000000022 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021742422794422746 3.2237324424039577e-05 -0.00028985922923311497 -0.00042575083625675299 leaf_weight=1.9081811374053348 137.42869971366599 9.5241412856848893 9.8460693918168527 leaf_count=13 1817 235 381 internal_value=0 1.11572e-05 -0.000320272 internal_weight=0 146.953 11.7543 internal_count=2446 2052 394 is_linear=0 shrinkage=0.000384677 Tree=2955 num_leaves=4 num_cat=0 split_feature=15 1 151 split_gain=8.06598 8.73864 6.13199 threshold=0.084050000000000014 0.11174500000000002 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051509512333350058 -0.0051142798844436201 0.0026190581609764146 0.00048756545686534685 leaf_weight=4.1346252399962387 11.939035871997477 4.1344665735959998 139.38076361716958 leaf_count=57 815 26 1582 internal_value=0 -0.00312073 0.000321233 internal_weight=0 16.0735 143.515 internal_count=2480 841 1639 is_linear=0 shrinkage=0.00462225 Tree=2956 num_leaves=4 num_cat=0 split_feature=13 3 12 split_gain=6.47573 8.30035 1.6423 threshold=-0.23438999999999996 0.095980000000000024 0.095150000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012732545401353726 1.8100874021504883e-05 -0.00021005569057776802 0.00037326237728623558 leaf_weight=8.34642391419038 128.44245187437627 23.767827669624239 5.9399768831208339 leaf_count=109 2159 150 25 internal_value=0 -1.76543e-05 0.000231688 internal_weight=0 152.21 14.2864 internal_count=2443 2309 134 is_linear=0 shrinkage=0.000355382 Tree=2957 num_leaves=4 num_cat=0 split_feature=1 3 1 split_gain=8.63124 9.7714 7.28249 threshold=0.077765000000000015 0.10812000000000001 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022877496560992454 0.00046971989226980026 0.00034957883782122057 1.859037339973288e-05 leaf_weight=37.471042578981724 5.4445952065289012 4.7838751412928096 112.78228633571416 leaf_count=1279 28 14 1131 internal_value=0 -0.000162546 3.97906e-05 internal_weight=0 42.2549 118.227 internal_count=2452 1293 1159 is_linear=0 shrinkage=0.000384677 Tree=2958 num_leaves=3 num_cat=0 split_feature=51 156 split_gain=6.48299 6.29408 threshold=-0.40274499999999996 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0053397756095705257 0.00030010880338971092 -0.0061728175204921317 leaf_weight=4.0296515899826764 154.51916228275513 2.791580426041036 leaf_count=88 2284 77 internal_value=0 0.000180934 internal_weight=0 157.311 internal_count=2449 2361 is_linear=0 shrinkage=0.00435565 Tree=2959 num_leaves=4 num_cat=0 split_feature=3 1 0 split_gain=6.89648 6.86197 1.99374 threshold=0.18307500000000002 1.0000000180025095e-35 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018004777304459496 0.0014705795109654935 0.00051998072524039472 0.0062218975420043621 leaf_weight=42.452064013225026 3.6909077796153724 109.55343370046467 5.1936842524446529 leaf_count=1276 56 1090 69 internal_value=0 -0.000128925 0.00429094 internal_weight=0 152.005 8.88459 internal_count=2491 2366 125 is_linear=0 shrinkage=0.00490517 Tree=2960 num_leaves=4 num_cat=0 split_feature=12 13 132 split_gain=7.77397 10.2823 8.56068 threshold=0.083325000000000024 -0.47860499999999995 0.082150000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4936024571257656e-05 0.00037827971265338186 -0.00015736335188790146 0.00039753053690598034 leaf_weight=81.403190656099468 5.4390591792762271 63.000626640685368 9.1541160624474269 leaf_count=632 18 1720 68 internal_value=0 -0.000114246 5.40543e-05 internal_weight=0 68.4397 90.5573 internal_count=2438 1738 700 is_linear=0 shrinkage=0.000377134 Tree=2961 num_leaves=4 num_cat=0 split_feature=13 132 2 split_gain=7.95504 9.90884 2.95771 threshold=-0.24588999999999997 0.081240000000000021 0.097940000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5391721343235664e-05 -0.00069781556695383583 0.003022391099802724 0.0047618207712991582 leaf_weight=3.9359715662430963 127.04566357412841 17.277074617682956 9.8054014244116825 leaf_count=37 2130 225 84 internal_value=0 -0.000250467 0.00341633 internal_weight=0 144.323 13.7414 internal_count=2476 2355 121 is_linear=0 shrinkage=0.00462225 Tree=2962 num_leaves=4 num_cat=0 split_feature=1375 457 0 split_gain=7.09907 9.38537 1.77083 threshold=-1.0000000180025095e-35 0.080930000000000016 -0.14920999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048970749394025787 -2.2224761245988452e-05 0.00024463689227320889 -0.00015537165775578315 leaf_weight=4.6638488993048668 130.88395214598859 22.80136685166508 4.9060614621266705 leaf_count=21 2211 163 86 internal_value=0 1.75172e-05 -0.000322088 internal_weight=0 153.685 9.56991 internal_count=2481 2374 107 is_linear=0 shrinkage=0.000384677 Tree=2963 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=6.99345 13.0831 12.4983 threshold=-0.10191999999999998 -0.095804999999999987 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015962072315675916 -0.0037012689991679335 0.0027716560053199094 0.0002180837378023655 leaf_weight=26.89569872058928 28.16925753664691 42.341607922920957 63.563224476063624 leaf_count=219 1200 258 799 internal_value=0 0.00107509 -0.000988518 internal_weight=0 69.2373 91.7325 internal_count=2476 477 1999 is_linear=0 shrinkage=0.00490517 Tree=2964 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=5.73082 6.15458 threshold=-0.40186499999999997 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0082690835082597329 -0.00032007550197224167 0.0013958124336960612 leaf_weight=1.377779372036456 87.937028544489294 77.563181284815073 leaf_count=7 1776 738 internal_value=0 0.000484491 internal_weight=0 165.5 internal_count=2521 2514 is_linear=0 shrinkage=0.00444276 Tree=2965 num_leaves=4 num_cat=0 split_feature=12 1 3 split_gain=6.45795 9.2284 7.54202 threshold=0.084045000000000022 0.13052500000000003 0.095980000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017735834637396129 -0.0016288302627715889 0.0049457245680961971 -0.0010365410223277989 leaf_weight=62.186542098759674 60.105081163113937 5.0435139583423725 32.113682061666623 leaf_count=556 1609 44 256 internal_value=0 -0.00111225 0.000816509 internal_weight=0 65.1486 94.3002 internal_count=2465 1653 812 is_linear=0 shrinkage=0.00471469 Tree=2966 num_leaves=4 num_cat=0 split_feature=1 47 4 split_gain=8.24266 12.4201 11.3447 threshold=1.0000000180025095e-35 0.086380000000000012 -0.083954999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.8753955509530638e-05 9.8024461427008617e-05 -0.00018480258382524224 -0.00030695751384983091 leaf_weight=15.857855628826654 91.897412188351154 27.482173168100417 26.088594538741745 leaf_count=274 978 247 1019 internal_value=0 3.28032e-05 -0.000157521 internal_weight=0 119.38 41.9465 internal_count=2518 1225 1293 is_linear=0 shrinkage=0.000369739 Tree=2967 num_leaves=4 num_cat=0 split_feature=43 12 52 split_gain=7.93516 6.08564 1.26498 threshold=0.25619500000000001 0.084045000000000022 -0.080359999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9422914655160232e-05 -8.0019482059241558e-05 -6.5077738017104203e-05 -0.00052912279157428402 leaf_weight=98.351541215437464 1.1311092884279785 66.819369618955534 4.1191237287130198 leaf_count=807 28 1558 123 internal_value=0 2.09611e-05 -0.000436059 internal_weight=0 165.171 5.25023 internal_count=2516 2365 151 is_linear=0 shrinkage=0.000369739 Tree=2968 num_leaves=4 num_cat=0 split_feature=1 159 2 split_gain=7.2329 7.36548 5.17473 threshold=0.10114000000000002 0.091305000000000011 0.14753000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051995333038930616 0.0006447433067358131 -0.0051585883037918489 0.0049094988426602593 leaf_weight=82.662275412760209 54.022785181179643 9.0405353442765755 7.7358566219918421 leaf_count=1683 513 167 96 internal_value=0 -0.000982987 0.00118686 internal_weight=0 91.7028 61.7586 internal_count=2459 1850 609 is_linear=0 shrinkage=0.00490517 Tree=2969 num_leaves=4 num_cat=0 split_feature=14 1373 14 split_gain=6.76215 5.77223 0.514451 threshold=0.076175000000000007 0.099250000000000019 0.093890000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047518678399415898 -0.0048236165227697201 -0.007574725976208954 -0.0094234189490055575 leaf_weight=154.42297320242506 2.2624074406921855 3.0111350910738102 1.9300852310843764 leaf_count=2358 51 21 31 internal_value=0 0.000315948 -0.00713125 internal_weight=0 157.434 4.19249 internal_count=2461 2379 82 is_linear=0 shrinkage=0.00586213 Tree=2970 num_leaves=4 num_cat=0 split_feature=376 3 2 split_gain=5.39326 6.80883 1.80226 threshold=1.0000000180025095e-35 -0.10115999999999999 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001638237456779678 0.00076546657949213767 -0.00091550894111343056 0.0049765344288830388 leaf_weight=40.980843036202714 4.5595532890874875 103.61953848123085 7.8156656292267144 leaf_count=338 63 2017 67 internal_value=0 -0.00019105 0.00344577 internal_weight=0 144.6 12.3752 internal_count=2485 2355 130 is_linear=0 shrinkage=0.00530951 Tree=2971 num_leaves=4 num_cat=0 split_feature=133 0 12 split_gain=7.34005 7.37954 0.558564 threshold=-0.26719999999999994 -0.10674499999999999 -0.064689999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018744404148448351 0.0015819638966795022 -0.00046923944553609129 -0.0067291681211753039 leaf_weight=0.74729521758854378 66.165624752873555 94.592946098884568 3.3654702244093633 leaf_count=9 436 1938 137 internal_value=0 0.000375516 -0.00592011 internal_weight=0 160.759 4.11277 internal_count=2520 2374 146 is_linear=0 shrinkage=0.00471469 Tree=2972 num_leaves=4 num_cat=0 split_feature=160 1213 484 split_gain=6.79875 6.2671 0.0675737 threshold=-0.40446999999999994 -1.0000000180025095e-35 0.021620000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0054592666001634631 -0.0032129969920085474 0.0007820031509138246 -0.0032711147375321134 leaf_weight=3.7789306103950357 9.1656266071367991 147.97171094547957 1.0594585883663965 leaf_count=123 368 1894 64 internal_value=0 0.000546858 -0.00506495 internal_weight=0 157.137 4.83839 internal_count=2449 2262 187 is_linear=0 shrinkage=0.00471469 Tree=2973 num_leaves=4 num_cat=0 split_feature=43 156 132 split_gain=6.968 6.26882 0.939509 threshold=0.2506000000000001 0.11896500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022997114663316686 -0.0033484992900082397 -0.0069309352986583837 -0.0075923118809863195 leaf_weight=152.08619503781665 2.8694195749121718 2.7687681780662379 2.4783994402969247 leaf_count=2250 98 75 53 internal_value=0 9.70206e-05 -0.00543062 internal_weight=0 154.855 5.34782 internal_count=2476 2325 151 is_linear=0 shrinkage=0.00480899 Tree=2974 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=6.12166 7.45516 threshold=-1.0000000180025095e-35 0.08894500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0059914252285131189 -0.0019773355914809712 0.00042868795918584221 leaf_weight=4.01665762416087 54.243566576682497 97.383978125290014 leaf_count=71 1226 1205 internal_value=0 -0.000432872 internal_weight=0 151.628 internal_count=2502 2431 is_linear=0 shrinkage=0.0052054 Tree=2975 num_leaves=4 num_cat=0 split_feature=484 157 40 split_gain=8.15535 7.6759 3.00286 threshold=-1.0000000180025095e-35 -0.084489999999999996 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010935127387056427 -0.00034159110560425291 3.5321671188126389e-05 -0.00037379756860758152 leaf_weight=2.1383953308686605 8.0263684827368689 137.87241822236683 10.985920362290925 leaf_count=16 143 1900 398 internal_value=0 1.43404e-05 -0.000294817 internal_weight=0 145.899 13.1243 internal_count=2457 2043 414 is_linear=0 shrinkage=0.000377134 Tree=2976 num_leaves=4 num_cat=0 split_feature=1 133 13 split_gain=7.64166 7.54997 3.57114 threshold=0.11588000000000001 0.10599500000000002 -0.073984999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8461862934223345e-06 0.00036397089914572334 -0.00041612554227303105 9.4019314212203655e-05 leaf_weight=125.51718021457782 9.8637865791097301 6.2367087923921636 20.762024332769215 leaf_count=1820 152 319 166 internal_value=0 -2.27459e-05 0.000181973 internal_weight=0 131.754 30.6258 internal_count=2457 2139 318 is_linear=0 shrinkage=0.000369739 Tree=2977 num_leaves=4 num_cat=0 split_feature=133 456 15 split_gain=5.58646 5.53412 0.983673 threshold=0.14391000000000001 0.087015000000000023 -0.13783499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056053793862927885 0.001102301694418519 -0.003315382154117559 -0.0053259204186724514 leaf_weight=145.06234037812101 0.53487881366163481 8.2107751498697308 4.354247461189515 leaf_count=2083 14 144 236 internal_value=0 0.000350638 -0.00461373 internal_weight=0 153.273 4.88913 internal_count=2477 2227 250 is_linear=0 shrinkage=0.00462225 Tree=2978 num_leaves=3 num_cat=0 split_feature=41 3 split_gain=6.08723 6.3935 threshold=0.083035000000000012 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022808770871837899 -0.0044145093000124104 -9.5200111394272397e-05 leaf_weight=39.520851211855188 6.7060349420644334 115.25209105515387 leaf_count=298 75 2077 internal_value=0 0.000512735 internal_weight=0 154.773 internal_count=2450 2375 is_linear=0 shrinkage=0.00510334 Tree=2979 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=8.37691 7.6633 0.612547 threshold=0.18307500000000002 -0.10072999999999999 -0.14001499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018672275020673336 0.0031398734743970881 -0.0010328300788977449 0.0070213859048886195 leaf_weight=41.627250759862363 2.1624487265944481 107.79026426869677 5.3216337291523805 leaf_count=343 36 2059 81 internal_value=0 -0.00022409 0.00596268 internal_weight=0 149.418 7.48408 internal_count=2519 2402 117 is_linear=0 shrinkage=0.00574719 Tree=2980 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=6.7508 8.06965 threshold=-0.59596999999999989 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0011461345624956415 -0.00034864396167563056 1.4474024091018501e-05 leaf_weight=0.61416805908083816 9.1226832419633848 151.56118873134255 leaf_count=3 121 2319 internal_value=0 -6.37009e-06 internal_weight=0 160.684 internal_count=2443 2440 is_linear=0 shrinkage=0.000377134 Tree=2981 num_leaves=4 num_cat=0 split_feature=484 13 147 split_gain=8.94896 6.59281 4.39267 threshold=-0.0068949999999999992 -0.10939499999999998 0.08789000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033450601423350406 0.00021115315503515814 6.4430888463238857e-06 0.0003349186139997031 leaf_weight=12.620995035627855 26.022344935219735 121.51666056097019 1.4074960723519314 leaf_count=384 196 1850 12 internal_value=0 4.26818e-05 -0.000265222 internal_weight=0 147.539 14.0285 internal_count=2442 2046 396 is_linear=0 shrinkage=0.000369739 Tree=2982 num_leaves=4 num_cat=0 split_feature=484 43 2 split_gain=7.80988 7.5159 2.81528 threshold=-0.0068949999999999992 0.2506000000000001 0.11212000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042463408994953389 5.1298640968699974e-05 -0.00044413876797422161 -2.5497799475808773e-05 leaf_weight=8.3916776461992395 144.66828579665162 4.9650902985595158 4.2653308535227543 leaf_count=348 1910 142 51 internal_value=0 3.45394e-05 -0.000291531 internal_weight=0 149.633 12.657 internal_count=2451 2052 399 is_linear=0 shrinkage=0.000400217 Tree=2983 num_leaves=4 num_cat=0 split_feature=41 12 16 split_gain=5.98125 5.99671 1.02315 threshold=0.083035000000000012 -0.072949999999999987 -0.27207999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030708148665847461 -0.0020081349122221125 -2.5334512109468321e-05 -0.0061392921240042923 leaf_weight=21.172294816933572 3.1087606847286224 132.96547239780193 4.4568428243510416 leaf_count=248 24 2140 60 internal_value=0 0.000401872 -0.00449581 internal_weight=0 154.138 7.5656 internal_count=2472 2388 84 is_linear=0 shrinkage=0.0054157 Tree=2984 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=7.17224 5.938 threshold=-0.40274499999999996 -0.28286499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045784960206851573 -0.00040437717716237243 1.9920529359558194e-05 leaf_weight=4.7436920902109696 4.7231611540773875 157.58981823100476 leaf_count=93 60 2341 internal_value=0 7.3036e-06 internal_weight=0 162.313 internal_count=2494 2401 is_linear=0 shrinkage=0.000377134 Tree=2985 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=8.93363 8.06435 6.19674 threshold=0.099515000000000006 -0.23101999999999998 0.071345000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036772714251796595 0.00015630960600204668 -0.00010295240286609294 -0.00011115481750241159 leaf_weight=5.1698994464240959 55.098166383337229 86.79691970400745 14.988281628582625 leaf_count=29 483 1830 163 internal_value=0 -7.60782e-05 9.90252e-05 internal_weight=0 91.9668 70.0864 internal_count=2505 1859 646 is_linear=0 shrinkage=0.000369739 Tree=2986 num_leaves=4 num_cat=0 split_feature=52 13 15 split_gain=7.51843 6.29508 0.849906 threshold=-0.40306999999999998 -0.24588999999999997 -0.092919999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044722353169624493 0.0036849851138706161 4.7052668689283073e-05 -0.0052842946828762756 leaf_weight=1.0323554449714718 12.376256121322511 136.98258249042556 6.4970342579181297 leaf_count=20 119 2093 234 internal_value=0 0.000351036 -0.00463735 internal_weight=0 149.359 7.52939 internal_count=2466 2212 254 is_linear=0 shrinkage=0.00490517 Tree=2987 num_leaves=4 num_cat=0 split_feature=52 484 42 split_gain=11.3487 6.07632 0.0743926 threshold=-0.25691499999999995 -0.0068949999999999992 -0.26622499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058634850190178596 -0.00022399465167111926 2.5647622619692362e-05 -0.00039179917617017547 leaf_weight=0.72485020756721397 13.994325716921592 139.44892017636448 8.2314128752332163 leaf_count=3 377 1818 280 internal_value=0 2.73303e-06 -0.00041459 internal_weight=0 153.443 8.95626 internal_count=2478 2195 283 is_linear=0 shrinkage=0.000362489 Tree=2988 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=6.63541 6.80379 5.23648 threshold=-0.0068949999999999992 -0.51498499999999992 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036925940667108291 -0.00040969087245543834 4.1769079879340378e-05 0.00028199064209753077 leaf_weight=11.233772223175036 5.2186845720279953 143.33978921861853 2.1972033912315956 leaf_count=384 166 1912 14 internal_value=0 2.56132e-05 -0.000261269 internal_weight=0 148.558 13.431 internal_count=2476 2078 398 is_linear=0 shrinkage=0.00039237 Tree=2989 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=7.72702 6.98725 threshold=0.10386000000000002 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.0529038354061105e-07 -0.00062459411422026271 0.00037287304630110956 leaf_weight=157.67042568454053 2.8102831461001179 8.0568418223410827 leaf_count=2317 27 102 internal_value=0 1.90378e-05 internal_weight=0 165.727 internal_count=2446 2419 is_linear=0 shrinkage=0.00039237 Tree=2990 num_leaves=4 num_cat=0 split_feature=128 48 1 split_gain=6.54156 6.73332 0.46237 threshold=0.085185000000000025 0.12879500000000002 0.11156000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061790364738279987 -0.0054150648216330886 -0.0030383116114364515 -0.0023168701755564266 leaf_weight=146.77317608252633 3.4410906957346006 9.6869510071119276 1.5104452641680834 leaf_count=2239 151 71 19 internal_value=0 0.000389525 -0.0045421 internal_weight=0 156.46 4.95154 internal_count=2480 2310 170 is_linear=0 shrinkage=0.00427024 Tree=2991 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=7.09603 6.85763 threshold=-0.42985499999999993 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037858395639726194 -0.00022137073535965335 4.9537316057078699e-05 leaf_weight=5.7936399326426899 13.324107901833484 142.45368208165746 leaf_count=229 362 1870 internal_value=0 2.62234e-05 internal_weight=0 155.778 internal_count=2461 2232 is_linear=0 shrinkage=0.000362489 Tree=2992 num_leaves=4 num_cat=0 split_feature=16 52 4 split_gain=7.71114 7.88013 6.72647 threshold=0.26746000000000009 -0.047889999999999995 0.08920500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013768904545798897 -0.00040255083293206723 -4.6069734076679125e-05 0.00016927939993532112 leaf_weight=49.713401948683895 11.778689186729023 99.318417600879911 3.8100438956171265 leaf_count=488 244 1713 34 internal_value=0 1.52851e-05 -0.000262579 internal_weight=0 149.032 15.5887 internal_count=2479 2201 278 is_linear=0 shrinkage=0.000377134 Tree=2993 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.33252 8.7754 threshold=-0.28286499999999998 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0066070936827934725 -0.00060303932611958293 0.0028697310531527061 leaf_weight=4.2909133819630361 126.77200396161061 25.544910236727446 leaf_count=57 2150 251 internal_value=0 -1.89445e-05 internal_weight=0 152.317 internal_count=2458 2401 is_linear=0 shrinkage=0.0054157 Tree=2994 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=6.25638 8.07003 threshold=-0.51118499999999989 0.099195000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056889656089165609 -8.7997736935101231e-05 8.7547618861116833e-05 leaf_weight=2.9878322386648497 95.866053685895167 64.883396300021559 leaf_count=39 1799 628 internal_value=0 -1.71306e-05 internal_weight=0 160.749 internal_count=2466 2427 is_linear=0 shrinkage=0.000384677 Tree=2995 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=6.30824 10.6673 9.82955 threshold=0.094405000000000003 -0.12077499999999998 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013687570567017015 -0.00021143736772638119 -0.0001620811707334367 0.00011847229238132493 leaf_weight=21.940315180690959 14.970715847332029 62.75335068925051 68.045632667373866 leaf_count=140 205 1585 549 internal_value=0 -8.45564e-05 5.87735e-05 internal_weight=0 84.6937 83.0163 internal_count=2479 1725 754 is_linear=0 shrinkage=0.000369739 Tree=2996 num_leaves=4 num_cat=0 split_feature=1213 0 475 split_gain=7.36062 6.53092 3.40995 threshold=-1.0000000180025095e-35 -0.016664999999999996 -0.083589999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0046680884143892104 -0.00032312116578740957 0.0020654663155957429 -0.0055332784072235136 leaf_weight=0.76089312136173237 115.28418815956684 34.243516677059233 7.1560099282651199 leaf_count=7 1832 278 388 internal_value=0 0.000225028 -0.0045014 internal_weight=0 149.528 7.9169 internal_count=2505 2110 395 is_linear=0 shrinkage=0.00480899 Tree=2997 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=6.53965 6.9132 threshold=-0.40446999999999994 0.090515000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0072215299767398227 -0.0013369813802221937 0.0013971856615416453 leaf_weight=4.8482017548521972 66.857877214089967 83.748071282636374 leaf_count=191 1447 812 internal_value=0 0.000183327 internal_weight=0 150.606 internal_count=2450 2259 is_linear=0 shrinkage=0.00634536 Tree=2998 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=7.85656 7.33045 threshold=-0.094929999999999987 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0063908134262459157 -0.0052629779094864439 0.00036695899104280112 leaf_weight=4.632045926526188 5.9135529406485139 147.66134230047464 leaf_count=45 227 2184 internal_value=0 0.000146496 internal_weight=0 153.575 internal_count=2456 2411 is_linear=0 shrinkage=0.00500327 Tree=2999 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=6.52817 6.75653 threshold=-0.59596999999999989 0.094435000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0010897423546732572 -8.6680475465889903e-05 6.5664426572740225e-05 leaf_weight=0.62452599033713241 82.840658621105831 76.390779853099957 leaf_count=3 1719 729 internal_value=0 -1.35987e-05 internal_weight=0 159.231 internal_count=2451 2448 is_linear=0 shrinkage=0.000369739 Tree=3000 num_leaves=3 num_cat=0 split_feature=31 15 split_gain=6.58375 6.73263 threshold=-1.0000000180025095e-35 -0.37478999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041699242954868458 0.00019927325944228176 -6.4440952933726082e-05 leaf_weight=4.1366931183729312 13.885446919593958 139.66057664656546 leaf_count=67 151 2242 internal_value=0 -4.0465e-05 internal_weight=0 153.546 internal_count=2460 2393 is_linear=0 shrinkage=0.000362489 Tree=3001 num_leaves=4 num_cat=0 split_feature=15 472 13 split_gain=7.23197 5.76016 5.40186 threshold=0.077615000000000003 -1.0000000180025095e-35 0.14530000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042807470996493951 -0.00034645887776713367 3.2650761413878664e-05 0.00011394290473372994 leaf_weight=4.0233704335987559 14.622981950815303 138.70991820876952 5.0060159680433562 leaf_count=124 841 1459 65 internal_value=0 1.93385e-05 -0.000229062 internal_weight=0 142.733 19.629 internal_count=2489 1583 906 is_linear=0 shrinkage=0.000384677 Tree=3002 num_leaves=4 num_cat=0 split_feature=42 1429 2 split_gain=7.28113 8.0134 6.61274 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.099185000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033605104137010252 -0.0004365622622489439 5.2538693680525602e-05 6.5745206728661982e-05 leaf_weight=15.518754285876641 4.8292288499651468 133.51902269793209 9.2367198299616557 leaf_count=538 120 1637 161 internal_value=0 3.51268e-05 -0.000186513 internal_weight=0 138.348 24.7555 internal_count=2456 1757 699 is_linear=0 shrinkage=0.000377134 Tree=3003 num_leaves=3 num_cat=0 split_feature=1456 453 split_gain=7.89064 5.92156 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0062126055693606762 0.00076286618149174585 -0.0047480817122205494 leaf_weight=5.8455751245492129 149.77848448522855 6.6183968682307741 leaf_count=241 2225 61 internal_value=0 0.000526424 internal_weight=0 156.397 internal_count=2527 2286 is_linear=0 shrinkage=0.00574719 Tree=3004 num_leaves=4 num_cat=0 split_feature=481 1429 39 split_gain=7.34566 6.85359 1.28667 threshold=-0.0079799999999999992 -1.0000000180025095e-35 0.085155000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0067889223729317516 -0.0066129778339112932 0.00051448120165722099 9.9244072548724014e-05 leaf_weight=5.5193788759061126 4.2963998711784361 150.89255926857004 1.0125360293313859 leaf_count=253 110 2096 14 internal_value=0 0.000312532 -0.00573748 internal_weight=0 155.189 6.53191 internal_count=2473 2206 267 is_linear=0 shrinkage=0.0056345 Tree=3005 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=6.89574 7.90892 7.06592 threshold=0.079890000000000017 -0.048759999999999991 -0.097754999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002241207330236225 2.851191872249536e-05 -1.8540130512757616e-05 -0.00020932921818132675 leaf_weight=27.189297057222575 32.31863685999997 63.56931357877329 39.277458974102046 leaf_count=239 301 448 1484 internal_value=0 5.43423e-05 -0.00010209 internal_weight=0 90.7586 71.5961 internal_count=2472 687 1785 is_linear=0 shrinkage=0.000377134 Tree=3006 num_leaves=4 num_cat=0 split_feature=14 3 160 split_gain=6.77139 7.04786 0.395678 threshold=0.076175000000000007 -0.10115999999999999 -0.014214999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013361284242515483 -0.00057752737250416151 -3.8583987006400479e-05 -0.00032063373992641568 leaf_weight=44.688224737998098 2.0198907335288823 118.17973917321069 2.4034260956104836 leaf_count=308 32 2131 46 internal_value=0 8.72325e-06 -0.000449305 internal_weight=0 162.868 4.42332 internal_count=2517 2439 78 is_linear=0 shrinkage=0.000369739 Tree=3007 num_leaves=4 num_cat=0 split_feature=484 1429 123 split_gain=9.25998 6.42471 4.9792 threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.004839452087340386 -0.0055973717470521088 0.0007101221549932076 0.0046537352438540533 leaf_weight=11.020639771828426 3.723766080744098 142.78871998121031 1.3537949286401261 leaf_count=381 95 1965 10 internal_value=0 0.000545659 -0.00376846 internal_weight=0 146.512 12.3744 internal_count=2451 2060 391 is_linear=0 shrinkage=0.00480899 Tree=3008 num_leaves=4 num_cat=0 split_feature=150 2 1429 split_gain=7.07979 8.9146 8.11013 threshold=0.081245000000000026 0.090740000000000015 0.084690000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010864952398794274 -0.00010714074861383095 0.0002520508457426778 0.00022196380904411519 leaf_weight=108.48706457170192 16.520293067907915 23.965883663157001 11.58432075451128 leaf_count=2027 155 174 130 internal_value=0 0.000105592 -7.65753e-05 internal_weight=0 40.4862 120.071 internal_count=2486 329 2157 is_linear=0 shrinkage=0.000377134 Tree=3009 num_leaves=4 num_cat=0 split_feature=376 4 4 split_gain=6.94508 8.186 1.95724 threshold=0.048375000000000008 -0.49367499999999992 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039123509154696654 0.00036613457306684696 -1.3131681651571863e-05 7.4183312584740878e-05 leaf_weight=8.5287747886031848 7.8958655130118132 141.8628966275719 5.6324992626905424 leaf_count=111 67 2213 62 internal_value=0 -3.48492e-05 0.000246188 internal_weight=0 150.392 13.5284 internal_count=2453 2324 129 is_linear=0 shrinkage=0.000377134 Tree=3010 num_leaves=4 num_cat=0 split_feature=133 156 13 split_gain=6.68149 6.35471 0.307272 threshold=-0.39935999999999994 0.11896500000000002 -0.14655499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.009385834743562296 0.0005294196045623166 -0.0072225697615431166 -0.005262324539653771 leaf_weight=0.90924756787717376 153.12889837572584 2.6928160896059117 2.6591151303146026 leaf_count=7 2275 75 123 internal_value=0 0.000390364 -0.00656661 internal_weight=0 155.822 3.56836 internal_count=2480 2350 130 is_linear=0 shrinkage=0.00510334 Tree=3011 num_leaves=4 num_cat=0 split_feature=133 12 1456 split_gain=5.59168 7.99867 6.71022 threshold=0.099280000000000021 -0.010834999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.934809311856706e-05 0.00020302163585917082 -0.00043663634620559865 -0.00036917507520130532 leaf_weight=152.72997147071874 3.4129371084272861 7.2893533039023151 4.9303591527859671 leaf_count=1894 36 356 182 internal_value=0 -0.000232661 2.63198e-05 internal_weight=0 10.7023 157.66 internal_count=2468 392 2076 is_linear=0 shrinkage=0.000348413 Tree=3012 num_leaves=4 num_cat=0 split_feature=160 14 52 split_gain=6.69794 6.41864 0.0714981 threshold=-0.25833999999999996 0.076175000000000007 0.29871500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025926497225091285 2.5985188762444609e-05 -0.00041563029489366749 -0.00041868829669352089 leaf_weight=1.2233118002768595 157.79894409101689 4.334506888408213 4.2715056894812733 leaf_count=62 2229 71 141 internal_value=0 1.39003e-05 -0.000389082 internal_weight=0 162.133 5.49482 internal_count=2503 2300 203 is_linear=0 shrinkage=0.000362489 Tree=3013 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=5.63307 12.4813 10.1335 threshold=-0.10191999999999998 -0.075969999999999996 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024046270100872577 -0.0040981255603533724 0.0009177836155443152 0.0031754908582552173 leaf_weight=15.98752513155341 26.096025112085044 62.269117577583529 48.873677930794656 leaf_count=155 1191 792 302 internal_value=0 -0.000566828 0.00179828 internal_weight=0 88.3651 64.8612 internal_count=2440 1983 457 is_linear=0 shrinkage=0.00609896 Tree=3014 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=6.59971 19.2629 9.00273 threshold=0.088975000000000012 0.0060650000000000009 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030713083865233049 -0.00035196988622834775 0.00012985649770949143 7.7022435128973389e-05 leaf_weight=36.493533235043287 8.1158331083133799 26.888466531527229 88.990273523842916 leaf_count=1174 109 341 838 internal_value=0 -0.000121846 4.08045e-05 internal_weight=0 63.382 97.1061 internal_count=2462 1515 947 is_linear=0 shrinkage=0.00039237 Tree=3015 num_leaves=3 num_cat=0 split_feature=9 1 split_gain=7.06852 5.94042 threshold=-1.0000000180025095e-35 0.12212000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045120050315370334 -4.7339181059970621e-05 0.00017343757753302048 leaf_weight=4.9993679798208168 138.70769663271494 21.584329819772393 leaf_count=76 2191 209 internal_value=0 -1.75099e-05 internal_weight=0 160.292 internal_count=2476 2400 is_linear=0 shrinkage=0.00039237 Tree=3016 num_leaves=4 num_cat=0 split_feature=2 4 150 split_gain=7.05719 8.70106 8.27283 threshold=0.08894500000000001 0.23993500000000004 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00255187210643442 -0.00038184649954402401 0.0025541298261499636 0.0028565920565220091 leaf_weight=48.011615714989603 69.57063982822001 10.01500034960918 27.449053381802514 leaf_count=1166 1004 100 193 internal_value=0 -0.00166739 0.000536617 internal_weight=0 58.0266 97.0197 internal_count=2463 1266 1197 is_linear=0 shrinkage=0.00500327 Tree=3017 num_leaves=4 num_cat=0 split_feature=15 13 3 split_gain=7.22074 6.08575 5.91221 threshold=0.082725000000000007 -0.24588999999999997 -0.10373499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001298873899209321 0.00064846622362931591 -0.00028581132861180673 -4.1753300773655532e-05 leaf_weight=38.730441081337631 0.94227844569832342 18.903642743069213 107.53478739620186 leaf_count=256 6 876 1365 internal_value=0 -0.000238063 3.76105e-06 internal_weight=0 19.8459 146.265 internal_count=2503 882 1621 is_linear=0 shrinkage=0.000377134 Tree=3018 num_leaves=3 num_cat=0 split_feature=44 456 split_gain=6.07188 6.39765 threshold=0.081805000000000017 0.088355000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027377781696193636 -0.0053056977895388508 -0.0044395828002405423 leaf_weight=145.38917159102857 4.5059473607689133 6.3124260844197115 leaf_count=2314 42 101 internal_value=0 7.45214e-05 internal_weight=0 151.702 internal_count=2457 2415 is_linear=0 shrinkage=0.00462225 Tree=3019 num_leaves=3 num_cat=0 split_feature=38 14 split_gain=7.50546 6.54918 threshold=0.10208000000000002 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00043453607385141485 -0.010923308728554194 -0.0073210368960784462 leaf_weight=152.49212641321355 2.5801576636731616 4.7857963636051855 leaf_count=2379 26 82 internal_value=0 0.000193502 internal_weight=0 157.278 internal_count=2487 2461 is_linear=0 shrinkage=0.00660171 Tree=3020 num_leaves=4 num_cat=0 split_feature=124 484 42 split_gain=9.26035 8.55973 3.06176 threshold=-0.043384999999999993 -0.0068949999999999992 -0.025789999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5840587029536569e-05 -0.00032305469089225424 3.1198024091495144e-06 0.00036179413608448545 leaf_weight=5.8433423154056099 11.858378981589338 135.51214464090299 12.151605106657369 leaf_count=39 366 1910 158 internal_value=0 -2.33516e-05 0.000256826 internal_weight=0 147.371 17.9949 internal_count=2473 2276 197 is_linear=0 shrinkage=0.000369739 Tree=3021 num_leaves=4 num_cat=0 split_feature=484 133 123 split_gain=7.39289 7.03168 4.67166 threshold=-0.0068949999999999992 -0.38113999999999992 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0049191887746816779 -0.0067860369954403556 0.00065703474816336343 0.0051240540591523092 leaf_weight=11.09466154623078 3.5585270561277857 142.89271392347291 1.3859273009002198 leaf_count=388 125 1936 11 internal_value=0 0.000471134 -0.00376828 internal_weight=0 146.451 12.4806 internal_count=2460 2061 399 is_linear=0 shrinkage=0.00530951 Tree=3022 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=6.11284 7.64965 threshold=1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043643006836091417 -0.007279538287722355 0.0064004236445103207 leaf_weight=143.07692447630689 4.4942154434975228 6.2459081124979994 leaf_count=2327 47 102 internal_value=0 -0.000145875 internal_weight=0 149.323 internal_count=2476 2429 is_linear=0 shrinkage=0.00609896 Tree=3023 num_leaves=4 num_cat=0 split_feature=2 474 1 split_gain=6.90519 6.58287 1.4119 threshold=0.14753000000000002 0.084660000000000027 0.12419000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.817077768383315e-05 7.5595798432411831e-05 0.00016932158986614099 0.00038999547128918815 leaf_weight=134.13410978094907 3.0631939871236664 21.781736717675813 7.1920424057170749 leaf_count=2094 35 263 83 internal_value=0 -2.6291e-05 0.000297916 internal_weight=0 155.916 10.2552 internal_count=2475 2357 118 is_linear=0 shrinkage=0.000384677 Tree=3024 num_leaves=3 num_cat=0 split_feature=43 39 split_gain=5.61224 5.62712 threshold=-0.59596999999999989 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013576794870443946 -0.000294917611765604 0.0065326551939556918 leaf_weight=0.69919663481414218 154.35290782852098 3.2297128718346348 leaf_count=4 2431 19 internal_value=0 -0.000150445 internal_weight=0 157.583 internal_count=2454 2450 is_linear=0 shrinkage=0.0052054 Tree=3025 num_leaves=3 num_cat=0 split_feature=52 481 split_gain=7.20749 6.82212 threshold=-0.42985499999999993 -0.0079799999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0054648723155396525 -0.0047698727785340832 0.00055448924751373891 leaf_weight=5.9452236593351691 6.706626159080769 149.35026632755762 leaf_count=233 244 2006 internal_value=0 0.000322416 internal_weight=0 156.057 internal_count=2483 2250 is_linear=0 shrinkage=0.0052054 Tree=3026 num_leaves=4 num_cat=0 split_feature=481 13 159 split_gain=7.03126 6.11541 0.376386 threshold=-0.0079799999999999992 -0.10939499999999998 -0.094329999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013463669689821846 0.00016587875689507485 -1.3225224216540038e-05 -0.00040631449355240485 leaf_weight=0.89875243953429151 29.295060994103551 132.7705537675065 5.1071208003559141 leaf_count=31 227 1978 241 internal_value=0 1.92419e-05 -0.000368867 internal_weight=0 162.066 6.00587 internal_count=2477 2205 272 is_linear=0 shrinkage=0.000355382 Tree=3027 num_leaves=3 num_cat=0 split_feature=43 124 split_gain=6.89048 7.06147 threshold=-0.59596999999999989 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0011222583304068552 0.0001867328074128817 -4.9467494973886245e-05 leaf_weight=0.61216145008802314 19.579490755451843 142.60974126879591 leaf_count=3 207 2273 internal_value=0 -2.08442e-05 internal_weight=0 162.189 internal_count=2483 2480 is_linear=0 shrinkage=0.000369739 Tree=3028 num_leaves=4 num_cat=0 split_feature=43 12 15 split_gain=9.50714 7.78208 6.52989 threshold=-0.074459999999999985 0.040165000000000006 0.082725000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043656966701285565 -0.00095906876109881503 -0.00019313426288446308 -0.0058030195942036546 leaf_weight=21.655680617550388 85.638430881255772 34.751154784229584 11.158124172769019 leaf_count=196 807 783 672 internal_value=0 0.00156227 -0.00152351 internal_weight=0 56.4068 96.7966 internal_count=2458 979 1479 is_linear=0 shrinkage=0.00597937 Tree=3029 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=8.93476 10.3397 0.927271 threshold=-0.49367499999999992 -0.060644999999999991 -0.027164999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050589348321765501 -3.5108972415039485e-05 0.00018875844708378647 -0.00024711440317551082 leaf_weight=3.9511273019015789 110.49480114685139 42.05953158903867 5.0315707009285671 leaf_count=63 1983 339 56 internal_value=0 2.67049e-05 -0.000365768 internal_weight=0 152.554 8.9827 internal_count=2441 2322 119 is_linear=0 shrinkage=0.000384677 Tree=3030 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=8.51001 6.1494 1.42444 threshold=-0.29521499999999995 0.13662500000000002 -0.041094999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010125736495553378 -1.3706625824190056e-05 0.00030061974892372535 -0.00043957775852479129 leaf_weight=0.75370354508049775 139.30379428592278 9.7496353776659799 7.5760648102150281 leaf_count=9 2030 133 257 internal_value=0 7.06379e-06 -0.000389947 internal_weight=0 149.053 8.32977 internal_count=2429 2163 266 is_linear=0 shrinkage=0.000384677 Tree=3031 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=7.4587 10.6183 5.57544 threshold=-0.075969999999999996 0.079805000000000015 -0.086544999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050463976302153558 0.0039598485660521333 -0.00054193963256418426 3.1205344661036565e-05 leaf_weight=19.855629681842402 13.316582966595886 66.503509364323691 50.221048556792084 leaf_count=987 164 683 641 internal_value=0 -0.00158279 0.00086011 internal_weight=0 86.3591 63.5376 internal_count=2475 1670 805 is_linear=0 shrinkage=0.0054157 Tree=3032 num_leaves=4 num_cat=0 split_feature=130 484 40 split_gain=7.39306 6.26866 1.04844 threshold=1.0000000180025095e-35 -0.0068949999999999992 -0.082294999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034258010796362022 -0.00010914844463791489 0.00078426194588461018 -0.0065739684260825741 leaf_weight=12.636627342144491 0.96847441978752602 139.65095811150968 5.7856999147916204 leaf_count=387 10 1811 314 internal_value=0 0.000432656 -0.00566388 internal_weight=0 152.288 6.75417 internal_count=2522 2198 324 is_linear=0 shrinkage=0.00574719 Tree=3033 num_leaves=4 num_cat=0 split_feature=160 14 15 split_gain=6.14841 5.393 0.108831 threshold=-0.40446999999999994 0.062655000000000016 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022024944985275219 3.8203582273698868e-05 -0.00039648279790890169 -0.00043553803216803334 leaf_weight=0.78305064700543869 154.11088865197962 4.2308591271284959 4.1088299055118105 leaf_count=15 2188 72 177 internal_value=0 2.63169e-05 -0.000406776 internal_weight=0 158.342 4.89188 internal_count=2452 2260 192 is_linear=0 shrinkage=0.000384677 Tree=3034 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=7.24236 7.67397 6.78151 threshold=-0.24269999999999997 -0.24042999999999998 0.11375500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032897253694110385 -0.0013356715383299009 -3.6475888095748402e-05 -0.00027702188618035681 leaf_weight=13.942826275248082 0.53768804296851058 144.89716890826821 3.1396946944296351 leaf_count=184 5 2260 19 internal_value=0 -4.2303e-05 0.000216515 internal_weight=0 145.435 17.0825 internal_count=2468 2265 203 is_linear=0 shrinkage=0.000377134 Tree=3035 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=7.57182 7.92534 2.01516 threshold=-0.49367499999999992 -0.018054999999999998 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013749066242472731 -3.8817662254486436e-05 0.00021436712226939651 -0.00051513909116580544 leaf_weight=3.9056266862899065 123.71793597150827 23.46107367426157 5.6439740136265737 leaf_count=38 2159 165 84 internal_value=0 1.67354e-06 -0.000364071 internal_weight=0 147.179 9.5496 internal_count=2446 2324 122 is_linear=0 shrinkage=0.000400217 Tree=3036 num_leaves=4 num_cat=0 split_feature=47 3 1 split_gain=6.1729 15.2078 11.4293 threshold=0.086380000000000012 -0.10628499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023010311398197355 0.0056301612042450331 -0.005095709770426473 0.0018095682643416468 leaf_weight=39.684914911573287 6.7775277690961984 23.42320789815858 86.183207120280713 leaf_count=1165 25 294 932 internal_value=0 -0.00267675 0.000512646 internal_weight=0 30.2007 125.868 internal_count=2416 319 2097 is_linear=0 shrinkage=0.00634536 Tree=3037 num_leaves=4 num_cat=0 split_feature=42 43 133 split_gain=6.25421 6.98357 3.04897 threshold=-0.094329999999999983 -0.074459999999999985 -0.14823499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0034072232270835642 0.0017690824569670418 -0.00089145039435245641 -0.0060604596003166417 leaf_weight=1.2245377342915151 48.46711238892749 98.881732683104929 8.2364475411595759 leaf_count=18 818 1444 204 internal_value=0 -1.56487e-05 -0.00480954 internal_weight=0 147.349 9.46099 internal_count=2484 2262 222 is_linear=0 shrinkage=0.00574719 Tree=3038 num_leaves=4 num_cat=0 split_feature=484 448 151 split_gain=9.045 5.9952 2.96658 threshold=-0.0068949999999999992 -0.083859999999999976 0.015440000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004201802450665231 -0.00047151086876468234 5.0196876017108746e-05 0.00011480627408484832 leaf_weight=9.5144149431725946 3.501411033794283 150.4542174207163 1.9557057721540321 leaf_count=360 37 2025 13 internal_value=0 3.79976e-05 -0.000328735 internal_weight=0 153.956 11.4701 internal_count=2435 2062 373 is_linear=0 shrinkage=0.000400217 Tree=3039 num_leaves=4 num_cat=0 split_feature=43 15 3 split_gain=7.25159 11.7481 7.40971 threshold=-0.074459999999999985 0.035895000000000003 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038180066259707807 -0.00029681551927755896 -0.0055453689983282059 0.0036325851328818646 leaf_weight=31.118005817057565 80.115414141328074 14.71384184679482 23.662304508732632 leaf_count=693 763 709 273 internal_value=0 -0.00111677 0.00135608 internal_weight=0 94.8293 54.7803 internal_count=2438 1472 966 is_linear=0 shrinkage=0.0054157 Tree=3040 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=8.17047 9.34256 7.26433 threshold=0.27190000000000009 0.12118000000000002 0.079915000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.2676386864094664e-05 0.00024592193147420719 -0.00032925250171562048 -0.0003687647732547681 leaf_weight=123.74963026499609 26.84837240725756 4.4062269851565352 8.7762008397839946 leaf_count=2051 268 23 113 internal_value=0 0.000163949 -4.58872e-05 internal_weight=0 31.2546 132.526 internal_count=2455 291 2164 is_linear=0 shrinkage=0.000369739 Tree=3041 num_leaves=4 num_cat=0 split_feature=13 3 12 split_gain=7.34008 6.60271 2.0722 threshold=-0.24588999999999997 -0.097754999999999995 0.09087000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011748797838071338 9.3129201367512544e-05 -7.7756211186239088e-05 0.00040886327284464995 leaf_weight=7.2397413272410613 46.945889190072194 101.48400011757622 6.7919450104236603 leaf_count=106 372 1971 20 internal_value=0 -2.36786e-05 0.000260646 internal_weight=0 148.43 14.0317 internal_count=2469 2343 126 is_linear=0 shrinkage=0.000377134 Tree=3042 num_leaves=3 num_cat=0 split_feature=1348 39 split_gain=6.90619 5.84332 threshold=0.084620000000000015 0.0095750000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00062340273868176452 0.0067310718314723935 0.0029632269911157327 leaf_weight=129.80888183775824 7.725341022014617 26.800960963591933 leaf_count=2159 56 282 internal_value=0 -7.93697e-06 internal_weight=0 156.61 internal_count=2497 2441 is_linear=0 shrinkage=0.00700579 Tree=3043 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=6.70327 7.8249 7.67562 threshold=0.084045000000000022 0.14121000000000003 0.080745000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015975070382766457 -0.0026494507003254589 0.0059543002635416131 -0.0038056289602955008 leaf_weight=78.8237411507871 58.39157099503791 4.8957419618964186 13.296059631160459 leaf_count=678 1605 20 131 internal_value=0 -0.00197455 0.000813975 internal_weight=0 63.2873 92.1198 internal_count=2434 1625 809 is_linear=0 shrinkage=0.00660171 Tree=3044 num_leaves=4 num_cat=0 split_feature=1456 155 3 split_gain=6.25678 5.97035 2.25031 threshold=-1.0000000180025095e-35 0.083985000000000018 -0.15327499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001853311755197391 3.9582084926306447e-05 -0.00033800488900525747 -0.00042320530774549387 leaf_weight=0.98117363918572653 144.74826590064913 6.3620802492368957 6.281156242475844 leaf_count=6 2071 160 233 internal_value=0 2.34463e-05 -0.000339424 internal_weight=0 151.11 7.26233 internal_count=2470 2231 239 is_linear=0 shrinkage=0.000384677 Tree=3045 num_leaves=4 num_cat=0 split_feature=15 474 13 split_gain=7.59777 6.79784 6.31363 threshold=0.084050000000000014 -1.0000000180025095e-35 -0.24588999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049946798270016199 0.00079035278770077193 4.157546397875017e-05 -0.00029743030408620365 leaf_weight=3.5552256351802489 0.75807826220989483 142.86732151795877 16.651944919780362 leaf_count=93 3 1528 824 internal_value=0 2.8067e-05 -0.000245318 internal_weight=0 146.423 17.41 internal_count=2448 1621 827 is_linear=0 shrinkage=0.00039237 Tree=3046 num_leaves=4 num_cat=0 split_feature=3 1 0 split_gain=6.27749 6.70112 2.92248 threshold=0.13948500000000003 1.0000000180025095e-35 -0.11749 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026904598278701289 -0.00024642988072658036 0.00034350208379476283 0.0057186393645179117 leaf_weight=38.248967320134398 4.6557821766473344 106.01103177084588 9.8456798172555846 leaf_count=1243 67 1065 71 internal_value=0 -0.000462383 0.0038163 internal_weight=0 144.26 14.5015 internal_count=2446 2308 138 is_linear=0 shrinkage=0.00622094 Tree=3047 num_leaves=3 num_cat=0 split_feature=448 448 split_gain=6.60058 7.06693 threshold=-0.083859999999999976 -0.050549999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0094990278434934645 0.0062689403539630253 -0.00021556879010235666 leaf_weight=3.0696675325743845 7.5958924531005314 147.24543284368701 leaf_count=33 58 2366 internal_value=0 0.000106835 internal_weight=0 154.841 internal_count=2457 2424 is_linear=0 shrinkage=0.00660171 Tree=3048 num_leaves=4 num_cat=0 split_feature=160 151 52 split_gain=6.11836 5.69413 0.0514863 threshold=-0.25833999999999996 -0.28286499999999998 0.29871500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0045796330784336117 -0.0074777386940409188 0.00038702533403505156 -0.007273732005064701 leaf_weight=1.1734102015616361 3.6905299244681364 146.85906762978993 3.9786390131921507 leaf_count=63 48 2237 144 internal_value=0 0.000188817 -0.0067706 internal_weight=0 150.55 5.15205 internal_count=2492 2285 207 is_linear=0 shrinkage=0.00634536 Tree=3049 num_leaves=4 num_cat=0 split_feature=4 150 38 split_gain=6.83506 8.06247 7.26608 threshold=0.27626000000000001 -1.0000000180025095e-35 0.091770000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040291965230943727 -0.0053268268229270414 0.0046036818824587156 -0.011614093335619909 leaf_weight=126.76458828517934 4.3043591827154186 23.385998159879819 2.5649715345352879 leaf_count=2164 23 267 27 internal_value=0 0.00304479 -0.000635123 internal_weight=0 27.6904 129.33 internal_count=2481 290 2191 is_linear=0 shrinkage=0.00673374 Tree=3050 num_leaves=3 num_cat=0 split_feature=43 12 split_gain=7.05593 6.28751 threshold=-0.59596999999999989 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018701961604117971 0.00079193744610150355 -0.0016597983386195806 leaf_weight=0.5983666405081739 93.641114721365739 62.104245845926926 leaf_count=3 817 1618 internal_value=0 -0.000186195 internal_weight=0 155.745 internal_count=2438 2435 is_linear=0 shrinkage=0.00597937 Tree=3051 num_leaves=4 num_cat=0 split_feature=484 155 40 split_gain=7.44897 6.07414 3.84673 threshold=-0.0068949999999999992 0.088610000000000008 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0036772136867782176 0.0010363451940435192 -0.0064701467155765273 -0.0066208929615702069 leaf_weight=1.9117954028770316 140.63157276139827 4.9530991766368961 9.4239616956911032 leaf_count=14 1941 141 386 internal_value=0 0.000776182 -0.00486512 internal_weight=0 145.585 11.3358 internal_count=2482 2082 400 is_linear=0 shrinkage=0.00673374 Tree=3052 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=9.62726 9.16965 threshold=0.27266500000000005 -0.51412499999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00062917849516332472 -0.00057005462214316973 3.317115470760453e-06 leaf_weight=3.5762891555204979 4.2969592206645748 157.87639629951445 leaf_count=23 40 2413 internal_value=0 1.76068e-05 internal_weight=0 161.453 internal_count=2476 2436 is_linear=0 shrinkage=0.00039237 Tree=3053 num_leaves=3 num_cat=0 split_feature=51 1373 split_gain=5.68522 5.80724 threshold=-0.40274499999999996 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0082852537194207983 0.00076646370255660263 -0.0096444096760497679 leaf_weight=3.6671871166327028 155.39987528370693 2.6733552664518347 leaf_count=82 2382 19 internal_value=0 0.000583692 internal_weight=0 158.073 internal_count=2483 2401 is_linear=0 shrinkage=0.0071459 Tree=3054 num_leaves=4 num_cat=0 split_feature=3 457 0 split_gain=7.65673 7.4397 1.15508 threshold=0.18307500000000002 0.080930000000000016 -0.13972999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3671198703996442e-05 0.00016180250855483172 0.00016927629798502367 0.00047282563779245889 leaf_weight=127.54221525829053 2.8856444200500846 26.686664666980505 5.2274706580210459 leaf_count=2141 40 191 72 internal_value=0 -1.49991e-05 0.000365911 internal_weight=0 154.229 8.11312 internal_count=2444 2332 112 is_linear=0 shrinkage=0.000384677 Tree=3055 num_leaves=4 num_cat=0 split_feature=43 16 42 split_gain=7.51101 9.05151 6.66905 threshold=-0.074459999999999985 0.15539500000000003 -0.40186499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012723001585092779 -0.00038499838400189235 -0.0064194888575809577 0.0023494382960287346 leaf_weight=1.370159052312373 82.434974645497277 14.210509485215878 54.121103000594303 leaf_count=7 1260 215 926 internal_value=0 -0.0012787 0.00195241 internal_weight=0 96.6455 55.4913 internal_count=2408 1475 933 is_linear=0 shrinkage=0.00700579 Tree=3056 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=7.55284 11.5884 6.22311 threshold=0.10384000000000002 -0.12077499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017693966902581292 0.00019883056166345554 -0.00014107324075693514 -6.6245448293377206e-05 leaf_weight=23.072350732283667 40.881780397612602 73.75419266888639 20.362480586394668 leaf_count=146 413 1727 149 internal_value=0 -6.51786e-05 0.000110738 internal_weight=0 96.8265 61.2443 internal_count=2435 1873 562 is_linear=0 shrinkage=0.00039237 Tree=3057 num_leaves=3 num_cat=0 split_feature=1373 1456 split_gain=7.45319 6.32111 threshold=0.09586500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.2280528621382801e-05 -0.00064990643387422171 -0.00039307595168262203 leaf_weight=149.91578208532883 2.5111354086548081 5.4669546136283307 leaf_count=2214 20 217 internal_value=0 1.70426e-05 internal_weight=0 155.383 internal_count=2451 2431 is_linear=0 shrinkage=0.00039237 Tree=3058 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=7.58601 8.00795 3.09363 threshold=0.12835000000000002 0.080930000000000016 0.13283000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013280917574974701 0.0070908582205673433 0.0031347015382213565 0.0004265587136823927 leaf_weight=111.97554986790055 10.540871277917178 26.280360144563019 5.6934849340468636 leaf_count=2042 175 194 28 internal_value=0 -0.000477932 0.00477258 internal_weight=0 138.256 16.2344 internal_count=2439 2236 203 is_linear=0 shrinkage=0.00728882 Tree=3059 num_leaves=4 num_cat=0 split_feature=13 15 0 split_gain=8.31206 6.44179 0.913673 threshold=-0.24588999999999997 0.084050000000000014 -0.11524 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013918070982537768 1.1293231328248305e-05 -0.00024738998780871963 0.00037433543100518835 leaf_weight=3.8988189385272554 132.52460252662422 17.336308233207092 9.5829182346351427 leaf_count=61 1522 832 65 internal_value=0 -1.87943e-05 0.000308037 internal_weight=0 149.861 13.4817 internal_count=2480 2354 126 is_linear=0 shrinkage=0.000400217 Tree=3060 num_leaves=4 num_cat=0 split_feature=42 2 12 split_gain=6.93984 9.33773 7.27737 threshold=-1.0000000180025095e-35 0.096540000000000015 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040021016842274951 0.0002640894117182287 8.0741433665549317e-05 -1.3951707341842008e-06 leaf_weight=13.569764812884388 17.446804700186476 10.545959074283017 117.65335263340967 leaf_count=492 243 178 1537 internal_value=0 -0.000190486 3.30797e-05 internal_weight=0 24.1157 135.1 internal_count=2450 670 1780 is_linear=0 shrinkage=0.000384677 Tree=3061 num_leaves=4 num_cat=0 split_feature=481 4 159 split_gain=7.32271 6.44542 0.572607 threshold=-1.0000000180025095e-35 0.50657000000000008 -0.094329999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010889062390440489 -2.4975816769707921e-06 0.00034301250740242462 -0.00045271470619643342 leaf_weight=0.92276178847532708 144.21302336832741 8.3460530533920956 5.3223809007322407 leaf_count=33 2060 129 241 internal_value=0 1.66419e-05 -0.000404725 internal_weight=0 152.559 6.24514 internal_count=2463 2189 274 is_linear=0 shrinkage=0.000384677 Tree=3062 num_leaves=3 num_cat=0 split_feature=1456 1213 split_gain=8.32599 7.43364 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040718719142392027 -0.00029473703526440142 4.1987107349394717e-05 leaf_weight=6.3617546284222035 9.4498178560752404 143.07311941392254 leaf_count=233 349 1840 internal_value=0 2.09239e-05 internal_weight=0 152.523 internal_count=2422 2189 is_linear=0 shrinkage=0.000369739 Tree=3063 num_leaves=4 num_cat=0 split_feature=2 43 1 split_gain=7.34771 6.3439 0.866302 threshold=0.14753000000000002 0.2506000000000001 0.12541500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0670756749325977e-05 0.00013095625105364643 -0.00050883611934552265 0.00039069244178006554 leaf_weight=145.11490921693621 2.8712798673659545 3.9376856660237527 6.5659845820628107 leaf_count=2219 35 143 77 internal_value=0 -3.39394e-05 0.00031413 internal_weight=0 149.053 9.43726 internal_count=2474 2362 112 is_linear=0 shrinkage=0.000384677 Tree=3064 num_leaves=4 num_cat=0 split_feature=12 42 47 split_gain=6.2781 7.48175 6.40963 threshold=0.084045000000000022 -1.0000000180025095e-35 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013252930066842537 -0.00039477582068262617 -2.3141087556089695e-05 -0.00010590140786594499 leaf_weight=74.323045778903179 9.1465002701734175 59.865141516027506 21.4124292479828 leaf_count=669 547 1084 135 internal_value=0 -7.29556e-05 7.91399e-05 internal_weight=0 69.0116 95.7355 internal_count=2435 1631 804 is_linear=0 shrinkage=0.000384677 Tree=3065 num_leaves=4 num_cat=0 split_feature=484 131 147 split_gain=6.72544 6.75166 5.4742 threshold=-0.0068949999999999992 0.092225000000000015 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0055564323779547283 0.00095499613323375037 -0.0045119839968232106 0.0078988277186614313 leaf_weight=11.028463386348447 138.64388347853674 9.219809362315571 1.2088433504104603 leaf_count=386 1837 247 2 internal_value=0 0.000610955 -0.00416771 internal_weight=0 147.864 12.2373 internal_count=2472 2084 388 is_linear=0 shrinkage=0.00622094 Tree=3066 num_leaves=4 num_cat=0 split_feature=3 3 41 split_gain=7.25895 7.82819 6.53965 threshold=-0.12077499999999998 -0.049374999999999995 0.07831500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0045667320138586412 -0.0033859503667057643 0.00051479465542972054 -0.0020189161365398336 leaf_weight=28.10736728599295 39.399696339503862 78.326929981238209 10.514345721341668 leaf_count=197 1513 620 92 internal_value=0 -0.000792649 0.00277321 internal_weight=0 117.727 38.6217 internal_count=2422 2133 289 is_linear=0 shrinkage=0.0071459 Tree=3067 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=7.54681 10.6488 6.55922 threshold=0.094405000000000003 -0.23078999999999997 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0080995702971463617 -0.0027865918571056397 -0.0023441686245437221 0.0023926280148250409 leaf_weight=4.814262098632752 14.171194524969904 71.376288556726649 60.07536520017311 leaf_count=24 205 1679 529 internal_value=0 -0.00167334 0.00140138 internal_weight=0 76.1906 74.2466 internal_count=2437 1703 734 is_linear=0 shrinkage=0.00686842 Tree=3068 num_leaves=4 num_cat=0 split_feature=1 150 13 split_gain=6.30156 7.72777 2.15042 threshold=0.12419000000000001 0.081245000000000026 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2925928281917368e-05 0.00039094299977943039 0.00012788439516922003 0.00011972833344811783 leaf_weight=107.72275368066039 6.0630416348576572 36.367137925932184 13.243821878917514 leaf_count=1984 125 290 108 internal_value=0 -2.21831e-05 0.000206662 internal_weight=0 144.09 19.3069 internal_count=2507 2274 233 is_linear=0 shrinkage=0.000377134 Tree=3069 num_leaves=4 num_cat=0 split_feature=51 0 40 split_gain=7.35821 8.01655 4.2193 threshold=-0.10593999999999999 -0.070664999999999992 0.0064400000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036806993458271547 -2.9345236572207022e-05 0.00016605398026668959 0.00021969376320762131 leaf_weight=11.472112378163727 102.39650832104962 49.94700591196306 2.2757402490824452 leaf_count=236 1753 474 13 internal_value=0 3.47928e-05 -0.000269786 internal_weight=0 152.344 13.7479 internal_count=2476 2227 249 is_linear=0 shrinkage=0.000400217 Tree=3070 num_leaves=3 num_cat=0 split_feature=13 2 split_gain=8.9933 6.58121 threshold=0.27266500000000005 -0.58149499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.046027122055534192 -0.009948905589666223 0.00037462537874916843 leaf_weight=0.032367818988858654 4.0094096558168522 154.3482194339158 leaf_count=2 34 2478 internal_value=0 0.000331546 internal_weight=0 154.381 internal_count=2514 2480 is_linear=0 shrinkage=0.00686842 Tree=3071 num_leaves=4 num_cat=0 split_feature=484 1213 123 split_gain=7.88216 7.30701 3.50188 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084355000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036970989119381224 -0.00032326089153541116 3.125745739135018e-05 0.00026331189748835795 leaf_weight=11.704371480213011 9.0693448447855172 136.50783709000098 1.371976664289831 leaf_count=404 385 1685 9 internal_value=0 8.93978e-06 -0.000301621 internal_weight=0 145.577 13.0763 internal_count=2483 2070 413 is_linear=0 shrinkage=0.000384677 Tree=3072 num_leaves=4 num_cat=0 split_feature=4 150 159 split_gain=6.60184 6.48364 6.3694 threshold=0.27626000000000001 -1.0000000180025095e-35 0.10407500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.6584533335019267e-06 -0.00025518411314443066 0.00026412114899379807 -0.00038647950044308959 leaf_weight=128.47754833841464 4.2877298071980503 23.776484091999009 6.9860210022889069 leaf_count=2052 21 251 143 internal_value=0 0.000184081 -2.46523e-05 internal_weight=0 28.0642 135.464 internal_count=2467 272 2195 is_linear=0 shrinkage=0.00039237 Tree=3073 num_leaves=3 num_cat=0 split_feature=1373 1365 split_gain=6.82753 5.86982 threshold=0.09586500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00080957344870629202 -0.013197265471745934 -0.0094707362157603094 leaf_weight=152.68469490954885 2.4629594483412793 3.8835752692539236 leaf_count=2380 22 42 internal_value=0 0.000547991 internal_weight=0 156.568 internal_count=2444 2422 is_linear=0 shrinkage=0.00837256 Tree=3074 num_leaves=4 num_cat=0 split_feature=13 15 0 split_gain=7.51928 8.03584 2.038 threshold=-0.16901999999999998 0.084050000000000014 -0.14088499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4124608934330986e-05 1.8698223456642482e-05 -0.00026554017141193254 0.00036238789947157094 leaf_weight=3.9827916780486694 127.89381479279837 17.282104269601405 10.973643154371528 leaf_count=42 1515 844 102 internal_value=0 -1.53168e-05 0.000275877 internal_weight=0 145.176 14.9564 internal_count=2503 2359 144 is_linear=0 shrinkage=0.00039237 Tree=3075 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=5.54887 5.7438 threshold=-1.0000000180025095e-35 0.090510000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0091481672738312116 -0.0018802304356275268 0.0012278429129412428 leaf_weight=4.2642875933088353 64.820744625234511 94.503286597959232 leaf_count=77 1318 1109 internal_value=0 -3.71045e-05 internal_weight=0 159.324 internal_count=2504 2427 is_linear=0 shrinkage=0.00804745 Tree=3076 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=6.92902 7.80249 2.3993 threshold=-0.24269999999999997 -0.24042999999999998 0.09524500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0055438168939864474 -0.025720692641389806 -0.00075293262751066257 -0.0016690783284400166 leaf_weight=12.376183780841528 0.53025614470243354 138.58896621630993 2.8475063634105018 leaf_count=175 5 2286 21 internal_value=0 -0.000868706 0.00419235 internal_weight=0 139.119 15.2237 internal_count=2487 2291 196 is_linear=0 shrinkage=0.0071459 Tree=3077 num_leaves=3 num_cat=0 split_feature=31 1 split_gain=5.56895 5.51562 threshold=-1.0000000180025095e-35 0.11588000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0081426377424195246 -0.0009812057294087146 0.0024468677142843614 leaf_weight=3.973702290095388 122.50291387556354 29.678887597285211 leaf_count=71 2136 295 internal_value=0 -0.000311347 internal_weight=0 152.182 internal_count=2502 2431 is_linear=0 shrinkage=0.0071459 Tree=3078 num_leaves=4 num_cat=0 split_feature=12 132 49 split_gain=7.45116 7.90678 7.54503 threshold=0.092355000000000007 0.081465000000000024 -0.029539999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046786606916274367 0.0025631138442341445 0.0058501355813358989 -0.0062643501616896878 leaf_weight=103.08138710918138 8.3519129902124387 14.537326980615033 24.432824594376143 leaf_count=1575 50 167 687 internal_value=0 0.000317841 -0.00401448 internal_weight=0 117.619 32.7847 internal_count=2479 1742 737 is_linear=0 shrinkage=0.00804745 Tree=3079 num_leaves=4 num_cat=0 split_feature=123 1456 2 split_gain=6.83329 6.43397 3.20979 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.095105000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3770610188338365e-05 -2.3543591953581626e-05 -0.00048614081287640841 0.00031713035907821692 leaf_weight=138.59649328555679 6.2430930586997446 4.6823150403215541 13.179638394154606 leaf_count=2045 83 202 126 internal_value=0 -3.92486e-05 0.000208119 internal_weight=0 143.279 19.4227 internal_count=2456 2247 209 is_linear=0 shrinkage=0.00039237 Tree=3080 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=6.36711 6.20208 1.92861 threshold=-0.16901999999999998 0.094435000000000005 -0.13538499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010732373921125029 -0.0016980480059759025 0.0013072985641987096 0.0063171688458963189 leaf_weight=5.5255574630573383 72.497879792994354 67.701272487873212 10.351776404539121 leaf_count=60 1693 631 82 internal_value=0 -0.0002469 0.00451249 internal_weight=0 140.199 15.8773 internal_count=2466 2324 142 is_linear=0 shrinkage=0.0071459 Tree=3081 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=7.09931 10.1256 7.03652 threshold=-0.10072999999999999 0.086380000000000012 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040434413584570315 -6.4253598351869201e-05 -0.0053055094488359145 -0.0021848065165941078 leaf_weight=30.396222671493888 90.050875872489996 22.528103513992392 12.488436739426104 leaf_count=223 1832 277 130 internal_value=0 -0.00111731 0.00222875 internal_weight=0 112.579 42.8847 internal_count=2462 2109 353 is_linear=0 shrinkage=0.00700579 Tree=3082 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=6.43861 7.48839 0.454062 threshold=0.50657000000000008 -0.10191999999999998 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.9391776957658882e-05 0.00019738428633405054 -0.00010339420245806093 0.00039042182561159174 leaf_weight=67.63447686820291 3.4077238179743272 81.991385815141257 5.0975812920369208 leaf_count=444 20 1873 120 internal_value=0 -2.52973e-05 0.000316649 internal_weight=0 149.626 8.50531 internal_count=2457 2317 140 is_linear=0 shrinkage=0.000384677 Tree=3083 num_leaves=4 num_cat=0 split_feature=4 3 43 split_gain=7.0842 8.3335 3.31685 threshold=-0.48775499999999994 -0.097754999999999995 -0.23817999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.4015393060994793e-05 0.00017653616541432572 -3.3198927651135022e-05 -0.00044014098679160665 leaf_weight=2.6691491678357124 39.606244835536927 109.68628455797443 7.7037883531302196 leaf_count=8 297 2034 126 internal_value=0 2.25329e-05 -0.000311114 internal_weight=0 149.293 10.3729 internal_count=2465 2331 134 is_linear=0 shrinkage=0.00039237 Tree=3084 num_leaves=4 num_cat=0 split_feature=15 1 1365 split_gain=9.97804 7.839 6.37788 threshold=0.084050000000000014 0.11174500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011214984983636022 -0.0080583823905612563 0.002793882282557664 -0.0076235914993598468 leaf_weight=135.48201759025687 11.897692615573762 4.6745377387851468 4.2857859951909623 leaf_count=1594 812 28 54 internal_value=0 -0.00499907 0.000847455 internal_weight=0 16.5722 139.768 internal_count=2488 840 1648 is_linear=0 shrinkage=0.0071459 Tree=3085 num_leaves=4 num_cat=0 split_feature=1456 41 3 split_gain=4.95754 5.23637 2.40305 threshold=-1.0000000180025095e-35 0.079885000000000025 -0.15057499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024176221083780221 3.2970145369006205e-05 -0.00023767705637708567 -0.00039664702525826225 leaf_weight=0.82322182366624463 145.64584917016327 9.928678027354179 5.4565835359389885 leaf_count=6 2125 102 225 internal_value=0 1.55391e-05 -0.000310189 internal_weight=0 155.575 6.27981 internal_count=2458 2227 231 is_linear=0 shrinkage=0.000362489 Tree=3086 num_leaves=4 num_cat=0 split_feature=3 39 12 split_gain=6.84623 6.67799 2.24291 threshold=0.149315 0.0095750000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3570722188632681e-05 -1.103170241812629e-05 0.00013706286305221864 0.00037210123417871375 leaf_weight=118.54786571458681 3.4335858600679776 24.109451049822383 8.3549007372930628 leaf_count=2074 67 265 68 internal_value=0 -5.45161e-05 0.000261454 internal_weight=0 142.657 11.7885 internal_count=2474 2339 135 is_linear=0 shrinkage=0.000400217 Tree=3087 num_leaves=4 num_cat=0 split_feature=1429 1212 3 split_gain=6.58161 5.89893 0.669313 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090810000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032519805964952253 -0.00042957274701116985 5.1763856233451788e-05 -0.00068407504833418965 leaf_weight=2.9410976137733078 4.0785152968601315 153.10374019283336 1.3924946375191209 leaf_count=98 187 2133 18 internal_value=0 3.89774e-05 -0.000454839 internal_weight=0 157.182 4.33359 internal_count=2436 2320 116 is_linear=0 shrinkage=0.000400217 Tree=3088 num_leaves=4 num_cat=0 split_feature=1429 52 157 split_gain=6.42722 7.35576 0.538106 threshold=-1.0000000180025095e-35 -0.046989999999999997 -0.08427999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.003343661531335355 0.0021617950170624337 -0.00059753066973880205 -0.0084019292676171965 leaf_weight=1.3340617556241339 57.396445924241561 95.709360574139282 3.0288972691632798 leaf_count=43 664 1676 84 internal_value=0 0.000437712 -0.00697762 internal_weight=0 153.106 4.36296 internal_count=2467 2340 127 is_linear=0 shrinkage=0.00609896 Tree=3089 num_leaves=4 num_cat=0 split_feature=1 43 16 split_gain=6.8632 7.8902 1.89355 threshold=0.13662500000000002 -0.074459999999999985 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019837565851367625 0.010545911885760746 -0.0026403838304118079 0.0023422534541787175 leaf_weight=51.564075728063472 5.7350013868417591 89.759082429402042 4.5118948828894627 leaf_count=913 97 1401 44 internal_value=0 -0.000952955 0.00699805 internal_weight=0 141.323 10.2469 internal_count=2455 2314 141 is_linear=0 shrinkage=0.00942887 Tree=3090 num_leaves=4 num_cat=0 split_feature=4 130 43 split_gain=6.20229 6.18843 2.89718 threshold=-0.49367499999999992 1.0000000180025095e-35 -0.23817999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00084091324243115576 0.00065362072534154209 -0.0066992703017735768 -0.0076489020028352216 leaf_weight=2.7800600677728653 137.37304830388166 5.992736965592484 7.5148367639631015 leaf_count=9 1993 321 118 internal_value=0 0.000341279 -0.00537191 internal_weight=0 143.366 10.2949 internal_count=2441 2314 127 is_linear=0 shrinkage=0.0071459 Tree=3091 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=7.09119 6.25613 threshold=0.30863500000000005 -0.59596999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010462334564555658 0.00038028361385475363 -2.2805262247780552e-05 leaf_weight=0.63997421786188979 6.2511773235164574 158.2842036842485 leaf_count=2 101 2421 internal_value=0 -1.77668e-05 internal_weight=0 158.924 internal_count=2524 2423 is_linear=0 shrinkage=0.000369739 Tree=3092 num_leaves=3 num_cat=0 split_feature=52 41 split_gain=10.4711 5.64162 threshold=-0.29521499999999995 0.079885000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.008752673098915505 0.00097186345768642446 -0.0054017145220574539 leaf_weight=7.7939201997360206 136.78047570865601 9.1165337967686337 leaf_count=282 2077 93 internal_value=0 0.000569767 internal_weight=0 145.897 internal_count=2452 2170 is_linear=0 shrinkage=0.00788965 Tree=3093 num_leaves=4 num_cat=0 split_feature=51 0 4 split_gain=6.95859 7.62411 5.4716 threshold=-0.097374999999999975 -0.062109999999999992 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0082852416876582832 -0.00087162325879471957 0.0033278873327546874 0.0041617697285351429 leaf_weight=11.103961621702181 97.978634362050798 41.320438896305859 2.9455756258685133 leaf_count=270 1842 345 21 internal_value=0 0.000375755 -0.00566337 internal_weight=0 139.299 14.0495 internal_count=2478 2187 291 is_linear=0 shrinkage=0.0082084 Tree=3094 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=8.06479 11.4075 6.1293 threshold=1.0000000180025095e-35 0.0060650000000000009 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033803800009140565 8.9512952255423826e-05 6.3709537714630712e-05 -0.00012647266392764635 leaf_weight=24.282896469347179 86.505752998404205 19.587799823726527 26.285460173618048 leaf_count=984 935 287 244 internal_value=0 -0.000158956 3.9103e-05 internal_weight=0 43.8707 112.791 internal_count=2450 1271 1179 is_linear=0 shrinkage=0.00039237 Tree=3095 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=8.88866 11.5403 6.98623 threshold=0.094405000000000003 -0.12077499999999998 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001388448047103409 -0.00025363593089156559 -0.00018307609024878203 0.00012062094323678017 leaf_weight=22.450857130112126 8.1139238420873863 61.130635206587613 72.235419472213835 leaf_count=142 109 1581 672 internal_value=0 -9.65347e-05 8.2527e-05 internal_weight=0 83.5815 80.3493 internal_count=2504 1723 781 is_linear=0 shrinkage=0.000384677 Tree=3096 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=6.35429 9.99131 9.23106 threshold=0.088975000000000012 -0.074204999999999979 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0048846276933395757 0.0019121258069895897 0.0011488962955040474 -0.0060290204216262829 leaf_weight=31.221628343570046 82.662067306460813 29.341349915834144 8.8583623198792321 leaf_count=1164 865 328 62 internal_value=0 -0.0019648 0.00113707 internal_weight=0 60.563 91.5204 internal_count=2419 1492 927 is_linear=0 shrinkage=0.0074346 Tree=3097 num_leaves=4 num_cat=0 split_feature=133 52 1 split_gain=6.4622 6.07182 0.251036 threshold=-0.38113999999999992 -0.42985499999999993 0.11481500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0089360085428953732 -0.0086639331030997479 0.00061376501219133242 -0.015370653964841993 leaf_weight=2.1543202074244614 5.004707913787569 147.26279480097583 1.0565468948334453 leaf_count=128 218 2113 8 internal_value=0 0.000302685 -0.0114999 internal_weight=0 152.268 3.21087 internal_count=2467 2331 136 is_linear=0 shrinkage=0.00837256 Tree=3098 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=8.89475 8.8212 4.29327 threshold=0.10423500000000001 -0.12077499999999998 0.14480500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014524553997130666 8.2650828372443804e-05 -0.00013029232558224975 0.00038585058522165187 leaf_weight=23.23688367754221 51.797458090586588 76.485157523420639 8.2594929430633766 leaf_count=169 443 1756 98 internal_value=0 -6.59966e-05 0.00012499 internal_weight=0 99.722 60.057 internal_count=2466 1925 541 is_linear=0 shrinkage=0.00039237 Tree=3099 num_leaves=4 num_cat=0 split_feature=1456 15 49 split_gain=7.29153 6.22324 0.22827 threshold=1.0000000180025095e-35 -0.24269999999999997 -0.066414999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026374823474276836 -0.00018274884315962371 -6.7002870618730415e-06 -0.00049974050428623444 leaf_weight=14.969292958965523 0.58300796872936178 141.39891523891129 4.3936621187021947 leaf_count=191 14 2051 208 internal_value=0 1.93602e-05 -0.000467444 internal_weight=0 156.368 4.97667 internal_count=2464 2242 222 is_linear=0 shrinkage=0.000400217 Tree=3100 num_leaves=4 num_cat=0 split_feature=133 0 1 split_gain=6.57129 6.29816 0.191635 threshold=-0.39935999999999994 -0.10674499999999999 0.11481500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041433193628567631 0.00011540810583890299 -4.4861592046714317e-05 -0.0006849145558393535 leaf_weight=2.1525802081450816 63.528818880906329 92.682659359008539 1.1657609045505521 leaf_count=130 428 1903 8 internal_value=0 2.03536e-05 -0.000528643 internal_weight=0 156.211 3.31834 internal_count=2469 2331 138 is_linear=0 shrinkage=0.00039237 Tree=3101 num_leaves=4 num_cat=0 split_feature=14 159 160 split_gain=6.93866 5.71312 0.41652 threshold=0.062655000000000016 -0.032739999999999991 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0058388904954449049 -0.014402630774025838 0.00092983097317141821 -0.0078423257059759988 leaf_weight=11.405226087546906 2.0758044254034758 142.40580402471824 2.3009721972048274 leaf_count=321 33 2079 47 internal_value=0 0.000424042 -0.0112354 internal_weight=0 153.811 4.37678 internal_count=2480 2400 80 is_linear=0 shrinkage=0.00924399 Tree=3102 num_leaves=4 num_cat=0 split_feature=4 38 150 split_gain=7.47583 7.63605 4.83032 threshold=0.27190000000000009 0.091770000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067070834750042178 -0.0043713627693340359 -0.012740023577780432 0.0047801149096539158 leaf_weight=122.79686353151919 3.7910423129797008 2.9791084406897417 22.692793370923027 leaf_count=2137 21 32 256 internal_value=0 -0.000967657 0.00345723 internal_weight=0 125.776 26.4838 internal_count=2446 2169 277 is_linear=0 shrinkage=0.00758329 Tree=3103 num_leaves=4 num_cat=0 split_feature=12 43 1 split_gain=9.53603 9.02902 5.89315 threshold=0.084045000000000022 -0.048759999999999991 0.12958500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065022960582973291 -0.0035417089666953073 1.6837353078172522e-05 0.0076503470760947382 leaf_weight=28.041948695201427 57.376158657600172 59.244135644461494 4.4065638147294512 leaf_count=328 1624 481 44 internal_value=0 0.00210605 -0.00273106 internal_weight=0 87.2861 61.7827 internal_count=2477 809 1668 is_linear=0 shrinkage=0.00942887 Tree=3104 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=5.90418 5.62428 threshold=-0.52082499999999987 -0.51498499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01248939049390718 -0.0090040348294032138 0.00061003930245361385 leaf_weight=2.6735308731440446 4.6548829983803435 146.97776503505884 leaf_count=35 190 2240 internal_value=0 0.000308476 internal_weight=0 151.633 internal_count=2465 2430 is_linear=0 shrinkage=0.00871082 Tree=3105 num_leaves=4 num_cat=0 split_feature=1447 1 2 split_gain=6.75047 6.44514 0.461464 threshold=-1.0000000180025095e-35 0.12541500000000003 0.11585500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0093900515517196439 -0.00032011329378692173 0.0046223394418021041 -0.0033987693528601875 leaf_weight=4.5009302205871782 132.83525757218013 17.800982117652893 1.1304147784831 leaf_count=219 2010 213 19 internal_value=0 0.000266946 -0.00827709 internal_weight=0 150.636 5.63134 internal_count=2461 2223 238 is_linear=0 shrinkage=0.00773496 Tree=3106 num_leaves=4 num_cat=0 split_feature=14 472 49 split_gain=6.57336 5.59392 1.00955 threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041388428465977351 -0.00060576172873345793 4.4503046870839787e-05 -0.00022329370569211662 leaf_weight=3.7720506417099378 2.2511550725903362 151.69069285434671 2.0269922593142828 leaf_count=126 25 2248 55 internal_value=0 3.30912e-05 -0.000434865 internal_weight=0 155.463 4.27815 internal_count=2454 2374 80 is_linear=0 shrinkage=0.000377134 Tree=3107 num_leaves=4 num_cat=0 split_feature=3 3 16 split_gain=6.26597 7.78061 1.37416 threshold=0.16158000000000003 -0.097754999999999995 -0.24404999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011270199449746987 0.00050374439765959761 -7.1859212495173331e-05 0.00019564293255254684 leaf_weight=47.714720293413848 3.1048454430419952 101.19262607884593 6.4983310275711101 leaf_count=372 57 1998 70 internal_value=0 -1.26796e-05 0.000299914 internal_weight=0 148.907 9.60318 internal_count=2497 2370 127 is_linear=0 shrinkage=0.000377134 Tree=3108 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=4.9714 7.63061 4.49056 threshold=0.11588000000000001 0.095330000000000012 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030177567892373895 0.0059705831134795745 -0.0084566354226348443 -0.00072997727049829741 leaf_weight=118.16915319225518 18.63807260198519 6.9930117615731424 10.485190211562438 leaf_count=1847 202 270 122 internal_value=0 -0.000194692 0.00356464 internal_weight=0 125.162 29.1233 internal_count=2441 2117 324 is_linear=0 shrinkage=0.0082084 Tree=3109 num_leaves=4 num_cat=0 split_feature=15 2 453 split_gain=6.63889 6.68965 5.80439 threshold=0.084050000000000014 0.12389500000000002 0.095515000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4722817134362863e-05 -0.00037049076696875555 0.00020127185725712791 -0.00047484603134824048 leaf_weight=137.30236583569786 13.157432641019115 4.0517380158416918 3.4181134309619656 leaf_count=1624 821 39 22 internal_value=0 -0.000235444 2.19777e-05 internal_weight=0 17.2092 140.72 internal_count=2506 860 1646 is_linear=0 shrinkage=0.00039237 Tree=3110 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=7.72509 7.81213 5.08978 threshold=-0.0068949999999999992 -0.37478999999999996 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035419467568211649 0.00033171286639357999 1.7326032203614829e-05 0.0003799572125824524 leaf_weight=11.310331772605421 12.684532934101297 136.17078323324677 1.4991194810718287 leaf_count=390 176 1932 11 internal_value=0 4.43453e-05 -0.000265727 internal_weight=0 148.855 12.8095 internal_count=2509 2108 401 is_linear=0 shrinkage=0.000384677 Tree=3111 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=8.44238 9.45906 5.47534 threshold=0.10114000000000002 0.10299500000000002 -0.23961499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011543366126061497 -0.00036055034039996923 0.0002704126858723519 0.00013901395886481248 leaf_weight=83.096683385083452 3.332105027511715 10.49240207672119 58.228569230763242 leaf_count=1808 21 47 584 internal_value=0 -7.19045e-05 0.000111368 internal_weight=0 93.5891 61.5607 internal_count=2460 1855 605 is_linear=0 shrinkage=0.000384677 Tree=3112 num_leaves=4 num_cat=0 split_feature=39 48 133 split_gain=6.47477 9.05957 4.84457 threshold=0.0095750000000000019 0.11951500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4261505514914662e-05 -0.00019713724280209774 -0.00037005376043407938 0.00027100290166823401 leaf_weight=123.82138840283733 3.9417783475946662 10.110438578762112 21.904670255025849 leaf_count=2128 37 78 233 internal_value=0 -1.50351e-05 0.000199066 internal_weight=0 133.932 25.8464 internal_count=2476 2206 270 is_linear=0 shrinkage=0.00039237 Tree=3113 num_leaves=4 num_cat=0 split_feature=42 12 2 split_gain=7.4455 6.75956 1.14329 threshold=-0.108275 -0.040564999999999997 0.075670000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006057338003896092 0.00021538596600383621 1.7960072449611785e-06 -0.00025617952849280468 leaf_weight=1.904958955477922 23.855576375033706 130.80549241125118 4.4845674972748384 leaf_count=27 283 2070 126 internal_value=0 3.4873e-05 -0.000369032 internal_weight=0 154.661 6.38953 internal_count=2506 2353 153 is_linear=0 shrinkage=0.000369739 Tree=3114 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=6.12662 8.51985 8.45385 threshold=0.098950000000000024 0.071345000000000006 0.10420500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012489810940340617 0.00013645612548941635 -0.00019417970852908599 0.0003006549832945361 leaf_weight=80.527042345376685 53.309732103021815 14.602612637449054 7.4487807154655448 leaf_count=1785 480 171 28 internal_value=0 6.51597e-05 -8.85308e-05 internal_weight=0 67.9123 87.9758 internal_count=2464 651 1813 is_linear=0 shrinkage=0.000384677 Tree=3115 num_leaves=3 num_cat=0 split_feature=52 151 split_gain=5.93669 5.27599 threshold=-0.42985499999999993 -0.52082499999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036728516360350348 -0.00044534202187205223 3.1455518107897584e-05 leaf_weight=4.9813871629303312 2.8755477860104284 155.71996670728549 leaf_count=216 33 2252 internal_value=0 2.25025e-05 internal_weight=0 158.596 internal_count=2501 2285 is_linear=0 shrinkage=0.000355382 Tree=3116 num_leaves=4 num_cat=0 split_feature=14 44 16 split_gain=6.43564 6.74202 0.642412 threshold=0.076175000000000007 1.0000000180025095e-35 -0.034884999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00090921742331521018 -0.00556072247439998 -0.0090555598740596904 -0.012018767347616945 leaf_weight=144.22826947233989 2.2534014196135104 4.0684311129152766 2.0405193159822366 leaf_count=2338 48 45 32 internal_value=0 0.000629214 -0.0088571 internal_weight=0 148.297 4.29392 internal_count=2463 2383 80 is_linear=0 shrinkage=0.00773496 Tree=3117 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=6.89541 10.6818 2.04315 threshold=1.0000000180025095e-35 0.098715000000000011 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4926691228385484e-05 4.6308801924500496e-05 -0.00047748868251572599 0.00033706604756575484 leaf_weight=133.27225869789254 5.5972848730161813 7.3384892329340792 12.736035787966101 leaf_count=1894 79 356 128 internal_value=0 -1.1132e-05 0.000249116 internal_weight=0 140.611 18.3333 internal_count=2457 2250 207 is_linear=0 shrinkage=0.000400217 Tree=3118 num_leaves=3 num_cat=0 split_feature=4 402 split_gain=6.65524 7.14449 threshold=0.51087000000000005 0.088090000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5391502476854292e-05 0.00041465989343826472 -0.00037322156532667634 leaf_weight=147.16947263007751 6.5428570094518355 7.4604698178009121 leaf_count=2094 112 226 internal_value=0 5.90338e-06 internal_weight=0 154.63 internal_count=2432 2320 is_linear=0 shrinkage=0.000400217 Tree=3119 num_leaves=4 num_cat=0 split_feature=12 49 132 split_gain=9.32545 8.60659 7.72788 threshold=0.040165000000000006 -0.046739999999999997 0.080640000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.7002107019138079e-05 9.9186222228864795e-05 -0.00020608567171956767 0.00041060080174367422 leaf_weight=80.991234208573587 20.167964034248143 54.813086909474805 9.2776999999769014 leaf_count=595 155 1692 74 internal_value=0 -0.00012395 6.68876e-05 internal_weight=0 74.9811 90.2689 internal_count=2516 1847 669 is_linear=0 shrinkage=0.000400217 Tree=3120 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=10.0973 12.5669 2.10763 threshold=-0.16901999999999998 0.080120000000000011 0.024055000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035853045161574358 5.943647586398946e-05 -0.00017330658538774541 4.7926169322783999e-05 leaf_weight=12.198693161131816 80.733612833777443 59.562825928907841 4.4357685316354027 leaf_count=125 573 1736 21 internal_value=0 -3.9434e-05 0.000276579 internal_weight=0 140.296 16.6345 internal_count=2455 2309 146 is_linear=0 shrinkage=0.000384677 Tree=3121 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=5.87823 9.01341 8.42014 threshold=0.085505000000000012 -0.23078999999999997 -0.061889999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069745767360203754 -0.0061973230333813873 -0.00031909665625262743 0.0032073623901951215 leaf_weight=12.079015803989021 21.724907064344738 109.72250353713753 8.5094701722264272 leaf_count=56 258 2079 63 internal_value=0 0.000409956 -0.00354831 internal_weight=0 121.802 30.2344 internal_count=2456 2135 321 is_linear=0 shrinkage=0.00804745 Tree=3122 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=6.85735 10.5133 5.8017 threshold=0.089790000000000023 -0.16270999999999997 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023835473630702863 -0.0049244476124922151 -0.0041290130903085202 0.0018789984779217369 leaf_weight=21.311192474793643 7.7891109250485888 42.576640693994705 82.578064426081255 leaf_count=110 106 1431 802 internal_value=0 -0.00195624 0.00128721 internal_weight=0 63.8878 90.3672 internal_count=2449 1541 908 is_linear=0 shrinkage=0.00758329 Tree=3123 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=8.21896 12.6532 10.1211 threshold=0.094405000000000003 0.10812000000000001 -0.033849999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013582763475352718 -0.00021112750101449568 0.00041555036777414538 0.0001609297138233563 leaf_weight=71.262639418651816 13.609975395724176 6.9308562073856583 62.75812742090784 leaf_count=1706 203 21 542 internal_value=0 -8.64307e-05 9.44114e-05 internal_weight=0 78.1935 76.3681 internal_count=2472 1727 745 is_linear=0 shrinkage=0.00039237 Tree=3124 num_leaves=4 num_cat=0 split_feature=4 151 11 split_gain=6.95562 7.70164 7.54685 threshold=0.27626000000000001 -0.21628999999999995 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.1979545311580373e-05 -0.00037517543946961586 0.00024130582381117751 -0.00039846392052198844 leaf_weight=127.24743035942083 3.1523227337747839 25.160912461113185 7.5047962728422126 leaf_count=2080 20 258 112 internal_value=0 0.000171461 -3.38171e-05 internal_weight=0 28.3132 134.752 internal_count=2470 278 2192 is_linear=0 shrinkage=0.000377134 Tree=3125 num_leaves=4 num_cat=0 split_feature=1213 1456 0 split_gain=9.12238 7.04161 1.95335 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.16132499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0088824017106477332 0.00090184649465445909 -0.010042199351444884 -0.011194644416238032 leaf_weight=0.39594110846519459 141.96054081327748 5.5426520404289468 7.4720197793794787 leaf_count=1 1896 228 381 internal_value=0 0.000483302 -0.0100738 internal_weight=0 147.503 7.86796 internal_count=2506 2124 382 is_linear=0 shrinkage=0.00961745 Tree=3126 num_leaves=4 num_cat=0 split_feature=4 2 4 split_gain=8.44707 6.10276 0.763369 threshold=-0.49367499999999992 0.089810000000000015 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0063643804919540428 -0.0015495948857580306 0.0028262058891764933 -0.013041987852853576 leaf_weight=4.1883750185370445 62.11162846814841 84.982264329621103 4.2740800427272898 leaf_count=43 1314 1039 80 internal_value=0 0.000978714 -0.00986326 internal_weight=0 147.094 8.46246 internal_count=2476 2353 123 is_linear=0 shrinkage=0.0106184 Tree=3127 num_leaves=4 num_cat=0 split_feature=131 403 15 split_gain=6.04999 5.91116 4.47904 threshold=0.092225000000000015 0.08888500000000002 -0.18239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020806643235022631 0.0076306245498832673 -0.010656291519513569 -0.011713900122567664 leaf_weight=134.97417628846597 1.4000727748498318 5.3141898320754981 7.7910864324076083 leaf_count=2004 40 180 224 internal_value=0 -0.000211651 -0.00871081 internal_weight=0 140.288 9.19116 internal_count=2448 2184 264 is_linear=0 shrinkage=0.0102061 Tree=3128 num_leaves=4 num_cat=0 split_feature=3 39 15 split_gain=8.07209 9.04266 0.851116 threshold=0.18307500000000002 0.0095750000000000019 -0.0036549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8487270577355452e-05 0.00025792076723841215 0.00017329298421779756 0.00053011739789424032 leaf_weight=124.82586388598429 5.1346051984000951 27.852022761711851 3.2332458500750345 leaf_count=2115 90 269 28 internal_value=0 -3.24633e-05 0.000368706 internal_weight=0 152.678 8.36785 internal_count=2502 2384 118 is_linear=0 shrinkage=0.000400217 Tree=3129 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=7.18182 9.65212 5.35635 threshold=0.10098000000000001 -0.12077499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034734556568652517 0.003419831202070343 -0.0034942273530777731 -0.0039270149805704507 leaf_weight=22.538545957300812 54.401390539249405 67.969287770742085 9.9449938144534809 leaf_count=151 563 1705 60 internal_value=0 -0.00175697 0.0022795 internal_weight=0 90.5078 64.3464 internal_count=2479 1856 623 is_linear=0 shrinkage=0.00924399 Tree=3130 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=8.4013 9.33823 6.22446 threshold=-0.10072999999999999 -0.049374999999999995 -0.061684999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.8591341574600681e-05 -0.00021536190007756948 3.228562028300069e-05 0.00028691917317740759 leaf_weight=17.321119801374152 33.548122858046554 77.142583474284038 25.051853116601706 leaf_count=176 1470 642 160 internal_value=0 -4.29131e-05 0.000162313 internal_weight=0 110.691 42.373 internal_count=2448 2112 336 is_linear=0 shrinkage=0.00039237 Tree=3131 num_leaves=4 num_cat=0 split_feature=484 155 457 split_gain=5.69511 5.58418 4.90065 threshold=-0.0068949999999999992 0.083985000000000018 0.12766500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032661619571605941 6.2352705684868507e-05 -0.0003114300112473755 0.00044342709933002997 leaf_weight=10.025791681779081 140.77236705401447 6.0635325812036163 1.2921653296798457 leaf_count=381 1898 156 6 internal_value=0 4.6692e-05 -0.000235218 internal_weight=0 146.836 11.318 internal_count=2441 2054 387 is_linear=0 shrinkage=0.000384677 Tree=3132 num_leaves=4 num_cat=0 split_feature=3 51 0 split_gain=7.75728 6.47278 1.01928 threshold=0.18307500000000002 -0.40274499999999996 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011116974869648221 0.0049342734721449103 0.00014327341825659241 0.011783768398884065 leaf_weight=4.3863700994406818 3.4416364044882357 144.15192793158349 4.7176965619437379 leaf_count=97 48 2258 65 internal_value=0 -0.000197367 0.00900053 internal_weight=0 148.538 8.15933 internal_count=2468 2355 113 is_linear=0 shrinkage=0.00924399 Tree=3133 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=5.81565 11.0701 6.61795 threshold=-0.10072999999999999 -0.077774999999999983 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.7667706621870894e-05 -0.00027923377934895352 3.2796976642343287e-05 0.00045193322774149939 leaf_weight=37.82945394422859 22.299718961119652 97.086621998460032 8.7649458236992341 leaf_count=320 1114 1033 33 internal_value=0 -2.56931e-05 0.000140863 internal_weight=0 119.386 46.5944 internal_count=2500 2147 353 is_linear=0 shrinkage=0.000400217 Tree=3134 num_leaves=4 num_cat=0 split_feature=4 158 2 split_gain=5.80406 6.98605 0.332 threshold=0.51087000000000005 0.084905000000000022 0.12437500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9902882075678544e-06 0.00040585835427787883 -0.00031781874922781562 0.00021151153004762786 leaf_weight=141.07812559226295 4.2192734698764971 11.890398056362754 2.6379805509932339 leaf_count=2119 60 227 51 internal_value=0 -3.04438e-05 0.000335693 internal_weight=0 152.969 6.85725 internal_count=2457 2346 111 is_linear=0 shrinkage=0.00039237 Tree=3135 num_leaves=4 num_cat=0 split_feature=484 52 160 split_gain=8.73891 7.66058 4.82925 threshold=-0.0068949999999999992 0.18897000000000003 0.51347500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039463918187549282 5.9341016458627159e-05 -0.0003230503777176296 0.00026678126856609732 leaf_weight=11.170994369662365 138.21923799265642 8.4542247908539121 1.9198223908897478 leaf_count=373 1852 221 34 internal_value=0 3.70705e-05 -0.000296199 internal_weight=0 146.673 13.0908 internal_count=2480 2073 407 is_linear=0 shrinkage=0.00039237 Tree=3136 num_leaves=4 num_cat=0 split_feature=147 52 150 split_gain=6.64335 6.43617 2.30537 threshold=0.089025000000000007 -0.046989999999999997 0.087790000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.9516763689527364e-05 4.8717780351102497e-05 -0.00010184489648055915 0.00041087455182205917 leaf_weight=57.592782746127341 4.5637402785941941 89.565316360560246 7.3803445603698492 leaf_count=720 41 1683 61 internal_value=0 -3.47778e-05 0.000274235 internal_weight=0 147.158 11.9441 internal_count=2505 2403 102 is_linear=0 shrinkage=0.000400217 Tree=3137 num_leaves=4 num_cat=0 split_feature=156 41 475 split_gain=6.04285 5.80756 0.961119 threshold=0.11896500000000002 0.088180000000000008 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2554544663846284e-05 -0.0002881362172165923 -0.00036307767060484542 -0.00078472892276690645 leaf_weight=157.09074837027583 1.4433341494295748 5.2409569295123211 1.2565206680446852 leaf_count=2340 47 65 32 internal_value=0 3.88946e-05 -0.000541297 internal_weight=0 162.332 2.69985 internal_count=2484 2405 79 is_linear=0 shrinkage=0.00039237 Tree=3138 num_leaves=4 num_cat=0 split_feature=2 52 2 split_gain=6.34831 6.68766 0.450163 threshold=0.14753000000000002 -0.047889999999999995 0.15669500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020466218667711243 0.0048617617856356798 -0.0023852296446879905 0.0098890692651463479 leaf_weight=55.551055417919997 3.1934597203508002 87.862979794561397 5.4357577529735863 leaf_count=705 36 1617 74 internal_value=0 -0.000668306 0.00811469 internal_weight=0 143.414 8.62922 internal_count=2432 2322 110 is_linear=0 shrinkage=0.010006 Tree=3139 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=6.06434 6.56869 threshold=-0.40274499999999996 0.088470000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.011136236481988531 -0.00024133940096863663 0.0097660769703767428 leaf_weight=4.0715502898092373 144.15112311500707 5.7193263510707757 leaf_count=93 2327 48 internal_value=0 0.000147567 internal_weight=0 149.87 internal_count=2468 2375 is_linear=0 shrinkage=0.00924399 Tree=3140 num_leaves=4 num_cat=0 split_feature=14 43 14 split_gain=5.91581 7.8091 0.782525 threshold=0.076175000000000007 -0.51412499999999983 0.093890000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012990789206056562 -0.0063027475616013037 0.00026079243692751363 -0.015125707451478265 leaf_weight=4.6765301683917633 2.2239072606898835 147.04617204071837 2.0861386684700847 leaf_count=23 48 2382 28 internal_value=0 0.000662458 -0.0108481 internal_weight=0 151.723 4.31005 internal_count=2481 2405 76 is_linear=0 shrinkage=0.00980979 Tree=3141 num_leaves=4 num_cat=0 split_feature=13 132 0 split_gain=7.35492 7.2955 3.82719 threshold=-0.10939499999999998 0.080640000000000017 -0.14074999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.8429986092161408e-05 -6.524287224485105e-05 0.00023911394205966424 0.00027647829497221259 leaf_weight=6.7737799175083664 121.6372939250432 13.96269885858055 20.924351381603628 leaf_count=76 2070 207 165 internal_value=0 -3.37319e-05 0.000192193 internal_weight=0 135.6 27.6981 internal_count=2518 2277 241 is_linear=0 shrinkage=0.000400217 Tree=3142 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=7.13034 7.23637 threshold=0.10208000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0083018875012295344 -0.017545157637678523 0.00039995822057283437 leaf_weight=16.349999936297536 2.4977052585454649 138.84384269401198 leaf_count=193 29 2281 internal_value=0 0.00123783 internal_weight=0 155.194 internal_count=2503 2474 is_linear=0 shrinkage=0.0112684 Tree=3143 num_leaves=4 num_cat=0 split_feature=484 15 160 split_gain=6.35466 8.73873 4.09361 threshold=-0.0068949999999999992 -0.24269999999999997 0.51347500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034015719064989442 0.00033757731566488316 5.3913899107285642e-06 0.00026557777543194979 leaf_weight=11.104284893895963 13.333434252766891 130.83623059245292 1.9423808469437052 leaf_count=354 180 1893 33 internal_value=0 3.63515e-05 -0.000248483 internal_weight=0 144.17 13.0467 internal_count=2460 2073 387 is_linear=0 shrinkage=0.00039237 Tree=3144 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=7.32374 7.41824 4.55351 threshold=-0.24526499999999998 0.098950000000000024 -0.24509499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051842607945689256 -1.8662218233090763e-05 0.00016033062427662305 -0.00035197610613599441 leaf_weight=0.91829134523868461 88.213362648384646 59.684921715408564 10.170830426563041 leaf_count=2 1612 526 290 internal_value=0 5.36377e-05 -0.000275436 internal_weight=0 147.898 11.0891 internal_count=2430 2138 292 is_linear=0 shrinkage=0.00039237 Tree=3145 num_leaves=4 num_cat=0 split_feature=43 484 42 split_gain=7.08422 7.12048 1.23213 threshold=0.25619500000000001 -0.0068949999999999992 -0.0057599999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005869071877643268 -0.0028535516348233976 0.0015427183667944507 -0.014089658519995517 leaf_weight=11.915938583639216 1.2284990319167262 140.13345316256164 3.0177034498192361 leaf_count=395 97 1946 37 internal_value=0 0.000957973 -0.0109957 internal_weight=0 152.049 4.2462 internal_count=2475 2341 134 is_linear=0 shrinkage=0.00924399 Tree=3146 num_leaves=4 num_cat=0 split_feature=0 16 48 split_gain=6.49996 13.5885 8.13525 threshold=-0.12948499999999999 -0.014754999999999999 0.088965000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048062755725363388 -0.0027722453363456063 0.0098095980785632645 0.0036277917798233626 leaf_weight=36.35668282629922 79.092725633701775 15.583708840655161 21.496775566134602 leaf_count=266 1857 86 253 internal_value=0 0.00262122 -0.00140199 internal_weight=0 51.9404 100.59 internal_count=2462 352 2110 is_linear=0 shrinkage=0.00924399 Tree=3147 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=6.13746 6.34728 threshold=0.093235000000000012 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021815462068225516 -0.01081170019840161 -0.0018982425081563756 leaf_weight=88.556446036382113 4.6550856977701178 62.501959062414244 leaf_count=795 36 1658 internal_value=0 0.000493336 internal_weight=0 151.058 internal_count=2489 2453 is_linear=0 shrinkage=0.00980979 Tree=3148 num_leaves=3 num_cat=0 split_feature=376 4 split_gain=6.04172 7.72996 threshold=0.088720000000000007 -0.49367499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.009210023835024967 0.010351490264978115 0.00032077694839234788 leaf_weight=8.9776167096570116 5.4486093637533477 135.87114071764518 leaf_count=124 48 2279 internal_value=0 -0.000276592 internal_weight=0 144.849 internal_count=2451 2403 is_linear=0 shrinkage=0.010006 Tree=3149 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=9.00877 10.9247 7.55661 threshold=0.10114000000000002 -0.23058999999999999 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002958367737650529 0.0002318563094101504 -0.00014043504343054397 -3.8085843207699646e-05 leaf_weight=9.7474050801247341 31.346346012316644 85.576162390119862 32.362378153484315 leaf_count=40 357 1829 246 internal_value=0 -9.55289e-05 9.49065e-05 internal_weight=0 95.3236 63.7087 internal_count=2472 1869 603 is_linear=0 shrinkage=0.00039237 Tree=3150 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=5.93963 5.72093 threshold=-1.0000000180025095e-35 -0.48775499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043876418351611172 -0.00031793038636587767 -1.5755896402985091e-06 leaf_weight=4.180162797914817 8.870509813539682 145.11283308803104 leaf_count=69 126 2289 internal_value=0 -2.00176e-05 internal_weight=0 153.983 internal_count=2484 2415 is_linear=0 shrinkage=0.000384677 Tree=3151 num_leaves=4 num_cat=0 split_feature=376 1456 4 split_gain=7.11298 6.99508 2.41638 threshold=0.048375000000000008 1.0000000180025095e-35 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0220488469222108e-05 0.0004441040969020978 -0.00048797819639737186 8.7863852082486162e-05 leaf_weight=145.36642335937358 6.8803023956716061 4.9685419230954713 5.5288204452954215 leaf_count=2137 63 215 67 internal_value=0 -2.63617e-05 0.000287588 internal_weight=0 150.335 12.4091 internal_count=2482 2352 130 is_linear=0 shrinkage=0.000400217 Tree=3152 num_leaves=4 num_cat=0 split_feature=376 457 52 split_gain=6.65634 7.54968 2.04189 threshold=0.048375000000000008 0.080930000000000016 -0.085544999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5434279336210191e-05 7.2476173189851199e-06 0.00014680960161466013 0.00034192505721314332 leaf_weight=119.48364653473254 3.8403092015068969 24.945197081193328 8.9925970965996367 leaf_count=2176 40 178 87 internal_value=0 -4.52394e-05 0.0002427 internal_weight=0 144.429 12.8329 internal_count=2481 2354 127 is_linear=0 shrinkage=0.000384677 Tree=3153 num_leaves=4 num_cat=0 split_feature=15 13 3 split_gain=7.33899 7.10393 5.60959 threshold=0.082725000000000007 0.14530000000000001 -0.10628499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0051714257885836692 -0.011149034782219635 0.0061443070703184523 -0.00029917847537026858 leaf_weight=34.581485161557794 13.241568956233097 4.2409067188855252 100.03125854430255 leaf_count=240 811 56 1342 internal_value=0 -0.0069416 0.00110933 internal_weight=0 17.4825 134.613 internal_count=2449 867 1582 is_linear=0 shrinkage=0.0117236 Tree=3154 num_leaves=3 num_cat=0 split_feature=41 156 split_gain=5.29101 5.58919 threshold=0.088520000000000015 0.091255000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015528024296311508 -0.0090552926220602865 -0.0053179366854610418 leaf_weight=138.85072674628464 4.8771471460349849 11.778932737768626 leaf_count=2183 63 211 internal_value=0 0.00101197 internal_weight=0 150.63 internal_count=2457 2394 is_linear=0 shrinkage=0.00961745 Tree=3155 num_leaves=4 num_cat=0 split_feature=42 155 0 split_gain=6.37437 6.97784 6.35053 threshold=-0.0044549999999999998 0.090695000000000012 -0.016664999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0076366917720917249 0.0015555328803884302 -0.011258317256574545 0.0041823993690553452 leaf_weight=17.137011159851685 129.72800076371641 4.2879518298432222 6.1014155223965636 leaf_count=643 1669 133 34 internal_value=0 0.00113649 -0.00452833 internal_weight=0 134.016 23.2384 internal_count=2479 1802 677 is_linear=0 shrinkage=0.010006 Tree=3156 num_leaves=4 num_cat=0 split_feature=1 454 456 split_gain=9.16716 7.48513 5.63574 threshold=0.10098000000000001 1.0000000180025095e-35 0.088355000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010863464537527116 0.00014215738326371692 0.00043234663371265588 -0.00030876912976475723 leaf_weight=85.330564889940433 59.917857596417889 4.0187593549489966 4.4893825296312562 leaf_count=1810 570 15 41 internal_value=0 -8.37917e-05 0.000110245 internal_weight=0 89.3493 64.4072 internal_count=2436 1825 611 is_linear=0 shrinkage=0.00039237 Tree=3157 num_leaves=4 num_cat=0 split_feature=3 3 16 split_gain=7.0655 6.37411 0.728499 threshold=0.18307500000000002 -0.10072999999999999 -0.03664499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031669134145552438 0.012224131588816961 -0.0020122788196306027 0.004979847674789835 leaf_weight=42.181573308072984 5.7457526046782732 105.18731482126168 2.8555202474817616 leaf_count=360 88 2026 32 internal_value=0 -0.000528554 0.00991401 internal_weight=0 147.369 8.60127 internal_count=2506 2386 120 is_linear=0 shrinkage=0.0112684 Tree=3158 num_leaves=4 num_cat=0 split_feature=16 42 13 split_gain=5.50245 6.2265 6.05135 threshold=0.26538000000000006 0.10100500000000003 0.27266500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001074093901212941 -0.0085364395765504721 0.0097215726388712037 -0.014245007556011014 leaf_weight=136.77368408266921 13.124435536272356 2.2931918660178772 2.7410744773223987 leaf_count=2134 286 25 26 internal_value=0 -0.00577026 0.000761935 internal_weight=0 15.4176 139.515 internal_count=2471 311 2160 is_linear=0 shrinkage=0.0104102 Tree=3159 num_leaves=4 num_cat=0 split_feature=4 31 0 split_gain=6.15967 6.15966 0.25658 threshold=0.51087000000000005 -1.0000000180025095e-35 -0.17277499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045927125876375031 0.00019094525454965838 -3.9762114097419612e-05 0.00041192006973723701 leaf_weight=3.9606006436515591 1.3621425004675982 145.9370984947891 5.1047163782641283 leaf_count=52 18 2343 101 internal_value=0 -2.62437e-05 0.000369417 internal_weight=0 149.898 6.46686 internal_count=2514 2395 119 is_linear=0 shrinkage=0.000400217 Tree=3160 num_leaves=4 num_cat=0 split_feature=133 484 1 split_gain=6.25382 5.79395 0.215706 threshold=-0.39935999999999994 -0.0068949999999999992 0.11481500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011242565257137873 -0.0062813236001750721 0.0014853215535245361 -0.019366985817674334 leaf_weight=1.8696359016466879 12.173810356121974 136.03092034091242 1.0747356284409759 leaf_count=123 380 1932 9 internal_value=0 0.000843095 -0.014809 internal_weight=0 148.205 2.94437 internal_count=2444 2312 132 is_linear=0 shrinkage=0.0108308 Tree=3161 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=6.56192 14.406 5.04161 threshold=-0.097754999999999995 -0.049374999999999995 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024174855731749186 -0.0088145873964530184 0.0015910646765600019 0.012603248319283415 leaf_weight=36.684969269670546 27.628747120557819 79.836677661980502 9.3767384209204447 leaf_count=333 1419 645 40 internal_value=0 -0.00109056 0.00451653 internal_weight=0 107.465 46.0617 internal_count=2437 2064 373 is_linear=0 shrinkage=0.0124412 Tree=3162 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=5.96022 6.46776 threshold=-0.52082499999999987 0.10423500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016276085996685685 -0.0012349910245552378 0.0039750616212512529 leaf_weight=2.9281380408210671 94.650300166220404 53.091567475348711 leaf_count=41 1905 530 internal_value=0 0.000638852 internal_weight=0 147.742 internal_count=2476 2435 is_linear=0 shrinkage=0.0119581 Tree=3163 num_leaves=4 num_cat=0 split_feature=1456 2 12 split_gain=5.23097 5.238 3.41266 threshold=1.0000000180025095e-35 0.14846500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044355981219404878 0.0087638934116110005 0.0094263690292969195 -0.012873639597162687 leaf_weight=141.45439479028573 0.86576019856147457 7.2920919391326597 4.6257288817141662 leaf_count=2167 10 99 206 internal_value=0 0.000890689 -0.00935542 internal_weight=0 148.746 5.49149 internal_count=2482 2266 216 is_linear=0 shrinkage=0.0104102 Tree=3164 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=7.26413 6.11359 3.90394 threshold=-1.0000000180025095e-35 -0.24269999999999997 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011513480134981274 0.0080274716619842257 -0.00032348221807781735 0.010836742373705221 leaf_weight=10.224674284749197 13.213208191329612 125.72439408343052 1.1103898193687189 leaf_count=382 188 1869 11 internal_value=0 0.000476533 -0.00923946 internal_weight=0 138.938 11.3351 internal_count=2450 2057 393 is_linear=0 shrinkage=0.0117236 Tree=3165 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=7.67585 13.4591 11.2691 threshold=0.088975000000000012 -0.074204999999999979 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026814695252174207 -0.00038170971980934883 8.1517277091959863e-05 0.00011593023242699843 leaf_weight=33.1668628869229 7.2140004003886125 31.828747199091595 83.574396264739335 leaf_count=1186 104 331 817 internal_value=0 -9.70685e-05 7.59665e-05 internal_weight=0 64.9956 90.7884 internal_count=2438 1517 921 is_linear=0 shrinkage=0.000384677 Tree=3166 num_leaves=4 num_cat=0 split_feature=159 38 160 split_gain=8.51519 5.54922 4.71075 threshold=-0.032739999999999991 0.099940000000000015 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040037952543389206 4.5092904330264273e-05 -0.00051500933845408114 0.00033589941912019175 leaf_weight=10.50841175712412 139.59622095443774 2.6658652804326257 1.4443086317041878 leaf_count=313 2070 31 16 internal_value=0 3.42003e-05 -0.000309119 internal_weight=0 142.262 11.9527 internal_count=2430 2101 329 is_linear=0 shrinkage=0.00039237 Tree=3167 num_leaves=4 num_cat=0 split_feature=124 3 123 split_gain=5.94961 7.40128 5.16259 threshold=-0.043384999999999993 -0.12077499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048329407438941711 0.0029126950938210472 -0.0032457497289557439 0.008871047520164578 leaf_weight=4.8301698705181506 35.06885507167317 96.474470072658733 13.824038000311701 leaf_count=52 272 1984 159 internal_value=0 -0.00160286 0.00531498 internal_weight=0 131.543 18.6542 internal_count=2467 2256 211 is_linear=0 shrinkage=0.0114937 Tree=3168 num_leaves=4 num_cat=0 split_feature=160 2 15 split_gain=5.73072 5.72262 0.0911243 threshold=-0.40446999999999994 -0.58149499999999998 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024016957036320446 -0.0023543255343610354 2.9709986409488341e-05 -0.00045384118468455716 leaf_weight=0.81426942930556823 0.04948389157652755 158.54526356764836 3.7470841905451371 leaf_count=15 2 2282 161 internal_value=0 2.73057e-05 -0.000422366 internal_weight=0 158.595 4.56135 internal_count=2460 2284 176 is_linear=0 shrinkage=0.000400217 Tree=3169 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=6.62307 7.87305 4.22496 threshold=0.11588000000000001 -0.23058999999999999 -0.22650999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0071282621440573318 -0.0095756954161894375 -0.0023077910012988092 0.00679294476974532 leaf_weight=14.85890193749219 2.478972868993881 108.4494432862557 26.095183021854609 leaf_count=73 10 2078 312 internal_value=0 -0.00116529 0.00534104 internal_weight=0 123.308 28.5742 internal_count=2473 2151 322 is_linear=0 shrinkage=0.0121972 Tree=3170 num_leaves=4 num_cat=0 split_feature=14 3 16 split_gain=5.47236 5.72325 0.642775 threshold=0.062655000000000016 -0.12077499999999998 -0.074874999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039610402147261265 -0.0065027903164158549 -0.00062479727554814297 -0.014726539998883211 leaf_weight=33.594537016004324 2.1325233960524201 117.33710060699377 2.0589443298522374 leaf_count=221 44 2176 37 internal_value=0 0.000398103 -0.0108205 internal_weight=0 150.932 4.19147 internal_count=2478 2397 81 is_linear=0 shrinkage=0.00980979 Tree=3171 num_leaves=4 num_cat=0 split_feature=2 454 150 split_gain=9.43077 8.05862 7.50841 threshold=0.092135000000000009 1.0000000180025095e-35 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013781393900005385 2.9374267483013146e-05 0.00037943591323766926 0.00030651364786840298 leaf_weight=64.578178490162827 63.981591066985857 4.8881941549479953 19.579118732362986 leaf_count=1469 842 16 148 internal_value=0 -0.000100864 9.46341e-05 internal_weight=0 69.4664 83.5607 internal_count=2475 1485 990 is_linear=0 shrinkage=0.00039237 Tree=3172 num_leaves=4 num_cat=0 split_feature=133 151 1 split_gain=7.03807 6.10284 0.22637 threshold=-0.39935999999999994 -0.28286499999999998 0.11481500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042493083173604241 -0.00042765554562544206 5.718325732973689e-05 -0.0007215366724721814 leaf_weight=2.2352169961668547 4.1649255928350604 151.22816037287703 1.0359420254826543 leaf_count=129 51 2279 7 internal_value=0 4.38898e-05 -0.000539634 internal_weight=0 155.393 3.27116 internal_count=2466 2330 136 is_linear=0 shrinkage=0.000400217 Tree=3173 num_leaves=4 num_cat=0 split_feature=4 1374 13 split_gain=10.2811 7.13902 1.40125 threshold=-0.49367499999999992 -0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018250775819692001 -0.00040852122889530778 4.9185874798221246e-05 -0.00050465088975722866 leaf_weight=3.3528391346335411 5.1104012150317422 146.88739145564614 5.6127588758245093 leaf_count=30 46 2326 94 internal_value=0 3.35077e-05 -0.000387917 internal_weight=0 151.998 8.9656 internal_count=2496 2372 124 is_linear=0 shrinkage=0.000384677 Tree=3174 num_leaves=3 num_cat=0 split_feature=1456 43 split_gain=6.95916 5.8021 threshold=-1.0000000180025095e-35 0.2506000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.011726462732733051 0.00035183069744401164 -0.012364318968262629 leaf_weight=5.8376096997526465 141.84853605611715 4.052426410955376 leaf_count=225 2105 138 internal_value=0 -1.05733e-05 internal_weight=0 145.901 internal_count=2468 2243 is_linear=0 shrinkage=0.0106184 Tree=3175 num_leaves=4 num_cat=0 split_feature=1375 41 16 split_gain=7.42447 5.35593 2.62306 threshold=-1.0000000180025095e-35 0.088520000000000015 -0.094359999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016430385376720362 0.0013283398280101442 -0.010636379211766581 -0.0034413053124791619 leaf_weight=4.8584161158651114 137.62709088894189 5.6891686958260825 4.465430655051021 leaf_count=38 2281 68 71 internal_value=0 0.000845449 -0.0103242 internal_weight=0 143.316 9.32385 internal_count=2458 2349 109 is_linear=0 shrinkage=0.0121972 Tree=3176 num_leaves=4 num_cat=0 split_feature=14 0 49 split_gain=6.50197 6.58044 0.891921 threshold=0.076175000000000007 -0.10674499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012337693058813676 -0.00061861529830372719 -4.1991520560213091e-05 -0.00024890082848794001 leaf_weight=62.592640925431624 2.2903156084939837 90.437232137657702 2.1552676642313591 leaf_count=381 25 2009 60 internal_value=0 2.56886e-05 -0.000449892 internal_weight=0 153.03 4.44558 internal_count=2475 2390 85 is_linear=0 shrinkage=0.00039237 Tree=3177 num_leaves=4 num_cat=0 split_feature=1429 133 159 split_gain=6.0698 5.73279 0.704709 threshold=-1.0000000180025095e-35 0.11264000000000002 0.092745000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0086995003714875983 0.0015773634059856553 -0.0099344489617301628 -0.019251693147542357 leaf_weight=2.7650933096301733 147.85751755826641 5.3642133405373889 1.2476011775434015 leaf_count=106 2109 296 18 internal_value=0 0.00116738 -0.0124139 internal_weight=0 153.222 4.01269 internal_count=2529 2405 124 is_linear=0 shrinkage=0.0110474 Tree=3178 num_leaves=4 num_cat=0 split_feature=15 1 51 split_gain=6.90558 9.28798 5.63238 threshold=0.084050000000000014 0.11174500000000002 -0.40274499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014522666040936327 -0.013739375248149249 0.0076153525036717932 0.00059161609205269608 leaf_weight=3.661534651881083 11.792900132364592 3.9832087000831953 131.21919852780411 leaf_count=87 822 26 1587 internal_value=0 -0.00833199 0.000169611 internal_weight=0 15.7761 134.881 internal_count=2522 848 1674 is_linear=0 shrinkage=0.0121972 Tree=3179 num_leaves=4 num_cat=0 split_feature=52 147 160 split_gain=6.46158 6.58534 4.48029 threshold=-0.24526499999999998 0.089365000000000014 0.085755000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040729129565600944 1.2707308759231079e-05 0.00034784707055406777 0.00025097091953624157 leaf_weight=8.7299495548941177 140.54212782898685 9.9524709922261518 1.9575181260006491 leaf_count=236 2126 82 39 internal_value=0 3.51128e-05 -0.000285372 internal_weight=0 150.495 10.6875 internal_count=2483 2208 275 is_linear=0 shrinkage=0.000400217 Tree=3180 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=6.43157 8.23543 6.87366 threshold=0.094405000000000003 0.10812000000000001 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0039007388762316605 -0.0052761155572728898 0.0097821544013685594 0.0042615362394569662 leaf_weight=69.225299542798894 13.779516835929824 7.1191830653697243 59.023916152771562 leaf_count=1721 213 24 529 internal_value=0 -0.00261234 0.00245101 internal_weight=0 76.3445 72.8034 internal_count=2487 1745 742 is_linear=0 shrinkage=0.0121972 Tree=3181 num_leaves=4 num_cat=0 split_feature=150 1 157 split_gain=5.30981 8.54661 8.34504 threshold=0.081245000000000026 0.093260000000000023 -0.076494999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020838508774703236 -4.9533329774022429e-05 0.00031688251213266776 -7.7964950531719904e-05 leaf_weight=19.408961201494094 20.01623855298385 20.615537837147713 98.777386169414967 leaf_count=236 151 178 1873 internal_value=0 0.000136737 -3.07869e-05 internal_weight=0 40.6318 118.186 internal_count=2438 329 2109 is_linear=0 shrinkage=0.000400217 Tree=3182 num_leaves=4 num_cat=0 split_feature=11 456 1 split_gain=7.42763 6.66343 3.00377 threshold=0.087830000000000005 0.087015000000000023 0.11762000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0937736782684243e-05 -0.00047853032502461254 -0.00032450031596237093 -1.4569472418885909e-05 leaf_weight=140.52641542203492 6.0449491832405311 7.1513210386037818 3.3106852974742651 leaf_count=2246 74 138 25 internal_value=0 4.20411e-05 -0.000316462 internal_weight=0 147.678 9.35563 internal_count=2483 2384 99 is_linear=0 shrinkage=0.00039237 Tree=3183 num_leaves=4 num_cat=0 split_feature=12 49 132 split_gain=10.5209 7.37339 6.92312 threshold=0.084045000000000022 -0.046739999999999997 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014678018487865826 0.0028406564080808573 -0.0059118395920382391 0.011305430994985191 leaf_weight=78.611844977131113 16.860621438361704 43.773890433192719 10.166110246442257 leaf_count=734 135 1507 86 internal_value=0 -0.00347729 0.00260715 internal_weight=0 60.6345 88.778 internal_count=2462 1642 820 is_linear=0 shrinkage=0.0112684 Tree=3184 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=7.13464 10.3235 5.58573 threshold=0.10439500000000002 -0.12077499999999998 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015086330139146462 0.00020001744660239556 -0.00013952373060898752 -5.9056714874175615e-05 leaf_weight=25.425055478466675 37.285866914317012 71.922079279989703 19.424755751620978 leaf_count=176 395 1744 145 internal_value=0 -6.35945e-05 0.000111337 internal_weight=0 97.3471 56.7106 internal_count=2460 1920 540 is_linear=0 shrinkage=0.00039237 Tree=3185 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=5.87506 5.4383 threshold=-0.40274499999999996 0.153865 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044438245438667325 8.6370844398728207e-06 0.00037193520110363553 leaf_weight=3.8090662169852285 146.90376019192627 5.9922458636574438 leaf_count=92 2257 80 internal_value=0 2.31371e-05 internal_weight=0 152.896 internal_count=2429 2337 is_linear=0 shrinkage=0.000377134 Tree=3186 num_leaves=4 num_cat=0 split_feature=43 1 42 split_gain=5.65732 10.7746 8.85373 threshold=0.053180000000000012 1.0000000180025095e-35 0.083845000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024445644558748839 0.00034456760608271244 2.4016205353860996e-05 -0.00018106289298531515 leaf_weight=29.4186610734032 15.323267859290356 104.21925957524218 7.1665626759640864 leaf_count=1068 189 1066 143 internal_value=0 -3.52397e-05 0.000177004 internal_weight=0 133.638 22.4898 internal_count=2466 2134 332 is_linear=0 shrinkage=0.00039237 Tree=3187 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=5.99118 9.99501 7.7062 threshold=0.090630000000000002 -0.060094999999999989 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0059535361948348459 -0.009489426899509372 0.0044726626148450643 0.0023198985287413488 leaf_weight=46.568264318659203 7.6041623884811989 15.477250108728184 77.409151204745285 leaf_count=1256 95 145 971 internal_value=0 -0.00334935 0.0012525 internal_weight=0 62.0455 85.0133 internal_count=2467 1401 1066 is_linear=0 shrinkage=0.0112684 Tree=3188 num_leaves=4 num_cat=0 split_feature=14 3 16 split_gain=5.52305 6.233 0.81114 threshold=0.076175000000000007 -0.10072999999999999 -0.14483499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055712556919880673 -0.0074038893351122959 -0.00057437533094599263 -0.01992039586374364 leaf_weight=41.028364845085889 1.9163873246870933 109.75933228325448 2.2198639374691984 leaf_count=302 33 2112 46 internal_value=0 0.0011007 -0.0144693 internal_weight=0 150.788 4.13625 internal_count=2493 2414 79 is_linear=0 shrinkage=0.0134667 Tree=3189 num_leaves=4 num_cat=0 split_feature=484 42 2 split_gain=6.39788 5.7204 3.56581 threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.11212000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012485504737349384 -0.0040193023157462284 0.0021844816799659276 1.5081209894013269e-05 leaf_weight=7.3774411549093184 23.58932106604334 114.46614571160171 5.0448474213480949 leaf_count=352 644 1409 54 internal_value=0 0.00112205 -0.00745407 internal_weight=0 138.055 12.4223 internal_count=2459 2053 406 is_linear=0 shrinkage=0.0114937 Tree=3190 num_leaves=4 num_cat=0 split_feature=147 159 151 split_gain=6.23379 7.25106 2.88459 threshold=0.08598500000000002 -0.032739999999999991 -0.083274999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012384318342157936 -0.0010415258736296868 -0.00033566270724294311 0.011174525040811133 leaf_weight=9.2711906228214485 4.7850340614095321 120.85725512716454 11.134209620300679 leaf_count=335 43 1991 82 internal_value=0 -0.001204 0.00752097 internal_weight=0 130.128 15.9192 internal_count=2451 2326 125 is_linear=0 shrinkage=0.0132027 Tree=3191 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=7.38775 5.57034 threshold=-0.094929999999999987 -0.059524999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018684991344141019 0.0036274486538467377 -0.0022847564950273583 leaf_weight=4.5658963592723003 54.007955754350405 90.350191512552556 leaf_count=43 713 1705 internal_value=0 -7.17571e-05 internal_weight=0 144.358 internal_count=2461 2418 is_linear=0 shrinkage=0.0145768 Tree=3192 num_leaves=4 num_cat=0 split_feature=124 3 133 split_gain=7.26787 6.90968 4.46508 threshold=-0.043384999999999993 -0.10115999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017540248020829691 7.4116527756881755e-05 -0.0001243586889852289 0.0003187253103441272 leaf_weight=3.6797317725140628 39.314464923227206 97.804384043673053 13.163214277010409 leaf_count=37 335 1945 163 internal_value=0 -6.74382e-05 0.000210326 internal_weight=0 137.119 16.8429 internal_count=2480 2280 200 is_linear=0 shrinkage=0.000400217 Tree=3193 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=8.38395 15.5171 11.1712 threshold=-0.10674499999999999 0.12230500000000001 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0058707420178583424 -0.0092400231921448573 -0.017349782523832753 0.00073066581828852659 leaf_weight=54.33239893335849 29.670288454188267 5.4170366651378563 57.176791921956465 leaf_count=396 1248 34 781 internal_value=0 0.003737 -0.00268321 internal_weight=0 59.7494 86.8471 internal_count=2459 430 2029 is_linear=0 shrinkage=0.0132027 Tree=3194 num_leaves=4 num_cat=0 split_feature=474 151 16 split_gain=5.85234 5.0891 0.12741 threshold=-1.0000000180025095e-35 -0.52082499999999987 0.23451000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062880004274791751 -0.00052866832350804429 2.3917062743657968e-05 -0.00039470985129195385 leaf_weight=1.2529852128354826 2.4991548227844751 148.17808178157429 2.1405798809137195 leaf_count=33 34 2322 67 internal_value=0 1.4366e-05 -0.000498465 internal_weight=0 150.677 3.39357 internal_count=2456 2356 100 is_linear=0 shrinkage=0.00039237 Tree=3195 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=5.10014 5.04554 threshold=-0.40274499999999996 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004666587754739483 3.0478292345676826e-05 -0.00041470847148540705 leaf_weight=3.4388140809023744 150.75666959522641 4.0792121335398397 leaf_count=88 2311 74 internal_value=0 1.84585e-05 internal_weight=0 154.836 internal_count=2473 2385 is_linear=0 shrinkage=0.000400217 Tree=3196 num_leaves=4 num_cat=0 split_feature=4 160 4 split_gain=8.39038 6.97508 1.23473 threshold=-0.49367499999999992 -0.091944999999999985 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020850908134393837 -0.00024073990154328915 5.4364156632139974e-05 -0.00050453719140125693 leaf_weight=4.7399719581007957 14.071414789534172 134.3275697141944 4.7195130046457034 leaf_count=46 349 2011 86 internal_value=0 2.62215e-05 -0.000360377 internal_weight=0 148.399 9.45948 internal_count=2492 2360 132 is_linear=0 shrinkage=0.000400217 Tree=3197 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=7.58721 8.13402 4.32243 threshold=-1.0000000180025095e-35 0.13662500000000002 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038295961688629058 4.3773987884752738e-07 0.00038433928286896754 0.00024280310695116108 leaf_weight=10.991877603024475 138.16356222354807 8.9416693414095771 1.9274777676910151 leaf_count=408 1966 115 11 internal_value=0 2.40474e-05 -0.000288316 internal_weight=0 147.105 12.9194 internal_count=2500 2081 419 is_linear=0 shrinkage=0.00039237 Tree=3198 num_leaves=4 num_cat=0 split_feature=160 133 52 split_gain=6.97722 6.53152 0.0834278 threshold=-0.40446999999999994 -0.39935999999999994 0.29871500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0092816568318119363 -0.019641164817540031 0.0016556170938875755 -0.016511984825893326 leaf_weight=0.90829545981250603 2.8901968215941443 145.43273660831619 4.2753351423307322 leaf_count=54 120 2140 143 internal_value=0 0.00122613 -0.0154681 internal_weight=0 148.323 5.18363 internal_count=2457 2260 197 is_linear=0 shrinkage=0.014291 Tree=3199 num_leaves=4 num_cat=0 split_feature=1375 11 2 split_gain=5.48503 5.35547 2.46468 threshold=-1.0000000180025095e-35 0.080455000000000013 0.090740000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018213679539157469 0.0016475747190181371 -0.0076572885576988731 -0.0035077563794932618 leaf_weight=4.1493436356540752 130.28954035820789 13.278095517307518 4.8513480997644365 leaf_count=66 2246 150 39 internal_value=0 0.000781702 -0.0104277 internal_weight=0 143.568 9.00069 internal_count=2501 2396 105 is_linear=0 shrinkage=0.0140108 Tree=3200 num_leaves=4 num_cat=0 split_feature=1456 456 160 split_gain=5.68933 5.25054 0.647731 threshold=1.0000000180025095e-35 0.087015000000000023 -0.13024499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011803713011169479 -0.0008580894807688011 -0.0097222903598171879 -0.01353359468380947 leaf_weight=141.03323015052592 0.65163413842674334 6.2324411964509627 4.3035117136314502 leaf_count=2157 37 107 186 internal_value=0 0.000711923 -0.0119225 internal_weight=0 147.266 4.95515 internal_count=2487 2264 223 is_linear=0 shrinkage=0.0117236 Tree=3201 num_leaves=3 num_cat=0 split_feature=31 14 split_gain=6.1105 6.48054 threshold=-1.0000000180025095e-35 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015985964038721441 -0.0010245839882376886 -0.022363061216850676 leaf_weight=3.9458693100605151 140.68056376240565 2.7390316219534716 leaf_count=75 2297 67 internal_value=0 -0.00144923 internal_weight=0 143.42 internal_count=2439 2364 is_linear=0 shrinkage=0.0140108 Tree=3202 num_leaves=4 num_cat=0 split_feature=123 13 42 split_gain=5.55342 7.59341 4.86133 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001659077324793157 -0.00028008840435984547 -7.2699037870552685e-05 0.00030708628458127308 leaf_weight=26.191181797767058 2.5915593504905727 113.67752493725857 14.176633272785692 leaf_count=208 17 2059 187 internal_value=0 -2.79216e-05 0.000215081 internal_weight=0 139.869 16.7682 internal_count=2471 2267 204 is_linear=0 shrinkage=0.000400217 Tree=3203 num_leaves=4 num_cat=0 split_feature=158 50 1 split_gain=5.30162 7.77232 6.61298 threshold=0.084765000000000021 0.083640000000000006 0.098370000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.3081170414378464e-05 -0.00046963854468220692 -0.00022304213601918871 0.00010280097408394979 leaf_weight=130.22185133726452 7.4207560193608497 15.823253160167949 5.6028749130200595 leaf_count=1783 185 443 86 internal_value=0 4.08514e-05 -0.000224593 internal_weight=0 146.045 13.0236 internal_count=2497 2226 271 is_linear=0 shrinkage=0.000400217 Tree=3204 num_leaves=4 num_cat=0 split_feature=15 148 43 split_gain=6.05747 6.28808 5.02043 threshold=0.035895000000000003 -0.084064999999999987 0.23693500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045938637644115803 -0.00024140921462426391 5.2013742990379736e-05 0.00041591819431260917 leaf_weight=3.8587785619311026 21.225031190377198 128.3710570022231 1.9375396099057969 leaf_count=47 887 1468 61 internal_value=0 3.67138e-05 -0.000184688 internal_weight=0 132.23 23.1626 internal_count=2463 1515 948 is_linear=0 shrinkage=0.000400217 Tree=3205 num_leaves=4 num_cat=0 split_feature=160 4 15 split_gain=5.87821 5.39129 0.0898254 threshold=-0.25833999999999996 -0.49367499999999992 -0.10602999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0079785085778661981 -0.0098001321411119065 0.001485893411470169 -0.015947244671703314 leaf_weight=0.68236186634749163 8.72390827257186 139.33045344633865 3.9719814803102045 leaf_count=13 121 2150 195 internal_value=0 0.000813976 -0.0149938 internal_weight=0 148.054 4.65434 internal_count=2479 2271 208 is_linear=0 shrinkage=0.0140108 Tree=3206 num_leaves=4 num_cat=0 split_feature=4 0 43 split_gain=6.41668 8.92861 2.74174 threshold=-0.49121999999999993 -0.0029549999999999997 -0.23817999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8376968248248126e-05 -1.7303981740145653e-05 0.00027805213441726658 -0.00042550679535258693 leaf_weight=2.7536360546946526 122.6272957228648 18.810101208044216 7.582793868146835 leaf_count=9 2219 138 122 internal_value=0 2.2165e-05 -0.000302841 internal_weight=0 141.437 10.3364 internal_count=2488 2357 131 is_linear=0 shrinkage=0.000400217 Tree=3207 num_leaves=3 num_cat=0 split_feature=3 14 split_gain=5.97762 5.79259 threshold=-0.59414999999999984 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.082420802283098685 0.00045241145396019143 -0.015599015552075145 leaf_weight=0.041482301428913071 146.76581080202595 3.9144196622073641 leaf_count=2 2420 82 internal_value=0 2.41492e-05 internal_weight=0 150.68 internal_count=2504 2502 is_linear=0 shrinkage=0.0132027 Tree=3208 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=5.78392 12.9384 8.92513 threshold=-0.10072999999999999 0.090515000000000012 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0080648977585045037 -0.0075671488505430849 0.0020595935432875375 -0.0052629595270362248 leaf_weight=31.322403277037665 40.591771494247951 66.896941842511296 12.741865991847588 leaf_count=225 1405 729 134 internal_value=0 -0.00157992 0.00420737 internal_weight=0 107.489 44.0643 internal_count=2493 2134 359 is_linear=0 shrinkage=0.0134667 Tree=3209 num_leaves=4 num_cat=0 split_feature=376 160 42 split_gain=6.4545 6.92909 2.19654 threshold=0.048375000000000008 -0.091944999999999985 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0096765026435859623 0.001052374242680999 0.00082568453228506534 0.014085726853937561 leaf_weight=13.549531735887284 3.5863175131380549 126.63972875231411 8.7361723864451033 leaf_count=353 17 1996 113 internal_value=0 -0.000196282 0.0103362 internal_weight=0 140.189 12.3225 internal_count=2479 2349 130 is_linear=0 shrinkage=0.0140108 Tree=3210 num_leaves=4 num_cat=0 split_feature=42 376 42 split_gain=7.11564 6.60689 0.938396 threshold=-0.108275 0.088055000000000008 -0.26622499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020223823763322213 0.0001128827765213019 0.014968934674403758 -0.0092755332056464503 leaf_weight=1.6908786287531254 134.43826038352563 4.4943217046093187 4.6537279096082775 leaf_count=12 2249 48 136 internal_value=0 0.000605127 -0.0124934 internal_weight=0 138.933 6.34461 internal_count=2445 2297 148 is_linear=0 shrinkage=0.0121972 Tree=3211 num_leaves=3 num_cat=0 split_feature=9 39 split_gain=5.84122 5.5608 threshold=-0.036024999999999995 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014432450336337908 -0.0014540465995057474 0.016034032487093945 leaf_weight=3.8921584114432326 144.76561415084871 2.8769354820251456 leaf_count=74 2428 17 internal_value=0 -0.00110138 internal_weight=0 147.643 internal_count=2519 2445 is_linear=0 shrinkage=0.01269 Tree=3212 num_leaves=4 num_cat=0 split_feature=124 1456 133 split_gain=6.77935 6.10441 4.1139 threshold=-0.043384999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017202066238762183 -2.5078122319660727e-05 -0.00046966174520534937 0.0002923471418331761 leaf_weight=3.3865306992083815 126.70457687298767 4.6300377130391999 15.12312784232199 leaf_count=38 2018 210 172 internal_value=0 -4.11381e-05 0.000206863 internal_weight=0 131.335 18.5097 internal_count=2438 2228 210 is_linear=0 shrinkage=0.000384677 Tree=3213 num_leaves=4 num_cat=0 split_feature=1 3 13 split_gain=6.69023 9.14907 5.87726 threshold=0.088975000000000012 0.10812000000000001 -0.083694999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0053475301322923833 0.0088774834318324589 0.010738459629877321 0.0005834696031058762 leaf_weight=53.645895951078273 20.96259136707522 7.510801361873745 68.648640327854082 leaf_count=1513 230 23 703 internal_value=0 -0.00335596 0.00253233 internal_weight=0 61.1567 89.6112 internal_count=2469 1536 933 is_linear=0 shrinkage=0.0137361 Tree=3214 num_leaves=3 num_cat=0 split_feature=1348 2 split_gain=5.96241 7.05831 threshold=0.084620000000000015 0.097940000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010987142829699575 0.0003170673954490673 6.3270891698722248e-05 leaf_weight=78.975301971251611 7.9028032775968304 66.819261273718439 leaf_count=1689 57 759 internal_value=0 -3.05307e-05 internal_weight=0 145.795 internal_count=2505 2448 is_linear=0 shrinkage=0.00039237 Tree=3215 num_leaves=4 num_cat=0 split_feature=160 403 52 split_gain=6.03142 5.90693 0.100169 threshold=-0.40446999999999994 0.090880000000000016 0.29871500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024866253110281545 4.7010200773933719e-05 -0.00037890163135668092 -0.00045930254134857738 leaf_weight=0.90848602098412712 149.42395322784432 5.2929327191668554 3.7444571153610013 leaf_count=52 2139 192 140 internal_value=0 3.21761e-05 -0.000424985 internal_weight=0 154.717 4.65294 internal_count=2523 2331 192 is_linear=0 shrinkage=0.000400217 Tree=3216 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=7.5772 9.60155 7.46272 threshold=0.10044000000000002 -0.12077499999999998 0.063170000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005991637384226832 0.0072164912238387117 -0.0063748802903514914 -0.006593189376852558 leaf_weight=22.392435676185414 47.537182291969657 68.188071957876673 13.447171413572503 leaf_count=147 466 1702 172 internal_value=0 -0.00331413 0.00416493 internal_weight=0 90.5805 60.9844 internal_count=2487 1849 638 is_linear=0 shrinkage=0.0164159 Tree=3217 num_leaves=4 num_cat=0 split_feature=1 47 42 split_gain=7.09622 6.85882 1.79165 threshold=0.12180500000000001 0.11768500000000003 0.097640000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1580902249158261e-06 0.00017070222208925268 -0.00048082360832801417 0.0004545889761746542 leaf_weight=135.33939053391805 14.449614757904785 4.7883670197334132 4.7456478374078861 leaf_count=2193 170 58 54 internal_value=0 -1.56827e-05 0.000243117 internal_weight=0 140.128 19.1953 internal_count=2475 2251 224 is_linear=0 shrinkage=0.000400217 Tree=3218 num_leaves=4 num_cat=0 split_feature=43 52 42 split_gain=6.29768 6.08156 0.61202 threshold=0.25619500000000001 -0.42985499999999993 -0.0057599999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041678214597435693 -0.00019608926571376104 4.1217710139266024e-05 -0.00055905944394587116 leaf_weight=4.6843250460224217 1.1968289448996072 146.3532205435331 3.0083942394703618 leaf_count=198 95 2093 41 internal_value=0 2.67149e-05 -0.000463521 internal_weight=0 151.038 4.20522 internal_count=2427 2291 136 is_linear=0 shrinkage=0.000400217 Tree=3219 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=6.82252 9.15959 9.10387 threshold=0.077765000000000015 0.029300000000000003 -0.029219999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.6347593385912595e-05 6.8000974315017256e-05 -0.00027906092846550199 -0.00034836335629499315 leaf_weight=21.744037919474067 95.65547831938602 13.226529950276015 20.314920132863335 leaf_count=714 849 316 621 internal_value=0 2.5598e-05 -0.000160269 internal_weight=0 108.882 42.059 internal_count=2500 1165 1335 is_linear=0 shrinkage=0.00039237 Tree=3220 num_leaves=3 num_cat=0 split_feature=38 1 split_gain=6.5191 5.02197 threshold=0.10386000000000002 0.099515000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0022431509665706176 -0.023224468866578713 0.0034703887863119305 leaf_weight=85.778004737949232 2.6945651626447207 60.058161159744486 leaf_count=1826 30 626 internal_value=0 0.000110653 internal_weight=0 145.836 internal_count=2482 2452 is_linear=0 shrinkage=0.0151657 Tree=3221 num_leaves=4 num_cat=0 split_feature=133 1373 12 split_gain=5.26733 5.47969 0.299338 threshold=-0.39935999999999994 0.09586500000000002 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0076543611632333749 0.0013453641139101013 -0.018883834175858569 -0.020790110158270318 leaf_weight=0.66401549614965949 147.59439897394623 2.9090575529262415 2.4253292060457161 leaf_count=9 2332 23 121 internal_value=0 0.00094061 -0.0183332 internal_weight=0 150.503 3.08934 internal_count=2485 2355 130 is_linear=0 shrinkage=0.0148684 Tree=3222 num_leaves=4 num_cat=0 split_feature=42 1 43 split_gain=7.70741 7.78908 7.50829 threshold=-0.0044549999999999998 0.10790500000000001 -0.21368999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035819540300255728 0.0004110874299769814 0.00011548585099968376 2.6056933445542571e-05 leaf_weight=15.23065304051852 8.2198028052225691 8.1332834176719171 121.90492594221723 leaf_count=605 62 59 1725 internal_value=0 -0.000193537 5.07113e-05 internal_weight=0 23.3639 130.125 internal_count=2451 664 1787 is_linear=0 shrinkage=0.00039237 Tree=3223 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=5.65793 5.58025 0.137855 threshold=-0.39935999999999994 -0.10939499999999998 0.11481500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016265832673181414 0.0066456563627987223 -0.001383495392151391 -0.026399701195350657 leaf_weight=1.9368520355783396 24.942053503356874 119.43058163073147 1.1416586898267267 leaf_count=124 202 2088 10 internal_value=0 7.70911e-06 -0.0208185 internal_weight=0 144.373 3.07851 internal_count=2424 2290 134 is_linear=0 shrinkage=0.0154691 Tree=3224 num_leaves=3 num_cat=0 split_feature=43 12 split_gain=4.99067 5.20826 threshold=-0.59596999999999989 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.034662310357971522 0.0018989058924291781 -0.0034853368390897715 leaf_weight=0.7290232228115191 91.971250611997675 60.885691006493289 leaf_count=4 842 1638 internal_value=0 -0.000246717 internal_weight=0 152.857 internal_count=2484 2480 is_linear=0 shrinkage=0.014291 Tree=3225 num_leaves=4 num_cat=0 split_feature=1456 0 43 split_gain=6.14673 5.90628 0.448064 threshold=1.0000000180025095e-35 -0.10674499999999999 -0.07959999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046882351870940423 -0.0063652431810400948 -0.0016789270919120726 -0.01891478836719087 leaf_weight=59.50640586821828 1.0032899485668165 83.856439901457634 3.8585556886682744 leaf_count=418 96 1834 122 internal_value=0 0.000965522 -0.0165267 internal_weight=0 143.363 4.86185 internal_count=2470 2252 218 is_linear=0 shrinkage=0.0154691 Tree=3226 num_leaves=3 num_cat=0 split_feature=151 472 split_gain=6.35932 5.52569 threshold=-0.52082499999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056860668547479491 -0.00043736161791338814 5.9381177368565513e-05 leaf_weight=2.6156908536795518 3.5617467874544664 153.4933573079179 leaf_count=41 127 2307 internal_value=0 4.78123e-05 internal_weight=0 157.055 internal_count=2475 2434 is_linear=0 shrinkage=0.000400217 Tree=3227 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=5.8294 5.92241 threshold=0.10380000000000002 0.040165000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.7448277892950614e-05 -0.00058515439857824739 -6.1003391701126902e-05 leaf_weight=79.417795223649591 2.4624944038223466 71.874857858958421 leaf_count=640 23 1783 internal_value=0 2.21829e-05 internal_weight=0 151.293 internal_count=2446 2423 is_linear=0 shrinkage=0.000400217 Tree=3228 num_leaves=3 num_cat=0 split_feature=160 1456 split_gain=6.91812 6.45277 threshold=-0.40446999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017559862172566273 0.0019268909173902117 -0.016433172061722873 leaf_weight=4.6761806826689272 141.91056562954327 4.6219604525831519 leaf_count=206 2127 190 internal_value=0 0.00133567 internal_weight=0 146.533 internal_count=2523 2317 is_linear=0 shrinkage=0.0154691 Tree=3229 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=6.92693 9.66135 2.84721 threshold=0.12541500000000003 -0.10674499999999999 -0.039759999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0188130279661556e-05 0.00043220953137254516 -0.00012523747928943555 0.00010619693520227104 leaf_weight=60.246447945712134 6.0576196410693255 77.126118582120398 11.388151708524672 leaf_count=392 131 1876 86 internal_value=0 -3.51536e-05 0.000221431 internal_weight=0 137.373 17.4458 internal_count=2485 2268 217 is_linear=0 shrinkage=0.000384677 Tree=3230 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=6.99924 12.3035 11.2011 threshold=-0.10674499999999999 -0.075969999999999996 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015269888908844601 -0.00025214541780437281 5.5576384616309929e-05 0.00022687237228824738 leaf_weight=16.856642462313175 30.834627162606921 63.45756046497263 46.855925597250462 leaf_count=151 1222 800 277 internal_value=0 -4.52319e-05 0.000126356 internal_weight=0 94.2922 63.7126 internal_count=2450 2022 428 is_linear=0 shrinkage=0.000400217 Tree=3231 num_leaves=4 num_cat=0 split_feature=4 454 150 split_gain=6.16122 6.53671 5.71263 threshold=0.27626000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9767675721889833e-05 -0.0002083738485098882 0.00042628328373621146 0.00028347870851635489 leaf_weight=119.88939472154016 4.5313239470124271 4.9104375690221778 20.80656176735647 leaf_count=2147 21 22 238 internal_value=0 -2.10645e-05 0.000194988 internal_weight=0 124.8 25.3379 internal_count=2428 2169 259 is_linear=0 shrinkage=0.000400217 Tree=3232 num_leaves=4 num_cat=0 split_feature=1429 1366 157 split_gain=5.32349 5.62056 1.33504 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.092234999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6504893250720609e-05 -0.00044969630117395109 4.4566663254238599e-05 -0.0005395561903213912 leaf_weight=1.3940923234331419 3.6683430683333418 147.0409382849175 3.1871461459086268 leaf_count=37 50 2280 93 internal_value=0 3.22111e-05 -0.000400625 internal_weight=0 150.709 4.58124 internal_count=2460 2330 130 is_linear=0 shrinkage=0.000400217 Tree=3233 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=6.50195 8.21472 5.46214 threshold=-0.097754999999999995 -0.075774999999999981 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00076910257373681806 -0.010424930142418704 0.00057930483486540629 0.010680186907601441 leaf_weight=18.230287195183337 20.863913204520941 86.62745161971543 23.915758699178696 leaf_count=206 1179 933 163 internal_value=0 -0.00156523 0.00573888 internal_weight=0 107.491 42.146 internal_count=2481 2112 369 is_linear=0 shrinkage=0.0157784 Tree=3234 num_leaves=4 num_cat=0 split_feature=1 47 2 split_gain=5.33954 7.16268 2.11727 threshold=0.12419000000000001 0.11893500000000001 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015696162979690511 0.0038746062779440337 -0.018119884577241854 0.014478664390776786 leaf_weight=124.46260085029644 11.176906745415183 4.7907253613229832 6.2286168471910051 leaf_count=2154 134 49 91 internal_value=0 -0.000837857 0.00773759 internal_weight=0 129.253 17.4055 internal_count=2428 2203 225 is_linear=0 shrinkage=0.0145768 Tree=3235 num_leaves=4 num_cat=0 split_feature=14 13 43 split_gain=5.91935 6.92847 0.407521 threshold=0.076175000000000007 -0.084024999999999975 -0.072364999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013558266103630442 -0.00033048465467481141 -5.512372972190565e-05 -0.00063454554545676572 leaf_weight=42.237585431314074 1.8310255450196566 109.07216935328324 1.9562325484585006 leaf_count=691 30 1688 47 internal_value=0 -1.82782e-06 -0.000501253 internal_weight=0 151.31 3.78726 internal_count=2456 2379 77 is_linear=0 shrinkage=0.000400217 Tree=3236 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=6.15791 7.4781 threshold=1.0000000180025095e-35 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012418964416211485 -0.018103262781365686 2.6740837876599013e-05 leaf_weight=15.175900037400423 4.5997954689664757 127.65818971121917 leaf_count=184 49 2212 internal_value=0 0.00135209 internal_weight=0 142.834 internal_count=2445 2396 is_linear=0 shrinkage=0.0167442 Tree=3237 num_leaves=4 num_cat=0 split_feature=13 132 12 split_gain=7.85325 9.14082 3.92499 threshold=-0.10939499999999998 0.080640000000000017 -0.037289999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0086503598473193586 -0.0049062158604874818 0.011118884825874996 0.010603536516888131 leaf_weight=3.8720291722565916 108.69778606505133 12.426913448842241 21.358270810218528 leaf_count=64 2045 199 165 internal_value=0 -0.00325335 0.00762353 internal_weight=0 121.125 25.2303 internal_count=2473 2244 229 is_linear=0 shrinkage=0.0177691 Tree=3238 num_leaves=4 num_cat=0 split_feature=4 3 13 split_gain=5.4819 5.71837 0.0533363 threshold=0.51087000000000005 -0.59414999999999984 -0.090689999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.092929712562350997 0.010698061372713927 1.1931452032362199e-05 0.015938630565642983 leaf_weight=0.046613195911048844 1.7626021672040222 145.73955154180294 4.4152695441152892 leaf_count=2 50 2359 68 internal_value=0 -8.90804e-05 0.0146605 internal_weight=0 145.786 6.17787 internal_count=2479 2361 118 is_linear=0 shrinkage=0.0154691 Tree=3239 num_leaves=4 num_cat=0 split_feature=42 1 42 split_gain=5.63906 6.86802 5.45441 threshold=-1.0000000180025095e-35 0.10892500000000001 0.077855000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003109498063788048 0.00011856468824099254 0.00013124835250353376 -4.7240833008689827e-05 leaf_weight=15.698594960616903 82.743936469778419 8.6541344085708243 51.471986919787014 leaf_count=620 571 60 1219 internal_value=0 -0.000153926 5.49917e-05 internal_weight=0 24.3527 134.216 internal_count=2470 680 1790 is_linear=0 shrinkage=0.000400217 Tree=3240 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=6.534 7.25941 0.699515 threshold=0.25619500000000001 0.095890000000000017 -0.0057599999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4030587947574738e-06 -0.00019578509889228357 0.00036461304736691726 -0.00058927491727193211 leaf_weight=138.81596950098174 1.142954883223865 8.9341073835967091 2.9642359379213294 leaf_count=2250 94 90 44 internal_value=0 1.72301e-05 -0.000487876 internal_weight=0 147.75 4.10719 internal_count=2478 2340 138 is_linear=0 shrinkage=0.000400217 Tree=3241 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=5.82306 9.89473 5.95756 threshold=0.098950000000000024 0.090810000000000016 -0.063054999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013550363097114391 0.00032946695376170497 0.00019162375774647806 2.7953165623520447e-05 leaf_weight=69.980780364072416 12.360670407535506 17.758832586929202 52.925435485783964 leaf_count=1732 209 80 447 internal_value=0 -6.9132e-05 8.55054e-05 internal_weight=0 87.7396 65.2861 internal_count=2468 1812 656 is_linear=0 shrinkage=0.00039237 Tree=3242 num_leaves=4 num_cat=0 split_feature=51 0 133 split_gain=6.72701 6.18218 3.26602 threshold=-0.097374999999999975 -0.0019449999999999999 -0.076984999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0072590283224002851 -0.0011494355286369375 0.0068687395962525434 -0.014529620808538481 leaf_weight=1.7964010048308399 105.38936061557615 27.871520418906584 10.261713018291628 leaf_count=31 1973 211 239 internal_value=0 0.000531925 -0.0112467 internal_weight=0 133.261 12.0581 internal_count=2454 2184 270 is_linear=0 shrinkage=0.0151657 Tree=3243 num_leaves=4 num_cat=0 split_feature=1 1444 13 split_gain=5.66375 8.10231 5.49758 threshold=0.099515000000000006 -0.084274999999999989 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0323228804633649 0.0092355774427997934 -0.0042778782729973415 -0.001405547043488997 leaf_weight=1.7645373304840166 27.036249536788091 86.123500812624115 32.166872998001054 leaf_count=31 368 1815 252 internal_value=0 -0.00350285 0.00346219 internal_weight=0 87.888 59.2031 internal_count=2466 1846 620 is_linear=0 shrinkage=0.0174207 Tree=3244 num_leaves=4 num_cat=0 split_feature=484 52 148 split_gain=5.46861 5.95421 4.85437 threshold=-0.0068949999999999992 -0.42985499999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017405099680043321 -0.017161903464899871 0.00094148026455847351 -0.014752923362783995 leaf_weight=1.3328023422509421 4.9803397352807215 126.84588754113065 10.983135040558407 leaf_count=13 195 1851 395 internal_value=0 0.000243558 -0.0111474 internal_weight=0 131.826 12.3159 internal_count=2454 2046 408 is_linear=0 shrinkage=0.0164159 Tree=3245 num_leaves=4 num_cat=0 split_feature=4 158 0 split_gain=6.2491 6.54719 0.486835 threshold=0.50657000000000008 0.095525000000000013 -0.13647999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.073320172250496e-06 0.0001510514610128884 -0.00038571222017495631 0.00039270974750646556 leaf_weight=135.14453586435411 1.921268217731267 7.0451291924109674 6.4864429081790131 leaf_count=2144 25 155 118 internal_value=0 -1.26764e-05 0.000340199 internal_weight=0 142.19 8.40771 internal_count=2442 2299 143 is_linear=0 shrinkage=0.000400217 Tree=3246 num_leaves=4 num_cat=0 split_feature=15 4 1456 split_gain=6.36925 8.21605 6.92835 threshold=0.035895000000000003 0.18599000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016889853288101907 -0.01215547507434812 0.011252807444863766 0.0021299288989072634 leaf_weight=4.6484946017735629 17.904854853957662 4.3861716939136377 123.25585574004799 leaf_count=154 896 21 1385 internal_value=0 -0.00751624 0.00142452 internal_weight=0 22.291 127.904 internal_count=2456 917 1539 is_linear=0 shrinkage=0.0154691 Tree=3247 num_leaves=4 num_cat=0 split_feature=4 0 16 split_gain=7.4906 8.95935 1.83941 threshold=-0.49367499999999992 -0.061889999999999994 0.38845000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044833433574785844 -4.5000480794451225e-05 0.00018094518071595691 -8.5853519310425601e-05 leaf_weight=7.04605575930327 103.06838805298321 38.52489651972428 3.3560047978535295 leaf_count=74 1989 330 55 internal_value=0 1.65695e-05 -0.000333547 internal_weight=0 141.593 10.4021 internal_count=2448 2319 129 is_linear=0 shrinkage=0.000400217 Tree=3248 num_leaves=4 num_cat=0 split_feature=123 133 42 split_gain=5.56371 7.96249 5.81078 threshold=1.0000000180025095e-35 0.10637000000000002 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0238807002613432e-05 -0.00027727602017300494 -0.0004686876191703687 0.00033082833941818006 leaf_weight=126.25028804683825 2.9446225017309215 5.7044008256634688 14.660327001474796 leaf_count=1901 20 318 199 internal_value=0 -1.0845e-05 0.000228007 internal_weight=0 131.955 17.6049 internal_count=2438 2219 219 is_linear=0 shrinkage=0.000400217 Tree=3249 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=5.59285 9.032 8.62952 threshold=0.084045000000000022 0.10812000000000001 0.095980000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014465288226972169 -0.00014862619749060805 0.000374410778364288 -0.00011500153590293521 leaf_weight=59.631410413538106 56.598133426334243 5.725088842213153 31.112369700102136 leaf_count=558 1652 22 258 internal_value=0 -9.99941e-05 5.55959e-05 internal_weight=0 62.3232 90.7438 internal_count=2490 1674 816 is_linear=0 shrinkage=0.000400217 Tree=3250 num_leaves=4 num_cat=0 split_feature=15 13 474 split_gain=7.91665 6.82818 4.69122 threshold=0.084050000000000014 -0.24588999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046431727503148577 0.0007169943889571847 -0.00034428861241565502 2.4843242839237491e-05 leaf_weight=3.1053692498244336 0.93204154632985847 15.55017241835594 131.22973164491123 leaf_count=90 5 840 1547 internal_value=0 -0.000279842 1.31583e-05 internal_weight=0 16.4822 134.335 internal_count=2482 845 1637 is_linear=0 shrinkage=0.000400217 Tree=3251 num_leaves=4 num_cat=0 split_feature=1 42 16 split_gain=7.87515 6.27166 2.54204 threshold=0.11588000000000001 0.10201 -0.06421499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0008600525842205807 0.014031863325156352 -0.017864320805909051 0.0032299513475937311 leaf_weight=109.47891763327061 14.202500709099697 7.5104183441726482 14.486613884568213 leaf_count=1902 183 214 139 internal_value=0 -0.00196772 0.00861118 internal_weight=0 116.989 28.6891 internal_count=2438 2116 322 is_linear=0 shrinkage=0.0181245 Tree=3252 num_leaves=4 num_cat=0 split_feature=1447 1 131 split_gain=7.34342 6.56149 0.370182 threshold=-1.0000000180025095e-35 0.13130500000000003 0.086835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019683870796321921 1.7040544603019378e-05 0.012452065444608477 -0.0079900932316794709 leaf_weight=4.4831017580872858 132.58002644497901 11.872600981732829 1.0857849891763178 leaf_count=216 2046 181 28 internal_value=0 0.00104793 -0.0176063 internal_weight=0 144.453 5.56889 internal_count=2471 2227 244 is_linear=0 shrinkage=0.016094 Tree=3253 num_leaves=3 num_cat=0 split_feature=38 52 split_gain=6.17215 6.21083 threshold=0.10208000000000002 -0.42985499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041739043078351597 -0.00060422314807030946 2.7925515822622688e-05 leaf_weight=5.0883359422441563 2.5365947678219518 141.924679154763 leaf_count=214 34 2217 internal_value=0 1.22066e-05 internal_weight=0 147.013 internal_count=2465 2431 is_linear=0 shrinkage=0.000400217 Tree=3254 num_leaves=4 num_cat=0 split_feature=124 13 42 split_gain=6.27445 5.79725 4.85444 threshold=-0.043384999999999993 -0.24588999999999997 -0.025789999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.1567346463388254e-05 0.00024246837714898879 -4.5503241499521208e-05 0.00039503725267080848 leaf_weight=5.5939299694728133 12.198434777557848 123.79341591821867 10.917495017871259 leaf_count=40 114 2155 159 internal_value=0 -1.9494e-05 0.000240971 internal_weight=0 135.992 16.5114 internal_count=2468 2269 199 is_linear=0 shrinkage=0.000400217 Tree=3255 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=5.61148 5.58829 0.10019 threshold=-0.39935999999999994 0.075600000000000014 -0.18749999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032617557825795312 -0.00045142441996240233 0.010007557118103578 -0.019730590597559161 leaf_weight=0.61516041308641467 125.05038107663859 17.584379437030293 2.1402948525501406 leaf_count=5 2218 143 129 internal_value=0 0.000844824 -0.0237689 internal_weight=0 142.635 2.75546 internal_count=2495 2361 134 is_linear=0 shrinkage=0.0174207 Tree=3256 num_leaves=4 num_cat=0 split_feature=14 12 14 split_gain=5.74794 5.85496 0.44296 threshold=0.076175000000000007 0.084045000000000022 0.097065000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9818224278506872e-05 -0.00030113731242880888 -7.7107187370126324e-05 -0.00060516954482525091 leaf_weight=89.430679820419755 1.853183088358491 61.804833615286043 1.907851079246029 leaf_count=780 48 1632 28 internal_value=0 1.56785e-05 -0.0004684 internal_weight=0 151.236 3.76103 internal_count=2488 2412 76 is_linear=0 shrinkage=0.00039237 Tree=3257 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=7.55418 11.5817 8.20112 threshold=-0.10674499999999999 0.12474000000000002 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0060046698326812762 -0.011822212745999493 -0.020298634782529149 -0.00045220537466943747 leaf_weight=54.7881642235443 27.787920606904663 5.2503083252813658 54.978999583923724 leaf_count=404 1230 32 788 internal_value=0 0.00367097 -0.00428035 internal_weight=0 60.0385 82.7669 internal_count=2454 436 2018 is_linear=0 shrinkage=0.0170791 Tree=3258 num_leaves=3 num_cat=0 split_feature=43 160 split_gain=5.25779 6.20199 threshold=-0.59596999999999989 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0010580774363578354 -0.0004514835453957053 3.5010427834620391e-05 leaf_weight=0.67550626583397289 4.2081788630457586 147.73890853766352 leaf_count=4 192 2266 internal_value=0 2.12144e-05 internal_weight=0 151.947 internal_count=2462 2458 is_linear=0 shrinkage=0.000400217 Tree=3259 num_leaves=4 num_cat=0 split_feature=0 1 49 split_gain=6.01866 12.6219 5.41453 threshold=-0.0029549999999999997 1.0000000180025095e-35 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027010243408874188 9.826675467830868e-05 4.5656616321181988e-05 0.00053499041636983341 leaf_weight=25.448238609795226 24.517998342867944 98.001693426980637 5.4932524031028143 leaf_count=1199 235 991 23 internal_value=0 -1.96204e-05 0.000179896 internal_weight=0 123.45 30.0113 internal_count=2448 2190 258 is_linear=0 shrinkage=0.000400217 Tree=3260 num_leaves=4 num_cat=0 split_feature=155 3 12 split_gain=5.05507 5.00431 0.0286608 threshold=0.091145000000000018 -0.12077499999999998 0.082165000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0067793994319128763 -0.026750845780860795 -0.0012249020094159933 -0.017993159860482305 leaf_weight=33.041320308344439 0.92305623460560982 113.39680886175483 2.6053146281046793 leaf_count=221 17 2129 120 internal_value=0 0.000584935 -0.0210366 internal_weight=0 146.438 3.52837 internal_count=2487 2350 137 is_linear=0 shrinkage=0.0181245 Tree=3261 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=5.48885 6.44521 threshold=1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.916113989676243e-06 -0.00043658938838192458 0.00037651114861738164 leaf_weight=139.28374814486597 4.4264185931533566 7.2021056169178328 leaf_count=2311 47 108 internal_value=0 1.03069e-05 internal_weight=0 146.486 internal_count=2466 2419 is_linear=0 shrinkage=0.000400217 Tree=3262 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=6.12791 5.78063 threshold=0.51087000000000005 -0.12676999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00422593152568514 0.017988657300046774 -0.0031028537599622689 leaf_weight=51.771844308823347 5.6205718342680475 88.051068705623038 leaf_count=339 108 2012 internal_value=0 -0.000388035 internal_weight=0 139.823 internal_count=2459 2351 is_linear=0 shrinkage=0.0174207 Tree=3263 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=6.24011 9.53303 4.16922 threshold=-0.24269999999999997 -0.19301999999999997 0.10616500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034954563629338169 -0.00072087442735242107 -7.3586803569187977e-06 -0.00016029477468103889 leaf_weight=12.255484011257066 2.9544852515682569 137.03084094417864 3.1714962793048462 leaf_count=185 55 2233 23 internal_value=0 -2.2982e-05 0.000244332 internal_weight=0 139.985 15.427 internal_count=2496 2288 208 is_linear=0 shrinkage=0.000400217 Tree=3264 num_leaves=4 num_cat=0 split_feature=123 13 2 split_gain=6.49662 7.31181 3.19522 threshold=1.0000000180025095e-35 -0.10939499999999998 0.095105000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017015502080975777 5.1425647073835125e-06 -6.7632682178112114e-05 0.000355235391444793 leaf_weight=25.603460581041873 6.4290686622262028 106.38312863878673 11.81903338851407 leaf_count=209 89 2041 126 internal_value=0 -2.14002e-05 0.000232676 internal_weight=0 131.987 18.2481 internal_count=2465 2250 215 is_linear=0 shrinkage=0.000400217 Tree=3265 num_leaves=3 num_cat=0 split_feature=14 42 split_gain=7.17631 6.93049 threshold=0.076175000000000007 -0.0044549999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001838006498706405 -0.00056814187938121973 5.2356393838560781e-05 leaf_weight=23.578384095511865 3.3516242653131476 124.46415140244062 leaf_count=677 75 1706 internal_value=0 1.46337e-05 internal_weight=0 148.043 internal_count=2458 2383 is_linear=0 shrinkage=0.000400217 Tree=3266 num_leaves=4 num_cat=0 split_feature=12 4 1429 split_gain=5.49803 8.13596 8.08532 threshold=0.084045000000000022 0.18599000000000002 0.084545000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012553477176225852 -0.007764685249073363 0.0064616460266583966 0.018915568507672037 leaf_weight=79.397632354928646 45.291930259205401 17.521042363252491 9.0169212725013477 leaf_count=755 1560 120 52 internal_value=0 -0.00379196 0.00307806 internal_weight=0 62.813 88.4146 internal_count=2487 1680 807 is_linear=0 shrinkage=0.0177691 Tree=3267 num_leaves=4 num_cat=0 split_feature=160 1213 15 split_gain=5.81243 5.80792 0.114411 threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021103777412686094 -0.00029502753501458456 4.2586066809261643e-05 -0.00045185146440091976 leaf_weight=0.66476009902544309 8.5606557535356824 138.53308618272422 4.0504183741868465 leaf_count=13 375 1887 182 internal_value=0 2.2728e-05 -0.000423583 internal_weight=0 147.094 4.71518 internal_count=2457 2262 195 is_linear=0 shrinkage=0.000400217 Tree=3268 num_leaves=4 num_cat=0 split_feature=15 0 3 split_gain=5.80667 7.59008 2.26089 threshold=-0.37478999999999996 -0.10674499999999999 0.11439500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033845190204481425 9.2055866527635005e-05 -9.8216576457614386e-05 -4.8958144308492945e-05 leaf_weight=10.780679347924886 57.982664268696681 79.473845608328702 3.0660181283019474 leaf_count=130 394 1888 53 internal_value=0 -1.79452e-05 0.000252965 internal_weight=0 137.457 13.8467 internal_count=2465 2282 183 is_linear=0 shrinkage=0.000400217 Tree=3269 num_leaves=4 num_cat=0 split_feature=12 131 43 split_gain=6.7163 9.47961 7.78832 threshold=0.040165000000000006 0.08844500000000001 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026548995597160596 -3.2486532342343764e-05 -0.00045020228784555552 -3.0623042400112448e-06 leaf_weight=24.292551234131679 61.263333841779968 10.035064385621807 59.386157962726429 leaf_count=234 1565 289 431 internal_value=0 -9.18927e-05 7.5151e-05 internal_weight=0 71.2984 83.6787 internal_count=2519 1854 665 is_linear=0 shrinkage=0.000400217 Tree=3270 num_leaves=4 num_cat=0 split_feature=1 3 1 split_gain=5.33668 11.6485 6.95075 threshold=1.0000000180025095e-35 0.10812000000000001 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010165954719756124 0.027661522350949441 0.015355580424281038 0.0006267031748513458 leaf_weight=35.014581695053494 2.9777287049219003 6.6251761857420197 106.92440033447929 leaf_count=1268 25 18 1183 internal_value=0 -0.00607501 0.0013866 internal_weight=0 41.6398 109.902 internal_count=2494 1286 1208 is_linear=0 shrinkage=0.0177691 Tree=3271 num_leaves=4 num_cat=0 split_feature=403 160 13 split_gain=5.59928 5.49978 0.298288 threshold=0.090880000000000016 -0.40446999999999994 -0.10800499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019618299078623676 -0.0066477211332929978 0.0012987719296151049 -0.021071856682458888 leaf_weight=4.3196964698145157 0.70103881624527264 140.44474025641102 4.2044159534852943 leaf_count=175 24 2089 172 internal_value=0 0.000659938 -0.0192049 internal_weight=0 144.764 4.90545 internal_count=2460 2264 196 is_linear=0 shrinkage=0.018487 Tree=3272 num_leaves=4 num_cat=0 split_feature=43 457 3 split_gain=6.13104 7.8703 6.53259 threshold=-0.074459999999999985 -0.14941999999999997 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.0666684280232392e-06 0.00052216829040369615 -6.2603253420287681e-05 0.00026327409072399367 leaf_weight=30.710052735172212 3.5666312482208005 96.654915505379904 26.219654755434021 leaf_count=683 17 1488 285 internal_value=0 -4.12332e-05 0.000119876 internal_weight=0 100.222 56.9297 internal_count=2473 1505 968 is_linear=0 shrinkage=0.00039237 Tree=3273 num_leaves=4 num_cat=0 split_feature=14 43 160 split_gain=5.58258 6.07377 0.420091 threshold=0.076175000000000007 -0.58286499999999986 -0.014774999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011630257305200659 -0.00062161078444070747 8.3126423515101457e-06 -0.00032024882891294011 leaf_weight=0.62136697769164939 1.7074991767294707 144.95828867703676 2.1270618073176584 leaf_count=1 30 2365 49 internal_value=0 1.41312e-05 -0.000468271 internal_weight=0 145.58 3.83456 internal_count=2445 2366 79 is_linear=0 shrinkage=0.000400217 Tree=3274 num_leaves=4 num_cat=0 split_feature=52 2 12 split_gain=7.75945 7.24732 1.27982 threshold=-0.29521499999999995 0.08894500000000001 -0.043589999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.5877302572959179e-05 -0.0001211574897821066 6.1725560625506179e-05 -0.00044152854140903111 leaf_weight=0.78106010437477369 52.455189705331577 91.187850988644641 7.5316799316788074 leaf_count=11 1186 1025 275 internal_value=0 -5.10154e-06 -0.000392551 internal_weight=0 143.643 8.31274 internal_count=2497 2211 286 is_linear=0 shrinkage=0.00039237 Tree=3275 num_leaves=4 num_cat=0 split_feature=484 160 51 split_gain=6.40975 6.52849 2.80115 threshold=-0.0068949999999999992 -0.40446999999999994 0.14820500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036141222032195927 -0.00042382937374472644 5.1779071659113058e-05 0.00024139151387790836 leaf_weight=9.3564628087333386 4.6739853640319771 136.04057173884939 1.3406020300462831 leaf_count=370 192 1873 21 internal_value=0 3.56568e-05 -0.000284148 internal_weight=0 140.715 10.6971 internal_count=2456 2065 391 is_linear=0 shrinkage=0.000400217 Tree=3276 num_leaves=3 num_cat=0 split_feature=48 44 split_gain=7.47136 8.23272 threshold=0.12879500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5233785831236753e-05 -0.00037959651263569442 -0.00059121842052837646 leaf_weight=138.25949860684341 8.2464379686862213 3.4473777748644343 leaf_count=2361 66 37 internal_value=0 9.78209e-06 internal_weight=0 141.707 internal_count=2464 2398 is_linear=0 shrinkage=0.000400217 Tree=3277 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=9.03329 9.23395 1.68946 threshold=-0.49121999999999993 0.062320000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0070100822260782038 6.5274789003662656e-05 0.016475874908335533 -0.024417322578970474 leaf_weight=3.2755578085780144 125.75349741172977 13.3888983419165 5.4214764283969981 leaf_count=32 2227 80 99 internal_value=0 0.00165635 -0.0180337 internal_weight=0 139.142 8.69703 internal_count=2438 2307 131 is_linear=0 shrinkage=0.0188567 Tree=3278 num_leaves=4 num_cat=0 split_feature=42 160 1429 split_gain=5.45432 8.56096 6.64539 threshold=-1.0000000180025095e-35 -0.073574999999999988 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019807600512035433 -0.00045426558278406604 -0.00030733503088450079 5.4577047173531075e-05 leaf_weight=7.4554525339044657 4.1354140419280148 18.495423254673369 128.51854145230027 leaf_count=101 123 584 1648 internal_value=0 -0.000161908 3.83444e-05 internal_weight=0 25.9509 132.654 internal_count=2456 685 1771 is_linear=0 shrinkage=0.000400217 Tree=3279 num_leaves=3 num_cat=0 split_feature=2 124 split_gain=5.76137 5.21424 threshold=-0.54207499999999997 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.11021390232015908 0.010299767496255779 -0.00031850881463229126 leaf_weight=0.047639649361370995 17.77484313887544 135.79632218732149 leaf_count=2 210 2290 internal_value=0 0.000917095 internal_weight=0 153.571 internal_count=2502 2500 is_linear=0 shrinkage=0.018487 Tree=3280 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=5.91468 7.81516 threshold=-0.42595999999999995 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026641386480650696 -0.0014088172155143183 0.010170868399949263 leaf_weight=2.4994745468720785 121.54172255552839 21.570425570011139 leaf_count=16 2273 171 internal_value=0 0.000343105 internal_weight=0 143.112 internal_count=2460 2444 is_linear=0 shrinkage=0.0177691 Tree=3281 num_leaves=4 num_cat=0 split_feature=51 15 1375 split_gain=6.222 5.98198 5.31446 threshold=-0.10998999999999999 -0.37478999999999996 0.10283000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020138646987855127 0.0017133274737192296 -0.020327288507783287 -0.027419900941388207 leaf_weight=1.6314230349380512 136.00356164787081 9.538918814097995 2.4426206680946043 leaf_count=18 2223 234 25 internal_value=0 -0.0142761 0.00117758 internal_weight=0 11.1703 138.446 internal_count=2500 252 2248 is_linear=0 shrinkage=0.0200109 Tree=3282 num_leaves=4 num_cat=0 split_feature=131 453 15 split_gain=7.03212 6.56429 3.35546 threshold=0.092225000000000015 0.10071000000000001 -0.18239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020399418765518441 0.013084093914262509 -0.027925348145123926 -0.021278800992950202 leaf_weight=137.39071562502068 1.1963823076803235 2.7608084604144087 7.6326064161257801 leaf_count=2206 38 19 237 internal_value=0 0.00142784 -0.0165169 internal_weight=0 140.152 8.82899 internal_count=2500 2225 275 is_linear=0 shrinkage=0.0196185 Tree=3283 num_leaves=3 num_cat=0 split_feature=1374 401 split_gain=5.88155 5.31251 threshold=-0.43176999999999993 0.087110000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056792150290171917 5.3644301652965942e-05 -0.00034006884376555272 leaf_weight=2.4908303618431082 145.91328514929046 5.5931285436963654 leaf_count=13 2276 201 internal_value=0 3.88693e-05 internal_weight=0 151.506 internal_count=2490 2477 is_linear=0 shrinkage=0.000400217 Tree=3284 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=7.24302 11.0461 9.77694 threshold=0.094405000000000003 -0.080924999999999983 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001292794880425027 -0.0003367298274087514 -0.00018425454283932112 0.00014538786524963439 leaf_weight=27.629676675744122 7.3586598646361372 51.184022418106906 69.015386209124699 leaf_count=564 104 1190 646 internal_value=0 -7.43116e-05 9.85108e-05 internal_weight=0 78.8137 76.374 internal_count=2504 1754 750 is_linear=0 shrinkage=0.000400217 Tree=3285 num_leaves=4 num_cat=0 split_feature=376 48 0 split_gain=6.15033 6.33556 1.7365 threshold=0.048375000000000008 0.12879500000000002 -0.091614999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093904621824260641 0.0048697215446355828 -0.016590003491708395 0.020206559100165264 leaf_weight=128.49797904369188 4.5162335024215281 7.9967726785689583 7.1623949343338591 leaf_count=2282 52 60 73 internal_value=0 -0.000100678 0.0143782 internal_weight=0 136.495 11.6786 internal_count=2467 2342 125 is_linear=0 shrinkage=0.0192338 Tree=3286 num_leaves=3 num_cat=0 split_feature=38 1 split_gain=5.98263 5.80635 threshold=1.0000000180025095e-35 0.099195000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0038596355489119195 -0.023414589148873181 0.0042247264406600742 leaf_weight=81.539492589537986 4.4046755733434102 58.719037377042696 leaf_count=1817 47 607 internal_value=0 -0.000474458 internal_weight=0 140.259 internal_count=2471 2424 is_linear=0 shrinkage=0.0196185 Tree=3287 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=6.28493 10.4991 10.1066 threshold=-0.10674499999999999 -0.074664999999999995 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0080593703702275671 -0.012377431443913125 0.00095374990357898642 0.0082901748742544301 leaf_weight=17.049378760973923 30.081913834263105 54.277880629582796 44.922119913622737 leaf_count=160 1299 726 278 internal_value=0 -0.00381013 0.00378572 internal_weight=0 84.3598 61.9715 internal_count=2463 2025 438 is_linear=0 shrinkage=0.0181245 Tree=3288 num_leaves=4 num_cat=0 split_feature=47 0 1 split_gain=8.21373 12.3797 12.1583 threshold=0.092530000000000015 -0.016664999999999996 0.094695000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.8032114081203767e-05 -0.00035214676314578085 0.00041361951319662143 0.00017255062691196201 leaf_weight=71.448417161533143 20.038087430526506 3.9652591552585355 54.630719090346247 leaf_count=1636 248 17 566 internal_value=0 -0.000224312 3.06034e-05 internal_weight=0 24.0033 126.079 internal_count=2467 265 2202 is_linear=0 shrinkage=0.000400217 Tree=3289 num_leaves=4 num_cat=0 split_feature=43 52 42 split_gain=5.67736 5.08298 0.548634 threshold=0.25619500000000001 -0.51498499999999992 -0.0057599999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041337569941031006 -0.00019834144878689883 2.0796794479210974e-05 -0.00055495803110610753 leaf_weight=4.3385214076843104 1.1159294734243301 146.15055595483864 2.9495750630740067 leaf_count=171 99 2170 43 internal_value=0 7.9818e-06 -0.000465011 internal_weight=0 150.489 4.0655 internal_count=2483 2341 142 is_linear=0 shrinkage=0.000400217 Tree=3290 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=6.83966 7.11647 3.27911 threshold=0.12122500000000001 0.12879500000000002 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.479846181802822e-06 0.00033906026828455182 -0.0005082812059246781 3.8009955577567725e-05 leaf_weight=126.91696385797695 12.826339028077202 4.3936568947974584 9.8363583083264512 leaf_count=2190 150 32 117 internal_value=0 -2.36889e-05 0.000209224 internal_weight=0 131.311 22.6627 internal_count=2489 2222 267 is_linear=0 shrinkage=0.00039237 Tree=3291 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=6.31303 7.64805 threshold=1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00048022335066770706 -0.021394014582017756 0.020346312896620537 leaf_weight=138.7905199736706 4.3134954953566185 7.138976613059639 leaf_count=2304 45 109 internal_value=0 0.00146694 internal_weight=0 145.929 internal_count=2458 2413 is_linear=0 shrinkage=0.0188567 Tree=3292 num_leaves=4 num_cat=0 split_feature=2 8 16 split_gain=8.46121 9.31123 6.16802 threshold=0.090510000000000021 1.0000000180025095e-35 0.16703000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019290250716740308 0.00010250660874464529 0.00032170493278577578 -0.00016954493934939283 leaf_weight=51.925620886613615 71.557748249964789 5.9398403251543632 15.522495799348688 leaf_count=1295 823 47 264 internal_value=0 -0.000139559 5.38566e-05 internal_weight=0 57.8655 87.0802 internal_count=2429 1342 1087 is_linear=0 shrinkage=0.00039237 Tree=3293 num_leaves=4 num_cat=0 split_feature=160 2 52 split_gain=5.56274 4.69567 0.100161 threshold=-0.25833999999999996 0.16826500000000003 0.2800700000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011704207345361931 0.00048447183964924606 0.020147163025484978 -0.022013559202189614 leaf_weight=0.86585956258932029 133.63854575634468 4.5376912173815063 3.6206992872757837 leaf_count=56 2200 61 138 internal_value=0 0.00114598 -0.0203574 internal_weight=0 138.176 4.48656 internal_count=2455 2261 194 is_linear=0 shrinkage=0.0192338 Tree=3294 num_leaves=4 num_cat=0 split_feature=3 42 12 split_gain=6.34888 9.24786 7.67318 threshold=-0.10072999999999999 0.095165000000000013 0.084045000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0090255598413939275 0.00033281485320999746 -0.017098922870533877 -0.010767417106300876 leaf_weight=36.954847173183225 73.938289650774095 5.4328771927393964 31.494116982881678 leaf_count=300 729 56 1394 internal_value=0 0.00564093 -0.00299088 internal_weight=0 42.3877 105.432 internal_count=2479 356 2123 is_linear=0 shrinkage=0.0188567 Tree=3295 num_leaves=3 num_cat=0 split_feature=151 128 split_gain=5.51552 5.25876 threshold=-0.28286499999999998 0.085185000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02237649811523065 0.0016989691069159846 -0.018246555694172814 leaf_weight=3.8773865849943823 144.31569731220952 5.1618335767998351 leaf_count=56 2277 166 internal_value=0 0.000997058 internal_weight=0 149.478 internal_count=2499 2443 is_linear=0 shrinkage=0.0196185 Tree=3296 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.42188 6.60746 threshold=-0.28286499999999998 0.30163500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022100969705391323 -0.00020082033632496098 0.011257531476987574 leaf_weight=3.824226123862899 121.4153149483609 24.049787090392783 leaf_count=55 2139 265 internal_value=0 0.00170079 internal_weight=0 145.465 internal_count=2459 2404 is_linear=0 shrinkage=0.0200109 Tree=3297 num_leaves=3 num_cat=0 split_feature=14 133 split_gain=5.35452 5.21641 threshold=0.076175000000000007 -0.39935999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047970426932284789 -0.00046477857591870341 2.3669205899630214e-05 leaf_weight=3.2625394032802424 3.7564401517156503 144.48905963811558 leaf_count=135 74 2245 internal_value=0 1.21993e-05 internal_weight=0 147.752 internal_count=2454 2380 is_linear=0 shrinkage=0.000400217 Tree=3298 num_leaves=3 num_cat=0 split_feature=160 1213 split_gain=6.37564 6.32821 threshold=-0.40446999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021727010742015274 -0.01440108502979404 0.0032645005231387979 leaf_weight=4.085230483848135 7.8184187501028637 139.30625148766558 leaf_count=181 369 1899 internal_value=0 0.00231549 internal_weight=0 147.125 internal_count=2449 2268 is_linear=0 shrinkage=0.0192338 Tree=3299 num_leaves=4 num_cat=0 split_feature=1429 2 157 split_gain=5.28043 5.27378 0.508073 threshold=-1.0000000180025095e-35 -0.58149499999999998 -0.08427999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020070271747573646 -0.0021925208289558617 2.8502420203294607e-05 -0.0005308066393703506 leaf_weight=1.2827623750199562 0.059483403339981034 150.74093970531248 2.7220984786981708 leaf_count=44 2 2377 84 internal_value=0 2.60003e-05 -0.000433408 internal_weight=0 150.8 4.00486 internal_count=2507 2379 128 is_linear=0 shrinkage=0.000400217 Tree=3300 num_leaves=4 num_cat=0 split_feature=13 1 52 split_gain=7.95995 7.55246 2.07189 threshold=-0.16901999999999998 0.094405000000000003 -0.046989999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044693894447619357 -0.00013067155657410403 5.8587774914015375e-05 0.00014673075500086632 leaf_weight=5.8943904452025881 68.91870636085514 66.028121568262577 9.9845377905294281 leaf_count=55 1699 636 86 internal_value=0 -3.80971e-05 0.00026052 internal_weight=0 134.947 15.8789 internal_count=2476 2335 141 is_linear=0 shrinkage=0.000400217 Tree=3301 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=5.21712 7.20641 1.70265 threshold=-0.37478999999999996 -0.095584999999999989 -0.07662999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020366606983613162 -0.0094978054533600628 0.0019284715933323736 0.0052931238539340505 leaf_weight=6.2454474549740553 27.903726132819429 104.61062461338588 5.883081703912465 leaf_count=109 322 1982 58 internal_value=0 -0.000483562 0.0131703 internal_weight=0 132.514 12.1285 internal_count=2471 2304 167 is_linear=0 shrinkage=0.0200109 Tree=3302 num_leaves=3 num_cat=0 split_feature=14 1213 split_gain=6.5088 6.58076 threshold=0.062655000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035856506757485086 -0.00053300020088606012 3.6793320086501092e-05 leaf_weight=6.9739264361560336 3.4080095211975268 139.54836755362339 leaf_count=371 74 2029 internal_value=0 1.77163e-05 internal_weight=0 146.522 internal_count=2474 2400 is_linear=0 shrinkage=0.000400217 Tree=3303 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=5.66971 17.0182 9.33445 threshold=1.0000000180025095e-35 -0.059114999999999994 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037326863193755399 0.0001186925141636607 0.0001231281323179389 -0.00015011716040869876 leaf_weight=21.17553425769438 85.332834327127784 22.944761767750606 27.199037081096321 leaf_count=1125 941 138 250 internal_value=0 -0.000115459 5.36364e-05 internal_weight=0 44.1203 112.532 internal_count=2454 1263 1191 is_linear=0 shrinkage=0.000400217 Tree=3304 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=7.07657 10.1102 6.87874 threshold=-0.097754999999999995 -0.049374999999999995 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011128147061404605 -0.013804558979265004 0.000663128947103085 -0.0071199430304702688 leaf_weight=32.263559005921707 26.338521214260254 71.931263258331455 11.024096021894364 leaf_count=245 1420 632 133 internal_value=0 -0.00322584 0.00647451 internal_weight=0 98.2698 43.2877 internal_count=2430 2052 378 is_linear=0 shrinkage=0.0200109 Tree=3305 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=5.96384 6.89572 3.62847 threshold=0.12212000000000002 0.09864500000000001 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8999160107243912e-05 0.021810397533356028 -0.014375486912824925 0.0039406583278151783 leaf_weight=111.26475575348013 6.4266060104128 14.542758446536025 13.406661076471208 leaf_count=1919 138 338 112 internal_value=0 -0.00172523 0.00982095 internal_weight=0 125.808 19.8333 internal_count=2507 2257 250 is_linear=0 shrinkage=0.0196185 Tree=3306 num_leaves=4 num_cat=0 split_feature=457 15 132 split_gain=5.78165 6.93123 6.1207 threshold=0.069910000000000014 -0.034554999999999995 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032520756611879973 0.016533109145331164 -0.0059750289311731328 0.010425977943059243 leaf_weight=110.19289677988854 16.2229463076219 8.1716260132379812 14.756047287024556 leaf_count=2048 113 93 241 internal_value=0 0.00900054 -0.00162886 internal_weight=0 24.3946 124.949 internal_count=2495 206 2289 is_linear=0 shrinkage=0.0200109 Tree=3307 num_leaves=4 num_cat=0 split_feature=159 48 15 split_gain=5.73675 6.63039 6.39091 threshold=-0.032739999999999991 -1.0000000180025095e-35 -0.25061999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020400204908701494 0.015432952195021247 -0.019418387941271514 0.00065323517917707211 leaf_weight=1.8489472717046727 12.247157208155839 9.2290616999380273 126.83015053597046 leaf_count=4 193 329 1975 internal_value=0 -0.0126349 0.00196611 internal_weight=0 11.078 139.077 internal_count=2501 333 2168 is_linear=0 shrinkage=0.0196185 Tree=3308 num_leaves=3 num_cat=0 split_feature=1373 42 split_gain=6.20595 5.48033 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00016810565686743218 -0.00060972564703046077 4.4064930639280662e-05 leaf_weight=22.914896186091937 2.5080378949642173 127.20623162781703 leaf_count=668 20 1771 internal_value=0 1.15775e-05 internal_weight=0 150.121 internal_count=2459 2439 is_linear=0 shrinkage=0.000400217 Tree=3309 num_leaves=4 num_cat=0 split_feature=1456 3 12 split_gain=5.48089 5.75394 1.94829 threshold=1.0000000180025095e-35 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018432497390371912 0.00028019778416991578 -3.7436499658676259e-06 -0.00049367234012831951 leaf_weight=33.349541908828542 0.52203214168548573 117.73464299767511 4.0652739334909702 leaf_count=249 8 2006 189 internal_value=0 3.78754e-05 -0.000401029 internal_weight=0 151.084 4.58731 internal_count=2452 2255 197 is_linear=0 shrinkage=0.000400217 Tree=3310 num_leaves=4 num_cat=0 split_feature=14 13 51 split_gain=5.249 5.72271 0.783328 threshold=0.076175000000000007 -0.15145999999999996 -0.043349999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011671352947947395 -0.031634022660602598 -0.00092297026601239533 -0.013465572325508518 leaf_weight=16.23240608186461 1.7845567136537281 124.3689782890433 2.5322891001123926 leaf_count=150 27 2258 61 internal_value=0 0.000539172 -0.0215862 internal_weight=0 140.601 4.31685 internal_count=2496 2408 88 is_linear=0 shrinkage=0.0200109 Tree=3311 num_leaves=4 num_cat=0 split_feature=123 2 376 split_gain=6.15258 6.65131 2.25802 threshold=1.0000000180025095e-35 -0.54207499999999997 0.049360000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.13831555677652269 0.0040236546836780896 -0.00052316369042928719 0.018841160006906488 leaf_weight=0.028465092182158425 7.5663172379136112 129.19124254497001 9.1283038959372771 leaf_count=1 97 2246 116 internal_value=0 -0.000673236 0.0121971 internal_weight=0 129.22 16.6946 internal_count=2460 2247 213 is_linear=0 shrinkage=0.0200109 Tree=3312 num_leaves=4 num_cat=0 split_feature=1429 1 3 split_gain=5.94975 6.17172 0.700808 threshold=-1.0000000180025095e-35 0.098950000000000024 0.090810000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015822881928060088 -0.0019518744760134222 0.0063559452401018967 -0.034674553045064699 leaf_weight=2.7696329528698693 81.076015344093321 59.641151242190972 1.2238392168655989 leaf_count=108 1731 586 19 internal_value=0 0.00157154 -0.0223883 internal_weight=0 140.717 3.99347 internal_count=2444 2317 127 is_linear=0 shrinkage=0.0196185 Tree=3313 num_leaves=4 num_cat=0 split_feature=155 1 0 split_gain=5.43399 5.36156 0.0723376 threshold=0.090695000000000012 0.10044000000000002 -0.11255999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031935577806558768 -0.030532917799666104 0.0047507260653762646 -0.020025568236765337 leaf_weight=83.183797198260436 0.96022129524499211 57.390812069876119 3.0276661968091494 leaf_count=1777 13 542 126 internal_value=0 5.09652e-05 -0.0233203 internal_weight=0 140.575 3.98789 internal_count=2458 2319 139 is_linear=0 shrinkage=0.0200109 Tree=3314 num_leaves=4 num_cat=0 split_feature=14 13 16 split_gain=5.33403 6.32506 0.820321 threshold=0.076175000000000007 -0.10939499999999998 -0.15336499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002117764910288653 -0.00020962706679429819 -9.9281091693156303e-06 -0.00057738356535886465 leaf_weight=24.672409595921636 1.9314800766296683 122.36458664090605 2.3390516880899659 leaf_count=208 31 2188 54 internal_value=0 2.74062e-05 -0.00042066 internal_weight=0 147.037 4.27053 internal_count=2481 2396 85 is_linear=0 shrinkage=0.000400217 Tree=3315 num_leaves=3 num_cat=0 split_feature=448 484 split_gain=4.83305 5.71049 threshold=-0.083859999999999976 0.084930000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021928701702597739 -0.00032723571282475538 0.010697364502246252 leaf_weight=3.3019115505740038 123.23055552525329 20.122189184301533 leaf_count=35 2193 264 internal_value=0 0.00122741 internal_weight=0 143.353 internal_count=2492 2457 is_linear=0 shrinkage=0.0192338 Tree=3316 num_leaves=4 num_cat=0 split_feature=52 47 15 split_gain=7.89332 6.08279 1.09572 threshold=-0.29521499999999995 0.092710000000000015 -0.092919999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.6661651035514786e-05 5.9472428669498555e-05 -0.00016743677433018222 -0.00043964237252923464 leaf_weight=0.89822413958609093 122.26752880966524 22.274068041471764 6.8954848037683396 leaf_count=18 1969 211 257 internal_value=0 2.44029e-05 -0.000386284 internal_weight=0 144.542 7.79371 internal_count=2455 2180 275 is_linear=0 shrinkage=0.000400217 Tree=3317 num_leaves=4 num_cat=0 split_feature=43 43 12 split_gain=5.60452 6.05207 0.0823723 threshold=0.25619500000000001 0.095890000000000017 -0.063054999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8035741882294998e-05 -0.014807106869288355 0.016999015323297326 -0.026055334663964022 leaf_weight=138.71891904962831 0.90957613196224008 9.1085570430150238 2.8635922295507035 leaf_count=2271 15 100 128 internal_value=0 0.000986255 -0.0238487 internal_weight=0 147.827 3.77317 internal_count=2514 2371 143 is_linear=0 shrinkage=0.0204111 Tree=3318 num_leaves=4 num_cat=0 split_feature=131 483 15 split_gain=5.88704 5.58165 3.60178 threshold=0.092225000000000015 0.096460000000000018 -0.14729999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.161610852807369e-05 0.00028221714673816808 -0.00040779882757823187 -0.00041781473326033789 leaf_weight=135.61563529711566 1.3146349154412744 4.4641849732724941 7.4010394368087855 leaf_count=2099 40 121 228 internal_value=0 2.69795e-05 -0.000309985 internal_weight=0 140.08 8.71567 internal_count=2488 2220 268 is_linear=0 shrinkage=0.000400217 Tree=3319 num_leaves=4 num_cat=0 split_feature=376 52 52 split_gain=5.89323 4.9798 2.32177 threshold=0.048375000000000008 -0.51498499999999992 -0.087044999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004170285008047062 -7.940765803301376e-06 -1.3905702921225419e-05 0.00037404814193771048 leaf_weight=4.9817494956077999 3.6126507257577023 135.13892512911116 8.5044389578979445 leaf_count=179 38 2158 84 internal_value=0 -2.85596e-05 0.00026113 internal_weight=0 140.121 12.1171 internal_count=2459 2337 122 is_linear=0 shrinkage=0.000400217 Tree=3320 num_leaves=4 num_cat=0 split_feature=42 2 12 split_gain=5.93189 6.3297 1.40804 threshold=-0.108275 -0.58149499999999998 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018163172695752659 -0.0026066656250103401 1.3623482480980756e-05 -0.00059433277838052815 leaf_weight=2.5952458623796693 0.035851042717694237 143.27688117171056 2.9250562089728191 leaf_count=27 1 2329 120 internal_value=0 1.09336e-05 -0.000407779 internal_weight=0 143.313 5.5203 internal_count=2477 2330 147 is_linear=0 shrinkage=0.000400217 Tree=3321 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=5.4546 5.75969 threshold=0.086645000000000014 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010407380146399591 -0.029609056626231499 -0.00063014107214495708 leaf_weight=22.239554560219403 2.2479333374649277 123.66439772641752 leaf_count=293 41 2146 internal_value=0 0.00105895 internal_weight=0 145.904 internal_count=2480 2439 is_linear=0 shrinkage=0.0200109 Tree=3322 num_leaves=3 num_cat=0 split_feature=448 1348 split_gain=5.75398 6.61824 threshold=-0.083859999999999976 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026664182143020354 -0.00025574849763048915 0.020551223873352446 leaf_weight=3.1586846690624943 136.25082530934014 6.5689941192977122 leaf_count=37 2395 40 internal_value=0 0.000716617 internal_weight=0 142.82 internal_count=2472 2435 is_linear=0 shrinkage=0.0204111 Tree=3323 num_leaves=3 num_cat=0 split_feature=13 14 split_gain=6.625 5.38222 threshold=-0.49274999999999997 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022110128823996298 0.00088475447128328211 -0.022759382658359136 leaf_weight=5.8780421437695614 136.9180665560998 4.0199271608144036 leaf_count=59 2353 79 internal_value=0 0.000192829 internal_weight=0 140.938 internal_count=2491 2432 is_linear=0 shrinkage=0.0204111 Tree=3324 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=6.88032 9.21898 threshold=0.12879500000000002 0.11610500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.9225709144920056e-05 -0.00034236471093093462 -0.0004635532466117092 leaf_weight=139.15291560409241 8.3659391440451127 5.740222653723321 leaf_count=2317 70 119 internal_value=0 2.85687e-05 internal_weight=0 144.893 internal_count=2506 2436 is_linear=0 shrinkage=0.000400217 Tree=3325 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=5.14672 5.49919 threshold=0.10386000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012544599151631667 -0.028511100041772076 -0.00022688577571420933 leaf_weight=15.608204875374211 2.3690072987228623 131.84405269866693 leaf_count=190 27 2255 internal_value=0 0.0011335 internal_weight=0 147.452 internal_count=2472 2445 is_linear=0 shrinkage=0.0204111 Tree=3326 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=8.88326 8.40041 5.69721 threshold=0.098950000000000024 -0.090169999999999986 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040778842086848001 0.0002926173146425728 -0.00012702631413255254 2.6282845182791558e-05 leaf_weight=4.8856711043044916 17.762965949717909 81.067400235595414 45.989983739797026 leaf_count=24 206 1815 426 internal_value=0 -9.61359e-05 0.000100872 internal_weight=0 85.9531 63.7529 internal_count=2471 1839 632 is_linear=0 shrinkage=0.000400217 Tree=3327 num_leaves=4 num_cat=0 split_feature=15 16 48 split_gain=5.68656 9.86278 7.32396 threshold=0.077615000000000003 -0.24404999999999996 0.12230500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5910066348944806e-05 0.00024510181189755668 -0.00041138088772894475 -0.00037528808095828472 leaf_weight=121.14621337037534 4.9318790896795717 13.496147373487473 7.6423060438828534 leaf_count=1470 50 855 72 internal_value=0 -0.000235268 1.79767e-06 internal_weight=0 18.428 128.789 internal_count=2447 905 1542 is_linear=0 shrinkage=0.000400217 Tree=3328 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=6.75888 5.69166 4.80753 threshold=-0.0068949999999999992 -0.24269999999999997 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043376170282535972 0.00026547699407754197 -1.2198214768326825e-05 0.0002400006375830471 leaf_weight=9.0312772927281895 12.926361718215047 126.85079365491401 2.006224436685442 leaf_count=383 190 1914 11 internal_value=0 1.36727e-05 -0.000310115 internal_weight=0 139.777 11.0375 internal_count=2498 2104 394 is_linear=0 shrinkage=0.000400217 Tree=3329 num_leaves=3 num_cat=0 split_feature=31 14 split_gain=4.96463 5.23786 threshold=-1.0000000180025095e-35 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023639936617679401 -0.00029335721130548651 -0.025732878077401568 leaf_weight=3.4043507375754407 139.03536165034166 3.3437689892016342 leaf_count=63 2330 76 internal_value=0 -0.000910555 internal_weight=0 142.379 internal_count=2469 2406 is_linear=0 shrinkage=0.0204111 Tree=3330 num_leaves=4 num_cat=0 split_feature=13 31 2 split_gain=5.32769 5.42907 2.96098 threshold=-0.24588999999999997 -1.0000000180025095e-35 0.097940000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024810119020055987 0.023609193249965528 -0.0024943624839422369 0.020227224903355059 leaf_weight=3.4870423199608904 3.2944473957177243 130.67433525374508 7.3539587846025825 leaf_count=35 58 2286 83 internal_value=0 -0.00183327 0.0129724 internal_weight=0 133.969 10.841 internal_count=2462 2344 118 is_linear=0 shrinkage=0.0204111 Tree=3331 num_leaves=3 num_cat=0 split_feature=51 13 split_gain=5.9562 5.01752 threshold=-0.40274499999999996 -0.5356749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024120744855394113 -0.026340767289487158 0.0021720853276532867 leaf_weight=3.7268841764889649 2.5080561027862123 139.02445282851113 leaf_count=93 26 2331 internal_value=0 0.00164639 internal_weight=0 141.533 internal_count=2450 2357 is_linear=0 shrinkage=0.0204111 Tree=3332 num_leaves=3 num_cat=0 split_feature=44 1 split_gain=6.0559 6.36928 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0055876552405598788 -0.022921594447170689 0.0038315567518542059 leaf_weight=42.376392989477608 4.4196542035788289 100.91874777327757 leaf_count=1281 47 1139 internal_value=0 0.00104384 internal_weight=0 143.295 internal_count=2467 2420 is_linear=0 shrinkage=0.0204111 Tree=3333 num_leaves=4 num_cat=0 split_feature=51 3 4 split_gain=6.34003 5.56335 3.65124 threshold=-0.10998999999999999 -0.59414999999999984 0.10516000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018829432666610899 -0.11389317582052585 0.0020379675144982534 0.01205576122584822 leaf_weight=9.2286102053767518 0.054017972201107933 137.40447807175224 1.7535581607371558 leaf_count=227 2 2226 19 internal_value=0 0.00189975 -0.013826 internal_weight=0 137.458 10.9822 internal_count=2474 2228 246 is_linear=0 shrinkage=0.0200109 Tree=3334 num_leaves=4 num_cat=0 split_feature=52 3 44 split_gain=6.59335 5.87853 5.70873 threshold=-0.24526499999999998 -0.32415499999999992 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069677913159533382 3.2233175853486085e-05 -0.00039897667995364249 -0.00044567352509146976 leaf_weight=0.75204294919967551 131.12560450553428 9.5699136690818687 4.017724869772791 leaf_count=1 2130 302 43 internal_value=0 -0.000312521 1.76681e-05 internal_weight=0 10.322 135.143 internal_count=2476 303 2173 is_linear=0 shrinkage=0.000400217 Tree=3335 num_leaves=3 num_cat=0 split_feature=1374 1365 split_gain=6.47105 5.91599 threshold=-0.094929999999999987 0.084090000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025479497849908935 0.0024119009109093807 -0.023571404824291278 leaf_weight=3.6212966227903953 140.59350929094944 3.6364606693387023 leaf_count=38 2362 47 internal_value=0 0.00173901 internal_weight=0 144.23 internal_count=2447 2409 is_linear=0 shrinkage=0.0204111 Tree=3336 num_leaves=4 num_cat=0 split_feature=4 402 14 split_gain=5.82258 6.5259 0.590052 threshold=0.50657000000000008 0.086350000000000024 -0.46596499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048666656903118683 0.0074664793193742179 -0.019956559562388673 0.020990908339193683 leaf_weight=130.39581357897259 2.0502370684407651 7.4779833052889435 5.0458748603705308 leaf_count=2066 26 268 101 internal_value=0 -0.00155801 0.0172601 internal_weight=0 137.874 7.09611 internal_count=2461 2334 127 is_linear=0 shrinkage=0.0204111 Tree=3337 num_leaves=3 num_cat=0 split_feature=31 44 split_gain=5.15776 5.01809 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023205713473340515 -0.00030660265940954802 -0.02221525134561543 leaf_weight=3.6570246007759115 142.76700152287958 4.380732085555791 leaf_count=73 2384 47 internal_value=0 -0.00097524 internal_weight=0 147.148 internal_count=2504 2431 is_linear=0 shrinkage=0.0204111 Tree=3338 num_leaves=4 num_cat=0 split_feature=1 3 1 split_gain=5.55918 9.76305 6.07431 threshold=1.0000000180025095e-35 0.10812000000000001 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018833523710184082 0.00062127528678145949 0.00032480215311790628 4.710890181898535e-05 leaf_weight=36.66274917309056 2.9245474813505998 6.9775692075490943 106.79671708971728 leaf_count=1271 24 18 1183 internal_value=0 -0.000105669 6.30307e-05 internal_weight=0 43.6403 109.721 internal_count=2496 1289 1207 is_linear=0 shrinkage=0.000400217 Tree=3339 num_leaves=3 num_cat=0 split_feature=156 2 split_gain=5.51722 5.6956 threshold=0.11896500000000002 0.097940000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.6778435975905798e-05 -0.00059966492786810339 9.1256196571611211e-05 leaf_weight=83.539745544287143 2.3681369910482308 64.731075562420301 leaf_count=1692 71 694 internal_value=0 2.23206e-06 internal_weight=0 148.271 internal_count=2457 2386 is_linear=0 shrinkage=0.000400217 Tree=3340 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=5.43353 6.57475 threshold=-0.094929999999999987 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021055965743058402 -0.0012809357540841415 0.010745183365092975 leaf_weight=4.7213741736486545 121.72675827986677 21.289586850907654 leaf_count=46 2269 170 internal_value=0 0.000516292 internal_weight=0 143.016 internal_count=2485 2439 is_linear=0 shrinkage=0.0200109 Tree=3341 num_leaves=4 num_cat=0 split_feature=52 1373 4 split_gain=7.28389 6.0143 2.78693 threshold=-0.24861499999999997 0.092985000000000012 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021326348496750271 0.0020570785879232617 -0.028668951554714547 0.0055354149593308238 leaf_weight=7.9713220571866241 137.55339230157551 2.4874317413195959 1.862837918102741 leaf_count=288 2159 24 8 internal_value=0 0.00148885 -0.016233 internal_weight=0 140.041 9.83416 internal_count=2479 2183 296 is_linear=0 shrinkage=0.0200109 Tree=3342 num_leaves=4 num_cat=0 split_feature=457 39 15 split_gain=6.6235 6.35912 6.2201 threshold=0.080930000000000016 0.0095750000000000019 -0.040504999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0057609078006017e-05 0.00031724322618444827 0.00016304117737324708 -8.480253769953261e-05 leaf_weight=105.50747519379365 17.608012808952484 20.488989422796294 9.3904092055745405 leaf_count=2057 106 237 101 internal_value=0 -4.04163e-05 0.000177634 internal_weight=0 125.996 26.9984 internal_count=2501 2294 207 is_linear=0 shrinkage=0.000400217 Tree=3343 num_leaves=4 num_cat=0 split_feature=1 52 48 split_gain=6.57723 6.3282 4.82516 threshold=0.12541500000000003 -0.11813499999999998 0.10358500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014899640185435941 0.019843791595556427 -0.00052610798397106115 -0.0027444736255617915 leaf_weight=14.215365384472532 10.481985787861051 116.81606478735921 6.2334642801433793 leaf_count=387 172 1858 51 internal_value=0 -0.00209686 0.011458 internal_weight=0 131.031 16.7155 internal_count=2468 2245 223 is_linear=0 shrinkage=0.0204111 Tree=3344 num_leaves=4 num_cat=0 split_feature=3 31 0 split_gain=5.79884 5.46855 3.32957 threshold=0.14121000000000003 -1.0000000180025095e-35 -0.11749 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045409009394750818 -2.3429989294492598e-05 -3.6081750109949261e-05 0.0003774161780361822 leaf_weight=3.6394446664489797 5.0007566541898987 129.41764295569737 9.6854986511170846 leaf_count=63 70 2291 72 internal_value=0 -2.23038e-05 0.000241781 internal_weight=0 133.057 14.6863 internal_count=2496 2354 142 is_linear=0 shrinkage=0.000400217 Tree=3345 num_leaves=4 num_cat=0 split_feature=14 13 14 split_gain=5.06099 5.21516 0.558519 threshold=0.062655000000000016 -0.084024999999999975 0.093890000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0072827306185835067 -0.013996654973980211 -0.0013741099173604538 -0.030812306862781514 leaf_weight=40.132917990937131 2.1056155408732589 103.59893303495483 1.7576919603161512 leaf_count=698 52 1699 31 internal_value=0 0.00104685 -0.0222997 internal_weight=0 143.732 3.86331 internal_count=2480 2397 83 is_linear=0 shrinkage=0.0204111 Tree=3346 num_leaves=4 num_cat=0 split_feature=1429 131 484 split_gain=6.74003 5.13099 0.354082 threshold=-1.0000000180025095e-35 0.092225000000000015 0.088765000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020320567903567743 0.0024064166222125759 -0.012013751977156 -0.036728030617612858 leaf_weight=2.4537963609327558 136.29559249599697 10.541630896856075 1.0605741723557001 leaf_count=107 2087 267 18 internal_value=0 0.00136281 -0.0262532 internal_weight=0 146.837 3.51437 internal_count=2479 2354 125 is_linear=0 shrinkage=0.0200109 Tree=3347 num_leaves=3 num_cat=0 split_feature=1375 15 split_gain=7.12443 7.41844 threshold=-0.097394999999999982 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049828212060350912 4.4503236027467059e-05 -0.00025050189154223791 leaf_weight=4.3983981152996412 126.34279839828378 15.19447884018882 leaf_count=58 1566 828 internal_value=0 1.26605e-05 internal_weight=0 141.537 internal_count=2452 2394 is_linear=0 shrinkage=0.000400217 Tree=3348 num_leaves=4 num_cat=0 split_feature=0 15 15 split_gain=7.95837 10.3938 8.85009 threshold=-0.10674499999999999 -0.095804999999999987 -0.23488499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2278985761985006e-05 0.00027666418879706515 0.00023846473125581304 -0.00012431573625995744 leaf_weight=25.048942966619506 9.8548696483485383 38.479925537714735 76.595654556556838 leaf_count=205 148 253 1850 internal_value=0 0.000108122 -7.83076e-05 internal_weight=0 63.5289 86.4505 internal_count=2456 458 1998 is_linear=0 shrinkage=0.000400217 Tree=3349 num_leaves=4 num_cat=0 split_feature=457 132 1 split_gain=7.8362 6.92496 6.6433 threshold=0.069910000000000014 0.081465000000000024 0.088975000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9839610325520137e-05 -5.8237115078720192e-05 0.00021414359749440896 0.00036298774231193046 leaf_weight=111.85510793855065 9.4759714277461189 15.570171825122086 16.095648781396449 leaf_count=2051 95 241 106 internal_value=0 -3.4982e-05 0.000207323 internal_weight=0 127.425 25.5716 internal_count=2493 2292 201 is_linear=0 shrinkage=0.000400217 Tree=3350 num_leaves=4 num_cat=0 split_feature=1 48 2 split_gain=6.07743 6.79868 2.52816 threshold=0.12258000000000001 0.12879500000000002 0.14285500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2459524436952234e-05 8.6511552591198655e-05 -0.00057237774833509322 0.00038664098463559956 leaf_weight=123.28987446930842 13.690422715386378 3.7412211191840461 6.6497530606575301 leaf_count=2177 142 30 92 internal_value=0 -4.88508e-05 0.000186212 internal_weight=0 127.031 20.3402 internal_count=2441 2207 234 is_linear=0 shrinkage=0.000400217 Tree=3351 num_leaves=4 num_cat=0 split_feature=131 484 15 split_gain=7.12555 5.49422 2.76479 threshold=0.092225000000000015 -0.0068949999999999992 -0.18239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012610243039196535 0.01260789689943227 0.0030225232179916903 -0.022115522013702663 leaf_weight=9.9980758359306474 1.0265234084799884 127.500691365276 7.1292352880118397 leaf_count=361 38 1823 229 internal_value=0 0.00187647 -0.0176335 internal_weight=0 137.499 8.15576 internal_count=2451 2184 267 is_linear=0 shrinkage=0.0204111 Tree=3352 num_leaves=4 num_cat=0 split_feature=4 43 1 split_gain=6.9689 6.15729 0.401531 threshold=0.50657000000000008 -0.074254999999999988 0.10808500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2158478110865265e-05 0.00016091277478583597 -8.6525160152384629e-05 0.00041030265846940582 leaf_weight=55.586657238542102 1.478813812136649 91.667122724145884 6.2096481919288635 leaf_count=939 7 1414 130 internal_value=0 -2.28349e-05 0.000365333 internal_weight=0 147.254 7.68846 internal_count=2490 2353 137 is_linear=0 shrinkage=0.000400217 Tree=3353 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=6.22704 8.33284 0.747188 threshold=-0.49367499999999992 -0.020899999999999998 -0.020389999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049487601366714836 -3.957754037348787e-05 0.0002199348188628886 -0.00023699182274927304 leaf_weight=3.5345699414610863 114.943424647965 23.830635060090572 4.3757960433140388 leaf_count=60 2146 172 62 internal_value=0 5.12796e-06 -0.00035752 internal_weight=0 138.774 7.91037 internal_count=2440 2318 122 is_linear=0 shrinkage=0.000400217 Tree=3354 num_leaves=3 num_cat=0 split_feature=1456 484 split_gain=7.16906 5.21888 threshold=-1.0000000180025095e-35 0.044540000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043834665160216035 -2.026143708699379e-05 0.0001782168149877648 leaf_weight=5.7210034815361714 122.96458910233923 25.529514855123125 leaf_count=226 2004 258 internal_value=0 1.39701e-05 internal_weight=0 148.494 internal_count=2488 2262 is_linear=0 shrinkage=0.000400217 Tree=3355 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=6.51119 7.36703 7.04667 threshold=0.040165000000000006 -0.17157499999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026675915781055416 0.00013143318721523374 -0.00015515942656958755 1.2127112562340311e-05 leaf_weight=25.295328716747463 19.944512045825832 50.622615292959381 55.328020244720392 leaf_count=243 162 1657 424 internal_value=0 -7.40794e-05 9.22763e-05 internal_weight=0 70.5671 80.6233 internal_count=2486 1819 667 is_linear=0 shrinkage=0.000400217 Tree=3356 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=4.81055 5.91206 threshold=-1.0000000180025095e-35 0.097940000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023244002280968533 -0.0047667809939525062 0.0035695034044314206 leaf_weight=3.4019600006286046 76.892217186599737 65.560093797044829 leaf_count=69 1612 770 internal_value=0 -0.000930425 internal_weight=0 142.452 internal_count=2451 2382 is_linear=0 shrinkage=0.0204111 Tree=3357 num_leaves=3 num_cat=0 split_feature=1374 1456 split_gain=5.64965 4.77119 threshold=0.08926000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017103267944898932 -0.021626368834307987 0.0014650891020523739 leaf_weight=5.9085797378211273 4.7822305215522638 135.88780571203097 leaf_count=240 52 2154 internal_value=0 0.000678471 internal_weight=0 141.796 internal_count=2446 2394 is_linear=0 shrinkage=0.0204111 Tree=3358 num_leaves=4 num_cat=0 split_feature=42 43 0 split_gain=5.99934 7.36662 6.25484 threshold=-1.0000000180025095e-35 -0.51412499999999983 -0.016664999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015172686334845666 0.029465896813078252 0.00092488337958800929 0.01053390652248778 leaf_weight=17.13631060443004 3.6230825008824459 119.24750227722689 4.7709006499499074 leaf_count=648 17 1773 29 internal_value=0 0.00179253 -0.00954927 internal_weight=0 122.871 21.9072 internal_count=2467 1790 677 is_linear=0 shrinkage=0.0200109 Tree=3359 num_leaves=4 num_cat=0 split_feature=41 157 15 split_gain=5.58783 6.03329 1.37268 threshold=0.083035000000000012 -0.084489999999999996 -0.13783499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016676757273757233 -0.0049180825217401318 0.0024230783922070272 -0.022478297795280884 leaf_weight=6.5785391521058036 2.8339334763586521 131.18176998395938 4.5409018211066714 leaf_count=193 27 2187 59 internal_value=0 0.00149819 -0.0159049 internal_weight=0 137.76 7.37484 internal_count=2466 2380 86 is_linear=0 shrinkage=0.0196185 Tree=3360 num_leaves=3 num_cat=0 split_feature=453 2 split_gain=5.2028 5.61929 threshold=0.10218000000000001 0.097940000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0032404136803026095 -0.029064955447964714 0.0051037756258693178 leaf_weight=75.063664473796962 2.4152861926704636 60.721148622513283 leaf_count=1694 16 745 internal_value=0 0.000492127 internal_weight=0 135.785 internal_count=2455 2439 is_linear=0 shrinkage=0.0204111 Tree=3361 num_leaves=4 num_cat=0 split_feature=12 16 474 split_gain=5.02858 11.6951 6.12585 threshold=0.084045000000000022 -0.15552499999999997 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3697344276768138e-05 0.00018145568168995792 -0.00019025904440744313 0.00032721330774930474 leaf_weight=79.495094111305661 19.843553068465553 42.212914887524676 13.188935456564648 leaf_count=717 161 1495 108 internal_value=0 -7.12846e-05 7.58091e-05 internal_weight=0 62.0565 92.684 internal_count=2481 1656 825 is_linear=0 shrinkage=0.000400217 Tree=3362 num_leaves=4 num_cat=0 split_feature=156 50 475 split_gain=5.13232 5.09552 0.920618 threshold=0.11896500000000002 0.11720500000000002 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059930710765817435 -0.015016016909260183 -0.016661426310151457 -0.040931490383002297 leaf_weight=133.9828564999334 1.3080758454743775 7.1052717731799921 1.1914182631298889 leaf_count=2267 48 152 34 internal_value=0 -0.000282475 -0.0285943 internal_weight=0 141.088 2.49949 internal_count=2501 2419 82 is_linear=0 shrinkage=0.0200109 Tree=3363 num_leaves=4 num_cat=0 split_feature=128 52 52 split_gain=5.42799 5.51938 1.39162 threshold=0.085185000000000025 -0.42985499999999993 -0.14750499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041469756776684754 2.5607467187640578e-05 2.2215539279919572e-05 -0.00052051502589659849 leaf_weight=4.675729123177006 0.90578228025697161 141.59196211802191 3.9029868169454849 leaf_count=198 28 2089 149 internal_value=0 7.94224e-06 -0.000419405 internal_weight=0 146.268 4.80877 internal_count=2464 2287 177 is_linear=0 shrinkage=0.000400217 Tree=3364 num_leaves=4 num_cat=0 split_feature=42 124 2 split_gain=7.06707 6.91463 4.9668 threshold=-1.0000000180025095e-35 -0.027784999999999997 0.096540000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018487173488136652 0.018624565164208955 0.00069186203859426831 0.00060917663897070405 leaf_weight=12.956694965425415 9.6134209360461664 113.6600382241013 10.01621587158297 leaf_count=501 150 1647 184 internal_value=0 0.00210597 -0.0101986 internal_weight=0 123.273 22.9729 internal_count=2482 1797 685 is_linear=0 shrinkage=0.0204111 Tree=3365 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=7.21162 6.50769 4.22553 threshold=0.081365000000000007 -0.12077499999999998 0.49041500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025154968382234261 -0.00043436013474209873 1.5563738012513894e-05 8.6794911391847729e-05 leaf_weight=22.230555279180408 7.9687165748327953 115.47090117816697 3.5556826181709766 leaf_count=137 114 2190 22 internal_value=0 5.38348e-05 -0.000274278 internal_weight=0 137.701 11.5244 internal_count=2463 2327 136 is_linear=0 shrinkage=0.000400217 Tree=3366 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=5.51983 14.0641 6.53458 threshold=0.077765000000000015 -0.029219999999999999 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3749290592377976e-05 9.8751317859737843e-05 -0.00039687019967388215 -0.00012674817269466162 leaf_weight=25.368524900259217 79.214268132345751 18.115655718196649 27.690442486898974 leaf_count=688 906 595 251 internal_value=0 -0.000128673 4.0271e-05 internal_weight=0 43.4842 106.905 internal_count=2440 1283 1157 is_linear=0 shrinkage=0.000400217 Tree=3367 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=5.51664 5.71008 threshold=-0.51498499999999992 0.14391000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041300403834175909 4.1594530003380385e-05 -0.00040521054327907324 leaf_weight=4.5877254247898227 143.9903648228501 4.6203224959317586 leaf_count=188 2030 254 internal_value=0 2.74087e-05 internal_weight=0 148.611 internal_count=2472 2284 is_linear=0 shrinkage=0.000400217 Tree=3368 num_leaves=4 num_cat=0 split_feature=4 1365 12 split_gain=7.98985 5.48882 2.548 threshold=-0.49367499999999992 0.084635000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00076125545744045299 0.0016755907647294881 -0.022779015624206925 -0.025464174138758774 leaf_weight=2.3754856344312429 135.21811108119437 3.823163987370207 6.4587424360215646 leaf_count=17 2331 48 112 internal_value=0 0.000985384 -0.0189143 internal_weight=0 139.041 8.83423 internal_count=2508 2379 129 is_linear=0 shrinkage=0.0204111 Tree=3369 num_leaves=3 num_cat=0 split_feature=39 159 split_gain=5.03748 5.41433 threshold=0.15619500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014791628109839512 0.025465280936358855 0.00046561412177059414 leaf_weight=10.355899075133491 3.0294876927509895 130.33295329235261 leaf_count=378 21 2033 internal_value=0 -0.000668319 internal_weight=0 140.689 internal_count=2432 2411 is_linear=0 shrinkage=0.0204111 Tree=3370 num_leaves=4 num_cat=0 split_feature=15 4 46 split_gain=6.1294 7.54288 5.62547 threshold=0.084050000000000014 0.18599000000000002 0.081930000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019388378923932725 -0.018845290070127373 0.01563879204277684 -0.024210912425070879 leaf_weight=123.52507417395827 13.148628447088415 3.2094290275126687 3.4133370816707602 leaf_count=1572 833 15 40 internal_value=0 -0.0120192 0.00121496 internal_weight=0 16.3581 126.938 internal_count=2460 848 1612 is_linear=0 shrinkage=0.0204111 Tree=3371 num_leaves=4 num_cat=0 split_feature=1456 2 2 split_gain=5.36576 5.2392 3.07841 threshold=-1.0000000180025095e-35 -0.58149499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023557127159198919 -0.11022476567654792 0.0020200469311734458 -0.022233694154046652 leaf_weight=0.59419721364974964 0.061517974361776306 144.87769461754942 5.5306319147348395 leaf_count=1 2 2213 235 internal_value=0 0.00188736 -0.0174482 internal_weight=0 144.939 6.12483 internal_count=2451 2215 236 is_linear=0 shrinkage=0.0204111 Tree=3372 num_leaves=3 num_cat=0 split_feature=39 52 split_gain=4.91301 7.21271 threshold=0.16946000000000003 -0.11408499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013320177532256852 0.025684284391251113 0.00036958287111769466 leaf_weight=18.280343448655913 2.7367806863039723 125.00010665861191 leaf_count=431 16 2019 internal_value=0 -0.00138605 internal_weight=0 143.28 internal_count=2466 2450 is_linear=0 shrinkage=0.0204111 Tree=3373 num_leaves=4 num_cat=0 split_feature=1213 43 157 split_gain=6.16898 5.57549 3.44828 threshold=-1.0000000180025095e-35 -0.074459999999999985 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021075670846094869 0.0066030491040716703 -0.0021154612550949407 -0.023508177134490084 leaf_weight=0.72798260673880566 47.020342868287116 86.800015848566545 6.244149581907549 leaf_count=6 876 1192 368 internal_value=0 0.000950913 -0.0185935 internal_weight=0 133.82 6.97213 internal_count=2442 2068 374 is_linear=0 shrinkage=0.0204111 Tree=3374 num_leaves=4 num_cat=0 split_feature=124 151 42 split_gain=6.22385 6.32527 3.04247 threshold=-0.043384999999999993 -0.27336999999999995 -0.088814999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015655263079760061 -0.00057817689932893317 -4.5835646367476501e-05 0.00027421401077059422 leaf_weight=3.1481528691947487 3.5711974748410276 123.50816839776235 14.018754894961601 leaf_count=25 54 2197 185 internal_value=0 -6.12914e-05 0.000194715 internal_weight=0 127.079 17.1669 internal_count=2461 2251 210 is_linear=0 shrinkage=0.000400217 Tree=3375 num_leaves=4 num_cat=0 split_feature=1213 403 16 split_gain=5.29025 4.92003 1.82702 threshold=-0.080769999999999995 -0.088654999999999984 -0.52595999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003647105959786362 -0.00032342996733062513 4.9286832414412792e-05 -0.00046850753205654325 leaf_weight=0.38416540622711171 5.7971339729847378 142.38338139775442 4.2891147350892416 leaf_count=1 282 1940 257 internal_value=0 3.44722e-05 -0.000393082 internal_weight=0 148.181 4.67328 internal_count=2480 2222 258 is_linear=0 shrinkage=0.000400217 Tree=3376 num_leaves=4 num_cat=0 split_feature=41 483 4 split_gain=5.39898 5.59854 0.76589 threshold=0.083035000000000012 0.098395000000000024 0.25539000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1123967363832809e-05 -0.00045557754102401674 -0.00042149523327858669 -0.00018223712878626103 leaf_weight=137.30461595731322 3.6660232117865226 4.2102760023553847 3.3364217169582844 leaf_count=2252 56 123 28 internal_value=0 2.7038e-05 -0.000330258 internal_weight=0 141.515 7.00244 internal_count=2459 2375 84 is_linear=0 shrinkage=0.000400217 Tree=3377 num_leaves=4 num_cat=0 split_feature=1 43 47 split_gain=5.25225 7.9407 4.67937 threshold=0.098950000000000024 -0.51412499999999983 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040735765577496922 0.00015835611285704618 -9.8503258812585975e-05 -7.5450346516974827e-05 leaf_weight=5.169371085939928 41.895132669946179 84.90668916591676 20.27299488009885 leaf_count=35 492 1771 163 internal_value=0 -6.90027e-05 8.21134e-05 internal_weight=0 90.0761 62.1681 internal_count=2461 1806 655 is_linear=0 shrinkage=0.000400217 Tree=3378 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=7.62375 9.86615 7.46663 threshold=0.094435000000000005 0.0060650000000000009 -0.41417999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017865298754009588 -0.00039039230066708925 0.00011770170072107622 0.00013024619008546686 leaf_weight=53.846089464524994 4.6015606364235273 26.902241727162618 69.850167392287403 leaf_count=1365 90 367 668 internal_value=0 -7.98927e-05 9.75297e-05 internal_weight=0 80.7483 74.4517 internal_count=2490 1732 758 is_linear=0 shrinkage=0.000400217 Tree=3379 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=6.23609 6.56976 threshold=-0.42985499999999993 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041796785466648758 -5.2388873432420486e-05 0.00011899620441027023 leaf_weight=5.0726912928512311 75.526172679412412 67.963623754214495 leaf_count=221 1592 630 internal_value=0 2.88168e-05 internal_weight=0 143.49 internal_count=2443 2222 is_linear=0 shrinkage=0.000400217 Tree=3380 num_leaves=4 num_cat=0 split_feature=3 43 0 split_gain=5.51086 5.72977 2.26744 threshold=0.14363500000000004 -0.069999999999999993 -0.11749 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039289319125813179 0.00040950022558542592 -0.0047836151270083272 0.018645898776380218 leaf_weight=52.64354906900553 4.221027538413181 77.758801013609627 8.6050338922068459 leaf_count=1026 66 1275 69 internal_value=0 -0.001266 0.0126998 internal_weight=0 130.402 12.8261 internal_count=2436 2301 135 is_linear=0 shrinkage=0.0204111 Tree=3381 num_leaves=4 num_cat=0 split_feature=403 1456 15 split_gain=5.2118 5.0162 0.587122 threshold=-0.092224999999999988 1.0000000180025095e-35 -0.14719999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0634820113973973e-05 3.205278488882218e-05 -0.00038256921093274184 -0.00042534752866025459 leaf_weight=0.54439909197390068 135.92569609096972 4.7282509343349366 4.78158789302688 leaf_count=16 1957 200 282 internal_value=0 1.78216e-05 -0.000381482 internal_weight=0 140.654 5.32599 internal_count=2455 2157 298 is_linear=0 shrinkage=0.000400217 Tree=3382 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=5.14921 5.66176 threshold=-0.43150999999999995 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027441207938750066 -0.00088991582205113974 0.010401364191871687 leaf_weight=2.6182583952322593 119.35748561815126 21.780105924699455 leaf_count=14 2282 191 internal_value=0 0.000859399 internal_weight=0 141.138 internal_count=2487 2473 is_linear=0 shrinkage=0.0204111 Tree=3383 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=4.7433 12.155 8.94325 threshold=-0.13314999999999996 -0.075969999999999996 0.11926500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0087936448587356848 -0.011465175540771295 0.0034446846226074811 -0.017848996486795825 leaf_weight=43.647139588487335 36.343965975567698 60.62465212578536 5.8588220262899986 leaf_count=312 1319 798 35 internal_value=0 -0.00215033 0.00560744 internal_weight=0 96.9686 49.506 internal_count=2464 2117 347 is_linear=0 shrinkage=0.0204111 Tree=3384 num_leaves=4 num_cat=0 split_feature=156 50 157 split_gain=5.37603 4.87834 0.611405 threshold=0.11896500000000002 0.10114000000000002 -0.0091799999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024146312707949008 -0.016041180802460184 -0.011666270761461905 -0.039798682219475925 leaf_weight=131.84930616494967 1.0804840861819687 11.002945541637017 1.1727220081957046 leaf_count=2112 31 313 45 internal_value=0 0.00132179 -0.0297049 internal_weight=0 142.852 2.25321 internal_count=2501 2425 76 is_linear=0 shrinkage=0.0204111 Tree=3385 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=6.33837 8.85852 8.20055 threshold=-0.074459999999999985 -0.00051499999999999994 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037597386913687818 -0.017323275638292952 0.00032642793153498111 0.015624393621351167 leaf_weight=31.102095849812031 13.752733552129937 81.393551022803877 23.255210674833506 leaf_count=700 609 912 271 internal_value=0 -0.00224208 0.00648737 internal_weight=0 95.1463 54.3573 internal_count=2492 1521 971 is_linear=0 shrinkage=0.0204111 Tree=3386 num_leaves=4 num_cat=0 split_feature=1 148 160 split_gain=6.26339 7.41592 2.72002 threshold=0.12394500000000001 -0.084449999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052293956999432273 9.7952600083889955e-06 1.8944515901656647e-05 0.00035706291706903985 leaf_weight=4.0647066263481966 5.0973721498157856 128.43638144768192 12.346062331460415 leaf_count=50 66 2190 163 internal_value=0 1.89376e-06 0.000256293 internal_weight=0 132.501 17.4434 internal_count=2469 2240 229 is_linear=0 shrinkage=0.000400217 Tree=3387 num_leaves=4 num_cat=0 split_feature=124 133 123 split_gain=5.54014 6.03763 2.27651 threshold=-0.043384999999999993 0.066685000000000008 0.088610000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011031439692020084 -6.4865628437102649e-06 -0.00026364274634069028 0.00043678845954025992 leaf_weight=12.169785277917983 115.77234386609052 16.627325417211978 4.7136482344940296 leaf_count=143 1541 718 61 internal_value=0 -3.89768e-05 0.000203739 internal_weight=0 132.4 16.8834 internal_count=2463 2259 204 is_linear=0 shrinkage=0.000400217 Tree=3388 num_leaves=4 num_cat=0 split_feature=15 2 15 split_gain=6.14702 6.20774 6.08807 threshold=0.084050000000000014 -0.58149499999999998 0.65680000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.12875770360045374 -0.015162106975852872 0.0017998036963947292 0.040732406363793987 leaf_weight=0.039947412908076241 14.247092208621321 135.11814402297023 0.75435474002733904 leaf_count=1 832 1646 3 internal_value=0 0.00165467 -0.0120705 internal_weight=0 135.158 15.0014 internal_count=2482 1647 835 is_linear=0 shrinkage=0.0204111 Tree=3389 num_leaves=4 num_cat=0 split_feature=128 133 2 split_gain=5.72633 6.03966 0.944875 threshold=0.085185000000000025 -0.26719999999999994 0.10855000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.028055746718754319 -0.026828051347271748 0.0020014744405542971 -0.0053800388523370752 leaf_weight=2.729309234477113 3.394532560138031 141.49147459227243 1.2191288088797589 leaf_count=104 142 2204 28 internal_value=0 0.00141133 -0.0214223 internal_weight=0 144.221 4.61366 internal_count=2478 2308 170 is_linear=0 shrinkage=0.0204111 Tree=3390 num_leaves=4 num_cat=0 split_feature=1213 43 13 split_gain=7.01403 7.16884 1.69139 threshold=-1.0000000180025095e-35 -0.51412499999999983 -0.10800499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.5686719907167388e-05 0.00049665890273746147 5.5493857418155746e-06 -0.00045201394073556326 leaf_weight=1.9557636734098194 4.8229730313178143 135.03592985923751 6.3493929292308149 leaf_count=14 30 2035 370 internal_value=0 2.28688e-05 -0.000353296 internal_weight=0 139.859 8.30516 internal_count=2449 2065 384 is_linear=0 shrinkage=0.000400217 Tree=3391 num_leaves=4 num_cat=0 split_feature=13 13 160 split_gain=5.62747 6.56565 6.52955 threshold=-0.084024999999999975 -0.062574999999999978 -0.082024999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013388029630061854 -0.016189215122692547 -0.00020441206818784817 0.010227740296859574 leaf_weight=5.573540204379241 11.96242399085895 94.433543709514197 34.698231941496488 leaf_count=202 470 1297 526 internal_value=0 -0.00201676 0.0069313 internal_weight=0 106.396 40.2718 internal_count=2495 1767 728 is_linear=0 shrinkage=0.0204111 Tree=3392 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=4.71206 5.12746 threshold=-0.52082499999999987 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026850788541188924 -0.00044170052052998522 0.010372917239004777 leaf_weight=2.4337630796944714 123.10640664302628 21.333047122927383 leaf_count=38 2187 260 internal_value=0 0.00116237 internal_weight=0 144.439 internal_count=2485 2447 is_linear=0 shrinkage=0.0204111 Tree=3393 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=5.47099 5.38744 threshold=0.11704000000000002 0.084905000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019218069473993906 -0.031000137379203003 -0.012972185164813032 leaf_weight=128.64112021913752 2.1860061269253483 10.869242370448772 leaf_count=2178 14 257 internal_value=0 0.000751945 internal_weight=0 139.51 internal_count=2449 2435 is_linear=0 shrinkage=0.0204111 Tree=3394 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=7.23664 9.06535 7.14718 threshold=0.089840000000000017 0.027340000000000003 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012862691190060619 -0.01714950756697018 0.0033843866224127482 0.0044875021216942632 leaf_weight=37.650249823665945 6.8515012625139198 22.972895332612097 73.526172131183557 leaf_count=1229 112 320 782 internal_value=0 -0.00671104 0.00262184 internal_weight=0 60.6231 80.3777 internal_count=2443 1549 894 is_linear=0 shrinkage=0.0204111 Tree=3395 num_leaves=3 num_cat=0 split_feature=1444 52 split_gain=4.92896 5.4962 threshold=-0.083894999999999983 0.18897000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.030907895465796243 0.00051191174602392242 -0.015841324623909362 leaf_weight=1.9956856641219918 133.66072178541799 9.0359185001580027 leaf_count=34 2213 266 internal_value=0 -0.000535226 internal_weight=0 142.697 internal_count=2513 2479 is_linear=0 shrinkage=0.0204111 Tree=3396 num_leaves=4 num_cat=0 split_feature=42 43 133 split_gain=5.12109 6.65079 3.57144 threshold=-0.108275 -0.51412499999999983 -0.077194999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0095601184662516287 0.028369070727939514 0.0011441774422132681 -0.02434609428422874 leaf_weight=1.6482689452241173 3.7322350023314348 136.29471415953594 5.1516865791054434 leaf_count=28 23 2292 123 internal_value=0 0.00189191 -0.0161057 internal_weight=0 140.027 6.79996 internal_count=2466 2315 151 is_linear=0 shrinkage=0.0204111 Tree=3397 num_leaves=4 num_cat=0 split_feature=4 480 13 split_gain=5.68449 5.5605 0.0584548 threshold=0.51087000000000005 0.08598500000000002 -0.089954999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2015228046748017e-06 0.00027332671772108157 -0.0004759085121374539 0.00041267644915642533 leaf_weight=136.75221748690819 1.721411886392161 3.9757566036132621 4.2749087577685705 leaf_count=2146 43 169 66 internal_value=0 -1.59521e-05 0.000378416 internal_weight=0 140.728 5.99632 internal_count=2424 2315 109 is_linear=0 shrinkage=0.000400217 Tree=3398 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=4.76896 5.31206 threshold=-0.51498499999999992 -0.0029549999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02091438376837125 -0.00068438454478414467 0.0094601413441108111 leaf_weight=4.0851777752977787 118.48655596427852 26.157748815370724 leaf_count=178 2109 194 internal_value=0 0.00115607 internal_weight=0 144.644 internal_count=2481 2303 is_linear=0 shrinkage=0.0204111 Tree=3399 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=4.88894 5.16875 threshold=-0.51498499999999992 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041246935448620173 -0.00032074536869000267 3.8128402099357796e-05 leaf_weight=4.1726922860834739 6.6322520040848749 137.28913701660349 leaf_count=175 321 1953 internal_value=0 2.13541e-05 internal_weight=0 143.921 internal_count=2449 2274 is_linear=0 shrinkage=0.000400217 Tree=3400 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=7.0851 8.51071 7.02478 threshold=1.0000000180025095e-35 -0.20282499999999995 -0.083954999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.2957421464656713e-05 -0.00028676277928591144 8.8306864295713359e-05 -0.0002679396785003886 leaf_weight=15.271175480069358 10.631718613440169 98.935514064738527 26.157089613610879 leaf_count=249 157 1068 1015 internal_value=0 5.16569e-05 -0.000142421 internal_weight=0 109.567 41.4283 internal_count=2489 1225 1264 is_linear=0 shrinkage=0.000400217 Tree=3401 num_leaves=3 num_cat=0 split_feature=39 16 split_gain=5.07805 6.90506 threshold=0.16946000000000003 0.26746000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013636041926536483 0.02506167373899194 -0.015820448847331029 leaf_weight=124.85199269896839 2.999627540819346 12.310114712454377 leaf_count=2149 20 288 internal_value=0 -0.00130748 internal_weight=0 137.162 internal_count=2457 2437 is_linear=0 shrinkage=0.0204111 Tree=3402 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=5.34822 6.2094 threshold=0.15561000000000003 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.4881835809270339e-06 0.0003917672424810436 -0.00053409614910899616 leaf_weight=135.33239873958519 5.4599189416039726 3.3924830476753405 leaf_count=2295 81 81 internal_value=0 -8.12731e-06 internal_weight=0 138.725 internal_count=2457 2376 is_linear=0 shrinkage=0.000400217 Tree=3403 num_leaves=4 num_cat=0 split_feature=1 38 16 split_gain=5.7998 5.45421 0.794222 threshold=0.13849500000000003 1.0000000180025095e-35 -0.059624999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014979745531031857 0.023353840833934172 -0.024453467140395802 0.010167433060122568 leaf_weight=132.44853258281364 3.9346396669279784 3.8501457374077281 4.1769143878482264 leaf_count=2299 75 40 39 internal_value=0 -0.000855832 0.0167946 internal_weight=0 136.299 8.11155 internal_count=2453 2339 114 is_linear=0 shrinkage=0.0204111 Tree=3404 num_leaves=4 num_cat=0 split_feature=3 3 16 split_gain=6.13491 5.19166 1.03806 threshold=0.18307500000000002 0.095980000000000024 -0.063949999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019908329402992561 0.024509181602719417 -0.008373902308453543 0.0082267458664017686 leaf_weight=108.18771173388814 4.8234872198663652 24.619383905897848 2.6723258863203219 leaf_count=2144 85 155 29 internal_value=0 6.40137e-05 0.0189109 internal_weight=0 132.807 7.49581 internal_count=2413 2299 114 is_linear=0 shrinkage=0.0204111 Tree=3405 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=5.18381 5.62485 threshold=-1.0000000180025095e-35 -0.59414999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023018024775620791 -0.12394458177395537 -0.0016612521077813351 leaf_weight=3.4839312627445898 0.044943694025277092 142.16283162610489 leaf_count=78 1 2392 internal_value=0 -0.00179738 internal_weight=0 142.208 internal_count=2471 2393 is_linear=0 shrinkage=0.0204111 Tree=3406 num_leaves=4 num_cat=0 split_feature=0 15 1 split_gain=5.66495 10.1745 5.73698 threshold=-0.0029549999999999997 -1.0000000180025095e-35 0.091615000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015802112823545448 0.00050341984040281446 -6.7803793709536412e-06 1.8054801121175854e-05 leaf_weight=53.409377628297079 8.4151948643848318 23.544253613334149 66.380776036763564 leaf_count=1524 79 193 672 internal_value=0 0.000128848 -6.05243e-05 internal_weight=0 31.9594 119.79 internal_count=2468 272 2196 is_linear=0 shrinkage=0.000400217 Tree=3407 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=5.9718 6.71112 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041599331306892509 0.0012432675735309655 7.4461927027087954e-06 leaf_weight=5.2667260611196971 0.59537125146016379 142.82141284266254 leaf_count=239 2 2217 internal_value=0 1.35424e-05 internal_weight=0 143.417 internal_count=2458 2219 is_linear=0 shrinkage=0.000400217 Tree=3408 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=7.92574 7.20501 threshold=-0.40306999999999998 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042512095648016463 -2.7947065230355222e-06 0.00036614440100772979 leaf_weight=6.5768247380037783 133.46989666917943 8.9414956076070649 leaf_count=265 2063 139 internal_value=0 2.06391e-05 internal_weight=0 142.411 internal_count=2467 2202 is_linear=0 shrinkage=0.000400217 Tree=3409 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=7.03223 8.13716 7.71703 threshold=1.0000000180025095e-35 0.0060650000000000009 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027704940165928252 0.00013394859753306632 9.7725843043075308e-05 -0.00010959204224219339 leaf_weight=22.737515478365822 83.871311804745346 15.548261345247736 27.624344766139984 leaf_count=1009 951 252 249 internal_value=0 -0.000125008 7.35592e-05 internal_weight=0 38.2858 111.496 internal_count=2461 1261 1200 is_linear=0 shrinkage=0.000400217 Tree=3410 num_leaves=3 num_cat=0 split_feature=151 51 split_gain=5.34308 5.12648 threshold=-0.52082499999999987 -0.40274499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054832279321907621 -0.00046522234960843286 1.8047306655118804e-05 leaf_weight=2.7224108015652737 3.4909798718872471 145.38654391226009 leaf_count=37 93 2340 internal_value=0 6.37417e-06 internal_weight=0 148.878 internal_count=2470 2433 is_linear=0 shrinkage=0.000400217 Tree=3411 num_leaves=4 num_cat=0 split_feature=1 16 14 split_gain=7.0145 12.875 5.207 threshold=1.0000000180025095e-35 0.0060650000000000009 0.076175000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032798345204344473 7.864518699724438e-05 0.00011106962434415151 -0.00039729965543617766 leaf_weight=23.525527344434522 103.33169286837801 19.463333480467554 3.707791017368435 leaf_count=972 1115 283 75 internal_value=0 -0.000129429 6.17608e-05 internal_weight=0 42.9889 107.039 internal_count=2445 1255 1190 is_linear=0 shrinkage=0.000400217 Tree=3412 num_leaves=4 num_cat=0 split_feature=13 0 2 split_gain=5.08451 5.46324 1.3448 threshold=-0.24588999999999997 -0.10364499999999999 0.098240000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3997699673016695e-05 8.0890328066820258e-05 -8.2954334115558211e-05 0.00032183129914789565 leaf_weight=3.5771003616973749 56.420454759616405 76.882476197148208 9.6929375957697612 leaf_count=37 388 1949 102 internal_value=0 -1.35974e-05 0.000245176 internal_weight=0 133.303 13.27 internal_count=2476 2337 139 is_linear=0 shrinkage=0.000400217 Tree=3413 num_leaves=4 num_cat=0 split_feature=15 457 43 split_gain=5.84599 6.22664 4.91225 threshold=0.035895000000000003 -0.14786499999999997 0.18141000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014017381363153807 0.02874606437718057 -0.013904073995662845 -0.021084823983243201 leaf_weight=113.72263673879206 1.4308169395662869 20.106864853936713 4.084639766952022 leaf_count=1425 4 922 94 internal_value=0 -0.0109367 0.000602799 internal_weight=0 21.5377 117.807 internal_count=2445 926 1519 is_linear=0 shrinkage=0.0204111 Tree=3414 num_leaves=4 num_cat=0 split_feature=457 484 1 split_gain=4.99178 6.42206 6.00498 threshold=0.080930000000000016 -1.0000000180025095e-35 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016541920225913685 -0.005340337101389211 0.00059520304079961747 0.015687978307611688 leaf_weight=9.8028889812412654 8.2123144520446676 112.18839179392671 17.751536764437333 leaf_count=381 89 1869 118 internal_value=0 -0.000795796 0.00904239 internal_weight=0 121.991 25.9639 internal_count=2457 2250 207 is_linear=0 shrinkage=0.0204111 Tree=3415 num_leaves=4 num_cat=0 split_feature=147 3 52 split_gain=5.80503 6.91302 3.78458 threshold=0.08598500000000002 0.18307500000000002 -0.0059799999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5633004685041156e-05 -5.4823017648013008e-05 0.00040481936009309792 0.00036688962813825361 leaf_weight=127.07640145800542 4.8621395803056648 5.8640815871767691 11.086702010594307 leaf_count=2244 64 89 70 internal_value=0 -1.58801e-05 0.000238841 internal_weight=0 132.94 15.9488 internal_count=2467 2333 134 is_linear=0 shrinkage=0.000400217 Tree=3416 num_leaves=4 num_cat=0 split_feature=15 156 50 split_gain=5.18967 7.4297 3.9006 threshold=-0.30407999999999996 0.091255000000000017 0.10616500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017431126187919841 -0.00062244417372859845 -0.020688808456528374 -0.0083099318210769057 leaf_weight=10.300664624664931 125.82031598736648 8.0760294817155209 3.1335902209393671 leaf_count=160 2104 177 21 internal_value=0 -0.00184903 0.0114079 internal_weight=0 133.896 13.4343 internal_count=2462 2281 181 is_linear=0 shrinkage=0.0204111 Tree=3417 num_leaves=4 num_cat=0 split_feature=155 1 0 split_gain=5.39585 5.58035 0.269703 threshold=0.083985000000000018 0.077765000000000015 -0.21407999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.006030735877665977 -0.031323440512526966 0.0029388695215520895 -0.017921904977220217 leaf_weight=40.657679219264537 1.1096228165552018 99.115145850228146 3.5304435100406399 leaf_count=1221 9 1078 157 internal_value=0 0.000327016 -0.0217893 internal_weight=0 139.773 4.64007 internal_count=2465 2299 166 is_linear=0 shrinkage=0.0204111 Tree=3418 num_leaves=3 num_cat=0 split_feature=1456 457 split_gain=5.801 5.19883 threshold=-1.0000000180025095e-35 0.51326000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022108679337618949 0.00078766355100162407 -0.02944581331512134 leaf_weight=4.8930938987468826 135.6842046646052 2.29964980110526 leaf_count=233 2267 15 internal_value=0 0.000260324 internal_weight=0 137.984 internal_count=2515 2282 is_linear=0 shrinkage=0.0204111 Tree=3419 num_leaves=4 num_cat=0 split_feature=4 1429 13 split_gain=5.05619 5.18734 0.070532 threshold=0.51167000000000018 -1.0000000180025095e-35 -0.091254999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026560797175273747 0.012874828734211127 -0.00079493234828993415 0.020690848359933185 leaf_weight=3.2240442926122332 1.4570987231563775 134.97815875074593 3.769179231952875 leaf_count=124 45 2207 72 internal_value=0 -0.00141703 0.0188275 internal_weight=0 138.202 5.22628 internal_count=2448 2331 117 is_linear=0 shrinkage=0.0204111 Tree=3420 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=5.99119 10.2308 5.74896 threshold=0.099195000000000019 -0.060094999999999989 0.089990000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018411586580009665 0.00017515664008173557 0.00010719634618861833 -7.2292229743299843e-05 leaf_weight=57.844089904014254 37.186723484657705 28.869279977167025 25.115967812249437 leaf_count=1628 433 208 218 internal_value=0 -8.71168e-05 7.54523e-05 internal_weight=0 86.7134 62.3027 internal_count=2487 1836 651 is_linear=0 shrinkage=0.000400217 Tree=3421 num_leaves=4 num_cat=0 split_feature=456 1373 150 split_gain=5.68982 5.75774 2.63555 threshold=0.087015000000000023 0.099250000000000019 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00090684030878191834 -0.026488808880178044 -0.030817818359372418 0.00080653628655106961 leaf_weight=132.5236018182477 4.879897143226116 2.3150217453949145 2.0819386867806315 leaf_count=2303 106 19 40 internal_value=0 0.000337047 -0.0184426 internal_weight=0 134.839 6.96184 internal_count=2468 2322 146 is_linear=0 shrinkage=0.0204111 Tree=3422 num_leaves=3 num_cat=0 split_feature=1456 1365 split_gain=5.83209 5.40182 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022125569551369427 0.0020197469298945006 -0.022526252549896372 leaf_weight=4.4433097732544402 135.44304441235727 3.7294022783171377 leaf_count=221 2191 46 internal_value=0 0.00134441 internal_weight=0 139.172 internal_count=2458 2237 is_linear=0 shrinkage=0.0204111 Tree=3423 num_leaves=4 num_cat=0 split_feature=13 15 0 split_gain=5.26251 5.21495 1.55372 threshold=-0.24588999999999997 0.084050000000000014 -0.11524 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014624512398134009 0.00065438809350708532 -0.012254525395723906 0.01709313445636685 leaf_weight=3.705276016611605 115.19474162405822 14.588481628539737 9.3863105869386327 leaf_count=61 1517 821 71 internal_value=0 -0.00080597 0.0127191 internal_weight=0 129.783 13.0916 internal_count=2470 2338 132 is_linear=0 shrinkage=0.0204111 Tree=3424 num_leaves=4 num_cat=0 split_feature=403 52 12 split_gain=5.15805 4.89594 0.433588 threshold=0.090880000000000016 -0.51498499999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0209699383588598 -0.0047639730545856584 0.0020858669933759518 -0.023336269843819153 leaf_weight=3.8356638696859582 0.68273481377400447 137.54232711167424 3.7444995527330311 leaf_count=172 16 2131 181 internal_value=0 0.00144425 -0.0206604 internal_weight=0 141.378 4.42723 internal_count=2500 2303 197 is_linear=0 shrinkage=0.0204111 Tree=3425 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=5.20747 8.17653 threshold=-0.14941999999999997 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019545596098716131 -0.018775579008308015 0.00077255738474454156 leaf_weight=5.4700092626735559 9.4524997960543242 131.06020058479044 leaf_count=31 167 2278 internal_value=0 -0.000556377 internal_weight=0 140.513 internal_count=2476 2445 is_linear=0 shrinkage=0.0204111 Tree=3426 num_leaves=3 num_cat=0 split_feature=1373 1456 split_gain=5.42362 5.42647 threshold=0.09586500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014331017284109121 -0.030044408785781483 -0.020376544487285306 leaf_weight=137.61909902238403 2.3223720621317616 4.8108535328647113 leaf_count=2234 23 220 internal_value=0 0.00068101 internal_weight=0 142.43 internal_count=2477 2454 is_linear=0 shrinkage=0.0204111 Tree=3427 num_leaves=4 num_cat=0 split_feature=39 13 133 split_gain=5.65723 6.32646 3.75578 threshold=0.0095750000000000019 -0.10939499999999998 0.085090000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015507691581019962 6.940553598928837e-05 -6.9070644335709978e-05 0.00038773497929383638 leaf_weight=25.203290475183167 17.030029362766076 99.13313532306347 9.05456929001957 leaf_count=207 160 1967 126 internal_value=0 -2.35368e-05 0.00018109 internal_weight=0 124.336 26.0846 internal_count=2460 2174 286 is_linear=0 shrinkage=0.000400217 Tree=3428 num_leaves=4 num_cat=0 split_feature=128 1429 2 split_gain=6.01836 5.82013 1.1149 threshold=0.085185000000000025 -1.0000000180025095e-35 0.096325000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022666101247243223 -0.026664283620121836 0.0034451589483064575 -0.0023585238012778457 leaf_weight=3.5379170711385077 3.3710041331360108 140.6985158631287 1.0453366491128688 leaf_count=124 140 2190 32 internal_value=0 0.0027876 -0.0211117 internal_weight=0 144.236 4.41634 internal_count=2486 2314 172 is_linear=0 shrinkage=0.0204111 Tree=3429 num_leaves=3 num_cat=0 split_feature=1373 150 split_gain=5.36468 5.91494 threshold=0.09586500000000002 0.081245000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.6559348354953862e-05 -0.00058156320854556136 0.00016151259600581756 leaf_weight=108.79028179513989 2.3046144619584075 35.412222774815746 leaf_count=2124 21 330 internal_value=0 1.97155e-05 internal_weight=0 144.203 internal_count=2475 2454 is_linear=0 shrinkage=0.000400217 Tree=3430 num_leaves=4 num_cat=0 split_feature=1 3 1375 split_gain=6.35861 7.96267 6.0196 threshold=1.0000000180025095e-35 0.10812000000000001 0.089295000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019391808793031479 8.2027631233011464e-05 0.00028182751780715296 -0.00045043964995704935 leaf_weight=35.121438754198607 106.90029410202987 6.6057140678167334 3.4021841883659354 leaf_count=1242 1171 19 24 internal_value=0 -0.000118051 6.5164e-05 internal_weight=0 41.7272 110.302 internal_count=2456 1261 1195 is_linear=0 shrinkage=0.000400217 Tree=3431 num_leaves=4 num_cat=0 split_feature=133 52 12 split_gain=5.26517 4.43497 0.462576 threshold=-0.26719999999999994 -0.51498499999999992 -0.063054999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0083529283776697539 -0.020775179396743837 0.0017069311822206232 -0.028072804656768088 leaf_weight=0.75125574693083796 3.6398202339769332 142.78834809371619 2.6565719452046315 leaf_count=12 174 2183 136 internal_value=0 0.00113264 -0.0241296 internal_weight=0 146.428 3.40783 internal_count=2505 2357 148 is_linear=0 shrinkage=0.0204111 Tree=3432 num_leaves=4 num_cat=0 split_feature=1 42 16 split_gain=6.35974 9.39788 2.74128 threshold=0.11588000000000001 0.091315000000000021 -0.06421499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1419189527356232e-05 0.00030339837983276325 -0.00031609228495385968 5.6312143288818689e-05 leaf_weight=105.71144011287834 13.953700843499975 16.06862585619092 14.845955531112848 leaf_count=1692 183 458 145 internal_value=0 -3.20459e-05 0.000176739 internal_weight=0 121.78 28.7997 internal_count=2478 2150 328 is_linear=0 shrinkage=0.000400217 Tree=3433 num_leaves=4 num_cat=0 split_feature=4 454 48 split_gain=5.69955 6.71363 6.38656 threshold=0.27626000000000001 1.0000000180025095e-35 0.12230500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2004793765301638e-05 0.00021710044962186987 0.00035756716649973028 -0.00035648751709709692 leaf_weight=113.27237401649472 22.039471139898527 5.4735345691442481 3.5136102680116883 leaf_count=2165 262 29 19 internal_value=0 -7.09647e-05 0.00013702 internal_weight=0 118.746 25.5531 internal_count=2475 2194 281 is_linear=0 shrinkage=0.000400217 Tree=3434 num_leaves=4 num_cat=0 split_feature=14 44 51 split_gain=5.8859 6.00395 0.222288 threshold=0.076175000000000007 1.0000000180025095e-35 -0.034734999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018393822865835174 -0.032261806371456335 -0.023409431265755617 -0.018770494683978487 leaf_weight=133.33887361560483 1.5197550719603898 3.9307369422167531 1.8942127944901574 leaf_count=2303 26 48 52 internal_value=0 0.00109789 -0.02561 internal_weight=0 137.27 3.41397 internal_count=2429 2351 78 is_linear=0 shrinkage=0.0204111 Tree=3435 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=6.35331 12.1441 10.0299 threshold=1.0000000180025095e-35 -0.083954999999999988 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012135004828145716 0.00012275938806343098 -0.0003165911025239943 -0.00016238125195167772 leaf_weight=17.463955396262463 80.202964096562937 23.923863051255466 26.101518590236083 leaf_count=267 953 1019 249 internal_value=0 -0.000131969 5.26501e-05 internal_weight=0 41.3878 106.304 internal_count=2488 1286 1202 is_linear=0 shrinkage=0.000400217 Tree=3436 num_leaves=4 num_cat=0 split_feature=1 159 47 split_gain=7.13164 8.70105 6.26418 threshold=0.10114000000000002 0.091305000000000011 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0538526665453033e-05 0.00022249346076680724 -0.00045921367748945932 -6.7130633491661014e-05 leaf_weight=80.934329047740903 38.765846930909902 7.459321206319145 17.214789235498756 leaf_count=1661 450 167 138 internal_value=0 -4.89342e-05 0.000133474 internal_weight=0 88.3937 55.9806 internal_count=2416 1828 588 is_linear=0 shrinkage=0.000400217 Tree=3437 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=6.39292 8.42372 3.97857 threshold=0.0095750000000000019 -0.24588999999999997 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028958159491007142 -6.8786071570418349e-05 -6.4713522584048899e-05 0.00030279369703815602 leaf_weight=11.747433103155343 6.3688942949520451 114.78556185058551 16.314312015194446 leaf_count=108 49 2125 226 internal_value=0 -3.15935e-05 0.000198638 internal_weight=0 126.533 22.6832 internal_count=2508 2233 275 is_linear=0 shrinkage=0.000400217 Tree=3438 num_leaves=4 num_cat=0 split_feature=1 51 4 split_gain=4.37195 6.76786 5.38772 threshold=0.093260000000000023 0.089530000000000012 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023148860946211299 -0.008312738186928988 -0.026656526416441562 0.0057443215356084024 leaf_weight=68.259705664881039 13.965075962827539 5.0061803897260679 58.863908222177997 leaf_count=1537 245 179 566 internal_value=0 -0.00401626 0.00304023 internal_weight=0 73.2659 72.829 internal_count=2527 1716 811 is_linear=0 shrinkage=0.0204111 Tree=3439 num_leaves=4 num_cat=0 split_feature=480 1212 52 split_gain=4.83727 4.39357 0.460931 threshold=0.08598500000000002 -1.0000000180025095e-35 0.070205000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021613035667321968 -0.024523152448006017 0.0015515880295696686 -0.0081786021907614189 leaf_weight=3.3854022037121458 3.2206386186880982 138.57714620590559 1.108213438245002 leaf_count=182 128 2148 53 internal_value=0 0.00098258 -0.0206506 internal_weight=0 141.963 4.32885 internal_count=2511 2330 181 is_linear=0 shrinkage=0.0204111 Tree=3440 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=4.85375 4.65057 threshold=-1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022967166383436662 -0.016429870206337096 -0.00046478343261043724 leaf_weight=3.3781255055218926 7.9678045986220232 128.53814682376105 leaf_count=69 119 2269 internal_value=0 -0.00140936 internal_weight=0 136.506 internal_count=2457 2388 is_linear=0 shrinkage=0.0204111 Tree=3441 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=7.11653 11.9189 8.21029 threshold=0.093260000000000023 -0.060094999999999989 -0.035849999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021230125335411048 -0.00019894533759155873 0.00012222853498806117 0.00015518710938740304 leaf_weight=46.660064882395091 12.808564662700517 26.761707173660398 55.744363895384595 leaf_count=1511 233 191 530 internal_value=0 -9.03671e-05 8.88038e-05 internal_weight=0 73.4218 68.5529 internal_count=2465 1702 763 is_linear=0 shrinkage=0.000400217 Tree=3442 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=7.68858 12.079 6.7192 threshold=1.0000000180025095e-35 -0.084074999999999997 0.085505000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041786885585930363 0.00010627326337544759 2.5761515592930336e-05 -0.00012966543713786323 leaf_weight=16.472988687892212 80.466688993154094 24.10908390278928 25.333280593389645 leaf_count=659 949 643 247 internal_value=0 -0.00015497 4.97016e-05 internal_weight=0 40.5821 105.8 internal_count=2498 1302 1196 is_linear=0 shrinkage=0.000400217 Tree=3443 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=5.51345 9.24053 5.11962 threshold=0.084045000000000022 -0.51412499999999983 -0.11612499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015960893141105367 0.031260659839333391 -0.0062563669270868563 0.0050205225593878081 leaf_weight=5.0434430962195611 2.7691271835938087 54.462337320379447 81.388729113095906 leaf_count=50 25 1655 767 internal_value=0 -0.00438362 0.00377716 internal_weight=0 57.2315 86.4322 internal_count=2497 1680 817 is_linear=0 shrinkage=0.0204111 Tree=3444 num_leaves=4 num_cat=0 split_feature=12 43 0 split_gain=8.0245 6.18262 5.6772 threshold=0.040165000000000006 -0.048759999999999991 -0.060094999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013475016297499745 -0.0099036717530182686 0.0005018948251962307 0.0027571578346721223 leaf_weight=21.681315867928788 42.212528252508491 51.431496982113458 22.589678616728634 leaf_count=221 1561 396 251 internal_value=0 0.00436374 -0.00549304 internal_weight=0 73.1128 64.8022 internal_count=2429 617 1812 is_linear=0 shrinkage=0.0204111 Tree=3445 num_leaves=3 num_cat=0 split_feature=151 42 split_gain=5.00724 4.85898 threshold=-0.28286499999999998 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022690099291135857 -0.035340852853052232 0.0015969815981157133 leaf_weight=3.6346142671536645 1.3874580357223738 142.08950134270708 leaf_count=55 8 2434 internal_value=0 0.0012125 internal_weight=0 143.477 internal_count=2497 2442 is_linear=0 shrinkage=0.0204111 Tree=3446 num_leaves=4 num_cat=0 split_feature=130 14 0 split_gain=6.19412 6.20848 0.527627 threshold=1.0000000180025095e-35 0.076175000000000007 -0.0042749999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011507126431636841 -0.018467353307446539 -0.026975961328865247 -0.038303264250456562 leaf_weight=130.01511142257368 4.6117021592217498 3.2418237972306079 0.69786807335913081 leaf_count=2046 307 70 6 internal_value=0 0.000444385 -0.0218117 internal_weight=0 133.257 5.30957 internal_count=2429 2116 313 is_linear=0 shrinkage=0.0204111 Tree=3447 num_leaves=3 num_cat=0 split_feature=8 484 split_gain=5.32223 5.91845 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030503813717330341 0.00035409570352367559 -1.7341338252472143e-07 leaf_weight=10.954807591246206 6.1121156890876582 130.17789260321297 leaf_count=400 50 2022 internal_value=0 -2.40603e-05 internal_weight=0 141.133 internal_count=2472 2422 is_linear=0 shrinkage=0.000400217 Tree=3448 num_leaves=4 num_cat=0 split_feature=1 47 52 split_gain=5.53218 7.3833 1.7817 threshold=0.13849500000000003 0.11893500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026298195567809679 0.0055431578000949165 -0.021402208927527311 0.024377965156427973 leaf_weight=127.17426259678905 4.0687537689227611 7.1655370254302388 4.3883840029593539 leaf_count=2288 47 77 71 internal_value=0 -0.00140741 0.0155073 internal_weight=0 134.34 8.45714 internal_count=2483 2365 118 is_linear=0 shrinkage=0.0204111 Tree=3449 num_leaves=3 num_cat=0 split_feature=48 133 split_gain=5.53916 8.12451 threshold=0.12879500000000002 0.099280000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.3135812420133919e-05 -0.00031390976515683787 -0.00036561592861487474 leaf_weight=131.59358602197608 8.3806396410800499 8.1666579554730543 leaf_count=2020 70 373 internal_value=0 1.89775e-05 internal_weight=0 139.76 internal_count=2463 2393 is_linear=0 shrinkage=0.000400217 Tree=3450 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=5.36402 5.90573 threshold=1.0000000180025095e-35 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013703045020154542 -0.02161235330375998 -0.00021183191184374152 leaf_weight=14.025147867272606 4.3201199932955197 125.59424007139751 leaf_count=182 47 2243 internal_value=0 0.00119582 internal_weight=0 139.619 internal_count=2472 2425 is_linear=0 shrinkage=0.0204111 Tree=3451 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=6.62373 7.88677 threshold=1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023234222058039999 -0.025375608089225832 0.024354819060706853 leaf_weight=130.77316115683061 3.8872889056801787 5.7895722144749007 leaf_count=2319 43 98 internal_value=0 0.00127413 internal_weight=0 136.563 internal_count=2460 2417 is_linear=0 shrinkage=0.0204111 Tree=3452 num_leaves=4 num_cat=0 split_feature=160 12 52 split_gain=5.10769 5.21614 0.0793294 threshold=-0.40446999999999994 0.11610500000000001 0.2800700000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012367859262466106 0.0014234797360571214 -0.018587692641928139 -0.023218643565667038 leaf_weight=0.7754788069287305 125.91493288232596 5.559030527365393 3.5744803056586534 leaf_count=54 2115 109 142 internal_value=0 0.000562263 -0.0216431 internal_weight=0 131.474 4.34996 internal_count=2420 2224 196 is_linear=0 shrinkage=0.0204111 Tree=3453 num_leaves=4 num_cat=0 split_feature=1456 42 13 split_gain=5.13041 5.21687 0.535671 threshold=1.0000000180025095e-35 -0.108275 -0.0058249999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017641929948495939 -0.0099614094979026385 0.0012049365536735347 -0.025840247142067826 leaf_weight=6.3056287272775071 1.4894448160775935 131.30838334502187 3.1965058660716741 leaf_count=136 172 2131 55 internal_value=0 0.000327712 -0.0211434 internal_weight=0 137.614 4.68595 internal_count=2494 2267 227 is_linear=0 shrinkage=0.0204111 Tree=3454 num_leaves=3 num_cat=0 split_feature=453 150 split_gain=5.31959 7.56952 threshold=0.10218000000000001 -0.099594999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021400618746365316 -0.029775351754856141 -0.00075770210725187152 leaf_weight=6.6257892875000826 2.3842570036649695 137.31449632957811 leaf_count=36 15 2455 internal_value=0 0.00027812 internal_weight=0 143.94 internal_count=2506 2491 is_linear=0 shrinkage=0.0204111 Tree=3455 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=4.61901 4.6895 threshold=-1.0000000180025095e-35 -0.10939499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044914549621003717 0.00013046120913888377 -5.0272627448989042e-05 leaf_weight=3.40694253030233 28.486095640109852 117.28343897077139 leaf_count=72 242 2189 internal_value=0 -1.48808e-05 internal_weight=0 145.77 internal_count=2503 2431 is_linear=0 shrinkage=0.000400217 Tree=3456 num_leaves=4 num_cat=0 split_feature=1 14 16 split_gain=6.28086 6.89597 0.524928 threshold=0.13849500000000003 0.076175000000000007 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0205135950703951e-06 0.00045487241510531269 -0.00058006657022549514 0.00022398684173923018 leaf_weight=131.1892704742786 4.1108600704465061 3.3156396328704423 3.162967105396091 leaf_count=2280 79 76 34 internal_value=0 -1.96665e-05 0.000359391 internal_weight=0 134.505 7.27383 internal_count=2469 2356 113 is_linear=0 shrinkage=0.000400217 Tree=3457 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=8.22728 9.214 5.33295 threshold=0.094090000000000021 -0.014034999999999997 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024450901220841355 -0.00011976520353973466 3.4420577755112753e-05 0.00015798992383340331 leaf_weight=32.43329661412281 13.56578996661119 45.418082317220978 58.460237011197023 leaf_count=1049 215 652 549 internal_value=0 -8.19672e-05 0.000105571 internal_weight=0 77.8514 72.026 internal_count=2465 1701 764 is_linear=0 shrinkage=0.000400217 Tree=3458 num_leaves=3 num_cat=0 split_feature=48 51 split_gain=5.69635 8.06132 threshold=0.12879500000000002 0.13691500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.5250590375055093e-05 -0.00032485039782266523 -0.00057842751001098327 leaf_weight=132.87668286447297 8.0454704535659385 3.4074835588107808 leaf_count=2332 67 74 internal_value=0 1.94447e-05 internal_weight=0 136.284 internal_count=2473 2406 is_linear=0 shrinkage=0.000400217 Tree=3459 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=5.16028 7.52679 5.7859 threshold=0.094435000000000005 0.10812000000000001 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001223711044621046 -0.00017251003662612673 0.00031338867628236084 0.00012184290471873502 leaf_weight=68.627400608820608 12.998475468019022 6.8879923280328503 58.146828092401847 leaf_count=1708 199 22 528 internal_value=0 -8.2219e-05 6.78771e-05 internal_weight=0 75.5154 71.1453 internal_count=2457 1730 727 is_linear=0 shrinkage=0.000400217 Tree=3460 num_leaves=4 num_cat=0 split_feature=4 150 151 split_gain=5.58206 6.10617 4.00121 threshold=0.27626000000000001 -0.084634999999999988 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013110704735320642 -0.0081357033478809994 -0.0037519429859825849 0.013348628564492022 leaf_weight=9.620605140924452 4.4909994173795011 110.99254626090988 17.069003909127787 leaf_count=73 31 2148 228 internal_value=0 -0.002396 0.00885448 internal_weight=0 120.613 21.56 internal_count=2480 2221 259 is_linear=0 shrinkage=0.0204111 Tree=3461 num_leaves=4 num_cat=0 split_feature=484 1 13 split_gain=4.83638 6.86472 3.86608 threshold=0.072260000000000005 0.094405000000000003 -0.057284999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012068045895232924 -9.6609165080303454e-05 6.796364594837282e-05 0.00026594142182062699 leaf_weight=59.524890727014281 6.3005538368597653 64.011871990398504 18.005792035459308 leaf_count=1524 185 679 120 internal_value=0 -2.29595e-05 0.000171951 internal_weight=0 123.537 24.3063 internal_count=2508 2203 305 is_linear=0 shrinkage=0.000400217 Tree=3462 num_leaves=4 num_cat=0 split_feature=2 48 1 split_gain=4.97746 6.27745 0.792604 threshold=0.14753000000000002 0.12879500000000002 0.12419000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072337989892068237 0.0046984731399550683 -0.021048014766526853 0.01928318415470235 leaf_weight=128.5902455834439 2.2875934634357682 6.5474346966948351 5.3818536417093128 leaf_count=2327 31 48 82 internal_value=0 -0.00172472 0.0150632 internal_weight=0 135.138 7.66945 internal_count=2488 2375 113 is_linear=0 shrinkage=0.0204111 Tree=3463 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=6.51307 8.08905 7.34451 threshold=0.10044000000000002 -0.23078999999999997 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036885030027169319 0.0002156185941637408 -8.898201473820604e-05 -8.0019480413562007e-05 leaf_weight=6.5848768367432049 40.222476090537384 80.437265708838822 20.12816495494917 leaf_count=31 473 1834 161 internal_value=0 -5.39089e-05 0.000117052 internal_weight=0 87.0221 60.3506 internal_count=2499 1865 634 is_linear=0 shrinkage=0.000400217 Tree=3464 num_leaves=4 num_cat=0 split_feature=456 51 47 split_gain=6.15048 5.98242 1.78414 threshold=0.088355000000000003 -0.10593999999999999 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027411665494474886 -0.00017398818486197 4.7310673421699744e-05 -0.00059539609343799171 leaf_weight=9.8599303278315329 3.7202092951629302 132.696420526976 2.918750575510785 leaf_count=234 72 2125 29 internal_value=0 2.48814e-05 -0.000366058 internal_weight=0 142.556 6.63896 internal_count=2460 2359 101 is_linear=0 shrinkage=0.000400217 Tree=3465 num_leaves=4 num_cat=0 split_feature=14 483 3 split_gain=5.58433 4.78244 0.325138 threshold=0.076175000000000007 0.10297500000000001 -0.10919499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0801147567416679e-05 -0.00060296536447412429 -0.00044121168846127643 -0.00032566433765215394 leaf_weight=141.63549752428662 1.7442538174800577 3.411923350300639 2.0002025398425749 leaf_count=2280 53 96 27 internal_value=0 1.93663e-05 -0.000468594 internal_weight=0 145.047 3.74446 internal_count=2456 2376 80 is_linear=0 shrinkage=0.000400217 Tree=3466 num_leaves=4 num_cat=0 split_feature=2 1374 11 split_gain=6.33409 7.7867 7.64252 threshold=0.097940000000000013 -0.035729999999999991 0.089270000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065459430091211932 0.00011924180112366497 -5.5542751724091528e-05 -0.00046445928572116794 leaf_weight=3.5344389500096431 61.414343075681245 75.038535918894922 3.7064692482817909 leaf_count=38 707 1657 52 internal_value=0 -8.3383e-05 8.52792e-05 internal_weight=0 78.573 65.1208 internal_count=2454 1695 759 is_linear=0 shrinkage=0.000400217 Tree=3467 num_leaves=4 num_cat=0 split_feature=42 132 160 split_gain=5.45956 7.76508 5.48334 threshold=-0.0044549999999999998 0.081465000000000024 -0.091944999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033774654707396598 -0.00023658195873514415 0.00016033638383377663 5.6150745446109608e-05 leaf_weight=15.812202038796388 11.14243059477303 7.2366092945449045 114.80139346353826 leaf_count=548 301 135 1516 internal_value=0 -0.000181345 3.00651e-05 internal_weight=0 23.0488 125.944 internal_count=2500 683 1817 is_linear=0 shrinkage=0.000400217 Tree=3468 num_leaves=4 num_cat=0 split_feature=41 0 4 split_gain=5.33072 5.24074 0.463961 threshold=0.083035000000000012 -0.10674499999999999 0.10848500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013218101286982233 -0.00042646823687577241 -2.2297516747829138e-05 -0.00020310288416045425 leaf_weight=60.643666834104806 3.3520259915385386 83.485639966995222 3.2924029259011149 leaf_count=411 56 1989 29 internal_value=0 4.27528e-05 -0.000320988 internal_weight=0 144.129 6.64443 internal_count=2485 2400 85 is_linear=0 shrinkage=0.000400217 Tree=3469 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=4.61983 6.91737 threshold=0.16826500000000003 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.4070642533859906e-06 0.00040198742108008982 -0.00059268446437353778 leaf_weight=137.0237522223324 4.5016794647090128 3.0247435041237614 leaf_count=2294 60 80 internal_value=0 -5.03831e-06 internal_weight=0 140.048 internal_count=2434 2374 is_linear=0 shrinkage=0.000400217 Tree=3470 num_leaves=4 num_cat=0 split_feature=403 156 4 split_gain=5.25743 5.37039 3.10678 threshold=-0.092224999999999988 -1.0000000180025095e-35 0.40780000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004302914149176737 -0.00042394349747778746 6.7706744495957036e-05 0.00037881040112289032 leaf_weight=5.3113320623815516 3.5377448273939072 144.85509279710823 0.79544106125831593 leaf_count=286 140 2026 8 internal_value=0 5.56748e-05 -0.000319979 internal_weight=0 148.393 6.10677 internal_count=2460 2166 294 is_linear=0 shrinkage=0.000400217 Tree=3471 num_leaves=3 num_cat=0 split_feature=1375 0 split_gain=5.83742 6.19698 threshold=-0.43429999999999996 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.033084500388441157 0.0060612474505062604 -0.0026448494798599832 leaf_weight=2.0302635347470632 56.929355660104193 84.444202863465762 leaf_count=12 428 2021 internal_value=0 0.000863009 internal_weight=0 141.374 internal_count=2461 2449 is_linear=0 shrinkage=0.0204111 Tree=3472 num_leaves=3 num_cat=0 split_feature=156 133 split_gain=4.9825 4.95474 threshold=0.11896500000000002 0.099280000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021198404296892599 -0.02968182948998711 -0.01324418408505364 leaf_weight=132.59061113165808 2.1119545759866005 9.2502589756331854 leaf_count=2017 75 383 internal_value=0 0.00110821 internal_weight=0 141.841 internal_count=2475 2400 is_linear=0 shrinkage=0.0204111 Tree=3473 num_leaves=4 num_cat=0 split_feature=14 1373 2 split_gain=5.24972 5.45059 0.370294 threshold=0.076175000000000007 0.09586500000000002 0.087285000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011253876890612411 -0.03236671015635606 -0.029979274453931507 -0.016986685960188506 leaf_weight=134.8769940698694 1.4752084520878264 2.276666307821869 2.0788041385821998 leaf_count=2374 40 20 37 internal_value=0 0.000585036 -0.0241642 internal_weight=0 137.154 3.55401 internal_count=2471 2394 77 is_linear=0 shrinkage=0.0204111 Tree=3474 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.19154 5.25431 threshold=-0.52082499999999987 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026665081937579056 -0.00040433451089894469 0.010529074553746343 leaf_weight=2.7169221983058369 120.23974516114686 21.488426865194924 leaf_count=39 2200 244 internal_value=0 0.00126036 internal_weight=0 141.728 internal_count=2483 2444 is_linear=0 shrinkage=0.0204111 Tree=3475 num_leaves=4 num_cat=0 split_feature=0 3 1 split_gain=5.73137 11.4068 10.6154 threshold=-0.060644999999999991 0.076825000000000018 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029156217263443305 0.00023226367614238378 -0.00024427478410815986 2.5557833814677096e-05 leaf_weight=21.531815700960578 36.099273709114641 10.245017362758515 77.198586347745731 leaf_count=1130 365 104 872 internal_value=0 0.000126584 -4.38538e-05 internal_weight=0 46.3443 98.7304 internal_count=2471 469 2002 is_linear=0 shrinkage=0.000400217 Tree=3476 num_leaves=4 num_cat=0 split_feature=130 50 40 split_gain=5.72486 5.42297 1.7171 threshold=1.0000000180025095e-35 0.085685000000000011 -0.083394999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3874585281906137e-05 0.0001324382092536359 -0.00021017345238884269 -0.00044186598768117366 leaf_weight=128.32668028978514 0.9294508397579192 13.686309221840927 5.4187153035891233 leaf_count=1700 10 434 313 internal_value=0 2.82818e-05 -0.000356943 internal_weight=0 142.013 6.34817 internal_count=2457 2134 323 is_linear=0 shrinkage=0.000400217 Tree=3477 num_leaves=4 num_cat=0 split_feature=157 48 2 split_gain=6.55061 6.02912 1.40829 threshold=-0.083944999999999978 0.12879500000000002 0.10876500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02357551333563478 0.0027018902904555292 -0.017610477924582219 -0.001395405802289377 leaf_weight=5.2409466081880955 131.27253041832591 6.2726196874282314 1.553358119446784 leaf_count=174 2211 62 22 internal_value=0 0.00176199 -0.0186094 internal_weight=0 137.545 6.7943 internal_count=2469 2273 196 is_linear=0 shrinkage=0.0204111 Tree=3478 num_leaves=4 num_cat=0 split_feature=4 160 52 split_gain=5.34666 5.16191 1.68898 threshold=-0.49367499999999992 -0.40446999999999994 0.096380000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02086442684508558 -0.021439900196922664 0.0021192658838218199 -0.0009210440417756682 leaf_weight=6.0616627829149348 3.883479964133584 128.39414126469637 2.4947006832808256 leaf_count=115 181 2169 17 internal_value=0 0.00141006 -0.0151367 internal_weight=0 132.278 8.55636 internal_count=2482 2350 132 is_linear=0 shrinkage=0.0204111 Tree=3479 num_leaves=4 num_cat=0 split_feature=475 1213 1429 split_gain=5.59914 7.90999 2.13375 threshold=-0.08459499999999999 -1.0000000180025095e-35 0.086095000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052763912295386226 -0.00040353839429381195 3.8129460096871762e-05 -4.76513574686204e-05 leaf_weight=4.1838945930358014 6.7196218570752526 131.76180314377416 2.3025216362439096 leaf_count=124 372 1919 46 internal_value=0 1.63894e-05 -0.000360955 internal_weight=0 138.481 6.48642 internal_count=2461 2291 170 is_linear=0 shrinkage=0.000400217 Tree=3480 num_leaves=4 num_cat=0 split_feature=13 39 3 split_gain=4.90832 6.27081 3.39331 threshold=-0.10939499999999998 0.0095750000000000019 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013958556543243876 -7.5783173609812835e-05 0.00015999544218729759 0.00022293936294863506 leaf_weight=4.985994236078116 95.397992066893494 22.17426283378154 22.393058293499053 leaf_count=54 1977 252 193 internal_value=0 -3.12051e-05 0.00015662 internal_weight=0 117.572 27.3791 internal_count=2476 2229 247 is_linear=0 shrinkage=0.000400217 Tree=3481 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=7.90536 7.44348 6.90331 threshold=0.10098000000000001 -0.10939499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015552206134012705 0.00021724043308532371 -0.0001362495269435905 -7.5903903989229713e-05 leaf_weight=17.453540186048485 36.743781909346581 69.171389594994253 19.697859940119088 leaf_count=107 439 1724 165 internal_value=0 -7.73373e-05 0.000114987 internal_weight=0 86.6249 56.4416 internal_count=2435 1831 604 is_linear=0 shrinkage=0.000400217 Tree=3482 num_leaves=4 num_cat=0 split_feature=15 457 15 split_gain=6.65108 6.62121 6.34303 threshold=0.084050000000000014 -1.0000000180025095e-35 0.65680000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028056690458139731 -0.0003376436540958904 3.4812640416226721e-05 0.00078038025259384981 leaf_weight=11.632303673308341 14.180595497513419 115.66048907104414 0.75744336331263262 leaf_count=196 804 1442 3 internal_value=0 5.7713e-06 -0.000275569 internal_weight=0 127.293 14.938 internal_count=2445 1638 807 is_linear=0 shrinkage=0.000400217 Tree=3483 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=6.10756 5.34178 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022018225063700332 -0.0086083651582921725 0.0026512185818995341 leaf_weight=4.9145346511213566 20.676247661089292 112.7431984556315 leaf_count=231 631 1550 internal_value=0 0.000900546 internal_weight=0 133.419 internal_count=2412 2181 is_linear=0 shrinkage=0.0204111 Tree=3484 num_leaves=4 num_cat=0 split_feature=1 42 4 split_gain=6.77299 10.8434 8.43073 threshold=0.091785000000000019 0.087005000000000013 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0361465986587028e-05 -0.00033952219549604565 -0.00039731987567868704 0.0001224831239392374 leaf_weight=55.290557708009146 6.8497135150246313 14.568856504949506 69.639152593445033 leaf_count=1066 106 583 715 internal_value=0 -9.15665e-05 8.06739e-05 internal_weight=0 69.8594 76.4889 internal_count=2470 1649 821 is_linear=0 shrinkage=0.000400217 Tree=3485 num_leaves=3 num_cat=0 split_feature=2 12 split_gain=4.54096 5.36812 threshold=0.15561000000000003 0.11610500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025460213529164159 0.0188855175838928 -0.021132940982717029 leaf_weight=135.077790900541 4.8164249693509182 5.2212613989249794 leaf_count=2297 81 107 internal_value=0 -0.00104783 internal_weight=0 140.299 internal_count=2485 2404 is_linear=0 shrinkage=0.0204111 Tree=3486 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=5.61407 10.4627 6.6639 threshold=0.079890000000000017 0.10812000000000001 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013089108380228875 -0.0067512064502416513 0.02167618257437488 0.00014656388635127262 leaf_weight=23.106382803758606 59.504123999708099 5.8214537552557877 57.923379015526734 leaf_count=243 1768 22 440 internal_value=0 -0.00418516 0.00385022 internal_weight=0 65.3256 81.0298 internal_count=2473 1790 683 is_linear=0 shrinkage=0.0204111 Tree=3487 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=5.78728 6.9992 5.21756 threshold=0.080930000000000016 0.11588000000000001 0.083135000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014813629080429456 -0.00019963240716593404 9.0918648594140173e-05 0.00021935202772488684 leaf_weight=92.236346715624677 6.2658028537407544 24.826964116422459 18.792480811011046 leaf_count=1964 75 305 135 internal_value=0 -9.73987e-05 0.000114163 internal_weight=0 117.063 25.0583 internal_count=2479 2269 210 is_linear=0 shrinkage=0.000400217 Tree=3488 num_leaves=4 num_cat=0 split_feature=4 1374 1 split_gain=5.94603 6.23453 0.0961141 threshold=0.50657000000000008 0.08926000000000002 0.11203500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1876148618542458e-05 0.00024412489250945918 -0.00050314800419624212 0.00040922900749589225 leaf_weight=134.55097238146118 1.3450474906712759 3.7611031238920978 5.3499457663856447 leaf_count=2279 11 40 122 internal_value=0 -2.52449e-06 0.00038062 internal_weight=0 138.312 6.69499 internal_count=2452 2319 133 is_linear=0 shrinkage=0.000400217 Tree=3489 num_leaves=4 num_cat=0 split_feature=1213 130 4 split_gain=6.93751 5.36532 2.77509 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027279379066736048 2.713177889910633e-05 -0.00038381551422568858 -0.00046311783935367389 leaf_weight=0.85734126716852177 132.03175480733626 5.1807461528514969 6.7840263759717336 leaf_count=4 1847 241 389 internal_value=0 1.13153e-05 -0.000377803 internal_weight=0 137.213 7.64137 internal_count=2481 2088 393 is_linear=0 shrinkage=0.000400217 Tree=3490 num_leaves=3 num_cat=0 split_feature=1365 160 split_gain=5.8171 5.41473 threshold=1.0000000180025095e-35 -0.090969999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022569942838182293 -0.00047038293085575704 3.6434416065555094e-05 leaf_weight=13.830540723050943 4.0109838391654185 133.16339528633398 leaf_count=358 55 2113 internal_value=0 1.16174e-05 internal_weight=0 146.994 internal_count=2526 2471 is_linear=0 shrinkage=0.000400217 Tree=3491 num_leaves=4 num_cat=0 split_feature=43 3 3 split_gain=6.90332 8.62819 7.49918 threshold=-0.074459999999999985 -0.097754999999999995 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.2698489761348972e-05 0.00012331162007411992 -0.00016199860016760526 0.00025020867587954621 leaf_weight=31.010437124641612 22.68669258360751 66.551527610688936 25.371292380616069 leaf_count=706 194 1303 294 internal_value=0 -8.94016e-05 8.93419e-05 internal_weight=0 89.2382 56.3817 internal_count=2497 1497 1000 is_linear=0 shrinkage=0.000400217 Tree=3492 num_leaves=4 num_cat=0 split_feature=133 47 123 split_gain=5.07029 6.54209 5.33417 threshold=0.099280000000000021 0.086380000000000012 0.099780000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025391863378424629 -0.022745789971701881 -0.0088734116221225994 0.020136581861528297 leaf_weight=107.84741305955686 7.2046321744855941 25.845096152508631 1.3571368358097968 leaf_count=1808 364 271 21 internal_value=0 0.000327353 -0.0157763 internal_weight=0 133.693 8.56177 internal_count=2464 2079 385 is_linear=0 shrinkage=0.0204111 Tree=3493 num_leaves=4 num_cat=0 split_feature=1 454 42 split_gain=5.58721 7.50002 2.1684 threshold=0.11588000000000001 1.0000000180025095e-35 0.094935000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022044482340034628 0.0055029692990105688 0.022463796508297971 0.018237082646993523 leaf_weight=107.53090441075619 18.773300465894867 5.280193055048584 7.9112790450453749 leaf_count=2084 233 23 86 internal_value=0 -0.00102871 0.00933873 internal_weight=0 112.811 26.6846 internal_count=2426 2107 319 is_linear=0 shrinkage=0.0204111 Tree=3494 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=6.22824 7.23611 5.4089 threshold=0.080930000000000016 0.12258000000000001 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042967497830345112 -0.0047617140306796014 0.0096682817086182257 0.015446408863564826 leaf_weight=94.08510865207063 7.963439196348193 18.38406915217638 17.542629960691556 leaf_count=2000 87 223 124 internal_value=0 -0.0020067 0.00914384 internal_weight=0 112.469 25.5061 internal_count=2434 2223 211 is_linear=0 shrinkage=0.0204111 Tree=3495 num_leaves=4 num_cat=0 split_feature=4 44 52 split_gain=6.74726 7.40221 4.76197 threshold=-0.35011499999999995 1.0000000180025095e-35 0.09828000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02069388980143155 0.0017442844815020583 -0.030874710277768263 0.0019516058743212167 leaf_weight=10.977649901993574 116.70611906534759 2.8602338563650838 5.9135348852723828 leaf_count=148 2258 34 38 internal_value=0 0.000935826 -0.0128051 internal_weight=0 119.566 16.8912 internal_count=2478 2292 186 is_linear=0 shrinkage=0.0204111 Tree=3496 num_leaves=3 num_cat=0 split_feature=1365 133 split_gain=4.81665 4.687 threshold=0.08617000000000001 0.14391000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019133722112017497 -0.025616453006017791 -0.019830330736661864 leaf_weight=138.06428167739068 2.7204928162973365 4.1457839184731702 leaf_count=2209 34 239 internal_value=0 0.00126439 internal_weight=0 142.21 internal_count=2482 2448 is_linear=0 shrinkage=0.0204111 Tree=3497 num_leaves=4 num_cat=0 split_feature=123 133 42 split_gain=5.69065 6.16648 2.65663 threshold=1.0000000180025095e-35 0.10637000000000002 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2576690732531688e-05 -9.0261292716991347e-05 -0.00043442366879262211 0.00029770503265805621 leaf_weight=123.25566986890044 3.5329168811440494 5.7005334085843051 13.20098063838668 leaf_count=1951 22 320 180 internal_value=0 -3.15852e-05 0.000215741 internal_weight=0 128.956 16.7339 internal_count=2473 2271 202 is_linear=0 shrinkage=0.000400217 Tree=3498 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=7.93141 7.31061 6.45033 threshold=0.084045000000000022 -0.51412499999999983 0.095980000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013724040752168925 0.00058622494871461337 -0.00015334640631948097 -9.1295038518560004e-05 leaf_weight=60.65851046924945 2.1158763421699396 56.911623483581934 29.235567267984152 leaf_count=574 21 1624 248 internal_value=0 -0.000125776 6.28945e-05 internal_weight=0 59.0275 89.8941 internal_count=2467 1645 822 is_linear=0 shrinkage=0.000400217 Tree=3499 num_leaves=4 num_cat=0 split_feature=52 43 52 split_gain=5.39781 7.30837 4.15947 threshold=-0.046989999999999997 -0.51412499999999983 -0.54533999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020367948774590736 0.0222134418949115 -0.0052965468286705489 0.0055628587385261928 leaf_weight=2.6049060361692673 4.1199275720864525 82.436059782281518 51.166058715432882 leaf_count=118 28 1676 621 internal_value=0 -0.00396011 0.00426694 internal_weight=0 86.556 53.771 internal_count=2443 1704 739 is_linear=0 shrinkage=0.0204111 Tree=3500 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=4.87099 7.25053 threshold=0.12649500000000002 0.10114000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0024414832868188559 -0.014682954856879071 -0.01814713881315095 leaf_weight=125.98082850972423 8.3582261847914179 7.4413939094811203 leaf_count=2108 73 274 internal_value=0 0.00127893 internal_weight=0 133.422 internal_count=2455 2382 is_linear=0 shrinkage=0.0204111 Tree=3501 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=5.74087 11.2177 7.11761 threshold=1.0000000180025095e-35 -0.055219999999999998 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01734979700453914 0.0056374584463601482 0.0043808825761863781 -0.0073283889304135976 leaf_weight=19.697860533779021 77.323240555939265 19.704864825354889 22.737688502762467 leaf_count=1112 950 130 242 internal_value=0 -0.00650091 0.00268622 internal_weight=0 39.4027 100.061 internal_count=2434 1242 1192 is_linear=0 shrinkage=0.0204111 Tree=3502 num_leaves=3 num_cat=0 split_feature=453 2 split_gain=5.12886 5.13743 threshold=0.086430000000000021 0.11431500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.6765130082201987e-05 -0.00045055214695929462 0.00015808293872466672 leaf_weight=117.35808607173385 3.8452876724768421 30.182096043834463 leaf_count=2057 41 372 internal_value=0 1.11402e-05 internal_weight=0 147.54 internal_count=2470 2429 is_linear=0 shrinkage=0.000400217 Tree=3503 num_leaves=4 num_cat=0 split_feature=1 4 457 split_gain=5.36626 10.8939 7.57956 threshold=0.090515000000000012 -0.15395999999999996 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0080150326544395061 0.00099905559969175068 -0.010157669265699875 0.017720621591375128 leaf_weight=20.446298336377367 65.909993616864085 41.395467577996897 13.520471358206121 leaf_count=125 747 1487 107 internal_value=0 -0.00414573 0.0038663 internal_weight=0 61.8418 79.4305 internal_count=2466 1612 854 is_linear=0 shrinkage=0.0204111 Tree=3504 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=4.51042 5.65357 threshold=0.16826500000000003 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00074080132868481528 0.021298715556480902 -0.027763935021166444 leaf_weight=138.59737974041491 4.2159528799820682 2.8487268034368745 leaf_count=2316 63 75 internal_value=0 0.000145209 internal_weight=0 141.446 internal_count=2454 2391 is_linear=0 shrinkage=0.0204111 Tree=3505 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=6.12136 11.3592 7.84373 threshold=1.0000000180025095e-35 -0.10092 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011116170960665375 0.00010170072122851223 -0.00031078366229391488 -0.00014549615984773911 leaf_weight=16.952445485629141 78.873985957121477 25.44405238647596 27.688249571947381 leaf_count=71 951 1207 251 internal_value=0 -0.000142218 3.73858e-05 internal_weight=0 42.3965 106.562 internal_count=2480 1278 1202 is_linear=0 shrinkage=0.000400217 Tree=3506 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=5.17233 8.67224 threshold=0.12879500000000002 -0.13314999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0091027189790505308 -0.014929557347485588 -0.0018480255172349249 leaf_weight=44.993217696086504 8.0621062009595317 90.652243346470641 leaf_count=321 67 2062 internal_value=0 0.00178882 internal_weight=0 135.645 internal_count=2450 2383 is_linear=0 shrinkage=0.0204111 Tree=3507 num_leaves=4 num_cat=0 split_feature=484 150 155 split_gain=5.02609 4.96452 4.90587 threshold=-0.0068949999999999992 0.094605000000000009 0.088610000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040084486334753433 2.2838270849861091e-05 0.00025778279839239546 -0.00046081340806291188 leaf_weight=8.9281948865682335 127.38516952711507 2.2164824204519382 3.3382435927633187 leaf_count=393 1935 15 129 internal_value=0 -0.000268594 1.01036e-05 internal_weight=0 11.1447 130.723 internal_count=2472 408 2064 is_linear=0 shrinkage=0.000400217 Tree=3508 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=4.53457 6.80662 5.56227 threshold=0.10637000000000002 -0.24588999999999997 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031079115618933624 -0.00050358807530634104 -8.3486694596478147e-06 0.00027847824790631746 leaf_weight=11.573450713185592 5.4691135941829989 127.44397904723883 1.8893131949007509 leaf_count=125 313 2003 33 internal_value=0 1.8449e-05 -0.000301624 internal_weight=0 139.017 7.35843 internal_count=2474 2128 346 is_linear=0 shrinkage=0.000400217 Tree=3509 num_leaves=4 num_cat=0 split_feature=2 0 457 split_gain=5.48697 9.44958 6.1834 threshold=0.08894500000000001 -0.070104999999999987 0.083415000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002152700554717611 1.2296799228789081e-05 0.00013974645126652081 0.00028151031197752048 leaf_weight=36.64819490595255 76.322448333608918 17.74303867504932 16.537067767465487 leaf_count=1064 1094 190 115 internal_value=0 -9.94105e-05 6.05215e-05 internal_weight=0 54.3912 92.8595 internal_count=2463 1254 1209 is_linear=0 shrinkage=0.000400217 Tree=3510 num_leaves=3 num_cat=0 split_feature=151 132 split_gain=4.72722 4.39607 threshold=-0.27336999999999995 0.081240000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044548936404611972 -1.1679564215237608e-05 0.00021400515542493827 leaf_weight=3.5867143395589656 127.50516707100905 15.392632334434891 leaf_count=56 2146 239 internal_value=0 1.27792e-05 internal_weight=0 142.898 internal_count=2441 2385 is_linear=0 shrinkage=0.000400217 Tree=3511 num_leaves=4 num_cat=0 split_feature=403 1429 15 split_gain=4.95627 4.45341 0.915788 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.23060499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0097624739672827893 -0.022893528718738836 0.00088488650935077508 -0.021975888675735394 leaf_weight=0.34775182651355852 3.2513402295880942 134.65982894133776 4.8939497461833517 leaf_count=12 121 2076 277 internal_value=0 0.000306179 -0.0197101 internal_weight=0 137.911 5.2417 internal_count=2486 2197 289 is_linear=0 shrinkage=0.0204111 Tree=3512 num_leaves=4 num_cat=0 split_feature=1375 457 1 split_gain=8.61917 4.84493 2.70149 threshold=-1.0000000180025095e-35 0.080930000000000016 0.098370000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031176612909584858 -0.00026122726503127394 0.010521185332428736 -0.0069486055168994504 leaf_weight=4.2911698828684157 111.72293433974846 20.442799148382619 3.539847306907177 leaf_count=73 2192 176 26 internal_value=0 0.00141404 -0.0204772 internal_weight=0 132.166 7.83102 internal_count=2467 2368 99 is_linear=0 shrinkage=0.0204111 Tree=3513 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=5.73461 11.6941 8.05522 threshold=0.094405000000000003 -0.060094999999999989 -0.29521499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020404672141143633 -0.0004548417228100265 0.00012397342150666593 0.00010186926452651396 leaf_weight=50.683656053151935 4.3354496904648832 26.393532856134698 65.386292168404907 leaf_count=1524 112 196 649 internal_value=0 -9.17059e-05 6.6578e-05 internal_weight=0 77.0772 69.7217 internal_count=2481 1720 761 is_linear=0 shrinkage=0.000400217 Tree=3514 num_leaves=4 num_cat=0 split_feature=1 42 12 split_gain=6.25762 7.83054 2.71981 threshold=0.11588000000000001 0.088915000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0813861019899624e-05 0.00037238757264963204 -0.00026435687359391394 9.4837555463242907e-05 leaf_weight=97.710632170987083 7.9130593598820296 19.832028762524715 19.562280979007483 leaf_count=1522 153 580 170 internal_value=0 -3.58209e-05 0.000175961 internal_weight=0 117.543 27.4753 internal_count=2425 2102 323 is_linear=0 shrinkage=0.000400217 Tree=3515 num_leaves=3 num_cat=0 split_feature=16 403 split_gain=4.99583 4.9221 threshold=-0.54225499999999982 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034413400891461867 -0.00037249471203007153 1.1942360906969888e-05 leaf_weight=6.8419801387935868 5.4462846446840549 132.39738701173337 leaf_count=65 302 2096 internal_value=0 -3.53697e-06 internal_weight=0 137.844 internal_count=2463 2398 is_linear=0 shrinkage=0.000400217 Tree=3516 num_leaves=3 num_cat=0 split_feature=1456 1213 split_gain=5.54746 4.89354 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022092290251369641 -0.015276782301590335 0.0015529828506064523 leaf_weight=4.5142261415603562 7.5043392667430444 130.92928131722147 leaf_count=231 361 1884 internal_value=0 0.00062905 internal_weight=0 138.434 internal_count=2476 2245 is_linear=0 shrinkage=0.0204111 Tree=3517 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=5.71579 7.66528 5.36115 threshold=0.098950000000000024 -0.060094999999999989 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0075552277350081493 0.0097142882989746989 0.0055634957538423912 -0.0029522474269806157 leaf_weight=55.610234117513755 37.867580369580537 27.722677183803171 21.909237589105032 leaf_count=1616 447 207 207 internal_value=0 -0.00318936 0.00507494 internal_weight=0 83.3329 59.7768 internal_count=2477 1823 654 is_linear=0 shrinkage=0.0204111 Tree=3518 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=4.39733 6.09697 threshold=-0.40186499999999997 0.088470000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00067887606891970016 -1.2835322132349974e-07 0.0004271814496308935 leaf_weight=1.3613456124439824 141.69175189104863 5.4461873578838995 leaf_count=8 2404 53 internal_value=0 1.6001e-05 internal_weight=0 147.138 internal_count=2465 2457 is_linear=0 shrinkage=0.000400217 Tree=3519 num_leaves=4 num_cat=0 split_feature=13 157 0 split_gain=6.20018 8.01163 3.41262 threshold=-0.24588999999999997 -0.077384999999999995 -0.11524 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032054708263675588 0.0097968375195323001 -0.0037611327402307863 0.020688491948631538 leaf_weight=3.4643162770662448 21.719450186705217 107.84367138371454 8.504264308838172 leaf_count=59 291 2084 60 internal_value=0 -0.00148183 0.0138068 internal_weight=0 129.563 11.9686 internal_count=2494 2375 119 is_linear=0 shrinkage=0.0204111 Tree=3520 num_leaves=4 num_cat=0 split_feature=12 158 132 split_gain=8.01265 5.66165 5.32349 threshold=0.079890000000000017 0.084905000000000022 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5611232502471818e-05 -5.8149484872873733e-05 -0.00045513364667112678 0.00038687558235993297 leaf_weight=70.578223394462839 59.284799982764525 6.2676920378871719 8.6288875681348127 leaf_count=573 1650 181 72 internal_value=0 -9.68178e-05 9.21946e-05 internal_weight=0 65.5525 79.2071 internal_count=2476 1831 645 is_linear=0 shrinkage=0.000400217 Tree=3521 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=5.80791 11.1341 7.87959 threshold=-0.061889999999999994 1.0000000180025095e-35 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5271039370480352e-05 0.0002067155273638965 -0.00030375620818890163 -0.00016407608842175248 leaf_weight=75.34486596196075 39.163049379130825 20.966039626160637 11.888004061998798 leaf_count=1702 386 285 100 internal_value=0 -4.66249e-05 0.000120201 internal_weight=0 96.3109 51.0511 internal_count=2473 1987 486 is_linear=0 shrinkage=0.000400217 Tree=3522 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=4.97842 4.90496 threshold=-0.40446999999999994 0.077655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022908068948299793 -0.0013724301832695619 0.0079584076069584928 leaf_weight=3.7211562415177459 106.7895369787002 29.962505084928125 leaf_count=194 1649 649 internal_value=0 0.000676804 internal_weight=0 136.752 internal_count=2492 2298 is_linear=0 shrinkage=0.0204111 Tree=3523 num_leaves=4 num_cat=0 split_feature=128 124 52 split_gain=5.89323 5.05277 0.511413 threshold=0.085185000000000025 -0.043384999999999993 -0.14733499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023222994740139315 -0.00013771635144351293 -3.7675391570682632e-06 -0.00052020566861216394 leaf_weight=16.305304673151113 0.78471494209952641 126.47109983727569 3.377335137454792 leaf_count=201 29 2135 142 internal_value=0 2.33446e-05 -0.000453588 internal_weight=0 142.776 4.16205 internal_count=2507 2336 171 is_linear=0 shrinkage=0.000400217 Tree=3524 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=5.96282 13.327 8.16617 threshold=1.0000000180025095e-35 -0.083954999999999988 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012397553866701119 6.7599162329117123e-05 -0.00035244078504821191 -0.00032587199836652843 leaf_weight=16.213709007599391 95.749334594118409 22.135780767566757 9.1541485020425153 leaf_count=258 1024 987 172 internal_value=0 -0.000151243 3.2953e-05 internal_weight=0 38.3495 104.903 internal_count=2441 1245 1196 is_linear=0 shrinkage=0.000400217 Tree=3525 num_leaves=4 num_cat=0 split_feature=147 1444 157 split_gain=5.5143 5.54671 1.76236 threshold=0.08598500000000002 -0.083894999999999983 -0.029304999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.031545833497674688 0.02184791497903214 -0.0023500880384936217 0.0065770163383895878 leaf_weight=1.9331974436063308 4.470884167822077 122.44218091710354 10.588693315163253 leaf_count=32 25 2338 108 internal_value=0 -0.00179534 0.0112384 internal_weight=0 124.375 15.0596 internal_count=2503 2370 133 is_linear=0 shrinkage=0.0204111 Tree=3526 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=5.68938 6.66983 threshold=-0.42985499999999993 -0.076599999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041338141014024842 0.00016716641337942859 -2.2928104187065857e-05 leaf_weight=4.6048118975013486 41.908525961451232 99.661657415359514 leaf_count=220 423 1802 internal_value=0 3.34325e-05 internal_weight=0 141.57 internal_count=2445 2225 is_linear=0 shrinkage=0.000400217 Tree=3527 num_leaves=4 num_cat=0 split_feature=1213 1373 157 split_gain=7.01478 5.67302 3.38806 threshold=-1.0000000180025095e-35 0.092985000000000012 -0.081579999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021725346736733892 0.0025281565153299768 -0.027812893531479626 -0.023553011003833928 leaf_weight=0.68328595254570235 133.84577292815084 2.5060318559408179 6.3089234605722586 leaf_count=4 2078 24 390 internal_value=0 0.00194815 -0.0188557 internal_weight=0 136.352 6.99221 internal_count=2496 2102 394 is_linear=0 shrinkage=0.0204111 Tree=3528 num_leaves=4 num_cat=0 split_feature=128 0 2 split_gain=5.31948 4.97067 1.80077 threshold=1.0000000180025095e-35 -0.061889999999999994 0.113445 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010586644205416499 -0.025944064920514501 0.0070733982012338107 0.0039631116927331001 leaf_weight=96.168975531647447 3.8966964209103017 46.305851420853287 1.0263668589759616 leaf_count=1861 169 449 19 internal_value=0 0.00158782 -0.0197595 internal_weight=0 142.475 4.92306 internal_count=2498 2310 188 is_linear=0 shrinkage=0.0204111 Tree=3529 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=6.88018 11.0317 6.52732 threshold=-0.10191999999999998 -0.075934999999999989 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087856549570394652 -0.015810911186596676 0.00099007636073688188 0.015475339865117279 leaf_weight=46.474818359594792 23.403059794276487 52.894657940225443 17.490840927930549 leaf_count=368 1208 787 111 internal_value=0 -0.00417897 0.00488999 internal_weight=0 76.2977 63.9657 internal_count=2474 1995 479 is_linear=0 shrinkage=0.0204111 Tree=3530 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=5.95653 10.5158 5.59149 threshold=-0.10115999999999999 0.10044000000000002 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010785861187166051 -0.0099762287755953468 0.003173926796701837 -0.005874308713983087 leaf_weight=25.497919729561545 56.823136103688739 45.569419476552866 12.397173692355862 leaf_count=201 1647 497 148 internal_value=0 -0.00412673 0.00533433 internal_weight=0 102.393 37.8951 internal_count=2493 2144 349 is_linear=0 shrinkage=0.0204111 Tree=3531 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=4.4472 5.38355 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045527159762717581 7.1986831241547679e-05 -8.4436726394491353e-05 leaf_weight=3.1464038337580851 61.463512601330876 82.300274827139219 leaf_count=66 445 1944 internal_value=0 -1.75568e-05 internal_weight=0 143.764 internal_count=2455 2389 is_linear=0 shrinkage=0.000400217 Tree=3532 num_leaves=4 num_cat=0 split_feature=1 3 158 split_gain=6.64604 7.85894 7.77376 threshold=0.098950000000000024 0.096520000000000009 0.084765000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.5313739329874894e-05 0.00019776549229404909 -9.5111002836999629e-05 -0.00046790870863158164 leaf_weight=75.542823396302992 39.099158130586147 23.366812010994181 7.5735099352314128 leaf_count=1621 435 208 198 internal_value=0 8.82342e-05 -8.4398e-05 internal_weight=0 62.466 83.1163 internal_count=2462 643 1819 is_linear=0 shrinkage=0.000400217 Tree=3533 num_leaves=4 num_cat=0 split_feature=376 2 1 split_gain=5.31622 4.96585 1.85332 threshold=1.0000000180025095e-35 0.16826500000000003 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022216561506922501 0.0017072895223494168 0.021109933724627841 0.020089941429281812 leaf_weight=126.39839379946352 3.5050958171486837 3.806710115633904 6.5736368775833398 leaf_count=2287 15 57 115 internal_value=0 -0.00152198 0.013786 internal_weight=0 130.205 10.0787 internal_count=2474 2344 130 is_linear=0 shrinkage=0.0204111 Tree=3534 num_leaves=3 num_cat=0 split_feature=49 402 split_gain=5.38877 4.59977 threshold=-0.24986499999999998 -0.089154999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028907837083794744 -0.021743271926816955 0.0019657439279199772 leaf_weight=2.3823875761590889 3.3864356051199129 134.03216211960535 leaf_count=25 206 2266 internal_value=0 0.00136425 internal_weight=0 137.419 internal_count=2497 2472 is_linear=0 shrinkage=0.0204111 Tree=3535 num_leaves=4 num_cat=0 split_feature=158 1 483 split_gain=5.86748 7.49491 5.85656 threshold=0.083065000000000014 0.098370000000000027 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.2417536377048688e-05 -0.00048321658568523302 0.00014317206128499959 -0.00030532144020832362 leaf_weight=129.96912159572821 7.4800498739059531 5.0558291468769312 6.814793898316565 leaf_count=1941 194 81 243 internal_value=0 -0.000231558 5.33636e-05 internal_weight=0 12.5359 136.784 internal_count=2459 275 2184 is_linear=0 shrinkage=0.000400217 Tree=3536 num_leaves=4 num_cat=0 split_feature=3 1365 0 split_gain=6.50661 5.71114 1.41107 threshold=0.18307500000000002 1.0000000180025095e-35 -0.13972999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7428970078258559e-05 0.0053907999404807661 -0.025545107217247738 0.024896341267193145 leaf_weight=129.65959396059043 2.3260983733925968 3.6602138907182953 4.9757413470651946 leaf_count=2291 40 51 83 internal_value=0 -0.000787752 0.0188579 internal_weight=0 133.32 7.30184 internal_count=2465 2342 123 is_linear=0 shrinkage=0.0204111 Tree=3537 num_leaves=4 num_cat=0 split_feature=484 3 123 split_gain=4.83301 4.96168 4.05406 threshold=-0.0068949999999999992 -0.10115999999999999 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031437547736725481 0.00016392032770068854 -7.8518875083567704e-06 0.00039485915650392837 leaf_weight=10.307917143887606 36.994172781473026 98.228114970901515 1.3764460422098626 leaf_count=381 304 1794 10 internal_value=0 3.92384e-05 -0.000227871 internal_weight=0 135.222 11.6844 internal_count=2489 2098 391 is_linear=0 shrinkage=0.000400217 Tree=3538 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=6.85549 12.5315 8.64871 threshold=-0.10674499999999999 -0.075969999999999996 -0.014854999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4163039003515039e-05 -0.00029965709258827049 3.1785525882983286e-05 0.00037051549884970479 leaf_weight=45.57403672975488 27.263119838229613 54.890485215757508 14.23400695377495 leaf_count=345 1250 755 96 internal_value=0 -7.84637e-05 9.9507e-05 internal_weight=0 82.1536 59.808 internal_count=2446 2005 441 is_linear=0 shrinkage=0.000400217 Tree=3539 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.70366 4.99329 threshold=-0.51498499999999992 -0.05819499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041250169132646814 0.00010528702175753578 -5.0389135886344069e-05 leaf_weight=4.3313092450844115 51.432175671507139 91.626277609932004 leaf_count=183 548 1749 internal_value=0 5.61791e-06 internal_weight=0 143.058 internal_count=2480 2297 is_linear=0 shrinkage=0.000400217 Tree=3540 num_leaves=4 num_cat=0 split_feature=52 1213 12 split_gain=7.11318 5.39614 1.06511 threshold=-0.29521499999999995 -0.080769999999999995 -0.041094999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001638115803518283 -0.024093236173684252 0.0009622435975514971 -0.023096452445348643 leaf_weight=0.79942473059054453 3.5742913821304674 125.36855176699464 6.4475074874062548 leaf_count=12 240 1945 269 internal_value=0 0.000247406 -0.0203845 internal_weight=0 128.943 7.24693 internal_count=2466 2185 281 is_linear=0 shrinkage=0.0204111 Tree=3541 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=5.00314 4.81076 threshold=-0.59596999999999989 -0.049149999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.050931127667868635 0.0045906372220456413 -0.0031356485618855121 leaf_weight=0.68950841948389907 53.939141161245061 88.510856039269129 leaf_count=3 754 1708 internal_value=0 -0.000208758 internal_weight=0 142.45 internal_count=2465 2462 is_linear=0 shrinkage=0.0204111 Tree=3542 num_leaves=4 num_cat=0 split_feature=155 484 0 split_gain=5.13258 5.67483 0.255803 threshold=0.083985000000000018 -0.0068949999999999992 -0.21407999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013353533957641111 -0.032372137363511994 0.0022213663525366984 -0.01776214942522587 leaf_weight=10.452916765643748 0.7947468883357941 125.73830352572259 3.5881672634277484 leaf_count=387 7 1961 165 internal_value=0 0.00101598 -0.0211518 internal_weight=0 136.191 4.38291 internal_count=2520 2348 172 is_linear=0 shrinkage=0.0204111 Tree=3543 num_leaves=4 num_cat=0 split_feature=2 133 3 split_gain=4.87973 5.52471 3.73547 threshold=0.12347500000000002 0.10637000000000002 0.12991000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014398666714429771 0.015361002670016411 -0.022902333053269729 -0.0037240456559156881 leaf_weight=112.60828247468453 12.270914502791131 5.1180229959718408 6.466694150818511 leaf_count=1885 156 305 80 internal_value=0 -0.0023938 0.0087914 internal_weight=0 117.726 18.7376 internal_count=2426 2190 236 is_linear=0 shrinkage=0.0204111 Tree=3544 num_leaves=3 num_cat=0 split_feature=448 457 split_gain=5.06304 4.83816 threshold=-0.083859999999999976 -0.14941999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031150393869937756 0.01916541038250015 -0.0013098943455160086 leaf_weight=2.1807389413006595 4.877653077710419 131.93364925729111 leaf_count=33 28 2395 internal_value=0 -0.000564825 internal_weight=0 136.811 internal_count=2456 2423 is_linear=0 shrinkage=0.0204111 Tree=3545 num_leaves=3 num_cat=0 split_feature=1456 14 split_gain=6.32329 4.9841 threshold=-1.0000000180025095e-35 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042741822806439852 5.7074699960471592e-05 -0.00044858940634780284 leaf_weight=4.5617419475747729 138.66192787615 3.08300254237838 leaf_count=229 2178 67 internal_value=0 4.57309e-05 internal_weight=0 141.745 internal_count=2474 2245 is_linear=0 shrinkage=0.000400217 Tree=3546 num_leaves=4 num_cat=0 split_feature=1 158 43 split_gain=5.0918 8.02187 4.82222 threshold=0.094405000000000003 0.084765000000000021 -0.24596499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.69258017239611e-05 -0.00034218268572031561 -0.00048586979042383277 9.7393468286927513e-05 leaf_weight=67.919875344145112 4.1462634354829779 6.9264609259262206 65.913719544652849 leaf_count=1563 25 188 709 internal_value=0 -7.91359e-05 7.08742e-05 internal_weight=0 74.8463 70.06 internal_count=2485 1751 734 is_linear=0 shrinkage=0.000400217 Tree=3547 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=4.80122 4.88647 threshold=-0.40186499999999997 0.088470000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.034390156310689535 0.00090319376740075844 0.02123778363206217 leaf_weight=1.4471945287659753 139.51607338574831 4.992043094476684 leaf_count=9 2447 46 internal_value=0 0.00162155 internal_weight=0 144.508 internal_count=2502 2493 is_linear=0 shrinkage=0.0204111 Tree=3548 num_leaves=3 num_cat=0 split_feature=1365 4 split_gain=5.97169 5.73467 threshold=0.084635000000000016 0.27626000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.3859876822894895e-05 -0.00050559776643077019 0.0002089461622153035 leaf_weight=121.31426193722291 3.4348132349550715 21.718937976285815 leaf_count=2147 47 254 internal_value=0 2.01092e-05 internal_weight=0 143.033 internal_count=2448 2401 is_linear=0 shrinkage=0.000400217 Tree=3549 num_leaves=4 num_cat=0 split_feature=457 12 159 split_gain=7.16707 6.83502 5.49177 threshold=-0.0046349999999999994 -1.0000000180025095e-35 -0.032739999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020747925255953798 -0.00026486550940320677 -0.00045680188744974569 4.3832302345085108e-05 leaf_weight=3.2387822829186907 9.9067009181890153 9.7706266532186401 117.33429167640861 leaf_count=20 321 184 1957 internal_value=0 -0.000291065 1.9586e-05 internal_weight=0 13.0094 127.241 internal_count=2482 204 2278 is_linear=0 shrinkage=0.000400217 Tree=3550 num_leaves=4 num_cat=0 split_feature=47 0 52 split_gain=4.88012 11.3463 7.14565 threshold=0.086380000000000012 -0.060644999999999991 -0.24526499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037359108549581073 -0.00032272175012580239 0.00022689449289148113 6.5892738221940146e-05 leaf_weight=6.155131309235002 18.533234706847001 8.7875366089865548 109.05239737476222 leaf_count=229 245 67 1940 internal_value=0 -0.000145737 4.20727e-05 internal_weight=0 27.3208 115.208 internal_count=2481 312 2169 is_linear=0 shrinkage=0.000400217 Tree=3551 num_leaves=4 num_cat=0 split_feature=160 158 15 split_gain=5.21728 5.27052 0.0835729 threshold=-0.25833999999999996 0.084765000000000021 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022870676708981042 4.483064682956997e-05 -0.00022297888023071509 -0.00044727414193062844 leaf_weight=0.7173271026695146 127.35723284212872 12.856727628677616 3.6623542502347837 leaf_count=16 2016 262 184 internal_value=0 2.01159e-05 -0.00041807 internal_weight=0 140.214 4.37968 internal_count=2478 2278 200 is_linear=0 shrinkage=0.000400217 Tree=3552 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=4.84844 9.47757 8.22161 threshold=-0.060094999999999989 -0.10191999999999998 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8099209619593798e-05 0.0006407823188216646 -0.00019647298985041986 6.1852413021191836e-05 leaf_weight=60.404718208126724 4.2428193616215131 38.112691456248285 40.578339753672481 leaf_count=474 30 1517 411 internal_value=0 -4.04965e-05 0.000118115 internal_weight=0 98.5174 44.8212 internal_count=2432 1991 441 is_linear=0 shrinkage=0.000400217 Tree=3553 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=6.34039 9.49236 8.80082 threshold=-0.10191999999999998 -0.075969999999999996 0.11893500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013431735388905468 -0.00027846917650410017 1.7500539768491044e-05 -0.00041147440388210262 leaf_weight=59.594840741483495 25.441761480382411 54.072708697407506 5.0312388185411683 leaf_count=434 1214 774 33 internal_value=0 -7.74575e-05 9.11885e-05 internal_weight=0 79.5145 64.6261 internal_count=2455 1988 467 is_linear=0 shrinkage=0.000400217 Tree=3554 num_leaves=4 num_cat=0 split_feature=160 1365 158 split_gain=5.71162 4.93954 2.94853 threshold=-0.20907999999999996 1.0000000180025095e-35 0.065940000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047516964757963835 -4.1736302736182775e-06 -0.00046021775441366865 0.00019737916023184596 leaf_weight=6.4488998835440716 137.20014821834047 3.8008090746588996 1.1772966607240958 leaf_count=207 2184 49 65 internal_value=0 -1.68221e-05 -0.000369991 internal_weight=0 141.001 7.6262 internal_count=2505 2233 272 is_linear=0 shrinkage=0.000400217 Tree=3555 num_leaves=4 num_cat=0 split_feature=4 160 13 split_gain=6.44223 6.82772 0.76244 threshold=-0.49367499999999992 -0.091944999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010474622844242738 -0.01349636797146902 0.0028482143868365541 -0.024204958392068321 leaf_weight=3.394912694580853 11.546602679707574 122.82043852040078 3.923731959424912 leaf_count=34 361 1976 86 internal_value=0 0.0014336 -0.0180897 internal_weight=0 134.367 7.31864 internal_count=2457 2337 120 is_linear=0 shrinkage=0.0204111 Tree=3556 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=5.04784 10.2322 9.94936 threshold=-0.10674499999999999 -0.075969999999999996 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0093593325533220355 -0.010941307260052113 0.0039419237810770225 -0.021148619976698028 leaf_weight=50.988893262925558 29.244606583146378 55.762716620170977 4.7732075466774395 leaf_count=393 1256 786 30 internal_value=0 -0.00118593 0.00671072 internal_weight=0 85.0073 55.7621 internal_count=2465 2042 423 is_linear=0 shrinkage=0.0204111 Tree=3557 num_leaves=3 num_cat=0 split_feature=1456 4 split_gain=6.52024 5.64769 threshold=-1.0000000180025095e-35 0.51087000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043388310697731669 1.5603094186413161e-05 0.00041248940248077423 leaf_weight=4.8621953850961281 137.22595903332694 5.8823474142700425 leaf_count=226 2169 120 internal_value=0 3.22265e-05 internal_weight=0 143.108 internal_count=2515 2289 is_linear=0 shrinkage=0.000400217 Tree=3558 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=4.95931 6.17447 6.16821 threshold=0.084045000000000022 -0.15552499999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010738684970273842 0.0045196799646405241 -0.010213529828138652 -0.0012548271195764386 leaf_weight=25.669248340302147 17.375939914141782 36.799454882158898 58.117056875897106 leaf_count=329 157 1491 504 internal_value=0 -0.0054885 0.002429 internal_weight=0 54.1754 83.7863 internal_count=2481 1648 833 is_linear=0 shrinkage=0.0204111 Tree=3559 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=4.60626 4.95218 threshold=-0.51118499999999989 0.10776500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051067884475335308 -2.2297477081537778e-05 0.0001429028336489885 leaf_weight=2.4920808565802863 98.205792321648914 41.156835624948144 leaf_count=38 1983 439 internal_value=0 2.65653e-05 internal_weight=0 139.363 internal_count=2460 2422 is_linear=0 shrinkage=0.000400217 Tree=3560 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=7.02093 9.7188 8.00742 threshold=0.094405000000000003 0.0060650000000000009 0.063170000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012213971909491054 0.0057543058572740889 0.0039018056590742443 -0.013389478573492136 leaf_weight=44.734764425869798 56.272252782946452 23.829440778732533 10.746260710875502 leaf_count=1379 569 356 191 internal_value=0 -0.00661572 0.00266743 internal_weight=0 68.5642 67.0185 internal_count=2495 1735 760 is_linear=0 shrinkage=0.0204111 Tree=3561 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=5.41606 6.72417 5.49239 threshold=-0.24436499999999997 -0.19301999999999997 0.11375500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003353638355494058 -0.00056915411918236059 -1.4745485232441272e-05 -0.00026945606413082251 leaf_weight=12.457730341702698 3.490765835158526 128.25767525387346 2.8845778026152393 leaf_count=192 54 2194 23 internal_value=0 -2.99057e-05 0.000220521 internal_weight=0 131.748 15.3423 internal_count=2463 2248 215 is_linear=0 shrinkage=0.000400217 Tree=3562 num_leaves=4 num_cat=0 split_feature=42 39 3 split_gain=5.35769 7.02614 5.09596 threshold=0.10146500000000001 0.084535000000000013 -0.24509499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021235338397212554 -0.024712023291690356 0.009206530696562033 8.7649867390931298e-05 leaf_weight=4.8311228062957516 7.6508042353671026 3.7127731782384217 119.77870628022356 leaf_count=30 220 66 2146 internal_value=0 -0.0136483 0.000925873 internal_weight=0 11.3636 124.61 internal_count=2462 286 2176 is_linear=0 shrinkage=0.0204111 Tree=3563 num_leaves=4 num_cat=0 split_feature=13 1 2 split_gain=4.59843 5.38345 2.3987 threshold=-0.24588999999999997 0.077765000000000015 0.097940000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.8569715024205543e-05 -0.00013305043115575274 4.8152777856617269e-05 0.00033673419017673562 leaf_weight=3.4151330620516083 36.280622861202573 94.225056425435469 10.249572915257884 leaf_count=33 1323 1055 102 internal_value=0 -2.29265e-06 0.000240826 internal_weight=0 130.506 13.6647 internal_count=2513 2378 135 is_linear=0 shrinkage=0.000400217 Tree=3564 num_leaves=3 num_cat=0 split_feature=1213 1456 split_gain=5.41465 4.71113 threshold=-0.080769999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046593106881529731 2.6611399484807847e-05 -0.00039054975547544389 leaf_weight=3.7701001358800559 135.19769311376149 4.3679134397825683 leaf_count=255 1997 188 internal_value=0 1.32531e-05 internal_weight=0 139.566 internal_count=2440 2185 is_linear=0 shrinkage=0.000400217 Tree=3565 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=8.82364 5.10109 1.20626 threshold=-0.49367499999999992 0.27626000000000001 0.086920000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027855879762994844 -0.0012156443156801197 0.0090104002130715934 -0.0096381741208848241 leaf_weight=4.9323669159784904 107.98154020489892 24.917035085731186 2.4000973347574472 leaf_count=55 2103 290 71 internal_value=0 0.000707599 -0.0221274 internal_weight=0 132.899 7.33246 internal_count=2519 2393 126 is_linear=0 shrinkage=0.0204111 Tree=3566 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=4.57633 4.72355 threshold=-0.40274499999999996 0.16826500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046579842222672875 -4.2424553207784429e-06 0.00042466909435206189 leaf_weight=3.2206189504940985 135.87008787272498 4.1290241349488488 leaf_count=91 2318 60 internal_value=0 8.73678e-06 internal_weight=0 139.999 internal_count=2469 2378 is_linear=0 shrinkage=0.000400217 Tree=3567 num_leaves=4 num_cat=0 split_feature=131 12 132 split_gain=5.49104 7.28863 5.03792 threshold=0.087580000000000005 -1.0000000180025095e-35 0.081240000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.4077504505893378e-05 0.00020512994008930213 -0.00045809399401727769 0.00025886887713358862 leaf_weight=117.19191284262342 3.6188564945478001 9.3131796456873381 10.914932696963659 leaf_count=1964 59 294 131 internal_value=0 -0.000272332 2.3504e-07 internal_weight=0 12.932 128.107 internal_count=2448 353 2095 is_linear=0 shrinkage=0.000400217 Tree=3568 num_leaves=4 num_cat=0 split_feature=484 52 123 split_gain=8.0454 5.89063 5.05307 threshold=-0.0068949999999999992 -0.42985499999999993 0.088205000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042133542838701792 -0.00041392156404804355 4.7475184659261293e-05 0.0003896126295483064 leaf_weight=9.768450576491885 4.481327550020068 126.56017363353749 1.3167345393449057 leaf_count=388 202 1872 11 internal_value=0 3.13565e-05 -0.000322076 internal_weight=0 131.042 11.0852 internal_count=2473 2074 399 is_linear=0 shrinkage=0.000400217 Tree=3569 num_leaves=4 num_cat=0 split_feature=1446 1 16 split_gain=4.71336 4.49003 0.323988 threshold=0.083530000000000007 0.094405000000000003 -0.17932999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9311819647299898e-05 -9.6499727943607261e-05 9.3690898019308227e-05 -0.00045972392622704378 leaf_weight=75.837604145315709 0.51857594214379776 65.390091438544914 3.5010422589839427 leaf_count=1554 7 697 186 internal_value=0 1.69219e-05 -0.000416749 internal_weight=0 141.228 4.01962 internal_count=2444 2251 193 is_linear=0 shrinkage=0.000400217 Tree=3570 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=5.01463 5.01555 threshold=-0.51498499999999992 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040946073020255418 -0.00048595381020458627 4.933248500315917e-05 leaf_weight=4.0048758506891309 2.7498517061467274 139.47513709458872 leaf_count=181 133 2133 internal_value=0 3.86089e-05 internal_weight=0 142.225 internal_count=2447 2266 is_linear=0 shrinkage=0.000400217 Tree=3571 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=4.72767 8.37604 4.99746 threshold=0.098950000000000024 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0086246418889742316 0.016131765267708393 -0.0062324732727708108 0.0020473736426170649 leaf_weight=21.399392230901867 13.515218246611765 59.56226552836597 45.857781349914148 leaf_count=152 230 1691 422 internal_value=0 -0.00229902 0.00527777 internal_weight=0 80.9617 59.373 internal_count=2495 1843 652 is_linear=0 shrinkage=0.0204111 Tree=3572 num_leaves=4 num_cat=0 split_feature=0 3 47 split_gain=6.98278 10.5402 9.80923 threshold=-0.12118 -0.12118 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0091917051799564262 0.0065153164746132421 -0.0089822520973137279 -0.013822986269978172 leaf_weight=41.796514115063474 25.640394577290863 63.038873674959177 9.3521143021061999 leaf_count=299 199 1938 74 internal_value=0 -0.00449878 0.00496265 internal_weight=0 88.6793 51.1486 internal_count=2510 2137 373 is_linear=0 shrinkage=0.0204111 Tree=3573 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=5.54265 10.5824 8.82027 threshold=-0.061889999999999994 1.0000000180025095e-35 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015549649704173819 0.017989998318561209 0.0014406941747528378 -0.00059616767535723735 leaf_weight=19.187892965157516 17.31828917528037 73.116320169647224 27.277472022804432 leaf_count=1129 152 869 306 internal_value=0 -0.00210576 0.00664855 internal_weight=0 92.3042 44.5958 internal_count=2456 1998 458 is_linear=0 shrinkage=0.0204111 Tree=3574 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=6.1925 14.1285 7.08712 threshold=0.077765000000000015 0.053930000000000006 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017547156267368316 0.0041529385574136267 0.0074646590089684911 -0.0093812188584913078 leaf_weight=25.036890235031024 77.103132269228809 14.951863263500853 20.261519577121362 leaf_count=1243 967 54 214 internal_value=0 -0.00820047 0.00132895 internal_weight=0 39.9888 97.3647 internal_count=2478 1297 1181 is_linear=0 shrinkage=0.0204111 Tree=3575 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=5.88534 9.25963 4.76981 threshold=-0.12077499999999998 -0.049374999999999995 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001480755998751379 -0.010424846860072223 0.0025299318733486235 0.014665283916852716 leaf_weight=12.396834933781067 33.405207759991754 73.062286216649227 19.602307823020965 leaf_count=120 1537 657 151 internal_value=0 -0.00154144 0.00842677 internal_weight=0 106.467 31.9991 internal_count=2465 2194 271 is_linear=0 shrinkage=0.0204111 Tree=3576 num_leaves=4 num_cat=0 split_feature=484 48 150 split_gain=5.89857 5.41438 3.43269 threshold=-0.0068949999999999992 0.12879500000000002 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036526320558691566 6.1453265073363117e-05 -0.00029396321768257667 0.00020577325383063533 leaf_weight=9.0553201032453199 123.68925569625571 7.1582323727197936 1.9892199505120505 leaf_count=359 2010 58 13 internal_value=0 4.17749e-05 -0.000261381 internal_weight=0 130.847 11.0445 internal_count=2440 2068 372 is_linear=0 shrinkage=0.000400217 Tree=3577 num_leaves=4 num_cat=0 split_feature=484 157 151 split_gain=5.69166 6.44749 3.1079 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.015440000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018390366444941523 -0.018044154233193412 0.0029905711876584951 0.013743381195908929 leaf_weight=8.7413047396403254 6.2861562650941769 118.92942948132986 1.3771411590278138 leaf_count=389 143 1905 10 internal_value=0 0.00191939 -0.0139143 internal_weight=0 125.216 10.1184 internal_count=2447 2048 399 is_linear=0 shrinkage=0.0204111 Tree=3578 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=5.0229 11.1171 5.45609 threshold=1.0000000180025095e-35 0.10812000000000001 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021815323100467737 9.0589160041920034e-05 0.0003383344822363429 -0.00011706299951776703 leaf_weight=34.696721347107086 79.189842755906284 6.7842063494026652 27.120346904732287 leaf_count=1275 945 19 256 internal_value=0 -0.000126474 3.75485e-05 internal_weight=0 41.4809 106.31 internal_count=2495 1294 1201 is_linear=0 shrinkage=0.000400217 Tree=3579 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=5.57194 5.11399 threshold=-0.40274499999999996 -0.28286499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046874063831592051 -0.00044802675280275668 3.1284105197599188e-05 leaf_weight=3.7428598745900663 3.5481403118465087 138.05016524501843 leaf_count=94 55 2339 internal_value=0 1.89291e-05 internal_weight=0 141.598 internal_count=2488 2394 is_linear=0 shrinkage=0.000400217 Tree=3580 num_leaves=4 num_cat=0 split_feature=12 0 4 split_gain=4.85812 7.05119 5.07725 threshold=0.09864500000000001 -0.062109999999999992 0.51014500000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00085135643285810597 -0.014129642788473798 0.010076882742581266 0.01694896317356304 leaf_weight=83.119848411908606 14.098340654571077 34.815472899121232 2.4911614041775456 leaf_count=1741 355 314 21 internal_value=0 0.00238125 -0.00938039 internal_weight=0 117.935 16.5895 internal_count=2431 2055 376 is_linear=0 shrinkage=0.0204111 Tree=3581 num_leaves=3 num_cat=0 split_feature=160 14 split_gain=5.6357 4.90885 threshold=-0.40446999999999994 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044542081400799266 5.0596201684207158e-05 -0.0004109123373577846 leaf_weight=3.8590252147987476 135.98057679782505 3.6833445918746284 leaf_count=192 2180 69 internal_value=0 3.81055e-05 internal_weight=0 139.664 internal_count=2441 2249 is_linear=0 shrinkage=0.000400217 Tree=3582 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=4.53198 6.0427 2.15712 threshold=0.12419000000000001 0.080930000000000016 0.14062000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029699255114996881 0.0046055439949204942 0.0086374896441276036 0.019781796920883502 leaf_weight=100.06328292255057 10.066246240166949 22.85809488594532 6.3589714351110151 leaf_count=2047 137 190 97 internal_value=0 -0.000805549 0.0105751 internal_weight=0 122.921 16.4252 internal_count=2471 2237 234 is_linear=0 shrinkage=0.0204111 Tree=3583 num_leaves=4 num_cat=0 split_feature=42 132 12 split_gain=4.69286 6.62589 5.53407 threshold=-0.0044549999999999998 0.081465000000000024 -0.040564999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028554394835884575 0.00025688623836303488 0.00019320200236312482 3.7978028566547608e-06 leaf_weight=17.195512527483519 15.862526471260933 6.232480448903515 103.52656347374432 leaf_count=553 240 126 1566 internal_value=0 -0.000157871 3.76334e-05 internal_weight=0 23.428 119.389 internal_count=2485 679 1806 is_linear=0 shrinkage=0.000400217 Tree=3584 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.15478 6.59711 threshold=-0.28286499999999998 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023304488610384609 -0.0016410179936217166 0.010805781447610083 leaf_weight=3.8364846630720413 109.93959028684185 21.038373050745577 leaf_count=56 2134 266 internal_value=0 0.000365775 internal_weight=0 130.978 internal_count=2456 2400 is_linear=0 shrinkage=0.0204111 Tree=3585 num_leaves=4 num_cat=0 split_feature=13 456 13 split_gain=5.90683 6.0205 3.9992 threshold=-0.24588999999999997 0.087015000000000023 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000105042956370313 -1.7180161899759547e-05 -0.00044700084494619528 0.00038395581029211 leaf_weight=3.6789909889921537 122.73769446948427 5.3402457076590499 9.355338200228287 leaf_count=30 2192 125 104 internal_value=0 -3.54764e-05 0.000246215 internal_weight=0 128.078 13.0343 internal_count=2451 2317 134 is_linear=0 shrinkage=0.000400217 Tree=3586 num_leaves=4 num_cat=0 split_feature=52 457 12 split_gain=5.88655 4.78822 1.80827 threshold=-0.24526499999999998 -0.0046349999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019610613283026117 -0.0099950028300391427 0.0031315564513692347 -0.019773670908433509 leaf_weight=2.0219467394053936 12.721124396193771 118.42472407818423 7.1139335597108566 leaf_count=12 170 2003 278 internal_value=0 0.00185084 -0.0149979 internal_weight=0 131.146 9.13588 internal_count=2463 2173 290 is_linear=0 shrinkage=0.0204111 Tree=3587 num_leaves=4 num_cat=0 split_feature=0 4 2 split_gain=4.84807 8.87609 7.68717 threshold=-0.060644999999999991 -0.49367499999999992 0.090510000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0086554165093646034 -0.012468561022674329 0.010290168108008665 0.003137762660997833 leaf_weight=41.973583218990825 8.7440986996516568 36.919219320989214 50.755877717630938 leaf_count=1214 128 346 768 internal_value=0 0.00591225 -0.00220437 internal_weight=0 45.6633 92.7295 internal_count=2456 474 1982 is_linear=0 shrinkage=0.0204111 Tree=3588 num_leaves=4 num_cat=0 split_feature=1 16 13 split_gain=5.93733 12.3154 5.57637 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.083894999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033654883063999558 0.00019759097898388228 0.0001127420714076233 -1.3407342179666319e-05 leaf_weight=22.209194042457966 27.125468957237899 17.303826010087505 76.114252240629867 leaf_count=982 337 283 875 internal_value=0 -0.00014003 4.21849e-05 internal_weight=0 39.513 103.24 internal_count=2477 1265 1212 is_linear=0 shrinkage=0.000400217 Tree=3589 num_leaves=4 num_cat=0 split_feature=14 52 48 split_gain=5.26099 4.37331 0.59584 threshold=0.076175000000000007 -0.51498499999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020804699805937698 -0.031368145436986433 0.0017331442840930226 -0.013861914239522238 leaf_weight=3.576511049468535 1.8229788006283345 130.4861022233963 1.9474372992990527 leaf_count=178 17 2218 67 internal_value=0 0.00111502 -0.0229866 internal_weight=0 134.063 3.77042 internal_count=2480 2396 84 is_linear=0 shrinkage=0.0204111 Tree=3590 num_leaves=4 num_cat=0 split_feature=14 376 14 split_gain=5.76468 4.97029 0.465969 threshold=0.076175000000000007 1.0000000180025095e-35 0.091685000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5616104691434061e-05 -0.00029543084776703827 0.00029770592283903327 -0.00060482040478522883 leaf_weight=129.51295808833675 2.0546459094621237 10.731683595804496 1.7892184362281112 leaf_count=2265 47 123 33 internal_value=0 3.74222e-05 -0.000452487 internal_weight=0 140.245 3.84386 internal_count=2468 2388 80 is_linear=0 shrinkage=0.000400217 Tree=3591 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=7.25117 6.64627 threshold=0.26937000000000005 -0.51412499999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.02697429828736584 -0.026110046240839156 -0.00018366095572259114 leaf_weight=3.7510043061338356 4.2637029327452174 133.27031597230234 leaf_count=26 46 2416 internal_value=0 0.000581214 internal_weight=0 137.021 internal_count=2488 2442 is_linear=0 shrinkage=0.0204111 Tree=3592 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=4.25219 4.34958 threshold=0.15619500000000003 -0.25626499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.030687028283061812 0.024752593745226894 0.00091380170941692863 leaf_weight=1.7262357911095012 2.9670758461579672 141.4223733820254 leaf_count=15 21 2474 internal_value=0 0.00050904 internal_weight=0 143.149 internal_count=2510 2489 is_linear=0 shrinkage=0.0204111 Tree=3593 num_leaves=3 num_cat=0 split_feature=151 128 split_gain=4.86999 5.0282 threshold=-0.28286499999999998 0.085185000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042390205520665889 3.4255389919039835e-05 -0.00037517821301987712 leaf_weight=3.9732032634201451 133.00826653680997 4.8725727672863277 leaf_count=57 2211 175 internal_value=0 1.94937e-05 internal_weight=0 137.881 internal_count=2443 2386 is_linear=0 shrinkage=0.000400217 Tree=3594 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=5.34252 5.26028 threshold=-0.28286499999999998 0.10044000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046329566127692164 -5.6103422113812662e-05 0.00010230718723101743 leaf_weight=3.8621043470920986 83.796689461712958 55.863471525139175 leaf_count=59 1834 610 internal_value=0 7.29135e-06 internal_weight=0 139.66 internal_count=2503 2444 is_linear=0 shrinkage=0.000400217 Tree=3595 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=6.06113 5.11475 2.15343 threshold=0.12337000000000002 0.11893500000000001 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014016771762959859 0.021825694726527463 -0.025671712668691768 0.005955904472994912 leaf_weight=120.00043335085502 5.1101638362742987 3.6188527936465098 11.632416980690321 leaf_count=2203 122 45 104 internal_value=0 -0.00213475 0.0109125 internal_weight=0 123.619 16.7426 internal_count=2474 2248 226 is_linear=0 shrinkage=0.0204111 Tree=3596 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=5.40884 5.64203 threshold=0.084835000000000008 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00092432829952635031 -0.023228791801363342 0.021053613627078381 leaf_weight=128.68928579729982 3.5741985015338278 5.9637597089167675 leaf_count=2323 46 110 internal_value=0 0.0018326 internal_weight=0 134.653 internal_count=2479 2433 is_linear=0 shrinkage=0.0204111 Tree=3597 num_leaves=4 num_cat=0 split_feature=14 43 16 split_gain=4.77279 5.33384 0.529897 threshold=0.076175000000000007 -0.51412499999999983 -0.14483499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021585767673541402 -0.012991967177971089 0.00014849261782786934 -0.029587316743659064 leaf_weight=4.9143912601284674 1.8424142310395839 127.32558355439687 1.9096064219484095 leaf_count=26 35 2341 42 internal_value=0 0.000962746 -0.0220508 internal_weight=0 132.24 3.75202 internal_count=2444 2367 77 is_linear=0 shrinkage=0.0204111 Tree=3598 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=4.73065 5.43121 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045039342284795912 7.398578329326905e-05 -8.4613239473727033e-05 leaf_weight=3.4385228398023164 59.96261951001361 81.406246432918124 leaf_count=69 427 1954 internal_value=0 -1.7337e-05 internal_weight=0 141.369 internal_count=2450 2381 is_linear=0 shrinkage=0.000400217 Tree=3599 num_leaves=4 num_cat=0 split_feature=14 52 14 split_gain=5.2597 4.99175 0.210552 threshold=0.062655000000000016 0.18635500000000002 0.096015000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001086120076256869 -0.018076811684055852 -0.013714601532821025 -0.030736889817373377 leaf_weight=122.9615536959318 1.9799452619627111 10.174865947075885 1.6527906239498404 leaf_count=2125 54 271 27 internal_value=0 -5.55894e-05 -0.0245836 internal_weight=0 133.136 3.63274 internal_count=2477 2396 81 is_linear=0 shrinkage=0.0204111 Tree=3600 num_leaves=3 num_cat=0 split_feature=15 158 split_gain=4.56691 6.70758 threshold=-0.47090499999999996 0.084905000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040137465399062334 7.1029807319304707e-07 -0.00033617252578134357 leaf_weight=4.0434377763885996 126.3441647636937 10.121501019923015 leaf_count=83 2152 231 internal_value=0 -2.4531e-05 internal_weight=0 136.466 internal_count=2466 2383 is_linear=0 shrinkage=0.000400217 Tree=3601 num_leaves=4 num_cat=0 split_feature=52 1 15 split_gain=6.24112 5.0356 1.21205 threshold=-0.29521499999999995 0.13662500000000002 -0.092364999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.9982102495489466e-05 -2.2004896017242757e-05 0.00030254233054030394 -0.00044410328568200751 leaf_weight=0.75999741302803148 129.09958986050333 8.0279445506166649 6.2533709287527008 leaf_count=19 2063 130 253 internal_value=0 -2.77339e-06 -0.000386947 internal_weight=0 137.128 7.01337 internal_count=2465 2193 272 is_linear=0 shrinkage=0.000400217 Tree=3602 num_leaves=4 num_cat=0 split_feature=130 1456 0 split_gain=5.67659 4.59027 0.994457 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.12948499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076660270426444843 0.00011876938201006566 -0.0197555119851145 -0.024474881549128934 leaf_weight=126.39242281432962 0.79782830621115852 4.5978205298015373 4.6845055150624821 leaf_count=1947 17 198 314 internal_value=0 3.00096e-05 -0.0209651 internal_weight=0 130.99 5.48233 internal_count=2476 2145 331 is_linear=0 shrinkage=0.0204111 Tree=3603 num_leaves=3 num_cat=0 split_feature=1366 1 split_gain=6.01972 5.99901 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028599073635966005 -0.0060933202928107307 0.0034870860869520618 leaf_weight=2.8645304299425325 38.012370568671031 95.184443728183396 leaf_count=46 1240 1170 internal_value=0 0.000750161 internal_weight=0 133.197 internal_count=2456 2410 is_linear=0 shrinkage=0.0204111 Tree=3604 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=5.299 6.01816 5.74613 threshold=-0.0068949999999999992 -0.24269999999999997 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044715677416460334 0.00028230235372415523 -1.5465747407553198e-05 0.00027571133436043999 leaf_weight=7.8426959411590342 11.85350448056124 118.84848112112377 2.1795419631525874 leaf_count=376 193 1897 14 internal_value=0 1.17577e-05 -0.000288645 internal_weight=0 130.702 10.0222 internal_count=2480 2090 390 is_linear=0 shrinkage=0.000400217 Tree=3605 num_leaves=3 num_cat=0 split_feature=9 33 split_gain=4.3862 4.82833 threshold=-0.036024999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045173635922846685 -0.00048469589031731601 2.0994815334880051e-05 leaf_weight=3.579873309005051 2.9814415154978624 135.26747102994705 leaf_count=72 23 2364 internal_value=0 9.7058e-06 internal_weight=0 138.249 internal_count=2459 2387 is_linear=0 shrinkage=0.000400217 Tree=3606 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=4.4229 4.9251 threshold=0.16946000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001959716158248308 0.00048476715499116957 1.1972214980739248e-05 leaf_weight=21.559760827949503 2.7155736647546282 115.27234375721309 leaf_count=691 21 1753 internal_value=0 -2.09256e-05 internal_weight=0 136.832 internal_count=2465 2444 is_linear=0 shrinkage=0.000400217 Tree=3607 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=5.39232 11.9932 6.10808 threshold=0.094435000000000005 -0.080924999999999983 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015178483959409636 -0.00015778222772545815 -0.00018501941988114358 0.00015321178767702047 leaf_weight=26.849617456144188 12.257380591239778 45.448676941625308 55.735573465004563 leaf_count=530 204 1143 545 internal_value=0 -5.98982e-05 9.69803e-05 internal_weight=0 72.2983 67.993 internal_count=2422 1673 749 is_linear=0 shrinkage=0.000400217 Tree=3608 num_leaves=4 num_cat=0 split_feature=41 2 2 split_gain=4.5973 4.84926 1.33218 threshold=0.083035000000000012 -0.58149499999999998 0.10892 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.1035922061674127 -0.023826462241804906 0.0016702235483354324 -0.0058324987874459333 leaf_weight=0.070633949711917832 3.5937203271314493 134.80540358804865 3.366943946108222 leaf_count=2 57 2375 29 internal_value=0 0.00152922 -0.0153527 internal_weight=0 134.876 6.96066 internal_count=2463 2377 86 is_linear=0 shrinkage=0.0204111 Tree=3609 num_leaves=4 num_cat=0 split_feature=42 123 133 split_gain=4.81515 4.78146 2.65552 threshold=-0.094924999999999995 1.0000000180025095e-35 -0.070889999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0047645011820820048 -0.00074091267029971638 0.011799795138139293 -0.022835329185869082 leaf_weight=1.8921032263315281 113.89876035883208 14.13774300762452 5.6863916176662306 leaf_count=41 2054 198 157 internal_value=0 0.000652928 -0.0159755 internal_weight=0 128.037 7.57849 internal_count=2450 2252 198 is_linear=0 shrinkage=0.0204111 Tree=3610 num_leaves=4 num_cat=0 split_feature=150 1 1 split_gain=6.19355 9.29648 6.38525 threshold=0.081245000000000026 0.12337000000000002 0.085995000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0061256860381507698 -0.012027180256414543 0.011088862810900754 0.010473746732962169 leaf_weight=86.227718909911346 6.3205841372255227 15.295329573098568 28.842890072846785 leaf_count=1948 108 197 238 internal_value=0 -0.00352281 0.0064039 internal_weight=0 101.523 35.1635 internal_count=2491 2145 346 is_linear=0 shrinkage=0.0204111 Tree=3611 num_leaves=4 num_cat=0 split_feature=457 13 15 split_gain=5.48544 5.30271 4.001 threshold=0.069910000000000014 -0.084024999999999975 -0.034554999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011275333840155661 0.00030183421164889791 -7.3058522528231042e-05 -3.9533711563737859e-05 leaf_weight=35.14116172643844 16.649093901738528 81.308907576836646 8.1496669375337643 leaf_count=669 113 1576 94 internal_value=0 -1.69316e-05 0.000189976 internal_weight=0 116.45 24.7988 internal_count=2452 2245 207 is_linear=0 shrinkage=0.000400217 Tree=3612 num_leaves=4 num_cat=0 split_feature=14 123 14 split_gain=5.44365 6.148 0.367673 threshold=0.062655000000000016 1.0000000180025095e-35 0.093890000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3018581725740251e-06 -0.00029456210629006199 0.00028991347767958343 -0.00058488223777775365 leaf_weight=125.95742124386015 1.8216384989209466 13.773533462663179 1.8044589541386811 leaf_count=2186 46 193 32 internal_value=0 3.71722e-05 -0.000452226 internal_weight=0 139.731 3.6261 internal_count=2457 2379 78 is_linear=0 shrinkage=0.000400217 Tree=3613 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.67682 6.17773 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040846219403383669 0.001182155581130308 1.4951584879795062e-05 leaf_weight=4.069979728315956 0.61821955349296231 138.30604688273161 leaf_count=223 3 2263 internal_value=0 2.10935e-05 internal_weight=0 138.924 internal_count=2489 2266 is_linear=0 shrinkage=0.000400217 Tree=3614 num_leaves=4 num_cat=0 split_feature=11 3 1 split_gain=4.85639 4.99063 2.91835 threshold=0.089270000000000002 -0.097754999999999995 0.11249000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083766108827387515 -0.030378058544281418 -0.00071223288434924025 -0.0028553715425103233 leaf_weight=33.18513170722872 3.1058360747992984 103.05039994351682 3.2536953929811716 leaf_count=296 51 2128 30 internal_value=0 0.00150675 -0.0165898 internal_weight=0 136.236 6.35953 internal_count=2505 2424 81 is_linear=0 shrinkage=0.0204111 Tree=3615 num_leaves=4 num_cat=0 split_feature=130 124 40 split_gain=4.70364 5.00538 2.42024 threshold=1.0000000180025095e-35 -0.043384999999999993 -0.083394999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024336734384990591 0.00020583676699673808 -1.3862030454502537e-05 -0.0004776044166516964 leaf_weight=13.318423273740335 0.93948448449373234 123.79589277785271 4.6257519964128724 leaf_count=185 10 1982 308 internal_value=0 1.13018e-05 -0.000360446 internal_weight=0 137.114 5.56524 internal_count=2485 2167 318 is_linear=0 shrinkage=0.000400217 Tree=3616 num_leaves=4 num_cat=0 split_feature=12 132 3 split_gain=8.30437 8.30306 6.65948 threshold=0.083325000000000024 0.082150000000000015 -0.097754999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7357587859441804e-05 2.5106803446798339e-05 0.00044833989573904323 -0.0002471143567373971 leaf_weight=75.759215260506608 27.573458878090605 8.678869810421018 29.960580884246156 leaf_count=656 285 76 1448 internal_value=0 8.01377e-05 -0.000116856 internal_weight=0 84.4381 57.534 internal_count=2465 732 1733 is_linear=0 shrinkage=0.000400217 Tree=3617 num_leaves=4 num_cat=0 split_feature=12 47 1 split_gain=5.8461 6.76251 5.83411 threshold=0.079890000000000017 0.082095000000000015 0.099325000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013784581147803119 -0.00017905710777554418 -0.00013711063070711766 7.391626308031948e-05 leaf_weight=60.432450113701634 41.279340713255806 18.670702471397817 22.483219574205577 leaf_count=545 1612 123 240 internal_value=0 7.28458e-05 -8.98833e-05 internal_weight=0 79.1032 63.7626 internal_count=2520 668 1852 is_linear=0 shrinkage=0.000400217 Tree=3618 num_leaves=4 num_cat=0 split_feature=43 1365 16 split_gain=4.82187 4.62119 0.873409 threshold=0.25619500000000001 0.085235000000000019 -0.0085699999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2434913721988854e-05 -0.00055897990432691807 -0.00051478871368902158 -0.00011028497908119148 leaf_weight=137.15153667022241 2.5869050972978589 2.4053747199941418 1.0228880957001809 leaf_count=2329 111 38 32 internal_value=0 2.2598e-05 -0.000438979 internal_weight=0 139.557 3.60979 internal_count=2510 2367 143 is_linear=0 shrinkage=0.000400217 Tree=3619 num_leaves=4 num_cat=0 split_feature=1 457 43 split_gain=5.5813 7.79765 1.81757 threshold=0.12337000000000002 0.069910000000000014 -0.074169999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045953698608795735 0.020641328615923177 0.0081597341331983396 0.0060423753749021328 leaf_weight=94.530234579229727 5.1616143335122642 25.199033853597939 11.359584436053408 leaf_count=2015 74 196 160 internal_value=0 -0.00190573 0.0107117 internal_weight=0 119.729 16.5212 internal_count=2445 2211 234 is_linear=0 shrinkage=0.0204111 Tree=3620 num_leaves=3 num_cat=0 split_feature=10 133 split_gain=4.85896 4.5672 threshold=0.083760000000000015 -0.39935999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00053398057010913024 0.0004020290504282392 -1.5681255161529795e-05 leaf_weight=2.6680873458972192 4.2673751204274586 133.75863597888383 leaf_count=134 49 2283 internal_value=0 -2.62472e-05 internal_weight=0 136.427 internal_count=2466 2417 is_linear=0 shrinkage=0.000400217 Tree=3621 num_leaves=4 num_cat=0 split_feature=42 124 1 split_gain=5.03555 8.01277 5.63117 threshold=-1.0000000180025095e-35 -0.027784999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003813978085555816 0.00038741922120290719 2.2642056404689029e-05 1.9897959898612825e-05 leaf_weight=9.6197563281748462 10.435280674020758 113.02358816878404 13.170677387388421 leaf_count=506 160 1642 189 internal_value=0 5.37977e-05 -0.000150524 internal_weight=0 123.459 22.7904 internal_count=2497 1802 695 is_linear=0 shrinkage=0.000400217 Tree=3622 num_leaves=3 num_cat=0 split_feature=52 50 split_gain=6.32402 4.74733 threshold=-0.40306999999999998 0.11720500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021428601547446392 0.0026586434498541847 -0.014495350773794005 leaf_weight=4.9852239935134994 125.27928714014706 6.9912666689197058 leaf_count=246 2070 151 internal_value=0 0.00174046 internal_weight=0 132.271 internal_count=2467 2221 is_linear=0 shrinkage=0.0204111 Tree=3623 num_leaves=4 num_cat=0 split_feature=0 15 15 split_gain=7.96738 10.1752 6.85783 threshold=-0.10674499999999999 -0.031974999999999996 -0.095804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031373004418733148 0.0038499268200734411 -0.011141707620406062 0.01082110430269565 leaf_weight=24.002522136783227 33.79614579299232 42.444296943256631 37.412461061496288 leaf_count=206 793 1209 247 internal_value=0 -0.00450026 0.00537003 internal_weight=0 76.2404 61.415 internal_count=2455 2002 453 is_linear=0 shrinkage=0.0204111 Tree=3624 num_leaves=4 num_cat=0 split_feature=403 14 13 split_gain=4.96346 4.76967 0.595424 threshold=0.090880000000000016 0.076175000000000007 -0.10363999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024719485610812317 -0.002418724017112666 -0.021135924964580992 -0.023298459748430651 leaf_weight=127.02380651020212 0.7030799479689448 3.5569913526996961 3.6508865193463853 leaf_count=2180 26 80 172 internal_value=0 0.00181132 -0.020072 internal_weight=0 130.581 4.35397 internal_count=2458 2260 198 is_linear=0 shrinkage=0.0204111 Tree=3625 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=4.7082 6.10195 4.63445 threshold=1.0000000180025095e-35 -0.16901999999999998 -0.0076699999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024821318315267109 0.00031357732673283908 -5.0975226004943695e-05 -0.00023641644757237658 leaf_weight=12.019504183670504 12.869633430382235 109.16492255433695 2.9388451129198065 leaf_count=122 171 2111 44 internal_value=0 -2.10989e-05 0.000210388 internal_weight=0 121.184 15.8085 internal_count=2448 2233 215 is_linear=0 shrinkage=0.000400217 Tree=3626 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=5.24389 8.34951 8.09473 threshold=-0.13314999999999996 -0.075969999999999996 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019927748154560193 -0.00018557825106128951 6.2006329903670926e-05 -0.00023005073095919054 leaf_weight=39.187887582927942 37.391782679915195 52.069113228993956 8.4692964851856214 leaf_count=270 1310 765 66 internal_value=0 -4.15787e-05 0.00012262 internal_weight=0 89.4609 47.6572 internal_count=2411 2075 336 is_linear=0 shrinkage=0.000400217 Tree=3627 num_leaves=4 num_cat=0 split_feature=1 42 1 split_gain=6.26406 11.4165 7.16258 threshold=0.077765000000000015 0.084050000000000014 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4816137824966114e-05 0.042901302805339332 -0.024700580401987332 0.0019063399825932476 leaf_weight=27.326563170470763 1.6969802677631367 10.813695519493193 97.552823920035735 leaf_count=655 5 647 1163 internal_value=0 -0.00706565 0.00265483 internal_weight=0 38.1403 99.2498 internal_count=2470 1302 1168 is_linear=0 shrinkage=0.0204111 Tree=3628 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=4.25183 4.45316 threshold=-0.40186499999999997 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.033603327286407705 -0.00037091871815138897 0.016168420875186457 leaf_weight=1.4274365538731206 126.91059031669283 7.0527924221241838 leaf_count=9 2323 131 internal_value=0 0.000512606 internal_weight=0 133.963 internal_count=2463 2454 is_linear=0 shrinkage=0.0204111 Tree=3629 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=5.04376 8.89374 7.38215 threshold=-0.10674499999999999 -0.095804999999999987 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010919483594069795 -0.0002514495754566436 0.00020999595527818317 3.0322509658270291e-06 leaf_weight=24.380597705254331 27.256917385733686 32.503130649565719 54.841837459098315 leaf_count=208 1216 232 790 internal_value=0 7.32437e-05 -8.16835e-05 internal_weight=0 56.8837 82.0988 internal_count=2446 440 2006 is_linear=0 shrinkage=0.000400217 Tree=3630 num_leaves=4 num_cat=0 split_feature=43 2 1444 split_gain=4.67672 9.39008 4.52228 threshold=0.053180000000000012 0.090020000000000017 -0.082174999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.028716945997192656 -0.015809932102733161 0.017081432230291797 -0.0014504731080971502 leaf_weight=1.9967527887201857 4.5787658173358095 15.856666590145322 113.53978279445437 leaf_count=31 143 188 2080 internal_value=0 0.0096658 -0.000901808 internal_weight=0 20.4354 115.537 internal_count=2442 331 2111 is_linear=0 shrinkage=0.0204111 Tree=3631 num_leaves=4 num_cat=0 split_feature=13 31 0 split_gain=5.11732 5.3218 2.36732 threshold=-0.15340499999999999 -1.0000000180025095e-35 -0.14636999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.8710705903568561e-05 0.00045194546629544094 -4.1881838369997666e-05 0.00027218868129347143 leaf_weight=4.1429531245958087 3.4904472874477497 117.97440513744368 14.591396382660603 leaf_count=45 65 2232 129 internal_value=0 -2.72879e-05 0.000196841 internal_weight=0 121.465 18.7343 internal_count=2471 2297 174 is_linear=0 shrinkage=0.000400217 Tree=3632 num_leaves=4 num_cat=0 split_feature=376 133 2 split_gain=4.95398 6.37381 1.96769 threshold=0.048375000000000008 0.084065000000000015 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052303594037398597 0.0022155618620656537 -0.014032158935738295 0.019321109605571488 leaf_weight=111.74457798342337 4.6184878116473538 14.004807994992005 7.1381498218979686 leaf_count=1632 67 712 73 internal_value=0 -0.00110903 0.0126856 internal_weight=0 125.749 11.7566 internal_count=2484 2344 140 is_linear=0 shrinkage=0.0204111 Tree=3633 num_leaves=4 num_cat=0 split_feature=42 1365 1 split_gain=6.22457 4.89946 4.8198 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.097145000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018319959000606959 0.0031923856052213703 -0.022026807252792137 0.0017012699772120418 leaf_weight=11.498724119446708 117.19711834838381 3.1888271542266002 8.7796425276901555 leaf_count=604 1769 47 84 internal_value=0 0.00250452 -0.0096899 internal_weight=0 120.386 20.2784 internal_count=2504 1816 688 is_linear=0 shrinkage=0.0204111 Tree=3634 num_leaves=4 num_cat=0 split_feature=1213 1456 157 split_gain=5.47332 5.22881 2.71049 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019869314151635568 0.0020815764462479248 -0.020332976858724067 -0.020955022355245025 leaf_weight=0.66681664064526547 127.02286327979527 4.3774027707695486 6.4743197548668823 leaf_count=6 1872 217 388 internal_value=0 0.00131819 -0.0168951 internal_weight=0 131.4 7.14114 internal_count=2483 2089 394 is_linear=0 shrinkage=0.0204111 Tree=3635 num_leaves=4 num_cat=0 split_feature=2 4 453 split_gain=6.08625 8.85362 6.25894 threshold=0.08894500000000001 -0.10092 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026827986524995454 7.8734016058774152e-05 -0.00018968278991268755 -0.00041881343724810928 leaf_weight=7.8910098224878302 81.933137153711868 43.798667008086341 4.1494801554363212 leaf_count=88 1154 1147 35 internal_value=0 -0.000119341 5.42376e-05 internal_weight=0 51.6897 86.0826 internal_count=2424 1235 1189 is_linear=0 shrinkage=0.000400217 Tree=3636 num_leaves=4 num_cat=0 split_feature=1456 15 12 split_gain=5.02047 4.90837 2.30303 threshold=1.0000000180025095e-35 -0.30407999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029370945208482554 0.00030602342266230765 1.1886999099167337e-05 -0.00047712549904380233 leaf_weight=10.618069956079124 0.61842260137200344 127.91755922269658 4.2879190468229345 leaf_count=172 9 2060 218 internal_value=0 3.3707e-05 -0.000373788 internal_weight=0 138.536 4.90634 internal_count=2459 2232 227 is_linear=0 shrinkage=0.000400217 Tree=3637 num_leaves=3 num_cat=0 split_feature=31 133 split_gain=4.49372 4.23251 threshold=-1.0000000180025095e-35 0.10637000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023105404747570772 4.6399838839178221e-05 -0.017549108055247283 leaf_weight=3.2659892827505237 129.27215856430121 5.84592448582407 leaf_count=70 2049 340 internal_value=0 -0.000728775 internal_weight=0 135.118 internal_count=2459 2389 is_linear=0 shrinkage=0.0204111 Tree=3638 num_leaves=4 num_cat=0 split_feature=403 472 4 split_gain=4.46288 4.22101 2.62202 threshold=-0.088654999999999984 -1.0000000180025095e-35 0.40780000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022422282969822908 -0.022081939335339255 0.0015107306048054267 0.018909739724497106 leaf_weight=5.0108959558128836 3.1292790739098555 125.16179938692949 0.64429712761193503 leaf_count=326 126 1999 7 internal_value=0 0.000916504 -0.0174376 internal_weight=0 128.291 5.65519 internal_count=2458 2125 333 is_linear=0 shrinkage=0.0204111 Tree=3639 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=4.75759 4.8321 threshold=0.076175000000000007 -0.10566999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011437649974871 -0.00047014347146271995 -3.564249882939471e-05 leaf_weight=60.044928429881111 3.0197391402907661 80.200385917269159 leaf_count=391 70 1967 internal_value=0 2.8627e-05 internal_weight=0 140.245 internal_count=2428 2358 is_linear=0 shrinkage=0.000400217 Tree=3640 num_leaves=3 num_cat=0 split_feature=4 480 split_gain=4.50029 5.15004 threshold=0.51167000000000018 0.08598500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.4428134688878501e-05 0.0004071567273383993 -0.00046658097741438036 leaf_weight=136.8410660175432 4.4189542199019334 3.5486322446085969 leaf_count=2184 106 167 internal_value=0 1.90752e-06 internal_weight=0 140.39 internal_count=2457 2351 is_linear=0 shrinkage=0.000400217 Tree=3641 num_leaves=4 num_cat=0 split_feature=481 38 159 split_gain=5.0105 5.05489 0.542508 threshold=-0.039559999999999991 0.10386000000000002 -0.089714999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0060234887953638594 0.0016231306916317805 -0.02827410410245618 -0.023960796142711804 leaf_weight=0.97905305220047001 131.21119831668329 2.287266607861965 3.6044818267400833 leaf_count=43 2242 26 204 internal_value=0 0.00108763 -0.0203643 internal_weight=0 133.498 4.58353 internal_count=2515 2268 247 is_linear=0 shrinkage=0.0204111 Tree=3642 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=5.98948 7.05957 threshold=0.10386000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026307504832565959 -0.00063470537316984816 -2.2680290094399521e-05 leaf_weight=15.47534985525999 2.2407932288479051 123.98539829489891 leaf_count=191 25 2262 internal_value=0 9.21434e-06 internal_weight=0 139.461 internal_count=2478 2453 is_linear=0 shrinkage=0.000400217 Tree=3643 num_leaves=3 num_cat=0 split_feature=1365 14 split_gain=5.01683 4.85852 threshold=1.0000000180025095e-35 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012136037820049551 -0.025648133761867739 -0.023593845225297647 leaf_weight=131.35955134316464 2.9931411407887927 3.2615575692616394 leaf_count=2387 49 82 internal_value=0 0.000593469 internal_weight=0 134.621 internal_count=2518 2469 is_linear=0 shrinkage=0.0204111 Tree=3644 num_leaves=4 num_cat=0 split_feature=4 40 14 split_gain=5.04546 5.05886 5.02797 threshold=-0.49367499999999992 -0.012109999999999998 0.076175000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0084056340562231012 0.0019598051875335774 -0.025031683902121123 -0.023480099674627299 leaf_weight=2.6705135758966208 130.41625238055713 5.9427095530554634 3.2072923445375627 leaf_count=20 2260 106 74 internal_value=0 -0.0146897 0.00133004 internal_weight=0 8.61322 133.624 internal_count=2460 126 2334 is_linear=0 shrinkage=0.0204111 Tree=3645 num_leaves=4 num_cat=0 split_feature=4 47 51 split_gain=5.43188 6.78949 5.90116 threshold=0.27772500000000006 0.10954500000000002 -0.10998999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018681941210067998 0.01348258623730034 -0.016461307518831458 -0.001441833448924734 leaf_weight=8.9012198350101226 17.988193435827274 3.721110642887651 100.87626085695229 leaf_count=218 234 28 1938 internal_value=0 0.00829189 -0.00285734 internal_weight=0 21.7093 109.777 internal_count=2418 262 2156 is_linear=0 shrinkage=0.0204111 Tree=3646 num_leaves=4 num_cat=0 split_feature=15 43 480 split_gain=5.51852 5.32769 4.98892 threshold=0.084050000000000014 -0.11046999999999998 0.08598500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6504471666550618e-05 0.00016768259071448522 -0.00036576749423498765 -0.00040582732332316315 leaf_weight=124.78639458472026 4.1012438917532554 10.514023612224262 3.7428406427497967 leaf_count=1517 115 731 120 internal_value=0 -0.000215937 4.26996e-05 internal_weight=0 14.6153 128.529 internal_count=2483 846 1637 is_linear=0 shrinkage=0.000400217 Tree=3647 num_leaves=4 num_cat=0 split_feature=131 132 15 split_gain=5.96001 6.03693 3.27593 threshold=0.092225000000000015 0.081240000000000021 -0.15824499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017730912679696329 0.014285346407913176 0.014813233777809784 -0.022366460942510127 leaf_weight=120.20121987874154 1.1151731093414126 12.229024055995977 6.6960119964787728 leaf_count=2087 41 145 228 internal_value=0 0.00121831 -0.0170059 internal_weight=0 132.43 7.81119 internal_count=2501 2232 269 is_linear=0 shrinkage=0.0204111 Tree=3648 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=5.66431 9.32235 4.66707 threshold=-0.10072999999999999 -0.049374999999999995 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01198454056860279 -0.012641593940857673 0.0016688588405854635 -0.0039762417955420777 leaf_weight=26.24506256962195 25.331317669770215 74.404370703559835 10.678989506443029 leaf_count=205 1468 665 129 internal_value=0 -0.00197587 0.00737038 internal_weight=0 99.7357 36.9241 internal_count=2467 2133 334 is_linear=0 shrinkage=0.0204111 Tree=3649 num_leaves=3 num_cat=0 split_feature=31 1348 split_gain=4.4365 4.47099 threshold=-1.0000000180025095e-35 0.090205000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045200834188995341 -3.6119664033260972e-05 0.00038898316334484083 leaf_weight=3.10448467824608 133.22615178552223 3.9726306051015845 leaf_count=71 2388 34 internal_value=0 -2.35035e-05 internal_weight=0 137.199 internal_count=2493 2422 is_linear=0 shrinkage=0.000400217 Tree=3650 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=4.79143 4.55201 threshold=-0.40274499999999996 0.16826500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046167404781994958 2.0875805789105005e-06 0.00042346829659757547 leaf_weight=3.3543843902589279 139.3250121732126 4.1190212513320139 leaf_count=98 2339 62 internal_value=0 1.45085e-05 internal_weight=0 143.444 internal_count=2499 2401 is_linear=0 shrinkage=0.000400217 Tree=3651 num_leaves=4 num_cat=0 split_feature=4 1375 12 split_gain=6.37913 6.09083 2.84012 threshold=-0.49367499999999992 -0.43429999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025033685009810771 -0.034709482967559081 0.0005067433341673285 -0.025207741075002111 leaf_weight=2.012467872351408 1.9674270753748704 127.60674893748364 6.208390477113424 leaf_count=16 11 2349 118 internal_value=0 -5.74781e-05 -0.0184816 internal_weight=0 129.574 8.22086 internal_count=2494 2360 134 is_linear=0 shrinkage=0.0204111 Tree=3652 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=4.61496 5.19476 threshold=0.11475 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.006905977212105883 -0.027107016842041032 -0.0011464762079710605 leaf_weight=56.338108392665163 2.1724357781931749 81.592423894937383 leaf_count=439 15 2040 internal_value=0 0.0021455 internal_weight=0 137.931 internal_count=2494 2479 is_linear=0 shrinkage=0.0204111 Tree=3653 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=4.97342 5.76267 0.752195 threshold=0.2506000000000001 0.14198000000000002 -0.0057599999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053381618573719689 -0.0059716324706386133 0.021689052592178702 -0.02723058098722592 leaf_weight=130.3582844689663 1.0091923912114 5.4829812800162463 2.7958045493578529 leaf_count=2324 98 39 48 internal_value=0 0.00140487 -0.021924 internal_weight=0 135.841 3.805 internal_count=2509 2363 146 is_linear=0 shrinkage=0.0204111 Tree=3654 num_leaves=4 num_cat=0 split_feature=124 39 123 split_gain=5.4021 4.69738 3.28869 threshold=-0.043384999999999993 0.15619500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078880715475336434 -0.0033431359328639138 0.024712732716631425 0.015790910422530655 leaf_weight=3.0618032669299273 117.89486714045051 2.4288933663628987 10.942479405901393 leaf_count=46 2254 20 155 internal_value=0 -0.00275434 0.0105924 internal_weight=0 120.324 14.0043 internal_count=2475 2274 201 is_linear=0 shrinkage=0.0204111 Tree=3655 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=6.40937 7.16781 6.04291 threshold=0.094405000000000003 0.10812000000000001 0.079825000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013432975864554841 8.4434267103397704e-06 0.00029579863463285967 0.00027378476305555495 leaf_weight=62.17977757693734 50.596694752573967 6.7864689230918875 18.768543581943959 leaf_count=1702 572 24 184 internal_value=0 -9.15931e-05 8.05639e-05 internal_weight=0 68.9662 69.3652 internal_count=2482 1726 756 is_linear=0 shrinkage=0.000400217 Tree=3656 num_leaves=4 num_cat=0 split_feature=1 160 475 split_gain=5.78759 5.90259 3.72269 threshold=0.09518500000000002 0.10504000000000001 -0.079669999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021491333642543659 -0.01633946318191036 -0.0295608642173118 0.0061561671929060476 leaf_weight=68.623193403618643 3.1243840018287292 3.3262769748107521 59.721455059014261 leaf_count=1649 57 114 664 internal_value=0 -0.00346036 0.00501073 internal_weight=0 71.9495 62.8458 internal_count=2484 1763 721 is_linear=0 shrinkage=0.0204111 Tree=3657 num_leaves=3 num_cat=0 split_feature=44 401 split_gain=5.92543 4.74412 threshold=1.0000000180025095e-35 0.083100000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6744745417249592e-05 -0.00048754634260669605 -0.00036590906465000544 leaf_weight=131.58596277562901 3.6376355094835153 4.7482396493433034 leaf_count=2169 43 227 internal_value=0 2.24324e-05 internal_weight=0 136.334 internal_count=2439 2396 is_linear=0 shrinkage=0.000400217 Tree=3658 num_leaves=3 num_cat=0 split_feature=1375 1456 split_gain=6.92959 6.56014 threshold=-0.43150999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03420163458264442 -0.022217692840320935 0.0019044517037199631 leaf_weight=2.25688402657397 4.7643267524254034 127.72842009627493 leaf_count=14 231 2203 internal_value=0 0.00101901 internal_weight=0 132.493 internal_count=2448 2434 is_linear=0 shrinkage=0.0204111 Tree=3659 num_leaves=4 num_cat=0 split_feature=4 456 43 split_gain=4.81933 4.90725 2.34639 threshold=-0.4214949999999999 0.085215000000000013 -0.065269999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00057558482328805922 0.0019904053712306992 -0.015323115834081091 -0.019887195195799897 leaf_weight=3.417075565084815 109.34418065557838 7.161835247243288 7.2154494393616897 leaf_count=29 2122 157 115 internal_value=0 0.000912422 -0.0133734 internal_weight=0 116.506 10.6325 internal_count=2423 2279 144 is_linear=0 shrinkage=0.0204111 Tree=3660 num_leaves=4 num_cat=0 split_feature=0 3 0 split_gain=4.99774 8.11162 6.12037 threshold=-0.061889999999999994 0.090810000000000016 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0064720028308502707 0.028644048695402938 0.0064483363044989667 0.0035997089959988208 leaf_weight=60.822916506440379 4.4386833182070395 30.210295198252425 38.62290876742918 leaf_count=1788 42 206 429 internal_value=0 -0.0021816 0.00624881 internal_weight=0 91.0332 43.0616 internal_count=2465 1994 471 is_linear=0 shrinkage=0.0204111 Tree=3661 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=4.99312 5.48006 threshold=-0.52082499999999987 0.10044000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005440513354811003 -3.319575962073335e-05 0.000124862469927561 leaf_weight=2.3405707289930424 85.338078882836271 59.571582854026929 leaf_count=39 1803 648 internal_value=0 3.18274e-05 internal_weight=0 144.91 internal_count=2490 2451 is_linear=0 shrinkage=0.000400217 Tree=3662 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=4.96653 7.63792 4.25791 threshold=0.10384000000000002 0.093735000000000013 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061391004120266168 0.011858855598180612 -0.019827208484487414 -0.00017020151831684106 leaf_weight=74.821033085085219 22.427826345898211 9.6315509739506506 26.871495976578444 leaf_count=1575 330 337 218 internal_value=0 -0.00282848 0.00531667 internal_weight=0 84.4526 49.2993 internal_count=2460 1912 548 is_linear=0 shrinkage=0.0204111 Tree=3663 num_leaves=4 num_cat=0 split_feature=42 43 133 split_gain=5.37374 4.9577 2.37503 threshold=-0.094924999999999995 -0.51412499999999983 -0.070889999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0039106657185026027 0.020337835956503729 -0.00015995877211903082 -0.023131289448882184 leaf_weight=1.7168136247200889 5.0018662624061099 126.93235879114945 5.7982797112490507 leaf_count=41 24 2262 160 internal_value=0 0.000633736 -0.0169869 internal_weight=0 131.934 7.51509 internal_count=2487 2286 201 is_linear=0 shrinkage=0.0204111 Tree=3664 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=4.60939 5.45335 threshold=-1.0000000180025095e-35 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022896287986837783 -0.11897117600057057 -0.00062600114156926721 leaf_weight=3.4072300670668474 0.050452478229998543 132.30088465625886 leaf_count=75 1 2404 internal_value=0 -0.00077164 internal_weight=0 132.351 internal_count=2480 2405 is_linear=0 shrinkage=0.0204111 Tree=3665 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=6.26996 9.50331 6.84487 threshold=-0.060644999999999991 1.0000000180025095e-35 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015839505268577879 0.032629776932869559 0.00022970300761767284 0.0037764292487135996 leaf_weight=19.27912489240407 3.6573260875884435 73.245081670000218 38.093851524987258 leaf_count=1142 34 872 412 internal_value=0 -0.00313371 0.00638444 internal_weight=0 92.5242 41.7512 internal_count=2460 2014 446 is_linear=0 shrinkage=0.0204111 Tree=3666 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=4.32469 4.91448 threshold=-0.40274499999999996 0.13507500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023561070974108696 0.00029777424592070855 0.024572191812891615 leaf_weight=2.9569784747145595 130.43179656131542 3.4578864732757202 leaf_count=89 2374 29 internal_value=0 0.000944703 internal_weight=0 133.89 internal_count=2492 2403 is_linear=0 shrinkage=0.0204111 Tree=3667 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=4.61339 3.9927 threshold=-0.40274499999999996 0.16826500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023754227250593941 -3.2146451273843177e-05 0.021529138039118767 leaf_weight=3.2199669350811737 130.21052209258778 3.5672011001734054 leaf_count=87 2326 58 internal_value=0 0.000560311 internal_weight=0 133.778 internal_count=2471 2384 is_linear=0 shrinkage=0.0204111 Tree=3668 num_leaves=4 num_cat=0 split_feature=456 483 150 split_gain=4.69372 4.55032 4.32001 threshold=0.087485000000000021 0.10297500000000001 0.088380000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1901059507416597e-05 -0.00053894404187480372 -0.00040626950150616945 0.00011676198282325067 leaf_weight=128.15006799937692 4.4230881836265317 3.6228525700280434 2.441470889840275 leaf_count=2204 93 104 40 internal_value=0 2.9245e-05 -0.000307602 internal_weight=0 131.773 6.86456 internal_count=2441 2308 133 is_linear=0 shrinkage=0.000400217 Tree=3669 num_leaves=4 num_cat=0 split_feature=457 52 376 split_gain=5.06608 5.37506 5.29626 threshold=0.080930000000000016 -0.088089999999999988 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0039826489538366946 -0.0141727777216159 0.012673034094238016 0.012527674184356427 leaf_weight=98.781846449885052 3.6468183395918485 18.156536262482405 8.7075152107281593 leaf_count=2177 52 149 98 internal_value=0 0.00813335 -0.00263353 internal_weight=0 21.8034 107.489 internal_count=2476 201 2275 is_linear=0 shrinkage=0.0204111 Tree=3670 num_leaves=4 num_cat=0 split_feature=158 1 483 split_gain=3.89952 7.74279 4.4022 threshold=0.084765000000000021 0.10098000000000001 0.088070000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029908742052288479 -0.024880232636465133 0.010550760439316785 -0.015198448248931077 leaf_weight=120.42022297138465 6.2950645119708479 4.2066169569734484 5.7003018406103356 leaf_count=2043 191 87 181 internal_value=0 -0.0107262 0.00215601 internal_weight=0 10.5017 126.121 internal_count=2502 278 2224 is_linear=0 shrinkage=0.0204111 Tree=3671 num_leaves=4 num_cat=0 split_feature=456 1373 2 split_gain=4.39114 4.98052 2.87045 threshold=0.088355000000000003 0.099250000000000019 0.11466000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0008401003938737177 -0.027422992262626039 -0.029753682055817996 0.00043521824656968526 leaf_weight=124.70515849263757 3.9477392118424168 2.1449998756870619 2.4779994054697454 leaf_count=2328 77 19 24 internal_value=0 0.000296985 -0.0168564 internal_weight=0 126.85 6.42574 internal_count=2448 2347 101 is_linear=0 shrinkage=0.0204111 Tree=3672 num_leaves=3 num_cat=0 split_feature=453 42 split_gain=5.17501 5.62145 threshold=0.10218000000000001 -0.0044549999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0090880395553271931 -0.030023981874843911 0.0029104938993781684 leaf_weight=18.998923184699379 2.1489759599789968 109.27582100618747 leaf_count=678 14 1772 internal_value=0 0.001127 internal_weight=0 128.275 internal_count=2464 2450 is_linear=0 shrinkage=0.0204111 Tree=3673 num_leaves=4 num_cat=0 split_feature=52 1 15 split_gain=4.63176 4.48425 0.91084 threshold=-0.40306999999999998 0.099195000000000019 -0.092364999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015549529136092567 -0.0030276749860795832 0.004583233734260863 -0.021526479481025797 leaf_weight=0.81147618097020302 76.646042316278908 55.510606279480271 4.9722440732293753 leaf_count=20 1671 559 242 internal_value=0 0.000170357 -0.01832 internal_weight=0 132.157 5.78372 internal_count=2492 2230 262 is_linear=0 shrinkage=0.0204111 Tree=3674 num_leaves=4 num_cat=0 split_feature=13 132 133 split_gain=5.34001 8.25166 6.06958 threshold=-0.084024999999999975 0.080640000000000017 -0.26719999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060135851978032422 -9.2259621218631344e-05 0.00026252772679095384 0.00014892736589911293 leaf_weight=1.6931243796134356 88.704825554741547 11.798926597170064 41.347497645678231 leaf_count=35 1551 197 713 internal_value=0 -5.03625e-05 0.000117929 internal_weight=0 100.504 43.0406 internal_count=2496 1748 748 is_linear=0 shrinkage=0.000400217 Tree=3675 num_leaves=4 num_cat=0 split_feature=14 1456 16 split_gain=4.15007 3.80992 0.765448 threshold=0.062655000000000016 1.0000000180025095e-35 -0.14815999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020797370687251149 -0.0088790495189809814 -0.016862916945859969 -0.028363223273459096 leaf_weight=130.63298766882508 1.6132816378958525 4.4671322974318164 2.0413491198560214 leaf_count=2171 30 215 50 internal_value=0 0.00143995 -0.0202818 internal_weight=0 135.1 3.65463 internal_count=2466 2386 80 is_linear=0 shrinkage=0.0204111 Tree=3676 num_leaves=4 num_cat=0 split_feature=4 0 16 split_gain=4.74204 7.32262 1.88694 threshold=-0.49121999999999993 -0.061684999999999997 0.38845000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043160694631362611 -4.7271390753809648e-05 0.00016632249945678441 -3.3367956418802562e-05 leaf_weight=5.5513653680682165 95.291572929883841 35.080625624628738 2.9023698400706053 leaf_count=69 1997 322 60 internal_value=0 1.0296e-05 -0.000297105 internal_weight=0 130.372 8.45374 internal_count=2448 2319 129 is_linear=0 shrinkage=0.000400217 Tree=3677 num_leaves=4 num_cat=0 split_feature=41 456 13 split_gain=4.76101 4.93152 1.68397 threshold=0.079885000000000025 0.088355000000000003 -0.15340499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022573646013117192 -0.0040770184721023511 -0.016835529544020483 -0.022960524638561214 leaf_weight=120.43322679353878 3.5563796986825764 5.8010733756236723 4.457681510364635 leaf_count=2287 27 99 73 internal_value=0 0.00136581 -0.0147523 internal_weight=0 126.234 8.01406 internal_count=2486 2386 100 is_linear=0 shrinkage=0.0204111 Tree=3678 num_leaves=4 num_cat=0 split_feature=124 456 42 split_gain=5.12877 6.23456 2.55679 threshold=-1.0000000180025095e-35 0.084065000000000015 -0.0044549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071202674765716463 0.00020214208939006492 -0.021487481187546002 0.01752172756176959 leaf_weight=5.9638794974889633 110.86765714082867 5.69850732339546 10.180337273865005 leaf_count=52 2126 146 171 internal_value=0 -0.000877789 0.0113597 internal_weight=0 116.566 16.1442 internal_count=2495 2272 223 is_linear=0 shrinkage=0.0204111 Tree=3679 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=5.19831 11.9653 5.39461 threshold=0.095510000000000012 -0.097754999999999995 0.12992000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068437650370860694 0.0063681096764241687 -0.010624873191933832 -0.0098617317418935035 leaf_weight=25.481127597508021 52.678531553247012 45.10243433190044 10.073657150845973 leaf_count=231 558 1547 166 internal_value=0 -0.00431773 0.0037498 internal_weight=0 70.5836 62.7522 internal_count=2502 1778 724 is_linear=0 shrinkage=0.0204111 Tree=3680 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=5.74173 6.66366 5.25279 threshold=-0.10115999999999999 -0.077774999999999983 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013687764066336284 -0.013490775203720124 0.00041421103241302289 0.014187427966270663 leaf_weight=16.001928458746988 17.33079236294725 81.163260537490714 20.628382002934813 leaf_count=184 1099 1020 159 internal_value=0 -0.00204502 0.00740825 internal_weight=0 98.4941 36.6303 internal_count=2462 2119 343 is_linear=0 shrinkage=0.0204111 Tree=3681 num_leaves=4 num_cat=0 split_feature=133 131 12 split_gain=4.49761 4.90985 0.239525 threshold=-0.39935999999999994 0.08844500000000001 -0.05418499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011874579261438069 0.0021206196201655121 -0.011643694680324425 -0.028776425961465409 leaf_weight=0.69582552928477559 116.04735779378098 11.791616881499065 2.036410395288839 leaf_count=13 1974 358 113 internal_value=0 0.000841948 -0.0251089 internal_weight=0 127.839 2.73224 internal_count=2458 2332 126 is_linear=0 shrinkage=0.0204111 Tree=3682 num_leaves=3 num_cat=0 split_feature=1444 1447 split_gain=4.484 4.42038 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00057700305196446212 -0.00039078753059287218 -1.575649357810269e-06 leaf_weight=1.9638677984476078 4.7390637222270007 128.03218805420329 leaf_count=31 210 2240 internal_value=0 -1.57855e-05 internal_weight=0 132.771 internal_count=2481 2450 is_linear=0 shrinkage=0.000400217 Tree=3683 num_leaves=3 num_cat=0 split_feature=151 14 split_gain=5.00844 4.28767 threshold=-0.27336999999999995 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021710447455603334 0.0018148471100007638 -0.019498840512191359 leaf_weight=3.9885149805340907 132.51569139264757 3.9407572470372534 leaf_count=63 2325 82 internal_value=0 0.00118384 internal_weight=0 136.456 internal_count=2470 2407 is_linear=0 shrinkage=0.0204111 Tree=3684 num_leaves=3 num_cat=0 split_feature=1444 39 split_gain=4.74521 4.86873 threshold=-0.084274999999999989 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.031816290122207588 -0.001723230166236056 0.0088061901968684124 leaf_weight=1.876564674428663 108.72058045002632 21.880314758047462 leaf_count=25 2187 276 internal_value=0 4.68561e-05 internal_weight=0 130.601 internal_count=2488 2463 is_linear=0 shrinkage=0.0204111 Tree=3685 num_leaves=4 num_cat=0 split_feature=15 484 39 split_gain=5.48188 4.69675 2.46725 threshold=0.10347000000000002 -0.0068949999999999992 0.085155000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023694817890235466 -0.00045767527297663148 4.5247030564886839e-05 0.00015021167966889105 leaf_weight=10.150953986390958 5.508658847276819 118.81893306903658 1.2629192350432275 leaf_count=357 193 1910 16 internal_value=0 2.28498e-05 -0.000343703 internal_weight=0 128.97 6.77158 internal_count=2476 2267 209 is_linear=0 shrinkage=0.000400217 Tree=3686 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=5.01839 4.07456 threshold=-0.25833999999999996 -0.26719999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022791803597822406 -0.024173975835494396 0.001273648798227783 leaf_weight=3.7757554757990865 2.5650485351216039 126.08300717614475 leaf_count=201 129 2080 internal_value=0 0.000745681 internal_weight=0 128.648 internal_count=2410 2209 is_linear=0 shrinkage=0.0204111 Tree=3687 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=4.16654 4.55218 threshold=-0.094929999999999987 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020784022224555637 0.0051788222994667904 -0.0027121523050200914 leaf_weight=3.8334466544911256 51.443084388331044 74.316742287832312 leaf_count=44 410 1994 internal_value=0 0.000517451 internal_weight=0 125.76 internal_count=2448 2404 is_linear=0 shrinkage=0.0204111 Tree=3688 num_leaves=4 num_cat=0 split_feature=42 1 47 split_gain=6.3093 6.80527 5.76906 threshold=-1.0000000180025095e-35 0.10790500000000001 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000359668212659479 7.3063032529672208e-05 0.00014153730459275316 -0.00035652341555170907 leaf_weight=12.843446877697717 112.58397323742975 6.4495169799774876 5.1300066742114714 leaf_count=617 1772 50 42 internal_value=0 -0.000192268 5.40205e-05 internal_weight=0 19.293 117.714 internal_count=2481 667 1814 is_linear=0 shrinkage=0.000400217 Tree=3689 num_leaves=4 num_cat=0 split_feature=160 159 52 split_gain=4.50771 5.19005 0.0969108 threshold=-0.25833999999999996 -0.47141999999999995 0.2800700000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022250525125820411 0.00073813140861050063 -2.3832211217851822e-07 -0.000452582272902968 leaf_weight=0.70067368092713822 1.430460525676607 133.49961316812551 3.2607377684325911 leaf_count=62 18 2285 144 internal_value=0 8.19502e-06 -0.000419122 internal_weight=0 134.93 3.96141 internal_count=2509 2303 206 is_linear=0 shrinkage=0.000400217 Tree=3690 num_leaves=4 num_cat=0 split_feature=42 52 1 split_gain=4.23353 4.93689 4.12794 threshold=-0.0044549999999999998 0.18897000000000003 0.10892500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031977377072569174 2.9826637968676953e-05 -0.00029251275374112229 6.997134384071527e-05 leaf_weight=13.344773690769218 104.8428565688082 8.0936997467651945 6.3823564806953064 leaf_count=608 1577 218 50 internal_value=0 6.45906e-06 -0.000193996 internal_weight=0 112.937 19.7271 internal_count=2453 1795 658 is_linear=0 shrinkage=0.000400217 Tree=3691 num_leaves=3 num_cat=0 split_feature=44 50 split_gain=5.47703 5.57494 threshold=1.0000000180025095e-35 0.085685000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.7186050970601838e-05 -0.00047174980337227402 -0.00026835507224997484 leaf_weight=116.80001873555011 3.931559905409812 11.091121757461222 leaf_count=1966 47 441 internal_value=0 1.34348e-06 internal_weight=0 127.891 internal_count=2454 2407 is_linear=0 shrinkage=0.000400217 Tree=3692 num_leaves=4 num_cat=0 split_feature=15 15 51 split_gain=5.5719 7.74289 3.83702 threshold=-0.24269999999999997 -0.24042999999999998 0.07955000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036288598008579412 -0.0016639619236447176 -2.019766515431505e-05 -0.00018441155107284116 leaf_weight=10.007223633583633 0.34878213703632255 123.04109341333969 2.4990810286253682 leaf_count=172 4 2268 21 internal_value=0 -2.63484e-05 0.000252856 internal_weight=0 123.39 12.5063 internal_count=2465 2272 193 is_linear=0 shrinkage=0.000400217 Tree=3693 num_leaves=4 num_cat=0 split_feature=1429 484 3 split_gain=4.44831 4.01072 0.732912 threshold=-1.0000000180025095e-35 0.084225000000000008 0.087975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01525861590092668 -0.00039139639944501089 0.0095835854317812517 -0.037589669769244632 leaf_weight=2.1909819777356456 115.36803933093324 19.540438511525281 0.95250358711928118 leaf_count=107 2094 275 19 internal_value=0 0.00106015 -0.0230853 internal_weight=0 134.908 3.14349 internal_count=2495 2369 126 is_linear=0 shrinkage=0.0204111 Tree=3694 num_leaves=3 num_cat=0 split_feature=1373 51 split_gain=5.14492 4.77913 threshold=0.099250000000000019 -0.10998999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013711122888920858 -0.031699283511348715 0.0013407213209277854 leaf_weight=9.3653792148106714 2.0227740337140849 120.76041337416973 leaf_count=235 19 2202 internal_value=0 0.000246558 internal_weight=0 130.126 internal_count=2456 2437 is_linear=0 shrinkage=0.0204111 Tree=3695 num_leaves=4 num_cat=0 split_feature=1456 4 43 split_gain=4.87117 5.06721 0.564994 threshold=1.0000000180025095e-35 0.50500500000000004 -0.075504999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8929973450485722e-06 -0.0001418749395021492 0.00034568749297847538 -0.00049101730233757973 leaf_weight=126.34473274293123 1.094238825375214 6.7725663501769295 3.3318132444692301 leaf_count=2141 110 137 102 internal_value=0 1.13206e-05 -0.00041033 internal_weight=0 133.117 4.42605 internal_count=2490 2278 212 is_linear=0 shrinkage=0.000400217 Tree=3696 num_leaves=4 num_cat=0 split_feature=130 51 40 split_gain=5.26818 4.07462 1.44466 threshold=1.0000000180025095e-35 -0.40274499999999996 -0.083394999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023311483766513739 0.0083708842231658663 0.0024024366071883009 -0.023345152114918073 leaf_weight=2.5089373701484865 0.6328138057142495 126.95091216068249 4.3693318505829657 leaf_count=66 8 2054 314 internal_value=0 0.00188439 -0.0192374 internal_weight=0 129.46 5.00215 internal_count=2442 2120 322 is_linear=0 shrinkage=0.0204111 Tree=3697 num_leaves=4 num_cat=0 split_feature=1 159 48 split_gain=5.53582 8.1937 3.8332 threshold=0.10114000000000002 0.094480000000000022 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7052618176013182e-06 0.00016023358630889938 -0.00045443857079674249 -0.00013731825416642905 leaf_weight=75.720742305129534 46.686712050577626 7.1256444036844178 8.0526347793638688 leaf_count=1719 555 165 52 internal_value=0 -4.76045e-05 0.00011627 internal_weight=0 82.8464 54.7393 internal_count=2491 1884 607 is_linear=0 shrinkage=0.000400217 Tree=3698 num_leaves=3 num_cat=0 split_feature=31 1 split_gain=4.02254 4.05719 threshold=-1.0000000180025095e-35 0.13840500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022938963172597575 -0.00090916186276458299 0.015958887220141844 leaf_weight=3.1216951034730291 124.61192247873987 6.1257034998852751 leaf_count=69 2305 93 internal_value=0 -0.000105831 internal_weight=0 130.738 internal_count=2467 2398 is_linear=0 shrinkage=0.0204111 Tree=3699 num_leaves=4 num_cat=0 split_feature=160 1429 16 split_gain=4.49603 4.67474 3.65129 threshold=0.091625000000000026 -1.0000000180025095e-35 -0.085859999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022591187635134936 -0.021193114376826621 0.0025697238922995002 -0.0015716975418361135 leaf_weight=3.0493904061731874 6.517242121743041 115.20151169566088 9.829131210834019 leaf_count=117 74 2109 165 internal_value=0 0.00190013 -0.00948565 internal_weight=0 118.251 16.3464 internal_count=2465 2226 239 is_linear=0 shrinkage=0.0204111 Tree=3700 num_leaves=4 num_cat=0 split_feature=132 150 12 split_gain=7.00523 5.79108 4.74455 threshold=0.081465000000000024 0.081245000000000026 0.086965000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005619054414095848 0.019176082871400622 0.0049871131736147828 -0.0078947964269457833 leaf_weight=85.629274879524019 10.425938937929457 28.505543944542296 3.5546260665287255 leaf_count=1899 107 287 134 internal_value=0 -0.00296784 0.0122851 internal_weight=0 114.135 13.9806 internal_count=2427 2186 241 is_linear=0 shrinkage=0.0204111 Tree=3701 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=4.50216 5.1371 threshold=-1.0000000180025095e-35 -0.59414999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044922149328999465 -0.002241768289683439 -2.6521514398061682e-05 leaf_weight=3.1138818858889854 0.055941160768269493 130.84093563008355 leaf_count=63 1 2401 internal_value=0 -2.93834e-05 internal_weight=0 130.897 internal_count=2465 2402 is_linear=0 shrinkage=0.000400217 Tree=3702 num_leaves=3 num_cat=0 split_feature=151 1212 split_gain=5.03223 4.65253 threshold=-0.52082499999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050459759925174964 -0.00041858990697086346 5.9466335869473228e-05 leaf_weight=2.5773708998458451 3.2294178087613536 137.06394480812014 leaf_count=39 182 2242 internal_value=0 4.81369e-05 internal_weight=0 140.293 internal_count=2463 2424 is_linear=0 shrinkage=0.000400217 Tree=3703 num_leaves=3 num_cat=0 split_feature=1444 1447 split_gain=4.50814 5.06122 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.030222096802433287 -0.020802322549215747 0.00041817187641945828 leaf_weight=1.9261797233484674 4.7509633418812873 126.10756338867941 leaf_count=31 218 2229 internal_value=0 -0.000369387 internal_weight=0 130.859 internal_count=2478 2447 is_linear=0 shrinkage=0.0204111 Tree=3704 num_leaves=4 num_cat=0 split_feature=12 3 132 split_gain=5.87937 12.0525 6.31515 threshold=0.084045000000000022 0.10812000000000001 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8079839635562748e-05 -0.00018583224604557314 0.00039271871074357827 0.00036866274376096348 leaf_weight=73.074419278127607 46.014294492924819 6.4853432122617951 9.1644794301828352 leaf_count=740 1630 25 86 internal_value=0 -0.000113679 5.7596e-05 internal_weight=0 52.4996 82.2389 internal_count=2481 1655 826 is_linear=0 shrinkage=0.000400217 Tree=3705 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=4.81942 4.95119 threshold=0.10071000000000001 -0.13110499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013325392669104248 -0.00052367178279168658 -2.7598566511587531e-05 leaf_weight=46.847935753467027 2.470485156401991 88.174131942971144 leaf_count=339 17 2117 internal_value=0 2.82758e-05 internal_weight=0 135.022 internal_count=2473 2456 is_linear=0 shrinkage=0.000400217 Tree=3706 num_leaves=4 num_cat=0 split_feature=133 43 1 split_gain=5.24962 5.49608 0.0800846 threshold=-0.39935999999999994 0.075600000000000014 0.11481500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040984651734820763 -3.3452610316196344e-06 0.0002458887617543253 -0.0006595475623966037 leaf_weight=1.6160638954315794 118.46095901474473 15.985434220521709 1.0399559745565055 leaf_count=116 2191 140 10 internal_value=0 2.64682e-05 -0.000530341 internal_weight=0 134.446 2.65602 internal_count=2457 2331 126 is_linear=0 shrinkage=0.000400217 Tree=3707 num_leaves=4 num_cat=0 split_feature=42 33 474 split_gain=6.23609 6.3088 3.75168 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.085860000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012522873552706598 -0.026577401551529236 0.0032295266896087411 0.021808671920836426 leaf_weight=17.950253665680069 2.9260791828855863 113.72716955951182 1.3302894451771852 leaf_count=650 26 1777 28 internal_value=0 0.00245709 -0.0100419 internal_weight=0 116.653 19.2805 internal_count=2481 1803 678 is_linear=0 shrinkage=0.0204111 Tree=3708 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=4.20759 5.84153 threshold=1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00042866201298165466 -0.020387174233796587 0.020961211819099431 leaf_weight=124.72713809291599 3.6957717081531873 5.9410815273877224 leaf_count=2321 42 104 internal_value=0 0.00137936 internal_weight=0 130.668 internal_count=2467 2425 is_linear=0 shrinkage=0.0204111 Tree=3709 num_leaves=3 num_cat=0 split_feature=2 133 split_gain=5.25628 4.56687 threshold=-0.58149499999999998 0.11264000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0022205450418864747 2.5322845382260447e-05 -0.00036771035445036006 leaf_weight=0.057273048907517388 131.9891103481059 4.7995440183731253 leaf_count=1 2160 312 internal_value=0 1.12429e-05 internal_weight=0 136.789 internal_count=2473 2472 is_linear=0 shrinkage=0.000400217 Tree=3710 num_leaves=4 num_cat=0 split_feature=3 12 12 split_gain=4.13123 3.84547 2.95964 threshold=0.18307500000000002 0.093315000000000023 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017632401437731721 -0.0029442009519709731 -0.0071022659519905385 0.024736414126632231 leaf_weight=102.10467625549063 2.3513654748676345 25.348509289266076 4.840469913207925 leaf_count=1711 58 673 60 internal_value=0 -4.66104e-06 0.0157799 internal_weight=0 127.453 7.19184 internal_count=2502 2384 118 is_linear=0 shrinkage=0.0204111 Tree=3711 num_leaves=4 num_cat=0 split_feature=15 43 12 split_gain=6.22195 6.43959 5.48264 threshold=0.084050000000000014 0.095890000000000017 0.084045000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010978870310937409 -0.00034896161287523169 0.00035837506747814809 -6.8933921726653565e-05 leaf_weight=77.982820769655518 12.052907747885909 2.3873385468032202 42.336946634924971 leaf_count=705 771 87 927 internal_value=0 -0.000230163 4.68959e-05 internal_weight=0 14.4402 120.32 internal_count=2490 858 1632 is_linear=0 shrinkage=0.000400217 Tree=3712 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=4.7293 5.09951 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010979599957506402 -0.00056995756928759553 6.552777225808052e-05 leaf_weight=36.665801884402754 2.1246948258485636 95.668999364599586 leaf_count=1257 19 1191 internal_value=0 1.68993e-05 internal_weight=0 132.335 internal_count=2467 2448 is_linear=0 shrinkage=0.000400217 Tree=3713 num_leaves=4 num_cat=0 split_feature=130 484 49 split_gain=5.22676 5.03511 1.33135 threshold=1.0000000180025095e-35 -0.0068949999999999992 -0.096484999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011858423929264292 0.0087684748910302913 0.0028603874328247945 -0.024614768506399796 leaf_weight=10.403221743501488 0.51128704473376263 122.42787097435212 3.8965919126349027 leaf_count=390 4 1766 306 internal_value=0 0.00169861 -0.0206212 internal_weight=0 132.831 4.40788 internal_count=2466 2156 310 is_linear=0 shrinkage=0.0204111 Tree=3714 num_leaves=3 num_cat=0 split_feature=52 2 split_gain=6.00185 5.6941 threshold=-0.40306999999999998 0.097940000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021403778759631363 -0.0026899385820106413 0.0060680169578054294 leaf_weight=5.0586958111671256 72.688736706797499 53.664829962857766 leaf_count=260 1614 612 internal_value=0 0.00103182 internal_weight=0 126.354 internal_count=2486 2226 is_linear=0 shrinkage=0.0204111 Tree=3715 num_leaves=3 num_cat=0 split_feature=1373 456 split_gain=4.85815 4.38562 threshold=0.099250000000000019 0.087485000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.570972275395222e-05 -0.00057184271898367027 -0.00030345897813240092 leaf_weight=130.25861620128853 2.1475508906878522 6.2950233074370763 leaf_count=2322 20 134 internal_value=0 1.98385e-05 internal_weight=0 136.554 internal_count=2476 2456 is_linear=0 shrinkage=0.000400217 Tree=3716 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=6.91696 10.4246 9.97319 threshold=-0.10674499999999999 0.12879500000000002 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012956166441815178 -0.00030207616702035829 -0.00047528686192648792 3.3600992404836425e-07 leaf_weight=53.662145820446312 26.54400000278838 4.8777079858118659 50.671864064963302 leaf_count=420 1243 31 795 internal_value=0 7.83528e-05 -0.000103909 internal_weight=0 58.5399 77.2159 internal_count=2489 451 2038 is_linear=0 shrinkage=0.000400217 Tree=3717 num_leaves=4 num_cat=0 split_feature=474 1456 16 split_gain=4.69605 4.34932 0.19539 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.23674000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.036232299904425488 0.0024804043935857463 -0.019710998744814513 -0.019565154385383213 leaf_weight=0.85367702355142627 127.7749443106004 3.6773068839393082 1.3564259072300044 leaf_count=26 2161 205 71 internal_value=0 0.00184336 -0.0274397 internal_weight=0 131.452 2.2101 internal_count=2463 2366 97 is_linear=0 shrinkage=0.0204111 Tree=3718 num_leaves=4 num_cat=0 split_feature=43 11 43 split_gain=4.56617 7.40933 6.68286 threshold=-0.074459999999999985 0.081005000000000008 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015467534492363019 -0.00029747687859147282 -0.00039575625064747379 5.8386305508668818e-06 leaf_weight=47.449812087463215 13.541216380137483 4.1619414291344574 78.683445660368307 leaf_count=932 609 39 888 internal_value=0 0.000109528 -3.90035e-05 internal_weight=0 51.6118 92.2247 internal_count=2468 971 1497 is_linear=0 shrinkage=0.000400217 Tree=3719 num_leaves=4 num_cat=0 split_feature=124 4 123 split_gain=4.8519 5.69579 4.12378 threshold=-0.043384999999999993 -0.49367499999999992 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018646411713706403 -0.00040429809786195789 -1.2615597380158094e-05 0.00030525931383402089 leaf_weight=3.3935394321451922 6.1530315652489653 117.24510082093184 12.654501003678886 leaf_count=47 115 2150 161 internal_value=0 -3.2495e-05 0.000200707 internal_weight=0 123.398 16.048 internal_count=2473 2265 208 is_linear=0 shrinkage=0.000400217 Tree=3720 num_leaves=3 num_cat=0 split_feature=51 132 split_gain=4.88059 4.59362 threshold=-0.24503499999999998 0.081465000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024181945758733604 -0.0015760499993499294 0.010818539834464047 leaf_weight=3.5178125269594593 109.57104124649777 13.941462483489884 leaf_count=121 2055 234 internal_value=0 -0.00016848 internal_weight=0 123.513 internal_count=2410 2289 is_linear=0 shrinkage=0.0204111 Tree=3721 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=6.03225 6.12857 1.74896 threshold=-0.24526499999999998 -0.05819499999999999 0.17479000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042560952588543321 0.00013930812180474244 -4.9208146137641925e-05 0.00011487846076237475 leaf_weight=6.6033425315690684 41.268616533547174 82.968868237687275 1.0701289288699625 leaf_count=276 450 1716 4 internal_value=0 1.34813e-05 -0.000349666 internal_weight=0 124.237 7.67347 internal_count=2446 2166 280 is_linear=0 shrinkage=0.000400217 Tree=3722 num_leaves=4 num_cat=0 split_feature=158 483 1 split_gain=5.04447 5.50372 4.92189 threshold=0.084905000000000022 0.088070000000000009 0.099515000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002542778635956912 -0.024900678725532789 -0.017875972548789205 0.0046280081307779313 leaf_weight=114.57243754240335 6.0110272984311433 5.6653648699866599 3.7683954729000106 leaf_count=2010 184 176 86 internal_value=0 0.00156495 -0.0135985 internal_weight=0 120.238 9.77942 internal_count=2456 2186 270 is_linear=0 shrinkage=0.0204111 Tree=3723 num_leaves=4 num_cat=0 split_feature=150 2 0 split_gain=5.28435 8.79734 6.41131 threshold=0.081245000000000026 0.091375000000000012 -0.0019449999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012678203426577279 -9.8733659406507768e-05 0.00030909416163526712 0.0001101764318611358 leaf_weight=74.934955510572763 16.172810224117711 17.585151654493529 24.087212077458389 leaf_count=1890 172 148 225 internal_value=0 0.000114031 -6.90824e-05 internal_weight=0 33.758 99.0222 internal_count=2435 320 2115 is_linear=0 shrinkage=0.000400217 Tree=3724 num_leaves=4 num_cat=0 split_feature=15 0 151 split_gain=5.19813 5.49538 5.0921 threshold=0.084050000000000014 0.089620000000000019 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022608467463217163 -0.015259631550849393 0.029883182699461098 0.0020671531613944134 leaf_weight=3.4783946963725603 13.348791571188483 1.1224544029682864 118.01048805910978 leaf_count=56 807 15 1612 internal_value=0 -0.0115556 0.00134049 internal_weight=0 14.4712 121.489 internal_count=2490 822 1668 is_linear=0 shrinkage=0.0204111 Tree=3725 num_leaves=4 num_cat=0 split_feature=2 0 13 split_gain=5.1092 8.00862 5.01461 threshold=0.097940000000000013 -0.060094999999999989 -0.24588999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001628441265965034 0.00034189351066712991 0.00012199385548077931 2.6713953487806393e-05 leaf_weight=53.230673711048439 9.5819496521726233 22.376528630149551 48.879000996879768 leaf_count=1496 96 183 648 internal_value=0 -7.84884e-05 7.89278e-05 internal_weight=0 75.6072 58.461 internal_count=2423 1679 744 is_linear=0 shrinkage=0.000400217 Tree=3726 num_leaves=4 num_cat=0 split_feature=13 133 132 split_gain=4.56171 5.62946 5.4115 threshold=-0.084024999999999975 -0.26719999999999994 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.031143913633576902 -0.0039724116627574439 0.0075757715938965988 0.011820626858601711 leaf_weight=1.5220776427304361 82.939884506573435 38.104315319564193 10.033762536768334 leaf_count=35 1535 697 181 internal_value=0 0.00600496 -0.00225585 internal_weight=0 39.6264 92.9736 internal_count=2448 732 1716 is_linear=0 shrinkage=0.0204111 Tree=3727 num_leaves=4 num_cat=0 split_feature=3 39 15 split_gain=4.82053 4.50896 1.86054 threshold=0.18307500000000002 0.15619500000000003 -0.10436999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016009211108956025 0.00060566531041284552 0.024567369304984179 0.02464771207398106 leaf_weight=126.22834892210085 1.9447738133603705 2.6923007317818692 4.2489564763382068 leaf_count=2345 60 22 59 internal_value=0 -0.00103359 0.0172435 internal_weight=0 128.921 6.19373 internal_count=2486 2367 119 is_linear=0 shrinkage=0.0204111 Tree=3728 num_leaves=3 num_cat=0 split_feature=1365 150 split_gain=4.43189 4.56074 threshold=0.088010000000000019 -0.084634999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027845120484483286 -0.0005206245034649013 1.1069889718022179e-05 leaf_weight=10.987460901727898 2.249437012244015 128.81685409173951 leaf_count=71 25 2376 internal_value=0 3.22899e-05 internal_weight=0 139.804 internal_count=2472 2447 is_linear=0 shrinkage=0.000400217 Tree=3729 num_leaves=4 num_cat=0 split_feature=130 1365 40 split_gain=5.42704 4.40925 1.29806 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.083394999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002697440657362968 0.0072228293585575162 -0.019016965348052098 -0.023097371115002031 leaf_weight=129.89663708949229 0.6230354569852351 3.905281330109573 4.4268034549313588 leaf_count=2074 8 52 319 internal_value=0 0.00204829 -0.019281 internal_weight=0 133.802 5.04984 internal_count=2453 2126 327 is_linear=0 shrinkage=0.0204111 Tree=3730 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=5.94414 5.27359 threshold=-0.094929999999999987 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047486847314109914 5.9493401913128085e-05 -0.0004695504440391434 leaf_weight=3.4713448956608763 131.85143531524227 2.977582022023852 leaf_count=39 2350 75 internal_value=0 4.743e-05 internal_weight=0 134.829 internal_count=2464 2425 is_linear=0 shrinkage=0.000400217 Tree=3731 num_leaves=4 num_cat=0 split_feature=484 474 1348 split_gain=5.49427 5.00718 4.01376 threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.093335000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033182991898633799 -0.00054769172449882129 7.6965909703268043e-05 0.00047040678424760195 leaf_weight=8.7116141058504564 1.9779238547198463 129.44874202896608 1.0274124145507801 leaf_count=393 72 2009 2 internal_value=0 6.71068e-05 -0.000242814 internal_weight=0 131.427 9.73903 internal_count=2476 2081 395 is_linear=0 shrinkage=0.000400217 Tree=3732 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=6.14804 6.68189 threshold=0.10386000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015696687988110313 -0.031109214257986455 -5.3834899257140079e-05 leaf_weight=12.276638503419234 2.3525125910527995 119.07977143095923 leaf_count=188 30 2279 internal_value=0 0.00143033 internal_weight=0 131.356 internal_count=2497 2467 is_linear=0 shrinkage=0.0204111 Tree=3733 num_leaves=4 num_cat=0 split_feature=12 1 49 split_gain=4.98552 5.6576 4.56755 threshold=0.084045000000000022 0.12608000000000003 -0.12807999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016261510061734086 -0.006272833928104452 0.017942522581042192 0.0050017671288767 leaf_weight=4.3527300771092987 48.692089478310663 4.2725704095792016 74.416110862104688 leaf_count=47 1633 54 757 internal_value=0 -0.00428569 0.00380535 internal_weight=0 52.9647 78.7688 internal_count=2491 1687 804 is_linear=0 shrinkage=0.0204111 Tree=3734 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.33139 8.27312 7.27176 threshold=0.099515000000000006 0.10299500000000002 0.089990000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010084325488061805 0.00020778139087418258 0.00030793046880937526 -9.1046216799848997e-05 leaf_weight=70.863140965346247 33.234565696795471 8.8185956953093392 21.338843995588832 leaf_count=1791 408 38 210 internal_value=0 -5.52345e-05 9.09891e-05 internal_weight=0 79.6817 54.5734 internal_count=2447 1829 618 is_linear=0 shrinkage=0.000400217 Tree=3735 num_leaves=4 num_cat=0 split_feature=483 42 13 split_gain=3.9752 4.35601 1.04842 threshold=0.10297500000000001 0.091735000000000025 -0.073984999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028919186308706052 -0.0060520238985888866 -0.0073791385218873575 -0.027457489380209758 leaf_weight=107.93743287050165 1.6729878668556919 20.350292051618453 2.3759385963203377 leaf_count=1848 61 485 44 internal_value=0 0.00125761 -0.0190138 internal_weight=0 128.288 4.04893 internal_count=2438 2333 105 is_linear=0 shrinkage=0.0204111 Tree=3736 num_leaves=4 num_cat=0 split_feature=376 4 4 split_gain=5.06163 7.85362 1.65415 threshold=0.048375000000000008 -0.49121999999999993 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004698442224653952 0.00040620702192686962 7.7945352104347466e-06 8.5453224139887677e-05 leaf_weight=5.675955885089933 6.0951624915469438 116.42481028250768 4.5270659170346317 leaf_count=117 65 2197 68 internal_value=0 -1.4819e-05 0.000271823 internal_weight=0 122.101 10.6222 internal_count=2447 2314 133 is_linear=0 shrinkage=0.000400217 Tree=3737 num_leaves=4 num_cat=0 split_feature=457 12 11 split_gain=4.23643 4.2527 4.10152 threshold=-0.0046349999999999994 -1.0000000180025095e-35 0.10600000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011869918893008355 0.0016176856464825806 -0.019784850104339214 -0.025509506992046998 leaf_weight=2.2023080866783857 120.9011686972226 7.7115780516760406 2.2556805022759354 leaf_count=17 2270 171 21 internal_value=0 -0.0126989 0.00109812 internal_weight=0 9.91389 123.157 internal_count=2479 188 2291 is_linear=0 shrinkage=0.0204111 Tree=3738 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=5.66936 8.43177 4.48626 threshold=0.11332500000000002 0.084050000000000014 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0754891985932412e-06 -0.00042554393415990038 -0.000360377693050017 0.00020210936306188458 leaf_weight=98.3719989649544 1.8498840807005787 11.439075356989632 27.427684625610709 leaf_count=1299 10 817 356 internal_value=0 -3.6906e-05 0.000160981 internal_weight=0 109.811 29.2776 internal_count=2482 2116 366 is_linear=0 shrinkage=0.000400217 Tree=3739 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=4.32488 5.7796 5.65624 threshold=0.080930000000000016 0.088435000000000014 0.12180500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0022358407492961037 -0.0032130721012876159 0.017390854753738659 0.010439260537907696 leaf_weight=94.197341735271038 9.2767295776866394 14.362165792146696 17.256955785676837 leaf_count=2052 96 108 231 internal_value=0 0.00932812 -0.000264792 internal_weight=0 23.6389 111.454 internal_count=2487 204 2283 is_linear=0 shrinkage=0.0204111 Tree=3740 num_leaves=4 num_cat=0 split_feature=15 1 1456 split_gain=6.16116 7.0256 4.89023 threshold=0.084050000000000014 0.11174500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.5285154441808779e-05 -0.00044600760120950107 0.00015109310337401883 -0.00038987015302166137 leaf_weight=112.95149844934349 9.4517121307144389 4.6425830377265802 4.182160376047249 leaf_count=1446 785 29 171 internal_value=0 -0.000249685 2.93908e-05 internal_weight=0 14.0943 117.134 internal_count=2431 814 1617 is_linear=0 shrinkage=0.000400217 Tree=3741 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=4.57596 7.7205 6.10002 threshold=-0.070844999999999977 0.092550000000000007 -0.47860499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012176919961487108 0.018457530748761709 0.01695873081500451 -0.0032700232109809861 leaf_weight=5.1996230588411008 5.5493422558065495 13.228414321667513 109.95967912560445 leaf_count=43 34 235 2191 internal_value=0 0.00871397 -0.00220931 internal_weight=0 18.428 115.509 internal_count=2503 278 2225 is_linear=0 shrinkage=0.0204111 Tree=3742 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=6.762 7.52628 2.90417 threshold=0.11588000000000001 -0.11437499999999999 -0.52786999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4894099088748902e-05 -0.00022067249738838028 -0.0001331538255995311 0.00023537960533512079 leaf_weight=42.607720953645185 2.402006407268348 62.295117296831449 21.854914133786224 leaf_count=313 30 1789 290 internal_value=0 -4.45946e-05 0.000189413 internal_weight=0 104.903 24.2569 internal_count=2422 2102 320 is_linear=0 shrinkage=0.000400217 Tree=3743 num_leaves=4 num_cat=0 split_feature=123 48 124 split_gain=4.21686 5.09999 3.40087 threshold=1.0000000180025095e-35 0.12649500000000002 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059385390032165586 0.016303525605689564 -0.017115660524898754 -0.0078964589394791892 leaf_weight=111.58514431337244 11.303743810160084 7.1002377170952959 2.9964486751705399 leaf_count=2216 162 56 45 internal_value=0 -0.000480734 0.0112107 internal_weight=0 118.685 14.3002 internal_count=2479 2272 207 is_linear=0 shrinkage=0.0204111 Tree=3744 num_leaves=4 num_cat=0 split_feature=124 13 1 split_gain=6.23167 6.10105 1.70261 threshold=-0.043384999999999993 -0.10939499999999998 0.099515000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010859681189236555 0.00014394961108744013 -8.2783911541304024e-05 0.00038337848596107241 leaf_weight=7.8880582601414044 23.546041644527577 96.711150054150494 6.7535176512319595 leaf_count=60 221 2045 149 internal_value=0 -3.82975e-05 0.000237289 internal_weight=0 120.257 14.6416 internal_count=2475 2266 209 is_linear=0 shrinkage=0.000400217 Tree=3745 num_leaves=4 num_cat=0 split_feature=43 11 453 split_gain=5.41832 7.67121 5.02023 threshold=-0.074459999999999985 0.081005000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0087452093644512108 -0.0012020654798788272 -0.021702088323181705 -0.024908868859026816 leaf_weight=43.466480763920117 77.675892603001557 3.6373721542768171 3.7976439464837304 leaf_count=876 1499 39 28 internal_value=0 0.00634817 -0.00233976 internal_weight=0 47.1039 81.4735 internal_count=2442 915 1527 is_linear=0 shrinkage=0.0204111 Tree=3746 num_leaves=4 num_cat=0 split_feature=42 38 40 split_gain=5.53426 5.13202 2.1989 threshold=-0.098504999999999981 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022482292021512213 0.0029081086702652569 -0.022745774636491998 0.0042755410303773472 leaf_weight=5.3595403418294145 124.04490334680304 3.224960977502632 1.6282267300412057 leaf_count=157 2248 41 10 internal_value=0 0.00223863 -0.0162783 internal_weight=0 127.27 6.98777 internal_count=2456 2289 167 is_linear=0 shrinkage=0.0204111 Tree=3747 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=6.74358 5.45138 1.43537 threshold=-0.49367499999999992 -0.074249999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0065287978963537371 -0.0019926151849501417 0.0068866698313039066 -0.026308672609735909 leaf_weight=2.4467440592125058 81.707241744996281 44.350811061449349 4.4193431180901817 leaf_count=28 1708 609 95 internal_value=0 0.00113471 -0.0194779 internal_weight=0 126.058 6.86609 internal_count=2440 2317 123 is_linear=0 shrinkage=0.0204111 Tree=3748 num_leaves=4 num_cat=0 split_feature=123 453 42 split_gain=6.65072 5.30111 2.35646 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010936949233503854 -0.0031990403453028126 -0.022480408013933684 0.01701084465631076 leaf_weight=111.77549220336368 3.0133739560842505 4.9353796670911825 11.176471112412399 leaf_count=2189 21 57 189 internal_value=0 -0.00201876 0.0127276 internal_weight=0 116.711 14.1898 internal_count=2456 2246 210 is_linear=0 shrinkage=0.0204111 Tree=3749 num_leaves=4 num_cat=0 split_feature=483 1 13 split_gain=4.80203 4.89819 0.206769 threshold=0.10297500000000001 0.099195000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9812243068227468e-05 -0.00030507140903122666 9.6445752135653959e-05 -0.00055527965277661206 leaf_weight=78.208015546522802 1.4433273111353631 54.375038176076487 2.0413897658581837 leaf_count=1769 81 609 22 internal_value=0 4.29968e-06 -0.00046437 internal_weight=0 132.583 3.48472 internal_count=2481 2378 103 is_linear=0 shrinkage=0.000400217 Tree=3750 num_leaves=4 num_cat=0 split_feature=3 484 0 split_gain=5.66863 5.86951 1.18779 threshold=0.18307500000000002 -0.0068949999999999992 -0.11749 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016281831705136782 0.0079100269814695243 0.00023470157298879758 0.02546429580445201 leaf_weight=9.5864274444174935 2.9681750840973109 118.32218464350444 3.7925531342625609 leaf_count=378 60 2005 54 internal_value=0 -0.00101633 0.0180118 internal_weight=0 127.909 6.76073 internal_count=2497 2383 114 is_linear=0 shrinkage=0.0204111 Tree=3751 num_leaves=4 num_cat=0 split_feature=2 4 2 split_gain=4.42007 7.76812 5.24601 threshold=0.073240000000000013 0.23716000000000004 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013324292872559849 0.020045730964287727 0.0088811297627734327 0.0014396760508353704 leaf_weight=20.422585137537684 6.6302652711456167 9.5538918069796619 99.662225294770906 leaf_count=480 155 97 1732 internal_value=0 -0.00624042 0.00262015 internal_weight=0 29.9765 106.292 internal_count=2464 577 1887 is_linear=0 shrinkage=0.0204111 Tree=3752 num_leaves=3 num_cat=0 split_feature=1444 160 split_gain=3.98229 5.09882 threshold=-0.082369999999999985 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.029255451509241144 -0.021750589832681341 0.001433047585620907 leaf_weight=1.9549800209933881 3.9704094621702088 123.93309825487086 leaf_count=34 185 2249 internal_value=0 0.000694981 internal_weight=0 127.904 internal_count=2468 2434 is_linear=0 shrinkage=0.0204111 Tree=3753 num_leaves=4 num_cat=0 split_feature=42 376 151 split_gain=5.33383 5.33701 1.5108 threshold=-0.108275 0.088055000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.4605506010033813e-05 1.864796301076992e-07 0.00047122639163911989 -0.00050568518051188687 leaf_weight=1.4106100268545558 124.92719126684824 3.863420719630084 4.0644369599176562 leaf_count=20 2255 46 130 internal_value=0 1.47136e-05 -0.000384715 internal_weight=0 128.791 5.47505 internal_count=2451 2301 150 is_linear=0 shrinkage=0.000400217 Tree=3754 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=4.30366 5.79831 threshold=-0.25626499999999997 0.11332500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029556643690518886 -0.0021793746837443077 0.0087316333672200191 leaf_weight=1.9658645871095348 98.602961661294103 25.42909862624947 leaf_count=19 2104 359 internal_value=0 6.34618e-05 internal_weight=0 124.032 internal_count=2482 2463 is_linear=0 shrinkage=0.0204111 Tree=3755 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=7.02412 12.2187 5.95904 threshold=0.077765000000000015 -0.059114999999999994 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036515258093244862 0.00081725340791874207 9.1296287972294368e-05 4.9438599167948224e-05 leaf_weight=18.99643377357279 1.5348642151802767 18.40599478315562 98.440207959793042 leaf_count=1141 5 138 1206 internal_value=0 -0.000140929 6.21275e-05 internal_weight=0 37.4024 99.9751 internal_count=2490 1279 1211 is_linear=0 shrinkage=0.000400217 Tree=3756 num_leaves=3 num_cat=0 split_feature=9 3 split_gain=4.60087 4.84394 threshold=-0.036024999999999995 -0.12077499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044525305096569835 0.00011925437288725096 -6.0471665857765292e-05 leaf_weight=3.4224896520609027 31.471643301832955 100.20315391384065 leaf_count=76 274 2177 internal_value=0 -1.74505e-05 internal_weight=0 131.675 internal_count=2527 2451 is_linear=0 shrinkage=0.000400217 Tree=3757 num_leaves=3 num_cat=0 split_feature=1374 131 split_gain=7.00984 4.95168 threshold=-0.094929999999999987 0.092410000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055504011798806336 1.3546837296882082e-05 -0.00032522046670079453 leaf_weight=3.7201934140175572 121.32738712208811 7.2161171049810937 leaf_count=37 2151 274 internal_value=0 -5.73721e-06 internal_weight=0 128.544 internal_count=2462 2425 is_linear=0 shrinkage=0.000400217 Tree=3758 num_leaves=4 num_cat=0 split_feature=43 0 43 split_gain=6.5255 5.73022 5.54335 threshold=-0.074459999999999985 -0.060094999999999989 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0339694316916119e-05 -0.00031213859690124295 0.00029243195853028391 -2.8052451817748561e-05 leaf_weight=32.464915300166467 12.831594358518485 17.785295415553264 73.533300167095149 leaf_count=824 615 166 880 internal_value=0 0.00011061 -7.06098e-05 internal_weight=0 50.2502 86.3649 internal_count=2485 990 1495 is_linear=0 shrinkage=0.000400217 Tree=3759 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=4.21856 5.2018 threshold=0.10386000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023081871547514128 -0.00052116032025759822 -1.6523777626834352e-05 leaf_weight=15.245990412193349 2.3122760475962414 120.19381626864197 leaf_count=201 26 2255 internal_value=0 1.14864e-05 internal_weight=0 135.44 internal_count=2482 2456 is_linear=0 shrinkage=0.000400217 Tree=3760 num_leaves=4 num_cat=0 split_feature=14 0 43 split_gain=6.77127 6.08794 0.146325 threshold=0.076175000000000007 -0.13314999999999996 -0.072364999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016256868363329522 -0.0003944785960757315 -1.7588374161539112e-05 -0.00064993794557240874 leaf_weight=46.009087465121411 1.5832205184269699 86.136136580869788 1.5586097964551289 leaf_count=281 34 2094 43 internal_value=0 4.52216e-05 -0.000539212 internal_weight=0 132.145 3.14183 internal_count=2452 2375 77 is_linear=0 shrinkage=0.000400217 Tree=3761 num_leaves=3 num_cat=0 split_feature=44 1374 split_gain=5.36293 5.32244 threshold=1.0000000180025095e-35 -0.43176999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00053710423324620311 -0.00041763083449065003 4.5596277340708086e-05 leaf_weight=2.447992078959941 4.2256355285644522 131.71085350142675 leaf_count=14 51 2426 internal_value=0 3.45247e-05 internal_weight=0 134.159 internal_count=2491 2440 is_linear=0 shrinkage=0.000400217 Tree=3762 num_leaves=4 num_cat=0 split_feature=14 376 48 split_gain=5.20524 4.55214 0.446883 threshold=0.076175000000000007 0.048375000000000008 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00094790035143875277 -0.030911899196705929 0.015405404865387329 -0.01449670363662592 leaf_weight=122.45973363152007 1.6408212138339879 9.6891254090005514 1.7654945055837732 leaf_count=2235 16 125 63 internal_value=0 0.00202007 -0.023136 internal_weight=0 132.149 3.40632 internal_count=2439 2360 79 is_linear=0 shrinkage=0.0204111 Tree=3763 num_leaves=3 num_cat=0 split_feature=1374 13 split_gain=4.34352 4.44929 threshold=-0.094929999999999987 -0.5356749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019298830986621454 -0.027826457412179349 0.0009171834741470412 leaf_weight=4.7248770347796372 2.1723327566869548 125.78624583978672 leaf_count=43 24 2405 internal_value=0 0.000405306 internal_weight=0 127.959 internal_count=2472 2429 is_linear=0 shrinkage=0.0204111 Tree=3764 num_leaves=4 num_cat=0 split_feature=484 456 147 split_gain=5.2319 5.0355 4.31378 threshold=-0.0068949999999999992 0.088355000000000003 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018638709106878242 0.002094340727749635 -0.02015146024566947 0.023864473417951962 leaf_weight=8.8725698567868658 120.00601912630373 4.2826787069207048 1.0220095813274372 leaf_count=394 2024 71 2 internal_value=0 0.00131036 -0.0140307 internal_weight=0 124.289 9.89458 internal_count=2491 2095 396 is_linear=0 shrinkage=0.0204111 Tree=3765 num_leaves=4 num_cat=0 split_feature=133 481 376 split_gain=4.89439 4.96672 4.06629 threshold=0.099280000000000021 -0.0079799999999999992 0.09475500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019318428321125344 -0.022130479150733601 0.0018218244248640529 0.013360076165383579 leaf_weight=4.7067434076452619 6.6377213830128294 118.28191728788079 1.5991950561292467 leaf_count=234 379 1851 15 internal_value=0 0.000995957 -0.0151532 internal_weight=0 122.989 8.23692 internal_count=2479 2085 394 is_linear=0 shrinkage=0.0204111 Tree=3766 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=4.61383 8.273 4.72358 threshold=0.094405000000000003 0.10812000000000001 -0.053009999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0051534917660204498 0.012197774541894619 0.017181192242902519 0.00075786355441898132 leaf_weight=61.877867154951673 23.421117462799884 7.666086869314312 41.694691352196969 leaf_count=1718 312 26 436 internal_value=0 -0.0026678 0.00488649 internal_weight=0 69.544 65.1158 internal_count=2492 1744 748 is_linear=0 shrinkage=0.0204111 Tree=3767 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=4.97126 6.49378 6.25458 threshold=-0.074459999999999985 -0.00051499999999999994 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014769126856359388 -0.017004230586822676 -0.0009120494512594808 0.013178193193488242 leaf_weight=27.718740686046658 12.081071657084975 73.07028413657099 21.437243004329503 leaf_count=713 622 903 285 internal_value=0 -0.0032145 0.0049297 internal_weight=0 85.1514 49.156 internal_count=2523 1525 998 is_linear=0 shrinkage=0.0204111 Tree=3768 num_leaves=4 num_cat=0 split_feature=13 0 1444 split_gain=5.2657 4.84609 4.48091 threshold=-0.10939499999999998 -0.14203999999999997 -0.083894999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016549580005925172 0.0005679131025348507 0.00027667143016472338 -3.0591956249132028e-05 leaf_weight=4.9246666713152107 1.9279114917735558 19.084787079016678 113.11505677111563 leaf_count=70 25 166 2214 internal_value=0 0.00018563 -2.00197e-05 internal_weight=0 24.0095 115.043 internal_count=2475 236 2239 is_linear=0 shrinkage=0.000400217 Tree=3769 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=4.79422 6.13339 threshold=-0.15747999999999998 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020411448732171933 -0.016132840392042311 0.00097228068386109368 leaf_weight=4.7294066892936817 9.3102063692058419 119.35359754267847 leaf_count=27 172 2274 internal_value=0 -0.000278409 internal_weight=0 128.664 internal_count=2473 2446 is_linear=0 shrinkage=0.0204111 Tree=3770 num_leaves=4 num_cat=0 split_feature=156 484 159 split_gain=4.00401 5.58263 4.96757 threshold=0.091255000000000017 0.085560000000000011 0.11792500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3150136489635979e-05 -0.00039741076766015973 0.00025266024234600875 0.00028731981790105728 leaf_weight=113.12530336601776 7.6213198858313245 14.136731505976057 2.0862294100224972 leaf_count=2028 184 222 31 internal_value=0 1.65732e-05 -0.000248658 internal_weight=0 127.262 9.70755 internal_count=2465 2250 215 is_linear=0 shrinkage=0.000400217 Tree=3771 num_leaves=4 num_cat=0 split_feature=42 49 148 split_gain=4.60179 8.57664 6.10173 threshold=0.091735000000000025 -0.015974999999999996 -0.084449999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021630219041854575 0.013025780738825318 -0.016720562500674465 0.003136157274239674 leaf_weight=4.1955877677537492 5.5133324000053134 14.313140414480584 109.92268758924911 leaf_count=57 55 468 1893 internal_value=0 -0.00842202 0.00220531 internal_weight=0 19.8265 114.118 internal_count=2473 523 1950 is_linear=0 shrinkage=0.0204111 Tree=3772 num_leaves=3 num_cat=0 split_feature=2 3 split_gain=4.28492 4.13562 threshold=-0.58149499999999998 -0.52412999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001893919103733746 0.0003875508357280689 -2.0390932482926107e-05 leaf_weight=0.081307910382746651 3.99184626340866 132.39630635999492 leaf_count=2 19 2489 internal_value=0 -8.14307e-06 internal_weight=0 136.388 internal_count=2510 2508 is_linear=0 shrinkage=0.000400217 Tree=3773 num_leaves=4 num_cat=0 split_feature=457 132 1 split_gain=7.05646 5.0779 4.2269 threshold=0.080930000000000016 0.081240000000000021 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0041860774509360713 -0.0036817891611287961 0.0095567767325380557 0.015113029427846687 leaf_weight=97.278253003998543 7.001990471500906 12.550041339709422 16.877101886318997 leaf_count=2068 83 238 122 internal_value=0 -0.00260755 0.00961042 internal_weight=0 109.828 23.8791 internal_count=2511 2306 205 is_linear=0 shrinkage=0.0204111 Tree=3774 num_leaves=4 num_cat=0 split_feature=0 1 47 split_gain=6.03875 9.9804 5.08502 threshold=-0.061889999999999994 0.094405000000000003 0.085270000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017996087338835456 6.1952515327242121e-05 9.1710953905420746e-05 0.00037887411799404934 leaf_weight=43.066207442199811 34.360693837399594 43.360909817391075 10.527399869635699 leaf_count=1528 391 454 76 internal_value=0 -4.37195e-05 0.000137036 internal_weight=0 86.4271 44.8881 internal_count=2449 1982 467 is_linear=0 shrinkage=0.000400217 Tree=3775 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.42344 8.07015 4.8432 threshold=0.098950000000000024 0.090810000000000016 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0057757741150567263 0.010143943430632872 0.010839900020157705 -0.002759294850617571 leaf_weight=61.852700269184425 31.644561663269997 15.048876618035136 19.534046485554427 leaf_count=1753 417 75 203 internal_value=0 -0.00251322 0.00522371 internal_weight=0 76.9016 51.1786 internal_count=2448 1828 620 is_linear=0 shrinkage=0.0204111 Tree=3776 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=7.63528 10.1847 9.23024 threshold=0.094090000000000021 -0.16270999999999997 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069831763240517184 -0.02028389840506457 -0.010672530584380398 0.0070759950524736746 leaf_weight=19.256179965217598 5.5468479112023479 45.805550571763888 55.976194138405845 leaf_count=110 102 1591 646 internal_value=0 -0.00544399 0.00457689 internal_weight=0 65.0617 61.523 internal_count=2449 1701 748 is_linear=0 shrinkage=0.0204111 Tree=3777 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=7.97678 8.18745 4.62738 threshold=1.0000000180025095e-35 -0.053259999999999995 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018406813228001494 0.0051221818686016767 0.0015419907374897793 -0.0052213460964861498 leaf_weight=17.778028808810632 73.476286602963228 16.424448503181338 23.762213348294608 leaf_count=1159 962 111 244 internal_value=0 -0.00885338 0.00259143 internal_weight=0 34.2025 97.2385 internal_count=2476 1270 1206 is_linear=0 shrinkage=0.0204111 Tree=3778 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=5.48224 5.39352 threshold=0.26577500000000004 -0.046074999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.028139211490388814 0.020720666995945214 -0.00024980428113855103 leaf_weight=2.8476005783304563 4.9667426222003987 121.01002049101226 leaf_count=31 102 2333 internal_value=0 -0.000915843 internal_weight=0 123.858 internal_count=2466 2364 is_linear=0 shrinkage=0.0204111 Tree=3779 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=4.05844 5.65577 threshold=-0.40186499999999997 0.088055000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00063895287601198228 8.6295157517087321e-06 0.00046489520627914616 leaf_weight=1.3858141996897746 134.50336606212659 4.3853097836254156 leaf_count=9 2427 51 internal_value=0 2.33987e-05 internal_weight=0 138.889 internal_count=2487 2478 is_linear=0 shrinkage=0.000400217 Tree=3780 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=5.19777 5.35595 threshold=0.10386000000000002 -0.10939499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010754844608054282 -0.029611913756680163 -1.5971785278960951e-05 leaf_weight=23.295157721382566 2.1051952029229133 107.88435570425645 leaf_count=224 28 2235 internal_value=0 0.00190428 internal_weight=0 131.18 internal_count=2487 2459 is_linear=0 shrinkage=0.0204111 Tree=3781 num_leaves=3 num_cat=0 split_feature=1456 1429 split_gain=5.27611 5.20098 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043019783907196897 -0.00052985434968002253 3.3815457660600336e-05 leaf_weight=4.1546084502188014 2.5656665035348842 126.41464982912294 leaf_count=221 106 2146 internal_value=0 2.21531e-05 internal_weight=0 128.98 internal_count=2473 2252 is_linear=0 shrinkage=0.000400217 Tree=3782 num_leaves=4 num_cat=0 split_feature=1 12 1 split_gain=4.62091 7.31011 2.8968 threshold=0.12337000000000002 0.09857500000000001 0.13271500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7926983491124646e-06 0.0004639716745967201 -0.00033051191840207094 8.9172423654649589e-05 leaf_weight=105.61003414154402 4.753256977768614 11.215421456610782 10.515692916465921 leaf_count=1951 48 319 183 internal_value=0 -2.49704e-05 0.000208376 internal_weight=0 116.825 15.2689 internal_count=2501 2270 231 is_linear=0 shrinkage=0.000400217 Tree=3783 num_leaves=4 num_cat=0 split_feature=43 11 3 split_gain=5.77286 8.53975 5.65715 threshold=-0.074459999999999985 0.087830000000000005 0.30863500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0081198080706209406 -0.0043153084397980993 -0.024105465229097799 0.020588181258469635 leaf_weight=45.053699011070421 80.164809624140617 3.5992853104835367 3.8790611430304116 leaf_count=932 1397 33 93 internal_value=0 0.00568595 -0.00314002 internal_weight=0 48.653 84.0439 internal_count=2455 965 1490 is_linear=0 shrinkage=0.0204111 Tree=3784 num_leaves=4 num_cat=0 split_feature=13 484 0 split_gain=5.01565 4.67772 3.26482 threshold=-0.23438999999999996 -0.0068949999999999992 0.0057300000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040508532781535739 -0.00026757133048455897 1.5599519771259678e-05 -1.8263750010319503e-05 leaf_weight=8.1562343735713494 10.068643187056294 113.59357239119709 4.4945476745488113 leaf_count=109 388 1948 24 internal_value=0 -7.67759e-06 0.000255838 internal_weight=0 123.662 12.6508 internal_count=2469 2336 133 is_linear=0 shrinkage=0.000400217 Tree=3785 num_leaves=4 num_cat=0 split_feature=14 1429 48 split_gain=4.74726 4.67299 0.62846 threshold=0.062655000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023594829316432506 -0.029932651049823886 0.0022245917175765266 -0.012439157145237136 leaf_weight=2.8786882454878642 1.7608574398327621 124.91600503484369 2.0954020319040856 leaf_count=118 16 2280 69 internal_value=0 0.00162284 -0.0210463 internal_weight=0 127.795 3.85626 internal_count=2483 2398 85 is_linear=0 shrinkage=0.0204111 Tree=3786 num_leaves=3 num_cat=0 split_feature=3 1444 split_gain=4.42998 4.4319 threshold=-0.53670499999999988 -0.083894999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026302374194121219 0.030524878184207641 -0.00014566225884195768 leaf_weight=2.6861981432884923 1.882250795373692 124.59722643213172 leaf_count=17 25 2416 internal_value=0 0.000337368 internal_weight=0 126.479 internal_count=2458 2441 is_linear=0 shrinkage=0.0204111 Tree=3787 num_leaves=4 num_cat=0 split_feature=1 14 16 split_gain=4.42703 5.45833 1.8994 threshold=0.13662500000000002 0.062655000000000016 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3478451443354679e-05 0.00044705127946957748 -0.00053460646407362759 4.1215232117788048e-05 leaf_weight=123.45477021855186 4.5219771957490593 3.1937830803217357 3.1126204964239141 leaf_count=2224 96 74 41 internal_value=0 -2.70807e-05 0.000284579 internal_weight=0 126.649 7.6346 internal_count=2435 2298 137 is_linear=0 shrinkage=0.000400217 Tree=3788 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=5.16443 6.57188 5.84484 threshold=0.094435000000000005 -0.083954999999999988 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.040176133970137e-05 -0.00028232288436218656 -0.00016584824495824256 0.00011961303286634008 leaf_weight=24.514304468524642 6.3260277195367953 45.898536855936982 58.353241714881733 leaf_count=398 106 1320 641 internal_value=0 -7.66326e-05 7.98813e-05 internal_weight=0 70.4128 64.6793 internal_count=2465 1718 747 is_linear=0 shrinkage=0.000400217 Tree=3789 num_leaves=4 num_cat=0 split_feature=2 14 2 split_gain=4.82791 5.99137 0.173231 threshold=0.14846500000000004 0.062655000000000016 0.16634000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4340957645462092e-06 0.00024070688584998295 -0.0005342393559473245 0.00039849247693627337 leaf_weight=125.76722959685139 2.7077804394066325 3.3753781451378009 3.67442704399582 leaf_count=2309 46 80 63 internal_value=0 -1.67845e-05 0.000336853 internal_weight=0 129.143 6.38221 internal_count=2498 2389 109 is_linear=0 shrinkage=0.000400217 Tree=3790 num_leaves=3 num_cat=0 split_feature=1456 1456 split_gain=5.83097 5.24355 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042980577143419165 3.9222902571418678e-05 -0.00041502138982278002 leaf_weight=4.5834276772511648 123.67007953021675 4.0971930047962806 leaf_count=224 1992 217 internal_value=0 2.43057e-05 internal_weight=0 127.767 internal_count=2433 2209 is_linear=0 shrinkage=0.000400217 Tree=3791 num_leaves=4 num_cat=0 split_feature=1 47 43 split_gain=4.34077 6.46958 6.40898 threshold=0.089790000000000023 0.086785000000000015 0.14198000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000156153141978023 0.00011996361250559331 -0.00012834256203873617 0.00025919993649917513 leaf_weight=46.378275647235569 55.224807241582312 24.034034384647384 6.7208841428218866 leaf_count=1369 698 225 145 internal_value=0 4.45937e-05 -0.000103146 internal_weight=0 79.2588 53.0992 internal_count=2437 923 1514 is_linear=0 shrinkage=0.000400217 Tree=3792 num_leaves=4 num_cat=0 split_feature=43 43 13 split_gain=6.28713 6.49295 0.418942 threshold=0.25619500000000001 0.053180000000000012 -0.18749999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1464968637871721e-05 -0.00072613266370831833 0.00025367072703853702 -0.00038454088648300425 leaf_weight=116.24235307806521 0.98020644765347276 16.838606746634468 2.8632434465107499 leaf_count=2130 8 211 139 internal_value=0 2.22674e-05 -0.000489747 internal_weight=0 133.081 3.84345 internal_count=2488 2341 147 is_linear=0 shrinkage=0.000400217 Tree=3793 num_leaves=4 num_cat=0 split_feature=4 52 44 split_gain=4.75794 6.94438 5.51084 threshold=-0.26545999999999997 0.091360000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045353824044000576 2.2248674710403055e-05 6.6496135552383427e-05 -0.00059470847340707537 leaf_weight=9.0364949153736251 111.44788911630167 7.4266475886106482 2.2562830690294495 leaf_count=143 2229 43 33 internal_value=0 -0.000220082 9.43311e-06 internal_weight=0 16.4631 113.704 internal_count=2448 186 2262 is_linear=0 shrinkage=0.000400217 Tree=3794 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=8.47204 11.5955 11.4804 threshold=-0.10674499999999999 -0.075969999999999996 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019551090808504718 -0.00031016616689906571 2.1613491740092044e-05 -0.00025654473116510046 leaf_weight=49.398837040411308 24.963240445533302 51.53854364703875 10.895661741495131 leaf_count=368 1227 808 79 internal_value=0 -8.69444e-05 0.000113497 internal_weight=0 76.5018 60.2945 internal_count=2482 2035 447 is_linear=0 shrinkage=0.000400217 Tree=3795 num_leaves=4 num_cat=0 split_feature=43 157 11 split_gain=4.26806 6.77147 6.14804 threshold=-0.074459999999999985 -0.060134999999999994 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065807263932560764 0.010490636253304609 -0.0054495123041260266 -0.024054117756791692 leaf_weight=44.659963816375239 13.075602552475173 70.271263570670271 2.7974275809247038 leaf_count=929 143 1321 29 internal_value=0 -0.00293807 0.00472255 internal_weight=0 83.3469 47.4574 internal_count=2422 1464 958 is_linear=0 shrinkage=0.0204111 Tree=3796 num_leaves=4 num_cat=0 split_feature=4 15 13 split_gain=6.05547 5.37052 1.78198 threshold=-0.49367499999999992 0.084050000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010302219792760918 2.9632728388298309e-05 -0.00023190160739285662 -0.00051232332933007728 leaf_weight=2.7128286426886916 108.90144650012371 14.104331007518338 4.7970808963291338 leaf_count=35 1527 838 95 internal_value=0 -5.39464e-07 -0.000368156 internal_weight=0 123.006 7.50991 internal_count=2495 2365 130 is_linear=0 shrinkage=0.000400217 Tree=3797 num_leaves=4 num_cat=0 split_feature=13 15 15 split_gain=6.10903 6.31175 0.584537 threshold=-0.23438999999999996 -0.37478999999999996 -0.0036549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018152231859808288 0.0002774742756249893 -4.253625827895765e-05 0.00036870251962598167 leaf_weight=5.2073367906268686 10.70789705950301 112.63064819783904 6.4304856690578145 leaf_count=86 129 2194 38 internal_value=0 -1.45274e-05 0.000287477 internal_weight=0 123.339 11.6378 internal_count=2447 2323 124 is_linear=0 shrinkage=0.000400217 Tree=3798 num_leaves=4 num_cat=0 split_feature=133 158 1 split_gain=4.55671 5.45077 3.53591 threshold=0.099280000000000021 0.084765000000000021 0.10312500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023248523434485449 -0.022451405566166992 -0.013465309405806853 0.010350675925390544 leaf_weight=113.32433775119716 5.9210681987024136 9.7916145573835802 1.6983226903248576 leaf_count=1826 333 243 45 internal_value=0 0.00105794 -0.015096 internal_weight=0 123.116 7.61939 internal_count=2447 2069 378 is_linear=0 shrinkage=0.0204111 Tree=3799 num_leaves=4 num_cat=0 split_feature=4 402 47 split_gain=5.97449 5.27781 5.08338 threshold=0.27626000000000001 0.088090000000000016 0.10954500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9662878553819316e-06 0.00029499187358514957 -0.0004141823515172634 -0.00022256640837130557 leaf_weight=112.13081723928917 17.972049556556161 5.0941043630300546 3.5680188219994298 leaf_count=1987 247 237 24 internal_value=0 -2.02576e-05 0.000208553 internal_weight=0 117.225 21.5401 internal_count=2495 2224 271 is_linear=0 shrinkage=0.000400217 Tree=3800 num_leaves=4 num_cat=0 split_feature=11 43 4 split_gain=4.6004 6.04132 3.77154 threshold=0.081365000000000007 -0.50992999999999988 0.30163500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.023926778719456112 -0.0259635510533794 0.00075392411324768976 -0.0012528454086801126 leaf_weight=4.7726653674617401 4.5992884665611182 116.16240659807227 5.6967433504760265 leaf_count=33 100 2298 38 internal_value=0 0.00168972 -0.0124518 internal_weight=0 120.935 10.296 internal_count=2469 2331 138 is_linear=0 shrinkage=0.0204111 Tree=3801 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=4.96085 4.81096 1.4899 threshold=-0.49367499999999992 -0.018054999999999998 -0.027164999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026544837173098718 -0.0016793522190928899 0.0089445214860285616 -0.0076600103390350857 leaf_weight=3.487753739580512 99.054247763080639 21.520018956856802 3.6181861651130012 leaf_count=66 2179 182 55 internal_value=0 0.000223329 -0.0171971 internal_weight=0 120.574 7.10594 internal_count=2482 2361 121 is_linear=0 shrinkage=0.0204111 Tree=3802 num_leaves=3 num_cat=0 split_feature=160 159 split_gain=5.69961 4.43515 threshold=-0.40446999999999994 -0.47612499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02310277484140677 0.048108711158359616 0.0019673043990199924 leaf_weight=3.681909965875092 0.76211108476854761 127.92082163506711 leaf_count=186 8 2290 internal_value=0 0.00228216 internal_weight=0 128.683 internal_count=2484 2298 is_linear=0 shrinkage=0.0204111 Tree=3803 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=4.37921 7.07813 5.8429 threshold=0.11332500000000002 0.11379500000000002 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013526618852437375 -0.02438212432115703 -0.021021840571317261 0.0088839101684453445 leaf_weight=92.964455946130329 2.2944930791854885 8.1930843056179565 26.004423851147294 leaf_count=1769 12 323 341 internal_value=0 -0.00296722 0.00610122 internal_weight=0 101.158 28.2989 internal_count=2445 2092 353 is_linear=0 shrinkage=0.0204111 Tree=3804 num_leaves=3 num_cat=0 split_feature=1444 157 split_gain=4.30917 4.45357 threshold=-0.084274999999999989 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00056912299012794624 -0.00033513338746523242 -1.409420809062204e-06 leaf_weight=1.9166428018943396 6.643244122125906 123.59883497501141 leaf_count=30 176 2267 internal_value=0 -1.87049e-05 internal_weight=0 130.242 internal_count=2473 2443 is_linear=0 shrinkage=0.000400217 Tree=3805 num_leaves=3 num_cat=0 split_feature=2 457 split_gain=4.52022 4.78738 threshold=0.16826500000000003 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.6694115265974841e-05 0.00040633922133237054 0.00014103460005645505 leaf_weight=108.35172657246585 3.976121333660557 23.832757029915228 leaf_count=2207 62 203 internal_value=0 -2.09546e-05 internal_weight=0 132.184 internal_count=2472 2410 is_linear=0 shrinkage=0.000400217 Tree=3806 num_leaves=3 num_cat=0 split_feature=1456 41 split_gain=5.78324 4.17638 threshold=-1.0000000180025095e-35 0.07831500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043504587894418475 4.3768067833675964e-05 -0.00021859178237632599 leaf_weight=4.4636510523851021 120.6646645051369 10.457912140525876 leaf_count=224 2122 119 internal_value=0 2.26744e-05 internal_weight=0 131.123 internal_count=2465 2241 is_linear=0 shrinkage=0.000400217 Tree=3807 num_leaves=4 num_cat=0 split_feature=1 159 3 split_gain=3.99905 7.11635 3.88317 threshold=0.10114000000000002 0.093660000000000007 0.089990000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055212288166178508 0.0095955888081105181 -0.023321878057951724 -0.0019644218234691657 leaf_weight=71.843177190385177 30.357878299662843 6.1015202131820834 20.032579089631326 leaf_count=1689 410 150 199 internal_value=0 -0.00236544 0.00500577 internal_weight=0 77.9447 50.3905 internal_count=2448 1839 609 is_linear=0 shrinkage=0.0204111 Tree=3808 num_leaves=4 num_cat=0 split_feature=4 15 48 split_gain=6.62404 7.9534 5.81484 threshold=0.27626000000000001 -0.095584999999999989 0.12230500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003092661242112577 0.00024900912945515451 -1.93062172567983e-05 -0.00032059400659360126 leaf_weight=18.106286210299004 19.83447490318213 90.131286318530329 3.2544828448444596 leaf_count=267 246 1913 19 internal_value=0 -6.8081e-05 0.000167562 internal_weight=0 108.238 23.089 internal_count=2445 2180 265 is_linear=0 shrinkage=0.000400217 Tree=3809 num_leaves=4 num_cat=0 split_feature=128 43 15 split_gain=4.37549 4.38094 0.153491 threshold=0.089290000000000022 0.25619500000000001 -0.10653 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5979532254611373e-05 -0.00018296641697239751 -0.00038140862619112534 -0.00045412841714650472 leaf_weight=130.34463483866421 0.61366841878043521 4.0446228475484522 3.0239228778809766 leaf_count=2201 10 121 143 internal_value=0 2.31106e-05 -0.000415213 internal_weight=0 134.389 3.63759 internal_count=2475 2322 153 is_linear=0 shrinkage=0.000400217 Tree=3810 num_leaves=3 num_cat=0 split_feature=1374 2 split_gain=4.36371 4.17557 threshold=-0.035729999999999991 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037312013808943757 -0.0018344066842486189 3.0595621317422137e-06 leaf_weight=5.108041168190538 0.086433174088596298 127.56103537016315 leaf_count=52 2 2410 internal_value=0 2.08794e-07 internal_weight=0 127.647 internal_count=2464 2412 is_linear=0 shrinkage=0.000400217 Tree=3811 num_leaves=4 num_cat=0 split_feature=52 52 16 split_gain=5.68019 7.1557 6.0953 threshold=-0.049149999999999992 -0.42985499999999993 -0.54225499999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041097868096587824 0.0002606460862266215 0.00012581993168576865 -0.00012516664256860178 leaf_weight=4.2419857635104554 7.0931261060759416 46.237973621929996 73.808035731490236 leaf_count=237 68 526 1668 internal_value=0 7.99014e-05 -9.10265e-05 internal_weight=0 50.48 80.9012 internal_count=2499 763 1736 is_linear=0 shrinkage=0.000400217 Tree=3812 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=7.66456 4.61436 4.21669 threshold=0.18897000000000003 -0.42985499999999993 -0.06568499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0209525969742629 0.011240925050381129 0.0018853010548411132 -0.025238679770307311 leaf_weight=3.6925379906024309 1.5489335478050632 118.32229766616365 7.0686530968232528 leaf_count=211 23 1984 254 internal_value=0 0.00117558 -0.0186217 internal_weight=0 122.015 8.61759 internal_count=2472 2195 277 is_linear=0 shrinkage=0.0204111 Tree=3813 num_leaves=4 num_cat=0 split_feature=15 16 1456 split_gain=4.70966 8.77553 4.62925 threshold=0.077615000000000003 -0.24404999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.2393587559152936e-05 0.00022535505345035569 -0.00039671440157092256 -0.00039515549190172411 leaf_weight=114.45517918406404 5.1402285464573678 11.796935182181185 4.0934235299064303 leaf_count=1418 52 857 168 internal_value=0 -0.000207684 1.72716e-05 internal_weight=0 16.9372 118.549 internal_count=2495 909 1586 is_linear=0 shrinkage=0.000400217 Tree=3814 num_leaves=3 num_cat=0 split_feature=159 484 split_gain=4.18866 4.05887 threshold=-0.50206999999999991 0.085515000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.042936099669206161 -0.0016980908813174194 0.008919034185674371 leaf_weight=0.82734813285060127 115.30411945139349 17.130302973848302 leaf_count=27 2214 248 internal_value=0 -0.000318399 internal_weight=0 132.434 internal_count=2489 2462 is_linear=0 shrinkage=0.0204111 Tree=3815 num_leaves=4 num_cat=0 split_feature=159 159 12 split_gain=4.42193 6.17263 4.1271 threshold=-0.032739999999999991 -0.027939999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021070858323277215 0.00078507621164511647 1.3278405711470422e-05 -0.00038805274578648124 leaf_weight=2.3245796025730669 1.5717526851221908 117.25409535111976 7.80518088233657 leaf_count=20 6 2067 317 internal_value=0 2.42167e-05 -0.000249847 internal_weight=0 118.826 10.1298 internal_count=2410 2073 337 is_linear=0 shrinkage=0.000400217 Tree=3816 num_leaves=4 num_cat=0 split_feature=12 3 1429 split_gain=4.41586 8.36973 5.9318 threshold=0.084045000000000022 0.10812000000000001 0.084545000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010086910750137126 -0.0076705136797599336 0.01810941900884333 0.019917486833614658 leaf_weight=71.805498008761788 46.737148160711513 5.8012296804226926 7.5378080618102095 leaf_count=765 1639 24 54 internal_value=0 -0.00479146 0.00283061 internal_weight=0 52.5384 79.3433 internal_count=2482 1663 819 is_linear=0 shrinkage=0.0204111 Tree=3817 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=4.37242 5.34736 threshold=-0.5356749999999999 -0.10939499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050367861402242852 0.00020827449462797862 -1.7579004754432226e-05 leaf_weight=2.5222784182988098 19.733044983935542 109.02616158899036 leaf_count=24 204 2185 internal_value=0 1.71851e-05 internal_weight=0 128.759 internal_count=2413 2389 is_linear=0 shrinkage=0.000400217 Tree=3818 num_leaves=4 num_cat=0 split_feature=14 457 160 split_gain=4.27867 4.43762 0.394533 threshold=0.076175000000000007 0.080930000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00087948786111490148 -0.029366383661914991 0.009068514925035567 -0.013640399078663882 leaf_weight=110.39681069897779 1.6782123083248737 22.371127743972465 1.6304105520248402 leaf_count=2182 37 195 42 internal_value=0 0.000802959 -0.0223172 internal_weight=0 132.768 3.30862 internal_count=2456 2377 79 is_linear=0 shrinkage=0.0204111 Tree=3819 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.45207 5.53765 threshold=-0.094929999999999987 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041525932912147586 -2.9315009515239087e-05 0.00020779640591276122 leaf_weight=4.0845251674763849 114.06404748873319 18.194117535371333 leaf_count=41 2253 179 internal_value=0 3.45144e-06 internal_weight=0 132.258 internal_count=2473 2432 is_linear=0 shrinkage=0.000400217 Tree=3820 num_leaves=4 num_cat=0 split_feature=0 48 1 split_gain=8.21756 8.36911 7.61756 threshold=-0.10674499999999999 0.12649500000000002 0.13662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001255385810264065 -0.00016600751372825229 -0.00042624414881053089 0.00024538022032056264 leaf_weight=52.034537881845608 67.570732040854637 4.6996640682336865 7.9694222630932918 leaf_count=403 1947 32 108 internal_value=0 7.90813e-05 -0.000122308 internal_weight=0 56.7342 75.5402 internal_count=2490 435 2055 is_linear=0 shrinkage=0.000400217 Tree=3821 num_leaves=4 num_cat=0 split_feature=2 14 1 split_gain=4.79917 5.91663 0.516402 threshold=0.14753000000000002 0.076175000000000007 0.12205500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2895172617232434e-07 0.00012484373226989736 -0.00053553747983031556 0.00039035138512901873 leaf_weight=123.1384374469053 1.6883829981088627 3.2753171491203821 5.149606088292785 leaf_count=2264 36 79 81 internal_value=0 -1.37245e-05 0.000327862 internal_weight=0 126.414 6.83799 internal_count=2460 2343 117 is_linear=0 shrinkage=0.000400217 Tree=3822 num_leaves=3 num_cat=0 split_feature=4 13 split_gain=4.95186 4.28474 threshold=0.51087000000000005 -0.5356749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00049527445162519371 0.00041119869709810969 1.6953201018368887e-05 leaf_weight=2.5587102985009542 4.9169574989937237 127.02972584706731 leaf_count=24 110 2294 internal_value=0 6.42049e-06 internal_weight=0 129.588 internal_count=2428 2318 is_linear=0 shrinkage=0.000400217 Tree=3823 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=4.64999 7.85194 4.66788 threshold=0.094405000000000003 -0.12077499999999998 -0.41417999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0072804303024410566 -0.019146441273678053 -0.0080314224335498903 0.0053184932379855415 leaf_weight=19.33336624270305 3.3296980247832826 49.365071317573893 58.920126277138479 leaf_count=143 82 1584 662 internal_value=0 -0.00371747 0.00397785 internal_weight=0 68.6984 62.2498 internal_count=2471 1727 744 is_linear=0 shrinkage=0.0204111 Tree=3824 num_leaves=4 num_cat=0 split_feature=15 4 46 split_gain=6.41481 7.44323 5.51899 threshold=0.084050000000000014 0.18599000000000002 0.084955000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5768319103358794e-05 -0.00038204244260372361 0.00029072616694285206 -0.00047324158309700043 leaf_weight=118.52939540948137 11.788315899670122 3.2930520523805162 3.1339855520054689 leaf_count=1606 842 19 39 internal_value=0 -0.000234082 4.17187e-05 internal_weight=0 15.0814 121.663 internal_count=2506 861 1645 is_linear=0 shrinkage=0.000400217 Tree=3825 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=4.10514 7.23341 threshold=-0.40186499999999997 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00064482207095218063 7.0659407890887047e-06 0.00040750097860128647 leaf_weight=1.3466131631284941 124.42967174810474 7.5593281977344295 leaf_count=8 2301 138 internal_value=0 3.03258e-05 internal_weight=0 131.989 internal_count=2447 2439 is_linear=0 shrinkage=0.000400217 Tree=3826 num_leaves=4 num_cat=0 split_feature=15 151 39 split_gain=8.44907 5.18998 3.49533 threshold=0.091545000000000015 -0.27336999999999995 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023763256007423687 -0.02439865425324891 0.0020471422296694584 0.016790098110922937 leaf_weight=3.2280282028950742 7.4263545493886323 115.22585706181417 0.88941145595163096 leaf_count=52 386 2000 12 internal_value=0 0.001322 -0.0198288 internal_weight=0 118.454 8.31577 internal_count=2450 2052 398 is_linear=0 shrinkage=0.0204111 Tree=3827 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=5.3376 8.48457 6.44593 threshold=-0.062109999999999992 0.081320000000000017 0.082495000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019176407323091441 0.011208910950517631 -0.012658601202309825 -0.0080329400815949119 leaf_weight=72.654962397893541 34.654702728614211 21.457780566997826 9.0782266784226504 leaf_count=1777 370 275 92 internal_value=0 -0.00141685 0.00720431 internal_weight=0 94.1127 43.7329 internal_count=2514 2052 462 is_linear=0 shrinkage=0.0204111 Tree=3828 num_leaves=4 num_cat=0 split_feature=3 3 42 split_gain=4.94437 10.7917 6.4624 threshold=-0.097754999999999995 -0.077774999999999983 0.094055000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019436131881679018 -0.00035060155663865821 1.8257995796997617e-05 -0.00022860917560536226 leaf_weight=34.957702896441333 14.983470105828017 80.156212108209729 6.8309647995047262 leaf_count=332 1048 1031 63 internal_value=0 -4.01772e-05 0.000124795 internal_weight=0 95.1397 41.7887 internal_count=2474 2079 395 is_linear=0 shrinkage=0.000400217 Tree=3829 num_leaves=4 num_cat=0 split_feature=13 15 160 split_gain=5.91138 8.08058 6.03815 threshold=-0.084024999999999975 0.035895000000000003 -0.082024999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014845039409167069 -0.0015407080679234577 -0.019303015155891976 0.0089371283798787785 leaf_weight=5.0541087826131834 77.841899450664641 12.258026029012397 32.203631730371853 leaf_count=194 1010 715 519 internal_value=0 -0.00397822 0.0056762 internal_weight=0 90.0999 37.2577 internal_count=2438 1725 713 is_linear=0 shrinkage=0.0204111 Tree=3830 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=4.48178 5.37331 0.390944 threshold=0.50657000000000008 -0.10770499999999998 0.11091000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036505595482636596 0.0059314960978909198 -0.0051214721223877433 0.018319040319960404 leaf_weight=50.09892872069031 1.5068795774132002 69.072211258971947 5.1375901909777895 leaf_count=396 10 1914 122 internal_value=0 -0.00143379 0.0156546 internal_weight=0 119.171 6.64447 internal_count=2442 2310 132 is_linear=0 shrinkage=0.0204111 Tree=3831 num_leaves=4 num_cat=0 split_feature=13 1444 2 split_gain=5.7667 4.21142 2.18239 threshold=-0.24588999999999997 -0.084274999999999989 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025448285741236261 0.02868218354295889 -0.00075663384285569121 0.0066074033820773467 leaf_weight=4.7986573395319265 1.9468663681764145 121.36348734717467 5.5800297467503697 leaf_count=30 28 2337 95 internal_value=0 -0.000266245 0.0154973 internal_weight=0 123.31 10.3787 internal_count=2490 2365 125 is_linear=0 shrinkage=0.0204111 Tree=3832 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=4.94868 4.38211 threshold=-0.43429999999999996 -0.59414999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032644871374247847 -0.095718159833657543 0.0011592713419245626 leaf_weight=1.7336973058991123 0.082859667018054917 129.42249234273913 leaf_count=12 2 2441 internal_value=0 0.00101466 internal_weight=0 129.505 internal_count=2455 2443 is_linear=0 shrinkage=0.0204111 Tree=3833 num_leaves=4 num_cat=0 split_feature=52 2 12 split_gain=6.74802 5.39801 1.81788 threshold=-0.24526499999999998 0.097940000000000013 -0.064689999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020205105910240751 -6.5120386790558214e-05 0.00010189852979289459 -0.00044493895464814724 leaf_weight=0.70876159367617209 74.233942294231383 53.044727994507411 6.8435595594055476 leaf_count=8 1559 602 274 internal_value=0 4.51489e-06 -0.000382156 internal_weight=0 127.279 7.55232 internal_count=2443 2161 282 is_linear=0 shrinkage=0.000400217 Tree=3834 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=3.85131 4.06227 threshold=-0.094929999999999987 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037480779503986495 -0.00034600853224411214 3.9669928356930422e-05 leaf_weight=3.849512019660323 4.424841755651868 122.41487283454626 leaf_count=43 283 2144 internal_value=0 2.59221e-05 internal_weight=0 126.84 internal_count=2470 2427 is_linear=0 shrinkage=0.000400217 Tree=3835 num_leaves=3 num_cat=0 split_feature=1456 1 split_gain=5.10073 4.81164 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022156124747076473 -0.0064747840629390749 0.0026073431286905671 leaf_weight=4.2886401712603393 32.940725452746847 91.687649393221363 leaf_count=210 1132 1133 internal_value=0 0.000203174 internal_weight=0 124.628 internal_count=2475 2265 is_linear=0 shrinkage=0.0204111 Tree=3836 num_leaves=3 num_cat=0 split_feature=151 3 split_gain=4.30597 4.01942 threshold=-0.51118499999999989 -0.52412999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025487614578583031 0.022794586461769427 0.00016554393640287921 leaf_weight=2.5473891579313195 3.244663428515195 126.9494650047709 leaf_count=42 20 2405 internal_value=0 0.000748601 internal_weight=0 130.194 internal_count=2467 2425 is_linear=0 shrinkage=0.0204111 Tree=3837 num_leaves=3 num_cat=0 split_feature=1456 403 split_gain=5.61936 4.43987 threshold=-1.0000000180025095e-35 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043353012525231921 -0.00037011359188625841 3.387751702700594e-05 leaf_weight=4.4086833357287096 4.3984976640494997 128.45686275957269 leaf_count=222 296 1987 internal_value=0 2.0202e-05 internal_weight=0 132.855 internal_count=2505 2283 is_linear=0 shrinkage=0.000400217 Tree=3838 num_leaves=4 num_cat=0 split_feature=484 133 40 split_gain=5.0661 5.16123 3.9976 threshold=-0.0068949999999999992 0.099280000000000021 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013618779079694969 0.0021037457156014632 -0.015863129249052716 -0.020148541384921934 leaf_weight=1.6947690178640176 109.55586754067917 6.9801913862465872 8.0785905716475082 leaf_count=15 1723 318 390 internal_value=0 0.00101339 -0.0142051 internal_weight=0 116.536 9.77336 internal_count=2446 2041 405 is_linear=0 shrinkage=0.0204111 Tree=3839 num_leaves=4 num_cat=0 split_feature=1456 1213 52 split_gain=4.58331 3.94925 0.396984 threshold=1.0000000180025095e-35 -0.082704999999999987 -0.023409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042642464262334598 -0.00019747147807102895 3.6142839802661684e-05 -0.00048081010315653244 leaf_weight=2.9139371872879556 1.4170457923610227 129.15383321969421 2.7961816387251011 leaf_count=224 80 2013 146 internal_value=0 2.55842e-05 -0.000393093 internal_weight=0 132.068 4.21323 internal_count=2463 2237 226 is_linear=0 shrinkage=0.000400217 Tree=3840 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=5.27407 8.80791 5.09674 threshold=-0.097754999999999995 0.094435000000000005 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010407286345159132 -0.0098076733058057464 0.002953202150292883 -0.0065767926710104405 leaf_weight=28.32856667006854 42.22614580555819 48.092250704648905 9.8451724428450671 leaf_count=235 1485 602 126 internal_value=0 -0.00301759 0.0060206 internal_weight=0 90.3184 38.1737 internal_count=2448 2087 361 is_linear=0 shrinkage=0.0204111 Tree=3841 num_leaves=4 num_cat=0 split_feature=41 2 4 split_gain=3.93758 5.41645 2.3568 threshold=0.079885000000000025 -0.58149499999999998 0.38865500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.11390322899554881 -0.024156943849942616 0.0019327152736319912 -0.0012384043585581112 leaf_weight=0.056464113295077278 3.8885868021752676 122.57066151195613 3.5327584804035723 leaf_count=1 65 2369 30 internal_value=0 0.00177552 -0.0134277 internal_weight=0 122.627 7.42135 internal_count=2465 2370 95 is_linear=0 shrinkage=0.0204111 Tree=3842 num_leaves=4 num_cat=0 split_feature=123 456 2 split_gain=4.35474 5.49077 2.79251 threshold=1.0000000180025095e-35 0.087015000000000023 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7972973336485778e-05 -0.0019502161057724479 -0.021079286206974232 0.018491045434844249 leaf_weight=111.92121784428309 4.1482861033873624 5.2941039364086455 8.234371559461577 leaf_count=2116 91 133 114 internal_value=0 -0.000988429 0.011687 internal_weight=0 117.215 12.3827 internal_count=2454 2249 205 is_linear=0 shrinkage=0.0204111 Tree=3843 num_leaves=3 num_cat=0 split_feature=9 15 split_gain=5.1259 4.83578 threshold=-1.0000000180025095e-35 0.035895000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045985487826048668 1.3426395187231951e-05 -0.00020097522399771124 leaf_weight=3.5592887756647533 108.86430284718517 19.821367740019923 leaf_count=69 1473 929 internal_value=0 -1.97437e-05 internal_weight=0 128.686 internal_count=2471 2402 is_linear=0 shrinkage=0.000400217 Tree=3844 num_leaves=4 num_cat=0 split_feature=456 52 12 split_gain=4.86931 4.90078 3.81083 threshold=0.085215000000000013 -0.42985499999999993 -0.024179999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000409062453119941 0.00016554457273399307 3.8846849553334135e-05 -0.0005073368565682774 leaf_weight=3.9334856331988695 1.7916975654661653 119.42763988574734 4.8249783241772084 leaf_count=210 19 2102 136 internal_value=0 2.42068e-05 -0.000325408 internal_weight=0 123.361 6.61668 internal_count=2467 2312 155 is_linear=0 shrinkage=0.000400217 Tree=3845 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=4.67859 7.59435 1.25032 threshold=-0.49367499999999992 -0.074434999999999987 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015247096489128927 -7.9831138410362085e-05 0.00012363527726026602 -0.00049406097038276996 leaf_weight=3.3624209337867796 80.033111168188043 46.279431613249471 3.7260962603613725 leaf_count=40 1690 627 87 internal_value=0 -5.23996e-06 -0.000336919 internal_weight=0 126.313 7.08852 internal_count=2444 2317 127 is_linear=0 shrinkage=0.000400217 Tree=3846 num_leaves=4 num_cat=0 split_feature=13 132 0 split_gain=5.36708 4.5294 2.44019 threshold=-0.090899999999999995 0.080640000000000017 -0.14203999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025621762235771431 -0.0026186886681660942 0.011773228027669787 0.011751865561234597 leaf_weight=6.2795494893798631 93.521802007366205 9.9813478018622828 22.910441483836621 leaf_count=78 1895 204 292 internal_value=0 -0.00121958 0.00867451 internal_weight=0 103.503 29.19 internal_count=2469 2099 370 is_linear=0 shrinkage=0.0204111 Tree=3847 num_leaves=3 num_cat=0 split_feature=44 133 split_gain=5.1366 4.53294 threshold=1.0000000180025095e-35 0.10637000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014834986156652154 -0.023276745553018462 -0.016901332215160863 leaf_weight=123.93770005422994 3.7349135652184478 5.7388915799965607 leaf_count=2094 47 339 internal_value=0 0.000655991 internal_weight=0 129.677 internal_count=2480 2433 is_linear=0 shrinkage=0.0204111 Tree=3848 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=4.98811 5.04599 threshold=1.0000000180025095e-35 -0.24588999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027683385541703363 -0.00041918442928611861 -6.0728823253192646e-06 leaf_weight=10.9040665080538 4.215029116254299 121.17791390451021 leaf_count=118 50 2309 internal_value=0 1.74973e-05 internal_weight=0 132.082 internal_count=2477 2427 is_linear=0 shrinkage=0.000400217 Tree=3849 num_leaves=4 num_cat=0 split_feature=124 40 0 split_gain=4.21984 5.19272 2.14333 threshold=-0.043384999999999993 -0.063404999999999989 -0.06984499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0046675335224086673 -0.019680121352534549 -0.00044384865916605084 0.021992786037545755 leaf_weight=8.7659000714775157 6.0732134976424268 106.83791233360535 4.4574906451161942 leaf_count=128 82 2150 72 internal_value=0 -0.00149699 0.0106433 internal_weight=0 112.911 13.2234 internal_count=2432 2232 200 is_linear=0 shrinkage=0.0204111 Tree=3850 num_leaves=4 num_cat=0 split_feature=3 39 133 split_gain=6.86324 6.44985 3.8784 threshold=-0.097754999999999995 0.0095750000000000019 -0.0042999999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01718953290909369 -0.0066336708068956201 0.0065000352675805787 0.0025562038109915369 leaf_weight=10.331310292938722 70.679185209723073 19.875968476175331 27.381402827682905 leaf_count=71 1825 269 288 internal_value=0 -0.00374648 0.00660399 internal_weight=0 90.5552 37.7127 internal_count=2453 2094 359 is_linear=0 shrinkage=0.0204111 Tree=3851 num_leaves=4 num_cat=0 split_feature=4 484 52 split_gain=5.40708 5.12071 2.32672 threshold=-0.49367499999999992 -0.0068949999999999992 0.096380000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022785818779334666 -0.011507077491222872 0.0037268055310784136 0.0022527005548591736 leaf_weight=5.115948185324668 9.8620168721827195 117.74593510534032 2.1687520667910576 leaf_count=110 378 1965 16 internal_value=0 0.00254042 -0.0154103 internal_weight=0 127.608 7.2847 internal_count=2469 2343 126 is_linear=0 shrinkage=0.0204111 Tree=3852 num_leaves=3 num_cat=0 split_feature=376 42 split_gain=5.02576 4.54568 threshold=0.088470000000000007 0.10146500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001495542049471468 0.022175080797340208 -0.012776523718486275 leaf_weight=117.05807978675875 4.447174680652096 9.9867397496127506 leaf_count=2149 49 264 internal_value=0 0.000363381 internal_weight=0 127.045 internal_count=2462 2413 is_linear=0 shrinkage=0.0204111 Tree=3853 num_leaves=4 num_cat=0 split_feature=128 12 42 split_gain=5.5931 5.84823 0.199371 threshold=1.0000000180025095e-35 -0.083804999999999977 -0.23802999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025968465470726707 -0.00020609604221394137 -2.3226730800463931e-05 -0.00050359312311369251 leaf_weight=12.931376033578998 0.6467296783812343 113.82532652077498 3.4462524733098681 leaf_count=211 13 2065 170 internal_value=0 5.83884e-06 -0.000463325 internal_weight=0 126.757 4.09298 internal_count=2459 2276 183 is_linear=0 shrinkage=0.000400217 Tree=3854 num_leaves=4 num_cat=0 split_feature=43 3 13 split_gain=5.05299 4.58998 0.429738 threshold=0.25619500000000001 -0.10115999999999999 -0.23071499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011641056860008777 -0.00075383950792503099 -5.6003978358598643e-05 -0.00038364590250090886 leaf_weight=33.940604984411038 0.81719458568841252 90.246626738051418 2.6334804397192775 leaf_count=335 7 1962 132 internal_value=0 -8.82034e-06 -0.000492252 internal_weight=0 124.187 3.45068 internal_count=2436 2297 139 is_linear=0 shrinkage=0.000400217 Tree=3855 num_leaves=4 num_cat=0 split_feature=401 2 2 split_gain=4.55093 4.10806 0.253579 threshold=0.085900000000000018 -0.58149499999999998 0.097940000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017946268573377534 -0.00046828524594349558 1.2496356592792531e-05 -0.00017665091948450504 leaf_weight=0.08984133042395015 3.2236091208178546 128.58857402764261 0.77638478018343438 leaf_count=2 165 2249 36 internal_value=0 9.67553e-06 -0.000418032 internal_weight=0 128.678 3.99999 internal_count=2452 2251 201 is_linear=0 shrinkage=0.000400217 Tree=3856 num_leaves=4 num_cat=0 split_feature=2 160 11 split_gain=4.50384 5.47312 4.41081 threshold=0.097940000000000013 0.11205000000000002 0.089270000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9212129480014657e-05 0.00010532532604651566 -0.00063127576586345636 -0.0003582936761295326 leaf_weight=69.86663504972239 55.496078336145729 2.5767053879681034 3.385010957485064 leaf_count=1605 704 90 49 internal_value=0 -7.08575e-05 7.80429e-05 internal_weight=0 72.4433 58.8811 internal_count=2448 1695 753 is_linear=0 shrinkage=0.000400217 Tree=3857 num_leaves=4 num_cat=0 split_feature=42 1429 1 split_gain=5.32639 4.55434 4.10212 threshold=-0.0044549999999999998 -1.0000000180025095e-35 0.10790500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033969562192232944 -0.00044146417678552911 4.257990250356058e-05 6.4050617612735163e-05 leaf_weight=11.94443465821678 3.0922886567423111 110.30773573252372 6.0080938581377259 leaf_count=617 122 1660 60 internal_value=0 2.89581e-05 -0.000205016 internal_weight=0 113.4 17.9525 internal_count=2459 1782 677 is_linear=0 shrinkage=0.000400217 Tree=3858 num_leaves=4 num_cat=0 split_feature=15 43 2 split_gain=5.44907 6.82817 4.06695 threshold=0.084050000000000014 0.23693500000000003 0.14062000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3990755166919135e-06 -0.00035034015671360909 0.00050467114338599041 0.00028999508526136918 leaf_weight=111.902629228367 12.351269082020734 1.6003684893657908 7.88688863266725 leaf_count=1529 788 58 117 internal_value=0 -0.000249026 1.43022e-05 internal_weight=0 13.9516 119.79 internal_count=2492 846 1646 is_linear=0 shrinkage=0.000400217 Tree=3859 num_leaves=4 num_cat=0 split_feature=13 12 49 split_gain=4.94905 8.23042 3.86881 threshold=-0.09194999999999999 -0.041094999999999993 0.076585000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018833809070781046 0.00019787490540736473 -0.00011564262216480447 -0.00021086794217872726 leaf_weight=23.308852081885565 15.746408377250189 87.043831253453391 4.5656467576045534 leaf_count=313 220 1877 58 internal_value=0 -6.74519e-05 0.000122369 internal_weight=0 102.79 27.8745 internal_count=2468 2097 371 is_linear=0 shrinkage=0.000400217 Tree=3860 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=7.87907 6.13244 threshold=-0.094929999999999987 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031835397770944754 -0.015508483046421783 0.0020911033228557829 leaf_weight=3.0379045782610765 8.7633753978589066 116.67399228032446 leaf_count=37 382 2023 internal_value=0 0.000848817 internal_weight=0 125.437 internal_count=2442 2405 is_linear=0 shrinkage=0.0204111 Tree=3861 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=4.34884 4.53955 threshold=-0.40274499999999996 0.13507500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023445181913215804 0.00034340202291754468 0.024295658379848258 leaf_weight=3.0018191950221071 127.90184965934895 3.2718505039811125 leaf_count=94 2394 29 internal_value=0 0.000961052 internal_weight=0 131.174 internal_count=2517 2423 is_linear=0 shrinkage=0.0204111 Tree=3862 num_leaves=4 num_cat=0 split_feature=15 4 41 split_gain=4.48919 5.73996 4.04821 threshold=0.084050000000000014 0.18599000000000002 0.083035000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4533381959340604e-05 -0.00035478653104955226 0.0002655035103549741 -0.00029408336769002556 leaf_weight=112.89911199526978 10.979270854964851 2.9569040248170486 6.2297903802245846 leaf_count=1565 803 17 76 internal_value=0 -0.000222109 1.70885e-05 internal_weight=0 13.9362 119.129 internal_count=2461 820 1641 is_linear=0 shrinkage=0.000400217 Tree=3863 num_leaves=3 num_cat=0 split_feature=38 0 split_gain=5.59515 5.34103 threshold=0.084835000000000008 -0.0029549999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.4399878080965006e-05 -0.0004911305329827365 0.00018378453085770359 leaf_weight=105.59536345046945 3.4908493421971789 24.159798577427864 leaf_count=2198 44 246 internal_value=0 1.44881e-05 internal_weight=0 129.755 internal_count=2488 2444 is_linear=0 shrinkage=0.000400217 Tree=3864 num_leaves=4 num_cat=0 split_feature=2 159 150 split_gain=5.4174 6.28291 5.08769 threshold=0.08894500000000001 -0.47141999999999995 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067830980845412774 8.8587635776228099e-06 -0.00012833094815537394 0.00024475993289662279 leaf_weight=1.4869630965404201 63.551277972379467 48.961339329049224 18.919935611775145 leaf_count=19 1014 1232 175 internal_value=0 -0.000103106 6.32359e-05 internal_weight=0 50.4483 82.4712 internal_count=2440 1251 1189 is_linear=0 shrinkage=0.000400217 Tree=3865 num_leaves=4 num_cat=0 split_feature=484 43 2 split_gain=5.41589 5.28667 3.81964 threshold=-0.0068949999999999992 0.2506000000000001 0.11696500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045228071445130758 4.9693031754415388e-05 -0.00043731076189741311 8.7943336671296156e-05 leaf_weight=6.3523664102540334 120.77408816682873 3.567658230138476 3.0550895178457722 leaf_count=354 1928 137 43 internal_value=0 3.53389e-05 -0.000277871 internal_weight=0 124.342 9.40746 internal_count=2462 2065 397 is_linear=0 shrinkage=0.000400217 Tree=3866 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=4.97221 12.7193 10.9781 threshold=-0.10674499999999999 0.12474000000000002 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014401053594465313 -0.00027725148895974466 -0.00053521302283083714 3.9405715951193153e-05 leaf_weight=52.150236212415621 26.523199110059068 4.7137786863022475 51.267784809577279 leaf_count=411 1254 32 782 internal_value=0 8.67647e-05 -6.88033e-05 internal_weight=0 56.864 77.791 internal_count=2479 443 2036 is_linear=0 shrinkage=0.000400217 Tree=3867 num_leaves=4 num_cat=0 split_feature=158 1 1429 split_gain=5.0175 5.51416 4.60514 threshold=0.084765000000000021 0.098370000000000027 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022605738899159632 -0.02470841312722654 0.0069353102908761661 0.002384103823047384 leaf_weight=3.0396846923395051 6.2468750746920687 3.5256224017357454 122.62311188256717 leaf_count=125 198 79 2093 internal_value=0 -0.0133431 0.00176003 internal_weight=0 9.7725 125.663 internal_count=2495 277 2218 is_linear=0 shrinkage=0.0204111 Tree=3868 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=5.60915 8.93941 7.84916 threshold=0.094405000000000003 -0.17339999999999997 -0.080924999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.4295876823450793e-05 -0.00040947637954883001 0.00011850550344400302 -0.00020209396850841209 leaf_weight=24.20646730196313 5.5366150843910864 56.787141456268728 41.445913319912506 leaf_count=544 102 623 1171 internal_value=0 7.09513e-05 -9.65364e-05 internal_weight=0 62.3238 65.6524 internal_count=2440 725 1715 is_linear=0 shrinkage=0.000400217 Tree=3869 num_leaves=4 num_cat=0 split_feature=1 42 42 split_gain=4.4662 6.21794 3.00392 threshold=0.12212000000000002 0.11309000000000001 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.691834177377305e-05 0.00011631749414754106 -0.00045954476345180095 0.00049862964699927501 leaf_weight=113.8533324470045 12.751800239435399 4.4508026561816214 4.3767663161270312 leaf_count=2045 176 157 56 internal_value=0 -1.42458e-06 0.000216611 internal_weight=0 118.304 17.1286 internal_count=2434 2202 232 is_linear=0 shrinkage=0.000400217 Tree=3870 num_leaves=3 num_cat=0 split_feature=160 14 split_gain=5.79131 4.43952 threshold=-0.40446999999999994 0.076975000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045057451012854398 4.6630751038240095e-05 -0.00043235776812222551 leaf_weight=3.9305213483748949 133.14516340882983 3.061881134461145 leaf_count=195 2222 65 internal_value=0 3.5517e-05 internal_weight=0 136.207 internal_count=2482 2287 is_linear=0 shrinkage=0.000400217 Tree=3871 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=4.54066 5.59495 threshold=-1.0000000180025095e-35 0.098240000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022958031380078785 -0.006167022283062879 0.0025826542606399543 leaf_weight=2.9196632854873306 69.270617966802092 54.169232032494619 leaf_count=72 1674 713 internal_value=0 -0.00232853 internal_weight=0 123.44 internal_count=2459 2387 is_linear=0 shrinkage=0.0204111 Tree=3872 num_leaves=4 num_cat=0 split_feature=128 1 2 split_gain=3.95963 4.48753 1.03184 threshold=0.085185000000000025 0.089790000000000023 0.108005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1647467973534706e-05 -0.00051072731592248359 7.1165085874787953e-05 -4.0563255979563878e-05 leaf_weight=53.546172177681001 2.9500281582295425 72.085007316665724 1.0162671034049706 leaf_count=1454 135 832 25 internal_value=0 6.01904e-06 -0.00039468 internal_weight=0 125.631 3.9663 internal_count=2446 2286 160 is_linear=0 shrinkage=0.000400217 Tree=3873 num_leaves=4 num_cat=0 split_feature=43 3 457 split_gain=4.54586 7.29238 6.41485 threshold=-0.074459999999999985 -0.077724999999999975 0.082380000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020812862294569464 -0.0061223227821109996 0.014705844639138915 0.0081124331504336383 leaf_weight=26.534383083635475 67.221446090683457 18.019363021943718 16.299561640247703 leaf_count=689 1387 269 106 internal_value=0 0.00472796 -0.00333719 internal_weight=0 44.5537 83.521 internal_count=2451 958 1493 is_linear=0 shrinkage=0.0204111 Tree=3874 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=4.48323 6.37246 4.95655 threshold=0.097360000000000016 -0.23211999999999997 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025354351512211576 2.2966353644251788e-05 -0.005876314649996532 0.014553606606273879 leaf_weight=2.7288359310477963 47.12094722117763 66.352791554221767 12.229760595597325 leaf_count=19 664 1670 131 internal_value=0 -0.00460362 0.00303891 internal_weight=0 69.0816 59.3507 internal_count=2484 1689 795 is_linear=0 shrinkage=0.0204111 Tree=3875 num_leaves=3 num_cat=0 split_feature=453 150 split_gain=5.0372 5.05078 threshold=1.0000000180025095e-35 -0.073399999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016912648554914658 -0.019077199591639015 -0.00048179024661227228 leaf_weight=7.2846162021160117 5.5818189065903416 116.29746178378991 leaf_count=39 63 2390 internal_value=0 0.000557916 internal_weight=0 123.582 internal_count=2492 2429 is_linear=0 shrinkage=0.0204111 Tree=3876 num_leaves=3 num_cat=0 split_feature=1444 52 split_gain=4.09694 5.2828 threshold=-0.084274999999999989 0.18897000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00056302549531535534 1.5634208265526654e-05 -0.00029541003479576487 leaf_weight=1.947355928539763 127.38353068567812 9.2782900056918134 leaf_count=27 2193 268 internal_value=0 -5.70786e-06 internal_weight=0 136.662 internal_count=2488 2461 is_linear=0 shrinkage=0.000400217 Tree=3877 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=4.24938 5.18742 threshold=1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0054458244508565354 -0.020759796538248325 -0.0029405086366570184 leaf_weight=53.517997732036747 3.8762647770345202 71.850151216363884 leaf_count=411 47 2004 internal_value=0 0.00064117 internal_weight=0 125.368 internal_count=2462 2415 is_linear=0 shrinkage=0.0204111 Tree=3878 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=6.38809 5.42193 threshold=-0.094929999999999987 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024776842857098642 -0.012144831803201982 0.0028420046758913446 leaf_weight=3.8432381628081194 10.888187966396798 117.34332054521656 leaf_count=44 409 2030 internal_value=0 0.00155998 internal_weight=0 128.232 internal_count=2483 2439 is_linear=0 shrinkage=0.0204111 Tree=3879 num_leaves=4 num_cat=0 split_feature=3 401 0 split_gain=5.5554 4.78369 1.26849 threshold=0.18307500000000002 0.082280000000000006 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4518182344007324e-05 0.00013953971834475336 -0.00035299050401728198 0.00049047504051353283 leaf_weight=119.09747575951042 2.8069070894271135 5.8446061927825204 4.345900234533473 leaf_count=2116 51 225 68 internal_value=0 -2.97399e-06 0.000357034 internal_weight=0 124.942 7.15281 internal_count=2460 2341 119 is_linear=0 shrinkage=0.000400217 Tree=3880 num_leaves=4 num_cat=0 split_feature=2 4 150 split_gain=3.45715 7.03868 4.5511 threshold=0.090510000000000021 -0.083954999999999988 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01150424128595263 -0.00081026471962553862 -0.0080184443417530976 0.010935237050640891 leaf_weight=9.1567728321824671 56.917721016681753 45.396927637193585 18.001345006749034 leaf_count=305 926 1072 162 internal_value=0 -0.00472473 0.00202402 internal_weight=0 54.5537 74.9191 internal_count=2465 1377 1088 is_linear=0 shrinkage=0.0204111 Tree=3881 num_leaves=3 num_cat=0 split_feature=52 42 split_gain=5.37704 4.85054 threshold=-0.40306999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041972053294921628 -0.0001771935336731453 3.6320583820230486e-05 leaf_weight=4.9074299483618224 20.131062836182537 107.67426039956626 leaf_count=246 645 1586 internal_value=0 2.56357e-06 internal_weight=0 127.805 internal_count=2477 2231 is_linear=0 shrinkage=0.000400217 Tree=3882 num_leaves=4 num_cat=0 split_feature=160 159 15 split_gain=4.41309 4.45904 0.0768985 threshold=-0.40446999999999994 -0.47141999999999995 -0.09547499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021845167672357191 0.00068108128859443063 1.1626282555604153e-05 -0.00045272271795121808 leaf_weight=0.59529788116924498 1.5022816416458216 125.34883173159324 3.0171967584465156 leaf_count=20 20 2270 164 internal_value=0 2.01482e-05 -0.000421845 internal_weight=0 126.851 3.61249 internal_count=2474 2290 184 is_linear=0 shrinkage=0.000400217 Tree=3883 num_leaves=3 num_cat=0 split_feature=1444 160 split_gain=4.29897 4.20539 threshold=-0.084274999999999989 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.030632700349323663 -0.02293140184392271 0.0009218008901048689 leaf_weight=1.8692812446970481 3.0451498526963396 124.77236384274147 leaf_count=29 169 2273 internal_value=0 0.000333945 internal_weight=0 127.818 internal_count=2471 2442 is_linear=0 shrinkage=0.0204111 Tree=3884 num_leaves=4 num_cat=0 split_feature=50 48 12 split_gain=6.1706 5.62066 4.2141 threshold=0.085685000000000011 0.12933000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2716469405993326e-05 0.00020444559302884466 -0.00038116921398100592 -0.00038127129949136712 leaf_weight=110.91084474543459 2.3557133916765443 5.1357403799192971 10.200663154333595 leaf_count=1955 33 43 452 internal_value=0 2.36077e-05 -0.000270549 internal_weight=0 116.047 12.5564 internal_count=2483 1998 485 is_linear=0 shrinkage=0.000400217 Tree=3885 num_leaves=4 num_cat=0 split_feature=42 1 52 split_gain=4.02045 3.69346 1.8455 threshold=-0.108275 0.11588000000000001 -0.095899999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.7861678288087596e-05 -9.459818061569571e-06 0.00016974407755452337 -0.00050368358684651094 leaf_weight=2.6722349626361392 104.97265923455416 22.228120538406074 3.3363725524104657 leaf_count=42 2027 314 110 internal_value=0 2.19775e-05 -0.000310097 internal_weight=0 127.201 6.00861 internal_count=2493 2341 152 is_linear=0 shrinkage=0.000400217 Tree=3886 num_leaves=4 num_cat=0 split_feature=43 42 132 split_gain=5.6883 4.92673 0.349025 threshold=0.25619500000000001 -0.108275 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038048674433831275 -0.00032636960938851769 1.7721034002519101e-05 -0.00061784416415941739 leaf_weight=5.0781097660656078 1.7137513107736597 120.87114378233673 1.9705193766858418 leaf_count=141 89 2195 46 internal_value=0 1.34213e-06 -0.000495889 internal_weight=0 125.949 3.68427 internal_count=2471 2336 135 is_linear=0 shrinkage=0.000400217 Tree=3887 num_leaves=4 num_cat=0 split_feature=484 15 2 split_gain=5.9479 6.32826 2.48972 threshold=-0.0068949999999999992 0.084050000000000014 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046401367763034777 4.7542116101002781e-05 -0.00024946425751552569 -3.6229744623942369e-05 leaf_weight=6.0306200849299767 108.80224309390178 12.73437860974809 3.408695535705192 leaf_count=356 1340 732 45 internal_value=0 1.62214e-05 -0.000311769 internal_weight=0 121.537 9.43932 internal_count=2473 2072 401 is_linear=0 shrinkage=0.000400217 Tree=3888 num_leaves=4 num_cat=0 split_feature=403 124 4 split_gain=6.03604 5.05212 3.2061 threshold=-1.0000000180025095e-35 -0.043384999999999993 0.31595000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036464382166524474 0.00026375554669320374 -1.1255272606077761e-05 0.00027089084746221258 leaf_weight=10.059511446626855 11.806617067195473 104.539668725105 1.3706069393083442 leaf_count=594 168 1679 12 internal_value=0 1.68791e-05 -0.000286547 internal_weight=0 116.346 11.4301 internal_count=2453 1847 606 is_linear=0 shrinkage=0.000400217 Tree=3889 num_leaves=4 num_cat=0 split_feature=133 13 15 split_gain=4.9751 4.84643 0.11058 threshold=-0.39935999999999994 -0.5356749999999999 -0.10602999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034934473076830105 -0.029377969035501099 0.0014932821351339508 -0.021006660980945606 leaf_weight=0.88772326376056332 2.0423180628567925 128.13796478134464 1.6910783743078344 leaf_count=25 24 2330 108 internal_value=0 0.000984132 -0.0270553 internal_weight=0 130.18 2.5788 internal_count=2487 2354 133 is_linear=0 shrinkage=0.0204111 Tree=3890 num_leaves=4 num_cat=0 split_feature=14 1373 13 split_gain=4.92622 4.73425 0.190251 threshold=0.076175000000000007 0.099250000000000019 -0.087954999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015351927038297099 -0.031098576527580871 -0.029121033275057117 -0.017856590517015807 leaf_weight=126.39973016642034 1.3576888187089937 2.0222460506483904 1.7568311656359572 leaf_count=2387 27 18 50 internal_value=0 0.00102751 -0.024508 internal_weight=0 128.422 3.11452 internal_count=2482 2405 77 is_linear=0 shrinkage=0.0204111 Tree=3891 num_leaves=4 num_cat=0 split_feature=14 376 160 split_gain=4.2227 4.31961 0.513543 threshold=0.076175000000000007 0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043312253992767655 -0.029474034257405801 0.014714148184258433 -0.012215145459604525 leaf_weight=120.05443764077791 1.6463718714658173 9.4125666130566952 1.6733254112186831 leaf_count=2248 35 127 44 internal_value=0 0.00148321 -0.0214569 internal_weight=0 129.467 3.3197 internal_count=2454 2375 79 is_linear=0 shrinkage=0.0204111 Tree=3892 num_leaves=3 num_cat=0 split_feature=42 1456 split_gain=4.22228 4.06123 threshold=-0.40186499999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00064394377283700523 4.4431881863463413e-05 -0.00037196020691410224 leaf_weight=1.382508847862481 130.77231199503876 3.7513240564730941 leaf_count=8 2253 212 internal_value=0 3.25207e-05 internal_weight=0 134.524 internal_count=2473 2465 is_linear=0 shrinkage=0.000400217 Tree=3893 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=4.35598 10.4628 7.14154 threshold=1.0000000180025095e-35 0.10812000000000001 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010535397505152031 0.0058262032500828688 0.018309223807755556 -0.0068904524715996283 leaf_weight=30.766366085037589 71.818647716951091 6.2038173153996459 24.617909776745364 leaf_count=1259 933 18 259 internal_value=0 -0.00565443 0.00257572 internal_weight=0 36.9702 96.4366 internal_count=2469 1277 1192 is_linear=0 shrinkage=0.0204111 Tree=3894 num_leaves=3 num_cat=0 split_feature=472 0 split_gain=4.40658 5.08408 threshold=-1.0000000180025095e-35 -0.060644999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043210505063297211 -4.8258829868819203e-06 0.00016387845174233313 leaf_weight=3.0309430491761296 92.467931173276156 41.31679229484871 leaf_count=130 1948 390 internal_value=0 4.73686e-05 internal_weight=0 133.785 internal_count=2468 2338 is_linear=0 shrinkage=0.000400217 Tree=3895 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.98327 8.0317 6.32897 threshold=0.094405000000000003 0.090810000000000016 0.10449500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016898764601091672 0.00013882951527926536 0.00015934145326478992 -0.00013924012292014366 leaf_weight=57.957955464808038 42.395961614442058 14.925750969443468 18.853934095706791 leaf_count=1644 544 74 206 internal_value=0 -0.000101608 5.31363e-05 internal_weight=0 72.8837 61.2499 internal_count=2468 1718 750 is_linear=0 shrinkage=0.000400217 Tree=3896 num_leaves=3 num_cat=0 split_feature=1210 151 split_gain=3.76836 3.69704 threshold=-0.08107499999999998 -0.51118499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026090753785449627 -0.022464434467751013 0.0012695164545083219 leaf_weight=2.1035503280581898 2.682919167156796 126.26659530035977 leaf_count=112 46 2350 internal_value=0 0.000756648 internal_weight=0 128.95 internal_count=2508 2396 is_linear=0 shrinkage=0.0204111 Tree=3897 num_leaves=4 num_cat=0 split_feature=42 0 474 split_gain=6.55694 5.3389 5.24556 threshold=-1.0000000180025095e-35 -0.016664999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016975750853418892 -0.02729087746853907 0.0071832092848240934 0.0038356970713990233 leaf_weight=13.092156912724024 2.1954711669823146 5.2830208633095017 102.61173846301972 leaf_count=630 95 39 1650 internal_value=0 -0.0100284 0.00315524 internal_weight=0 18.3752 104.807 internal_count=2414 669 1745 is_linear=0 shrinkage=0.0204111 Tree=3898 num_leaves=4 num_cat=0 split_feature=4 159 13 split_gain=4.99875 4.4423 0.0851689 threshold=0.51014500000000018 0.10506000000000001 -0.077549999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0252012514875781e-06 0.00024706346508698444 -0.00035991727847867655 0.0004114299360576789 leaf_weight=123.52357459205086 1.3668324179016051 5.8790936141158445 3.7965163851622483 leaf_count=2194 56 151 60 internal_value=0 -2.33553e-05 0.000374087 internal_weight=0 129.403 5.16335 internal_count=2461 2345 116 is_linear=0 shrinkage=0.000400217 Tree=3899 num_leaves=3 num_cat=0 split_feature=376 132 split_gain=5.36753 4.90317 threshold=0.088055000000000008 0.081240000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0030666638669583682 0.020278509871652625 0.0098752064245380532 leaf_weight=109.75294191241846 4.7291633784770957 13.609135100734418 leaf_count=2181 53 243 internal_value=0 -0.00163127 internal_weight=0 123.362 internal_count=2477 2424 is_linear=0 shrinkage=0.0204111 Tree=3900 num_leaves=4 num_cat=0 split_feature=128 133 52 split_gain=4.97484 5.49671 0.540619 threshold=0.085185000000000025 -0.24264499999999997 -0.095899999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052664133088873178 -0.00013657227538839436 3.818814990121602e-05 -0.0005169628074989215 leaf_weight=2.7106494159088461 0.87231737721595015 124.1414353994187 2.8831260029692194 leaf_count=120 30 2172 130 internal_value=0 2.56647e-05 -0.000435117 internal_weight=0 126.852 3.75544 internal_count=2452 2292 160 is_linear=0 shrinkage=0.000400217 Tree=3901 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=4.52574 4.75836 threshold=-0.14169499999999999 -0.079739999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016894673755139443 -0.025804017943803687 0.00015940630075714782 leaf_weight=6.4683658303692928 2.9037168994545928 118.38394865042937 leaf_count=65 27 2364 internal_value=0 -0.000485403 internal_weight=0 121.288 internal_count=2456 2391 is_linear=0 shrinkage=0.0204111 Tree=3902 num_leaves=4 num_cat=0 split_feature=14 38 16 split_gain=4.18544 4.05789 0.272074 threshold=0.062655000000000016 1.0000000180025095e-35 -0.14239499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011691793615503626 -0.014848717683602929 -0.020217169829264782 -0.029140943718629075 leaf_weight=125.13286417225027 1.5078346838708969 3.6967417845735318 1.6104907755507145 leaf_count=2345 33 48 43 internal_value=0 0.000538479 -0.0229843 internal_weight=0 128.83 3.11833 internal_count=2469 2393 76 is_linear=0 shrinkage=0.0204111 Tree=3903 num_leaves=4 num_cat=0 split_feature=4 4 49 split_gain=4.07108 7.16332 4.64617 threshold=0.28064000000000006 -0.0016099999999999997 0.27570000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2765402985661295e-05 0.00022121725833832342 -0.00016899290616613643 -0.00029681069859882744 leaf_weight=69.051380015269388 19.786416931892749 40.508001514303032 3.1228531673550597 leaf_count=1612 253 578 19 internal_value=0 -3.56218e-05 0.000149503 internal_weight=0 109.559 22.9093 internal_count=2462 2190 272 is_linear=0 shrinkage=0.000400217 Tree=3904 num_leaves=4 num_cat=0 split_feature=16 0 1 split_gain=4.55864 5.33626 4.48316 threshold=0.26746000000000009 0.17126500000000003 0.10044000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.0220891769465194e-05 -0.00035593147465265955 0.00033643903271973307 0.00010012052444476653 leaf_weight=71.248903025407344 10.999945065123027 2.0317350113764396 45.782021835329942 leaf_count=1678 292 6 496 internal_value=0 -0.000246039 2.53976e-06 internal_weight=0 13.0317 117.031 internal_count=2472 298 2174 is_linear=0 shrinkage=0.000400217 Tree=3905 num_leaves=4 num_cat=0 split_feature=42 3 12 split_gain=4.86506 5.51654 2.00678 threshold=-0.108275 -0.097754999999999995 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011190776503639251 0.00015947151676370803 -2.4832842953170437e-05 -0.00058472966125093983 leaf_weight=3.0354187800548962 36.726059098960832 88.44220844184747 2.7378796432749368 leaf_count=30 313 1979 121 internal_value=0 2.93387e-05 -0.000342993 internal_weight=0 125.168 5.7733 internal_count=2443 2292 151 is_linear=0 shrinkage=0.000400217 Tree=3906 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=5.01078 10.3452 5.78703 threshold=0.077765000000000015 -0.059114999999999994 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032407466919355765 0.00075354792565110419 8.4225358366063835e-05 3.5312860243973064e-05 leaf_weight=19.751149896968855 1.7199768810532976 19.822165153571405 95.153552400995977 leaf_count=1159 6 136 1171 internal_value=0 -0.000119898 4.89203e-05 internal_weight=0 39.5733 96.8735 internal_count=2472 1295 1177 is_linear=0 shrinkage=0.000400217 Tree=3907 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=5.79511 11.8389 5.78275 threshold=-0.10674499999999999 -0.075969999999999996 0.078875000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016303330073769582 -0.00029942794496195179 3.6148232657945637e-05 -0.00016950594585514667 leaf_weight=44.115289109875448 24.51795113136177 53.173376460792497 10.236502329818903 leaf_count=357 1243 806 80 internal_value=0 -7.00319e-05 0.000100184 internal_weight=0 77.6913 54.3518 internal_count=2486 2049 437 is_linear=0 shrinkage=0.000400217 Tree=3908 num_leaves=4 num_cat=0 split_feature=132 133 12 split_gain=5.47156 4.64504 4.09354 threshold=0.079320000000000015 -0.0056849999999999991 0.077995000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025158041056865378 0.000395626569628738 -1.016120770567638e-05 -2.1667940039416589e-05 leaf_weight=14.458180566114605 8.5486749389674497 103.154679325904 6.6419511454878366 leaf_count=598 74 1626 182 internal_value=0 -4.005e-05 0.000214345 internal_weight=0 117.613 15.1906 internal_count=2480 2224 256 is_linear=0 shrinkage=0.000400217 Tree=3909 num_leaves=4 num_cat=0 split_feature=4 160 13 split_gain=6.23411 4.85915 1.54136 threshold=-0.49121999999999993 -0.090969999999999981 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0057077435742678038 -0.011972624613403931 0.0017746606935771926 -0.026203664213440225 leaf_weight=2.3969039544463158 11.721601172670487 112.89117599149176 4.5112080248072735 leaf_count=28 369 2029 99 internal_value=0 0.000471946 -0.0192967 internal_weight=0 124.613 6.90811 internal_count=2525 2398 127 is_linear=0 shrinkage=0.0204111 Tree=3910 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=4.89698 8.86819 5.3202 threshold=0.094435000000000005 -0.080924999999999983 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001162429434906319 -0.00024825773936314226 -0.00017336349537284496 0.00012416919041814326 leaf_weight=27.342114332073834 6.7189812866272396 44.1294914635655 61.576144493883476 leaf_count=556 103 1165 650 internal_value=0 -6.25634e-05 8.71829e-05 internal_weight=0 71.4716 68.2951 internal_count=2474 1721 753 is_linear=0 shrinkage=0.000400217 Tree=3911 num_leaves=4 num_cat=0 split_feature=14 3 14 split_gain=4.31699 4.49324 0.244546 threshold=0.062655000000000016 -0.12077499999999998 0.087740000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0079373311944749541 -0.015429385740837494 -0.001236794625087268 -0.029159488931882371 leaf_weight=28.430895250523463 1.5941511427517974 100.64958012451825 1.5572330990689804 leaf_count=208 42 2178 37 internal_value=0 0.000789 -0.0229817 internal_weight=0 129.08 3.15138 internal_count=2465 2386 79 is_linear=0 shrinkage=0.0204111 Tree=3912 num_leaves=4 num_cat=0 split_feature=403 3 13 split_gain=5.18121 5.50858 0.322424 threshold=0.090880000000000016 -0.51735999999999993 -0.10800499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052559507348517239 -0.00010741447464274987 1.8574968274218541e-05 -0.00044627889462814672 leaf_weight=3.4188321977853766 0.60343576688319434 123.48554198801867 3.7987599174375637 leaf_count=21 23 2219 174 internal_value=0 3.26855e-05 -0.000403645 internal_weight=0 126.904 4.4022 internal_count=2437 2240 197 is_linear=0 shrinkage=0.000400217 Tree=3913 num_leaves=4 num_cat=0 split_feature=456 1373 150 split_gain=4.92458 5.37678 4.42409 threshold=0.084065000000000015 0.099250000000000019 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002613196934848773 -0.027917800835704172 -0.028807566998368318 0.0065614112476825399 leaf_weight=124.8086207582528 4.2927802520571268 2.1994259953498831 2.3364855735562742 leaf_count=2289 114 19 42 internal_value=0 0.00204418 -0.0158585 internal_weight=0 127.008 6.62927 internal_count=2464 2308 156 is_linear=0 shrinkage=0.0204111 Tree=3914 num_leaves=4 num_cat=0 split_feature=155 403 3 split_gain=4.26937 3.92053 0.0368402 threshold=0.090695000000000012 0.093800000000000008 0.08449000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1446062070262398e-05 -0.00036971719068267536 -0.00036154224229119391 -0.00057227833401187801 leaf_weight=128.70508390184841 2.2647833634982812 3.8751344103657166 0.79322681622579683 leaf_count=2113 131 193 15 internal_value=0 2.93721e-05 -0.000440618 internal_weight=0 132.58 3.05801 internal_count=2452 2306 146 is_linear=0 shrinkage=0.000400217 Tree=3915 num_leaves=3 num_cat=0 split_feature=51 9 split_gain=4.41707 4.01422 threshold=-0.40274499999999996 -0.036024999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045108898431988335 0.00044868476146303691 1.0213734212045355e-06 leaf_weight=3.2701534590742076 3.1773006299044928 130.53668558975914 leaf_count=97 70 2308 internal_value=0 1.20252e-05 internal_weight=0 133.714 internal_count=2475 2378 is_linear=0 shrinkage=0.000400217 Tree=3916 num_leaves=4 num_cat=0 split_feature=403 484 4 split_gain=4.45193 3.8705 3.20967 threshold=-1.0000000180025095e-35 -0.0068949999999999992 0.31595000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028810259888137455 -0.00020647176681700744 5.1890583125580963e-05 0.00029637265405925542 leaf_weight=11.572566693852421 10.03625538953929 109.60820776151377 1.6350803188979615 leaf_count=585 368 1506 13 internal_value=0 3.00453e-05 -0.000213863 internal_weight=0 119.644 13.2076 internal_count=2472 1874 598 is_linear=0 shrinkage=0.000400217 Tree=3917 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=5.10285 5.49881 threshold=-0.5356749999999999 -0.47860499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028432738045308558 0.024208955478006746 0.00067944427739594711 leaf_weight=2.313985842280089 4.1644773008301845 127.96964837214909 leaf_count=25 42 2430 internal_value=0 0.00144089 internal_weight=0 132.134 internal_count=2497 2472 is_linear=0 shrinkage=0.0204111 Tree=3918 num_leaves=4 num_cat=0 split_feature=402 133 15 split_gain=4.41295 4.62756 1.95943 threshold=0.086350000000000024 -0.39935999999999994 -0.24436499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048476657387127339 0.00025572351988821534 4.5679829320459054e-05 -0.00039135970041934392 leaf_weight=2.5802141389285671 0.78695053770206858 123.38086228893371 5.4740677458175915 leaf_count=130 21 2067 247 internal_value=0 3.43932e-05 -0.000306964 internal_weight=0 125.961 6.26102 internal_count=2465 2197 268 is_linear=0 shrinkage=0.000400217 Tree=3919 num_leaves=4 num_cat=0 split_feature=403 1429 15 split_gain=4.19888 4.29472 0.649738 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.14735499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040250086929564249 -0.022583052684045805 0.0017812123660801444 -0.021544036336041805 leaf_weight=0.42575331684201945 2.9784361246565814 122.42789860343328 3.9108344587293677 leaf_count=14 127 2031 279 internal_value=0 0.00118293 -0.0189956 internal_weight=0 125.406 4.33659 internal_count=2451 2158 293 is_linear=0 shrinkage=0.0204111 Tree=3920 num_leaves=4 num_cat=0 split_feature=403 1 42 split_gain=4.92141 4.90624 4.45297 threshold=-1.0000000180025095e-35 0.080270000000000022 -0.40186499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046062242082329477 -0.00065164449391854359 2.7020252185888229e-05 5.9751851163802754e-05 leaf_weight=6.1777238854847365 1.313893400132655 6.9389178256969899 126.19721097074216 leaf_count=430 7 168 1883 internal_value=0 -0.000204606 5.18562e-05 internal_weight=0 13.1166 127.511 internal_count=2488 598 1890 is_linear=0 shrinkage=0.000400217 Tree=3921 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=5.15227 8.72579 6.81705 threshold=-0.10674499999999999 0.077555000000000013 -0.074664999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017012782099736745 -0.00022914766145559886 -0.00020498873258757526 1.8617278668533451e-05 leaf_weight=45.169691576622427 27.551790850964608 12.621700047398916 49.779360942338826 leaf_count=357 1270 92 738 internal_value=0 8.7964e-05 -6.98609e-05 internal_weight=0 57.7914 77.3312 internal_count=2457 449 2008 is_linear=0 shrinkage=0.000400217 Tree=3922 num_leaves=4 num_cat=0 split_feature=1 43 3 split_gain=5.88615 8.18779 5.44584 threshold=0.088975000000000012 -0.25364999999999993 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018698314193438896 -0.0005751740287130311 6.2503046928580197e-05 0.00021519726302425294 leaf_weight=44.740477408020524 3.2562216980149961 76.055143750272691 6.0350548066198817 leaf_count=1496 31 909 20 internal_value=0 3.55485e-05 -0.000138813 internal_weight=0 79.3114 50.7755 internal_count=2456 940 1516 is_linear=0 shrinkage=0.000400217 Tree=3923 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=6.56087 12.957 6.30609 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035362845012299122 -0.00012357750227281835 0.00013503336370179693 0.00011770149645547431 leaf_weight=19.930870665702969 22.705259363516234 15.262832643522414 72.427635589963757 leaf_count=988 502 269 686 internal_value=0 -0.000141949 6.00381e-05 internal_weight=0 35.1937 95.1329 internal_count=2445 1257 1188 is_linear=0 shrinkage=0.000400217 Tree=3924 num_leaves=4 num_cat=0 split_feature=128 1456 15 split_gain=4.45725 4.60725 0.186492 threshold=0.089290000000000022 -1.0000000180025095e-35 -0.10602999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032272764402229944 -0.00017101497954974577 5.4925863477657045e-05 -0.00044984632850610562 leaf_weight=5.2798334895633152 0.65732176002347875 128.89405375890783 2.9308646187419063 leaf_count=231 11 2133 141 internal_value=0 3.98082e-05 -0.000405488 internal_weight=0 134.174 3.58819 internal_count=2516 2364 152 is_linear=0 shrinkage=0.000400217 Tree=3925 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=5.62322 9.77452 8.83915 threshold=0.088975000000000012 -0.10092 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010071212879856721 -0.00039703514397069947 -0.00024455891144297635 9.5973202887247256e-05 leaf_weight=21.570830584736541 6.2113576864358029 33.266254871938145 74.042643700609915 leaf_count=157 113 1397 853 internal_value=0 -0.000108814 5.73162e-05 internal_weight=0 54.8371 80.254 internal_count=2520 1554 966 is_linear=0 shrinkage=0.000400217 Tree=3926 num_leaves=4 num_cat=0 split_feature=158 1 1456 split_gain=4.75921 5.35948 4.57035 threshold=0.084905000000000022 0.099515000000000006 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0039972685366518037 -0.024443780583641189 0.0064020766652237342 -0.021193465603301539 leaf_weight=120.0921426632558 5.4900293587124889 3.9728315875399858 2.9675013200903768 leaf_count=2020 176 86 179 internal_value=0 -0.0115702 0.0033711 internal_weight=0 9.46286 123.06 internal_count=2461 262 2199 is_linear=0 shrinkage=0.0204111 Tree=3927 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=4.82851 8.06382 6.54475 threshold=1.0000000180025095e-35 -0.084074999999999997 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034529189652102627 0.00011938075015586122 3.7539890093595605e-05 -0.00012104642834254537 leaf_weight=14.17658560926793 73.455344838323072 22.94675336862565 23.968367464607581 leaf_count=644 935 627 235 internal_value=0 -0.000109254 6.01593e-05 internal_weight=0 37.1233 97.4237 internal_count=2441 1271 1170 is_linear=0 shrinkage=0.000400217 Tree=3928 num_leaves=4 num_cat=0 split_feature=130 1456 40 split_gain=4.56931 4.18535 2.04813 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.083394999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6040130993679194e-05 0.00018506453444903131 -0.00034357580452704138 -0.00047735154972452029 leaf_weight=128.77657276688842 0.85137999616563309 4.4617763381975228 3.9810761090484439 leaf_count=1950 10 196 310 internal_value=0 3.27155e-05 -0.000359099 internal_weight=0 133.238 4.83246 internal_count=2466 2146 320 is_linear=0 shrinkage=0.000400217 Tree=3929 num_leaves=4 num_cat=0 split_feature=15 50 1444 split_gain=5.37282 5.78033 5.3588 threshold=-0.24269999999999997 0.11266000000000001 -0.084274999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017548336273318914 0.032084025368426909 -0.015660854285379087 -0.0024227539588601867 leaf_weight=11.586100674001498 1.7944961331668299 2.5925620417110613 114.54405238869367 leaf_count=191 24 20 2264 internal_value=0 0.0114009 -0.00186016 internal_weight=0 14.1787 116.339 internal_count=2499 211 2288 is_linear=0 shrinkage=0.0204111 Tree=3930 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=5.39743 11.2873 6.40882 threshold=-0.061889999999999994 1.0000000180025095e-35 0.082495000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034151620014879293 0.00020067692245247351 1.6224415304106171e-05 -0.00017082416291133205 leaf_weight=17.369923371647019 33.733675364870578 73.564314340532292 9.4397620633244497 leaf_count=1152 373 879 95 internal_value=0 -5.24458e-05 0.000119217 internal_weight=0 90.9342 43.1734 internal_count=2499 2031 468 is_linear=0 shrinkage=0.000400217 Tree=3931 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=6.61672 7.7906 5.85768 threshold=0.10114000000000002 -0.23058999999999999 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027417914543885751 0.00017118582335704283 -0.00015204309652269945 -0.00011162459428802066 leaf_weight=7.5708580357022575 35.552199226687662 65.368778923089849 17.387581253889948 leaf_count=44 456 1791 160 internal_value=0 -0.00010745 7.82598e-05 internal_weight=0 72.9396 52.9398 internal_count=2451 1835 616 is_linear=0 shrinkage=0.000400217 Tree=3932 num_leaves=4 num_cat=0 split_feature=12 12 148 split_gain=5.99336 5.48111 4.09954 threshold=0.09864500000000001 0.097865000000000021 -0.077339999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4014257920290998e-06 0.0003376421375334333 0.00047331120261915379 -0.00029794262373985457 leaf_weight=111.35067174915457 1.72026909980923 3.9930216796929008 15.556621147843543 leaf_count=2085 18 27 367 internal_value=0 1.91468e-05 -0.000232891 internal_weight=0 115.344 17.2769 internal_count=2497 2112 385 is_linear=0 shrinkage=0.000400217 Tree=3933 num_leaves=4 num_cat=0 split_feature=403 481 1 split_gain=4.279 4.50382 1.11216 threshold=0.08888500000000002 -0.039559999999999991 0.095285000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039765070921292129 -0.00045075748425528451 3.0448419733462333e-05 1.8084822024601994e-05 leaf_weight=3.9509554961987297 3.9542438344215034 126.33923288426013 1.0016166809946296 leaf_count=229 181 2035 23 internal_value=0 1.71363e-05 -0.000357695 internal_weight=0 130.29 4.95586 internal_count=2468 2264 204 is_linear=0 shrinkage=0.000400217 Tree=3934 num_leaves=3 num_cat=0 split_feature=376 42 split_gain=4.82071 5.47318 threshold=0.088470000000000007 -0.0044549999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011804432181450393 0.02037908201810967 0.00082276188188010408 leaf_weight=16.345579430519138 4.5164059745147815 109.03790255398781 leaf_count=665 51 1763 internal_value=0 -0.000832442 internal_weight=0 125.383 internal_count=2479 2428 is_linear=0 shrinkage=0.0204111 Tree=3935 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=4.88712 6.56664 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027219935538923767 0.028871376600492937 0.00067447457350556161 leaf_weight=2.4148723036050788 3.4251871899468815 126.74140972024179 leaf_count=26 36 2391 internal_value=0 0.00144062 internal_weight=0 130.167 internal_count=2453 2427 is_linear=0 shrinkage=0.0204111 Tree=3936 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=4.596 8.05775 5.8894 threshold=-0.13314999999999996 -0.074249999999999997 0.083195000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026776620803692752 -0.0095092192410202361 0.0031367847291081411 0.0033068937618974618 leaf_weight=4.922613098518922 35.72404069386539 50.580376058293041 39.095654820208438 leaf_count=40 1384 725 302 internal_value=0 -0.00210332 0.00599282 internal_weight=0 86.3044 44.0183 internal_count=2451 2109 342 is_linear=0 shrinkage=0.0204111 Tree=3937 num_leaves=4 num_cat=0 split_feature=15 43 2 split_gain=6.64443 6.27842 4.14103 threshold=0.082725000000000007 0.23693500000000003 0.14062000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.6459073101194521e-06 -0.00034855732846215362 0.00046432507348251274 0.00031527606489037315 leaf_weight=111.71064334665425 13.089914396055972 1.6223430670215737 7.4186881569912648 leaf_count=1485 830 57 107 internal_value=0 -0.00025609 2.80192e-05 internal_weight=0 14.7123 119.129 internal_count=2479 887 1592 is_linear=0 shrinkage=0.000400217 Tree=3938 num_leaves=4 num_cat=0 split_feature=13 3 2 split_gain=4.76849 4.42129 3.2749 threshold=-0.16901999999999998 -0.12077499999999998 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004407907328610218 0.00013491444794350559 -5.0983130510083422e-05 5.0156342928430118e-05 leaf_weight=6.6124162554042396 26.516423768247478 88.824212555104168 7.0993816806003451 leaf_count=37 234 2071 99 internal_value=0 -8.15651e-06 0.000240581 internal_weight=0 115.341 13.7118 internal_count=2441 2305 136 is_linear=0 shrinkage=0.000400217 Tree=3939 num_leaves=4 num_cat=0 split_feature=4 160 13 split_gain=6.57663 4.9079 1.36075 threshold=-0.49367499999999992 -0.40446999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015527443260842766 -0.00044779222161852038 4.3744448015342489e-05 -0.00051508415449001243 leaf_weight=3.0899199740961194 3.2288268984120796 125.33328701884602 3.9758759001269928 leaf_count=36 186 2172 89 internal_value=0 3.10206e-05 -0.000362614 internal_weight=0 128.562 7.0658 internal_count=2483 2358 125 is_linear=0 shrinkage=0.000400217 Tree=3940 num_leaves=4 num_cat=0 split_feature=4 155 2 split_gain=4.68989 4.38111 0.256739 threshold=0.51014500000000018 0.087925000000000017 0.12182000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4152358072496743e-06 0.00041259646007342705 -0.00046019704335899941 0.00022196494159825277 leaf_weight=124.15581580318394 3.5033066859468809 3.4242198495194307 2.4013049430213869 leaf_count=2181 52 151 57 internal_value=0 -2.09339e-05 0.000340643 internal_weight=0 127.58 5.90461 internal_count=2441 2332 109 is_linear=0 shrinkage=0.000400217 Tree=3941 num_leaves=4 num_cat=0 split_feature=12 3 47 split_gain=5.05833 7.08167 6.64123 threshold=0.084045000000000022 0.10812000000000001 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.005285123970085525 -0.0086401030124339546 0.017662961765844174 -0.0092824351488076263 leaf_weight=59.377835399791365 46.097162031393964 4.5935443188063791 16.589133907109499 leaf_count=682 1601 18 131 internal_value=0 -0.00622287 0.00209498 internal_weight=0 50.6907 75.967 internal_count=2432 1619 813 is_linear=0 shrinkage=0.0204111 Tree=3942 num_leaves=3 num_cat=0 split_feature=1365 42 split_gain=4.57083 4.57296 threshold=0.084635000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00016071520373768086 -0.00054015363837276744 4.5423028033437437e-05 leaf_weight=20.291306117695058 2.321083032526075 110.99958127189893 leaf_count=664 37 1719 internal_value=0 1.34541e-05 internal_weight=0 131.291 internal_count=2420 2383 is_linear=0 shrinkage=0.000400217 Tree=3943 num_leaves=4 num_cat=0 split_feature=128 43 52 split_gain=5.99457 4.29219 0.249599 threshold=1.0000000180025095e-35 -0.50992999999999988 -0.14750499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036758055952480881 -0.00020161914784289707 -6.4182113875209565e-07 -0.00050020188233086758 leaf_weight=5.1765019814483813 0.75247146951733146 123.01104259977001 3.6376631415332659 leaf_count=32 34 2243 154 internal_value=0 1.45356e-05 -0.000455312 internal_weight=0 128.188 4.39013 internal_count=2463 2275 188 is_linear=0 shrinkage=0.000400217 Tree=3944 num_leaves=4 num_cat=0 split_feature=42 475 1429 split_gain=5.15839 6.41686 5.30653 threshold=-1.0000000180025095e-35 -0.0019549999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031715875279621702 -0.00051913023338171025 -0.00030164142108078895 3.2055387310046398e-05 leaf_weight=3.1021746065234792 2.7583717302186406 16.618990810471587 110.68712314430741 leaf_count=40 117 653 1685 internal_value=0 -0.000203062 1.81549e-05 internal_weight=0 19.7212 113.445 internal_count=2495 693 1802 is_linear=0 shrinkage=0.000400217 Tree=3945 num_leaves=4 num_cat=0 split_feature=3 11 3 split_gain=5.25074 5.45286 4.70791 threshold=-0.10373499999999998 0.080455000000000013 -0.077774999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013673888000732574 -0.010896097017791026 -0.0040677593745561905 0.00056935604770554169 leaf_weight=21.897890835185535 18.259589203880751 10.675068977463523 79.372630384168588 leaf_count=177 1120 140 1021 internal_value=0 0.00786544 -0.00158499 internal_weight=0 32.573 97.6322 internal_count=2458 317 2141 is_linear=0 shrinkage=0.0204111 Tree=3946 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=5.98536 9.44954 4.96964 threshold=0.10098000000000001 -0.23058999999999999 0.14174500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035894710113060528 0.00015111129386033092 -0.00010162077509953933 -0.0002982614449662994 leaf_weight=7.7907912498340002 49.126832462497987 73.550233315560035 4.1816397951915851 leaf_count=31 588 1814 32 internal_value=0 -5.70751e-05 0.00011531 internal_weight=0 81.341 53.3085 internal_count=2465 1845 620 is_linear=0 shrinkage=0.000400217 Tree=3947 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=3.70955 4.99613 3.20124 threshold=0.12541500000000003 0.11610500000000001 -0.039759999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015716065314940719 0.024416284557074574 -0.022363175691530391 0.0038247189326190379 leaf_weight=113.80269575746206 4.4453864403767502 4.1456114904140113 10.327352732769212 leaf_count=2209 121 94 91 internal_value=0 -0.000654836 0.0101582 internal_weight=0 117.948 14.7727 internal_count=2515 2303 212 is_linear=0 shrinkage=0.0204111 Tree=3948 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=4.73945 13.4934 9.22418 threshold=-0.10674499999999999 -0.075969999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065809958132299808 -0.015683701430491769 0.0022260254253414968 -0.023014673723718151 leaf_weight=53.238051353604533 25.641513090522494 54.786358990357257 4.6711460131919003 leaf_count=414 1242 811 28 internal_value=0 -0.00349771 0.00415391 internal_weight=0 80.4279 57.9092 internal_count=2495 2053 442 is_linear=0 shrinkage=0.0204111 Tree=3949 num_leaves=3 num_cat=0 split_feature=1375 31 split_gain=4.77734 4.2046 threshold=-0.43429999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031113899149560875 0.022906986359311609 -0.00084188326498795798 leaf_weight=2.0135273379273704 3.0710981773445374 127.83310323294427 leaf_count=12 71 2431 internal_value=0 -0.000265619 internal_weight=0 130.904 internal_count=2514 2502 is_linear=0 shrinkage=0.0204111 Tree=3950 num_leaves=4 num_cat=0 split_feature=0 2 474 split_gain=6.57873 7.54901 6.46154 threshold=-0.10161999999999997 0.11631500000000002 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013329891775014247 -0.0088700409265563551 0.0076351402378301023 0.021236866043384019 leaf_weight=50.348452158796135 53.473536046411027 14.621818960062226 7.7466156340669832 leaf_count=437 1725 245 45 internal_value=0 -0.00531924 0.00402279 internal_weight=0 68.0954 58.0951 internal_count=2452 1970 482 is_linear=0 shrinkage=0.0204111 Tree=3951 num_leaves=4 num_cat=0 split_feature=2 1444 4 split_gain=4.4232 6.90583 4.22015 threshold=0.089965000000000017 -0.084274999999999989 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.032096642655029782 -0.015520369725145314 -0.0079281501008808489 0.0028070314822024665 leaf_weight=1.758029326214454 5.5434373933821908 47.137209423119202 70.309359289734857 leaf_count=17 87 1315 1032 internal_value=0 -0.00641901 0.00144674 internal_weight=0 48.8952 75.8528 internal_count=2451 1332 1119 is_linear=0 shrinkage=0.0204111 Tree=3952 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=4.9683 7.57847 5.53243 threshold=0.10098000000000001 -0.13110499999999997 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011685248492197596 0.00018037314889306691 -0.00014623268425099364 -9.3343378295503745e-05 leaf_weight=25.672824405017309 37.359540889970958 54.78481902484782 17.199568257899955 leaf_count=170 458 1707 156 internal_value=0 -6.22404e-05 9.40705e-05 internal_weight=0 80.4576 54.5591 internal_count=2491 1877 614 is_linear=0 shrinkage=0.000400217 Tree=3953 num_leaves=4 num_cat=0 split_feature=130 1213 40 split_gain=3.82342 3.73387 1.60805 threshold=1.0000000180025095e-35 -0.082704999999999987 -0.083394999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021691334727604625 0.0092633044096488357 0.0012385960175337303 -0.022993785683527238 leaf_weight=2.9193518660904365 0.70281371101737011 123.38813226061757 3.9219106010568785 leaf_count=209 8 1961 307 internal_value=0 0.000689873 -0.0179886 internal_weight=0 126.307 4.62472 internal_count=2485 2170 315 is_linear=0 shrinkage=0.0204111 Tree=3954 num_leaves=3 num_cat=0 split_feature=453 42 split_gain=4.43166 4.55786 threshold=0.091330000000000008 -0.094924999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014111348954749182 -0.022999758287164832 0.0022369231716188797 leaf_weight=7.4284033456642637 3.0928901780862352 123.08497906384582 leaf_count=193 27 2222 internal_value=0 0.00129513 internal_weight=0 130.513 internal_count=2442 2415 is_linear=0 shrinkage=0.0204111 Tree=3955 num_leaves=4 num_cat=0 split_feature=15 1 41 split_gain=5.03288 8.25752 4.39172 threshold=0.084050000000000014 0.11174500000000002 0.079885000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9101372585671872e-05 -0.00044913184752794628 0.00021045537436611449 -0.00024676418518478749 leaf_weight=112.94631164972088 8.9581938745686767 4.4913072220515451 8.5400513969361764 leaf_count=1550 767 31 92 internal_value=0 -0.000228951 2.8095e-05 internal_weight=0 13.4495 121.486 internal_count=2440 798 1642 is_linear=0 shrinkage=0.000400217 Tree=3956 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=4.71411 8.016 5.52593 threshold=0.094435000000000005 0.0060650000000000009 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014688113258161986 -0.00030826410258879758 0.00013456836025299934 0.00013014405604067105 leaf_weight=48.235107632470317 4.8868533793138331 24.280336410884047 59.238165852380916 leaf_count=1350 98 374 635 internal_value=0 -5.25813e-05 9.62547e-05 internal_weight=0 72.5154 64.125 internal_count=2457 1724 733 is_linear=0 shrinkage=0.000400217 Tree=3957 num_leaves=4 num_cat=0 split_feature=2 4 11 split_gain=7.86835 7.5201 4.75003 threshold=0.08894500000000001 -0.10092 0.088215000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011584013028867666 0.0046652150698782624 -0.010393425314640121 -0.017728858093871952 leaf_weight=7.6389067750424138 78.583889437664766 40.058842119935434 4.045501045533455 leaf_count=85 1133 1191 67 internal_value=0 -0.0068548 0.0035463 internal_weight=0 47.6977 82.6294 internal_count=2476 1276 1200 is_linear=0 shrinkage=0.0204111 Tree=3958 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=5.24335 8.31258 4.80566 threshold=0.090515000000000012 0.0060650000000000009 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010849659877981293 -0.014068583360231276 0.0052158975764359109 0.0055705781038463522 leaf_weight=33.04456129828759 5.5316918351454651 22.449604589783121 65.321031262399629 leaf_count=1244 108 346 758 internal_value=0 -0.00435308 0.00401751 internal_weight=0 55.4942 70.8527 internal_count=2456 1590 866 is_linear=0 shrinkage=0.0204111 Tree=3959 num_leaves=4 num_cat=0 split_feature=16 0 4 split_gain=5.01479 4.9501 2.31676 threshold=0.26538000000000006 -0.0029549999999999997 0.10637500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001260284839382105 -0.018199832637677393 0.0099968438158149348 0.0063339141299926533 leaf_weight=96.419512320222566 8.8637789404019696 19.462278386577964 1.8930870387703169 leaf_count=1984 278 176 17 internal_value=0 0.000638168 -0.0138614 internal_weight=0 115.882 10.7569 internal_count=2455 2160 295 is_linear=0 shrinkage=0.0204111 Tree=3960 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=4.58925 7.80596 7.40109 threshold=0.098950000000000024 -0.23078999999999997 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018576650320509178 0.0097966043175507066 -0.0059167309487476198 -0.0059375963043650556 leaf_weight=5.7781021501868954 32.982151209027506 68.392011414573062 19.876303616678342 leaf_count=33 437 1767 202 internal_value=0 -0.00398349 0.00388005 internal_weight=0 74.1701 52.8585 internal_count=2439 1800 639 is_linear=0 shrinkage=0.0204111 Tree=3961 num_leaves=4 num_cat=0 split_feature=160 159 15 split_gain=4.19861 4.43106 0.065567 threshold=-0.40446999999999994 -0.47006499999999996 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011505691744937986 0.034444426232919177 0.00036512758556501008 -0.023021557016413591 leaf_weight=0.60964189842343364 1.4986503897816863 121.43830425909255 2.9139854625391299 leaf_count=21 23 2225 168 internal_value=0 0.000811532 -0.0214448 internal_weight=0 122.937 3.52363 internal_count=2437 2248 189 is_linear=0 shrinkage=0.0204111 Tree=3962 num_leaves=4 num_cat=0 split_feature=4 133 0 split_gain=4.4694 4.45331 0.262076 threshold=0.51087000000000005 0.10599500000000002 -0.17277499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011800463843083228 0.0080618522299997254 -0.018376594195240088 0.020836209083261 leaf_weight=119.78696639774716 1.03042666753754 5.5693008054222437 4.108687642379663 leaf_count=2011 15 341 104 internal_value=0 -0.000719335 0.0185014 internal_weight=0 125.356 5.13911 internal_count=2471 2352 119 is_linear=0 shrinkage=0.0204111 Tree=3963 num_leaves=4 num_cat=0 split_feature=4 0 12 split_gain=4.34225 5.88513 2.595 threshold=-0.49367499999999992 -0.0029549999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3270820001347905e-05 -1.9278494879601197e-05 0.00022565713140162793 -0.00047477837152676603 leaf_weight=1.9187383130192754 106.69363101970521 18.311430535162799 4.6129932925105086 leaf_count=15 2179 153 103 internal_value=0 1.67709e-05 -0.000315264 internal_weight=0 125.005 6.53173 internal_count=2450 2332 118 is_linear=0 shrinkage=0.000400217 Tree=3964 num_leaves=4 num_cat=0 split_feature=1 15 42 split_gain=5.52151 6.42099 1.92565 threshold=0.11588000000000001 0.095330000000000012 0.097640000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6498180477202371e-05 0.0062346190979822077 -0.023336994706605937 0.019455080909777912 leaf_weight=99.848320691497065 17.408600345486779 5.0370361352106547 6.2201504451222709 leaf_count=1881 247 277 79 internal_value=0 -0.00110968 0.00979018 internal_weight=0 104.885 23.6288 internal_count=2484 2158 326 is_linear=0 shrinkage=0.0204111 Tree=3965 num_leaves=4 num_cat=0 split_feature=484 150 15 split_gain=5.27162 5.25325 4.73642 threshold=-0.0068949999999999992 0.094605000000000009 -0.24269999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040744073265990086 0.00029245876954621175 0.00028744740635398196 5.8295613342163862e-06 leaf_weight=8.3325517441262473 9.9425475033931416 2.1094259801320723 113.25303573027486 leaf_count=388 173 14 1883 internal_value=0 -0.000265503 2.92066e-05 internal_weight=0 10.442 123.196 internal_count=2458 402 2056 is_linear=0 shrinkage=0.000400217 Tree=3966 num_leaves=4 num_cat=0 split_feature=14 483 48 split_gain=4.79696 4.90971 0.891765 threshold=0.062655000000000016 0.10297500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9402342510683856e-05 -0.0006353659273484381 -0.00041706378618494138 -0.00022172709227157733 leaf_weight=124.02271706725878 1.6585592771880331 3.6112736922805189 1.9381869556382287 leaf_count=2260 15 109 70 internal_value=0 3.58502e-05 -0.000425891 internal_weight=0 127.634 3.59675 internal_count=2454 2369 85 is_linear=0 shrinkage=0.000400217 Tree=3967 num_leaves=4 num_cat=0 split_feature=401 49 2 split_gain=4.27731 4.38014 0.832758 threshold=0.087110000000000007 -0.085074999999999998 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082707243134050035 -0.023613714943869844 0.0035371481231332848 -0.0018703616075113583 leaf_weight=14.707267645862883 3.1563571177539407 112.20465129915101 0.97257296973839391 leaf_count=150 168 2112 31 internal_value=0 0.0021627 -0.0186767 internal_weight=0 126.912 4.12893 internal_count=2461 2262 199 is_linear=0 shrinkage=0.0204111 Tree=3968 num_leaves=4 num_cat=0 split_feature=13 1 13 split_gain=5.49722 4.83581 3.45248 threshold=-0.24588999999999997 0.077765000000000015 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030999965023663766 -0.0086745664259846901 0.0010442564275818026 0.020548058392962185 leaf_weight=3.6974362828768781 28.144043163702008 86.929734279925469 8.143352738930842 leaf_count=34 1249 1053 88 internal_value=0 -0.00133884 0.0132038 internal_weight=0 115.074 11.8408 internal_count=2424 2302 122 is_linear=0 shrinkage=0.0204111 Tree=3969 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=5.03391 6.40521 5.00293 threshold=0.094405000000000003 0.0059200000000000008 0.12992000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015257901193370364 0.00013819347612164035 0.0001076245314149787 -0.00017161179039544097 leaf_weight=45.31721473968355 54.044642944005318 22.641167151276022 9.772217031568287 leaf_count=1577 579 127 168 internal_value=0 -6.58546e-05 9.05358e-05 internal_weight=0 67.9584 63.8169 internal_count=2451 1704 747 is_linear=0 shrinkage=0.000400217 Tree=3970 num_leaves=3 num_cat=0 split_feature=9 156 split_gain=4.05721 3.85619 threshold=-1.0000000180025095e-35 0.11850000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040320191206590582 5.0621522236692259e-06 -0.00052058683033534797 leaf_weight=3.9269808464450753 128.86115752618934 2.1628850956330998 leaf_count=79 2342 79 internal_value=0 -4.0521e-06 internal_weight=0 131.024 internal_count=2500 2421 is_linear=0 shrinkage=0.000400217 Tree=3971 num_leaves=3 num_cat=0 split_feature=2 151 split_gain=4.19069 4.1934 threshold=-0.58149499999999998 -0.52082499999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.09329279709397624 -0.026322343867131871 0.0010443717790899179 leaf_weight=0.086735203862189247 2.2664458483923218 121.27708679478383 leaf_count=2 36 2425 internal_value=0 0.000518941 internal_weight=0 123.544 internal_count=2463 2461 is_linear=0 shrinkage=0.0204111 Tree=3972 num_leaves=3 num_cat=0 split_feature=1456 1 split_gain=5.81475 4.18083 threshold=-1.0000000180025095e-35 0.13849500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043196789085822639 1.8582228361994465e-05 0.00033716545141553337 leaf_weight=4.284847223898395 119.12310536394943 6.8740886974846935 leaf_count=226 2110 108 internal_value=0 3.62472e-05 internal_weight=0 125.997 internal_count=2444 2218 is_linear=0 shrinkage=0.000400217 Tree=3973 num_leaves=4 num_cat=0 split_feature=4 48 150 split_gain=4.56813 6.09809 5.50027 threshold=0.27190000000000009 0.12230500000000001 -0.091259999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029895805778877934 0.00021280459276041828 -0.00034256728416715254 -7.9687514255618447e-05 leaf_weight=6.439725291565991 21.693985342513773 3.601542877033352 99.486312641762197 leaf_count=50 277 22 2093 internal_value=0 0.00013257 -5.63766e-05 internal_weight=0 25.2955 105.926 internal_count=2442 299 2143 is_linear=0 shrinkage=0.000400217 Tree=3974 num_leaves=3 num_cat=0 split_feature=1374 1429 split_gain=4.44872 4.22631 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037385615302255989 -0.0004345223368189176 3.8883332141766897e-05 leaf_weight=4.4532756381668142 2.9806557678966774 130.23012369505886 leaf_count=43 130 2315 internal_value=0 2.79346e-05 internal_weight=0 133.211 internal_count=2488 2445 is_linear=0 shrinkage=0.000400217 Tree=3975 num_leaves=4 num_cat=0 split_feature=13 47 2 split_gain=5.18213 5.67847 2.21488 threshold=-0.24588999999999997 0.11893500000000001 0.097940000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1871814308611244e-05 -2.5448904998142836e-06 -0.00038449264279721758 0.00034849393642108571 leaf_weight=3.3206949457526198 114.42869135070941 6.4821022521355181 9.0756786651909334 leaf_count=37 2295 68 101 internal_value=0 -2.33581e-05 0.00024723 internal_weight=0 120.911 12.3964 internal_count=2501 2363 138 is_linear=0 shrinkage=0.000400217 Tree=3976 num_leaves=4 num_cat=0 split_feature=1 1429 4 split_gain=6.591 7.62344 6.28325 threshold=0.094405000000000003 0.084690000000000015 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001510946804707651 -0.00031200388538936148 0.0002512182452540349 0.00011959301405574171 leaf_weight=59.799484948627651 5.8599743322702116 8.5282612260780279 56.993705763597973 leaf_count=1601 102 123 642 internal_value=0 -0.000100552 7.88711e-05 internal_weight=0 68.3277 62.8537 internal_count=2468 1724 744 is_linear=0 shrinkage=0.000400217 Tree=3977 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=4.83237 5.89928 3.19962 threshold=0.12541500000000003 0.093315000000000023 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.540418244727633e-06 0.00047397532143364615 -0.00022354200038684881 7.3175224367010366e-05 leaf_weight=90.985618122736923 4.7354632578790179 21.853675294871209 9.4845553347840887 leaf_count=1625 126 605 94 internal_value=0 -3.73907e-05 0.000209307 internal_weight=0 112.839 14.22 internal_count=2450 2230 220 is_linear=0 shrinkage=0.000400217 Tree=3978 num_leaves=3 num_cat=0 split_feature=151 128 split_gain=4.26371 4.21354 threshold=-0.28286499999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020328553996240034 0.0021900739019742794 -0.018517248404008355 leaf_weight=3.7199456118978551 125.71366505892365 4.1202023080550125 leaf_count=60 2254 170 internal_value=0 0.00151755 internal_weight=0 129.834 internal_count=2484 2424 is_linear=0 shrinkage=0.0204111 Tree=3979 num_leaves=4 num_cat=0 split_feature=43 0 43 split_gain=4.40025 6.59198 5.93905 threshold=-0.074459999999999985 -0.060094999999999989 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052998788460356151 -0.016258286346135353 0.015601675071333145 -0.00035846240073467134 leaf_weight=28.772138634958537 11.200886649836319 16.548042449750938 72.621377838542685 leaf_count=797 619 160 890 internal_value=0 0.0053842 -0.00250196 internal_weight=0 45.3202 83.8223 internal_count=2466 957 1509 is_linear=0 shrinkage=0.0204111 Tree=3980 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=4.83097 4.48935 threshold=-1.0000000180025095e-35 -0.095584999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021768180224636353 -0.0053518186806131626 0.0035125327850858501 leaf_weight=3.8396823321527327 32.285177467216272 89.637595018706634 leaf_count=223 469 1775 internal_value=0 0.00116249 internal_weight=0 121.923 internal_count=2467 2244 is_linear=0 shrinkage=0.0204111 Tree=3981 num_leaves=3 num_cat=0 split_feature=39 12 split_gain=4.05066 7.35249 threshold=0.16946000000000003 0.11610500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.2669510469981205e-05 0.0004782611469728118 -0.00053059896332971804 leaf_weight=122.43426731039654 2.4376300675794473 4.4418045113561666 leaf_count=2333 19 105 internal_value=0 -3.12536e-05 internal_weight=0 126.876 internal_count=2457 2438 is_linear=0 shrinkage=0.000400217 Tree=3982 num_leaves=4 num_cat=0 split_feature=124 483 124 split_gain=4.86413 4.79668 3.28609 threshold=-0.043384999999999993 0.097480000000000011 -0.087944999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.830649435138763e-05 -3.1700928040130439e-05 -0.00047271391593399546 0.00035881479565155543 leaf_weight=4.0468712034635237 113.10097499430412 3.9825258810305959 8.2890449272235838 leaf_count=55 2153 134 140 internal_value=0 -4.7139e-05 0.000216 internal_weight=0 117.084 12.3359 internal_count=2482 2287 195 is_linear=0 shrinkage=0.000400217 Tree=3983 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=5.06358 6.07907 4.97773 threshold=-0.24269999999999997 -0.24042999999999998 0.11375500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016997829921944249 -0.065718068209461758 -0.0020912250921779189 -0.014644369379384943 leaf_weight=10.581304195569826 0.51724350638687511 113.76715950161451 2.4772178578423327 leaf_count=180 6 2287 20 internal_value=0 -0.00244324 0.0109218 internal_weight=0 114.284 13.0585 internal_count=2493 2293 200 is_linear=0 shrinkage=0.0204111 Tree=3984 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=7.36132 9.83311 8.16027 threshold=-0.10566999999999999 -0.075434999999999988 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018704465263222784 -0.00027706739686291279 2.9133463320131159e-05 -0.00018820794227949905 leaf_weight=46.937351998640224 25.5519910005969 48.57545650418615 11.467282529920338 leaf_count=362 1279 785 84 internal_value=0 -7.66737e-05 0.000113148 internal_weight=0 74.1274 58.4046 internal_count=2510 2064 446 is_linear=0 shrinkage=0.000400217 Tree=3985 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.27202 6.00953 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041076577262134033 0.0011334408743301453 -5.5066799501245609e-06 leaf_weight=4.0524949263490262 0.63449231022968788 125.11527519019728 leaf_count=225 3 2214 internal_value=0 1.24328e-06 internal_weight=0 125.75 internal_count=2442 2217 is_linear=0 shrinkage=0.000400217 Tree=3986 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=6.03393 6.24065 3.17646 threshold=0.27190000000000009 -0.084634999999999988 0.11865500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01356550868537996 0.011945881985152526 -0.0040892159549012512 -0.0095704005533079617 leaf_weight=9.0471891643246618 20.18260331929196 93.604456937609939 3.241258578374981 leaf_count=74 282 2132 23 internal_value=0 -0.00252013 0.00893722 internal_weight=0 102.652 23.4239 internal_count=2511 2206 305 is_linear=0 shrinkage=0.0204111 Tree=3987 num_leaves=4 num_cat=0 split_feature=41 3 13 split_gain=4.01819 4.3546 1.65128 threshold=0.083035000000000012 -0.097754999999999995 -0.14288499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0084176781334592311 -0.0026349073214207864 -0.00022699798029101248 -0.023975374875543902 leaf_weight=32.827466061979067 2.6994922724552453 92.283928638702491 3.4089070144109419 leaf_count=318 28 2065 58 internal_value=0 0.00204674 -0.0147615 internal_weight=0 125.111 6.1084 internal_count=2469 2383 86 is_linear=0 shrinkage=0.0204111 Tree=3988 num_leaves=3 num_cat=0 split_feature=1373 447 split_gain=4.54921 4.44813 threshold=0.099250000000000019 0.089095000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040657777068808229 -0.028721310604536577 0.018366219312812761 leaf_weight=121.88447499205358 2.1623143320903173 5.3833313928917041 leaf_count=2392 21 66 internal_value=0 0.000402943 internal_weight=0 127.268 internal_count=2479 2458 is_linear=0 shrinkage=0.0204111 Tree=3989 num_leaves=4 num_cat=0 split_feature=2 159 11 split_gain=4.35447 5.68374 4.89083 threshold=0.097940000000000013 -0.47141999999999995 0.088215000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.034003709714361563 0.0051441749722511785 -0.0048322924866541035 -0.019492116158207274 leaf_weight=1.4950404737028282 53.050014740991173 70.323358597874176 3.4741298641310996 leaf_count=37 697 1684 53 internal_value=0 -0.00397217 0.00359442 internal_weight=0 71.8184 56.5241 internal_count=2471 1721 750 is_linear=0 shrinkage=0.0204111 Tree=3990 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=5.22709 8.30129 7.91698 threshold=0.084045000000000022 -0.047749999999999994 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023390768933345416 0.00012254271088924483 -0.00022849708656193289 -4.6284735663823383e-05 leaf_weight=23.435459074156824 15.292309343814848 36.066025412845192 51.346838242665399 leaf_count=317 135 1501 490 internal_value=0 -0.000123933 4.17411e-05 internal_weight=0 51.3583 74.7823 internal_count=2443 1636 807 is_linear=0 shrinkage=0.000400217 Tree=3991 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=4.13189 3.86863 threshold=-1.0000000180025095e-35 0.16826500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02302957987098446 -0.0016903129023810492 0.02012995558298121 leaf_weight=2.915413200040347 124.22692202473991 3.3681558610405764 leaf_count=69 2358 62 internal_value=0 -0.00109717 internal_weight=0 127.595 internal_count=2489 2420 is_linear=0 shrinkage=0.0204111 Tree=3992 num_leaves=4 num_cat=0 split_feature=52 1374 151 split_gain=6.20768 5.58833 2.32979 threshold=0.17002500000000001 -0.094929999999999987 -0.077429999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02454275619576406 0.0082692944637203607 0.0013821244918039042 -0.023214973957809342 leaf_weight=3.4602066022343925 1.0962618441553784 114.36855948086304 6.3264409207040435 leaf_count=43 18 2121 260 internal_value=0 0.000598227 -0.0185113 internal_weight=0 117.829 7.4227 internal_count=2442 2164 278 is_linear=0 shrinkage=0.0204111 Tree=3993 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.98584 4.53135 threshold=-1.0000000180025095e-35 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045074360546183283 -0.0019887547052386692 -7.7655576467235988e-06 leaf_weight=2.9593482828931874 0.073255673050879433 126.82340633230342 leaf_count=66 1 2379 internal_value=0 -1.06614e-05 internal_weight=0 126.897 internal_count=2446 2380 is_linear=0 shrinkage=0.000400217 Tree=3994 num_leaves=4 num_cat=0 split_feature=1456 1 160 split_gain=4.79278 4.40171 0.343924 threshold=1.0000000180025095e-35 0.13662500000000002 -0.089549999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043302312360797411 -0.0079354700705542743 0.014978531706777773 -0.024882184371503961 leaf_weight=116.20354930727626 0.74768697723629918 8.157923224847762 3.1900282628630512 leaf_count=2136 64 133 156 internal_value=0 0.000590516 -0.0219727 internal_weight=0 124.361 3.93772 internal_count=2489 2269 220 is_linear=0 shrinkage=0.0204111 Tree=3995 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=4.98675 4.50178 0.0536202 threshold=-0.40446999999999994 0.08888500000000002 -0.099774999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023568290632347528 6.6748347270478208e-05 -0.00036237082646811794 -0.00045043973120947802 leaf_weight=0.63989660749211941 127.91724462987622 3.9292343380511729 2.9064826982794321 leaf_count=19 2090 196 158 internal_value=0 5.36633e-05 -0.000420089 internal_weight=0 131.846 3.54638 internal_count=2463 2286 177 is_linear=0 shrinkage=0.000400217 Tree=3996 num_leaves=4 num_cat=0 split_feature=133 1 1 split_gain=4.49391 4.24333 0.1504 threshold=-0.39935999999999994 0.11588000000000001 0.11762000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021027817646581081 -0.00083714140381610253 0.0089476980553292937 -0.037375257612319301 leaf_weight=1.564416779438033 101.28097296756459 22.464943229453638 0.67876079119741906 leaf_count=128 2023 325 5 internal_value=0 0.00094569 -0.0275161 internal_weight=0 123.746 2.24318 internal_count=2481 2348 133 is_linear=0 shrinkage=0.0204111 Tree=3997 num_leaves=4 num_cat=0 split_feature=52 1446 12 split_gain=4.58706 4.22841 0.902222 threshold=-0.40306999999999998 0.083530000000000007 -0.041094999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040326334385151624 0.001677350184578484 -0.020981222741402024 -0.021448949123765295 leaf_weight=0.62394482840318222 119.79727894745884 3.4205427816777947 4.5635222471610168 leaf_count=11 2012 194 253 internal_value=0 0.00102987 -0.0183636 internal_weight=0 123.218 5.18747 internal_count=2470 2206 264 is_linear=0 shrinkage=0.0204111 Tree=3998 num_leaves=3 num_cat=0 split_feature=2 9 split_gain=4.66954 4.0754 threshold=-0.58149499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.10327820792997963 0.020574038561592511 -0.00061656934180616765 leaf_weight=0.070564813911913826 3.7885473633650681 123.37155996712681 leaf_count=1 74 2358 internal_value=0 3.23181e-05 internal_weight=0 127.16 internal_count=2433 2432 is_linear=0 shrinkage=0.0204111 Tree=3999 num_leaves=4 num_cat=0 split_feature=132 12 456 split_gain=4.19443 5.01658 4.7583 threshold=0.081240000000000021 0.077995000000000009 0.084065000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060286471551030817 0.022220763096903733 -0.002154597604495022 -0.017911146534747239 leaf_weight=112.36256756178045 7.7916893099900317 6.3056778620230034 5.984974159684497 leaf_count=2106 73 182 154 internal_value=0 0.0113867 -0.000349455 internal_weight=0 14.0974 118.348 internal_count=2515 255 2260 is_linear=0 shrinkage=0.0204111 Tree=4000 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=3.91869 4.93536 threshold=-0.40186499999999997 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032352780370617111 -0.00012974095224097614 0.016798993253765312 leaf_weight=1.3853483065031458 123.17770648244186 7.5063491044566026 leaf_count=9 2366 141 internal_value=0 0.000856175 internal_weight=0 130.684 internal_count=2516 2507 is_linear=0 shrinkage=0.0204111 Tree=4001 num_leaves=4 num_cat=0 split_feature=457 3 3 split_gain=4.3389 4.8322 4.11541 threshold=0.080930000000000016 0.18307500000000002 0.090810000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1623612168733771e-05 -2.2450147464916736e-05 0.00029201156516817811 0.00030859466170755022 leaf_weight=99.143797686163452 11.613413995131852 6.4902959056198588 12.333844947861506 leaf_count=2166 148 109 61 internal_value=0 -3.96096e-05 0.000148695 internal_weight=0 105.634 23.9473 internal_count=2484 2275 209 is_linear=0 shrinkage=0.000400217 Tree=4002 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=4.04421 6.18009 5.8491 threshold=0.10098000000000001 0.10299500000000002 0.091305000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00092710847183052946 0.010560890657925944 -0.0042608962226784904 -0.020701825565583764 leaf_weight=69.194500546655036 30.01051252358593 19.103447938803583 6.7378587255952871 leaf_count=1673 416 199 169 internal_value=0 0.00479921 -0.00270972 internal_weight=0 49.114 75.9324 internal_count=2457 615 1842 is_linear=0 shrinkage=0.0204111 Tree=4003 num_leaves=3 num_cat=0 split_feature=3 50 split_gain=4.51796 4.43174 threshold=-0.59414999999999984 0.085685000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.099362429867532923 0.0018908866650308379 -0.011256536774215753 leaf_weight=0.076345190405844643 116.59362419252284 11.645819409473914 leaf_count=1 1978 455 internal_value=0 0.00068815 internal_weight=0 128.239 internal_count=2434 2433 is_linear=0 shrinkage=0.0204111 Tree=4004 num_leaves=3 num_cat=0 split_feature=1456 133 split_gain=5.94279 4.76667 threshold=-1.0000000180025095e-35 0.11264000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043279599249792855 4.5210211448759891e-05 -0.00038328899243299003 leaf_weight=4.4709258382790713 124.81497791077709 4.1900491622363907 leaf_count=226 1963 276 internal_value=0 3.09724e-05 internal_weight=0 129.005 internal_count=2465 2239 is_linear=0 shrinkage=0.000400217 Tree=4005 num_leaves=4 num_cat=0 split_feature=14 0 160 split_gain=4.17192 5.09652 0.248262 threshold=0.076175000000000007 -0.13314999999999996 -0.014214999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012175560335757734 -0.00056817651781597108 -4.734964240602157e-05 -0.00030267402959556304 leaf_weight=42.696402385598049 1.5333943493897098 85.575410094315885 1.7140822202200059 leaf_count=281 30 2142 51 internal_value=0 8.99562e-06 -0.000442798 internal_weight=0 128.272 3.24748 internal_count=2504 2423 81 is_linear=0 shrinkage=0.000400217 Tree=4006 num_leaves=4 num_cat=0 split_feature=0 1 49 split_gain=5.87292 6.34875 5.20041 threshold=-0.0019449999999999999 0.094435000000000005 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0090281825453563946 0.0025177192992054029 0.001365099268255009 0.024406321715476929 leaf_weight=46.339160139177693 21.190593759878542 51.72796102357097 5.6481674606911829 leaf_count=1625 240 593 29 internal_value=0 -0.00355068 0.00720639 internal_weight=0 98.0671 26.8388 internal_count=2487 2218 269 is_linear=0 shrinkage=0.0204111 Tree=4007 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=5.22762 7.87848 1.06839 threshold=-0.37478999999999996 -0.098124999999999976 -0.46166999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0050736746004645247 -0.013038694697279925 0.0011217274757927313 0.018945469874724861 leaf_weight=3.7526043406687677 19.58062996371882 96.907494291823241 6.3963078839005885 leaf_count=45 290 2034 131 internal_value=0 -0.00126875 0.0139276 internal_weight=0 116.488 10.1489 internal_count=2500 2324 176 is_linear=0 shrinkage=0.0204111 Tree=4008 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=4.23048 4.43378 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044818615486662744 5.7141135951166456e-05 -9.6534213562751624e-05 leaf_weight=2.9304293653694904 53.188186562561896 68.912423653178848 leaf_count=71 436 1954 internal_value=0 -2.96007e-05 internal_weight=0 122.101 internal_count=2461 2390 is_linear=0 shrinkage=0.000400217 Tree=4009 num_leaves=4 num_cat=0 split_feature=1447 38 1454 split_gain=4.52441 3.90837 1.7299 threshold=-1.0000000180025095e-35 0.10386000000000002 0.085700000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047027169750415499 3.069194786300342e-05 -0.00045528466450965805 0.00016140581771494986 leaf_weight=4.0868060982611487 127.82684232195606 2.5949977498967192 0.77407677855808277 leaf_count=211 2218 29 31 internal_value=0 2.06403e-05 -0.00036831 internal_weight=0 130.422 4.86088 internal_count=2489 2247 242 is_linear=0 shrinkage=0.000400217 Tree=4010 num_leaves=4 num_cat=0 split_feature=484 133 123 split_gain=5.65864 5.18479 3.92684 threshold=-0.0068949999999999992 0.099280000000000021 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017946145876757337 0.0035293145309614493 -0.013820785102487743 0.019919198694694332 leaf_weight=9.0376484761509328 111.66305099852616 7.5583897148026145 1.2095077196136106 leaf_count=384 1747 324 11 internal_value=0 0.00241742 -0.0133098 internal_weight=0 119.221 10.2472 internal_count=2466 2071 395 is_linear=0 shrinkage=0.0204111 Tree=4011 num_leaves=4 num_cat=0 split_feature=4 1374 12 split_gain=6.05213 4.95244 2.34749 threshold=-0.49367499999999992 -0.094929999999999987 -0.077034999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019260051905835404 -0.019734822563520202 0.0021317761977205914 -0.025536822876708949 leaf_weight=1.725498793646693 4.3684461223892859 117.12995449232403 4.9304787507280698 leaf_count=12 45 2292 109 internal_value=0 0.00132812 -0.0185033 internal_weight=0 121.498 6.65598 internal_count=2458 2337 121 is_linear=0 shrinkage=0.0204111 Tree=4012 num_leaves=4 num_cat=0 split_feature=12 16 474 split_gain=4.70374 7.18114 5.40874 threshold=0.084045000000000022 0.024055000000000003 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.1476915961074375e-05 -0.00021879964392635076 8.8735558710306803e-05 0.00031252738679983657 leaf_weight=70.615617101226235 31.92157541384222 19.524933841690654 10.945277012535369 leaf_count=741 1270 401 103 internal_value=0 -0.000102145 5.22502e-05 internal_weight=0 51.4465 81.5609 internal_count=2515 1671 844 is_linear=0 shrinkage=0.000400217 Tree=4013 num_leaves=3 num_cat=0 split_feature=10 2 split_gain=4.03199 4.39871 threshold=0.058500000000000003 0.090510000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.9968018125386353e-05 0.00039050475793364143 5.2170069456042206e-05 leaf_weight=51.078946001900476 4.0575176421552888 74.982374339102535 leaf_count=1338 55 1096 internal_value=0 -9.50896e-06 internal_weight=0 126.061 internal_count=2489 2434 is_linear=0 shrinkage=0.000400217 Tree=4014 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=5.49912 6.72764 5.04577 threshold=-1.0000000180025095e-35 0.081465000000000024 -0.51412499999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035747874039667452 0.00055699555053330895 0.00017453045902896159 1.9630049006966379e-05 leaf_weight=12.94560010021087 2.7614135993644586 5.2946878285147241 108.44354244650458 leaf_count=565 16 126 1762 internal_value=0 -0.000202927 3.35206e-05 internal_weight=0 18.2403 111.205 internal_count=2469 691 1778 is_linear=0 shrinkage=0.000400217 Tree=4015 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=4.37755 4.72728 3.88815 threshold=-0.10939499999999998 -0.14203999999999997 -0.14203999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016607744144367856 8.648954360666373e-05 -9.5887557907712486e-05 0.00023093285690900295 leaf_weight=4.8941166694276061 32.753202631487511 74.017681234399788 18.999420484295115 leaf_count=61 217 2021 168 internal_value=0 -3.99093e-05 0.000149218 internal_weight=0 106.771 23.8935 internal_count=2467 2238 229 is_linear=0 shrinkage=0.000400217 Tree=4016 num_leaves=4 num_cat=0 split_feature=376 1456 2 split_gain=4.82746 4.98201 1.71828 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.092135000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2727885230332966e-06 5.7675951693090991e-05 -0.00048297845340629039 0.00039123568757922747 leaf_weight=116.13105435410398 4.0783898457884771 3.493527011567493 6.3529982094187289 leaf_count=2099 64 208 72 internal_value=0 -1.96623e-05 0.00026282 internal_weight=0 119.625 10.4314 internal_count=2443 2307 136 is_linear=0 shrinkage=0.000400217 Tree=4017 num_leaves=4 num_cat=0 split_feature=1429 52 157 split_gain=4.04252 4.26113 0.709263 threshold=-1.0000000180025095e-35 -0.05819499999999999 -0.092234999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012502587800971381 0.00011542695945613477 -3.8203779038124463e-05 -0.00055790366829282939 leaf_weight=0.93078679186874103 44.905868020490743 80.754267432756023 2.1797056845389298 leaf_count=42 633 1709 87 internal_value=0 1.67515e-05 -0.000437214 internal_weight=0 125.66 3.11049 internal_count=2471 2342 129 is_linear=0 shrinkage=0.000400217 Tree=4018 num_leaves=4 num_cat=0 split_feature=42 12 472 split_gain=4.54667 4.91498 4.18005 threshold=-1.0000000180025095e-35 0.040165000000000006 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1660062946743914e-05 -0.00042766562270330345 -0.00040474141858446203 5.8201734597081007e-05 leaf_weight=10.53971111145802 2.7982031935825935 7.8564923386729779 113.05766860733274 leaf_count=94 115 599 1702 internal_value=0 -0.000167546 4.60653e-05 internal_weight=0 18.3962 115.856 internal_count=2510 693 1817 is_linear=0 shrinkage=0.000400217 Tree=4019 num_leaves=4 num_cat=0 split_feature=1375 0 0 split_gain=6.39706 4.96331 3.29949 threshold=-1.0000000180025095e-35 -0.10674499999999999 -0.14867499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00067592725477802007 0.00012399755186075887 -4.2764607339301971e-05 -0.00010091539148833346 leaf_weight=3.0961808785796165 46.123695948743261 74.791803033876931 3.2779813315719357 leaf_count=17 391 1988 79 internal_value=0 2.09033e-05 -0.000387068 internal_weight=0 120.915 6.37416 internal_count=2475 2379 96 is_linear=0 shrinkage=0.000400217 Tree=4020 num_leaves=4 num_cat=0 split_feature=52 52 12 split_gain=5.6851 6.23629 1.91908 threshold=-0.24526499999999998 -0.05819499999999999 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032738041625784026 0.00015147419470126869 -4.5848026115199195e-05 -0.00040986593024878261 leaf_weight=0.53578042337903742 37.337154447392095 81.352898448079941 6.5530680438096161 leaf_count=6 422 1745 274 internal_value=0 1.63093e-05 -0.00034992 internal_weight=0 118.69 7.08885 internal_count=2447 2167 280 is_linear=0 shrinkage=0.000400217 Tree=4021 num_leaves=4 num_cat=0 split_feature=1 157 13 split_gain=5.36816 7.21613 3.06348 threshold=0.12500000000000003 -0.084489999999999996 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043038468305707696 0.00051489872467814796 1.2029785200100094e-05 0.00012045578742744025 leaf_weight=6.1187824604276093 4.5092889743391416 112.95058402989525 10.254133286885915 leaf_count=201 120 2061 97 internal_value=0 -1.10882e-05 0.000243902 internal_weight=0 119.069 14.7634 internal_count=2479 2262 217 is_linear=0 shrinkage=0.000400217 Tree=4022 num_leaves=3 num_cat=0 split_feature=151 483 split_gain=4.35164 4.27114 threshold=-0.27336999999999995 0.10297500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042088701064275859 4.6013871124395405e-05 -0.00040236592017522883 leaf_weight=3.3573917174362569 121.75605813515722 3.3892999360396052 leaf_count=59 2268 111 internal_value=0 3.35216e-05 internal_weight=0 125.145 internal_count=2438 2379 is_linear=0 shrinkage=0.000400217 Tree=4023 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=4.70984 4.91513 threshold=-0.51498499999999992 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040740288733994427 -0.000478247849137769 7.1770543673765674e-05 leaf_weight=3.4291722680791272 2.5464197869296177 126.56661086405802 leaf_count=181 133 2138 internal_value=0 6.05179e-05 internal_weight=0 129.113 internal_count=2452 2271 is_linear=0 shrinkage=0.000400217 Tree=4024 num_leaves=4 num_cat=0 split_feature=14 16 48 split_gain=5.16329 5.35228 0.497171 threshold=0.062655000000000016 0.3935300000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.710470200358227e-06 -0.00071182024830318102 -0.00031928093335677839 -0.00034083982735808857 leaf_weight=113.63101340437424 1.4424258957151326 8.5713115135731623 1.5622073595877726 leaf_count=2145 15 234 65 internal_value=0 -1.6426e-05 -0.00053811 internal_weight=0 122.202 3.00463 internal_count=2459 2379 80 is_linear=0 shrinkage=0.000400217 Tree=4025 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=5.20629 5.82563 2.69 threshold=0.11332500000000002 -0.23058999999999999 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010936730880274763 0.012226265162227072 -0.0045401898043772359 -0.00086077217425250662 leaf_weight=11.312272475101052 16.911421799217354 89.768547232306446 10.606190518126821 leaf_count=65 228 2050 140 internal_value=0 -0.00279793 0.00719904 internal_weight=0 101.081 27.5176 internal_count=2483 2115 368 is_linear=0 shrinkage=0.0204111 Tree=4026 num_leaves=3 num_cat=0 split_feature=1365 14 split_gain=4.16221 4.18316 threshold=0.084635000000000016 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.0076121992691109e-05 -0.00045872712046908661 -0.00039466826781736386 leaf_weight=124.73515489259444 2.7683596671558908 3.5372209588531396 leaf_count=2354 44 83 internal_value=0 2.77539e-05 internal_weight=0 128.272 internal_count=2481 2437 is_linear=0 shrinkage=0.000400217 Tree=4027 num_leaves=4 num_cat=0 split_feature=1 48 52 split_gain=4.77327 5.87678 0.336706 threshold=0.13849500000000003 0.12879500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021305017006086773 0.012642122039708367 -0.017763671872494464 0.023008081665355243 leaf_weight=114.53295822220389 2.8455088172340766 6.4273725264938539 3.7114104034844777 leaf_count=2289 44 61 59 internal_value=0 0.00105795 0.0187973 internal_weight=0 120.96 6.55692 internal_count=2453 2350 103 is_linear=0 shrinkage=0.0204111 Tree=4028 num_leaves=4 num_cat=0 split_feature=15 43 4 split_gain=8.03529 4.8554 3.19231 threshold=0.084050000000000014 0.25619500000000001 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021226451236166476 -0.019323849728736169 -0.023848987703834826 0.013615474054874906 leaf_weight=111.94632934327819 11.109797418423112 2.969727958974544 1.2963356489781279 leaf_count=1537 833 84 8 internal_value=0 0.00142891 -0.015791 internal_weight=0 114.916 12.4061 internal_count=2462 1621 841 is_linear=0 shrinkage=0.0204111 Tree=4029 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=5.40359 9.38977 3.99789 threshold=0.098950000000000024 0.10299500000000002 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0061189053068378668 -0.020557929509351109 0.016427167115349809 0.0062842177347664334 leaf_weight=64.917151287649176 2.3138412304688236 8.6200261292979103 50.897450262447819 leaf_count=1785 85 39 559 internal_value=0 -0.0034551 0.0050763 internal_weight=0 73.5372 53.2113 internal_count=2468 1824 644 is_linear=0 shrinkage=0.0204111 Tree=4030 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=4.13585 4.32552 threshold=-1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022938824976717277 -0.016990721666129638 -0.00077805839557795666 leaf_weight=2.7897810739232218 7.1611406905576578 119.77303017581289 leaf_count=68 119 2324 internal_value=0 -0.00170688 internal_weight=0 126.934 internal_count=2511 2443 is_linear=0 shrinkage=0.0204111 Tree=4031 num_leaves=3 num_cat=0 split_feature=376 3 split_gain=4.70555 4.86855 threshold=0.088470000000000007 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010896559320948321 0.00039115376083229098 -6.2527884692902723e-05 leaf_weight=37.668595727940556 4.7164017958566538 88.818334365627379 leaf_count=368 49 2060 internal_value=0 -1.14049e-05 internal_weight=0 126.487 internal_count=2477 2428 is_linear=0 shrinkage=0.000400217 Tree=4032 num_leaves=3 num_cat=0 split_feature=1213 42 split_gain=5.0134 3.98489 threshold=-0.080769999999999995 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023838176397049257 -0.032305355571588083 0.0012801918681302506 leaf_weight=3.4015145423181812 1.3775610958691675 123.96753300756973 leaf_count=250 9 2242 internal_value=0 0.000882579 internal_weight=0 125.345 internal_count=2501 2251 is_linear=0 shrinkage=0.0204111 Tree=4033 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=4.72439 4.17313 threshold=1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0063216959199780447 -0.018012843138247144 -0.0012759433057102088 leaf_weight=50.29971984931035 5.1208774219267061 74.747207426335081 leaf_count=402 57 1993 internal_value=0 0.0017831 internal_weight=0 125.047 internal_count=2452 2395 is_linear=0 shrinkage=0.0204111 Tree=4034 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=4.00481 7.65152 3.17999 threshold=-0.097754999999999995 0.094405000000000003 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0093300631431508917 -0.0084783251031075955 0.0034520859400817747 -0.0041890479628765272 leaf_weight=27.823211971321143 41.766224061881076 48.045361265656538 9.7146795057924447 leaf_count=235 1507 602 128 internal_value=0 -0.00209971 0.00582931 internal_weight=0 89.8116 37.5379 internal_count=2472 2109 363 is_linear=0 shrinkage=0.0204111 Tree=4035 num_leaves=4 num_cat=0 split_feature=1447 48 13 split_gain=4.82896 4.48995 0.859501 threshold=-1.0000000180025095e-35 0.12879500000000002 -0.089654999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033763231608419466 0.0017174721889086149 -0.017014529045502498 -0.024678561502153785 leaf_weight=1.050506973871961 114.02500559600594 5.4804418573039575 3.6181459841027381 leaf_count=26 2159 56 206 internal_value=0 0.000843312 -0.0200766 internal_weight=0 119.505 4.66865 internal_count=2447 2215 232 is_linear=0 shrinkage=0.0204111 Tree=4036 num_leaves=3 num_cat=0 split_feature=33 133 split_gain=4.06746 3.88826 threshold=-1.0000000180025095e-35 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023506036285944866 -0.02666680893326847 0.00068457177250369722 leaf_weight=2.9742920342832795 2.0916677583445553 124.56058773638506 leaf_count=28 127 2317 internal_value=0 0.000209707 internal_weight=0 126.652 internal_count=2472 2444 is_linear=0 shrinkage=0.0204111 Tree=4037 num_leaves=4 num_cat=0 split_feature=51 483 40 split_gain=5.21986 3.97632 3.42994 threshold=-0.10998999999999999 0.10297500000000001 0.064905000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01792827747201136 0.0038381897625154593 -0.018245974715695543 0.014775803431937554 leaf_weight=7.8623071455513109 116.51940323546296 3.3890675817383444 1.5164398057386277 leaf_count=234 2123 94 12 internal_value=0 0.00319757 -0.0125285 internal_weight=0 119.908 9.37875 internal_count=2463 2217 246 is_linear=0 shrinkage=0.0204111 Tree=4038 num_leaves=4 num_cat=0 split_feature=4 3 43 split_gain=4.24141 4.47306 2.76827 threshold=-0.49121999999999993 -0.10072999999999999 -0.23817999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0037301417648041256 0.0077399689987178418 -0.0011326780662538386 -0.0218863592805815 leaf_weight=2.5149984657764435 32.614147526444867 85.479795221806853 5.507347085978834 leaf_count=9 282 2020 116 internal_value=0 0.0013227 -0.0139148 internal_weight=0 118.094 8.02235 internal_count=2427 2302 125 is_linear=0 shrinkage=0.0204111 Tree=4039 num_leaves=4 num_cat=0 split_feature=42 158 1 split_gain=4.90156 5.74528 4.34918 threshold=-1.0000000180025095e-35 0.094245000000000009 0.10790500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035081686289980304 3.199929759409849e-05 -0.00039873964995983119 8.2501422504263538e-05 leaf_weight=11.901258125813913 104.77048189734342 5.0942430301511186 5.3147339299321166 leaf_count=621 1590 171 55 internal_value=0 1.1641e-05 -0.000217379 internal_weight=0 109.865 17.216 internal_count=2437 1761 676 is_linear=0 shrinkage=0.000400217 Tree=4040 num_leaves=3 num_cat=0 split_feature=1365 1375 split_gain=4.07118 4.75581 threshold=0.084635000000000016 -0.43429999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00057960663160605541 -0.0004621821990763722 2.4239855776044791e-05 leaf_weight=2.0110859924461684 2.8196615258930242 130.85190759322722 leaf_count=12 43 2425 internal_value=0 1.46194e-05 internal_weight=0 132.863 internal_count=2480 2437 is_linear=0 shrinkage=0.000400217 Tree=4041 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=4.53088 7.4135 5.66225 threshold=-0.084024999999999975 -0.037429999999999998 -0.085154999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.0784070737843892e-05 -0.0003281707540099604 -8.5899905283750292e-06 0.00074091601826641051 leaf_weight=35.925967031391338 13.492821370644377 80.007932986947708 2.0308057013608041 leaf_count=669 616 1171 70 internal_value=0 -5.50451e-05 0.000108712 internal_weight=0 93.5008 37.9568 internal_count=2526 1787 739 is_linear=0 shrinkage=0.000400217 Tree=4042 num_leaves=4 num_cat=0 split_feature=484 0 40 split_gain=5.51338 4.67004 3.75941 threshold=-0.0068949999999999992 -0.074494999999999992 -0.0089699999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031504396052175386 -4.2370424041358778e-05 0.00012008993488671845 -0.00040654832999840779 leaf_weight=1.2708233445882795 73.168607579835225 46.107355300860945 7.7454398495610786 leaf_count=13 1442 645 389 internal_value=0 2.0484e-05 -0.000302225 internal_weight=0 119.276 9.01626 internal_count=2489 2087 402 is_linear=0 shrinkage=0.000400217 Tree=4043 num_leaves=4 num_cat=0 split_feature=160 1 42 split_gain=5.03775 5.93953 5.90624 threshold=-0.091944999999999985 0.10846000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045271122455380411 -0.00017882689544803428 0.00014306388103928409 7.1747098660479691e-05 leaf_weight=7.3897385121381358 17.522248458233662 4.1022850651061162 103.49608159264608 leaf_count=304 611 68 1452 internal_value=0 -0.00024071 3.53347e-05 internal_weight=0 11.492 121.018 internal_count=2435 372 2063 is_linear=0 shrinkage=0.000400217 Tree=4044 num_leaves=3 num_cat=0 split_feature=1373 160 split_gain=4.45085 4.59695 threshold=-1.0000000180025095e-35 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055168159222428257 -0.00042884586423764111 2.1570957680945327e-05 leaf_weight=2.2000598879531017 3.6254990246088701 125.43571326797246 leaf_count=19 186 2270 internal_value=0 8.5574e-06 internal_weight=0 129.061 internal_count=2475 2456 is_linear=0 shrinkage=0.000400217 Tree=4045 num_leaves=4 num_cat=0 split_feature=3 10 11 split_gain=6.47186 4.51823 4.20205 threshold=-0.15480499999999997 -0.088499999999999981 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021134575396559076 0.018997787519467534 -0.0034702685033724135 -0.00093737322987104063 leaf_weight=8.3174481167225149 3.7529666587943202 107.06542025375529 6.2476940620690575 leaf_count=61 66 2257 104 internal_value=0 -0.00269096 0.0117319 internal_weight=0 110.818 14.5651 internal_count=2488 2323 165 is_linear=0 shrinkage=0.0204111 Tree=4046 num_leaves=4 num_cat=0 split_feature=1 158 456 split_gain=4.66723 6.43381 4.21562 threshold=0.099515000000000006 0.077000000000000013 0.088355000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5180127358558957e-05 0.00012788419992320978 -0.00045460664430946465 -0.00029898735503220471 leaf_weight=68.458519196807174 48.490642736549489 5.9748321918596039 3.9060357734560958 leaf_count=1634 593 201 43 internal_value=0 -6.02816e-05 9.54923e-05 internal_weight=0 74.4334 52.3967 internal_count=2471 1835 636 is_linear=0 shrinkage=0.000400217 Tree=4047 num_leaves=3 num_cat=0 split_feature=1446 15 split_gain=3.75681 3.78036 threshold=0.091555000000000011 -0.24269999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011874354836559414 -0.022958730441360951 -0.0001583590129123312 leaf_weight=11.884770282660609 2.6823086907679672 116.59111502117594 leaf_count=200 107 2166 internal_value=0 0.000964108 internal_weight=0 128.476 internal_count=2473 2366 is_linear=0 shrinkage=0.0204111 Tree=4048 num_leaves=4 num_cat=0 split_feature=42 43 2 split_gain=5.99593 4.25833 0.789511 threshold=-0.094924999999999995 -0.074459999999999985 0.10912000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023680632108891146 0.0070391923561013052 -0.0012111078977433529 -0.006200930995632876 leaf_weight=4.4262004646298001 38.107614355831174 81.865550650065416 1.5406510694883762 leaf_count=167 841 1404 35 internal_value=0 0.00141359 -0.0193647 internal_weight=0 119.973 5.96685 internal_count=2447 2245 202 is_linear=0 shrinkage=0.0204111 Tree=4049 num_leaves=4 num_cat=0 split_feature=124 15 133 split_gain=5.13421 4.49284 3.30872 threshold=-0.043384999999999993 -0.46714499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010882972393903687 0.019221185255238044 -0.0024677652477703284 0.016524984241957742 leaf_weight=2.1283620530739418 4.0221898385789236 106.39303542558628 10.70803643541876 leaf_count=36 54 2225 164 internal_value=0 -0.00165901 0.0119257 internal_weight=0 110.415 12.8364 internal_count=2479 2279 200 is_linear=0 shrinkage=0.0204111 Tree=4050 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=6.11791 11.6615 6.05017 threshold=1.0000000180025095e-35 -0.059114999999999994 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038973039482408794 9.9858345127377488e-05 7.4177495188441445e-05 -0.00013687137730567018 leaf_weight=16.811465140650398 73.336932076781522 17.75523066171445 22.511909057851881 leaf_count=1116 950 142 239 internal_value=0 -0.000151973 4.41631e-05 internal_weight=0 34.5667 95.8488 internal_count=2447 1258 1189 is_linear=0 shrinkage=0.000400217 Tree=4051 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=5.68607 4.08256 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025352640985294848 -0.013799360691830232 0.0019620722103060569 leaf_weight=3.3890992766246191 7.1668427351833079 115.32155970881286 leaf_count=40 371 2011 internal_value=0 0.0010281 internal_weight=0 122.488 internal_count=2422 2382 is_linear=0 shrinkage=0.0204111 Tree=4052 num_leaves=4 num_cat=0 split_feature=130 14 0 split_gain=4.99088 4.81795 0.617189 threshold=1.0000000180025095e-35 0.076175000000000007 -0.12948499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016318986922756989 -0.0026626490164248181 -0.024969499253775181 -0.02424216790658092 leaf_weight=122.95513772142294 0.68203038471983735 2.7916443772846824 3.6474796724214675 leaf_count=2123 18 64 309 internal_value=0 0.00101965 -0.0209956 internal_weight=0 125.747 4.32951 internal_count=2514 2187 327 is_linear=0 shrinkage=0.0204111 Tree=4053 num_leaves=4 num_cat=0 split_feature=42 43 124 split_gain=5.00025 6.69948 1.37532 threshold=-0.094924999999999995 -0.074459999999999985 -0.076779999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041878258833056962 0.0067948868561717151 -0.003439846393911494 -0.022480528986428286 leaf_weight=1.3578922674059866 39.796183871541871 80.064287339657312 5.3983066843356928 leaf_count=14 837 1427 194 internal_value=0 -3.85307e-05 -0.0179463 internal_weight=0 119.86 6.7562 internal_count=2472 2264 208 is_linear=0 shrinkage=0.0204111 Tree=4054 num_leaves=4 num_cat=0 split_feature=156 156 157 split_gain=4.25783 3.66099 0.82455 threshold=0.11850000000000001 -1.0000000180025095e-35 -0.04831499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004186049219698441 -0.00023735020750531306 3.7503276995725974e-05 -0.00078898224138478047 leaf_weight=2.7720124059414948 0.92605427064700041 125.27060468832497 1.0173580909613509 leaf_count=131 28 2268 48 internal_value=0 2.72718e-05 -0.000553373 internal_weight=0 128.043 1.94341 internal_count=2475 2399 76 is_linear=0 shrinkage=0.000400217 Tree=4055 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=4.16609 9.33618 9.26324 threshold=-0.10674499999999999 -0.075379999999999989 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0069957188353161094 -0.013599965399170785 0.0019155451920920027 -0.023446441282995813 leaf_weight=46.976746181026101 24.172518812236376 48.211873412772547 4.4590544218081041 leaf_count=399 1258 759 29 internal_value=0 -0.00327881 0.00431144 internal_weight=0 72.3844 51.4358 internal_count=2445 2017 428 is_linear=0 shrinkage=0.0204111 Tree=4056 num_leaves=4 num_cat=0 split_feature=15 1374 1348 split_gain=6.48954 6.35183 4.9788 threshold=0.035895000000000003 -0.094929999999999987 0.090205000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049782717468244359 -0.00030805320356668535 4.0924639031764851e-05 0.00045565883247120179 leaf_weight=3.5099320663139215 15.4446557504416 108.88940067621297 1.4004959817975748 leaf_count=40 888 1529 5 internal_value=0 2.36222e-05 -0.000241969 internal_weight=0 112.399 16.8452 internal_count=2462 1569 893 is_linear=0 shrinkage=0.000400217 Tree=4057 num_leaves=4 num_cat=0 split_feature=14 0 3 split_gain=3.95953 4.08975 0.873841 threshold=0.076175000000000007 -0.12948499999999999 -0.013714999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064697975333964141 -0.030860773250715162 -0.0013308162885252242 -0.0097172335985370693 leaf_weight=42.213493596646003 1.6556271467125045 82.650828048994299 1.7919594364939246 leaf_count=290 56 2089 25 internal_value=0 0.00130981 -0.0205223 internal_weight=0 124.864 3.44759 internal_count=2460 2379 81 is_linear=0 shrinkage=0.0204111 Tree=4058 num_leaves=3 num_cat=0 split_feature=1444 160 split_gain=3.76512 3.49261 threshold=-0.084274999999999989 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.027358275447255408 -0.021114114409547906 8.7127818759545481e-05 leaf_weight=1.9461339919944283 3.2131982091814271 122.23622256766248 leaf_count=29 185 2281 internal_value=0 -0.000474254 internal_weight=0 125.449 internal_count=2495 2466 is_linear=0 shrinkage=0.0204111 Tree=4059 num_leaves=4 num_cat=0 split_feature=403 11 3 split_gain=4.27197 4.49222 4.36454 threshold=-1.0000000180025095e-35 0.081365000000000007 -0.13088999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013782990734609291 5.304353657673627e-05 -0.000217333644446934 -0.00039503137479693465 leaf_weight=3.51467199716717 105.02248836017679 10.748779562767593 7.7578530953614955 leaf_count=32 1741 136 561 internal_value=0 2.77546e-05 -0.000229168 internal_weight=0 115.771 11.2725 internal_count=2470 1877 593 is_linear=0 shrinkage=0.000400217 Tree=4060 num_leaves=4 num_cat=0 split_feature=14 1365 48 split_gain=4.54084 4.69045 1.37289 threshold=0.076175000000000007 1.0000000180025095e-35 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.047264698701278e-05 -0.00069681401658779432 -0.00041603118275779509 -0.00017428367629907055 leaf_weight=127.0173465525877 1.5202600527554753 3.4373714829562223 1.7905792272649694 leaf_count=2337 16 56 66 internal_value=0 3.78344e-05 -0.000429163 internal_weight=0 130.455 3.31084 internal_count=2475 2393 82 is_linear=0 shrinkage=0.000400217 Tree=4061 num_leaves=4 num_cat=0 split_feature=131 132 12 split_gain=4.10982 3.9324 3.00464 threshold=0.092225000000000015 0.081465000000000024 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013434735716008682 0.0079002282650872009 0.011874988992054013 -0.023521194469290758 leaf_weight=110.29675570869585 1.5921529752667991 10.134461567155084 5.3247630021651267 leaf_count=2048 41 135 226 internal_value=0 -0.000221124 -0.0162779 internal_weight=0 120.431 6.91692 internal_count=2450 2183 267 is_linear=0 shrinkage=0.0204111 Tree=4062 num_leaves=4 num_cat=0 split_feature=3 50 15 split_gain=3.78912 4.68918 1.44273 threshold=0.18307500000000002 0.083090000000000011 -0.0036549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.535325296569136e-06 0.006499969464626441 -0.014177209329321984 0.026075885761591058 leaf_weight=107.25101077734143 3.9989775229478255 10.58209807462117 2.5857633301056913 leaf_count=1894 92 458 28 internal_value=0 -0.00128866 0.0144947 internal_weight=0 117.833 6.58474 internal_count=2472 2352 120 is_linear=0 shrinkage=0.0204111 Tree=4063 num_leaves=4 num_cat=0 split_feature=42 1 43 split_gain=4.35645 7.04857 5.11743 threshold=-1.0000000180025095e-35 0.10790500000000001 -0.51412499999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019364229689726779 0.025200947920784963 0.0075481790653789535 0.00099711976737894368 leaf_weight=10.623108284053162 3.6566196223720899 6.4368547527119508 106.50320740326424 leaf_count=628 20 58 1767 internal_value=0 -0.00922696 0.00182531 internal_weight=0 17.06 110.16 internal_count=2473 686 1787 is_linear=0 shrinkage=0.0204111 Tree=4064 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=4.22201 4.73744 threshold=-0.084274999999999989 0.098950000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.028760272339527895 -0.0047974781737371601 0.0033534971369649502 leaf_weight=1.8713751197792579 68.395402847061632 52.347841132199392 leaf_count=26 1802 651 internal_value=0 -0.00126382 internal_weight=0 120.743 internal_count=2479 2453 is_linear=0 shrinkage=0.0204111 Tree=4065 num_leaves=4 num_cat=0 split_feature=133 1 1 split_gain=3.68033 3.88962 0.323077 threshold=-0.39935999999999994 0.11588000000000001 0.11762000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017436324044152171 -0.00079678316009933994 0.008297135138068755 -0.03658652377675399 leaf_weight=1.6206033285998267 102.53410942193295 24.107557547744364 0.67771486379206169 leaf_count=133 2006 317 5 internal_value=0 0.000940139 -0.0245205 internal_weight=0 126.642 2.29832 internal_count=2461 2323 138 is_linear=0 shrinkage=0.0204111 Tree=4066 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=4.87346 6.94714 4.27087 threshold=0.099515000000000006 -0.066264999999999991 0.09722500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019054173120941576 0.00015096074429282673 6.9994276810125353e-05 -8.0421007315952716e-05 leaf_weight=45.523679520367295 33.267352699651383 25.508871774392901 20.612020931323059 leaf_count=1585 443 261 203 internal_value=0 -9.70164e-05 6.24604e-05 internal_weight=0 71.0326 53.8794 internal_count=2492 1846 646 is_linear=0 shrinkage=0.000400217 Tree=4067 num_leaves=4 num_cat=0 split_feature=1456 41 160 split_gain=5.07443 4.82814 0.34724 threshold=1.0000000180025095e-35 0.078475000000000017 -0.089549999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034995435495851551 -0.0063930140544647867 -0.012432619741269989 -0.024673657439745596 leaf_weight=114.98529642270296 0.61409819450636893 8.401232388452625 2.9798036423744625 leaf_count=2145 65 105 153 internal_value=0 0.00240445 -0.0218375 internal_weight=0 123.387 3.5939 internal_count=2468 2250 218 is_linear=0 shrinkage=0.0204111 Tree=4068 num_leaves=4 num_cat=0 split_feature=403 52 15 split_gain=3.76293 3.62326 1.12833 threshold=-0.092224999999999988 -0.51498499999999992 -0.23118499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029901308779566336 -0.00040603191380266451 2.9960476542278949e-05 -0.00041967972479377221 leaf_weight=0.3046762729063629 3.0212938552140249 119.46331761431065 3.9026571100985157 leaf_count=7 164 1970 285 internal_value=0 1.8845e-05 -0.000361233 internal_weight=0 122.485 4.20733 internal_count=2426 2134 292 is_linear=0 shrinkage=0.000400217 Tree=4069 num_leaves=3 num_cat=0 split_feature=156 38 split_gain=4.55911 4.9221 threshold=0.11896500000000002 0.10386000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00045913921817389232 -0.031807143564044453 -0.029517350366883601 leaf_weight=120.67750051508483 1.8077306582708832 2.2140099303796879 leaf_count=2374 73 28 internal_value=0 -0.000107294 internal_weight=0 122.892 internal_count=2475 2402 is_linear=0 shrinkage=0.0204111 Tree=4070 num_leaves=4 num_cat=0 split_feature=43 457 3 split_gain=4.1302 6.73751 4.90727 threshold=-0.074459999999999985 0.082380000000000009 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0841316068255213e-05 -0.00011464802153098493 0.00016952963266952584 0.00024355749005843682 leaf_weight=26.258568744495278 66.145566606981447 16.634523855522275 19.530764606781304 leaf_count=687 1391 107 283 internal_value=0 -5.73911e-05 9.22531e-05 internal_weight=0 82.7801 45.7893 internal_count=2468 1498 970 is_linear=0 shrinkage=0.000400217 Tree=4071 num_leaves=3 num_cat=0 split_feature=46 453 split_gain=4.51827 4.30828 threshold=0.084955000000000017 0.10071000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.4984894303389694e-05 -0.00047830433248632193 -0.00056899961024200411 leaf_weight=123.0257734451734 2.9273462481796733 1.8755768174305547 leaf_count=2426 37 13 internal_value=0 1.55637e-05 internal_weight=0 124.901 internal_count=2476 2439 is_linear=0 shrinkage=0.000400217 Tree=4072 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=4.36666 6.01525 4.91873 threshold=0.098950000000000024 0.091705000000000023 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.735907471662508e-05 0.00013572854895250899 -0.00035526350582251189 -0.00021521475951741191 leaf_weight=64.194753033065354 46.649658731650561 9.6058778935112041 7.3081256300210944 leaf_count=1451 595 363 58 internal_value=0 -6.18122e-05 8.7849e-05 internal_weight=0 73.8006 53.9578 internal_count=2467 1814 653 is_linear=0 shrinkage=0.000400217 Tree=4073 num_leaves=4 num_cat=0 split_feature=4 1374 1 split_gain=4.75196 4.60084 0.207782 threshold=0.50657000000000008 0.10637000000000001 0.11000000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039994029586754704 0.0098667482394230871 -0.027344240353519775 0.020594865458313676 leaf_weight=118.13673318125075 1.3167852926999319 2.5886823744513086 4.1522966112243012 leaf_count=2340 9 23 126 internal_value=0 -0.0010025 0.0182616 internal_weight=0 120.725 5.46908 internal_count=2498 2363 135 is_linear=0 shrinkage=0.0204111 Tree=4074 num_leaves=4 num_cat=0 split_feature=3 1 12 split_gain=4.50156 8.33875 4.10022 threshold=-0.097754999999999995 0.088975000000000012 0.093375000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021934878315137674 -0.00021427445845229582 4.3181244701001682e-05 -5.3519961204245742e-05 leaf_weight=24.279833570239134 30.204115971777355 60.010310664074495 13.758643985085653 leaf_count=191 1322 756 183 internal_value=0 -4.31746e-05 0.000120784 internal_weight=0 90.2144 38.0385 internal_count=2452 2078 374 is_linear=0 shrinkage=0.000400217 Tree=4075 num_leaves=4 num_cat=0 split_feature=52 1374 15 split_gain=5.40088 4.69017 1.88973 threshold=-0.24526499999999998 -0.094929999999999987 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0042441378368375205 -0.022241764341621856 0.0019633031471731886 -0.02191147800650908 leaf_weight=1.3885218093637375 3.3266026545315972 111.04235763617908 5.7984430066135237 leaf_count=35 41 2126 251 internal_value=0 0.0012382 -0.0168706 internal_weight=0 114.369 7.18696 internal_count=2453 2167 286 is_linear=0 shrinkage=0.0204111 Tree=4076 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=4.56888 4.99193 threshold=0.10386000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01188897034737635 -0.032377795365427571 -0.0019642286064239863 leaf_weight=11.912224038504062 1.802389015094376 109.64800191087124 leaf_count=180 25 2258 internal_value=0 -0.000597001 internal_weight=0 121.56 internal_count=2463 2438 is_linear=0 shrinkage=0.0204111 Tree=4077 num_leaves=3 num_cat=0 split_feature=3 1444 split_gain=4.59963 3.97661 threshold=0.26577500000000004 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.027799928275273146 0.020627374335768847 -0.0012223342466306797 leaf_weight=1.8899482946726482 4.2547798205632708 112.56629968412744 leaf_count=26 100 2295 internal_value=0 -0.000716406 internal_weight=0 114.456 internal_count=2421 2321 is_linear=0 shrinkage=0.0204111 Tree=4078 num_leaves=4 num_cat=0 split_feature=0 3 48 split_gain=4.92547 6.9626 6.7799 threshold=-0.10161999999999997 -0.12118 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014230016215725848 0.00013206383824138735 -0.00014214901667236637 -0.00033805280494150417 leaf_weight=52.280756722786464 21.211254657362588 48.661353851493914 5.0647660627728319 leaf_count=445 183 1796 31 internal_value=0 -5.8828e-05 9.92992e-05 internal_weight=0 69.8726 57.3455 internal_count=2455 1979 476 is_linear=0 shrinkage=0.000400217 Tree=4079 num_leaves=3 num_cat=0 split_feature=9 39 split_gain=3.66289 3.57895 threshold=-0.036024999999999995 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022877345217041281 -0.0007485313402704032 0.024263305218035002 leaf_weight=2.8076579406624651 120.51922580516839 2.3194843214005223 leaf_count=70 2362 18 internal_value=0 -0.000254583 internal_weight=0 122.839 internal_count=2450 2380 is_linear=0 shrinkage=0.0204111 Tree=4080 num_leaves=3 num_cat=0 split_feature=1365 483 split_gain=4.13052 4.27011 threshold=0.084635000000000016 0.10297500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.5371887262910193e-05 -0.00040981718833497976 -0.00042270821177275698 leaf_weight=125.56819527113112 3.3407552217831826 3.0898561633075579 leaf_count=2341 47 105 internal_value=0 3.37727e-05 internal_weight=0 128.658 internal_count=2493 2446 is_linear=0 shrinkage=0.000400217 Tree=4081 num_leaves=4 num_cat=0 split_feature=15 159 50 split_gain=3.92121 5.24801 3.68145 threshold=-0.25061999999999995 0.10506000000000001 0.11375500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016104015330488348 -0.00034563804958942539 -0.021551123433012499 -0.011604769892374191 leaf_weight=10.062838769052176 107.67004501666815 4.9803742830990805 2.3994147733319542 leaf_count=186 2149 135 21 internal_value=0 -0.00130362 0.0107133 internal_weight=0 112.65 12.4623 internal_count=2491 2284 207 is_linear=0 shrinkage=0.0204111 Tree=4082 num_leaves=4 num_cat=0 split_feature=42 39 132 split_gain=4.14353 5.05507 4.89241 threshold=-1.0000000180025095e-35 0.085095000000000018 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029032440322916887 1.5337463562847365e-05 0.00028760103734521748 0.00015825414866635468 leaf_weight=13.100845154898709 99.813126376378932 12.155405801022424 5.4379629110335364 leaf_count=553 1590 213 130 internal_value=0 4.51524e-05 -0.000158583 internal_weight=0 111.969 18.5388 internal_count=2486 1803 683 is_linear=0 shrinkage=0.000400217 Tree=4083 num_leaves=4 num_cat=0 split_feature=147 0 147 split_gain=4.57648 5.93692 0.768333 threshold=0.089025000000000007 -0.075434999999999988 0.10245000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0059033216497398735 0.017688861299264832 0.0035535642793539236 0.0054552458416387908 leaf_weight=65.396361181381508 5.5618661383632553 47.765464211726794 3.6525843301787972 leaf_count=1635 64 743 32 internal_value=0 -0.00191202 0.0129632 internal_weight=0 113.162 9.21445 internal_count=2474 2378 96 is_linear=0 shrinkage=0.0204111 Tree=4084 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=4.20249 4.66023 threshold=0.16826500000000003 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.7819024494457919e-06 0.00042365468113811339 -0.00052601220942941171 leaf_weight=121.42617361119483 3.4271851524244985 2.7214472937630481 leaf_count=2357 61 74 internal_value=0 -1.86277e-05 internal_weight=0 124.148 internal_count=2492 2431 is_linear=0 shrinkage=0.000400217 Tree=4085 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=4.54522 6.52278 6.32642 threshold=-0.063379999999999978 -0.00013499999999999997 -0.075774999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.401380290165155e-05 -0.00038294291325385697 -3.1379735497827761e-05 0.00024905305747130929 leaf_weight=27.472934875317151 9.5292769137886335 68.816528381721582 20.530156285152771 leaf_count=774 488 879 320 internal_value=0 -7.46262e-05 8.16141e-05 internal_weight=0 78.3458 48.0031 internal_count=2461 1367 1094 is_linear=0 shrinkage=0.000400217 Tree=4086 num_leaves=4 num_cat=0 split_feature=15 43 12 split_gain=6.27991 4.45434 3.90785 threshold=0.077615000000000003 -0.11046999999999998 0.080120000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.676971356829135e-05 6.7158946412362199e-05 -0.00039816604738238223 -5.5684878693544905e-05 leaf_weight=66.553330930240918 4.9119431462604544 9.7229451226594374 45.088511371461209 leaf_count=596 136 771 942 internal_value=0 -0.000242664 3.52042e-05 internal_weight=0 14.6349 111.642 internal_count=2445 907 1538 is_linear=0 shrinkage=0.000400217 Tree=4087 num_leaves=3 num_cat=0 split_feature=31 1444 split_gain=3.99473 3.79104 threshold=-1.0000000180025095e-35 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022724904783200342 0.026710650867294208 -0.0014085219418775404 leaf_weight=2.9305232675978905 1.9189213992212888 121.84680093094357 leaf_count=73 29 2366 internal_value=0 -0.000948801 internal_weight=0 123.766 internal_count=2468 2395 is_linear=0 shrinkage=0.0204111 Tree=4088 num_leaves=4 num_cat=0 split_feature=155 1456 3 split_gain=4.72722 4.68082 0.116698 threshold=0.083985000000000018 1.0000000180025095e-35 0.08449000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021275178026376011 -0.017301329030364763 -0.021864972158661476 -0.027825171572995109 leaf_weight=118.85192474689393 2.6165383965999349 3.3754533329483811 1.1983330443035809 leaf_count=2097 155 211 22 internal_value=0 0.00144553 -0.0213062 internal_weight=0 122.227 3.81487 internal_count=2485 2308 177 is_linear=0 shrinkage=0.0204111 Tree=4089 num_leaves=4 num_cat=0 split_feature=128 124 2 split_gain=4.5972 4.87093 0.481487 threshold=0.085185000000000025 -0.043384999999999993 0.108005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012747591476183141 -0.025648161414294483 -0.00053014341812855745 -0.0077196861011510293 leaf_weight=12.716920820297672 2.8808603196957843 111.94134179661341 0.94580443133600045 leaf_count=198 140 2104 28 internal_value=0 0.000834599 -0.0215624 internal_weight=0 124.658 3.82666 internal_count=2470 2302 168 is_linear=0 shrinkage=0.0204111 Tree=4090 num_leaves=4 num_cat=0 split_feature=403 1 42 split_gain=3.66788 4.81167 3.85882 threshold=-1.0000000180025095e-35 0.080270000000000022 -0.40186499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023445856780590916 -0.031411419013272789 0.0036879707009078357 0.0020581954713686942 leaf_weight=5.6929968804033688 1.3415132693480689 5.0779708729824051 115.15807828230027 leaf_count=434 9 161 1868 internal_value=0 -0.0107473 0.001643 internal_weight=0 10.771 116.5 internal_count=2472 595 1877 is_linear=0 shrinkage=0.0204111 Tree=4091 num_leaves=4 num_cat=0 split_feature=1456 2 43 split_gain=4.78011 4.93687 0.0630106 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.070609999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012640675043990666 -0.00026903559466424172 6.473685003049941e-05 -0.00048880125471506075 leaf_weight=27.80556268314831 0.76095999940298531 96.220354354474694 2.6640810502722152 leaf_count=561 118 1705 100 internal_value=0 2.18087e-05 -0.000450037 internal_weight=0 124.026 3.42504 internal_count=2484 2266 218 is_linear=0 shrinkage=0.000400217 Tree=4092 num_leaves=3 num_cat=0 split_feature=453 454 split_gain=4.15239 4.15184 threshold=0.091330000000000008 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046666228507807146 -0.025078579053143726 0.019600483447345895 leaf_weight=120.52897832429153 2.6444967244751743 4.3420104626566163 leaf_count=2416 26 25 internal_value=0 0.000248046 internal_weight=0 124.871 internal_count=2467 2441 is_linear=0 shrinkage=0.0204111 Tree=4093 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.77686 4.1138 threshold=-1.0000000180025095e-35 0.092135000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044375572066599834 -8.3489112275258291e-05 6.0043911563945856e-05 leaf_weight=2.9753017813200122 57.759099057249841 71.389062744521652 leaf_count=72 1432 1008 internal_value=0 -4.16526e-06 internal_weight=0 129.148 internal_count=2512 2440 is_linear=0 shrinkage=0.000400217 Tree=4094 num_leaves=4 num_cat=0 split_feature=2 4 52 split_gain=6.65509 6.82748 5.9768 threshold=0.08894500000000001 -0.10092 0.18897000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019998125417294935 6.3103606590068345e-05 -0.0002204330301984807 -0.00038432934335327841 leaf_weight=7.1800379077903917 69.247395836020587 41.4249096577405 5.0247530116175758 leaf_count=80 1016 1205 162 internal_value=0 -0.000158012 3.23004e-05 internal_weight=0 48.6049 74.2721 internal_count=2463 1285 1178 is_linear=0 shrinkage=0.000400217 Tree=4095 num_leaves=3 num_cat=0 split_feature=52 15 split_gain=6.70571 5.89304 threshold=-0.29521499999999995 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042626861611531219 4.4368992220822356e-05 -0.00025105705774785273 leaf_weight=5.6561674251279319 109.91270651576633 11.882595806411699 leaf_count=279 1395 821 internal_value=0 1.53425e-05 internal_weight=0 121.795 internal_count=2495 2216 is_linear=0 shrinkage=0.000400217 Tree=4096 num_leaves=4 num_cat=0 split_feature=1 16 43 split_gain=5.87542 7.89597 4.94369 threshold=0.094405000000000003 -0.014034999999999997 -0.074254999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025309523793194569 0.00023909947149638441 2.6409809795489394e-05 1.9542717621860071e-06 leaf_weight=27.419240626302781 21.074064172338694 39.2500722311961 41.987282602116466 leaf_count=1065 263 643 483 internal_value=0 -8.87745e-05 8.14876e-05 internal_weight=0 66.6693 63.0613 internal_count=2454 1708 746 is_linear=0 shrinkage=0.000400217 Tree=4097 num_leaves=4 num_cat=0 split_feature=158 456 1 split_gain=4.10879 4.61016 4.60796 threshold=0.084905000000000022 0.087015000000000023 0.098370000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021889318024877627 -0.024298554893850393 -0.01659176338670219 0.0049480611503214906 leaf_weight=110.13934438480646 5.5794773941888689 5.6168471856508395 3.6518454994075 leaf_count=2056 181 135 84 internal_value=0 0.00126248 -0.0128082 internal_weight=0 115.756 9.23132 internal_count=2456 2191 265 is_linear=0 shrinkage=0.0204111 Tree=4098 num_leaves=4 num_cat=0 split_feature=13 0 3 split_gain=4.8352 5.2026 3.26866 threshold=-0.10939499999999998 -0.23040499999999997 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015199098396884037 0.00017595076691545033 -6.5127924322625345e-05 0.0002440975803751389 leaf_weight=3.9584059817716506 16.997295372653753 88.466301581574953 19.1108356078621 leaf_count=48 86 2186 186 internal_value=0 -2.61285e-05 0.000175728 internal_weight=0 105.464 23.0692 internal_count=2506 2272 234 is_linear=0 shrinkage=0.000400217 Tree=4099 num_leaves=4 num_cat=0 split_feature=12 3 0 split_gain=5.20499 8.30099 5.91641 threshold=0.084045000000000022 0.095980000000000024 -0.060094999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013802231814481541 -0.00022944557382352605 -0.00014145958058960472 5.2508171041617738e-05 leaf_weight=49.598529470298672 31.558932594649377 25.78027070290409 19.058330424013548 leaf_count=573 1428 244 229 internal_value=0 4.23688e-05 -0.000123403 internal_weight=0 75.3788 50.6173 internal_count=2474 817 1657 is_linear=0 shrinkage=0.000400217 Tree=4100 num_leaves=4 num_cat=0 split_feature=42 13 16 split_gain=5.40843 5.01411 1.33472 threshold=-0.108275 0.11184000000000001 -0.16075999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.999194174939572e-05 -9.0825972360598918e-06 0.00023902227816355578 -0.00052080362836308164 leaf_weight=0.89514180668629695 109.829314612085 14.692979431245474 3.6873856184538445 leaf_count=16 2198 117 133 internal_value=0 2.03809e-05 -0.000417208 internal_weight=0 124.522 4.58253 internal_count=2464 2315 149 is_linear=0 shrinkage=0.000400217 Tree=4101 num_leaves=4 num_cat=0 split_feature=480 1456 13 split_gain=5.04332 3.65946 0.0527527 threshold=0.08598500000000002 -1.0000000180025095e-35 -0.089109999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015700900293875605 -0.012511243523000917 0.0029144434773028102 -0.024000315139989452 leaf_weight=4.4562610171706174 0.61020566284423727 120.22610551299294 2.8324591659766147 leaf_count=220 19 2097 147 internal_value=0 0.00223562 -0.0224221 internal_weight=0 124.682 3.44266 internal_count=2483 2317 166 is_linear=0 shrinkage=0.0204111 Tree=4102 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=4.7921 9.6811 6.01311 threshold=-0.10674499999999999 0.077555000000000013 -0.075434999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0098812118913946898 -0.011391883077199383 -0.011077373270721577 0.001089029878378573 leaf_weight=39.71689967950806 24.047307434651884 11.831870117108336 48.050319117028266 leaf_count=340 1264 91 763 internal_value=0 0.00505705 -0.00308504 internal_weight=0 51.5488 72.0976 internal_count=2458 431 2027 is_linear=0 shrinkage=0.0204111 Tree=4103 num_leaves=4 num_cat=0 split_feature=160 130 15 split_gain=4.72885 4.59043 0.0580884 threshold=-0.40446999999999994 1.0000000180025095e-35 -0.099774999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023301484238293305 4.1222675625634553e-05 -0.00037779178602874431 -0.0004486210535259286 leaf_weight=0.64216174557805095 117.7987925085763 4.2305344234919167 3.1699701370380344 leaf_count=20 1955 300 172 internal_value=0 2.63632e-05 -0.000419987 internal_weight=0 122.029 3.81213 internal_count=2447 2255 192 is_linear=0 shrinkage=0.000400217 Tree=4104 num_leaves=3 num_cat=0 split_feature=159 2 split_gain=4.34609 3.53974 threshold=-0.47141999999999995 0.14753000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.033849290303901998 -0.00082860806844644241 0.015213188260040861 leaf_weight=1.4825251482689044 119.76123568268667 5.906309080659411 leaf_count=45 2337 111 internal_value=0 -6.17805e-05 internal_weight=0 125.668 internal_count=2493 2448 is_linear=0 shrinkage=0.0204111 Tree=4105 num_leaves=4 num_cat=0 split_feature=1456 15 133 split_gain=4.01655 4.16624 0.678335 threshold=1.0000000180025095e-35 -0.24269999999999997 0.085760000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014156712080306711 -0.024064669172860782 0.0009317375552846082 -0.0021824166905109201 leaf_weight=10.768959585635455 2.7966913804848441 113.09638605671353 0.77027137466939155 leaf_count=203 97 2066 127 internal_value=0 0.00209328 -0.0195495 internal_weight=0 123.865 3.56696 internal_count=2493 2269 224 is_linear=0 shrinkage=0.0204111 Tree=4106 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=4.14217 10.2892 8.435 threshold=0.086380000000000012 -0.061889999999999994 -0.23078999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019879039215028007 -0.017183846356704318 0.010720303553024967 -0.00072338084978219072 leaf_weight=9.0245602403301728 16.77814360125922 8.0761234695091826 88.147420872555813 leaf_count=55 249 70 2088 internal_value=0 -0.00810928 0.00121069 internal_weight=0 24.8543 97.172 internal_count=2462 319 2143 is_linear=0 shrinkage=0.0204111 Tree=4107 num_leaves=4 num_cat=0 split_feature=1213 403 475 split_gain=4.12681 4.6474 2.47346 threshold=-1.0000000180025095e-35 -0.083174999999999985 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022568612120002336 -0.0182533358608113 0.0028861361946095217 -0.019457682285710601 leaf_weight=0.55882292985916127 4.3861431565746889 118.50847242906457 5.3764479577948796 leaf_count=1 290 1809 393 internal_value=0 0.00211573 -0.0151562 internal_weight=0 122.895 5.93527 internal_count=2493 2099 394 is_linear=0 shrinkage=0.0204111 Tree=4108 num_leaves=3 num_cat=0 split_feature=38 480 split_gain=4.40873 4.17608 threshold=0.10386000000000002 0.08598500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.8435265368547549e-05 -0.00054992727546535915 -0.00041588558376499561 leaf_weight=120.66065908370365 2.2183998478576532 3.5413270599674425 leaf_count=2281 28 170 internal_value=0 5.6882e-06 internal_weight=0 124.202 internal_count=2479 2451 is_linear=0 shrinkage=0.000400217 Tree=4109 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=4.5671 4.36805 threshold=1.0000000180025095e-35 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024564935333532445 -0.00041994127863334948 1.776044339312156e-06 leaf_weight=13.044252074905669 3.6512771618145043 111.17391898862843 leaf_count=191 44 2234 internal_value=0 2.75835e-05 internal_weight=0 124.218 internal_count=2469 2425 is_linear=0 shrinkage=0.000400217 Tree=4110 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=4.63816 10.1246 8.38641 threshold=-0.10674499999999999 0.11951500000000001 -0.075434999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011835985156762318 -0.00027897257840219365 -0.00048146132415678136 8.2013791584604911e-06 leaf_weight=50.856114432797767 24.348266710701864 4.834300306683871 48.736576041323133 leaf_count=402 1281 38 775 internal_value=0 6.54298e-05 -8.77512e-05 internal_weight=0 55.6904 73.0848 internal_count=2496 440 2056 is_linear=0 shrinkage=0.000400217 Tree=4111 num_leaves=4 num_cat=0 split_feature=43 44 13 split_gain=5.4334 5.01743 0.206463 threshold=0.25619500000000001 1.0000000180025095e-35 -0.23071499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015671451918395879 -0.039180591666937457 -0.023572976369180119 -0.021856072724210713 leaf_weight=118.46027114901517 0.57127168029546771 3.2904163273051372 2.4286161924828766 leaf_count=2291 6 43 131 internal_value=0 0.000866677 -0.0264463 internal_weight=0 121.751 2.99989 internal_count=2471 2334 137 is_linear=0 shrinkage=0.0204111 Tree=4112 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=4.35293 4.55361 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010098794182771167 -0.00056020198394640859 6.8236417172398502e-05 leaf_weight=35.07174519423279 1.9821662071626622 92.16052701274748 leaf_count=1256 20 1201 internal_value=0 2.15417e-05 internal_weight=0 127.232 internal_count=2477 2457 is_linear=0 shrinkage=0.000400217 Tree=4113 num_leaves=4 num_cat=0 split_feature=12 3 38 split_gain=5.06868 5.42905 3.07286 threshold=-0.070844999999999977 0.14121000000000003 0.088570000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014381010364108429 -0.0033399618861609118 0.011488396862300432 -0.0086234360301595796 leaf_weight=13.630120279616678 96.031493052432779 11.408983871398958 2.857256847084499 leaf_count=236 2105 95 42 internal_value=0 -0.00175503 0.0103631 internal_weight=0 107.44 16.4874 internal_count=2478 2200 278 is_linear=0 shrinkage=0.0204111 Tree=4114 num_leaves=4 num_cat=0 split_feature=14 480 2 split_gain=4.64306 4.33324 0.218494 threshold=0.076175000000000007 0.08598500000000002 0.087285000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016293557191990183 -0.034364577246131914 -0.020197081620754384 -0.018214610247959912 leaf_weight=116.632681765288 1.1495356813538813 3.8048564912023712 1.2394888927519785 leaf_count=2211 39 168 37 internal_value=0 0.000921697 -0.0271761 internal_weight=0 120.438 2.38902 internal_count=2455 2379 76 is_linear=0 shrinkage=0.0204111 Tree=4115 num_leaves=3 num_cat=0 split_feature=2 1365 split_gain=4.42637 4.29388 threshold=-0.58149499999999998 0.084635000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.096292855806743446 0.0021261200612717407 -0.021419578724919241 leaf_weight=0.081124208867548897 123.46653495781356 3.2017366905929512 leaf_count=1 2410 47 internal_value=0 0.00151257 internal_weight=0 126.668 internal_count=2458 2457 is_linear=0 shrinkage=0.0204111 Tree=4116 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=4.19588 3.48293 threshold=0.099250000000000019 -0.12948499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0055240195175060682 -0.028936689770969942 -0.0019110826306117153 leaf_weight=38.984871258988278 1.9355632965452958 79.765711764455773 leaf_count=320 18 2140 internal_value=0 0.000532707 internal_weight=0 118.751 internal_count=2478 2460 is_linear=0 shrinkage=0.0204111 Tree=4117 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=4.35424 4.01215 threshold=-0.51735999999999993 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022535116553248014 -0.02696873811502129 0.0009726494314131344 leaf_weight=3.7326377918943754 2.0683182111824854 118.75391163794848 leaf_count=22 135 2304 internal_value=0 0.000469803 internal_weight=0 120.822 internal_count=2461 2439 is_linear=0 shrinkage=0.0204111 Tree=4118 num_leaves=4 num_cat=0 split_feature=51 0 15 split_gain=5.3005 6.19076 2.76384 threshold=-0.10998999999999999 -0.060644999999999991 -0.094449999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025604184657320312 -2.2313404209153549e-05 0.00018018110711258526 -0.00038177470913111129 leaf_weight=1.1945527830685021 85.595182427205145 33.582895504659973 7.3154638655832951 leaf_count=29 1864 337 217 internal_value=0 3.48626e-05 -0.000290082 internal_weight=0 119.178 8.51002 internal_count=2447 2201 246 is_linear=0 shrinkage=0.000400217 Tree=4119 num_leaves=3 num_cat=0 split_feature=160 403 split_gain=4.80735 4.02121 threshold=-0.40446999999999994 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022728661520505809 0.0022663016133705393 -0.018037600668089491 leaf_weight=3.3774630015104767 117.99652466495172 4.0973349269770543 leaf_count=189 2099 196 internal_value=0 0.00156902 internal_weight=0 122.094 internal_count=2484 2295 is_linear=0 shrinkage=0.0204111 Tree=4120 num_leaves=3 num_cat=0 split_feature=1373 150 split_gain=4.87441 5.18252 threshold=-1.0000000180025095e-35 0.081245000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0006327863000926212 -7.7540011089999449e-05 0.00011248428296506391 leaf_weight=2.0814947886392465 93.389528618135955 30.376747522037476 leaf_count=18 2086 328 internal_value=0 -3.08416e-05 internal_weight=0 123.766 internal_count=2432 2414 is_linear=0 shrinkage=0.000400217 Tree=4121 num_leaves=4 num_cat=0 split_feature=14 160 2 split_gain=4.50441 4.30911 0.433132 threshold=0.076175000000000007 -0.40446999999999994 0.090675000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0212714634455025 -0.031981588361220108 0.001884854484393197 -0.014791480488261692 leaf_weight=3.3313923349778625 1.3797358709853136 121.15764680081338 1.6679818181437438 leaf_count=185 51 2252 28 internal_value=0 0.00124662 -0.0234312 internal_weight=0 124.489 3.04772 internal_count=2516 2437 79 is_linear=0 shrinkage=0.0204111 Tree=4122 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=4.32024 10.7363 7.24548 threshold=-0.10674499999999999 -0.075434999999999988 -0.095804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.8886943426328733e-05 -0.00028803386345385809 3.5130577915867191e-05 0.00019743789681621207 leaf_weight=22.580089978990145 24.868532732885797 48.252701437304495 31.579981506802142 leaf_count=202 1269 773 233 internal_value=0 -7.505e-05 7.39468e-05 internal_weight=0 73.1212 54.1601 internal_count=2477 2042 435 is_linear=0 shrinkage=0.000400217 Tree=4123 num_leaves=3 num_cat=0 split_feature=51 472 split_gain=3.73754 3.53708 threshold=-0.40274499999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044642701658907143 -0.00042574872737825636 2.8359171137623601e-05 leaf_weight=2.7217336675239485 2.6978244128986253 123.95382256519224 leaf_count=85 124 2271 internal_value=0 1.83186e-05 internal_weight=0 126.652 internal_count=2480 2395 is_linear=0 shrinkage=0.000400217 Tree=4124 num_leaves=4 num_cat=0 split_feature=156 0 475 split_gain=4.97844 4.67041 0.710236 threshold=0.11896500000000002 -0.10674499999999999 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012504143492953303 -0.00027625965852127305 -3.126856987816219e-05 -0.00079326829989899753 leaf_weight=53.90451387828216 0.94064116396475617 70.602433742606081 1.0822187113808457 leaf_count=437 47 1949 34 internal_value=0 3.64564e-05 -0.000579955 internal_weight=0 124.507 2.02286 internal_count=2467 2386 81 is_linear=0 shrinkage=0.000400217 Tree=4125 num_leaves=4 num_cat=0 split_feature=401 159 15 split_gain=3.4386 3.50257 0.915483 threshold=0.087110000000000007 -0.50206999999999991 -0.12313499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.039227693375216519 0.0076309890914097985 0.00053865166448103965 -0.02143406295024744 leaf_weight=0.87096427036158175 0.45743678126018483 119.45854754620814 3.5864001138252197 leaf_count=28 22 2237 185 internal_value=0 0.000854897 -0.0180292 internal_weight=0 120.33 4.04384 internal_count=2472 2265 207 is_linear=0 shrinkage=0.0204111 Tree=4126 num_leaves=4 num_cat=0 split_feature=42 156 49 split_gain=4.85782 5.30817 3.85613 threshold=0.10146500000000001 0.091255000000000017 -0.081919999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023997439900174445 0.018997292781065305 -0.014342535839316543 -0.018473794630952785 leaf_weight=105.91711233815295 1.2232277095317829 8.4123698249459249 8.6666420500841905 leaf_count=1970 6 201 278 internal_value=0 0.00115502 -0.0136784 internal_weight=0 114.329 9.88987 internal_count=2455 2171 284 is_linear=0 shrinkage=0.0204111 Tree=4127 num_leaves=4 num_cat=0 split_feature=1213 472 4 split_gain=5.56442 3.50513 2.24699 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15764999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015501297174448994 -0.021607210536333285 0.0016916591281764092 -0.023344428060784132 leaf_weight=0.62353090196847905 2.6404124354594378 119.29821896587964 5.2419829974096492 leaf_count=3 133 1956 379 internal_value=0 0.00116779 -0.0190019 internal_weight=0 121.939 5.86551 internal_count=2471 2089 382 is_linear=0 shrinkage=0.0204111 Tree=4128 num_leaves=3 num_cat=0 split_feature=1456 1213 split_gain=4.71938 3.81416 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021856709724326087 -0.015468604300136204 0.0012393075237157668 leaf_weight=3.9881499757175325 5.8775540152710155 114.62352189821831 leaf_count=218 376 1880 internal_value=0 0.00041076 internal_weight=0 120.501 internal_count=2474 2256 is_linear=0 shrinkage=0.0204111 Tree=4129 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=4.04477 7.84592 5.01479 threshold=-0.097754999999999995 -0.08095999999999999 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012673104208231754 -0.019931359002059775 -0.0006862546681622848 0.019671732407812517 leaf_weight=29.104550520627527 9.8517400375567359 77.332955719539314 7.720754954381845 leaf_count=338 820 1244 40 internal_value=0 -0.0028837 0.0051739 internal_weight=0 87.1847 36.8253 internal_count=2442 2064 378 is_linear=0 shrinkage=0.0204111 Tree=4130 num_leaves=3 num_cat=0 split_feature=1365 46 split_gain=3.88704 3.84029 threshold=1.0000000180025095e-35 0.084955000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.4258852686047006e-06 -0.00043927118083438845 -0.00048175447883434938 leaf_weight=124.97629730813787 3.2234470054972908 2.5015465123578897 leaf_count=2376 48 30 internal_value=0 -1.60744e-06 internal_weight=0 127.478 internal_count=2454 2406 is_linear=0 shrinkage=0.000400217 Tree=4131 num_leaves=4 num_cat=0 split_feature=0 48 4 split_gain=6.06712 9.92529 5.53644 threshold=-0.10674499999999999 0.12879500000000002 0.50500500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069144185621373977 -0.0066273628846271228 -0.023484820512090686 0.015879232150831341 leaf_weight=48.532758019631729 64.048443133739056 4.8183699632645576 4.7958457006607196 leaf_count=415 1867 30 114 internal_value=0 0.0041255 -0.00503627 internal_weight=0 53.3511 68.8443 internal_count=2426 445 1981 is_linear=0 shrinkage=0.0204111 Tree=4132 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=4.37171 11.798 5.03741 threshold=1.0000000180025095e-35 -0.055219999999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019218864664693726 -0.0045960825501241221 0.0048700659599204364 0.005872166312108941 leaf_weight=15.613172811819821 28.604672862682492 18.2835718174465 57.433193481207127 leaf_count=1124 581 123 603 internal_value=0 -0.00625228 0.00239038 internal_weight=0 33.8967 86.0379 internal_count=2431 1247 1184 is_linear=0 shrinkage=0.0204111 Tree=4133 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=3.73298 4.60224 threshold=0.085220000000000004 -0.10161999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0064394502007048635 -0.024960685151095185 -0.0014319725465542386 leaf_weight=55.689547075890005 2.0529393893666557 69.398717559466604 leaf_count=452 45 1971 internal_value=0 0.00207503 internal_weight=0 125.088 internal_count=2468 2423 is_linear=0 shrinkage=0.0204111 Tree=4134 num_leaves=4 num_cat=0 split_feature=484 43 150 split_gain=4.98569 4.40606 3.66528 threshold=-1.0000000180025095e-35 -0.074459999999999985 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020242068130705785 0.0061251176278667337 -0.0022005965478231466 0.011813184739672794 leaf_weight=7.8165509643295064 42.558825436935876 69.695547839379287 1.7504181540571151 leaf_count=410 752 1309 14 internal_value=0 0.000958877 -0.0143083 internal_weight=0 112.254 9.56697 internal_count=2485 2061 424 is_linear=0 shrinkage=0.0204111 Tree=4135 num_leaves=4 num_cat=0 split_feature=457 52 39 split_gain=4.76956 6.2483 3.99066 threshold=0.080930000000000016 -0.088284999999999988 0.16946000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002345199004254121 -0.016697114271445285 0.013421788171050563 0.024001657634534285 leaf_weight=103.48476343395305 3.3001621575094786 18.313716274802573 2.3403036366216829 leaf_count=2252 50 157 17 internal_value=0 0.00876067 -0.00173779 internal_weight=0 21.6139 105.825 internal_count=2476 207 2269 is_linear=0 shrinkage=0.0204111 Tree=4136 num_leaves=4 num_cat=0 split_feature=124 484 123 split_gain=4.18388 5.18373 3.82022 threshold=-0.043384999999999993 -0.071284999999999987 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017972492865727838 -0.00043832748531434331 -1.0294796697062617e-05 0.00032026290312377637 leaf_weight=3.1007269269903182 4.6185195203579488 108.12248706213722 10.5080649376614 leaf_count=50 271 1978 160 internal_value=0 -2.8247e-05 0.000205805 internal_weight=0 112.741 13.6088 internal_count=2459 2249 210 is_linear=0 shrinkage=0.000400217 Tree=4137 num_leaves=4 num_cat=0 split_feature=484 133 123 split_gain=5.06904 5.58051 3.90282 threshold=-0.0068949999999999992 0.10599500000000002 0.088205000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020410935962581565 0.0029133815674107473 -0.018303502121043942 0.019703912521164189 leaf_weight=6.9183552640024555 110.37108316952072 5.3069851672335053 1.0884918523952363 leaf_count=384 1790 293 10 internal_value=0 0.00192325 -0.014761 internal_weight=0 115.678 8.00685 internal_count=2477 2083 394 is_linear=0 shrinkage=0.0204111 Tree=4138 num_leaves=4 num_cat=0 split_feature=0 4 48 split_gain=4.65815 4.57109 3.61517 threshold=-0.0019449999999999999 -0.20282499999999995 0.093265000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026300514572685035 0.0039907526037765801 -0.0011736739007997606 0.023482354149308781 leaf_weight=3.0046397427795446 19.647590486682024 94.295381266842014 4.8763734996318808 leaf_count=32 239 2177 27 internal_value=0 -0.00197893 0.0079556 internal_weight=0 97.3 24.524 internal_count=2475 2209 266 is_linear=0 shrinkage=0.0204111 Tree=4139 num_leaves=4 num_cat=0 split_feature=1429 1375 157 split_gain=3.84616 3.96953 0.694589 threshold=-1.0000000180025095e-35 -0.43150999999999995 -0.092234999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0062170350871427133 -0.024608960777117012 0.0019326171642210612 -0.029705437816097548 leaf_weight=0.81665753353445358 2.2831209177384144 119.01058771468524 1.8238982511684287 leaf_count=39 14 2298 81 internal_value=0 0.00141079 -0.0229895 internal_weight=0 121.294 2.64056 internal_count=2432 2312 120 is_linear=0 shrinkage=0.0204111 Tree=4140 num_leaves=4 num_cat=0 split_feature=480 1 42 split_gain=4.07372 3.98767 0.239512 threshold=1.0000000180025095e-35 0.12541500000000003 0.090930000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045945267048817047 -0.021968311207957811 0.012659992609398613 -0.0087116228585379721 leaf_weight=106.4449415224517 2.9814122342504557 12.357349302154033 0.95534118221257802 leaf_count=2077 143 202 60 internal_value=0 0.00173923 -0.0190812 internal_weight=0 118.802 3.93675 internal_count=2482 2279 203 is_linear=0 shrinkage=0.0204111 Tree=4141 num_leaves=4 num_cat=0 split_feature=42 1429 12 split_gain=5.07103 5.28541 4.6518 threshold=-0.0044549999999999998 -1.0000000180025095e-35 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1166568866114946e-05 -0.00054182170308052777 4.7873433592004973e-05 -0.00043950832374304834 leaf_weight=11.484834528702779 2.3797723808675064 106.65615906624589 7.2221247236011541 leaf_count=109 117 1684 576 internal_value=0 3.44604e-05 -0.000190491 internal_weight=0 109.036 18.707 internal_count=2486 1801 685 is_linear=0 shrinkage=0.000400217 Tree=4142 num_leaves=4 num_cat=0 split_feature=13 1444 3 split_gain=4.23704 4.10397 3.43003 threshold=-0.10939499999999998 -0.084274999999999989 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010007484307181862 0.028463420483573865 -0.0016050135498735655 0.011883077543066939 leaf_weight=3.4214433863526237 1.8156742135179218 100.02139625723066 19.730752627481706 leaf_count=46 26 2206 184 internal_value=0 -0.00103825 0.00861548 internal_weight=0 101.837 23.1522 internal_count=2462 2232 230 is_linear=0 shrinkage=0.0204111 Tree=4143 num_leaves=4 num_cat=0 split_feature=128 448 2 split_gain=3.53611 3.68985 1.32531 threshold=0.085185000000000025 -0.083859999999999976 0.11510000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039119718079064328 -0.00050445865048316077 3.3345862217651368e-05 8.5969373482930011e-05 leaf_weight=3.2574279215186825 2.7431511000613678 122.70053477851616 0.73649689194280643 leaf_count=41 159 2224 17 internal_value=0 2.2029e-05 -0.000380705 internal_weight=0 125.958 3.47965 internal_count=2441 2265 176 is_linear=0 shrinkage=0.000400217 Tree=4144 num_leaves=4 num_cat=0 split_feature=1 43 43 split_gain=3.85041 10.9546 4.8782 threshold=1.0000000180025095e-35 0.077520000000000019 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026951650324117749 0.00017508304679032653 0.00021455787962327598 -2.6038464048235619e-05 leaf_weight=24.311571604004712 27.512383345863782 10.701369974267434 64.15642695792485 leaf_count=1105 418 161 801 internal_value=0 -0.000121351 3.44637e-05 internal_weight=0 35.0129 91.6688 internal_count=2485 1266 1219 is_linear=0 shrinkage=0.000400217 Tree=4145 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=4.34726 4.4941 threshold=0.30863500000000005 -0.046074999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00052768700177159144 0.00040454715485795692 4.9594745253944094e-06 leaf_weight=2.4784904932603231 4.1596140941837794 123.35963626086595 leaf_count=30 96 2341 internal_value=0 -5.99124e-06 internal_weight=0 125.838 internal_count=2467 2371 is_linear=0 shrinkage=0.000400217 Tree=4146 num_leaves=4 num_cat=0 split_feature=14 1374 14 split_gain=5.04407 3.796 0.106892 threshold=0.076175000000000007 0.11475 0.091685000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024289233061494152 -0.018083734727101054 -0.02595787227857068 -0.029907821887309029 leaf_weight=117.82270383472496 1.5248850318603211 1.8843675097450603 1.4070432948064988 leaf_count=2367 47 14 31 internal_value=0 0.00195823 -0.0246496 internal_weight=0 119.707 2.93193 internal_count=2459 2381 78 is_linear=0 shrinkage=0.0204111 Tree=4147 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=4.53167 6.39211 3.53722 threshold=-0.24269999999999997 -0.19301999999999997 0.11375500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003266940906006492 -0.0006454640248514063 -1.74688029706247e-05 -0.00021497947495855498 leaf_weight=9.9065790873719362 2.5470170883927485 110.21252556305262 2.3090573843801385 leaf_count=191 50 2221 19 internal_value=0 -3.22802e-05 0.000223282 internal_weight=0 112.76 12.2156 internal_count=2481 2271 210 is_linear=0 shrinkage=0.000400217 Tree=4148 num_leaves=3 num_cat=0 split_feature=1456 403 split_gain=4.52838 3.7147 threshold=-1.0000000180025095e-35 0.090880000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021640269042034477 0.0011399176770163833 -0.019089734316802835 leaf_weight=3.8676981465541749 117.10067769630405 3.7958078758965703 leaf_count=230 2050 203 internal_value=0 0.000487688 internal_weight=0 120.896 internal_count=2483 2253 is_linear=0 shrinkage=0.0204111 Tree=4149 num_leaves=4 num_cat=0 split_feature=3 133 16 split_gain=5.00146 4.34359 1.12272 threshold=0.18307500000000002 0.099280000000000021 -0.063949999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4180159344341401e-07 0.00047064486721944685 -0.00033814415683816807 0.00011495997567416624 leaf_weight=116.0358745878184 3.9821936230873689 6.3392936902091597 2.3168442607857278 leaf_count=1981 83 376 29 internal_value=0 -1.85131e-05 0.000344113 internal_weight=0 122.375 6.29904 internal_count=2469 2357 112 is_linear=0 shrinkage=0.000400217 Tree=4150 num_leaves=4 num_cat=0 split_feature=474 151 16 split_gain=4.00829 3.65103 0.180036 threshold=-1.0000000180025095e-35 -0.52082499999999987 0.19444000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00071628038790564686 -0.00050183662633100212 2.0335990687017574e-05 -0.00038060363840437345 leaf_weight=0.79268404381582414 2.0698449790361328 126.3783189667156 1.2035987976123577 leaf_count=30 34 2354 61 internal_value=0 1.14918e-05 -0.000544856 internal_weight=0 128.448 1.99628 internal_count=2479 2388 91 is_linear=0 shrinkage=0.000400217 Tree=4151 num_leaves=3 num_cat=0 split_feature=1374 42 split_gain=3.65148 3.47339 threshold=0.11704000000000002 -0.40186499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.032429570583330125 -0.027837448107037404 0.000709114081967769 leaf_weight=1.2204701062291849 1.8345869588665653 119.08773105606087 leaf_count=7 12 2447 internal_value=0 0.000343097 internal_weight=0 120.308 internal_count=2466 2454 is_linear=0 shrinkage=0.0204111 Tree=4152 num_leaves=4 num_cat=0 split_feature=1375 133 151 split_gain=3.85379 3.7295 1.61913 threshold=-1.0000000180025095e-35 0.14391000000000001 0.055020000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044607882588584239 3.6950564507215824e-05 -0.00038640367691828771 -7.47328721373431e-05 leaf_weight=3.8625757960835463 112.80567941238405 3.322802819806383 3.6722401417791843 leaf_count=71 2116 248 27 internal_value=0 2.44765e-05 -0.00026884 internal_weight=0 116.128 7.53482 internal_count=2462 2364 98 is_linear=0 shrinkage=0.000400217 Tree=4153 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.88311 4.1915 threshold=-1.0000000180025095e-35 0.073240000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022738759404173876 -0.0082585521391160509 0.00085674064541505651 leaf_weight=2.7860050963354288 26.906283435062505 94.536066840431886 leaf_count=74 522 1888 internal_value=0 -0.00116855 internal_weight=0 121.442 internal_count=2484 2410 is_linear=0 shrinkage=0.0204111 Tree=4154 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=5.34945 6.12264 3.60611 threshold=-0.12077499999999998 0.086380000000000012 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025248121476479583 1.1466940075098978e-05 -0.00023113465134109922 -3.7159561452571028e-05 leaf_weight=19.483838189858947 75.277886749419849 21.283933742670342 10.57475833853823 leaf_count=140 1896 283 138 internal_value=0 -4.22125e-05 0.000150824 internal_weight=0 96.5618 30.0586 internal_count=2457 2179 278 is_linear=0 shrinkage=0.000400217 Tree=4155 num_leaves=4 num_cat=0 split_feature=160 15 2 split_gain=7.35937 4.38477 3.37765 threshold=-0.10091999999999998 0.095330000000000012 0.11665000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022346934112690581 0.0036739541688594023 -0.013301710161712594 0.0083789564246562684 leaf_weight=7.3454647867620206 105.85134361924429 6.6335702107462557 1.7996010469505561 leaf_count=289 1886 217 44 internal_value=0 0.00266062 -0.0162724 internal_weight=0 112.485 9.14507 internal_count=2436 2103 333 is_linear=0 shrinkage=0.0204111 Tree=4156 num_leaves=4 num_cat=0 split_feature=474 1 157 split_gain=3.53733 3.53025 0.371014 threshold=-1.0000000180025095e-35 0.094405000000000003 -0.0041249999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068846551695749903 -4.8502309105414087e-05 8.4421850054831819e-05 -0.00030866059215398572 leaf_weight=0.87469419965054873 68.436931954289321 59.919848445104435 1.3325603517005209 leaf_count=32 1656 696 66 internal_value=0 1.35692e-05 -0.000485142 internal_weight=0 128.357 2.20725 internal_count=2450 2352 98 is_linear=0 shrinkage=0.000400217 Tree=4157 num_leaves=4 num_cat=0 split_feature=124 1456 2 split_gain=4.46713 4.38292 1.3275 threshold=-0.043384999999999993 1.0000000180025095e-35 0.094970000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.6451280458263416e-05 2.8532200859047065e-06 -0.00046097337701151418 0.00032517967847639793 leaf_weight=5.1073095559841013 112.22623226567521 3.2489231376239323 8.6027129591966496 leaf_count=94 2027 221 110 internal_value=0 -1.06306e-05 0.000230116 internal_weight=0 115.475 13.71 internal_count=2452 2248 204 is_linear=0 shrinkage=0.000400217 Tree=4158 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=4.84377 4.6639 threshold=-1.0000000180025095e-35 -0.49121999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045571294994806817 -0.00032530709545402223 7.2900764666872565e-07 leaf_weight=3.4236191329546264 7.3819552739150813 112.93900167325046 leaf_count=76 123 2267 internal_value=0 -1.95579e-05 internal_weight=0 120.321 internal_count=2466 2390 is_linear=0 shrinkage=0.000400217 Tree=4159 num_leaves=4 num_cat=0 split_feature=156 1 12 split_gain=4.26676 4.33673 0.575465 threshold=0.11896500000000002 0.12541500000000003 0.082695000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026766011376762196 -0.044927371472579622 0.0099456640140901022 -0.018219020980709204 leaf_weight=101.47377790226892 0.80155958840623387 12.654660820553543 0.95178641384700313 leaf_count=2165 18 224 59 internal_value=0 -0.00126866 -0.0323929 internal_weight=0 114.128 1.75335 internal_count=2466 2389 77 is_linear=0 shrinkage=0.0204111 Tree=4160 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=7.57202 7.33419 5.81175 threshold=1.0000000180025095e-35 0.086380000000000012 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014437352214065016 0.0045091358247855836 -0.0094951312577507135 0.011744366551553824 leaf_weight=26.226683456014147 61.69017463477212 20.720300921937451 3.9932973422110072 leaf_count=1271 933 245 13 internal_value=0 0.000979965 -0.0109471 internal_weight=0 82.4105 30.22 internal_count=2462 1178 1284 is_linear=0 shrinkage=0.0204111 Tree=4161 num_leaves=3 num_cat=0 split_feature=14 160 split_gain=4.17672 4.16355 threshold=0.076175000000000007 0.14906500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.047484801356118e-05 -0.00045438456782587741 -0.000485065379319179 leaf_weight=123.27846740462701 2.9326947698136783 2.4494645641825619 leaf_count=2314 73 96 internal_value=0 2.00083e-05 internal_weight=0 125.728 internal_count=2483 2410 is_linear=0 shrinkage=0.000400217 Tree=4162 num_leaves=3 num_cat=0 split_feature=44 1 split_gain=3.80196 4.29634 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011395880616189677 -0.00042842538401771662 5.4657784986946737e-05 leaf_weight=33.786396959767444 3.1982499649748197 84.526672855718061 leaf_count=1273 43 1124 internal_value=0 6.44411e-06 internal_weight=0 118.313 internal_count=2440 2397 is_linear=0 shrinkage=0.000400217 Tree=4163 num_leaves=3 num_cat=0 split_feature=1374 155 split_gain=3.67475 3.69511 threshold=0.11704000000000002 0.090695000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013365322262956117 -0.027629762074651034 -0.022697213208689615 leaf_weight=115.15017076997901 1.8156726204324503 2.6163615548284715 leaf_count=2322 12 128 internal_value=0 0.000781534 internal_weight=0 117.767 internal_count=2462 2450 is_linear=0 shrinkage=0.0204111 Tree=4164 num_leaves=4 num_cat=0 split_feature=15 4 4 split_gain=6.87013 6.09776 4.53813 threshold=0.084050000000000014 -0.49367499999999992 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016644101478733898 -0.019462469821218506 0.0027943716041286559 0.0208099989265806 leaf_weight=7.0892512686550608 10.262930034441522 101.33302019847906 1.2209198216442008 leaf_count=112 814 1498 10 internal_value=0 0.00150752 -0.0150213 internal_weight=0 108.422 11.4838 internal_count=2434 1610 824 is_linear=0 shrinkage=0.0204111 Tree=4165 num_leaves=4 num_cat=0 split_feature=13 1375 12 split_gain=5.61619 3.98419 1.40001 threshold=-0.24588999999999997 -0.43429999999999996 0.095150000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014252153793885169 -0.00056623671995965636 -1.2844201748741131e-05 0.00043828514234810548 leaf_weight=5.6939727879362163 2.0108124427497378 114.07427512897993 4.8094736707862467 leaf_count=105 11 2329 20 internal_value=0 -2.29664e-05 0.000281145 internal_weight=0 116.085 10.5034 internal_count=2465 2340 125 is_linear=0 shrinkage=0.000400217 Tree=4166 num_leaves=4 num_cat=0 split_feature=160 13 2 split_gain=5.17495 4.80411 3.56978 threshold=-0.090969999999999981 -0.5356749999999999 0.11180500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021484555180053211 -0.031850212358379253 0.000707891940411691 0.0070920606325745776 leaf_weight=7.8514059991284721 1.809306172421201 109.27372006310907 2.3007563520222902 leaf_count=322 17 2084 51 internal_value=0 0.000146052 -0.0150016 internal_weight=0 111.083 10.1522 internal_count=2474 2101 373 is_linear=0 shrinkage=0.0204111 Tree=4167 num_leaves=4 num_cat=0 split_feature=1 51 0 split_gain=3.49632 3.82091 2.61712 threshold=0.12796000000000002 -0.10998999999999999 -0.13870499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015414684298974139 -0.0087880940697021327 0.00053289928399141251 0.015509974352214568 leaf_weight=6.5474411148461504 2.1863559910561881 104.02423925098265 9.9175776140764338 leaf_count=225 35 2074 168 internal_value=0 -0.000426066 0.0110806 internal_weight=0 110.572 12.1039 internal_count=2502 2299 203 is_linear=0 shrinkage=0.0204111 Tree=4168 num_leaves=4 num_cat=0 split_feature=13 39 1 split_gain=4.63883 5.30854 3.20103 threshold=-0.10939499999999998 0.0095750000000000019 0.083670000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8425519023531025e-05 -9.7934939789519779e-05 0.00013992742372857635 0.00026457179462598183 leaf_weight=10.398207166697832 83.150731026704307 18.235458956594812 13.857557322655337 leaf_count=79 1972 250 163 internal_value=0 -5.50455e-05 0.000139413 internal_weight=0 101.386 24.2558 internal_count=2464 2222 242 is_linear=0 shrinkage=0.000400217 Tree=4169 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=4.38305 6.18517 threshold=-0.5356749999999999 -0.47860499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026797437352143263 0.025476905609890875 -0.00010062427914539125 leaf_weight=2.3445417847251511 3.9597183676669365 120.68463379335299 leaf_count=26 38 2427 internal_value=0 0.000734062 internal_weight=0 124.644 internal_count=2491 2465 is_linear=0 shrinkage=0.0204111 Tree=4170 num_leaves=4 num_cat=0 split_feature=156 1 475 split_gain=4.08853 4.17629 0.749657 threshold=0.11896500000000002 0.099515000000000006 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.252449667212907e-05 -0.00026285635002508656 8.6691282412552668e-05 -0.00082074231805005532 leaf_weight=72.909366145249805 0.84114323736866936 50.933935432229191 0.9595183977507975 leaf_count=1810 49 597 32 internal_value=0 -1.13256e-06 -0.000590781 internal_weight=0 123.843 1.80066 internal_count=2488 2407 81 is_linear=0 shrinkage=0.000400217 Tree=4171 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=4.28952 5.4878 threshold=-0.28286499999999998 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004382186248216388 -2.8146774744397591e-05 0.00020476356776358607 leaf_weight=3.4302328702760851 102.7623829839722 19.121279293554835 leaf_count=55 2153 261 internal_value=0 8.54692e-06 internal_weight=0 121.884 internal_count=2469 2414 is_linear=0 shrinkage=0.000400217 Tree=4172 num_leaves=3 num_cat=0 split_feature=2 131 split_gain=5.92453 5.44945 threshold=-0.10197499999999998 0.092620000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037995531786075515 7.3087704115002057e-06 -0.00036953381875771827 leaf_weight=6.3462201454676679 108.92714861335116 6.4018288079532786 leaf_count=67 2150 258 internal_value=0 -1.39476e-05 internal_weight=0 115.329 internal_count=2475 2408 is_linear=0 shrinkage=0.000400217 Tree=4173 num_leaves=4 num_cat=0 split_feature=3 483 0 split_gain=4.60393 3.88338 1.33053 threshold=0.18307500000000002 1.0000000180025095e-35 -0.13972999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083803345672137759 0.0048396248296132182 -0.014801094887756041 0.024460133686424308 leaf_weight=109.14930189739971 2.2986503945430741 6.9291320720803915 4.0632153994520186 leaf_count=2059 40 289 73 internal_value=0 -0.000108885 0.0175772 internal_weight=0 116.078 6.36187 internal_count=2461 2348 113 is_linear=0 shrinkage=0.0204111 Tree=4174 num_leaves=4 num_cat=0 split_feature=131 484 12 split_gain=5.17634 6.1062 5.08383 threshold=0.088845000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033885234435110725 0.00018946637225061353 4.0643328010290367e-05 -0.00044977429580431714 leaf_weight=7.1398307486233525 2.6394370555644855 106.87419151284848 7.4060659859096614 leaf_count=355 55 1769 292 internal_value=0 1.65693e-05 -0.000281578 internal_weight=0 114.014 10.0455 internal_count=2471 2124 347 is_linear=0 shrinkage=0.000400217 Tree=4175 num_leaves=4 num_cat=0 split_feature=14 457 49 split_gain=4.37367 4.06979 0.586379 threshold=0.076175000000000007 0.080930000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022100628663572117 -0.03014700179906955 0.0098869194381849129 -0.011307162758005378 leaf_weight=103.02037793651107 1.7649950194172563 19.668629902647808 1.414474253047955 leaf_count=2210 23 182 62 internal_value=0 0.00140696 -0.0224353 internal_weight=0 122.689 3.17947 internal_count=2477 2392 85 is_linear=0 shrinkage=0.0204111 Tree=4176 num_leaves=3 num_cat=0 split_feature=1456 157 split_gain=4.98432 4.62382 threshold=-1.0000000180025095e-35 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042765258884432361 -0.00031986951108609838 3.8457483904303138e-05 leaf_weight=3.99818639991281 5.9611566873791153 114.88202671447652 leaf_count=228 172 2049 internal_value=0 2.05016e-05 internal_weight=0 120.843 internal_count=2449 2221 is_linear=0 shrinkage=0.000400217 Tree=4177 num_leaves=4 num_cat=0 split_feature=1 160 12 split_gain=4.98337 6.93992 4.78274 threshold=0.094435000000000005 0.091245000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0174629318589952e-05 0.00027675345739983347 -0.00044273773363338772 1.8677900040847086e-05 leaf_weight=60.215764199034311 15.1388956172741 7.2162861218093886 46.868085679365322 leaf_count=1566 247 173 513 internal_value=0 -7.49861e-05 8.20719e-05 internal_weight=0 67.4321 62.007 internal_count=2499 1739 760 is_linear=0 shrinkage=0.000400217 Tree=4178 num_leaves=4 num_cat=0 split_feature=2 14 1 split_gain=3.54878 5.4267 2.69589 threshold=0.13754500000000003 0.062655000000000016 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.593117225641247e-05 -0.00018009150167883661 -0.00058006934322646754 0.00031933482042166913 leaf_weight=112.13069314081804 2.1144013277953482 2.6876977735955725 8.1059195894049463 leaf_count=2254 39 78 130 internal_value=0 -2.96889e-05 0.000215181 internal_weight=0 114.818 10.2203 internal_count=2501 2332 169 is_linear=0 shrinkage=0.000400217 Tree=4179 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=3.97452 7.37942 5.06541 threshold=0.10114000000000002 -0.097754999999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0049891027329473049 0.0081845739601266489 -0.0086951624525910404 -0.0049902299215803282 leaf_weight=25.159430616855389 33.767361507518217 46.82386158760346 18.869731409475207 leaf_count=237 468 1637 166 internal_value=0 -0.00391195 0.00346101 internal_weight=0 71.9833 52.6371 internal_count=2508 1874 634 is_linear=0 shrinkage=0.0204111 Tree=4180 num_leaves=4 num_cat=0 split_feature=43 16 11 split_gain=4.20747 6.43479 6.09628 threshold=-0.074459999999999985 0.15539500000000003 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0073982795390903789 -0.00014719864303615158 -0.01707544662580732 -0.022649466102417453 leaf_weight=41.488565056512016 68.255727245181333 10.729188304045236 2.9091858275933182 leaf_count=947 1300 223 29 internal_value=0 -0.00246762 0.00537736 internal_weight=0 78.9849 44.3978 internal_count=2499 1523 976 is_linear=0 shrinkage=0.0204111 Tree=4181 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=3.91878 4.12485 2.68283 threshold=-0.24588999999999997 -0.12948499999999999 -0.13538499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.6215060656816768e-05 8.6824007093542978e-05 -7.3579390092603424e-05 0.00033676219151735888 leaf_weight=3.0568906612461424 38.590106197312707 76.213372009064187 8.5720213923486863 leaf_count=54 283 2069 80 internal_value=0 -1.96292e-05 0.000223113 internal_weight=0 114.803 11.6289 internal_count=2486 2352 134 is_linear=0 shrinkage=0.000400217 Tree=4182 num_leaves=4 num_cat=0 split_feature=43 453 52 split_gain=4.49497 4.51926 0.196201 threshold=0.2506000000000001 1.0000000180025095e-35 -0.080359999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001564692396450117 -0.011092668072633528 -0.018127946840894926 -0.026960943806597797 leaf_weight=113.68331600227975 0.63567278365371782 4.9595959598664185 2.3656373867706852 leaf_count=2259 27 64 120 internal_value=0 0.000725171 -0.0241199 internal_weight=0 118.643 3.00131 internal_count=2470 2323 147 is_linear=0 shrinkage=0.0204111 Tree=4183 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=5.77911 4.93333 1.10269 threshold=1.0000000180025095e-35 -0.10115999999999999 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0818206306000654e-05 9.3761671416399921e-05 -8.9621452592453262e-05 0.00039844076344817047 leaf_weight=34.697781608643709 2.9147518873214722 80.089749688588199 5.8690879817586374 leaf_count=344 16 1968 113 internal_value=0 -3.50431e-05 0.000299791 internal_weight=0 114.788 8.78384 internal_count=2441 2312 129 is_linear=0 shrinkage=0.000400217 Tree=4184 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=4.29407 5.04514 threshold=-0.15747999999999998 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037798308339784931 -0.00036874173380473238 7.6135395333256869e-06 leaf_weight=4.6095345260109744 5.8912129498203276 114.85513942645048 leaf_count=28 143 2268 internal_value=0 -1.10734e-05 internal_weight=0 120.746 internal_count=2439 2411 is_linear=0 shrinkage=0.000400217 Tree=4185 num_leaves=4 num_cat=0 split_feature=43 40 42 split_gain=4.68948 5.0687 5.00804 threshold=-0.074459999999999985 -0.079954999999999984 -0.094924999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025246537959850124 -0.00064346342137668012 -5.2438297492517784e-05 0.000144844515109401 leaf_weight=5.7527739911456583 2.2868201897945246 76.336860849522054 38.284969688393176 leaf_count=132 22 1477 817 internal_value=0 -7.05192e-05 9.24342e-05 internal_weight=0 78.6237 44.0377 internal_count=2448 1499 949 is_linear=0 shrinkage=0.000400217 Tree=4186 num_leaves=3 num_cat=0 split_feature=1375 52 split_gain=3.71074 3.7627 threshold=-0.43429999999999996 -0.047889999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028253784420434004 0.0052145251769837465 -0.0021115738198417108 leaf_weight=1.7831607359694306 45.465262063051341 81.20912674954161 leaf_count=13 742 1741 internal_value=0 0.000520152 internal_weight=0 126.674 internal_count=2496 2483 is_linear=0 shrinkage=0.0204111 Tree=4187 num_leaves=4 num_cat=0 split_feature=52 151 158 split_gain=5.21615 3.77453 2.12099 threshold=0.17002500000000001 -0.28286499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021038428191225731 -0.0013439435062164286 0.0013778370891266638 -0.02371123985030606 leaf_weight=3.1082195472554295 2.6592487021989655 111.11647627683124 5.2316519402957047 leaf_count=55 76 2148 211 internal_value=0 0.000747853 -0.0162977 internal_weight=0 114.225 7.8909 internal_count=2490 2203 287 is_linear=0 shrinkage=0.0204111 Tree=4188 num_leaves=4 num_cat=0 split_feature=12 4 12 split_gain=4.19137 5.59191 4.19297 threshold=0.09864500000000001 0.23716000000000004 0.097865000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012353652635565566 -0.019753444011000796 0.0041092152237760656 0.024241956608123876 leaf_weight=106.53598004927335 9.0243089529976732 7.3500992364715776 3.2945469273254266 leaf_count=2088 334 63 25 internal_value=0 -0.00908688 0.00194947 internal_weight=0 16.3744 109.831 internal_count=2510 397 2113 is_linear=0 shrinkage=0.0204111 Tree=4189 num_leaves=4 num_cat=0 split_feature=12 1 132 split_gain=5.35638 5.97156 4.57125 threshold=0.084045000000000022 0.12796000000000002 0.082150000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2406928843869076e-05 -0.00015390773382783821 0.0003712840801446691 0.0003575445432416807 leaf_weight=65.684078810969368 45.999032025341876 3.6439643062185487 7.127766655990853 leaf_count=730 1607 49 77 internal_value=0 -0.000114608 5.57131e-05 internal_weight=0 49.643 72.8118 internal_count=2463 1656 807 is_linear=0 shrinkage=0.000400217 Tree=4190 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=4.87637 6.52365 4.9722 threshold=0.077655000000000016 0.084105000000000013 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017915457779531745 0.00090190814842554517 0.00012960728686578005 4.0877393526369113e-05 leaf_weight=20.81091996683972 1.7628578802105064 28.063899140237481 76.840706044720719 leaf_count=658 26 797 966 internal_value=0 0.000178455 -6.16596e-06 internal_weight=0 29.8268 97.6516 internal_count=2447 823 1624 is_linear=0 shrinkage=0.000400217 Tree=4191 num_leaves=4 num_cat=0 split_feature=128 43 1 split_gain=3.32619 3.69256 0.783746 threshold=0.085185000000000025 -0.50992999999999988 0.11969500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017909005550878283 -0.024686342334054968 0.00037862015644035338 -0.00051197987448302123 leaf_weight=5.1302212458103886 2.5056400752946497 111.1598055469367 0.71646056883037079 leaf_count=35 158 2234 13 internal_value=0 0.00116847 -0.0195087 internal_weight=0 116.29 3.2221 internal_count=2440 2269 171 is_linear=0 shrinkage=0.0204111 Tree=4192 num_leaves=4 num_cat=0 split_feature=42 43 457 split_gain=3.86249 8.75662 4.65491 threshold=0.077855000000000021 -0.51412499999999983 -0.23069499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.028652564343557365 0.024708450224407673 -0.0084954889142258086 0.0016298283040612027 leaf_weight=2.6292044438887379 3.5527175432071081 34.281571804065607 86.06810690407292 leaf_count=14 17 1176 1241 internal_value=0 -0.00531386 0.00246596 internal_weight=0 37.8343 88.6973 internal_count=2448 1193 1255 is_linear=0 shrinkage=0.0204111 Tree=4193 num_leaves=4 num_cat=0 split_feature=484 160 147 split_gain=4.03418 4.20913 3.66107 threshold=-0.0068949999999999992 -0.091944999999999985 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031064063285970794 -0.00023526374710299152 5.1236827284332085e-05 0.00046249516606843255 leaf_weight=9.2122328577242989 8.7649580756697087 110.02595015033148 0.99679371714592058 leaf_count=419 311 1767 2 internal_value=0 2.98958e-05 -0.000230954 internal_weight=0 118.791 10.209 internal_count=2499 2078 421 is_linear=0 shrinkage=0.000400217 Tree=4194 num_leaves=4 num_cat=0 split_feature=43 11 48 split_gain=5.98298 5.64976 5.3424 threshold=-0.074459999999999985 0.087830000000000005 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.007073921095328211 -0.0028105990939766463 -0.021230766626201488 -0.024351993971505372 leaf_weight=41.956457402789965 71.550926827520016 3.0507770924596107 5.0335763733892227 leaf_count=957 1450 30 51 internal_value=0 0.00510739 -0.00425991 internal_weight=0 45.0072 76.5845 internal_count=2488 987 1501 is_linear=0 shrinkage=0.0204111 Tree=4195 num_leaves=3 num_cat=0 split_feature=9 33 split_gain=3.64144 3.68739 threshold=-0.036024999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022691718123490998 -0.024408883122779845 -0.00035836853513552419 leaf_weight=2.6768001425079992 2.6051092729903749 118.04116288328078 leaf_count=71 25 2397 internal_value=0 -0.000899841 internal_weight=0 120.646 internal_count=2493 2422 is_linear=0 shrinkage=0.0204111 Tree=4196 num_leaves=4 num_cat=0 split_feature=12 13 12 split_gain=3.53078 4.07273 2.57162 threshold=0.11610500000000001 0.10979500000000002 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016869529238019729 -0.035235818641615006 0.011293130120359401 -0.0054711166865498533 leaf_weight=106.40167885024857 1.7229026013519604 14.587360034114679 3.7019720710086403 leaf_count=2208 48 130 79 internal_value=0 0.00122239 -0.0154456 internal_weight=0 120.989 5.42487 internal_count=2465 2338 127 is_linear=0 shrinkage=0.0204111 Tree=4197 num_leaves=3 num_cat=0 split_feature=1456 474 split_gain=4.5981 4.1872 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021656433891954846 -0.027907590819847741 0.0014148985911327176 leaf_weight=3.7896858592430354 1.9547284115687933 111.04408392844198 leaf_count=237 86 2130 internal_value=0 0.000880535 internal_weight=0 112.999 internal_count=2453 2216 is_linear=0 shrinkage=0.0204111 Tree=4198 num_leaves=3 num_cat=0 split_feature=38 403 split_gain=4.48356 4.04361 threshold=0.10386000000000002 -0.088654999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030024311016793538 -0.00051581668450555174 4.6459520283834465e-05 leaf_weight=5.5294402705185339 2.336775367264635 120.40335433698783 leaf_count=319 27 2098 internal_value=0 3.09834e-05 internal_weight=0 125.933 internal_count=2444 2417 is_linear=0 shrinkage=0.000400217 Tree=4199 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=4.85778 6.9213 5.68287 threshold=-0.084024999999999975 -0.085154999999999995 -0.037429999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0033185694624721616 -0.016602801727747873 0.042212755268767679 -0.0013202415221587403 leaf_weight=33.175312639126787 11.682313142213387 1.9125067943241436 72.319594931832398 leaf_count=660 587 67 1137 internal_value=0 0.00556608 -0.00346489 internal_weight=0 35.0878 84.0019 internal_count=2451 727 1724 is_linear=0 shrinkage=0.0204111 Tree=4200 num_leaves=4 num_cat=0 split_feature=15 15 43 split_gain=3.91287 4.83911 4.13251 threshold=0.084050000000000014 0.68057500000000015 0.25619500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3674189833762496e-05 -0.00027895119969179982 0.00070379475993510626 -0.0004350106401659464 leaf_weight=109.85975551012962 11.76723021244106 0.75479286396876055 2.9864699823228866 leaf_count=1545 813 2 94 internal_value=0 -0.000214002 2.08516e-05 internal_weight=0 12.522 112.846 internal_count=2454 815 1639 is_linear=0 shrinkage=0.000400217 Tree=4201 num_leaves=4 num_cat=0 split_feature=1 4 457 split_gain=4.14126 8.47523 4.48176 threshold=1.0000000180025095e-35 -0.076929999999999985 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050989296745183156 -1.1990661366063701e-05 -0.015467067623407875 0.011895316747964589 leaf_weight=15.029688262380658 73.537205927277682 18.545871702648583 15.929757458390666 leaf_count=475 1053 816 135 internal_value=0 -0.0062746 0.00212035 internal_weight=0 33.5756 89.467 internal_count=2479 1291 1188 is_linear=0 shrinkage=0.0204111 Tree=4202 num_leaves=3 num_cat=0 split_feature=1444 1447 split_gain=3.9654 4.26525 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.029251575303310396 -0.021444980170654548 0.00024344381809958635 leaf_weight=1.7883841432048928 3.7935741384135317 115.28831307847577 leaf_count=28 216 2207 internal_value=0 -0.000466977 internal_weight=0 119.082 internal_count=2451 2423 is_linear=0 shrinkage=0.0204111 Tree=4203 num_leaves=3 num_cat=0 split_feature=3 1456 split_gain=5.40005 4.21648 threshold=0.26577500000000004 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00042619495007971392 0.00040474261906312025 -7.6973244651362089e-06 leaf_weight=3.876641594542888 4.8430194888496763 116.29401059023803 leaf_count=237 111 2109 internal_value=0 -2.1582e-05 internal_weight=0 120.171 internal_count=2457 2346 is_linear=0 shrinkage=0.000400217 Tree=4204 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=3.85616 3.89876 threshold=0.10218000000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0042493808258661052 -0.02569253118777828 0.0038363874074827946 leaf_weight=34.722516147725401 2.0971859032288185 86.557492648775224 leaf_count=1263 15 1145 internal_value=0 0.00151964 internal_weight=0 121.28 internal_count=2423 2408 is_linear=0 shrinkage=0.0204111 Tree=4205 num_leaves=4 num_cat=0 split_feature=42 1213 49 split_gain=5.25075 4.01954 0.765436 threshold=-0.098504999999999981 -1.0000000180025095e-35 -0.081019999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0061604006381940132 -0.018186617671274555 0.00010260626266061659 -0.025692059281573844 leaf_weight=1.1544844657182691 5.1390635583375106 107.40077690110775 4.0230429104994974 leaf_count=11 339 1950 163 internal_value=0 -0.000749806 -0.0215595 internal_weight=0 112.54 5.17753 internal_count=2463 2289 174 is_linear=0 shrinkage=0.0204111 Tree=4206 num_leaves=4 num_cat=0 split_feature=1 42 484 split_gain=6.64452 5.49095 1.92597 threshold=0.11530500000000002 -0.0044549999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030034250806372075 -0.00012418460381664745 -1.6540737466594371e-05 0.00022716588578325521 leaf_weight=12.440555735040105 2.7736507477238801 84.067800923483446 20.402215852402151 leaf_count=635 36 1501 310 internal_value=0 -5.34303e-05 0.000184722 internal_weight=0 96.5084 23.1759 internal_count=2482 2136 346 is_linear=0 shrinkage=0.000400217 Tree=4207 num_leaves=4 num_cat=0 split_feature=52 52 484 split_gain=3.84405 7.74537 4.47551 threshold=0.077655000000000016 0.084105000000000013 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017112731118050735 0.047842022919644761 0.004812243125536673 0.00033021239806467305 leaf_weight=6.4750534375489215 1.748466122662651 28.308117409687839 87.934905273315962 leaf_count=322 30 802 1315 internal_value=0 0.00748366 -0.000884956 internal_weight=0 30.0566 94.41 internal_count=2469 832 1637 is_linear=0 shrinkage=0.0204111 Tree=4208 num_leaves=3 num_cat=0 split_feature=48 51 split_gain=4.45682 5.01251 threshold=0.13400000000000004 0.13691500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.8413009621107514e-05 -0.00032899489029248073 -0.00048103069683259555 leaf_weight=114.87144732939487 6.2565609819139345 3.067195744617492 leaf_count=2358 60 74 internal_value=0 1.47204e-05 internal_weight=0 117.939 internal_count=2492 2432 is_linear=0 shrinkage=0.000400217 Tree=4209 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=4.69297 7.34305 4.44334 threshold=-0.10191999999999998 -0.075434999999999988 0.085070000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0074172256516148e-05 -0.00026109685822818795 1.7596237521387557e-05 0.00043467972502881258 leaf_weight=50.822367424028926 21.7646500532137 49.157883591513382 5.2082448131404808 leaf_count=442 1233 782 39 internal_value=0 -6.82056e-05 8.66202e-05 internal_weight=0 70.9225 56.0306 internal_count=2496 2015 481 is_linear=0 shrinkage=0.000400217 Tree=4210 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=3.82195 7.60255 3.91842 threshold=-0.10072999999999999 -0.077774999999999983 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020726588892232208 -0.00027686578464294231 1.9332189012331479e-05 -8.0926111666893388e-05 leaf_weight=25.033369011012837 16.688342171997647 79.779749261855613 10.731729428924153 leaf_count=205 1082 1058 141 internal_value=0 -3.21697e-05 0.000120808 internal_weight=0 96.4681 35.7651 internal_count=2486 2140 346 is_linear=0 shrinkage=0.000400217 Tree=4211 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=4.14039 4.26207 threshold=-0.40446999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044366483338358683 -0.00011418111523795276 5.3578737220871258e-05 leaf_weight=3.2543060464959117 33.642716394882882 86.098916134273168 leaf_count=186 1173 1114 internal_value=0 6.38214e-06 internal_weight=0 119.742 internal_count=2473 2287 is_linear=0 shrinkage=0.000400217 Tree=4212 num_leaves=4 num_cat=0 split_feature=11 1 12 split_gain=4.09504 4.27448 1.32749 threshold=0.089270000000000002 1.0000000180025095e-35 0.10619000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0068359789388968495 -0.026092362540148163 0.0019807090082153856 -0.0070612835349491334 leaf_weight=31.573146142283804 3.2662134172278448 82.601676899357699 2.9921548470156267 leaf_count=1249 53 1123 35 internal_value=0 -0.000461708 -0.0172776 internal_weight=0 114.175 6.25837 internal_count=2460 2372 88 is_linear=0 shrinkage=0.0204111 Tree=4213 num_leaves=4 num_cat=0 split_feature=1456 4 160 split_gain=3.86226 4.4652 0.923326 threshold=1.0000000180025095e-35 0.28064000000000006 -0.13024499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.265501526467693e-05 7.7020160322977487e-05 0.00019550498298986904 -0.00046702990376510024 leaf_weight=100.91418152650294 0.55500104722159482 19.618999176251236 3.1756204538978627 leaf_count=1962 35 256 188 internal_value=0 2.13769e-05 -0.000386206 internal_weight=0 120.533 3.73062 internal_count=2441 2218 223 is_linear=0 shrinkage=0.000400217 Tree=4214 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=4.06832 3.99653 threshold=1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7039127388578624e-06 -0.00038505361129419414 0.0003417073564198793 leaf_weight=114.68665581310051 4.1120970929041496 5.5857311947038388 leaf_count=2321 51 105 internal_value=0 1.45479e-05 internal_weight=0 120.272 internal_count=2477 2426 is_linear=0 shrinkage=0.000400217 Tree=4215 num_leaves=4 num_cat=0 split_feature=14 156 48 split_gain=3.97557 3.73092 0.418249 threshold=0.076175000000000007 0.11896500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021430510843751375 -0.028618980127802875 -0.024668112933973432 -0.012220298321819598 leaf_weight=118.49272286154155 1.593086071778089 2.0909367390559046 1.5100052968773514 leaf_count=2322 16 83 65 internal_value=0 0.00165569 -0.0213427 internal_weight=0 120.584 3.10309 internal_count=2486 2405 81 is_linear=0 shrinkage=0.0204111 Tree=4216 num_leaves=4 num_cat=0 split_feature=484 1365 150 split_gain=5.88003 4.0034 2.42951 threshold=-0.0068949999999999992 1.0000000180025095e-35 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003777785330475203 4.6422392738690213e-05 -0.00041379803232989944 0.00019478824636550435 leaf_weight=7.9352045585983415 116.69341485937184 2.9967942300718269 1.3209551959298549 leaf_count=395 2038 39 12 internal_value=0 3.45235e-05 -0.000294715 internal_weight=0 119.69 9.25616 internal_count=2484 2077 407 is_linear=0 shrinkage=0.000400217 Tree=4217 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.9489 5.96248 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040959882354071577 0.0011269197915963385 -6.1965711587171081e-06 leaf_weight=3.7638797187246373 0.63641408737748761 122.00837933410367 leaf_count=227 3 2250 internal_value=0 7.05777e-07 internal_weight=0 122.645 internal_count=2480 2253 is_linear=0 shrinkage=0.000400217 Tree=4218 num_leaves=4 num_cat=0 split_feature=403 1366 15 split_gain=4.68598 4.10616 0.329609 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.14151499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.1671804822776467e-05 -0.00040430118849417391 6.2219110445143044e-05 -0.00041809069836970427 leaf_weight=0.38268398120999325 2.9908270232845089 117.81008062059118 3.6575530861591679 leaf_count=15 49 2087 280 internal_value=0 5.03052e-05 -0.00038214 internal_weight=0 120.801 4.04024 internal_count=2431 2136 295 is_linear=0 shrinkage=0.000400217 Tree=4219 num_leaves=4 num_cat=0 split_feature=16 15 51 split_gain=4.94538 5.16261 5.07171 threshold=-0.15102499999999996 0.084050000000000014 0.081440000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.662365575985786e-05 -3.7977186544822266e-06 -0.00031735685339993397 0.00057699646393022613 leaf_weight=33.506965588429011 77.590732292053872 9.3214342845167248 3.6543721517082295 leaf_count=374 1262 801 33 internal_value=0 -3.77924e-05 0.000136434 internal_weight=0 86.9122 37.1613 internal_count=2470 2063 407 is_linear=0 shrinkage=0.000400217 Tree=4220 num_leaves=4 num_cat=0 split_feature=1 131 3 split_gain=4.41399 3.95615 3.64354 threshold=0.12796000000000002 0.092225000000000015 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7673974336109022e-07 0.000426884632657925 -0.00033421281692106022 8.2804778155447331e-06 leaf_weight=107.92695075138181 6.7919260240741988 5.905377660150406 6.4433243926614523 leaf_count=2018 110 220 104 internal_value=0 -1.83861e-05 0.000224874 internal_weight=0 113.832 13.2353 internal_count=2452 2238 214 is_linear=0 shrinkage=0.000400217 Tree=4221 num_leaves=4 num_cat=0 split_feature=156 38 0 split_gain=3.99793 4.157 0.141073 threshold=0.11850000000000001 0.10386000000000002 -0.036119999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022464192512187801 -0.035458127436731136 -0.027374550284169068 -0.018498115695120332 leaf_weight=117.45670098059054 0.84665049210889265 1.8959915038140014 0.92193180019967147 leaf_count=2371 32 25 44 internal_value=0 0.00175066 -0.0282449 internal_weight=0 119.353 1.76858 internal_count=2472 2396 76 is_linear=0 shrinkage=0.0204111 Tree=4222 num_leaves=3 num_cat=0 split_feature=1456 457 split_gain=4.34557 3.87077 threshold=-1.0000000180025095e-35 -0.15747999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021550266331413305 0.018390571551583589 -0.00038095006601351932 leaf_weight=3.7745586233068016 4.6608363580889991 111.16788637109858 leaf_count=228 28 2195 internal_value=0 0.000391429 internal_weight=0 115.829 internal_count=2451 2223 is_linear=0 shrinkage=0.0204111 Tree=4223 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=4.50739 10.0842 4.56423 threshold=1.0000000180025095e-35 -0.074204999999999979 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020496760870373682 -0.0048408215051654975 0.002464262214354506 0.0051881654797476199 leaf_weight=13.161450040686757 27.209858439629897 19.88773784058867 61.311679393489612 leaf_count=984 566 289 627 internal_value=0 -0.00671803 0.00210322 internal_weight=0 33.0492 88.5215 internal_count=2466 1273 1193 is_linear=0 shrinkage=0.0204111 Tree=4224 num_leaves=4 num_cat=0 split_feature=15 51 14 split_gain=4.57551 4.84628 3.51069 threshold=-0.37478999999999996 0.093705000000000024 -0.46825999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015315504506944653 -5.6717927037546689e-05 0.00018315679730173588 0.00038201938435285698 leaf_weight=2.5408219797536731 103.53463849083346 15.398998272401512 7.8146382378181425 leaf_count=33 2070 264 143 internal_value=0 -2.5517e-05 0.000250475 internal_weight=0 118.934 10.3555 internal_count=2510 2334 176 is_linear=0 shrinkage=0.000400217 Tree=4225 num_leaves=4 num_cat=0 split_feature=12 12 1 split_gain=3.91777 4.93116 3.71749 threshold=0.09864500000000001 0.097910000000000011 0.12205500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075730822255288752 -0.016544239269551595 0.024809357918950732 0.0064029298764468742 leaf_weight=101.07325282767124 9.922001760103738 3.5689516465645275 4.0899418524932107 leaf_count=2064 316 26 58 internal_value=0 0.00160327 -0.00984854 internal_weight=0 104.642 14.0119 internal_count=2464 2090 374 is_linear=0 shrinkage=0.0204111 Tree=4226 num_leaves=3 num_cat=0 split_feature=1375 1373 split_gain=7.35582 3.4159 threshold=-0.43429999999999996 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.041706882425606877 0.0012721763689961703 -0.023025379079430502 leaf_weight=1.6098302172031242 118.71596216537 2.3485926506109527 leaf_count=10 2432 20 internal_value=0 0.000779976 internal_weight=0 121.065 internal_count=2462 2452 is_linear=0 shrinkage=0.0204111 Tree=4227 num_leaves=4 num_cat=0 split_feature=12 133 133 split_gain=4.98396 6.30266 2.82167 threshold=-0.041094999999999993 0.084065000000000015 0.084735000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.003318423266905725 -0.00022803959276297694 -0.016909812716918039 0.019997475642856314 leaf_weight=11.141668668249624 91.271706175582949 10.412038050417321 6.7514049007440908 leaf_count=179 1500 672 120 internal_value=0 -0.00195291 0.00969698 internal_weight=0 101.684 17.8931 internal_count=2471 2172 299 is_linear=0 shrinkage=0.0204111 Tree=4228 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=4.75791 4.43927 threshold=0.087465000000000015 0.27626000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.645986839553856e-06 -0.00045010714344642926 0.00019827387418494454 leaf_weight=103.3513094051159 3.3304606329184017 20.137457972741686 leaf_count=2171 39 273 internal_value=0 2.69199e-05 internal_weight=0 123.489 internal_count=2483 2444 is_linear=0 shrinkage=0.000400217 Tree=4229 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=3.90711 4.14389 2.31105 threshold=0.10866500000000003 -0.12077499999999998 0.057035000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016636334146611471 -0.00043913368448288636 -1.4185868976819162e-05 5.5532247827583079e-06 leaf_weight=26.573508400237188 4.6321373503596979 85.857432222532225 3.0874192845076323 leaf_count=237 142 2000 59 internal_value=0 2.86107e-05 -0.000263746 internal_weight=0 112.431 7.71956 internal_count=2438 2237 201 is_linear=0 shrinkage=0.000400217 Tree=4230 num_leaves=4 num_cat=0 split_feature=156 14 475 split_gain=4.19185 4.13834 0.685391 threshold=0.11896500000000002 0.076175000000000007 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015543614460073413 -0.013318769138080942 -0.021690955894560819 -0.040900614096793679 leaf_weight=115.49296750257781 0.81987906189169735 3.1694872682855921 0.95817433868069091 leaf_count=2310 50 84 32 internal_value=0 0.000913614 -0.0297248 internal_weight=0 118.662 1.77805 internal_count=2476 2394 82 is_linear=0 shrinkage=0.0204111 Tree=4231 num_leaves=4 num_cat=0 split_feature=15 483 15 split_gain=3.54582 6.00957 0.0237121 threshold=-0.46714499999999998 1.0000000180025095e-35 -0.49307999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041140903235683716 3.6165682430292672e-05 -0.00034447089467942076 0.00028688223665596535 leaf_weight=2.6767450353363529 117.07802667417855 6.9312689102953291 1.9725212607299898 leaf_count=63 2100 270 27 internal_value=0 1.45992e-05 0.000366566 internal_weight=0 124.009 4.64927 internal_count=2460 2370 90 is_linear=0 shrinkage=0.000400217 Tree=4232 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=4.14207 5.54909 3.83789 threshold=0.094405000000000003 -0.097754999999999995 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9135453312859518e-05 -0.00023455154929817647 -0.00013960230569229478 0.0001168332301548149 leaf_weight=23.484246608859394 5.3756215660832813 45.93371495368774 54.346747248666361 leaf_count=207 91 1504 623 internal_value=0 -5.88072e-05 8.48253e-05 internal_weight=0 69.418 59.7224 internal_count=2425 1711 714 is_linear=0 shrinkage=0.000400217 Tree=4233 num_leaves=3 num_cat=0 split_feature=33 1213 split_gain=3.42093 3.64644 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02108373997042897 -0.014904752552742697 0.0018491273198975476 leaf_weight=2.8621208276599637 5.5642045983840935 116.4632540668099 leaf_count=27 384 2057 internal_value=0 0.00107222 internal_weight=0 122.027 internal_count=2468 2441 is_linear=0 shrinkage=0.0204111 Tree=4234 num_leaves=4 num_cat=0 split_feature=14 147 49 split_gain=5.24979 4.86897 1.08319 threshold=0.076175000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4895227056383971e-05 -0.00073765728127640035 0.00027881862424616448 -0.00022665434008964106 leaf_weight=111.7422007220157 1.4099741532700139 12.333067442988975 1.4343584976159025 leaf_count=2264 20 131 62 internal_value=0 4.13569e-05 -0.00049831 internal_weight=0 124.075 2.84433 internal_count=2477 2395 82 is_linear=0 shrinkage=0.000400217 Tree=4235 num_leaves=4 num_cat=0 split_feature=4 151 2 split_gain=4.57272 3.82034 3.14381 threshold=-0.49121999999999993 -0.52082499999999987 0.10613000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024291116023431515 -0.025734503547220466 0.0018658660314825022 0.0043595322790318811 leaf_weight=4.9103035228326908 2.015217165258945 118.1421568703081 2.2942279428243637 leaf_count=90 35 2288 44 internal_value=0 0.00137944 -0.0152404 internal_weight=0 120.157 7.20453 internal_count=2457 2323 134 is_linear=0 shrinkage=0.0204111 Tree=4236 num_leaves=3 num_cat=0 split_feature=148 457 split_gain=4.54807 4.34414 threshold=-0.082084999999999977 0.51960000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019303629215337705 0.0015922240303350122 -0.029131073688889331 leaf_weight=4.6388728427700689 113.3994245416834 1.8384636305272568 leaf_count=69 2356 10 internal_value=0 0.00107427 internal_weight=0 115.238 internal_count=2435 2366 is_linear=0 shrinkage=0.0204111 Tree=4237 num_leaves=4 num_cat=0 split_feature=13 13 0 split_gain=4.06315 5.8316 5.49116 threshold=-0.084024999999999975 -0.085089999999999985 -0.060644999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3093266334084953e-05 -0.0001101780788105876 0.00078604576898261096 9.8545108762855926e-05 leaf_weight=34.644736483664019 57.236675571723026 1.890785314462845 31.054021443182137 leaf_count=658 1352 69 372 internal_value=0 0.000121763 -3.67331e-05 internal_weight=0 36.5355 88.2907 internal_count=2451 727 1724 is_linear=0 shrinkage=0.000400217 Tree=4238 num_leaves=4 num_cat=0 split_feature=133 52 15 split_gain=4.04068 3.79272 0.0323633 threshold=-0.39935999999999994 -0.51498499999999992 -0.10602999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.033289172734166178 -0.020726383138475184 0.0017554328751304121 -0.02046204103365884 leaf_weight=0.80004354595439542 3.1005633580789427 116.66781735511904 1.2699299218802469 leaf_count=26 172 2147 106 internal_value=0 0.00115461 -0.0268736 internal_weight=0 119.768 2.06997 internal_count=2451 2319 132 is_linear=0 shrinkage=0.0204111 Tree=4239 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=4.54813 9.37083 5.46091 threshold=0.077765000000000015 0.0060650000000000009 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031250492051267337 0.00011331696354131673 0.00011060676584957478 -0.00011110365385764955 leaf_weight=18.059024666654295 66.620290107937763 15.484445364258134 23.377614289755002 leaf_count=1027 931 294 254 internal_value=0 -0.000117469 5.49564e-05 internal_weight=0 33.5435 89.9979 internal_count=2506 1321 1185 is_linear=0 shrinkage=0.000400217 Tree=4240 num_leaves=3 num_cat=0 split_feature=448 0 split_gain=3.64097 4.07169 threshold=-0.083859999999999976 -0.10566999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022469419799011275 0.0050978027794016199 -0.002536947174276149 leaf_weight=2.8106558630242935 49.145029859239003 71.012492629321059 leaf_count=38 434 1993 internal_value=0 0.000587543 internal_weight=0 120.158 internal_count=2465 2427 is_linear=0 shrinkage=0.0204111 Tree=4241 num_leaves=3 num_cat=0 split_feature=3 51 split_gain=3.96515 3.48774 threshold=0.30863500000000005 -0.40274499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022426442797072725 0.020610604620494872 0.0011270944377359767 leaf_weight=2.5663275992410481 4.1628567615989587 118.69888574563083 leaf_count=90 103 2317 internal_value=0 0.000608404 internal_weight=0 121.265 internal_count=2510 2407 is_linear=0 shrinkage=0.0204111 Tree=4242 num_leaves=3 num_cat=0 split_feature=151 457 split_gain=3.51456 4.11818 threshold=-0.28286499999999998 0.51960000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020140423367815834 0.0012003248025537541 -0.028767483873933443 leaf_weight=3.3526029911008655 117.38353555009235 1.8300867937505234 leaf_count=55 2424 10 internal_value=0 0.000713717 internal_weight=0 119.214 internal_count=2489 2434 is_linear=0 shrinkage=0.0204111 Tree=4243 num_leaves=3 num_cat=0 split_feature=51 13 split_gain=3.84177 3.55728 threshold=-0.40274499999999996 -0.5356749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022731324105996025 -0.022874641761980646 0.0014347637075418759 leaf_weight=2.8209660676511694 2.4509964905446386 116.84975516122358 leaf_count=92 25 2335 internal_value=0 0.000914354 internal_weight=0 119.301 internal_count=2452 2360 is_linear=0 shrinkage=0.0204111 Tree=4244 num_leaves=3 num_cat=0 split_feature=52 1373 split_gain=5.77429 4.16333 threshold=-0.29521499999999995 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022748931943034116 6.1301599703965008e-06 -0.028336985974617247 leaf_weight=4.9872702688444397 111.14938195857394 2.0899293939582995 leaf_count=261 2192 19 internal_value=0 -0.000544441 internal_weight=0 113.239 internal_count=2472 2211 is_linear=0 shrinkage=0.0204111 Tree=4245 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=4.14288 4.75959 threshold=-0.14337999999999998 -0.062674999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017441639444299422 -0.026112779695533748 0.00036521006017987512 leaf_weight=5.6495429677888742 2.7872913856990627 115.53723919058393 leaf_count=60 29 2419 internal_value=0 -0.000282611 internal_weight=0 118.325 internal_count=2508 2448 is_linear=0 shrinkage=0.0204111 Tree=4246 num_leaves=4 num_cat=0 split_feature=16 1210 16 split_gain=4.56229 3.38598 2.72224 threshold=0.40804500000000005 -0.08107499999999998 0.68539000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048934445633173104 -0.00046141714987942857 3.5311276073508795e-05 0.00023448349285613992 leaf_weight=1.8921169367240498 4.7312339905038234 117.69581472492428 1.0326058999635277 leaf_count=103 195 2150 18 internal_value=0 2.65602e-05 -0.000334652 internal_weight=0 119.588 5.76384 internal_count=2466 2253 213 is_linear=0 shrinkage=0.000400217 Tree=4247 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=4.00579 5.92548 5.60791 threshold=-0.074459999999999985 -0.00051499999999999994 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3685209019269834e-06 -0.00030930244857784578 3.7935731363827381e-06 0.00027637856901901293 leaf_weight=26.813766753301024 11.071722488515659 72.081069558567833 18.758317055413499 leaf_count=703 624 893 272 internal_value=0 -3.82548e-05 0.000109229 internal_weight=0 83.1528 45.5721 internal_count=2492 1517 975 is_linear=0 shrinkage=0.000400217 Tree=4248 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=3.88022 5.12111 4.27136 threshold=0.081365000000000007 -0.097754999999999995 0.41094500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0093587257232747197 -0.02511227420683108 -0.00090559206781253357 0.0026696414648959767 leaf_weight=26.299924546037801 4.8653281668957771 86.73892863484798 4.258622083812952 leaf_count=239 107 2048 33 internal_value=0 0.00148943 -0.0122698 internal_weight=0 113.039 9.12395 internal_count=2427 2287 140 is_linear=0 shrinkage=0.0204111 Tree=4249 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=3.247 4.17299 threshold=-0.40186499999999997 0.088470000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060662409735518918 1.8399678610743802e-06 0.00045629097755756293 leaf_weight=1.2514433448668558 115.99346924413112 3.2173776425188398 leaf_count=8 2356 43 internal_value=0 1.45218e-05 internal_weight=0 119.211 internal_count=2407 2399 is_linear=0 shrinkage=0.000400217 Tree=4250 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=4.1578 3.84982 threshold=-0.14169499999999999 0.16826500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031745413336188686 -3.8383094951184795e-05 0.00039489973116998978 leaf_weight=5.8163507743738583 114.79168931060121 3.2697708795312783 leaf_count=65 2321 58 internal_value=0 -2.60203e-05 internal_weight=0 118.061 internal_count=2444 2379 is_linear=0 shrinkage=0.000400217 Tree=4251 num_leaves=3 num_cat=0 split_feature=1375 376 split_gain=4.0062 3.61769 threshold=-0.43429999999999996 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02766080350991373 -0.00054248761041500969 0.012725982591620767 leaf_weight=2.0320250263903281 109.95499120965542 9.1711998644750548 leaf_count=14 2328 133 internal_value=0 0.000490006 internal_weight=0 119.126 internal_count=2475 2461 is_linear=0 shrinkage=0.0204111 Tree=4252 num_leaves=4 num_cat=0 split_feature=150 474 457 split_gain=4.64388 6.21878 5.0248 threshold=0.081245000000000026 0.084660000000000027 -0.0046349999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0038169618032153872 -0.013161523477830507 0.011743053195641008 0.010588399088985706 leaf_weight=75.791505535788019 4.1836768633220371 12.346706867450846 27.774689005949767 leaf_count=1923 51 218 285 internal_value=0 -0.00162513 0.0074442 internal_weight=0 88.1382 31.9584 internal_count=2477 2141 336 is_linear=0 shrinkage=0.0204111 Tree=4253 num_leaves=4 num_cat=0 split_feature=13 15 13 split_gain=4.48459 7.99182 6.51459 threshold=-0.084024999999999975 0.035895000000000003 -0.084964999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0042067886158009471 0.0001528944056676563 -0.017911773834190611 0.042577025205057087 leaf_weight=32.254638176003937 74.777264875039691 11.702502419560913 1.8463253544468887 leaf_count=666 1021 700 66 internal_value=0 -0.00231163 0.00641681 internal_weight=0 86.4798 34.101 internal_count=2453 1721 732 is_linear=0 shrinkage=0.0204111 Tree=4254 num_leaves=3 num_cat=0 split_feature=48 447 split_gain=3.89715 4.15572 threshold=-0.097454999999999986 0.089095000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023986725344773679 -0.0007173956258323753 0.018639181631272546 leaf_weight=2.7625845842994741 114.29554477603233 4.7033666082425034 leaf_count=35 2395 65 internal_value=0 6.44646e-05 internal_weight=0 118.999 internal_count=2495 2460 is_linear=0 shrinkage=0.0204111 Tree=4255 num_leaves=3 num_cat=0 split_feature=1456 128 split_gain=5.09065 3.61918 threshold=-1.0000000180025095e-35 0.085185000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042841289488506848 2.6495122994611305e-05 -0.00036700911905888738 leaf_weight=4.1998689217143683 118.24297911589383 3.7541901188960756 leaf_count=245 2125 158 internal_value=0 1.40605e-05 internal_weight=0 121.997 internal_count=2528 2283 is_linear=0 shrinkage=0.000400217 Tree=4256 num_leaves=4 num_cat=0 split_feature=43 15 132 split_gain=4.79698 4.36702 0.22941 threshold=0.25619500000000001 0.082725000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011155661307608172 -0.016588562377499061 -0.011086465492886603 -0.030682072625900121 leaf_weight=107.83957123009895 1.3685113917017591 13.667324191264923 1.7832483619858965 leaf_count=1513 89 849 53 internal_value=0 -0.000265884 -0.0253416 internal_weight=0 121.507 3.15176 internal_count=2504 2362 142 is_linear=0 shrinkage=0.0204111 Tree=4257 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.88468 6.15518 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020880615855166942 0.059367266154753594 8.7100076098116201e-05 leaf_weight=3.5536968673404763 0.62224794737994571 119.15571098562214 leaf_count=222 2 2258 internal_value=0 0.000450218 internal_weight=0 119.778 internal_count=2482 2260 is_linear=0 shrinkage=0.0204111 Tree=4258 num_leaves=4 num_cat=0 split_feature=14 48 48 split_gain=4.48719 3.88255 0.546004 threshold=0.076175000000000007 -0.064549999999999982 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012574126589130215 -0.033368012976215708 -0.00011775015398405962 -0.013956265232440878 leaf_weight=10.96980398648884 1.3934052544645967 106.94721293986368 1.4750883652013715 leaf_count=118 15 2267 66 internal_value=0 0.00107378 -0.0242851 internal_weight=0 117.917 2.86849 internal_count=2466 2385 81 is_linear=0 shrinkage=0.0204111 Tree=4259 num_leaves=3 num_cat=0 split_feature=1456 11 split_gain=5.25985 4.11958 threshold=-1.0000000180025095e-35 0.088215000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004275325042781635 5.318708513389702e-05 -0.00027394834544661227 leaf_weight=3.9478918095701365 114.41732359904563 6.4061493906483511 leaf_count=229 2158 90 internal_value=0 3.56045e-05 internal_weight=0 120.823 internal_count=2477 2248 is_linear=0 shrinkage=0.000400217 Tree=4260 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=5.16605 5.60866 3.91689 threshold=0.094405000000000003 0.090810000000000016 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015706143942958436 -0.00023795410398477003 0.00014586126301098569 9.960136795874378e-05 leaf_weight=50.821308871003566 6.0255899811163536 12.026004778454078 53.801191068836488 leaf_count=1655 105 65 647 internal_value=0 -9.894e-05 6.52227e-05 internal_weight=0 62.8473 59.8268 internal_count=2472 1720 752 is_linear=0 shrinkage=0.000400217 Tree=4261 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=3.9296 4.05571 threshold=-0.097454999999999986 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044504143345459022 1.5491479967589542e-05 0.00026469850276029797 leaf_weight=2.6368761733174315 111.89047328883316 11.429014772409571 leaf_count=34 2306 119 internal_value=0 3.88067e-05 internal_weight=0 123.319 internal_count=2459 2425 is_linear=0 shrinkage=0.000400217 Tree=4262 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=4.61839 6.25684 4.85438 threshold=0.099705000000000002 -0.059114999999999994 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.007687259910783866 0.012128508263961134 0.0051950131001971493 -0.00088252117189045775 leaf_weight=47.566557748403284 20.847753770009149 23.330104987893719 27.748627018474508 leaf_count=1648 366 196 270 internal_value=0 -0.00344656 0.00471423 internal_weight=0 70.8967 48.5964 internal_count=2480 1844 636 is_linear=0 shrinkage=0.0204111 Tree=4263 num_leaves=4 num_cat=0 split_feature=481 151 1447 split_gain=4.05706 3.81488 0.13825 threshold=-0.039559999999999991 -0.28286499999999998 -0.085949999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.008883600396973142 -0.021787367231932513 0.00094386488832518868 -0.023707585959081318 leaf_weight=0.48663301511260248 3.0493545159115447 113.70830506899802 2.912980233799316 leaf_count=66 56 2203 173 internal_value=0 0.00032989 -0.0219365 internal_weight=0 116.758 3.39961 internal_count=2498 2259 239 is_linear=0 shrinkage=0.0204111 Tree=4264 num_leaves=4 num_cat=0 split_feature=160 1 13 split_gain=4.15011 4.04141 0.0252947 threshold=-0.40446999999999994 0.099515000000000006 0.0024700000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004451666720806749 -2.5350844589864036e-05 0.0001256809866588281 -0.00025461401064396126 leaf_weight=2.5670891593181291 70.104842414657469 47.532694768393412 0.70051151028019365 leaf_count=157 1654 604 30 internal_value=0 3.57366e-05 -0.000414105 internal_weight=0 117.638 3.2676 internal_count=2445 2258 187 is_linear=0 shrinkage=0.000400217 Tree=4265 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.93167 3.87501 threshold=-1.0000000180025095e-35 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044564789975935553 -0.0017778853233850274 -2.5404439139168374e-05 leaf_weight=2.7570548673393196 0.090491600334643318 122.51882964369725 leaf_count=70 1 2410 internal_value=0 -2.83188e-05 internal_weight=0 122.609 internal_count=2481 2411 is_linear=0 shrinkage=0.000400217 Tree=4266 num_leaves=3 num_cat=0 split_feature=1374 44 split_gain=4.57983 3.66129 threshold=-0.094929999999999987 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02300122801863513 0.0010907985202050522 -0.020123091306678897 leaf_weight=3.4528088180813929 116.57228861887415 3.3789156153798094 leaf_count=45 2368 49 internal_value=0 0.000475014 internal_weight=0 119.951 internal_count=2462 2417 is_linear=0 shrinkage=0.0204111 Tree=4267 num_leaves=4 num_cat=0 split_feature=128 43 2 split_gain=4.27196 4.08845 0.298051 threshold=1.0000000180025095e-35 0.095890000000000017 0.108005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076484232940956718 -0.025369481630804859 0.012124663614626706 -0.00887347086651585 leaf_weight=104.44307717659103 2.7030591744405679 11.255069989012553 0.73870671514305275 leaf_count=2094 153 190 22 internal_value=0 0.000499554 -0.0222201 internal_weight=0 115.698 3.44177 internal_count=2459 2284 175 is_linear=0 shrinkage=0.0204111 Tree=4268 num_leaves=4 num_cat=0 split_feature=2 31 11 split_gain=4.4586 4.98929 3.55534 threshold=0.097940000000000013 -1.0000000180025095e-35 0.089270000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044309868084724258 0.00010432028282958478 -9.803550573078744e-05 -0.00032440022693019141 leaf_weight=2.7344710504403329 49.462424249606556 67.430512332648505 3.19706454174593 leaf_count=74 692 1641 55 internal_value=0 -7.62741e-05 7.76587e-05 internal_weight=0 70.165 52.6595 internal_count=2462 1715 747 is_linear=0 shrinkage=0.000400217 Tree=4269 num_leaves=3 num_cat=0 split_feature=160 1429 split_gain=3.96438 3.6668 threshold=-0.40446999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022610124901573957 -0.023806091043204296 0.00053416271675481547 leaf_weight=3.2186339961335753 2.5268428882118306 112.72900801851938 leaf_count=178 115 2158 internal_value=0 -2.2054e-05 internal_weight=0 115.256 internal_count=2451 2273 is_linear=0 shrinkage=0.0204111 Tree=4270 num_leaves=4 num_cat=0 split_feature=15 4 39 split_gain=4.58825 5.31632 3.34568 threshold=0.095330000000000012 -0.49367499999999992 0.088780000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016344918597302322 -0.020412819647422926 0.0020864393269523344 0.016139896974251125 leaf_weight=6.8236215328797689 6.7683105365431393 108.70892567555711 1.1435492802411316 leaf_count=126 288 2072 14 internal_value=0 0.000983069 -0.0149781 internal_weight=0 115.533 7.91186 internal_count=2500 2198 302 is_linear=0 shrinkage=0.0204111 Tree=4271 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=3.55973 7.63629 4.70366 threshold=-0.10770499999999998 -0.0087549999999999989 -0.062109999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042444476325501573 -0.0082302653767613258 0.017017479725836851 0.0022910616239452002 leaf_weight=36.312082714255666 32.17664952656196 14.57226144854212 39.103768559754826 leaf_count=312 1566 120 469 internal_value=0 0.00459697 -0.00246382 internal_weight=0 50.8843 71.2804 internal_count=2467 432 2035 is_linear=0 shrinkage=0.0204111 Tree=4272 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=4.6767 6.42326 4.83558 threshold=0.098950000000000024 -0.060094999999999989 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012909308549225983 -0.00028085583580133271 0.00012819234864025928 0.00014619203603294259 leaf_weight=48.84121806701296 4.5493873968953258 22.668722853180952 48.611840239027515 leaf_count=1638 101 200 543 internal_value=0 -4.74604e-05 0.000109133 internal_weight=0 71.5099 53.1612 internal_count=2482 1838 644 is_linear=0 shrinkage=0.000400217 Tree=4273 num_leaves=4 num_cat=0 split_feature=43 13 3 split_gain=4.87131 5.77025 0.280827 threshold=0.25619500000000001 -0.084024999999999975 0.15576000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0081493590656942835 -0.019512627773439616 -0.0020302082607004178 -0.036329017750280038 leaf_weight=31.502619046194013 2.2633831765997452 87.045381442992948 0.7875649551860987 leaf_count=667 145 1639 7 internal_value=0 0.000680019 -0.024986 internal_weight=0 118.548 3.05095 internal_count=2458 2306 152 is_linear=0 shrinkage=0.0204111 Tree=4274 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.59707 5.59845 threshold=-0.15747999999999998 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01906509069250081 -0.016713480441836619 0.00085463443595837883 leaf_weight=4.008521174080669 7.9914034272660492 111.97859494603472 leaf_count=23 168 2288 internal_value=0 -0.0003301 internal_weight=0 119.97 internal_count=2479 2456 is_linear=0 shrinkage=0.0204111 Tree=4275 num_leaves=4 num_cat=0 split_feature=1 48 42 split_gain=3.95451 6.21667 2.11227 threshold=0.12337000000000002 0.12879500000000002 0.097640000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014441062220838625 0.0066055730070142477 -0.028884866998022431 0.027085268987844864 leaf_weight=100.31237866914307 9.8335248227231187 3.124711878510424 2.5996485026553264 leaf_count=2219 178 32 54 internal_value=0 -0.00104292 0.0110912 internal_weight=0 103.437 12.4332 internal_count=2483 2251 232 is_linear=0 shrinkage=0.0204111 Tree=4276 num_leaves=4 num_cat=0 split_feature=3 376 15 split_gain=4.00513 4.69369 4.17078 threshold=-0.097754999999999995 0.048375000000000008 -0.015824999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012905705692979292 -0.0048809334279319438 0.010059108701017718 -0.0016129684239898667 leaf_weight=15.63926482471288 73.03995616499742 9.8469681878341344 17.247474108939059 leaf_count=133 1961 131 237 internal_value=0 -0.00309488 0.00531174 internal_weight=0 82.8869 32.8867 internal_count=2462 2092 370 is_linear=0 shrinkage=0.0204111 Tree=4277 num_leaves=4 num_cat=0 split_feature=43 484 15 split_gain=4.03064 4.13659 0.567409 threshold=0.2506000000000001 -0.0068949999999999992 -0.23488499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012699078700780908 -0.0038086318859360479 0.001619040989376935 -0.027741194299519302 leaf_weight=8.9758872767561098 0.54441574774682555 112.00034406641498 2.3180920632585176 leaf_count=401 6 1974 138 internal_value=0 0.000545941 -0.0235042 internal_weight=0 120.976 2.86251 internal_count=2519 2375 144 is_linear=0 shrinkage=0.0204111 Tree=4278 num_leaves=4 num_cat=0 split_feature=15 51 1 split_gain=7.52874 3.82908 3.62179 threshold=0.084050000000000014 0.093705000000000024 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1046584038881958e-05 -0.00045136268908761278 0.00021404992603501482 5.3903916351563167e-05 leaf_weight=97.13221743061149 8.593021071792462 13.714360170270082 3.0450751893222323 leaf_count=1408 808 203 22 internal_value=0 1.69911e-05 -0.000319907 internal_weight=0 110.847 11.6381 internal_count=2441 1611 830 is_linear=0 shrinkage=0.000400217 Tree=4279 num_leaves=4 num_cat=0 split_feature=0 1 48 split_gain=4.28593 7.12151 5.12524 threshold=-0.10566999999999999 0.12640500000000002 0.12370000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013089306308455332 -0.00011002874976579373 0.00024909010626692721 -0.00029430524049099373 leaf_weight=48.297511753742583 61.557548392316676 10.217824020830447 4.9049835214391342 leaf_count=401 1860 157 33 internal_value=0 -5.85968e-05 9.11563e-05 internal_weight=0 71.7754 53.2025 internal_count=2451 2017 434 is_linear=0 shrinkage=0.000400217 Tree=4280 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.56694 4.13086 threshold=-1.0000000180025095e-35 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022676084059512814 -0.094241600844273202 -0.00055720778415906233 leaf_weight=2.6682759664836331 0.084447056055067971 118.061140043661 leaf_count=72 1 2396 internal_value=0 -0.000713336 internal_weight=0 118.146 internal_count=2469 2397 is_linear=0 shrinkage=0.0204111 Tree=4281 num_leaves=4 num_cat=0 split_feature=160 483 15 split_gain=3.75196 3.71819 0.0931149 threshold=-0.40446999999999994 0.10297500000000001 -0.09547499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019459844115542977 2.6539088656884054e-05 -0.00039832540055372663 -0.000445789643886092 leaf_weight=0.53688007942400906 117.7581403071963 3.2824944457970551 2.738303428865037 leaf_count=24 2203 102 158 internal_value=0 1.46597e-05 -0.000412407 internal_weight=0 121.041 3.27518 internal_count=2487 2305 182 is_linear=0 shrinkage=0.000400217 Tree=4282 num_leaves=4 num_cat=0 split_feature=12 52 12 split_gain=4.71243 3.56135 1.96094 threshold=0.11610500000000001 -0.51498499999999992 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020476858127708726 -0.040480780556195035 0.0022035259301337925 -0.01024612286777986 leaf_weight=2.8491219691641154 1.2579559196019534 112.02213621902047 2.907608075052849 leaf_count=181 49 2145 74 internal_value=0 0.0016216 -0.0201973 internal_weight=0 114.871 4.16556 internal_count=2449 2326 123 is_linear=0 shrinkage=0.0204111 Tree=4283 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=4.92072 5.67928 2.99925 threshold=0.10423500000000001 0.10299500000000002 0.14753000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011939119253806169 4.9027230897956059e-05 0.00019056079365168492 0.00036749476017837695 leaf_weight=70.271009772215621 39.250665276078507 10.838150538504122 5.2836070266785091 leaf_count=1907 443 54 93 internal_value=0 -7.77685e-05 8.76375e-05 internal_weight=0 81.1092 44.5343 internal_count=2497 1961 536 is_linear=0 shrinkage=0.000400217 Tree=4284 num_leaves=4 num_cat=0 split_feature=15 43 1 split_gain=6.43862 7.10049 5.65081 threshold=0.035895000000000003 0.23693500000000003 0.14000500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020548500209242402 -0.019139909614489949 0.026597363544126163 0.020313342569973976 leaf_weight=91.090656116648461 14.620643637477771 1.4665655193821283 4.8494250304065636 leaf_count=1434 879 56 98 internal_value=0 -0.0148153 -0.000901857 internal_weight=0 16.0872 95.9401 internal_count=2467 935 1532 is_linear=0 shrinkage=0.0204111 Tree=4285 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=6.48669 7.58508 4.19097 threshold=0.084045000000000022 0.10812000000000001 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011237538505474287 -0.00016741897718089755 0.00033931762333070406 -0.00016317767051969451 leaf_weight=63.412436314334627 44.075205670640571 5.1937947312835595 10.169194814050568 leaf_count=688 1651 24 108 internal_value=0 -0.000113352 7.41031e-05 internal_weight=0 49.269 73.5816 internal_count=2471 1675 796 is_linear=0 shrinkage=0.000400217 Tree=4286 num_leaves=4 num_cat=0 split_feature=43 33 16 split_gain=3.48507 3.41582 1.02692 threshold=-0.33811499999999994 -1.0000000180025095e-35 0.24923500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023151609644722588 -0.021788150277450007 0.0010522438572380735 -0.0045923002258222148 leaf_weight=3.278415643144398 2.6854897653684011 109.59816155044246 2.0653979472117499 leaf_count=86 27 2328 14 internal_value=0 0.000484809 -0.0162198 internal_weight=0 112.284 5.34381 internal_count=2455 2355 100 is_linear=0 shrinkage=0.0204111 Tree=4287 num_leaves=3 num_cat=0 split_feature=46 4 split_gain=4.37954 4.27121 threshold=0.081930000000000017 -0.49367499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032960681297855641 -0.00046819292792999416 3.2994937672203117e-05 leaf_weight=5.3454634011723092 2.9567050877958527 111.75547858665232 leaf_count=114 38 2295 internal_value=0 1.61437e-05 internal_weight=0 117.101 internal_count=2447 2409 is_linear=0 shrinkage=0.000400217 Tree=4288 num_leaves=3 num_cat=0 split_feature=1444 1456 split_gain=3.56852 4.33361 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.027469629483753696 -0.021809611178439246 0.00025364558618061158 leaf_weight=1.8263114620349359 3.7185591907036715 116.72593602846609 leaf_count=25 218 2225 internal_value=0 -0.000447151 internal_weight=0 120.444 internal_count=2468 2443 is_linear=0 shrinkage=0.0204111 Tree=4289 num_leaves=3 num_cat=0 split_feature=43 0 split_gain=3.90301 3.92122 threshold=-0.50992999999999988 -0.13314999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018496987236378583 0.0053262772033376444 -0.0025384492137423653 leaf_weight=4.9946555556962258 40.890053384733619 74.107106138646486 leaf_count=43 313 2072 internal_value=0 0.000260507 internal_weight=0 114.997 internal_count=2428 2385 is_linear=0 shrinkage=0.0204111 Tree=4290 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=3.53678 4.84381 threshold=-0.40186499999999997 0.088470000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031438899768184099 0.00081901551196929723 0.023731651791599865 leaf_weight=1.2550999431405205 115.86897511366988 3.8642394341877653 leaf_count=8 2358 44 internal_value=0 0.00157997 internal_weight=0 119.733 internal_count=2410 2402 is_linear=0 shrinkage=0.0204111 Tree=4291 num_leaves=4 num_cat=0 split_feature=1 160 4 split_gain=4.33836 7.55465 3.97143 threshold=0.094435000000000005 0.097395000000000023 -0.41417999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6689546856269068e-05 -0.00035202776732457143 -0.00053024053628473024 0.00011684011948745216 leaf_weight=58.94911314221099 2.9412544649094334 4.8642561191809355 56.896738941548392 leaf_count=1596 79 146 663 internal_value=0 -5.66958e-05 9.31791e-05 internal_weight=0 63.8134 59.838 internal_count=2484 1742 742 is_linear=0 shrinkage=0.000400217 Tree=4292 num_leaves=4 num_cat=0 split_feature=1 52 453 split_gain=5.64901 6.25219 3.19007 threshold=0.10423500000000001 -0.11408499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02070681667105214 0.0079099995808750434 -0.00079797590456705746 -0.012227634046856598 leaf_weight=7.1599153030401785 42.317571978317574 68.355838610514184 3.4527636170387259 leaf_count=320 526 1588 25 internal_value=0 -0.00271347 0.00636475 internal_weight=0 75.5158 45.7703 internal_count=2459 1908 551 is_linear=0 shrinkage=0.0204111 Tree=4293 num_leaves=4 num_cat=0 split_feature=52 48 52 split_gain=4.15467 6.36665 3.7042 threshold=-0.049149999999999992 -0.064549999999999982 -0.088284999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016654585976734013 0.011041106581036325 -0.0068751218918216683 0.01046839113577696 leaf_weight=24.803946699466906 9.3954041469842178 63.457257902453421 18.008071502263192 leaf_count=550 73 1654 208 internal_value=0 -0.00455117 0.00345241 internal_weight=0 72.8527 42.812 internal_count=2485 1727 758 is_linear=0 shrinkage=0.0204111 Tree=4294 num_leaves=4 num_cat=0 split_feature=457 13 49 split_gain=4.46377 4.43827 2.09939 threshold=0.080930000000000016 -0.084024999999999975 -0.083949999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7284687138020758e-05 -0.00010094318964601132 -8.9706389475863681e-05 0.00022675140723985143 leaf_weight=33.7141852806526 3.7353317439556148 68.874937684013275 17.612680795718916 leaf_count=679 51 1609 153 internal_value=0 -3.15095e-05 0.000169186 internal_weight=0 102.589 21.348 internal_count=2492 2288 204 is_linear=0 shrinkage=0.000400217 Tree=4295 num_leaves=4 num_cat=0 split_feature=401 484 0 split_gain=4.35938 4.66064 0.301782 threshold=0.087110000000000007 -0.0068949999999999992 -0.039769999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023387975755157189 -0.00045339333269797183 6.0299998736448232e-05 -0.00013613728076957004 leaf_weight=9.2220131085196027 2.9649967589066368 113.94991332609789 0.71391983714420248 leaf_count=395 184 1877 18 internal_value=0 3.8082e-05 -0.000397667 internal_weight=0 123.172 3.67892 internal_count=2474 2272 202 is_linear=0 shrinkage=0.000400217 Tree=4296 num_leaves=4 num_cat=0 split_feature=124 3 123 split_gain=4.90062 5.35842 3.07868 threshold=-0.043384999999999993 -0.10072999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015106987162746358 7.204471433236388e-05 -0.00012022022426088041 0.00030909942793477352 leaf_weight=2.9713480299105859 33.71029482857557 74.054946160133113 9.7689313245355134 leaf_count=47 345 1938 156 internal_value=0 -6.0065e-05 0.000201395 internal_weight=0 107.765 12.7403 internal_count=2486 2283 203 is_linear=0 shrinkage=0.000400217 Tree=4297 num_leaves=4 num_cat=0 split_feature=43 43 52 split_gain=4.33249 4.4408 0.219445 threshold=0.25619500000000001 0.14198000000000002 -0.031059999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053557954522138508 -0.011812604173442648 0.019092116260594604 -0.027628774829042135 leaf_weight=110.6571682531212 0.73271919184480827 4.9080712998693334 2.2186517967493264 leaf_count=2296 26 47 113 internal_value=0 0.000315684 -0.0242775 internal_weight=0 115.565 2.95137 internal_count=2482 2343 139 is_linear=0 shrinkage=0.0204111 Tree=4298 num_leaves=3 num_cat=0 split_feature=1366 42 split_gain=3.78449 3.45447 threshold=-1.0000000180025095e-35 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021063194489485654 -0.03104996295180483 0.0015272043951535842 leaf_weight=3.1719202435342586 1.2601594428997476 116.92511707176163 leaf_count=52 8 2440 internal_value=0 0.00115079 internal_weight=0 118.185 internal_count=2500 2448 is_linear=0 shrinkage=0.0204111 Tree=4299 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=3.86844 4.84868 threshold=0.16946000000000003 0.13148500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00059885070050395655 0.023902370290191301 -0.019831480778285841 leaf_weight=113.2104981772427 2.4337803106755009 5.6263891351409248 leaf_count=2442 21 56 internal_value=0 -0.00152724 internal_weight=0 118.837 internal_count=2519 2498 is_linear=0 shrinkage=0.0204111 Tree=4300 num_leaves=4 num_cat=0 split_feature=484 150 454 split_gain=3.92555 5.04921 4.0688 threshold=-0.0068949999999999992 0.10545000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035677182787891243 -0.00038189371238162587 0.00034869944024842084 5.5281761168697335e-05 leaf_weight=8.0534644686995289 3.4044432807713738 1.9332764856517304 113.65411891495751 leaf_count=398 43 8 2023 internal_value=0 -0.000217852 4.22145e-05 internal_weight=0 9.98674 117.059 internal_count=2472 406 2066 is_linear=0 shrinkage=0.000400217 Tree=4301 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=4.62525 10.3814 5.24099 threshold=0.077765000000000015 -0.055219999999999998 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018573158573680516 0.0038261253251636903 0.0039676739474293985 -0.011380503416263003 leaf_weight=16.616880176748964 71.815296284388751 17.265413606539369 10.759403909905812 leaf_count=1170 847 127 324 internal_value=0 -0.00711178 0.00183199 internal_weight=0 33.8823 82.5747 internal_count=2468 1297 1171 is_linear=0 shrinkage=0.0204111 Tree=4302 num_leaves=4 num_cat=0 split_feature=50 48 3 split_gain=4.55214 6.46279 4.38385 threshold=0.085685000000000011 0.12879500000000002 0.26577500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8908497101771172e-05 -0.00034811780553224101 -0.00040739770935944791 0.00039201674923936632 leaf_weight=104.77079970872728 9.6086128251772589 5.356062040955293 1.3816395429894317 leaf_count=1961 446 43 15 internal_value=0 1.68105e-05 -0.000252057 internal_weight=0 110.127 10.9903 internal_count=2465 2004 461 is_linear=0 shrinkage=0.000400217 Tree=4303 num_leaves=4 num_cat=0 split_feature=133 2 16 split_gain=3.37908 3.32503 0.329429 threshold=0.14391000000000001 0.14816000000000004 -0.14239499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0877441531647308e-06 -5.1453123749200777e-05 0.00030686355632786875 -0.00044840572403968604 leaf_weight=112.93667093891418 0.41796761017758433 6.2322573073906815 2.58902597989072 leaf_count=2130 23 103 229 internal_value=0 2.49342e-05 -0.000397058 internal_weight=0 119.169 3.00699 internal_count=2485 2233 252 is_linear=0 shrinkage=0.000400217 Tree=4304 num_leaves=3 num_cat=0 split_feature=3 1365 split_gain=4.18718 3.93204 threshold=0.30863500000000005 0.084635000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.9618076640359471e-06 0.00040409816201736202 -0.00046070446754141529 leaf_weight=112.68194043081894 4.1052997810766092 2.8045952182728788 leaf_count=2294 102 45 internal_value=0 -1.90351e-06 internal_weight=0 115.487 internal_count=2441 2339 is_linear=0 shrinkage=0.000400217 Tree=4305 num_leaves=3 num_cat=0 split_feature=1365 133 split_gain=4.48919 3.37263 threshold=1.0000000180025095e-35 0.099280000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0027805102121128845 -0.023536996311324672 -0.010885629666735232 leaf_weight=112.36295288268593 2.8575561997713512 7.9530394674366098 leaf_count=2035 48 391 internal_value=0 0.00186788 internal_weight=0 120.316 internal_count=2474 2426 is_linear=0 shrinkage=0.0204111 Tree=4306 num_leaves=3 num_cat=0 split_feature=376 133 split_gain=3.4879 3.89642 threshold=0.088470000000000007 0.11329500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5299317600174174e-05 0.00035384918798064179 -0.00041546359670392014 leaf_weight=118.13119504698261 4.6041605272912411 3.3499297957605441 leaf_count=2167 51 285 internal_value=0 3.04908e-06 internal_weight=0 121.481 internal_count=2503 2452 is_linear=0 shrinkage=0.000400217 Tree=4307 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.54351 4.82488 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004081195777757183 0.0010252646218863294 2.9584198279675959e-05 leaf_weight=3.6928442374046417 0.67286145524121721 118.89387270694715 leaf_count=225 3 2246 internal_value=0 3.61414e-05 internal_weight=0 119.567 internal_count=2474 2249 is_linear=0 shrinkage=0.000400217 Tree=4308 num_leaves=3 num_cat=0 split_feature=1373 456 split_gain=4.27102 3.74338 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4529239796786039e-05 -0.00054013326707857533 -0.00024434520738636343 leaf_weight=114.88371431879932 2.0565050705336025 7.5531499094795427 leaf_count=2257 19 193 internal_value=0 2.65016e-05 internal_weight=0 122.437 internal_count=2469 2450 is_linear=0 shrinkage=0.000400217 Tree=4309 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=4.08103 4.79762 threshold=0.26577500000000004 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025855419626509182 0.020625584658328255 0.0012626495350379404 leaf_weight=2.671464246697723 4.2976060587679958 115.51724791999732 leaf_count=32 104 2345 internal_value=0 0.000625798 internal_weight=0 118.189 internal_count=2481 2377 is_linear=0 shrinkage=0.0204111 Tree=4310 num_leaves=4 num_cat=0 split_feature=457 52 1 split_gain=6.06405 5.87477 4.45167 threshold=0.080930000000000016 0.18897000000000003 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1435284367442916e-05 -0.00011317413374267066 -0.0004071495153646367 0.00028822624787755462 leaf_weight=89.832594296094612 6.108296665945093 7.0909074394876361 15.481917608878573 leaf_count=1988 90 276 127 internal_value=0 -5.93606e-05 0.000174664 internal_weight=0 96.9235 21.5902 internal_count=2481 2264 217 is_linear=0 shrinkage=0.000400217 Tree=4311 num_leaves=4 num_cat=0 split_feature=123 49 42 split_gain=5.26714 4.85908 2.21877 threshold=1.0000000180025095e-35 -0.088729999999999989 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013586615415291282 -0.0025258558487678815 0.00056114589688086014 0.018090274588107302 leaf_weight=11.173607145668937 2.8060400122776619 97.33238478860585 9.1851258742972259 leaf_count=121 22 2156 185 internal_value=0 -0.00090825 0.0132872 internal_weight=0 108.506 11.9912 internal_count=2484 2277 207 is_linear=0 shrinkage=0.0204111 Tree=4312 num_leaves=3 num_cat=0 split_feature=1375 4 split_gain=3.65307 3.47868 threshold=-0.43429999999999996 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027413458481580225 -0.015850826909368985 0.00036118230713381674 leaf_weight=2.0162309309234834 5.6856319434009484 112.67774612964422 leaf_count=12 120 2358 internal_value=0 -0.000431812 internal_weight=0 118.363 internal_count=2490 2478 is_linear=0 shrinkage=0.0204111 Tree=4313 num_leaves=4 num_cat=0 split_feature=4 12 4 split_gain=4.3051 5.68259 2.22521 threshold=0.27626000000000001 -0.13407999999999998 0.40945500000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.033044336633057281 0.020955375266395106 -0.00052268356763904408 0.005147542219340071 leaf_weight=2.1792521979368749 4.8577398285269764 97.269635399949038 15.11240545514738 leaf_count=30 37 2183 229 internal_value=0 -0.0012717 0.0090882 internal_weight=0 99.4489 19.9701 internal_count=2479 2213 266 is_linear=0 shrinkage=0.0204111 Tree=4314 num_leaves=3 num_cat=0 split_feature=1210 159 split_gain=3.45495 3.43336 threshold=-0.08107499999999998 0.124685 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050002475435267338 5.674858417331933e-05 -0.00041659964539174143 leaf_weight=1.7630047200509569 123.2673385587841 2.3934396226832169 leaf_count=108 2290 78 internal_value=0 4.737e-05 internal_weight=0 125.661 internal_count=2476 2368 is_linear=0 shrinkage=0.000400217 Tree=4315 num_leaves=4 num_cat=0 split_feature=15 4 3 split_gain=3.61769 6.84889 3.80817 threshold=0.082725000000000007 0.18599000000000002 -0.10628499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0072220029282101797 -0.018834737095580176 0.01846959317407405 -0.0015067949654591515 leaf_weight=28.174217936699279 9.5225098013615916 2.5082074026577166 78.820153491047677 leaf_count=241 861 17 1368 internal_value=0 -0.0109588 0.000796857 internal_weight=0 12.0307 106.994 internal_count=2487 878 1609 is_linear=0 shrinkage=0.0204111 Tree=4316 num_leaves=4 num_cat=0 split_feature=376 160 42 split_gain=4.76664 4.58402 1.24325 threshold=1.0000000180025095e-35 -0.091944999999999985 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002881531224406578 3.4651002274773601e-05 6.217304600730939e-06 0.00036467561743674828 leaf_weight=9.1177608211291936 2.5131337288767099 103.33082907162316 6.8544780232477915 leaf_count=344 13 2000 123 internal_value=0 -1.79143e-05 0.000277592 internal_weight=0 112.449 9.36761 internal_count=2480 2344 136 is_linear=0 shrinkage=0.000400217 Tree=4317 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=3.39765 4.71594 threshold=0.16826500000000003 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037548316028070171 0.020209722841171614 -0.026743687701739731 leaf_weight=116.21029645217641 3.3693782495101905 2.6222906676121047 leaf_count=2320 65 75 internal_value=0 -0.00024757 internal_weight=0 118.833 internal_count=2460 2395 is_linear=0 shrinkage=0.0204111 Tree=4318 num_leaves=4 num_cat=0 split_feature=1456 1 43 split_gain=4.31278 4.61986 0.476954 threshold=1.0000000180025095e-35 0.12541500000000003 -0.07662999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4880992664073392e-05 -0.00013010936359515767 0.00026704898999905364 -0.00047726153398277947 leaf_weight=111.20658658904722 0.9543924720201179 12.887284039286895 2.7037347314471836 leaf_count=2069 108 214 97 internal_value=0 4.1286e-05 -0.000393245 internal_weight=0 124.094 3.65813 internal_count=2488 2283 205 is_linear=0 shrinkage=0.000400217 Tree=4319 num_leaves=4 num_cat=0 split_feature=160 472 52 split_gain=3.8485 3.20035 0.0840698 threshold=-0.40446999999999994 -1.0000000180025095e-35 0.2800700000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020502046066277763 -0.00041818749720308235 5.0654635583694555e-05 -0.00044560906877281066 leaf_weight=0.57983833982143496 2.2678126393584526 118.35039199852326 2.4345447140076431 leaf_count=54 110 2140 137 internal_value=0 4.146e-05 -0.00040833 internal_weight=0 120.618 3.01438 internal_count=2441 2250 191 is_linear=0 shrinkage=0.000400217 Tree=4320 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=3.42342 4.24673 threshold=0.10386000000000002 -0.23438999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013452843960428805 -0.026066636925569001 -0.0011070909789207824 leaf_weight=8.9566072079469432 2.0177033815416499 104.60354266322975 leaf_count=122 28 2297 internal_value=0 5.33862e-05 internal_weight=0 113.56 internal_count=2447 2419 is_linear=0 shrinkage=0.0204111 Tree=4321 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=3.85656 3.85091 threshold=0.09586500000000002 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0048811534588294571 -0.027895816610805885 -0.0026248588789757796 leaf_weight=48.331610541295959 1.9194994142744679 68.975785407281364 leaf_count=415 22 2005 internal_value=0 0.000469385 internal_weight=0 117.307 internal_count=2442 2420 is_linear=0 shrinkage=0.0204111 Tree=4322 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=5.02639 3.59623 threshold=-1.0000000180025095e-35 -0.51498499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021637006175708379 -0.020495971298141995 0.0023296462583580167 leaf_weight=3.840427827279199 2.8378185348410616 115.36326892540092 leaf_count=241 171 2065 internal_value=0 0.00176276 internal_weight=0 118.201 internal_count=2477 2236 is_linear=0 shrinkage=0.0204111 Tree=4323 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=3.59388 3.87886 threshold=0.16946000000000003 -0.0044549999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00020007201647310671 0.00047341892802734499 9.900547134100672e-06 leaf_weight=16.311710244015558 2.3026929390616706 99.195836842394783 leaf_count=678 18 1761 internal_value=0 -1.99163e-05 internal_weight=0 115.508 internal_count=2457 2439 is_linear=0 shrinkage=0.000400217 Tree=4324 num_leaves=4 num_cat=0 split_feature=483 0 13 split_gain=4.16379 3.45963 0.191487 threshold=0.10297500000000001 -0.074434999999999987 -0.073984999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7673084954827855e-05 -0.00025813653046775009 0.0001111871911619335 -0.00052439465438026641 leaf_weight=73.548834167449968 1.0314269892405721 47.02290139964316 1.937541770908864 leaf_count=1649 60 714 46 internal_value=0 2.65352e-05 -0.000444639 internal_weight=0 120.572 2.96897 internal_count=2469 2363 106 is_linear=0 shrinkage=0.000400217 Tree=4325 num_leaves=3 num_cat=0 split_feature=376 47 split_gain=4.97299 5.24361 threshold=0.088470000000000007 0.13148500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.5568510699460348e-06 0.00040329419627680097 -0.00045923181014193655 leaf_weight=111.74303527334996 4.7069753324612966 3.9339933505689251 leaf_count=2343 51 43 internal_value=0 -1.16447e-05 internal_weight=0 115.677 internal_count=2437 2386 is_linear=0 shrinkage=0.000400217 Tree=4326 num_leaves=4 num_cat=0 split_feature=2 14 1 split_gain=4.97625 5.34303 1.16683 threshold=0.14062000000000005 0.076175000000000007 0.12220000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8898117973598607e-05 0.0027343850652998777 -0.029880148450586189 0.02044803203642476 leaf_weight=106.78712260625616 2.1341536056133901 2.4305370858346569 5.9362637182930484 leaf_count=2238 44 77 104 internal_value=0 -0.000637286 0.0158653 internal_weight=0 109.218 8.07042 internal_count=2463 2315 148 is_linear=0 shrinkage=0.0204111 Tree=4327 num_leaves=4 num_cat=0 split_feature=4 482 14 split_gain=3.61171 4.12198 0.512224 threshold=0.50657000000000008 0.090355000000000005 -0.46825999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1841963265471807e-06 0.00011503927113347054 -0.00044429392674291419 0.00040103047028467912 leaf_weight=114.21847241856449 1.5401805321453137 3.4684344705310641 3.5601341197616412 leaf_count=2258 29 109 111 internal_value=0 -2.14472e-05 0.000318994 internal_weight=0 117.687 5.10031 internal_count=2507 2367 140 is_linear=0 shrinkage=0.000400217 Tree=4328 num_leaves=4 num_cat=0 split_feature=130 156 132 split_gain=4.43557 4.68375 0.625601 threshold=1.0000000180025095e-35 0.091255000000000017 0.088210000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2236836016176959e-05 -0.00046320132956669121 -0.00024636413342011686 -5.5801787202281201e-05 leaf_weight=108.5529727198882 3.1566827848873795 8.3834649879136105 0.78141783305909474 leaf_count=1929 271 205 39 internal_value=0 3.9898e-05 -0.000386141 internal_weight=0 116.936 3.9381 internal_count=2444 2134 310 is_linear=0 shrinkage=0.000400217 Tree=4329 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=4.14475 4.22656 threshold=0.10386000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012679373505564785 -0.027195166697419788 -2.0271674337536944e-05 leaf_weight=12.0932801287272 2.0515681924007358 103.50332057748165 leaf_count=200 31 2257 internal_value=0 0.0013193 internal_weight=0 115.597 internal_count=2488 2457 is_linear=0 shrinkage=0.0204111 Tree=4330 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=5.06381 13.8224 5.79991 threshold=-0.075434999999999988 -0.095764999999999989 -0.032264999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1438846872107126e-05 0.00026490800602644037 -0.00040025027589639823 -1.6487287408900983e-05 leaf_weight=57.07708751258906 19.424439914932009 15.808805253996978 29.339046343869995 leaf_count=570 357 1137 411 internal_value=0 -7.04983e-05 9.59538e-05 internal_weight=0 72.8859 48.7635 internal_count=2475 1707 768 is_linear=0 shrinkage=0.000400217 Tree=4331 num_leaves=3 num_cat=0 split_feature=39 31 split_gain=3.5028 3.62598 threshold=0.16946000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044583578421726649 0.00046463848555636109 -4.2194794295064525e-05 leaf_weight=2.3795421977993092 2.2082741651684037 115.57776406753692 leaf_count=60 18 2343 internal_value=0 -3.19363e-05 internal_weight=0 117.957 internal_count=2421 2403 is_linear=0 shrinkage=0.000400217 Tree=4332 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=4.6266 4.28793 threshold=-1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042564854484445334 -0.0004077801835966965 3.7054074085401423e-05 leaf_weight=3.6814197900675927 3.4688535247696555 113.2968233130523 leaf_count=228 207 2003 internal_value=0 2.3461e-05 internal_weight=0 116.766 internal_count=2438 2210 is_linear=0 shrinkage=0.000400217 Tree=4333 num_leaves=4 num_cat=0 split_feature=4 47 43 split_gain=4.70905 7.33138 6.69241 threshold=-0.35011499999999995 0.086380000000000012 -0.049104999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011382715250894207 7.2839975245212059e-05 -0.00019263434451588995 -0.00041184267526911866 leaf_weight=6.2323045097291496 84.324970637593651 20.647631886065938 9.9911558376625162 leaf_count=37 1982 278 149 internal_value=0 2.04728e-05 -0.000210509 internal_weight=0 104.973 16.2235 internal_count=2446 2260 186 is_linear=0 shrinkage=0.000400217 Tree=4334 num_leaves=4 num_cat=0 split_feature=480 403 15 split_gain=3.64037 3.68652 0.827313 threshold=0.08598500000000002 -0.092224999999999988 -0.47090499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003370289759354651 4.7053242827961791e-05 4.9815331042242098e-05 -0.00044167992430026957 leaf_weight=3.9757152164238496 0.64605116657912764 114.41141029138817 3.101037277665454 leaf_count=258 7 1981 170 internal_value=0 3.6518e-05 -0.000358495 internal_weight=0 118.387 3.74709 internal_count=2416 2239 177 is_linear=0 shrinkage=0.000400217 Tree=4335 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=4.22475 9.43848 6.0243 threshold=-0.061889999999999994 -0.10191999999999998 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2734939275003343e-05 0.0001982461359796867 -0.00022674209974051421 -0.0001762015344710754 leaf_weight=56.052970256889239 30.616960509738419 29.427342459151987 8.7735290153650549 leaf_count=474 362 1569 96 internal_value=0 -4.36482e-05 0.000114582 internal_weight=0 85.4803 39.3905 internal_count=2501 2043 458 is_linear=0 shrinkage=0.000400217 Tree=4336 num_leaves=3 num_cat=0 split_feature=160 2 split_gain=4.49161 3.51028 threshold=-0.40446999999999994 0.153865 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044490068472136633 5.9768941550338707e-06 0.00038611062251999676 leaf_weight=3.3277640222804612 112.39867288761889 3.9187237820588043 leaf_count=192 2181 75 internal_value=0 1.91426e-05 internal_weight=0 116.317 internal_count=2448 2256 is_linear=0 shrinkage=0.000400217 Tree=4337 num_leaves=4 num_cat=0 split_feature=15 43 4 split_gain=4.44101 6.79213 4.51883 threshold=0.077615000000000003 0.095890000000000017 -0.49121999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030775434635553982 -0.0003624309668852669 0.00039231642249722555 3.2458056470611831e-05 leaf_weight=6.5551423244178286 10.984307569131486 2.2104691571730646 100.70329821266932 leaf_count=120 804 87 1439 internal_value=0 -0.000233754 1.13666e-05 internal_weight=0 13.1948 107.258 internal_count=2450 891 1559 is_linear=0 shrinkage=0.000400217 Tree=4338 num_leaves=4 num_cat=0 split_feature=43 11 457 split_gain=4.42473 5.52369 5.32695 threshold=-0.074459999999999985 0.087830000000000005 -0.22896499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0072450933737257996 0.026319703469566504 -0.023107569860567615 -0.0036150561042512354 leaf_weight=41.909083442558767 2.4504968619439742 2.5478328072931609 74.59073038691713 leaf_count=968 14 25 1469 internal_value=0 0.0054519 -0.00262609 internal_weight=0 44.4569 77.0412 internal_count=2476 993 1483 is_linear=0 shrinkage=0.0204111 Tree=4339 num_leaves=4 num_cat=0 split_feature=2 0 47 split_gain=3.78234 5.53154 4.18731 threshold=0.097940000000000013 -0.23211999999999997 0.11893500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024766607350507036 0.005576353415017667 -0.0050195501188440147 -0.012628442349835657 leaf_weight=2.5956652379827565 45.840779417412705 64.863534005286056 5.838001267053186 leaf_count=18 716 1693 51 internal_value=0 -0.00383431 0.00349695 internal_weight=0 67.4592 51.6788 internal_count=2478 1711 767 is_linear=0 shrinkage=0.0204111 Tree=4340 num_leaves=4 num_cat=0 split_feature=4 3 14 split_gain=4.13815 3.76533 0.303667 threshold=0.50657000000000008 -0.59414999999999984 -0.46596499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017028742930868745 0.00018126835892149387 -3.9965939190177026e-06 0.00040724021479715907 leaf_weight=0.097365163266657784 1.6260124577675013 119.01808954743319 3.856951364898122 leaf_count=1 26 2343 106 internal_value=0 -6.98314e-06 0.000345195 internal_weight=0 119.115 5.48296 internal_count=2476 2344 132 is_linear=0 shrinkage=0.000400217 Tree=4341 num_leaves=4 num_cat=0 split_feature=13 13 456 split_gain=3.8911 7.06985 4.82306 threshold=-0.084024999999999975 -0.084934999999999997 0.087015000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.5901818733059218e-05 -2.9217201178758766e-05 0.00085935020909064556 -0.00049799818757910853 leaf_weight=32.078201479831478 83.477269533541403 1.7956508711213235 3.5590954701183355 leaf_count=659 1706 59 61 internal_value=0 0.000110655 -4.90018e-05 internal_weight=0 33.8739 87.0364 internal_count=2485 718 1767 is_linear=0 shrinkage=0.000400217 Tree=4342 num_leaves=3 num_cat=0 split_feature=1374 1429 split_gain=5.10304 3.7712 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023530688363117246 -0.023384042673873798 0.0011685001198816476 leaf_weight=3.656007351120933 2.5556218086130675 113.39202887193824 leaf_count=39 123 2267 internal_value=0 0.000605296 internal_weight=0 115.948 internal_count=2429 2390 is_linear=0 shrinkage=0.0204111 Tree=4343 num_leaves=4 num_cat=0 split_feature=132 12 42 split_gain=2.87199 5.04798 4.95225 threshold=0.081240000000000021 0.085775000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01398712865148458 0.017774291988202389 -0.0082255982264099574 -0.00042598059344619622 leaf_weight=12.633922024935599 8.176205931522416 4.8959132618620052 93.696579408642719 leaf_count=557 100 162 1657 internal_value=0 0.00804937 -0.0020503 internal_weight=0 13.0721 106.331 internal_count=2476 262 2214 is_linear=0 shrinkage=0.0204111 Tree=4344 num_leaves=3 num_cat=0 split_feature=44 1 split_gain=3.73203 4.6231 threshold=1.0000000180025095e-35 0.094405000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016026518249204766 -0.018127359698000757 0.0065299191456014956 leaf_weight=64.566123260476161 3.8310276679694644 52.883512160391547 leaf_count=1732 49 699 internal_value=0 0.0020619 internal_weight=0 117.45 internal_count=2480 2431 is_linear=0 shrinkage=0.0204111 Tree=4345 num_leaves=4 num_cat=0 split_feature=1 3 1 split_gain=6.80137 5.9675 4.31362 threshold=0.077765000000000015 0.11439500000000001 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025751457171656247 0.00040267880425332573 0.00023192277929542072 9.2118286928593581e-06 leaf_weight=27.001322561976853 4.6017362470738581 4.5888734757900229 83.998457203008002 leaf_count=1263 30 16 1147 internal_value=0 -0.00018585 3.01302e-05 internal_weight=0 31.5902 88.6002 internal_count=2456 1279 1177 is_linear=0 shrinkage=0.000400217 Tree=4346 num_leaves=3 num_cat=0 split_feature=39 43 split_gain=3.44808 4.82722 threshold=0.16946000000000003 0.25619500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.3994376757419769e-06 0.00046772756205227996 -0.00048766306274794139 leaf_weight=116.57021869998425 2.4231867417693129 3.1037306169746435 leaf_count=2280 21 142 internal_value=0 -3.93561e-06 internal_weight=0 119.674 internal_count=2443 2422 is_linear=0 shrinkage=0.000400217 Tree=4347 num_leaves=4 num_cat=0 split_feature=124 123 0 split_gain=3.56507 4.49881 4.0146 threshold=-0.043384999999999993 1.0000000180025095e-35 -0.10161999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020453450293881815 7.2577977993476561e-05 0.00035189655910825739 -7.9793470181511685e-05 leaf_weight=3.0069303782074703 50.821545349957887 9.3230241843848471 60.59959140898718 leaf_count=49 411 159 1843 internal_value=0 0.000215579 -1.02905e-05 internal_weight=0 12.33 111.421 internal_count=2462 208 2254 is_linear=0 shrinkage=0.000400217 Tree=4348 num_leaves=4 num_cat=0 split_feature=13 43 13 split_gain=5.19908 4.2339 2.94402 threshold=-0.16901999999999998 -0.063379999999999978 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0989727318634158e-05 5.8103021477881142e-05 -9.9573926232689685e-05 0.00033538589466742288 leaf_weight=3.4049371245782813 47.917975580014172 63.040832699494786 10.253850743290966 leaf_count=32 1140 1205 114 internal_value=0 -3.14906e-05 0.000229221 internal_weight=0 110.959 13.6588 internal_count=2491 2345 146 is_linear=0 shrinkage=0.000400217 Tree=4349 num_leaves=4 num_cat=0 split_feature=4 484 12 split_gain=3.95364 3.94914 2.92953 threshold=-0.49367499999999992 0.085225000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0073262993231688577 -0.0018758222879510654 0.0095779247390017624 -0.025046696288671323 leaf_weight=1.4914745241403577 92.754531978745945 14.387437121244146 4.5837957025505593 leaf_count=12 2055 269 114 internal_value=0 -0.000329376 -0.0171104 internal_weight=0 107.142 6.07527 internal_count=2450 2324 126 is_linear=0 shrinkage=0.0204111 Tree=4350 num_leaves=3 num_cat=0 split_feature=3 2 split_gain=3.76525 4.58664 threshold=-0.59414999999999984 -0.14169499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.089021165353241408 0.015088371687918671 -0.0025326465270777633 leaf_weight=0.093405984342097237 6.411564302747137 108.82990664186946 leaf_count=1 73 2393 internal_value=0 -0.00153859 internal_weight=0 115.241 internal_count=2467 2466 is_linear=0 shrinkage=0.0204111 Tree=4351 num_leaves=4 num_cat=0 split_feature=484 4 151 split_gain=4.2779 4.49436 2.42117 threshold=-1.0000000180025095e-35 0.27626000000000001 0.015440000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019160150741338592 -0.0017669467855397037 0.0091823632239502288 0.0091832401851352167 leaf_weight=7.4747197635733738 92.752856109058484 18.663787481898908 1.4346403828822074 leaf_count=392 1814 257 12 internal_value=0 7.45871e-05 -0.0145388 internal_weight=0 111.417 8.90936 internal_count=2475 2071 404 is_linear=0 shrinkage=0.0204111 Tree=4352 num_leaves=4 num_cat=0 split_feature=3 0 4 split_gain=6.19091 4.47133 0.382095 threshold=0.18307500000000002 -0.12948499999999999 -0.064209999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.570646759394869e-05 0.00022967412801594127 -6.8678798512946854e-05 0.00046896823557814938 leaf_weight=41.506169461732497 1.9030574224889276 72.867903281992767 4.2312574587413101 leaf_count=303 17 2033 101 internal_value=0 -8.98839e-06 0.000400179 internal_weight=0 114.374 6.13431 internal_count=2454 2336 118 is_linear=0 shrinkage=0.000400217 Tree=4353 num_leaves=4 num_cat=0 split_feature=1 160 4 split_gain=4.01116 6.31891 4.46051 threshold=0.090515000000000012 0.090735000000000024 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.202953607244193e-05 -0.00027386518094042121 -0.0004933330623791473 8.9489570008955031e-05 leaf_weight=47.064009263573098 5.8241517948918036 5.4479520207678425 61.477298332261853 leaf_count=1442 107 167 756 internal_value=0 -8.98009e-05 5.76428e-05 internal_weight=0 52.512 67.3015 internal_count=2472 1609 863 is_linear=0 shrinkage=0.000400217 Tree=4354 num_leaves=4 num_cat=0 split_feature=42 0 0 split_gain=4.12529 4.77616 1.74378 threshold=-0.108275 -0.061889999999999994 -0.10448999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.8172876921923133e-05 -3.221040908802238e-05 0.00013990293988500147 -0.00049814062519889916 leaf_weight=1.0162290407461112 79.283161576153361 38.167650954739656 3.4156767182139438 leaf_count=21 1904 444 120 internal_value=0 2.38007e-05 -0.00036484 internal_weight=0 117.451 4.43191 internal_count=2489 2348 141 is_linear=0 shrinkage=0.000400217 Tree=4355 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=3.77096 6.36788 4.03775 threshold=-0.10115999999999999 -0.077774999999999983 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025908763654747843 -0.013542664788798172 0.00092473428195297429 0.019501114689019477 leaf_weight=26.153332686575595 15.271678044096914 71.919238866539672 7.4951088086236259 leaf_count=307 1086 1022 35 internal_value=0 -0.00162338 0.00640977 internal_weight=0 87.1909 33.6484 internal_count=2450 2108 342 is_linear=0 shrinkage=0.0204111 Tree=4356 num_leaves=4 num_cat=0 split_feature=43 3 43 split_gain=4.0469 8.65097 5.84112 threshold=-0.063549999999999982 -0.077724999999999975 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2652863063060426e-05 -0.00037635328672080645 0.00028261183244251769 -2.2095586895164186e-05 leaf_weight=23.780941737219109 8.2879137214040366 20.225215196376666 66.435489145194879 leaf_count=736 487 360 878 internal_value=0 9.09295e-05 -6.18922e-05 internal_weight=0 44.0062 74.7234 internal_count=2461 1096 1365 is_linear=0 shrinkage=0.000400217 Tree=4357 num_leaves=4 num_cat=0 split_feature=376 133 12 split_gain=4.37116 5.31198 1.16051 threshold=0.048375000000000008 1.0000000180025095e-35 -0.043589999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020010182744940115 0.017250840849578477 -0.013097657505170944 0.0011483356650968505 leaf_weight=95.628637749323389 6.8056226102053188 14.286997433009672 2.5756838435772789 leaf_count=1503 115 809 19 internal_value=0 -0.00153993 0.0128955 internal_weight=0 109.916 9.38131 internal_count=2446 2312 134 is_linear=0 shrinkage=0.0204111 Tree=4358 num_leaves=4 num_cat=0 split_feature=43 403 12 split_gain=5.31181 3.52388 0.110507 threshold=0.25619500000000001 -0.083174999999999985 -0.063054999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013115401698604269 -0.013537434861969507 0.0022507657128308409 -0.028595572852291747 leaf_weight=6.4746031044342081 0.56842547003179822 111.1738023860089 2.2936696568358448 leaf_count=411 17 1926 122 internal_value=0 0.00139345 -0.0262272 internal_weight=0 117.648 2.8621 internal_count=2476 2337 139 is_linear=0 shrinkage=0.0204111 Tree=4359 num_leaves=4 num_cat=0 split_feature=402 43 1 split_gain=3.40056 3.55935 2.3879 threshold=0.088090000000000016 -0.51412499999999983 0.11224000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036618177050320083 -0.00042968711186793689 1.8703065685320759e-05 0.00022379878483527526 leaf_weight=4.8200026291888198 4.1289629053790113 111.26331656027469 1.0594617557944728 leaf_count=30 218 2151 33 internal_value=0 3.347e-05 -0.000294338 internal_weight=0 116.083 5.18842 internal_count=2432 2181 251 is_linear=0 shrinkage=0.000400217 Tree=4360 num_leaves=3 num_cat=0 split_feature=453 1456 split_gain=3.69086 3.72231 threshold=0.10071000000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5184377016661501e-05 -0.00053117148076588499 -0.00039483242438139994 leaf_weight=116.14282973889203 1.9989461349323381 3.5461400145431972 leaf_count=2209 15 220 internal_value=0 2.67875e-06 internal_weight=0 119.689 internal_count=2444 2429 is_linear=0 shrinkage=0.000400217 Tree=4361 num_leaves=4 num_cat=0 split_feature=16 0 1 split_gain=4.35804 5.91621 3.50568 threshold=0.26746000000000009 0.17126500000000003 0.10384000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.0929689283360066e-05 -0.00037075499362568037 0.00037085158914217136 0.00011651698391909432 leaf_weight=71.294608393858653 9.327684020609011 2.0127104977145782 40.358953930670395 leaf_count=1747 288 6 461 internal_value=0 -0.000236795 2.24306e-05 internal_weight=0 11.3404 111.654 internal_count=2502 294 2208 is_linear=0 shrinkage=0.000400217 Tree=4362 num_leaves=4 num_cat=0 split_feature=124 39 123 split_gain=3.73325 3.88292 3.11352 threshold=-0.043384999999999993 0.15619500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0075320916632348103 -0.0019210145263095818 0.024101496855687979 0.016513358317533346 leaf_weight=2.8985952646471551 104.29541063214128 2.3331436344888052 9.0382618017611076 leaf_count=48 2243 19 166 internal_value=0 -0.00132693 0.0106587 internal_weight=0 106.629 11.9369 internal_count=2476 2262 214 is_linear=0 shrinkage=0.0204111 Tree=4363 num_leaves=4 num_cat=0 split_feature=2 44 16 split_gain=4.4327 4.12778 0.15121 threshold=0.14753000000000002 1.0000000180025095e-35 -0.069089999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026886419149479632 0.020570723293247526 -0.02321190971377788 0.012509392058969591 leaf_weight=111.28375444305129 3.1722858725697733 3.2539267446845761 2.5623846073867744 leaf_count=2331 66 43 42 internal_value=0 -0.000942691 0.0172773 internal_weight=0 114.538 5.73467 internal_count=2482 2374 108 is_linear=0 shrinkage=0.0204111 Tree=4364 num_leaves=4 num_cat=0 split_feature=128 1429 52 split_gain=4.34429 4.44437 0.243782 threshold=0.085185000000000025 -1.0000000180025095e-35 -0.14721499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052713374541415233 -0.00017556072141210248 1.9467317239987059e-05 -0.00049546223372090559 leaf_weight=2.3216788860154329 0.63026020160759832 113.6648794416833 2.7714058776909942 leaf_count=122 34 2184 147 internal_value=0 8.02829e-06 -0.000443674 internal_weight=0 115.987 3.40167 internal_count=2487 2306 181 is_linear=0 shrinkage=0.000400217 Tree=4365 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.80619 9.90166 7.88309 threshold=-0.10674499999999999 -0.075434999999999988 -0.095804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012115582892237241 -0.0002634996441849969 5.2708836872625774e-05 0.00020902709175265214 leaf_weight=17.872857150330674 23.557673042494571 48.001079292254872 32.487963109335396 leaf_count=181 1268 780 236 internal_value=0 -5.16384e-05 9.18377e-05 internal_weight=0 71.5588 50.3608 internal_count=2465 2048 417 is_linear=0 shrinkage=0.000400217 Tree=4366 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=5.25586 11.9257 5.4795 threshold=-0.061889999999999994 0.077765000000000015 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036223525899622131 0.00050506331475787898 1.9030944862520323e-05 6.3766169419485316e-05 leaf_weight=16.203141737641999 5.0742414962733156 67.489308932417771 34.788670067850035 leaf_count=1114 49 866 423 internal_value=0 -5.51688e-05 0.000121197 internal_weight=0 83.6925 39.8629 internal_count=2452 1980 472 is_linear=0 shrinkage=0.000400217 Tree=4367 num_leaves=4 num_cat=0 split_feature=3 123 16 split_gain=3.45285 3.37273 0.36725 threshold=0.26577500000000004 1.0000000180025095e-35 -0.11050999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0383080458164114e-05 0.00014715360274334424 0.00018157961046678128 0.00040255021298425745 leaf_weight=101.92654685994785 1.4814847476663997 12.174129577062557 3.2626760652055955 leaf_count=2163 51 195 61 internal_value=0 -1.65457e-05 0.000328028 internal_weight=0 114.101 4.74416 internal_count=2470 2358 112 is_linear=0 shrinkage=0.000400217 Tree=4368 num_leaves=3 num_cat=0 split_feature=9 3 split_gain=4.21802 4.21138 threshold=-1.0000000180025095e-35 -0.12077499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045363527675555774 0.00014500298575236667 -2.8759538897543682e-05 leaf_weight=3.4654448902583672 29.239521790412255 93.437215853802627 leaf_count=76 263 2105 internal_value=0 1.27505e-05 internal_weight=0 122.677 internal_count=2444 2368 is_linear=0 shrinkage=0.000400217 Tree=4369 num_leaves=4 num_cat=0 split_feature=160 160 44 split_gain=3.45652 4.05829 3.5485 threshold=0.11224000000000002 0.51291000000000009 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087763865613319099 -0.028442480275268262 0.0095095123420153096 -0.020279756151424331 leaf_weight=108.08421685156645 3.5953796246030825 1.6507662140065802 3.2946076700463882 leaf_count=2263 87 39 46 internal_value=0 -0.0165512 0.000232061 internal_weight=0 5.24615 111.379 internal_count=2435 126 2309 is_linear=0 shrinkage=0.0204111 Tree=4370 num_leaves=4 num_cat=0 split_feature=483 1429 13 split_gain=4.04442 3.71798 0.305504 threshold=0.10297500000000001 -1.0000000180025095e-35 -0.073984999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023716943699080423 -0.011475944018984578 0.0018792420259068771 -0.026747944193051178 leaf_weight=2.3009164089598917 1.1000843488145622 117.91373961653153 1.9846224740613241 leaf_count=126 60 2244 42 internal_value=0 0.00136772 -0.0218943 internal_weight=0 120.215 3.08471 internal_count=2472 2370 102 is_linear=0 shrinkage=0.0204111 Tree=4371 num_leaves=4 num_cat=0 split_feature=123 13 376 split_gain=5.23273 4.39402 0.250498 threshold=0.088205000000000019 -0.54515499999999995 0.049360000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.038052634000765001 0.013714701624182167 -0.00011226496274334145 0.02340960690415515 leaf_weight=1.1744424607604731 2.9021925186971194 111.4376896253234 3.0037018410512246 leaf_count=7 65 2374 46 internal_value=0 -0.000545353 0.0189893 internal_weight=0 112.612 5.90589 internal_count=2492 2381 111 is_linear=0 shrinkage=0.0204111 Tree=4372 num_leaves=4 num_cat=0 split_feature=13 3 13 split_gain=4.01376 4.82294 1.71863 threshold=-0.24588999999999997 0.10812000000000001 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.8580896977651892e-07 1.5438418580792349e-05 -0.00025047254254346568 0.00035077383325376928 leaf_weight=3.2388725141063333 98.875748263671994 12.169092373456804 7.2469193872529996 leaf_count=33 2253 91 97 internal_value=0 -1.3925e-05 0.000243851 internal_weight=0 111.045 10.4858 internal_count=2474 2344 130 is_linear=0 shrinkage=0.000400217 Tree=4373 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=4.32868 4.92613 0.715034 threshold=0.17439000000000002 0.14198000000000002 -0.14803999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5659874757929644e-06 -5.0849761948231764e-05 0.00050436171635779214 -0.00052426468289489393 leaf_weight=113.06051416796981 0.6507311541354287 3.0061241048388174 2.804184595894184 leaf_count=2326 23 16 143 internal_value=0 8.11448e-06 -0.000439493 internal_weight=0 116.067 3.45492 internal_count=2508 2342 166 is_linear=0 shrinkage=0.000400217 Tree=4374 num_leaves=4 num_cat=0 split_feature=42 43 52 split_gain=4.03519 5.51598 1.04039 threshold=-0.108275 -0.21368999999999996 0.0029250000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017596438081881276 0.00033937323134956615 2.3015046553435547e-05 -0.00058535426078761899 leaf_weight=2.6656815849710247 9.4576164444442821 114.20994246998453 1.6300683809677137 leaf_count=88 95 2254 62 internal_value=0 4.7494e-05 -0.000342235 internal_weight=0 123.668 4.29575 internal_count=2499 2349 150 is_linear=0 shrinkage=0.000400217 Tree=4375 num_leaves=4 num_cat=0 split_feature=484 4 123 split_gain=5.20114 3.82064 2.74296 threshold=-0.0068949999999999992 -0.49367499999999992 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038911952716440019 -0.00028858226562713624 2.8759402042392922e-05 0.00036860454270095614 leaf_weight=7.5061500059091468 6.3209611410275093 109.69954607875843 0.76240853592753399 leaf_count=401 103 1975 9 internal_value=0 1.12086e-05 -0.000315262 internal_weight=0 116.021 8.26856 internal_count=2488 2078 410 is_linear=0 shrinkage=0.000400217 Tree=4376 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=5.76115 6.28357 3.50641 threshold=0.094405000000000003 -0.097754999999999995 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050513914885781655 0.0088016930865410566 -0.0088532016077008217 -0.0016747714035793362 leaf_weight=20.274823382729664 35.189601139049046 40.295872305650846 21.31454578199191 leaf_count=215 518 1504 215 internal_value=0 -0.00419819 0.00485426 internal_weight=0 60.5707 56.5041 internal_count=2452 1719 733 is_linear=0 shrinkage=0.0204111 Tree=4377 num_leaves=4 num_cat=0 split_feature=14 151 16 split_gain=4.20092 3.4552 0.30567 threshold=0.062655000000000016 -0.51118499999999989 -0.074874999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024808654650181339 -0.013786043995479383 0.0028394376214580558 -0.028703847111862212 leaf_weight=1.8025815040746227 1.560387831530534 117.77009196234576 1.423700623505282 leaf_count=39 47 2360 39 internal_value=0 0.00239982 -0.021684 internal_weight=0 119.573 2.98409 internal_count=2485 2399 86 is_linear=0 shrinkage=0.0204111 Tree=4378 num_leaves=4 num_cat=0 split_feature=43 43 52 split_gain=3.38373 3.7151 0.570925 threshold=0.25619500000000001 0.14198000000000002 -0.087044999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8466346318627835e-06 -6.7561550008225541e-05 0.0003469788446033771 -0.00051477153404379597 leaf_weight=114.34340318983595 0.61993366258684579 5.1438045719987704 2.1471338170231311 leaf_count=2281 27 49 114 internal_value=0 1.79722e-05 -0.000421103 internal_weight=0 119.487 2.76707 internal_count=2471 2330 141 is_linear=0 shrinkage=0.000400217 Tree=4379 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=4.43464 5.582 threshold=1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001275399634725329 -0.0004307008681847917 -5.1116407701118989e-05 leaf_weight=47.977715391025413 3.4375956249423316 66.993124300628551 leaf_count=410 47 1980 internal_value=0 2.3489e-05 internal_weight=0 114.971 internal_count=2437 2390 is_linear=0 shrinkage=0.000400217 Tree=4380 num_leaves=4 num_cat=0 split_feature=15 0 483 split_gain=3.72355 4.79675 3.17859 threshold=0.084050000000000014 -0.00041499999999999995 0.10297500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002515467128101012 -0.015470686964921498 0.023397634089929818 -0.017759368951938651 leaf_weight=105.42491982973297 9.8402419792691926 1.4240947648650024 3.2119609293440581 leaf_count=1554 795 19 82 internal_value=0 -0.0103748 0.00189835 internal_weight=0 11.2643 108.637 internal_count=2450 814 1636 is_linear=0 shrinkage=0.0204111 Tree=4381 num_leaves=4 num_cat=0 split_feature=156 133 159 split_gain=3.27335 3.55773 3.15215 threshold=0.090100000000000013 -0.39935999999999994 0.11792500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005171345124346759 -0.00033681120703714406 1.8485954523036658e-05 0.00027097488422082254 leaf_weight=1.9109462986089045 7.9187029153399617 109.80779150426679 1.5591934710973872 leaf_count=129 208 2136 30 internal_value=0 8.81558e-06 -0.000234829 internal_weight=0 111.719 9.4779 internal_count=2503 2265 238 is_linear=0 shrinkage=0.000400217 Tree=4382 num_leaves=4 num_cat=0 split_feature=52 4 15 split_gain=4.15713 5.05003 4.50432 threshold=-0.047889999999999995 0.0063750000000000013 -0.082879999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8027647929224622e-05 -0.010279112073611013 0.01485131670488838 0.0003639074161827203 leaf_weight=30.245977439393755 25.006551702652359 13.771578293904893 48.637396853271639 leaf_count=584 484 166 1238 internal_value=0 0.00465996 -0.00326016 internal_weight=0 44.0176 73.6439 internal_count=2472 750 1722 is_linear=0 shrinkage=0.0204111 Tree=4383 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=5.07202 5.45169 3.58047 threshold=0.11588000000000001 0.095330000000000012 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0572119740347598e-05 0.0003006098707331237 -0.000437135402407438 -2.0803324592245196e-05 leaf_weight=98.559152437417652 14.114452817302665 4.9331101521383962 9.0814924071892147 leaf_count=1881 190 270 124 internal_value=0 -3.13553e-05 0.000175277 internal_weight=0 103.492 23.1959 internal_count=2465 2151 314 is_linear=0 shrinkage=0.000400217 Tree=4384 num_leaves=4 num_cat=0 split_feature=15 16 157 split_gain=3.56796 8.5313 4.08361 threshold=0.082725000000000007 -0.25747499999999995 -0.083944999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015503203233267619 0.016604973300805913 -0.019472521656215741 0.0029466806218752598 leaf_weight=5.1414172582881283 3.7323779321741304 9.4005259464320243 103.2544647238974 leaf_count=182 48 840 1415 internal_value=0 -0.00916558 0.00205647 internal_weight=0 13.1329 108.396 internal_count=2485 888 1597 is_linear=0 shrinkage=0.0204111 Tree=4385 num_leaves=4 num_cat=0 split_feature=12 43 1 split_gain=5.59192 4.79167 4.41642 threshold=0.084045000000000022 -0.048759999999999991 0.13052500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023453333410271488 -0.00014248899864997244 6.665822225785813e-06 0.0003254896700516654 leaf_weight=20.404922126617748 42.697415006259689 52.900010649987962 3.3885748519096515 leaf_count=322 1629 500 47 internal_value=0 7.03552e-05 -0.000107374 internal_weight=0 73.3049 46.086 internal_count=2498 822 1676 is_linear=0 shrinkage=0.000400217 Tree=4386 num_leaves=4 num_cat=0 split_feature=157 12 1 split_gain=4.73516 5.76411 2.27721 threshold=-0.084489999999999996 0.11610500000000001 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024302642625701764 0.00330235666392717 -0.019967520178569211 0.0023966261320760873 leaf_weight=4.1420974864449809 110.90480455271609 4.5086506851657751 1.9094797042198477 leaf_count=172 2145 122 28 internal_value=0 0.00237484 -0.0159876 internal_weight=0 115.413 6.05158 internal_count=2467 2267 200 is_linear=0 shrinkage=0.0204111 Tree=4387 num_leaves=4 num_cat=0 split_feature=12 1 49 split_gain=4.59963 7.47264 4.31444 threshold=0.084045000000000022 0.13052500000000003 -0.083094999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020064970444102882 -0.00012815183588818892 0.00046773816403224838 0.00011426761513910229 leaf_weight=7.7288230780977747 43.205595934690791 3.5457621922250828 63.087155039655045 leaf_count=97 1593 43 714 internal_value=0 -8.19482e-05 7.96352e-05 internal_weight=0 46.7514 70.816 internal_count=2447 1636 811 is_linear=0 shrinkage=0.000400217 Tree=4388 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.64425 3.54847 threshold=-1.0000000180025095e-35 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044312418446999769 -0.0016304492092644319 -8.2624095867013083e-06 leaf_weight=2.7846377274836405 0.10442101210355659 118.43508405706962 leaf_count=77 1 2419 internal_value=0 -1.12286e-05 internal_weight=0 118.54 internal_count=2497 2420 is_linear=0 shrinkage=0.000400217 Tree=4389 num_leaves=4 num_cat=0 split_feature=474 4 157 split_gain=3.79486 3.41355 0.161014 threshold=-1.0000000180025095e-35 0.51087000000000005 -0.0041249999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00071887379217311657 3.3428058866831457e-07 0.00035773502268224777 -0.00038112435406838452 leaf_weight=0.72156417043879639 114.59199639871076 4.3345682168146586 1.1484341205796214 leaf_count=27 2258 100 66 internal_value=0 1.36849e-05 -0.000544699 internal_weight=0 118.927 1.87 internal_count=2451 2358 93 is_linear=0 shrinkage=0.000400217 Tree=4390 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=4.14411 4.50478 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.9002185454459405e-05 -0.016965408607384536 0.019390686767593493 leaf_weight=107.13829777362116 5.4997919657034791 5.179899397189728 leaf_count=2335 69 50 internal_value=0 0.00100712 internal_weight=0 112.318 internal_count=2454 2385 is_linear=0 shrinkage=0.0204111 Tree=4391 num_leaves=3 num_cat=0 split_feature=3 14 split_gain=4.95478 4.08642 threshold=0.30863500000000005 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.8349079632026252e-06 0.00040529792608185236 -0.00047534040146259211 leaf_weight=115.13421649907832 4.537622799514792 2.9095162123267064 leaf_count=2296 105 80 internal_value=0 -1.58959e-05 internal_weight=0 118.044 internal_count=2481 2376 is_linear=0 shrinkage=0.000400217 Tree=4392 num_leaves=4 num_cat=0 split_feature=43 43 52 split_gain=4.21979 4.78734 0.471609 threshold=0.25619500000000001 0.095890000000000017 -0.031059999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030152502334441361 -0.0078735365511721708 0.015831958097742772 -0.027471712104139377 leaf_weight=106.75262159568956 0.79510551461135071 8.1427681111963448 2.2986697761371024 leaf_count=2237 26 100 113 internal_value=0 0.000856174 -0.0228859 internal_weight=0 114.895 3.09378 internal_count=2476 2337 139 is_linear=0 shrinkage=0.0204111 Tree=4393 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=4.21638 4.63235 0.742788 threshold=0.21983500000000003 -0.084024999999999975 -0.14803999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001447086057954097 -7.0984580826990166e-05 -3.3633604554002035e-05 -0.00052005689308604443 leaf_weight=31.783405392052373 0.79462590080220286 86.751515217736596 2.7194289415347148 leaf_count=674 24 1635 131 internal_value=0 1.42777e-05 -0.000423837 internal_weight=0 118.535 3.51405 internal_count=2464 2309 155 is_linear=0 shrinkage=0.000400217 Tree=4394 num_leaves=4 num_cat=0 split_feature=1 131 42 split_gain=3.65964 4.62134 2.06918 threshold=0.12796000000000002 0.092225000000000015 0.082850000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043048568398671561 0.005687595205844909 -0.018102211049727878 0.024001926063565285 leaf_weight=101.12691270634241 9.0862765516503696 5.822352187766227 3.531991899246349 leaf_count=2038 138 218 69 internal_value=0 -0.000596317 0.01098 internal_weight=0 106.949 12.6183 internal_count=2463 2256 207 is_linear=0 shrinkage=0.0204111 Tree=4395 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=3.37653 4.82983 threshold=0.16946000000000003 -0.094329999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01751492379500881 0.023940639070077208 0.00042007663738131198 leaf_weight=6.5061162292695363 2.2772815614007405 114.10147081738978 leaf_count=212 20 2251 internal_value=0 -0.000562766 internal_weight=0 120.608 internal_count=2483 2463 is_linear=0 shrinkage=0.0204111 Tree=4396 num_leaves=4 num_cat=0 split_feature=1 48 42 split_gain=4.25612 6.23217 3.1236 threshold=0.12258000000000001 0.12879500000000002 0.10017000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7070034683702137e-08 0.00010246690010512047 -0.00059404497822172406 0.00050988077780576716 leaf_weight=100.95077761038556 12.464849039446564 2.797744686016812 3.8999762209132305 leaf_count=2163 183 27 53 internal_value=0 -1.6587e-05 0.000202365 internal_weight=0 103.749 16.3648 internal_count=2426 2190 236 is_linear=0 shrinkage=0.000400217 Tree=4397 num_leaves=4 num_cat=0 split_feature=0 2 16 split_gain=4.6749 6.60107 6.36327 threshold=-0.10674499999999999 0.11370000000000001 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016110038405688003 -0.0054245880932021961 0.010482457615251217 0.017548449544054195 leaf_weight=40.706629571621306 55.066873749427032 13.425908088887807 13.936281117377801 leaf_count=351 1741 258 94 internal_value=0 -0.00229448 0.00570331 internal_weight=0 68.4928 54.6429 internal_count=2444 1999 445 is_linear=0 shrinkage=0.0204111 Tree=4398 num_leaves=3 num_cat=0 split_feature=44 403 split_gain=3.87925 4.23764 threshold=1.0000000180025095e-35 0.090880000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.464709813485916e-05 -0.00035505327143810976 -0.00040327556819458267 leaf_weight=116.52660842578916 3.9645423134788862 3.2183389220299423 leaf_count=2215 49 202 internal_value=0 4.19745e-05 internal_weight=0 119.745 internal_count=2466 2417 is_linear=0 shrinkage=0.000400217 Tree=4399 num_leaves=4 num_cat=0 split_feature=52 160 16 split_gain=4.40307 4.03428 0.663076 threshold=-0.40306999999999998 -0.40446999999999994 0.25123500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.7928756183518077e-06 -0.00041230173201940696 3.7030661580039236e-05 -0.00041764508197066378 leaf_weight=0.66614614921854709 3.1820557245519003 113.06425660270907 4.1956618307740428 leaf_count=39 199 2019 218 internal_value=0 2.4346e-05 -0.000360177 internal_weight=0 116.246 4.86181 internal_count=2475 2218 257 is_linear=0 shrinkage=0.000400217 Tree=4400 num_leaves=4 num_cat=0 split_feature=43 43 0 split_gain=4.6035 4.84158 4.64444 threshold=-0.074459999999999985 -0.00051499999999999994 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036025466640083887 -0.015348584738315064 -0.00059858002606942475 0.013816813248810707 leaf_weight=27.644888435388566 10.637106711714294 67.508092413088889 17.312673370237462 leaf_count=828 609 905 166 internal_value=0 -0.00262543 0.00556368 internal_weight=0 78.1452 44.9576 internal_count=2508 1514 994 is_linear=0 shrinkage=0.0204111 Tree=4401 num_leaves=4 num_cat=0 split_feature=1429 0 15 split_gain=3.96909 4.25384 0.245077 threshold=-1.0000000180025095e-35 -0.062109999999999992 -0.080744999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.037823392256823511 -0.0015674744547573343 0.0067805066830489476 -0.019105450839179 leaf_weight=0.66527874162420664 79.150793847918976 37.335710117884446 1.3757430662080867 leaf_count=32 1941 407 80 internal_value=0 0.00111212 -0.0268564 internal_weight=0 116.487 2.04102 internal_count=2460 2348 112 is_linear=0 shrinkage=0.0204111 Tree=4402 num_leaves=3 num_cat=0 split_feature=4 156 split_gain=3.6725 6.14018 threshold=0.51167000000000018 0.091015000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3288878549783374e-05 0.00040339937713103986 -0.00036265156452653134 leaf_weight=110.63727411534637 3.4273753822781137 7.3135009912657543 leaf_count=2144 103 190 internal_value=0 -1.0343e-05 internal_weight=0 117.951 internal_count=2437 2334 is_linear=0 shrinkage=0.000400217 Tree=4403 num_leaves=4 num_cat=0 split_feature=160 1429 15 split_gain=3.64627 3.4873 0.122525 threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0076290325443768899 -0.023173929839249086 0.0014704913808787469 -0.022603351841487884 leaf_weight=0.40892802167218212 2.3320715593872583 112.88438773043163 2.7266104500595238 leaf_count=14 105 2164 178 internal_value=0 0.000949655 -0.0209808 internal_weight=0 115.216 3.13554 internal_count=2461 2269 192 is_linear=0 shrinkage=0.0204111 Tree=4404 num_leaves=3 num_cat=0 split_feature=13 128 split_gain=3.682 3.56853 threshold=-0.5356749999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023851397424981179 0.0018595542959655167 -0.018091676943878112 leaf_weight=2.385886969510465 112.00544389503193 3.7520994123624396 leaf_count=24 2270 192 internal_value=0 0.00119601 internal_weight=0 115.758 internal_count=2486 2462 is_linear=0 shrinkage=0.0204111 Tree=4405 num_leaves=4 num_cat=0 split_feature=376 160 133 split_gain=5.21298 4.82447 1.14933 threshold=0.048375000000000008 -0.091944999999999985 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016769777048339665 0.0059375081836109947 -0.00075318147134398122 0.021170659441194707 leaf_weight=8.4258743346872489 3.8440069968346489 95.348754775521229 4.6601505297003314 leaf_count=342 38 1975 88 internal_value=0 -0.00207031 0.0144517 internal_weight=0 103.775 8.50416 internal_count=2443 2317 126 is_linear=0 shrinkage=0.0204111 Tree=4406 num_leaves=4 num_cat=0 split_feature=14 43 3 split_gain=4.22657 4.17232 0.802258 threshold=0.062655000000000016 -0.51412499999999983 -0.0069549999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019422472535422109 -0.034186233726204683 -0.00011660494108248959 -0.011142657019148232 leaf_weight=4.6364446049556127 1.4847086474183018 110.63382521168387 1.2991850316175249 leaf_count=23 56 2321 27 internal_value=0 0.000687388 -0.0242789 internal_weight=0 115.27 2.78389 internal_count=2427 2344 83 is_linear=0 shrinkage=0.0204111 Tree=4407 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=4.26219 7.71171 4.61914 threshold=0.077765000000000015 -0.059114999999999994 -0.083894999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016711875207570472 0.010844445617201928 0.0029527578183524404 -0.0005323925728306627 leaf_weight=15.894027243353774 19.333495165570639 17.216577900690027 63.119256333855446 leaf_count=1138 312 133 866 internal_value=0 -0.00651133 0.00214633 internal_weight=0 33.1106 82.4528 internal_count=2449 1271 1178 is_linear=0 shrinkage=0.0204111 Tree=4408 num_leaves=4 num_cat=0 split_feature=14 13 48 split_gain=3.78832 3.3052 0.706577 threshold=0.076175000000000007 -0.10939499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.007824669171221434 -0.03310303078188663 -0.00088838000795479592 -0.011095782463987233 leaf_weight=22.148378358222544 1.3832833176711576 97.854850425981567 1.3077970231242932 leaf_count=214 14 2209 64 internal_value=0 0.000725537 -0.0232785 internal_weight=0 120.003 2.69108 internal_count=2501 2423 78 is_linear=0 shrinkage=0.0204111 Tree=4409 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=3.83806 4.50562 threshold=0.30863500000000005 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0040315785103099281 0.020444054249534816 -0.0042970737978687695 leaf_weight=43.904674862002139 3.4436207014950915 70.148529933110694 leaf_count=985 97 1386 internal_value=0 -0.00109016 internal_weight=0 114.053 internal_count=2468 2371 is_linear=0 shrinkage=0.0204111 Tree=4410 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.66277 3.67604 threshold=-1.0000000180025095e-35 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022578843603408189 -0.08588508635826711 -0.00063666362476121942 leaf_weight=2.7505651085521086 0.099160902202128365 116.17695163498865 leaf_count=73 1 2364 internal_value=0 -0.000791917 internal_weight=0 116.276 internal_count=2438 2365 is_linear=0 shrinkage=0.0204111 Tree=4411 num_leaves=4 num_cat=0 split_feature=52 52 48 split_gain=3.77588 5.27522 5.23564 threshold=-0.047889999999999995 -0.088284999999999988 -0.064549999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024200970461015522 0.011276785645768136 0.011642476087347314 -0.0054858335910685629 leaf_weight=24.304036612025811 8.6975846986751986 20.316023437742842 65.568777339620283 leaf_count=532 74 221 1650 internal_value=0 0.00399587 -0.00350869 internal_weight=0 44.6201 74.2664 internal_count=2477 753 1724 is_linear=0 shrinkage=0.0204111 Tree=4412 num_leaves=3 num_cat=0 split_feature=44 1444 split_gain=3.89604 3.80638 threshold=1.0000000180025095e-35 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.028519194811503949 -0.022400824879732769 -0.00066972819658715711 leaf_weight=1.7805361111531954 3.2751553901471189 112.67312075698283 leaf_count=27 45 2393 internal_value=0 -0.000188212 internal_weight=0 114.454 internal_count=2465 2420 is_linear=0 shrinkage=0.0204111 Tree=4413 num_leaves=3 num_cat=0 split_feature=1375 156 split_gain=6.03664 3.18685 threshold=-0.43429999999999996 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.038084146120975979 0.0013515797620971175 -0.011670466569243603 leaf_weight=1.6106668633874495 107.79580627151881 8.3302370897144993 leaf_count=11 2228 210 internal_value=0 0.000407109 internal_weight=0 116.126 internal_count=2449 2438 is_linear=0 shrinkage=0.0204111 Tree=4414 num_leaves=3 num_cat=0 split_feature=38 401 split_gain=3.4949 3.96543 threshold=0.084835000000000008 0.087110000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8258763078850519e-05 -0.00037150994114404021 -0.00035552348723458027 leaf_weight=117.25361788306327 3.3753262800164512 3.918395993532612 leaf_count=2276 44 206 internal_value=0 3.48853e-05 internal_weight=0 121.172 internal_count=2526 2482 is_linear=0 shrinkage=0.000400217 Tree=4415 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=3.74402 5.26131 4.01988 threshold=-0.047889999999999995 -0.088284999999999988 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6554330159329458e-05 -0.00030432177269153638 0.00023699993441929839 -2.7470521139099606e-05 leaf_weight=25.869946633611107 9.5104273319884651 19.796624131849967 66.405534715231624 leaf_count=547 213 226 1552 internal_value=0 8.23221e-05 -6.25504e-05 internal_weight=0 45.6666 75.916 internal_count=2538 773 1765 is_linear=0 shrinkage=0.000400217 Tree=4416 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=5.6472 4.59814 3.20349 threshold=-0.25061999999999995 -0.19301999999999997 0.11375500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018735860442877839 -0.027477536157269729 -0.0010947866953096963 -0.008941240253343901 leaf_weight=8.9537242179503647 2.7172693171305573 101.6323361316463 2.0851713870652011 leaf_count=189 57 2197 17 internal_value=0 -0.00181051 0.0134706 internal_weight=0 104.35 11.0389 internal_count=2460 2254 206 is_linear=0 shrinkage=0.0204111 Tree=4417 num_leaves=4 num_cat=0 split_feature=13 0 16 split_gain=5.09784 4.48708 1.33992 threshold=-0.24588999999999997 -0.060129999999999996 0.080745000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040310901331712623 -7.5388952473785705e-05 9.7444915738033943e-05 8.8393249615960882e-05 leaf_weight=5.8301510828896408 73.854403397243004 35.550735246797558 3.5320084844715893 leaf_count=110 1901 424 18 internal_value=0 -1.91851e-05 0.000286826 internal_weight=0 109.405 9.36216 internal_count=2453 2325 128 is_linear=0 shrinkage=0.000400217 Tree=4418 num_leaves=4 num_cat=0 split_feature=1 158 453 split_gain=4.23082 5.99107 3.86765 threshold=0.10423500000000001 0.084765000000000021 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018424794725301649 0.0077038048467388195 -0.021483546679033582 -0.015877541763046055 leaf_weight=68.336144821965718 41.279514706169721 5.8717890745465402 3.0123159103095523 leaf_count=1717 526 196 21 internal_value=0 -0.00189941 0.00606403 internal_weight=0 74.2079 44.2918 internal_count=2460 1913 547 is_linear=0 shrinkage=0.0204111 Tree=4419 num_leaves=4 num_cat=0 split_feature=42 13 0 split_gain=5.05087 4.33326 0.590285 threshold=-0.108275 0.10979500000000002 -0.027669999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013856884741683355 -0.00072042715351308955 0.011894015440538775 -0.030554519845602385 leaf_weight=2.2295768507465255 101.5422796675266 12.658878696733153 1.8676811549812544 leaf_count=122 2198 121 17 internal_value=0 0.000688129 -0.0220786 internal_weight=0 114.201 4.09726 internal_count=2458 2319 139 is_linear=0 shrinkage=0.0204111 Tree=4420 num_leaves=3 num_cat=0 split_feature=31 39 split_gain=3.7435 3.48993 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044404000570773532 -3.3732772666468488e-05 0.00047325242362222038 leaf_weight=2.6842886703670947 117.78599877080705 2.1039702375419429 leaf_count=72 2397 15 internal_value=0 -2.44023e-05 internal_weight=0 119.89 internal_count=2484 2412 is_linear=0 shrinkage=0.000400217 Tree=4421 num_leaves=3 num_cat=0 split_feature=1456 151 split_gain=4.90118 4.28935 threshold=-1.0000000180025095e-35 -0.28286499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042398801818608814 -0.00042809172863436087 4.8591209314622271e-05 leaf_weight=3.7224765446881056 2.9952109912701408 113.18367807722825 leaf_count=231 54 2161 internal_value=0 3.59015e-05 internal_weight=0 116.179 internal_count=2446 2215 is_linear=0 shrinkage=0.000400217 Tree=4422 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=3.34193 5.2671 threshold=-0.40186499999999997 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030256008813157941 0.00058113313582941874 0.020012291679430281 leaf_weight=1.2780915647745121 113.40949101257138 6.0141876382403998 leaf_count=8 2329 124 internal_value=0 0.00157752 internal_weight=0 119.424 internal_count=2461 2453 is_linear=0 shrinkage=0.0204111 Tree=4423 num_leaves=4 num_cat=0 split_feature=0 0 457 split_gain=4.58895 7.25022 6.62415 threshold=-0.10191999999999998 -0.075969999999999996 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015262621361375652 -0.014742620231796039 0.00029613052798914223 0.0069606193733069161 leaf_weight=6.2824661140330127 18.570310375784175 46.825934962223982 44.439812835014891 leaf_count=54 1176 798 416 internal_value=0 -0.00399226 0.00418049 internal_weight=0 65.3962 50.7223 internal_count=2444 1974 470 is_linear=0 shrinkage=0.0204111 Tree=4424 num_leaves=4 num_cat=0 split_feature=13 12 133 split_gain=4.07202 5.6532 2.08345 threshold=-0.10939499999999998 -0.041094999999999993 -0.0056849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.005391255163144741 0.0085122248552323664 -0.0049030356505862576 0.011070714761665875 leaf_weight=3.9789325275342007 15.605204031453466 78.237929662995157 15.167602244007865 leaf_count=67 241 1954 167 internal_value=0 -0.00266472 0.00763822 internal_weight=0 93.8431 19.1465 internal_count=2429 2195 234 is_linear=0 shrinkage=0.0204111 Tree=4425 num_leaves=4 num_cat=0 split_feature=1 42 16 split_gain=5.4926 3.1574 0.636824 threshold=0.13662500000000002 -1.0000000180025095e-35 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019933585493719293 0.00045659163806825324 4.6791489842300106e-06 0.00020041135775180382 leaf_weight=13.727419013157485 3.7566195477847941 99.533448018977651 3.1005381692666552 leaf_count=660 89 1651 41 internal_value=0 -2.02203e-05 0.000345838 internal_weight=0 113.261 6.85716 internal_count=2441 2311 130 is_linear=0 shrinkage=0.000400217 Tree=4426 num_leaves=3 num_cat=0 split_feature=148 42 split_gain=3.33862 4.22842 threshold=-0.084449999999999983 0.10146500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019507218784423293 0.0027320436128136665 -0.012017135454081455 leaf_weight=3.0930652818642548 106.52587846963434 8.6530344200436939 leaf_count=53 2127 273 internal_value=0 0.00161339 internal_weight=0 115.179 internal_count=2453 2400 is_linear=0 shrinkage=0.0204111 Tree=4427 num_leaves=3 num_cat=0 split_feature=9 39 split_gain=3.26075 3.33101 threshold=-0.036024999999999995 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044457693925607615 -1.0191403349380024e-05 0.00046372145890494524 leaf_weight=2.5852738732937715 115.65957658551633 2.3133873217739156 leaf_count=64 2378 19 internal_value=0 -4.67335e-07 internal_weight=0 117.973 internal_count=2461 2397 is_linear=0 shrinkage=0.000400217 Tree=4428 num_leaves=3 num_cat=0 split_feature=453 44 split_gain=4.21639 4.30287 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.0732557978402918e-05 -0.00034903862223038357 -0.00039422437165687047 leaf_weight=110.28788587661984 4.8894334414508185 3.655777833890169 leaf_count=2343 61 49 internal_value=0 2.64041e-05 internal_weight=0 113.944 internal_count=2453 2392 is_linear=0 shrinkage=0.000400217 Tree=4429 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=3.68389 3.51541 threshold=-0.53670499999999988 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050134027609263212 0.00010129081417392132 -4.2358386773984601e-05 leaf_weight=2.3738885382190338 42.376259561511688 76.163009661468095 leaf_count=13 955 1487 internal_value=0 9.04147e-06 internal_weight=0 118.539 internal_count=2455 2442 is_linear=0 shrinkage=0.000400217 Tree=4430 num_leaves=4 num_cat=0 split_feature=2 14 49 split_gain=4.00305 4.65211 0.135421 threshold=0.14780500000000005 0.076175000000000007 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039851165508128934 0.01921352771666884 -0.029085537184785345 0.011385918765031214 leaf_weight=107.9129725193925 3.4359633737476534 2.295781466207699 2.2130191976903006 leaf_count=2269 84 75 28 internal_value=0 -0.00102501 0.0164279 internal_weight=0 110.209 5.64898 internal_count=2456 2344 112 is_linear=0 shrinkage=0.0204111 Tree=4431 num_leaves=3 num_cat=0 split_feature=155 39 split_gain=3.40665 3.20662 threshold=0.088610000000000008 0.16946000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.9679770207489804e-06 -0.00043181535219433088 0.00046863432172513541 leaf_weight=109.9303628961643 2.8099514421483027 2.2367077749222508 leaf_count=2276 153 19 internal_value=0 5.91406e-06 internal_weight=0 112.167 internal_count=2448 2295 is_linear=0 shrinkage=0.000400217 Tree=4432 num_leaves=4 num_cat=0 split_feature=15 0 41 split_gain=3.76344 4.77132 3.78221 threshold=0.084050000000000014 -0.00041499999999999995 0.083035000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023584342494420599 -0.015919870899798086 0.023811145979962048 -0.016836202069706183 leaf_weight=100.46190189766639 9.73028983719996 1.3430355363525439 4.3555602878332129 leaf_count=1585 830 18 76 internal_value=0 -0.0109109 0.00154371 internal_weight=0 11.0733 104.817 internal_count=2509 848 1661 is_linear=0 shrinkage=0.0204111 Tree=4433 num_leaves=4 num_cat=0 split_feature=52 151 151 split_gain=3.63135 3.42524 3.00835 threshold=0.18635500000000002 -0.28286499999999998 -0.084084999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040231781650319011 0.00032591647826240373 3.1884122452620541e-05 -0.00036578276135208803 leaf_weight=2.8769094713497898 1.0975394127890465 110.57273146619264 6.5255058336624634 leaf_count=53 7 2126 257 internal_value=0 2.04876e-05 -0.000262918 internal_weight=0 113.45 7.62305 internal_count=2443 2179 264 is_linear=0 shrinkage=0.000400217 Tree=4434 num_leaves=4 num_cat=0 split_feature=124 456 42 split_gain=3.38175 4.91596 1.70193 threshold=-0.043384999999999993 0.085215000000000013 -0.025789999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.300774353556594e-05 -7.1626157037315931e-06 -0.00041995273775962197 0.00029351281117430465 leaf_weight=3.9575174724159288 100.66045657379436 4.7316742099355897 8.4896467415965144 leaf_count=40 2111 148 168 internal_value=0 -2.61212e-05 0.000193569 internal_weight=0 105.392 12.4472 internal_count=2467 2259 208 is_linear=0 shrinkage=0.000400217 Tree=4435 num_leaves=4 num_cat=0 split_feature=147 1373 4 split_gain=4.39184 4.86233 0.812608 threshold=0.089025000000000007 -1.0000000180025095e-35 0.24894000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062298395440843208 0.00013752558756747904 5.3973104240343231e-06 0.00039678671231326175 leaf_weight=1.8968412266112853 3.4336128426948545 108.67572804041265 4.9073935328051448 leaf_count=19 49 2354 47 internal_value=0 -6.00169e-06 0.000293296 internal_weight=0 110.573 8.34101 internal_count=2469 2373 96 is_linear=0 shrinkage=0.000400217 Tree=4436 num_leaves=4 num_cat=0 split_feature=0 15 1 split_gain=5.30248 7.19153 5.05747 threshold=-0.10674499999999999 -0.11689999999999999 0.11831500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015208674383683382 -0.00012195828874940419 0.00018839054263244433 0.00015674839201566804 leaf_weight=13.183684525254646 53.074613691787818 39.378539570374414 12.870436708617488 leaf_count=156 1829 286 198 internal_value=0 0.00010285 -6.73899e-05 internal_weight=0 52.5622 65.9451 internal_count=2469 442 2027 is_linear=0 shrinkage=0.000400217 Tree=4437 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=3.90895 4.83991 2.52492 threshold=-0.4214949999999999 -0.060644999999999991 -0.15145999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011413016406273912 -3.0177170862629444e-05 0.00016467946849333233 -0.00034496228825463932 leaf_weight=2.4502966180443755 84.136595315518207 26.837616999284364 8.022188095841555 leaf_count=12 2019 307 134 internal_value=0 1.70648e-05 -0.000237475 internal_weight=0 110.974 10.4725 internal_count=2472 2326 146 is_linear=0 shrinkage=0.000400217 Tree=4438 num_leaves=4 num_cat=0 split_feature=123 483 124 split_gain=3.73365 4.44963 2.46715 threshold=1.0000000180025095e-35 0.096190000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6765918336339579e-06 0.00029452594609361113 -0.00045547165927548527 -0.00013702184180903876 leaf_weight=104.61097097235324 10.492726740310898 3.4674423749529515 2.5815164712257674 leaf_count=2129 176 144 47 internal_value=0 -1.66918e-05 0.000208877 internal_weight=0 108.078 13.0742 internal_count=2496 2273 223 is_linear=0 shrinkage=0.000400217 Tree=4439 num_leaves=4 num_cat=0 split_feature=156 42 15 split_gain=3.39669 3.23915 2.85694 threshold=0.091255000000000017 -0.40186499999999997 -0.084184999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.029918707435816899 0.0056323465657137743 0.0015336406983455593 -0.020786060016083019 leaf_weight=1.2694161571562279 2.4092924688593484 110.09634072351037 5.4087249643343958 leaf_count=8 57 2227 149 internal_value=0 0.00114544 -0.0126801 internal_weight=0 111.366 7.81802 internal_count=2441 2235 206 is_linear=0 shrinkage=0.0204111 Tree=4440 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=4.65716 7.47146 6.20182 threshold=-0.10674499999999999 -0.075969999999999996 -0.095804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0054737038583147386 -0.013979136427514994 0.00074541992312536617 0.0096351050383999201 leaf_weight=17.363657798967324 20.957493130146759 45.028450786325266 32.087495042418595 leaf_count=189 1245 782 252 internal_value=0 -0.00394694 0.00432961 internal_weight=0 65.9859 49.4512 internal_count=2468 2027 441 is_linear=0 shrinkage=0.0204111 Tree=4441 num_leaves=4 num_cat=0 split_feature=484 150 160 split_gain=3.83475 5.59459 3.68862 threshold=-0.0068949999999999992 0.094605000000000009 -0.40446999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038969048424283853 -0.00040941760160950318 0.00032226729884436472 4.667978821341235e-05 leaf_weight=7.4869585013657325 2.8027750470209858 2.2108082831837237 111.88986381763243 leaf_count=376 169 15 1862 internal_value=0 -0.000225559 3.51456e-05 internal_weight=0 9.69777 114.693 internal_count=2422 391 2031 is_linear=0 shrinkage=0.000400217 Tree=4442 num_leaves=3 num_cat=0 split_feature=472 42 split_gain=3.40249 3.41059 threshold=-1.0000000180025095e-35 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021388815487568966 -0.029625307442279741 0.0027508429641210134 leaf_weight=2.4490574400406322 1.2596506570698682 120.10270629050501 leaf_count=120 9 2360 internal_value=0 0.00238781 internal_weight=0 121.362 internal_count=2489 2369 is_linear=0 shrinkage=0.0204111 Tree=4443 num_leaves=4 num_cat=0 split_feature=4 41 150 split_gain=3.65836 5.09057 2.24157 threshold=0.27190000000000009 0.078065000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1686863710041032e-05 -0.00015712172241126609 -0.00044008868445173931 0.00020722168484440257 leaf_weight=97.2347047029034 3.1032660827040699 4.5439337972784406 17.725946429243777 leaf_count=2097 20 89 255 internal_value=0 -3.12756e-05 0.00015239 internal_weight=0 101.779 20.8292 internal_count=2461 2186 275 is_linear=0 shrinkage=0.000400217 Tree=4444 num_leaves=3 num_cat=0 split_feature=0 43 split_gain=3.36354 3.45267 threshold=0.2506000000000001 0.2506000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00086745851708555232 -0.024144259133353999 -0.022467497489196846 leaf_weight=107.80823966063326 2.2847465090453616 2.595975289179477 leaf_count=2277 15 146 internal_value=0 0.000296568 internal_weight=0 110.404 internal_count=2438 2423 is_linear=0 shrinkage=0.0204111 Tree=4445 num_leaves=3 num_cat=0 split_feature=39 12 split_gain=3.56392 3.47781 threshold=0.16946000000000003 0.11498000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.1846285235573313e-06 0.00046865287590874296 -0.0003299311859075013 leaf_weight=112.67535286498605 2.4382005971856406 5.0766265792190088 leaf_count=2312 20 118 internal_value=0 -9.56288e-06 internal_weight=0 117.752 internal_count=2450 2430 is_linear=0 shrinkage=0.000400217 Tree=4446 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=4.24067 8.18098 3.95039 threshold=0.079890000000000017 0.10812000000000001 0.081025000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017009545845745434 -0.00013925294465961182 0.00039230706444096292 -2.4152555065774578e-05 leaf_weight=32.62576434481889 44.264187453038176 5.0703135398216537 34.330452731112018 leaf_count=350 1720 24 297 internal_value=0 -8.38576e-05 7.06246e-05 internal_weight=0 49.3345 66.9562 internal_count=2391 1744 647 is_linear=0 shrinkage=0.000400217 Tree=4447 num_leaves=4 num_cat=0 split_feature=456 1456 16 split_gain=4.22752 4.14357 1.99902 threshold=0.088355000000000003 1.0000000180025095e-35 -0.42607499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001682400103702636 -0.035202929897873159 -0.021269021610386501 -0.008210988779151978 leaf_weight=112.73803275813407 1.6997169218957422 3.2633634635421904 3.3639726386754765 leaf_count=2161 15 201 84 internal_value=0 0.00101684 -0.0178369 internal_weight=0 116.001 5.06369 internal_count=2461 2362 99 is_linear=0 shrinkage=0.0204111 Tree=4448 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.18307 6.18362 5.59244 threshold=0.098950000000000024 0.090810000000000016 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.006941122766715031 0.0092495434433119746 0.0083457646048611181 -0.0048482166301153885 leaf_weight=53.495684794106637 31.279526636062656 13.776782951317726 18.620710549410433 leaf_count=1752 451 76 209 internal_value=0 -0.00380184 0.00398976 internal_weight=0 67.2725 49.9002 internal_count=2488 1828 660 is_linear=0 shrinkage=0.0204111 Tree=4449 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=3.97626 5.71437 threshold=0.097350000000000006 -0.15135499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0084722825398595037 -0.027282302898318012 -0.001889526543289476 leaf_weight=30.150905257381964 2.0158821158111087 82.848604045066168 leaf_count=370 15 2091 internal_value=0 0.000880896 internal_weight=0 113 internal_count=2476 2461 is_linear=0 shrinkage=0.0204111 Tree=4450 num_leaves=4 num_cat=0 split_feature=0 15 2 split_gain=4.5746 8.87336 6.23074 threshold=-0.10674499999999999 -0.095804999999999987 0.11710500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012073406311189096 -0.00012443191911138264 0.00022783032466115055 0.00018646251278844742 leaf_weight=18.625131810083985 52.637603384151589 31.088660828652792 12.733690667344488 leaf_count=193 1797 245 245 internal_value=0 9.72638e-05 -6.36574e-05 internal_weight=0 49.7138 65.3713 internal_count=2480 438 2042 is_linear=0 shrinkage=0.000400217 Tree=4451 num_leaves=3 num_cat=0 split_feature=52 159 split_gain=3.53725 3.21549 threshold=-0.51498499999999992 0.12351000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020347986335353053 0.0025808472096175202 -0.021686384982926771 leaf_weight=2.8902728473185553 113.16414033125329 2.210294087039073 leaf_count=196 2229 77 internal_value=0 0.00209537 internal_weight=0 115.374 internal_count=2502 2306 is_linear=0 shrinkage=0.0204111 Tree=4452 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=3.37886 6.74893 6.06681 threshold=-0.084024999999999975 -0.085089999999999985 -0.062574999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035486710547798159 -0.017012205931072898 0.043492004156144549 9.0358212169018375e-05 leaf_weight=31.607495074975304 9.6402239476010418 1.7566286812361784 75.835563421424013 leaf_count=673 479 66 1270 internal_value=0 0.00579013 -0.00185825 internal_weight=0 33.3641 85.4758 internal_count=2488 739 1749 is_linear=0 shrinkage=0.0204111 Tree=4453 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=3.58539 6.60591 3.76639 threshold=-0.074249999999999997 1.0000000180025095e-35 -0.032264999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014465509328540439 0.013368947007813686 0.0013850787277624528 0.0014242717712530846 leaf_weight=13.287818069671628 16.942854361899663 59.933438256295631 31.055106346262619 leaf_count=995 336 748 400 internal_value=0 -0.0015091 0.00566194 internal_weight=0 73.2213 47.998 internal_count=2479 1743 736 is_linear=0 shrinkage=0.0204111 Tree=4454 num_leaves=4 num_cat=0 split_feature=403 1373 4 split_gain=3.37554 3.28344 1.66453 threshold=-0.092224999999999988 0.099250000000000019 0.27278500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041704922259549272 4.5290942983222867e-05 -0.00042259712867065348 0.00030305037686676931 leaf_weight=3.7119530854106406 113.80104808385659 2.3428145432844749 0.51179993152618397 leaf_count=299 2149 20 8 internal_value=0 3.54549e-05 -0.000324221 internal_weight=0 116.144 4.22375 internal_count=2476 2169 307 is_linear=0 shrinkage=0.000400217 Tree=4455 num_leaves=4 num_cat=0 split_feature=483 15 42 split_gain=3.82902 4.33857 3.92179 threshold=1.0000000180025095e-35 -0.46714499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0080623051816147845 0.017854438443373127 -0.021543014660943671 0.0027511695003711312 leaf_weight=16.388035925570875 1.3517202038783578 5.938983871965319 91.168739516069763 leaf_count=646 36 274 1503 internal_value=0 -0.014079 0.00109689 internal_weight=0 7.2907 107.557 internal_count=2459 310 2149 is_linear=0 shrinkage=0.0204111 Tree=4456 num_leaves=4 num_cat=0 split_feature=12 13 3 split_gain=4.33546 7.41772 7.04965 threshold=0.084045000000000022 -0.47860499999999995 0.097665000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0072135241752657115 0.020804366199931184 -0.0077731155256903469 -0.0065862261873116251 leaf_weight=46.268011269945418 4.0307204951532176 44.121585534943733 23.003086636133958 leaf_count=576 16 1660 235 internal_value=0 -0.00533824 0.00262776 internal_weight=0 48.1523 69.2711 internal_count=2487 1676 811 is_linear=0 shrinkage=0.0204111 Tree=4457 num_leaves=4 num_cat=0 split_feature=1 0 43 split_gain=5.17492 6.19392 2.39187 threshold=0.12796000000000002 -0.10674499999999999 -0.074169999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055698015735887417 0.028678967244158093 -0.0046175207141557484 0.0082615423951585883 leaf_weight=45.655380814816453 3.3504067851463324 54.329011310823262 8.2148837236454693 leaf_count=383 61 1818 147 internal_value=0 3.5293e-05 0.0143946 internal_weight=0 99.9844 11.5653 internal_count=2409 2201 208 is_linear=0 shrinkage=0.0204111 Tree=4458 num_leaves=4 num_cat=0 split_feature=483 403 42 split_gain=3.95625 3.29831 0.52822 threshold=0.096190000000000012 0.093800000000000008 0.088540000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0533887768518048e-05 -0.00048181639812667739 -0.00037398083261738606 -0.00014102353286922929 leaf_weight=113.13302327788551 2.5765728176775151 3.0491452005226156 1.1651555844582615 leaf_count=2131 68 190 82 internal_value=0 2.93056e-05 -0.000382876 internal_weight=0 116.182 3.74173 internal_count=2471 2321 150 is_linear=0 shrinkage=0.000400217 Tree=4459 num_leaves=4 num_cat=0 split_feature=14 43 2 split_gain=3.84885 4.05716 1.18485 threshold=0.062655000000000016 -0.51412499999999983 0.10000000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019747011075859008 -0.031745207036342843 0.00029693944194864958 -0.0054036138376484123 leaf_weight=4.5561341869179151 1.8190103971137426 104.32095331148594 1.2116711945855057 leaf_count=29 76 2314 16 internal_value=0 0.00113031 -0.0217815 internal_weight=0 108.877 3.03068 internal_count=2435 2343 92 is_linear=0 shrinkage=0.0204111 Tree=4460 num_leaves=4 num_cat=0 split_feature=11 3 12 split_gain=3.42466 4.43137 1.59741 threshold=0.088215000000000002 -0.12077499999999998 0.10619000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001681102187066564 -0.00048830668240769229 -2.8859775901988244e-05 -7.0460454888304528e-05 leaf_weight=22.729515274229925 3.1639269421575582 91.807309134688694 2.7307740320102312 leaf_count=195 52 2193 33 internal_value=0 1.03544e-05 -0.000299657 internal_weight=0 114.537 5.8947 internal_count=2473 2388 85 is_linear=0 shrinkage=0.000400217 Tree=4461 num_leaves=4 num_cat=0 split_feature=43 43 1456 split_gain=4.10622 6.47708 3.48069 threshold=-0.063379999999999978 -0.00051499999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040259885809165898 -0.0003751262765443788 2.3289548069178163e-06 0.00013861733253474245 leaf_weight=1.8851772797934234 8.0275470722408482 69.092433318117401 42.818738143658265 leaf_count=141 478 898 949 internal_value=0 -3.74479e-05 0.000114845 internal_weight=0 77.12 44.7039 internal_count=2466 1376 1090 is_linear=0 shrinkage=0.000400217 Tree=4462 num_leaves=3 num_cat=0 split_feature=1373 9 split_gain=4.57556 3.80071 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.023495867603759879 -0.029521528328771907 0.00042821385773972743 leaf_weight=2.9448824618011704 1.9657622412778426 112.30992116458947 leaf_count=71 21 2364 internal_value=0 0.00103985 internal_weight=0 115.255 internal_count=2456 2435 is_linear=0 shrinkage=0.0204111 Tree=4463 num_leaves=4 num_cat=0 split_feature=130 52 40 split_gain=3.68596 3.67086 1.24801 threshold=1.0000000180025095e-35 -0.51498499999999992 -0.083394999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040390607087908769 0.00017432600582232221 3.7490412371816953e-05 -0.00044233094704497814 leaf_weight=2.990195944759761 0.55274573154747475 111.47378966826363 3.5296680133760665 leaf_count=174 8 1993 311 internal_value=0 2.55762e-05 -0.000356413 internal_weight=0 114.464 4.08241 internal_count=2486 2167 319 is_linear=0 shrinkage=0.000400217 Tree=4464 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=3.86631 3.43371 threshold=-1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042499301992977737 -0.00040748968948900764 -3.4851689267070303e-07 leaf_weight=3.6645179034967432 3.3131380460254141 106.02452546793211 leaf_count=229 201 1975 internal_value=0 -1.30899e-05 internal_weight=0 109.338 internal_count=2405 2176 is_linear=0 shrinkage=0.000400217 Tree=4465 num_leaves=4 num_cat=0 split_feature=52 483 12 split_gain=3.88223 3.75494 0.750854 threshold=-0.40306999999999998 0.096460000000000018 -0.043589999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040405667846218091 0.0016081492842075214 -0.021627495200781624 -0.021191952832864795 leaf_weight=0.52221362874843169 108.81400378224498 2.8649481985194134 3.9330757215211625 leaf_count=10 2064 120 242 internal_value=0 0.000991011 -0.0182078 internal_weight=0 111.679 4.45529 internal_count=2436 2184 252 is_linear=0 shrinkage=0.0204111 Tree=4466 num_leaves=4 num_cat=0 split_feature=131 132 15 split_gain=6.54591 5.60797 0.635016 threshold=0.092225000000000015 0.081240000000000021 -0.14015999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9140633878246127e-06 2.9732816522330295e-05 0.00031136119706568714 -0.00042762980927305071 leaf_weight=101.59007589660177 0.5148329340154304 9.9467476932913979 5.7613967306970144 leaf_count=2057 34 133 235 internal_value=0 2.63078e-05 -0.000390249 internal_weight=0 111.537 6.27623 internal_count=2459 2190 269 is_linear=0 shrinkage=0.000400217 Tree=4467 num_leaves=3 num_cat=0 split_feature=48 157 split_gain=3.60248 4.85995 threshold=0.12879500000000002 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035616602484864651 -0.00027504185369900554 2.9114562307798434e-05 leaf_weight=5.4023587794072219 7.4547685767756766 106.92630736978026 leaf_count=197 70 2200 internal_value=0 1.02486e-05 internal_weight=0 112.329 internal_count=2467 2397 is_linear=0 shrinkage=0.000400217 Tree=4468 num_leaves=4 num_cat=0 split_feature=3 457 0 split_gain=4.50522 5.05008 0.183544 threshold=0.18307500000000002 0.080930000000000016 -0.13409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015430935954960701 0.012326903640412046 0.0097091275495617552 0.021397299496258657 leaf_weight=91.013862585983588 2.0140612649265677 20.211378518026322 3.9188241219380862 leaf_count=2128 45 194 64 internal_value=0 0.00050932 0.0186035 internal_weight=0 111.225 5.93289 internal_count=2431 2322 109 is_linear=0 shrinkage=0.0204111 Tree=4469 num_leaves=4 num_cat=0 split_feature=2 454 12 split_gain=4.27772 6.99247 4.3497 threshold=0.097940000000000013 1.0000000180025095e-35 0.09864500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010641859943295646 0.00012278870338940529 0.00047433156073646262 -0.00022342114661750269 leaf_weight=65.79835866430949 43.173136018376681 3.3872284442186347 6.6095571439655023 leaf_count=1718 552 15 204 internal_value=0 -7.72654e-05 7.64248e-05 internal_weight=0 69.1856 49.7827 internal_count=2489 1733 756 is_linear=0 shrinkage=0.000400217 Tree=4470 num_leaves=3 num_cat=0 split_feature=1444 1456 split_gain=3.72491 3.90636 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.027640939168690107 -0.02170372995408807 -0.00056010478649889288 leaf_weight=1.7752467054524448 3.6565233034925759 107.32080071135715 leaf_count=28 229 2244 internal_value=0 -0.00127793 internal_weight=0 110.977 internal_count=2501 2473 is_linear=0 shrinkage=0.0204111 Tree=4471 num_leaves=4 num_cat=0 split_feature=456 1456 15 split_gain=4.28568 3.79831 2.18906 threshold=0.087015000000000023 1.0000000180025095e-35 -0.15449999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0033485890156497345 0.0097960508726692899 -0.019617078740981474 -0.021814966315772833 leaf_weight=112.45730729700881 1.0735237663611767 2.9721650641586157 4.4098370909050564 leaf_count=2125 8 178 133 internal_value=0 0.00273881 -0.015554 internal_weight=0 115.429 5.48336 internal_count=2444 2303 141 is_linear=0 shrinkage=0.0204111 Tree=4472 num_leaves=4 num_cat=0 split_feature=484 456 48 split_gain=4.46382 4.18822 2.62587 threshold=-0.0068949999999999992 0.088355000000000003 0.15358000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019190058800497827 0.0014361535415306269 -0.020526658146556839 0.018190853529242889 leaf_weight=7.035614149470347 101.99542574415682 3.6383067045244379 0.79035661369562138 leaf_count=385 1992 70 3 internal_value=0 0.000658762 -0.0152116 internal_weight=0 105.634 7.82597 internal_count=2450 2062 388 is_linear=0 shrinkage=0.0204111 Tree=4473 num_leaves=4 num_cat=0 split_feature=51 51 15 split_gain=4.52187 4.2274 3.51452 threshold=-0.10998999999999999 -0.090859999999999982 -0.16116499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038158976640809795 0.00030618987660990213 7.0514066250048168e-06 -0.00039375003508475813 leaf_weight=0.99666897422866885 8.0386082986369711 105.76235810756043 6.6092573832866028 leaf_count=18 80 2123 236 internal_value=0 2.8462e-05 -0.000288089 internal_weight=0 113.801 7.60593 internal_count=2457 2203 254 is_linear=0 shrinkage=0.000400217 Tree=4474 num_leaves=4 num_cat=0 split_feature=1 12 42 split_gain=3.6076 4.06862 1.55551 threshold=0.12419000000000001 0.12477500000000001 0.10017000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6941794871748103e-05 0.00010957202352345411 -0.00054139959518420869 0.00041918887190390387 leaf_weight=100.51988205597445 11.405101931595707 2.3148168771294868 3.3087599724531165 leaf_count=2144 177 57 54 internal_value=0 -2.93234e-05 0.000181837 internal_weight=0 102.835 14.7139 internal_count=2432 2201 231 is_linear=0 shrinkage=0.000400217 Tree=4475 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=4.26165 5.70816 4.02749 threshold=0.080930000000000016 -0.053524999999999996 0.089910000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044598475087613649 -0.0020124402153441591 -0.005760053791269636 0.01628602617431597 leaf_weight=38.864282740629278 8.5006764361169207 54.655902734637493 12.017890631337648 leaf_count=1018 104 1242 112 internal_value=0 -0.0015127 0.00873534 internal_weight=0 93.5202 20.5186 internal_count=2476 2260 216 is_linear=0 shrinkage=0.0204111 Tree=4476 num_leaves=4 num_cat=0 split_feature=4 16 150 split_gain=3.8774 4.84667 2.76165 threshold=0.27626000000000001 -0.5315899999999999 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072155898850475707 8.8002849302338366e-05 -1.0641746572479657e-06 0.00042178137706743574 leaf_weight=1.4056989526143286 14.381007032061463 102.20806844181789 5.4191848451737306 leaf_count=30 212 2170 63 internal_value=0 -1.16073e-05 0.000181214 internal_weight=0 103.614 19.8002 internal_count=2475 2200 275 is_linear=0 shrinkage=0.000400217 Tree=4477 num_leaves=4 num_cat=0 split_feature=484 14 2 split_gain=4.60395 3.80598 3.06168 threshold=-1.0000000180025095e-35 0.076175000000000007 0.11212000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045092864800510424 5.0768389657745935e-05 -0.00045650982636343267 1.0883580548986624e-05 leaf_weight=5.2161856008897285 112.26707719483238 2.3087858339713412 4.0360946943983436 leaf_count=334 1989 60 56 internal_value=0 4.01107e-05 -0.000251752 internal_weight=0 114.576 9.25228 internal_count=2439 2049 390 is_linear=0 shrinkage=0.000400217 Tree=4478 num_leaves=4 num_cat=0 split_feature=484 150 1212 split_gain=3.75041 5.37872 3.37777 threshold=-1.0000000180025095e-35 0.094605000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032889342119113603 -0.00040730865945452657 0.00036681065063130244 6.9090230701539867e-05 leaf_weight=8.5790320292435336 2.3261189210170405 2.1392740141600362 110.63119424886827 leaf_count=388 170 16 1887 internal_value=0 -0.000187681 5.88862e-05 internal_weight=0 10.7183 112.957 internal_count=2461 404 2057 is_linear=0 shrinkage=0.000400217 Tree=4479 num_leaves=4 num_cat=0 split_feature=15 1 151 split_gain=5.35052 6.69235 3.51194 threshold=0.084050000000000014 0.11174500000000002 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035622889549824331 -0.00043893718911138001 0.00020125430300195786 5.516125275315417e-05 leaf_weight=3.3229168792313422 8.2230172524868959 3.7324811341240993 103.76950338807364 leaf_count=60 811 27 1575 internal_value=0 -0.000239058 4.20377e-05 internal_weight=0 11.9555 107.092 internal_count=2473 838 1635 is_linear=0 shrinkage=0.000400217 Tree=4480 num_leaves=4 num_cat=0 split_feature=1 44 16 split_gain=4.00981 5.35009 1.0054 threshold=0.13554500000000003 1.0000000180025095e-35 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7697264053639292e-05 0.00038812850366660149 -0.00056217938747381865 9.3029728173392711e-05 leaf_weight=107.40866856102366 4.3854176626773551 2.8588938470929852 3.2937488313764325 leaf_count=2283 104 40 45 internal_value=0 -3.23699e-05 0.000264711 internal_weight=0 110.268 7.67917 internal_count=2472 2323 149 is_linear=0 shrinkage=0.000400217 Tree=4481 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=3.08133 4.40754 threshold=-0.43176999999999993 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045125002204504823 -1.3796531901566943e-05 0.00020416763241597235 leaf_weight=2.1633757166564456 98.602172753191553 17.382560405181721 leaf_count=11 2277 194 internal_value=0 1.9035e-05 internal_weight=0 115.985 internal_count=2482 2471 is_linear=0 shrinkage=0.000400217 Tree=4482 num_leaves=4 num_cat=0 split_feature=12 159 42 split_gain=3.62594 3.28812 2.0061 threshold=0.11610500000000001 0.124685 0.15602000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1823173759606288e-05 -0.00048314801708330637 -0.00043995110245988574 4.0026209759991805e-05 leaf_weight=117.04104449605802 3.3764792961592311 2.2024733010330229 1.7451070894021539 leaf_count=2275 96 65 20 internal_value=0 3.25202e-05 -0.000307841 internal_weight=0 119.244 5.12159 internal_count=2456 2340 116 is_linear=0 shrinkage=0.000400217 Tree=4483 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=3.64558 7.47644 3.5463 threshold=-0.10072999999999999 0.093575000000000019 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0752476101841652e-05 -0.00018157893691289395 6.1524970218103519e-05 0.00035247665253438233 leaf_weight=28.607375974679599 36.821446788497269 44.802357294247486 7.2473164389375588 leaf_count=314 1454 615 35 internal_value=0 -4.82405e-05 0.000104662 internal_weight=0 81.6238 35.8547 internal_count=2418 2069 349 is_linear=0 shrinkage=0.000400217 Tree=4484 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=4.30286 5.79316 4.61113 threshold=-0.084024999999999975 -0.085049999999999987 0.035895000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041308406356632904 -0.00044634329461190614 0.039892278698419797 -0.014563372975724964 leaf_weight=33.055470176550443 72.003202303530998 1.8928504374343891 11.018873986831748 leaf_count=681 1043 64 684 internal_value=0 0.00618894 -0.00233708 internal_weight=0 34.9483 83.0221 internal_count=2472 745 1727 is_linear=0 shrinkage=0.0204111 Tree=4485 num_leaves=4 num_cat=0 split_feature=3 4 0 split_gain=4.68391 4.20753 1.11818 threshold=0.18307500000000002 -0.49367499999999992 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030818162487389333 0.00014508666867554451 2.2751328275537246e-05 0.00048860336479192724 leaf_weight=6.4210578282363704 2.6967465797206387 105.88650351877732 3.7860710927634491 leaf_count=126 51 2220 69 internal_value=0 3.54251e-06 0.000350595 internal_weight=0 112.308 6.48282 internal_count=2466 2346 120 is_linear=0 shrinkage=0.000400217 Tree=4486 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=3.65141 7.74293 3.93209 threshold=-0.074494999999999992 -0.09583499999999999 0.045635000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013730573268863513 0.0086302343562049081 -0.015070290111887623 -0.0055306151136688825 leaf_weight=57.912675574625609 35.044693349205772 14.909083630511303 10.557058349018915 leaf_count=580 636 1166 111 internal_value=0 -0.00201142 0.0053464 internal_weight=0 72.8218 45.6018 internal_count=2493 1746 747 is_linear=0 shrinkage=0.0204111 Tree=4487 num_leaves=4 num_cat=0 split_feature=42 123 132 split_gain=5.09553 4.48609 4.44213 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.084605000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031363098694419436 1.8545960901531788e-05 0.00031161748183449183 0.00015110845483294358 leaf_weight=12.466140947683018 97.89350005252345 9.0376756304176507 4.3863979731686404 leaf_count=562 1608 185 117 internal_value=0 4.3616e-05 -0.000192469 internal_weight=0 106.931 16.8525 internal_count=2472 1793 679 is_linear=0 shrinkage=0.000400217 Tree=4488 num_leaves=4 num_cat=0 split_feature=484 15 16 split_gain=3.86285 5.12156 3.10533 threshold=-0.0068949999999999992 -0.24269999999999997 -0.063814999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5924874057906035e-05 0.00030078421754260243 -5.5217822409612682e-06 -0.00046492493167864284 leaf_weight=3.8058285066799726 9.4783409968949837 98.977070935288793 4.8146005991147813 leaf_count=124 181 1861 269 internal_value=0 2.15301e-05 -0.000255153 internal_weight=0 108.455 8.62043 internal_count=2435 2042 393 is_linear=0 shrinkage=0.000400217 Tree=4489 num_leaves=4 num_cat=0 split_feature=2 1 43 split_gain=4.95431 4.80496 3.59071 threshold=0.097940000000000013 1.0000000180025095e-35 0.095890000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024194547634576457 6.0100492557576395e-05 2.6770094770600368e-06 0.00035459612955473981 leaf_weight=17.17231726674072 44.796681768493727 50.252383363724221 7.6876462602813254 leaf_count=962 649 758 99 internal_value=0 -5.99234e-05 0.0001039 internal_weight=0 67.4247 52.4843 internal_count=2468 1720 748 is_linear=0 shrinkage=0.000400217 Tree=4490 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=4.57132 11.8783 4.3597 threshold=0.077765000000000015 -0.083954999999999988 -0.41417999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065251722016410945 -0.01844645001806983 -0.018258915353711193 0.0034428778894746636 leaf_weight=15.120392218843334 3.8675938146188846 17.025240236529498 80.38987656457175 leaf_count=268 116 1015 1065 internal_value=0 -0.006619 0.00241496 internal_weight=0 32.1456 84.2575 internal_count=2464 1283 1181 is_linear=0 shrinkage=0.0204111 Tree=4491 num_leaves=4 num_cat=0 split_feature=12 3 49 split_gain=3.50349 5.91956 4.35038 threshold=0.084045000000000022 0.14121000000000003 -0.11612499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003712571401397988 -0.0001104176057407573 0.00035205491658042639 9.7867447971260337e-05 leaf_weight=3.2083999834721899 42.852988340207958 4.833747425582259 69.507512349955505 leaf_count=41 1601 25 778 internal_value=0 -6.28244e-05 7.66296e-05 internal_weight=0 47.6867 72.7159 internal_count=2445 1626 819 is_linear=0 shrinkage=0.000400217 Tree=4492 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=5.81611 5.71497 0.754969 threshold=-0.49367499999999992 -0.0029549999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0097018675233704055 -0.00055539235962107536 0.012450177221608325 -0.025099821126348485 leaf_weight=2.4234630800783634 94.897063716285629 16.414248808112461 3.5394380525685838 leaf_count=33 2193 161 95 internal_value=0 0.00137303 -0.0191359 internal_weight=0 111.311 5.9629 internal_count=2482 2354 128 is_linear=0 shrinkage=0.0204111 Tree=4493 num_leaves=3 num_cat=0 split_feature=457 1210 split_gain=3.73465 3.23344 threshold=0.51960000000000017 -0.08107499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025694852379896532 -0.027331974292448595 0.0021269130268970083 leaf_weight=1.6562685202807177 1.7652872651815403 111.78612370850169 leaf_count=96 10 2348 internal_value=0 0.00169578 internal_weight=0 113.442 internal_count=2454 2444 is_linear=0 shrinkage=0.0204111 Tree=4494 num_leaves=3 num_cat=0 split_feature=33 1375 split_gain=3.59185 3.58903 threshold=-1.0000000180025095e-35 -0.43150999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021294236122891486 -0.023828197446702979 0.0021904033254080998 leaf_weight=2.7958101448602966 2.1416512583382419 111.95110506856872 leaf_count=27 13 2419 internal_value=0 0.00167912 internal_weight=0 114.093 internal_count=2459 2432 is_linear=0 shrinkage=0.0204111 Tree=4495 num_leaves=4 num_cat=0 split_feature=43 42 42 split_gain=4.03906 3.5374 0.59567 threshold=0.2506000000000001 -0.0044549999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016309058632912684 -0.00011641385609849354 3.8296743559272382e-05 -0.00054225382282751058 leaf_weight=16.06884828285547 0.76350954153167583 102.17862963370862 2.3260204824618986 leaf_count=552 107 1772 42 internal_value=0 1.08015e-05 -0.000444769 internal_weight=0 118.247 3.08953 internal_count=2473 2324 149 is_linear=0 shrinkage=0.000400217 Tree=4496 num_leaves=4 num_cat=0 split_feature=15 158 15 split_gain=3.97208 6.95033 6.6414 threshold=-0.095584999999999989 0.090905000000000014 -0.24269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0077863936516699905 0.0036441051524087266 -0.021669138725614354 -0.012603043687622021 leaf_weight=9.576308009913193 81.946781780352467 4.6713876569701815 21.257243974279845 leaf_count=198 1839 159 295 internal_value=0 0.00225273 -0.00626522 internal_weight=0 86.6182 30.8336 internal_count=2491 1998 493 is_linear=0 shrinkage=0.0204111 Tree=4497 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=5.0163 11.1657 7.37076 threshold=-0.10566999999999999 -0.076604999999999993 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0089649189074878701 -0.015755537886180403 0.0022595475640942828 -0.0092698554465577409 leaf_weight=43.305311536358204 20.451900994201424 47.232823358775931 11.632344301207921 leaf_count=372 1219 794 92 internal_value=0 -0.003201 0.00509294 internal_weight=0 67.6847 54.9377 internal_count=2477 2013 464 is_linear=0 shrinkage=0.0204111 Tree=4498 num_leaves=4 num_cat=0 split_feature=15 11 13 split_gain=4.09442 4.0279 3.4456 threshold=0.084050000000000014 0.081005000000000008 0.15891500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1478556511803157e-05 -0.00032906428561455621 -0.00024409797736667761 0.00017092113176627832 leaf_weight=93.820815632934682 9.5109159470157447 7.9039913960150434 2.7877597829210563 leaf_count=1483 771 117 50 internal_value=0 2.82692e-05 -0.000215212 internal_weight=0 101.725 12.2987 internal_count=2421 1600 821 is_linear=0 shrinkage=0.000400217 Tree=4499 num_leaves=4 num_cat=0 split_feature=3 403 15 split_gain=5.60115 4.07962 0.95516 threshold=0.18307500000000002 0.08888500000000002 -0.0036549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9378038387736444e-05 0.00019976037289377253 -0.00044706411488180399 0.00051906013457712463 leaf_weight=106.37937515467638 3.5250634412514046 3.5851905058661933 2.848705655662342 leaf_count=2152 86 182 28 internal_value=0 -3.37625e-05 0.000348966 internal_weight=0 109.965 6.37377 internal_count=2448 2334 114 is_linear=0 shrinkage=0.000400217 Tree=4500 num_leaves=3 num_cat=0 split_feature=160 159 split_gain=3.54745 3.52278 threshold=-0.40446999999999994 -0.47141999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022565711883700931 0.029800301463552725 -0.00016805962558604458 leaf_weight=2.7943586113760821 1.5466931297269173 110.51000464137178 leaf_count=186 18 2235 internal_value=0 0.000274921 internal_weight=0 112.057 internal_count=2439 2253 is_linear=0 shrinkage=0.0204111 Tree=4501 num_leaves=4 num_cat=0 split_feature=2 13 11 split_gain=4.68433 4.00336 3.74687 threshold=0.097940000000000013 0.078685000000000019 0.088065000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005664818794173374 0.0063517437921310092 0.0074193732239195877 -0.016244241275396292 leaf_weight=55.945772218314232 46.174303024119581 11.690678176819345 3.1675027520977883 leaf_count=1594 711 129 62 internal_value=0 -0.00339475 0.0048677 internal_weight=0 67.6365 49.3418 internal_count=2496 1723 773 is_linear=0 shrinkage=0.0204111 Tree=4502 num_leaves=4 num_cat=0 split_feature=15 1374 50 split_gain=3.55987 4.5162 4.43826 threshold=-0.37478999999999996 0.10637000000000001 0.11375500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038327844868387464 1.1465179937932353e-05 -0.00056529787568689385 -0.00024577045494461516 leaf_weight=8.0096183298155648 110.27916189725511 2.106283836066722 2.2227273356402284 leaf_count=169 2286 19 17 internal_value=0 1.03835e-07 0.000245452 internal_weight=0 112.385 10.2323 internal_count=2491 2305 186 is_linear=0 shrinkage=0.000400217 Tree=4503 num_leaves=4 num_cat=0 split_feature=3 13 12 split_gain=3.59436 4.02496 0.844821 threshold=0.18307500000000002 0.10979500000000002 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020701191844203809 0.0045495960408360224 0.0089558819729162846 0.020609723457242973 leaf_weight=94.559027294475527 2.1280382769182324 16.033548351493664 4.1193798753665751 leaf_count=2175 59 177 62 internal_value=0 -0.000464144 0.0153156 internal_weight=0 110.593 6.24742 internal_count=2473 2352 121 is_linear=0 shrinkage=0.0204111 Tree=4504 num_leaves=4 num_cat=0 split_feature=12 160 132 split_gain=5.25756 4.93928 4.1416 threshold=0.040165000000000006 0.090735000000000024 0.080640000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9101397602855204e-05 -5.0613837910964237e-05 -0.00048788407175488427 0.00039542654914535293 leaf_weight=58.282831708202139 48.76207597280154 4.4137763676844761 6.0052165303495704 leaf_count=577 1639 169 76 internal_value=0 -8.78576e-05 8.20833e-05 internal_weight=0 53.1759 64.288 internal_count=2461 1808 653 is_linear=0 shrinkage=0.000400217 Tree=4505 num_leaves=4 num_cat=0 split_feature=4 0 47 split_gain=3.33338 5.9382 4.13201 threshold=-0.46376499999999993 -0.0029549999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036287635754572603 8.9816561988152671e-06 0.00029393544905003478 0.00023675833013219583 leaf_weight=6.8418981437571329 97.756282455608016 13.197795243992003 2.4154370627366006 leaf_count=120 2178 129 32 internal_value=0 4.31386e-05 -0.000205459 internal_weight=0 110.954 9.25734 internal_count=2459 2307 152 is_linear=0 shrinkage=0.000400217 Tree=4506 num_leaves=4 num_cat=0 split_feature=14 483 49 split_gain=3.9795 3.47384 0.379324 threshold=0.076175000000000007 0.096460000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015048963169722305 -0.035492682969660697 -0.01970588964623133 -0.015000031514984516 leaf_weight=111.88607413609134 1.0789954017382117 3.2002016549376995 0.95612602286564552 leaf_count=2222 20 145 61 internal_value=0 0.000896508 -0.0271493 internal_weight=0 115.086 2.03512 internal_count=2448 2367 81 is_linear=0 shrinkage=0.0204111 Tree=4507 num_leaves=4 num_cat=0 split_feature=2 31 3 split_gain=3.68983 4.09263 1.95802 threshold=0.12347500000000002 -1.0000000180025095e-35 0.12991000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02270650789988014 0.013413851410822722 -0.0030901863801630356 -0.001296721731858288 leaf_weight=2.5224254211643702 10.307340940387805 94.639198933575244 5.8776328248204655 leaf_count=66 161 2131 84 internal_value=0 -0.00239511 0.00809945 internal_weight=0 97.1616 16.185 internal_count=2442 2197 245 is_linear=0 shrinkage=0.0204111 Tree=4508 num_leaves=3 num_cat=0 split_feature=31 14 split_gain=3.16548 3.19311 threshold=-1.0000000180025095e-35 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044469958183537741 3.2401168329961753e-06 -0.00043227711742705827 leaf_weight=2.4261277156183487 113.44974711802206 2.6501193249423514 leaf_count=69 2355 81 internal_value=0 -7.108e-06 internal_weight=0 116.1 internal_count=2505 2436 is_linear=0 shrinkage=0.000400217 Tree=4509 num_leaves=3 num_cat=0 split_feature=453 401 split_gain=3.6562 3.28801 threshold=0.10218000000000001 0.087110000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010437147198073323 -0.027298638444351639 -0.017619728171182646 leaf_weight=113.83099667493661 1.9074345612898458 3.9612857941538087 leaf_count=2248 13 197 internal_value=0 0.000399937 internal_weight=0 117.792 internal_count=2458 2445 is_linear=0 shrinkage=0.0204111 Tree=4510 num_leaves=3 num_cat=0 split_feature=376 1373 split_gain=4.00841 5.34177 threshold=0.088470000000000007 0.085770000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5999535768132778e-05 0.0003971796128139728 -0.00049606650859717423 leaf_weight=109.3271015315695 4.1268755161436266 3.2513760772999367 leaf_count=2357 44 46 internal_value=0 7.32378e-07 internal_weight=0 112.578 internal_count=2447 2403 is_linear=0 shrinkage=0.000400217 Tree=4511 num_leaves=3 num_cat=0 split_feature=52 16 split_gain=5.47794 3.37434 threshold=-0.40306999999999998 -0.55433999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041747069249427739 -0.00063766413043480936 3.7440525594609604e-05 leaf_weight=4.4330803741322589 1.0865604188293208 114.30100832755852 leaf_count=269 24 2157 internal_value=0 3.04713e-05 internal_weight=0 115.388 internal_count=2450 2181 is_linear=0 shrinkage=0.000400217 Tree=4512 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.28938 3.85174 threshold=-1.0000000180025095e-35 0.090510000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022674336708426265 -0.0053777869015950962 0.0021747642865490467 leaf_weight=2.3934872486861414 48.029182967104134 67.583413915686833 leaf_count=70 1310 1102 internal_value=0 -0.000964975 internal_weight=0 115.613 internal_count=2482 2412 is_linear=0 shrinkage=0.0204111 Tree=4513 num_leaves=3 num_cat=0 split_feature=3 16 split_gain=3.80574 3.12803 threshold=-0.53098999999999985 -0.54165499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025529793154450881 0.014483091864552685 -0.00065931756209125438 leaf_weight=2.4007715797051778 5.886116476613096 108.2431693617109 leaf_count=18 66 2386 internal_value=0 0.000135068 internal_weight=0 114.129 internal_count=2470 2452 is_linear=0 shrinkage=0.0204111 Tree=4514 num_leaves=4 num_cat=0 split_feature=132 376 133 split_gain=3.5571 3.87452 3.47549 threshold=0.081240000000000021 0.048375000000000008 -0.059329999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6265772073950498e-05 0.00038240926045057908 0.0002046969061933839 -4.4962383638789127e-05 leaf_weight=95.172160929374513 6.504860830551479 9.1667391196242516 5.6113369254744594 leaf_count=2083 69 124 178 internal_value=0 -4.22663e-05 0.000185883 internal_weight=0 104.339 12.1162 internal_count=2454 2207 247 is_linear=0 shrinkage=0.000400217 Tree=4515 num_leaves=4 num_cat=0 split_feature=131 403 4 split_gain=6.08341 4.13567 3.90233 threshold=0.088845000000000021 0.08888500000000002 0.42005000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.610414715225615e-05 -0.00038801118822317631 -0.00035983901071597551 0.00039074893269603082 leaf_weight=103.30631596069725 8.2601439114660007 3.8652608591219169 1.0839347054134112 leaf_count=1929 312 183 39 internal_value=0 4.07428e-05 -0.000294116 internal_weight=0 107.172 9.34408 internal_count=2463 2112 351 is_linear=0 shrinkage=0.000400217 Tree=4516 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=3.91313 4.26507 threshold=0.084835000000000008 -0.027784999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012025444331370851 -0.021855476669187041 -0.0011976751663471806 leaf_weight=11.146009341173338 3.375525469047715 104.30315853402135 leaf_count=190 49 2240 internal_value=0 8.9362e-05 internal_weight=0 115.449 internal_count=2479 2430 is_linear=0 shrinkage=0.0204111 Tree=4517 num_leaves=4 num_cat=0 split_feature=15 33 42 split_gain=3.59169 3.54602 3.12197 threshold=0.097210000000000019 -1.0000000180025095e-35 0.12253000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0218640627493949 -0.022114634373641393 0.0020321237915454922 0.0085890940171673841 leaf_weight=2.5402865977957836 4.9172248100076095 105.91512425083056 1.8316753592807797 leaf_count=29 216 2155 37 internal_value=0 0.00145045 -0.0137774 internal_weight=0 108.455 6.7489 internal_count=2437 2184 253 is_linear=0 shrinkage=0.0204111 Tree=4518 num_leaves=4 num_cat=0 split_feature=0 2 2 split_gain=3.97639 6.42406 6.09913 threshold=-0.13314999999999996 0.12389500000000002 0.080060000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.029291877262775226 -0.0052943126827493083 0.011439440134375534 0.0024870524921270019 leaf_weight=3.8115545691689467 64.68307556801301 11.103965822549069 36.163292234836263 leaf_count=23 1898 194 336 internal_value=0 -0.0028293 0.00511754 internal_weight=0 75.787 39.9748 internal_count=2451 2092 359 is_linear=0 shrinkage=0.0204111 Tree=4519 num_leaves=4 num_cat=0 split_feature=1 44 52 split_gain=4.05093 6.04663 0.750312 threshold=0.13840500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00091137652693014588 0.0079901565615393341 -0.028044821168246158 0.023158895732117046 leaf_weight=107.19979345273168 2.4406621432281099 2.9790073963813475 3.5265602012514128 leaf_count=2283 41 45 69 internal_value=0 0.000100784 0.0172161 internal_weight=0 110.179 5.96722 internal_count=2438 2328 110 is_linear=0 shrinkage=0.0204111 Tree=4520 num_leaves=4 num_cat=0 split_feature=160 159 15 split_gain=3.54048 3.56145 0.130989 threshold=-0.40446999999999994 -0.47141999999999995 -0.10753999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0071398218304481982 0.031780369953850043 0.00097458298169326107 -0.022620142539446907 leaf_weight=0.39306381577625904 1.4736290683213145 113.21354019561841 2.5434250629259614 leaf_count=14 18 2262 180 internal_value=0 0.00140102 -0.0208864 internal_weight=0 114.687 2.93649 internal_count=2474 2280 194 is_linear=0 shrinkage=0.0204111 Tree=4521 num_leaves=4 num_cat=0 split_feature=42 39 124 split_gain=3.87291 3.86162 3.7055 threshold=-1.0000000180025095e-35 0.16946000000000003 -0.027784999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012427920210476586 0.014968476164904116 0.025033893546536332 0.00024744913411615715 leaf_weight=14.413184123688549 7.6220283252769141 1.1410945653915412 90.322465718272724 leaf_count=673 152 2 1631 internal_value=0 -0.00952037 0.00140882 internal_weight=0 15.5543 97.9445 internal_count=2458 675 1783 is_linear=0 shrinkage=0.0204111 Tree=4522 num_leaves=4 num_cat=0 split_feature=128 52 2 split_gain=3.17455 3.25831 0.743276 threshold=0.085185000000000025 -0.51498499999999992 0.10855000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020557358613756821 -0.025037151945653553 0.00096549655106718249 -0.0019249329205841283 leaf_weight=2.898185121593996 2.464391728120972 110.53110119155463 0.77341044016065996 leaf_count=175 142 2135 27 internal_value=0 0.000395845 -0.0197652 internal_weight=0 113.429 3.2378 internal_count=2479 2310 169 is_linear=0 shrinkage=0.0204111 Tree=4523 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=4.86149 7.81615 3.95105 threshold=1.0000000180025095e-35 0.10812000000000001 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021204257922020217 0.00010935424248324632 0.0003117778537326383 -9.1959978429720821e-05 leaf_weight=26.414110738478488 64.624641659582267 5.4074360057711592 20.485370620153844 leaf_count=1261 963 16 232 internal_value=0 -0.000122249 6.08422e-05 internal_weight=0 31.8215 85.11 internal_count=2472 1277 1195 is_linear=0 shrinkage=0.000400217 Tree=4524 num_leaves=4 num_cat=0 split_feature=14 124 160 split_gain=3.94047 3.89951 0.101105 threshold=0.076175000000000007 -0.043384999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025055609304237337 -0.00055102392863081524 2.1918022370826593e-06 -0.00032265938800715932 leaf_weight=11.118190812761894 1.330411624745466 102.97687405560282 1.378051497042178 leaf_count=197 35 2186 43 internal_value=0 2.6616e-05 -0.000452255 internal_weight=0 114.095 2.70846 internal_count=2461 2383 78 is_linear=0 shrinkage=0.000400217 Tree=4525 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=4.04705 4.48206 threshold=-0.094929999999999987 -0.06001999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050221129578710826 0.00010519308455720004 -6.1383906128767145e-05 leaf_weight=2.5379073971416792 40.163992704998236 72.235261999841896 leaf_count=41 708 1679 internal_value=0 -1.81496e-06 internal_weight=0 112.399 internal_count=2428 2387 is_linear=0 shrinkage=0.000400217 Tree=4526 num_leaves=4 num_cat=0 split_feature=160 15 15 split_gain=4.01101 3.71779 0.104413 threshold=-0.40446999999999994 -0.25061999999999995 -0.099774999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017983660541833897 0.00026619462048412473 1.8975985794707184e-05 -0.00044563101152174898 leaf_weight=0.49364681402221355 10.592038091155699 108.85685859105433 2.6197509507765053 leaf_count=20 191 2101 172 internal_value=0 4.11267e-05 -0.000411194 internal_weight=0 119.449 3.1134 internal_count=2484 2292 192 is_linear=0 shrinkage=0.000400217 Tree=4527 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=3.81768 3.78885 threshold=0.081930000000000017 0.30863500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010381634393559125 -0.024968067489212813 0.020430746953880832 leaf_weight=108.94386268188828 2.5784647916443637 3.4237786284647873 leaf_count=2368 36 98 internal_value=0 -0.000364331 internal_weight=0 112.368 internal_count=2502 2466 is_linear=0 shrinkage=0.0204111 Tree=4528 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=3.06004 3.21062 1.41373 threshold=0.076175000000000007 -0.10115999999999999 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068730551796333614 -0.033145843516485814 -0.00085715405835065477 -0.0059703011753300481 leaf_weight=30.503353533451445 1.4140719850547614 83.182323807683133 1.799130965664516 leaf_count=299 16 2099 70 internal_value=0 0.00122168 -0.0186432 internal_weight=0 113.686 3.2132 internal_count=2484 2398 86 is_linear=0 shrinkage=0.0204111 Tree=4529 num_leaves=4 num_cat=0 split_feature=147 43 150 split_gain=3.55282 4.34323 1.49649 threshold=0.089025000000000007 -0.063379999999999978 0.087790000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043789497178220839 0.0029626274766590736 -0.0039119389049753822 0.020430165782610039 leaf_weight=43.489309742275509 3.5827952111139876 66.320348299021134 4.7822974679293111 leaf_count=1070 41 1289 57 internal_value=0 -0.000627277 0.0130867 internal_weight=0 109.81 8.36509 internal_count=2457 2359 98 is_linear=0 shrinkage=0.0204111 Tree=4530 num_leaves=4 num_cat=0 split_feature=16 52 43 split_gain=4.11638 4.53237 4.44085 threshold=0.066010000000000013 0.18635500000000002 -0.52334499999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032178735010165061 0.022999937313444015 -0.014435050877389183 -0.010431178490529195 leaf_weight=81.127631018011016 1.6916334549896443 6.4372449503280214 20.975669447318069 leaf_count=1726 9 256 445 internal_value=0 0.00190336 -0.00783547 internal_weight=0 87.5649 22.6673 internal_count=2436 1982 454 is_linear=0 shrinkage=0.0204111 Tree=4531 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=4.08232 4.03331 threshold=0.089935000000000015 -0.13314999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0057890695254535574 -0.022555965165707566 -0.002292442317890274 leaf_weight=40.2336755603028 3.1425422532483926 70.90569265341037 leaf_count=350 40 2087 internal_value=0 0.000636036 internal_weight=0 111.139 internal_count=2477 2437 is_linear=0 shrinkage=0.0204111 Tree=4532 num_leaves=4 num_cat=0 split_feature=133 1456 1 split_gain=3.53218 3.60208 2.97418 threshold=0.10637000000000002 1.0000000180025095e-35 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8144952246574451e-05 -0.00050047106751430236 -0.00039433228105238086 0.00024706335758712777 leaf_weight=108.28554967317905 3.8027764768485204 3.388702652155188 1.0153603920480234 leaf_count=1950 316 179 33 internal_value=0 5.24609e-06 -0.000340904 internal_weight=0 111.674 4.81814 internal_count=2478 2129 349 is_linear=0 shrinkage=0.000400217 Tree=4533 num_leaves=4 num_cat=0 split_feature=131 132 12 split_gain=5.32513 4.3599 1.21122 threshold=0.092225000000000015 0.081240000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050746423573785632 0.00071266457611065441 0.013967540216100655 -0.022940308334449423 leaf_weight=101.19645093227882 1.0886075884336603 9.368654578982385 4.9682842277688897 leaf_count=2089 41 133 226 internal_value=0 0.000731954 -0.0187534 internal_weight=0 110.565 6.05689 internal_count=2489 2222 267 is_linear=0 shrinkage=0.0204111 Tree=4534 num_leaves=4 num_cat=0 split_feature=1213 42 13 split_gain=3.70759 3.13016 1.43461 threshold=-1.0000000180025095e-35 -0.40186499999999997 -0.13578999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0175156576037158 -0.029473118497720902 0.0016519257653084792 -0.021498924358341928 leaf_weight=0.35172288073226798 1.2509114124113683 110.50116529192019 3.8995374418009296 leaf_count=2 9 2087 375 internal_value=0 0.00127437 -0.0179044 internal_weight=0 111.752 4.25126 internal_count=2473 2096 377 is_linear=0 shrinkage=0.0204111 Tree=4535 num_leaves=3 num_cat=0 split_feature=39 157 split_gain=3.18339 4.02395 threshold=0.16946000000000003 -0.084489999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017141284040498913 0.023478989946078138 0.00041488271034411262 leaf_weight=5.615737249099765 2.2484007845632723 107.85672480058565 leaf_count=193 21 2268 internal_value=0 -0.00047001 internal_weight=0 113.472 internal_count=2482 2461 is_linear=0 shrinkage=0.0204111 Tree=4536 num_leaves=4 num_cat=0 split_feature=376 13 15 split_gain=4.15938 3.98265 0.95292 threshold=0.048375000000000008 -0.48249499999999995 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031950156666216216 0.00037380047287831727 -3.8422428307874768e-05 0.00011436667936476552 leaf_weight=5.1214374807314007 4.9895687574753538 102.67150078172563 4.3335574696538952 leaf_count=60 103 2283 36 internal_value=0 -2.11029e-05 0.000255999 internal_weight=0 107.793 9.32313 internal_count=2482 2343 139 is_linear=0 shrinkage=0.000400217 Tree=4537 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=3.39805 5.2294 4.89332 threshold=0.10114000000000002 0.09864500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010187542818510377 0.011828024911449551 -0.021303760849259001 -0.0014869302504695327 leaf_weight=57.308635696681449 20.410097534244414 5.7231949986307873 26.103277095709927 leaf_count=1563 362 271 258 internal_value=0 -0.00289511 0.00437005 internal_weight=0 63.0318 46.5134 internal_count=2454 1834 620 is_linear=0 shrinkage=0.0204111 Tree=4538 num_leaves=3 num_cat=0 split_feature=2 160 split_gain=3.86521 4.59259 threshold=-0.14169499999999999 -0.091944999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018560980101961982 -0.013850074528605582 0.0012665448174651131 leaf_weight=4.7713222281308836 9.0277199745469243 99.702684803574812 leaf_count=63 352 1996 internal_value=0 -1.52168e-06 internal_weight=0 108.73 internal_count=2411 2348 is_linear=0 shrinkage=0.0204111 Tree=4539 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=4.6239 4.34202 threshold=0.062655000000000016 -0.097754999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0068381285415215799 -0.026864351561723766 -0.0021048131075002471 leaf_weight=31.657435396045912 2.5277470832079407 78.416517679390381 leaf_count=308 75 2055 internal_value=0 0.000471526 internal_weight=0 110.074 internal_count=2438 2363 is_linear=0 shrinkage=0.0204111 Tree=4540 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=4.11213 4.08679 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057926773656570498 9.1038348874661532e-05 -6.3695148945000626e-05 leaf_weight=1.8879754501394916 46.19231940608006 66.645839473829255 leaf_count=18 411 2018 internal_value=0 -3.24768e-07 internal_weight=0 112.838 internal_count=2447 2429 is_linear=0 shrinkage=0.000400217 Tree=4541 num_leaves=4 num_cat=0 split_feature=1 159 47 split_gain=4.60659 5.36987 3.60798 threshold=0.10114000000000002 0.091305000000000011 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013160521124858384 0.0095336782637614366 -0.022151132209449375 -0.0023544531912645644 leaf_weight=64.452034378031385 29.794657295569777 5.4913243131450136 16.447539192391559 leaf_count=1705 456 167 156 internal_value=0 -0.00298462 0.0053098 internal_weight=0 69.9434 46.2422 internal_count=2484 1872 612 is_linear=0 shrinkage=0.0204111 Tree=4542 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=3.7897 7.38789 4.44405 threshold=0.077655000000000016 0.084805000000000019 -0.049149999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023962410926700981 0.036063253311721714 0.0027331480824914108 -0.0068698568196614729 leaf_weight=43.023895294172689 2.982360869995321 26.731003207401955 43.031952507502865 leaf_count=769 54 780 871 internal_value=0 0.00620135 -0.00224015 internal_weight=0 29.7134 86.0558 internal_count=2474 834 1640 is_linear=0 shrinkage=0.0204111 Tree=4543 num_leaves=4 num_cat=0 split_feature=4 16 14 split_gain=3.74803 4.49461 2.20001 threshold=0.27190000000000009 -0.35278499999999996 -0.46885499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033614812661281575 -0.00016323985236804285 -1.4139767914962902e-05 0.00019887051806201185 leaf_weight=7.4255956141278139 3.0639348670374629 88.187060772455879 18.15535007044673 leaf_count=101 39 2088 259 internal_value=0 -3.95119e-05 0.000146002 internal_weight=0 95.6127 21.2193 internal_count=2487 2189 298 is_linear=0 shrinkage=0.000400217 Tree=4544 num_leaves=4 num_cat=0 split_feature=12 3 12 split_gain=4.00082 3.73187 1.65124 threshold=0.11610500000000001 -0.097754999999999995 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0073226017158857029 -0.033930363122646738 -0.00083416584664062132 -0.0082562356898549395 leaf_weight=32.739085544235422 1.5800829545769364 80.886703638738254 2.9971006080231746 leaf_count=367 48 2032 80 internal_value=0 0.00152094 -0.0177177 internal_weight=0 113.626 4.57718 internal_count=2527 2399 128 is_linear=0 shrinkage=0.0204111 Tree=4545 num_leaves=4 num_cat=0 split_feature=124 16 42 split_gain=3.89458 4.47333 1.97654 threshold=-0.043384999999999993 0.25694000000000006 -0.088814999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011815942952663124 7.2201693354704389e-07 -0.00027119579684567593 0.00029099537584124523 leaf_weight=2.2769494224339715 95.314385232457425 10.675236452094394 9.6995669752068334 leaf_count=25 1933 299 178 internal_value=0 -2.69227e-05 0.000212834 internal_weight=0 105.99 11.9765 internal_count=2435 2232 203 is_linear=0 shrinkage=0.000400217 Tree=4546 num_leaves=4 num_cat=0 split_feature=13 160 4 split_gain=3.43195 3.77604 1.75223 threshold=-0.24588999999999997 0.10210000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.005223668853190859 0.00077721366403299505 -0.014585958528049725 0.022113664991694596 leaf_weight=6.8119267984293401 98.25616819341667 7.0376140294683855 4.0830202638753672 leaf_count=52 2197 164 78 internal_value=0 -0.000264032 0.011714 internal_weight=0 105.294 10.8949 internal_count=2491 2361 130 is_linear=0 shrinkage=0.0204111 Tree=4547 num_leaves=4 num_cat=0 split_feature=2 128 2 split_gain=3.78058 3.81621 0.190894 threshold=0.14753000000000002 0.085185000000000025 0.16634000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.435164492512846e-05 0.011271714908160337 -0.023013864869366935 0.020374476730670912 leaf_weight=111.89648169550492 2.2063982111867508 2.9876526906591598 3.0420401336159557 leaf_count=2206 51 158 61 internal_value=0 -0.000673258 0.0168631 internal_weight=0 114.884 5.24844 internal_count=2476 2364 112 is_linear=0 shrinkage=0.0204111 Tree=4548 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=3.46698 5.09428 4.66757 threshold=-0.0044549999999999998 0.082230000000000011 -0.18024499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016371493557921932 0.017112255575275223 0.010343432496138465 0.00080329890863462146 leaf_weight=10.104405223435604 7.8371171464677891 4.1059265490621319 91.242550384544302 leaf_count=527 62 118 1722 internal_value=0 -0.00863198 0.00211118 internal_weight=0 14.2103 99.0797 internal_count=2429 645 1784 is_linear=0 shrinkage=0.0204111 Tree=4549 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.21027 3.23527 threshold=-1.0000000180025095e-35 0.14753000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022552719984064738 -0.0010771132420109772 0.014436721122680685 leaf_weight=2.5144235935877068 107.83494579805119 5.7947204906959078 leaf_count=70 2289 118 internal_value=0 -0.000272528 internal_weight=0 113.63 internal_count=2477 2407 is_linear=0 shrinkage=0.0204111 Tree=4550 num_leaves=4 num_cat=0 split_feature=16 1375 16 split_gain=3.76771 3.42531 1.05655 threshold=0.41833000000000004 -0.097394999999999982 0.63330000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020474957135624656 -0.023908541433524735 0.0014422283284677513 -0.00040557583676388624 leaf_weight=2.9464313294738522 3.2799095389054846 103.70985474244662 1.0466526405216425 leaf_count=52 114 2206 50 internal_value=0 0.000815918 -0.0183765 internal_weight=0 106.656 4.32656 internal_count=2422 2258 164 is_linear=0 shrinkage=0.0204111 Tree=4551 num_leaves=3 num_cat=0 split_feature=1373 1373 split_gain=3.31582 2.98029 threshold=0.099250000000000019 0.089075000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.770186740544377e-06 -0.027045722490770613 0.023334890824840745 leaf_weight=111.2212496297434 1.7408653323072929 2.2165624129120252 leaf_count=2434 18 21 internal_value=0 0.000481238 internal_weight=0 113.438 internal_count=2473 2455 is_linear=0 shrinkage=0.0204111 Tree=4552 num_leaves=3 num_cat=0 split_feature=2 1456 split_gain=5.18215 3.69643 threshold=-0.13033999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038944497755377975 -0.00042582696240140859 -1.9990199311180766e-05 leaf_weight=4.7230539263691744 3.613544829611782 102.97708525219059 leaf_count=58 241 2173 internal_value=0 -3.41809e-05 internal_weight=0 106.591 internal_count=2472 2414 is_linear=0 shrinkage=0.000400217 Tree=4553 num_leaves=3 num_cat=0 split_feature=44 483 split_gain=3.28711 3.42489 threshold=1.0000000180025095e-35 0.10297500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014665787428517062 -0.019038618310640798 -0.021262396093326145 leaf_weight=111.73587862050772 3.4373230650089672 2.7201216188259414 leaf_count=2354 45 100 internal_value=0 0.000906158 internal_weight=0 114.456 internal_count=2499 2454 is_linear=0 shrinkage=0.0204111 Tree=4554 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=3.86783 3.61356 1.62658 threshold=-0.49367499999999992 -0.0058249999999999994 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.005353162797342422 -0.0013296940245861924 0.0099031325569071422 -0.026918919906915858 leaf_weight=2.8583199188578874 90.041942922522139 13.639301431947386 3.0142154106870285 leaf_count=44 2206 144 81 internal_value=0 0.000157077 -0.0167188 internal_weight=0 103.681 5.87254 internal_count=2475 2350 125 is_linear=0 shrinkage=0.0204111 Tree=4555 num_leaves=4 num_cat=0 split_feature=1 47 42 split_gain=5.31012 5.1009 2.24321 threshold=0.12212000000000002 0.11893500000000001 0.10017000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2106584371491972e-05 0.00014791999810787867 -0.00054327539499334366 0.00053636880973122398 leaf_weight=97.988778930091939 11.047516904131042 2.8722777964139814 2.9806286066304883 leaf_count=2198 184 44 48 internal_value=0 -2.78186e-05 0.000234049 internal_weight=0 100.861 14.0281 internal_count=2474 2242 232 is_linear=0 shrinkage=0.000400217 Tree=4556 num_leaves=4 num_cat=0 split_feature=39 13 43 split_gain=4.21971 4.87669 2.33841 threshold=0.0095750000000000019 -0.15340499999999999 -0.040789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018945231112096932 0.00027874468762652965 -5.7115850811705652e-05 -4.5492732906199533e-05 leaf_weight=15.021933335112406 12.988039612479044 84.990909857937368 4.8546943789697243 leaf_count=159 207 2034 63 internal_value=0 -1.99109e-05 0.000190792 internal_weight=0 100.013 17.8427 internal_count=2463 2193 270 is_linear=0 shrinkage=0.000400217 Tree=4557 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=3.6809 5.0358 3.44102 threshold=0.10098000000000001 0.09864500000000001 0.10255000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7729444504309029e-05 0.00016001089978506068 -0.00043965875017515517 -6.0875041777006702e-05 leaf_weight=64.857559753509122 29.321575077716261 5.3005301440134636 18.254644423315767 leaf_count=1594 421 258 192 internal_value=0 -6.87479e-05 7.53147e-05 internal_weight=0 70.1581 47.5762 internal_count=2465 1852 613 is_linear=0 shrinkage=0.000400217 Tree=4558 num_leaves=4 num_cat=0 split_feature=484 151 2 split_gain=5.72167 3.14233 2.34997 threshold=-0.0068949999999999992 -0.52082499999999987 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047028445332811453 -0.00046760290927811104 4.5437050073776396e-05 -3.506267833368669e-05 leaf_weight=5.1602141591283708 1.8371994653134596 102.36908268358093 3.2200909094390227 leaf_count=357 38 2002 47 internal_value=0 3.58998e-05 -0.00030572 internal_weight=0 104.206 8.38031 internal_count=2444 2040 404 is_linear=0 shrinkage=0.000400217 Tree=4559 num_leaves=3 num_cat=0 split_feature=1373 1456 split_gain=3.9317 4.00054 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002574071716536844 -0.027639927367576637 -0.019147247743641564 leaf_weight=106.09548020594957 1.8042206442914892 3.5429029993829309 leaf_count=2189 18 221 internal_value=0 0.00185334 internal_weight=0 109.638 internal_count=2428 2410 is_linear=0 shrinkage=0.0204111 Tree=4560 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=3.81945 4.64734 threshold=0.076175000000000007 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013975576471653991 -0.00047087012459635664 -3.8329411746931728e-05 leaf_weight=32.499197058612481 2.5771001160610458 83.642430391926609 leaf_count=299 75 2101 internal_value=0 1.15897e-05 internal_weight=0 116.142 internal_count=2475 2400 is_linear=0 shrinkage=0.000400217 Tree=4561 num_leaves=4 num_cat=0 split_feature=52 1 16 split_gain=4.65057 4.33247 1.86968 threshold=-0.24526499999999998 0.13840500000000003 0.052690000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021217237339608974 -1.0010886353341157e-05 0.00039649669649963995 -0.00043328686523191797 leaf_weight=0.76000483112875272 98.668658790171321 4.2739596588071427 5.3104469653626438 leaf_count=7 2077 106 263 internal_value=0 7.2789e-06 -0.000350098 internal_weight=0 102.943 6.07045 internal_count=2453 2183 270 is_linear=0 shrinkage=0.000400217 Tree=4562 num_leaves=4 num_cat=0 split_feature=457 124 1 split_gain=4.52859 4.70477 4.5011 threshold=0.080930000000000016 -0.043384999999999993 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022057220888587389 -0.00011332735526798827 -6.8110584906064213e-05 0.00030205254001685868 leaf_weight=9.9694702334236336 5.9965579443378401 87.820751630482846 13.308614276815204 leaf_count=169 82 2093 119 internal_value=0 -3.84615e-05 0.000173118 internal_weight=0 97.7902 19.3052 internal_count=2463 2262 201 is_linear=0 shrinkage=0.000400217 Tree=4563 num_leaves=4 num_cat=0 split_feature=474 44 1 split_gain=3.99378 4.08539 0.172353 threshold=-1.0000000180025095e-35 0.081805000000000017 0.10638500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038186195638309706 3.6593942360608153e-05 -0.00039648747077924333 -0.00071825957170650848 leaf_weight=1.2392267411923956 110.00134341795638 3.4914093995466819 0.72124797524884332 leaf_count=83 2316 45 19 internal_value=0 2.28933e-05 -0.00053774 internal_weight=0 113.493 1.96047 internal_count=2463 2361 102 is_linear=0 shrinkage=0.000400217 Tree=4564 num_leaves=4 num_cat=0 split_feature=1456 42 2 split_gain=3.20198 3.62644 0.309849 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.08154500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0080114869862908944 -0.0021132598864736507 0.0024576854272746291 -0.022855449334793939 leaf_weight=16.019330771894602 0.36577758548082728 94.678032950032502 2.5290965364692966 leaf_count=655 13 1578 198 internal_value=0 0.000936097 -0.0204109 internal_weight=0 110.697 2.89487 internal_count=2444 2233 211 is_linear=0 shrinkage=0.0204111 Tree=4565 num_leaves=4 num_cat=0 split_feature=456 158 16 split_gain=3.43449 3.66949 1.81183 threshold=0.088355000000000003 0.084765000000000021 -0.42607499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022515050674773505 -0.032195650185807292 -0.01182034008530345 -0.0068457771946385144 leaf_weight=104.02638701076648 1.6921785864979026 8.2275198080023966 3.6113222425919949 leaf_count=2123 14 271 93 internal_value=0 0.00120937 -0.0154325 internal_weight=0 112.254 5.3035 internal_count=2501 2394 107 is_linear=0 shrinkage=0.0204111 Tree=4566 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=3.3469 6.11988 3.52683 threshold=0.27190000000000009 0.080455000000000013 0.12230500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011352905949483536 0.010314830862227292 -0.025833448694192383 -0.013765863794980094 leaf_weight=89.611121140194882 17.349588599754501 4.2730243594269259 2.8642902709543696 leaf_count=2087 265 107 19 internal_value=0 -0.00228883 0.00684558 internal_weight=0 93.8841 20.2139 internal_count=2478 2194 284 is_linear=0 shrinkage=0.0204111 Tree=4567 num_leaves=3 num_cat=0 split_feature=453 150 split_gain=3.49607 4.29881 threshold=0.10218000000000001 -0.096799999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018564812073933075 -0.026140038942895745 0.00071647134883819465 leaf_weight=5.8117301292950279 1.8088145069777954 110.60211688843265 leaf_count=40 14 2431 internal_value=0 0.0016245 internal_weight=0 116.414 internal_count=2485 2471 is_linear=0 shrinkage=0.0204111 Tree=4568 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=2.97776 3.25121 threshold=-1.0000000180025095e-35 -0.10072999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022677186643111528 0.0046190709654545707 -0.002985075116534962 leaf_weight=2.1869545924710101 32.847812719744979 80.875669891043799 leaf_count=66 363 2074 internal_value=0 -0.000786316 internal_weight=0 113.723 internal_count=2503 2437 is_linear=0 shrinkage=0.0204111 Tree=4569 num_leaves=3 num_cat=0 split_feature=4 3 split_gain=3.81044 3.49692 threshold=0.51167000000000018 -0.59414999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016086379691098837 0.00040347574224958605 -6.3443866064174463e-06 leaf_weight=0.10663153231143851 3.5851984028122379 111.80355589228566 leaf_count=1 112 2342 internal_value=0 -9.47743e-06 internal_weight=0 111.91 internal_count=2455 2343 is_linear=0 shrinkage=0.000400217 Tree=4570 num_leaves=4 num_cat=0 split_feature=13 160 13 split_gain=4.02334 5.90897 4.32572 threshold=-0.084024999999999975 -0.082024999999999987 -0.034809999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015891952233493736 -0.014907378238946483 0.0085258397008371005 -0.0014195244898463472 leaf_weight=4.7092041512078131 11.418192529366932 28.875415994451032 70.561631824399228 leaf_count=204 587 523 1120 internal_value=0 0.00506057 -0.00331589 internal_weight=0 33.5846 81.9798 internal_count=2434 727 1707 is_linear=0 shrinkage=0.0204111 Tree=4571 num_leaves=4 num_cat=0 split_feature=133 1 39 split_gain=3.72262 3.26974 3.00606 threshold=0.10637000000000002 0.109225 0.16946000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019646205013619357 -0.026024813133276814 0.013867255478735982 0.023701476533775332 leaf_weight=108.38022938701033 3.7918040201911927 1.0190584813244639 2.2032808936201027 leaf_count=2077 311 31 19 internal_value=0 -0.0174515 0.000688279 internal_weight=0 4.81086 110.584 internal_count=2438 342 2096 is_linear=0 shrinkage=0.0204111 Tree=4572 num_leaves=4 num_cat=0 split_feature=12 16 2 split_gain=4.91447 4.9231 3.25793 threshold=0.084045000000000022 -0.24404999999999996 0.084045000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011194754255094402 0.0045491211739039222 -0.010029689458798936 0.00084941758606087018 leaf_weight=16.626098312524846 14.129330171737818 29.966012232769572 52.421728127461392 leaf_count=239 142 1480 598 internal_value=0 -0.00535856 0.00335457 internal_weight=0 44.0953 69.0478 internal_count=2459 1622 837 is_linear=0 shrinkage=0.0204111 Tree=4573 num_leaves=4 num_cat=0 split_feature=1 49 43 split_gain=3.69837 5.04475 3.88626 threshold=0.098950000000000024 -0.088014999999999996 -0.010064999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021901840341145427 0.011835326943248136 -0.0011390849250312964 -0.00017623875991189754 leaf_weight=5.183743196190334 18.804572466528043 61.62192116582446 27.579820209357422 leaf_count=83 308 1716 341 internal_value=0 -0.00278411 0.00471011 internal_weight=0 66.8057 46.3844 internal_count=2448 1799 649 is_linear=0 shrinkage=0.0204111 Tree=4574 num_leaves=4 num_cat=0 split_feature=4 40 160 split_gain=3.55419 3.66201 3.36919 threshold=-0.49367499999999992 -0.012109999999999998 -0.40446999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013501122114902098 -0.00040707845640336005 -0.0004899524656356342 3.2826910760809462e-05 leaf_weight=2.2090962640941143 2.7512641156936288 4.3247381332330397 107.38566227405681 leaf_count=18 184 113 2143 internal_value=0 -0.000279937 2.14356e-05 internal_weight=0 6.53383 110.137 internal_count=2458 131 2327 is_linear=0 shrinkage=0.000400217 Tree=4575 num_leaves=4 num_cat=0 split_feature=1 16 1 split_gain=4.70161 10.7945 4.04148 threshold=1.0000000180025095e-35 0.0060650000000000009 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019205996222463575 0.019177977431145705 0.0047803180802359095 0.00092226674050078312 leaf_weight=15.468053402626539 5.2841538911452508 15.61434566954267 79.502430577398627 leaf_count=1011 51 275 1167 internal_value=0 -0.00718248 0.00208381 internal_weight=0 31.0824 84.7866 internal_count=2504 1286 1218 is_linear=0 shrinkage=0.0204111 Tree=4576 num_leaves=4 num_cat=0 split_feature=52 52 15 split_gain=4.2236 9.96565 3.63429 threshold=-0.046989999999999997 -0.0064899999999999992 0.048235000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013573055534948152 -0.00047875075021785578 -6.9485361839833537e-06 -0.00031496388773727732 leaf_weight=38.071209055036888 7.9169690398412049 67.139427661677473 2.9930908244132288 leaf_count=654 203 1570 77 internal_value=0 -5.73534e-05 0.000102113 internal_weight=0 75.0564 41.0643 internal_count=2504 1773 731 is_linear=0 shrinkage=0.000400217 Tree=4577 num_leaves=4 num_cat=0 split_feature=1 0 1447 split_gain=4.15437 4.42594 4.3171 threshold=0.094405000000000003 -0.23211999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022408681028248775 -0.018195196786873008 -0.0029913071034056221 0.0075771360452631361 leaf_weight=2.8960873042233279 2.762107921531423 57.412826374042197 48.673698293976486 leaf_count=22 35 1687 699 internal_value=0 -0.00173231 0.00615664 internal_weight=0 60.3089 51.4358 internal_count=2443 1709 734 is_linear=0 shrinkage=0.0204111 Tree=4578 num_leaves=3 num_cat=0 split_feature=1375 131 split_gain=3.73387 3.69733 threshold=-0.43150999999999995 0.08844500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03065599216357583 0.00043403733125535617 -0.012667387373716961 leaf_weight=1.6584580936469127 97.658816951836343 9.7693759780377132 leaf_count=13 2078 354 internal_value=0 -0.000769337 internal_weight=0 107.428 internal_count=2445 2432 is_linear=0 shrinkage=0.0204111 Tree=4579 num_leaves=4 num_cat=0 split_feature=1 3 132 split_gain=5.62949 5.21174 3.87225 threshold=1.0000000180025095e-35 0.11439500000000001 0.081465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011881876867032732 0.00075614847826131824 0.010384725943998136 0.017348137845456756 leaf_weight=25.883750646680713 79.609671010868624 5.1761889159679404 6.214825435425154 leaf_count=1254 1104 17 121 internal_value=0 -0.00814714 0.00197867 internal_weight=0 31.0599 85.8245 internal_count=2496 1271 1225 is_linear=0 shrinkage=0.0204111 Tree=4580 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=3.70185 3.78745 threshold=0.10208000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013376452381302585 -0.027763264846124333 0.00010303285671205981 leaf_weight=9.7185135768959281 1.7467481177154685 100.69734218814847 leaf_count=187 30 2242 internal_value=0 0.00128369 internal_weight=0 110.416 internal_count=2459 2429 is_linear=0 shrinkage=0.0204111 Tree=4581 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=3.50705 4.37734 0.90545 threshold=-0.49367499999999992 -0.0029549999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013372654185177455 -3.0384432432360373e-05 0.00019097148986313935 -0.00046859100304790099 leaf_weight=2.4329583244398236 95.441509145137388 16.717679621593561 2.9802292520180336 leaf_count=33 2180 160 94 internal_value=0 2.76691e-06 -0.000323846 internal_weight=0 112.159 5.41319 internal_count=2467 2340 127 is_linear=0 shrinkage=0.000400217 Tree=4582 num_leaves=4 num_cat=0 split_feature=483 52 42 split_gain=4.0603 3.39686 0.327449 threshold=0.096460000000000018 0.077655000000000016 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.274891331106429e-06 -0.00049078404491963796 0.00015425848321592975 -0.00020055905369917312 leaf_weight=84.089049710892141 2.2899421122274357 27.160756670120463 1.1599183911166617 leaf_count=1549 62 791 79 internal_value=0 3.15215e-05 -0.000402576 internal_weight=0 111.25 3.44986 internal_count=2481 2340 141 is_linear=0 shrinkage=0.000400217 Tree=4583 num_leaves=4 num_cat=0 split_feature=43 13 13 split_gain=4.42841 4.16367 0.230492 threshold=0.25619500000000001 -0.084024999999999975 -0.19676999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014140502412720627 -0.00070182216210528932 -2.9683332078437374e-05 -0.00037733914751196616 leaf_weight=31.776289845933206 0.68549964250996742 79.705987976311008 2.1157117097754954 leaf_count=704 5 1621 130 internal_value=0 1.91757e-05 -0.000480668 internal_weight=0 111.482 2.80121 internal_count=2460 2325 135 is_linear=0 shrinkage=0.000400217 Tree=4584 num_leaves=4 num_cat=0 split_feature=2 4 4 split_gain=3.31792 7.68526 4.14781 threshold=0.08894500000000001 -0.083954999999999988 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027884362034089462 -0.00024179695083533591 -0.0001512159285876252 9.299474667147046e-05 leaf_weight=8.0148114407929807 6.384240287821739 36.756768561652279 68.114930525087402 leaf_count=305 99 993 1119 internal_value=0 -7.3725e-05 6.39848e-05 internal_weight=0 44.7716 74.4992 internal_count=2516 1298 1218 is_linear=0 shrinkage=0.000400217 Tree=4585 num_leaves=4 num_cat=0 split_feature=1 42 0 split_gain=4.05275 5.64395 4.68401 threshold=0.11332500000000002 0.093155000000000016 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063558272663523211 -0.021628877416630148 -0.018865228474966939 0.0096294584070451012 leaf_weight=79.186034781530907 2.0780175849795368 7.6588304440519996 23.313885817769915 leaf_count=1704 10 365 365 internal_value=0 -0.00226547 0.00698762 internal_weight=0 86.8449 25.3919 internal_count=2444 2069 375 is_linear=0 shrinkage=0.0204111 Tree=4586 num_leaves=4 num_cat=0 split_feature=474 1 52 split_gain=3.20142 3.41644 0.380564 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.074744999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01537927785727267 -0.0050112550569404671 0.0029031000089380617 -0.036468717162987302 leaf_weight=1.1265113570552783 31.60010648224852 80.067233044217573 0.7566876916680475 leaf_count=69 1239 1108 32 internal_value=0 0.000660685 -0.0254243 internal_weight=0 111.667 1.8832 internal_count=2448 2347 101 is_linear=0 shrinkage=0.0204111 Tree=4587 num_leaves=3 num_cat=0 split_feature=31 1 split_gain=3.12114 3.30597 threshold=-1.0000000180025095e-35 0.11588000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043758187103361832 -3.5981242587378408e-05 0.00013593784662825953 leaf_weight=2.5307089214329599 91.555865865680971 22.156418977188878 leaf_count=75 2105 291 internal_value=0 -2.38267e-06 internal_weight=0 113.712 internal_count=2471 2396 is_linear=0 shrinkage=0.000400217 Tree=4588 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=3.43448 6.28028 3.79868 threshold=0.097995000000000013 -0.060094999999999989 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014763511482632699 0.00038250064077552636 0.00012056944604611297 3.109091299105996e-05 leaf_weight=47.109896092239069 5.4629098389996207 19.770544427738059 42.644570915013901 leaf_count=1527 63 196 684 internal_value=0 -6.82821e-05 7.17912e-05 internal_weight=0 66.8804 48.1075 internal_count=2470 1723 747 is_linear=0 shrinkage=0.000400217 Tree=4589 num_leaves=4 num_cat=0 split_feature=15 43 11 split_gain=3.30293 5.93494 3.88854 threshold=0.048235000000000007 0.095890000000000017 0.088065000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028362711423216753 -0.01401486022861083 0.018315290883684263 -0.014550142400417087 leaf_weight=91.358062253151729 12.99367989078746 2.785320817900355 5.5821348327590377 leaf_count=1438 846 83 79 internal_value=0 -0.00821908 0.00181947 internal_weight=0 15.779 96.9402 internal_count=2446 929 1517 is_linear=0 shrinkage=0.0204111 Tree=4590 num_leaves=3 num_cat=0 split_feature=39 43 split_gain=3.03146 4.31375 threshold=0.16946000000000003 0.25619500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.627654732630416e-05 0.023445348505441738 -0.024999185351765867 leaf_weight=107.28153914555151 2.1142308684065929 2.8292509422244612 leaf_count=2303 22 140 internal_value=0 -0.000612254 internal_weight=0 110.111 internal_count=2465 2443 is_linear=0 shrinkage=0.0204111 Tree=4591 num_leaves=3 num_cat=0 split_feature=158 133 split_gain=3.37476 3.44583 threshold=0.11054500000000002 0.14391000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.6244525349529347e-05 -0.00042507551775167239 -0.00037830668784908153 leaf_weight=110.90666826601955 2.390307734560337 2.8911545339069553 leaf_count=2101 104 247 internal_value=0 4.48433e-05 internal_weight=0 113.798 internal_count=2452 2348 is_linear=0 shrinkage=0.000400217 Tree=4592 num_leaves=4 num_cat=0 split_feature=42 1 13 split_gain=4.06212 4.42335 4.36321 threshold=-0.0044549999999999998 0.10790500000000001 -0.5356749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019370378496808612 -0.025813293819058315 0.0048336385234673601 0.002185220734599157 leaf_weight=8.3717920158815087 2.263045613653957 4.9395377445034674 98.511986652330961 leaf_count=612 23 59 1794 internal_value=0 -0.0104234 0.00152852 internal_weight=0 13.3113 100.775 internal_count=2488 671 1817 is_linear=0 shrinkage=0.0204111 Tree=4593 num_leaves=4 num_cat=0 split_feature=15 13 151 split_gain=3.82939 5.5701 3.67154 threshold=0.084050000000000014 0.14530000000000001 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040530013049584139 -0.000382232008719723 0.00021669966292950829 5.4005896175561165e-05 leaf_weight=2.7569437173806355 8.0581556731631263 3.4895118534332132 99.424597506527789 leaf_count=53 776 55 1565 internal_value=0 -0.000200902 4.11834e-05 internal_weight=0 11.5477 102.182 internal_count=2449 831 1618 is_linear=0 shrinkage=0.000400217 Tree=4594 num_leaves=4 num_cat=0 split_feature=4 2 12 split_gain=3.94758 3.2983 2.11635 threshold=-0.49367499999999992 -0.58149499999999998 -0.077034999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028470341365812277 -0.075931753746559555 0.00096630149667131348 -0.024374593976208187 leaf_weight=1.6429801266640423 0.12093428522348304 105.22411572367128 4.0053054352756581 leaf_count=15 2 2366 106 internal_value=0 0.000797498 -0.0165549 internal_weight=0 105.345 5.64829 internal_count=2489 2368 121 is_linear=0 shrinkage=0.0204111 Tree=4595 num_leaves=4 num_cat=0 split_feature=403 3 13 split_gain=3.51029 3.45835 0.507196 threshold=0.08888500000000002 -0.53098999999999985 -0.10170999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025501774775734443 0.00045578233830476512 0.00043578490080214705 -0.022564697496234718 leaf_weight=2.2319326177239409 0.45242148032411966 106.15688222719473 2.9943613944924428 leaf_count=17 26 2239 186 internal_value=0 0.000977726 -0.0196238 internal_weight=0 108.389 3.44678 internal_count=2468 2256 212 is_linear=0 shrinkage=0.0204111 Tree=4596 num_leaves=3 num_cat=0 split_feature=151 3 split_gain=3.79858 3.59624 threshold=0.10561000000000002 -0.59414999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015936688211690324 -0.00044692371084972192 2.5528578870651436e-05 leaf_weight=0.10817243903875251 2.7156855780631295 116.98044899710658 leaf_count=1 58 2400 internal_value=0 2.25116e-05 internal_weight=0 117.089 internal_count=2459 2401 is_linear=0 shrinkage=0.000400217 Tree=4597 num_leaves=3 num_cat=0 split_feature=1444 13 split_gain=3.16992 3.75692 threshold=-0.084274999999999989 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026308726217966351 0.0055388383460821698 -0.0027419579410682972 leaf_weight=1.8027389420312818 32.892925870750332 73.896324369656213 leaf_count=29 735 1689 internal_value=0 -0.0001882 internal_weight=0 106.789 internal_count=2453 2424 is_linear=0 shrinkage=0.0204111 Tree=4598 num_leaves=4 num_cat=0 split_feature=14 3 147 split_gain=4.14456 3.56506 0.34073 threshold=0.076175000000000007 -0.097754999999999995 0.085610000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001270984808730657 -0.00032379904003484582 -3.3480914845614884e-05 -0.00068399139085401029 leaf_weight=30.466956827032845 1.2544232291693327 80.188375011857715 1.0898169013671575 leaf_count=311 72 2060 11 internal_value=0 1.08155e-05 -0.000514796 internal_weight=0 110.655 2.34424 internal_count=2454 2371 83 is_linear=0 shrinkage=0.000400217 Tree=4599 num_leaves=4 num_cat=0 split_feature=123 1373 2 split_gain=3.32391 4.29882 2.38965 threshold=1.0000000180025095e-35 0.085770000000000013 0.095105000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6966551613933872e-05 -0.0016297882656672988 -0.025197268609485887 0.017896803624455008 leaf_weight=100.85879131059482 4.0575295410817471 2.8107561308424911 7.1248683885787614 leaf_count=2210 96 43 121 internal_value=0 -0.000794224 0.0108657 internal_weight=0 103.67 11.1824 internal_count=2470 2253 217 is_linear=0 shrinkage=0.0204111 Tree=4600 num_leaves=4 num_cat=0 split_feature=4 131 40 split_gain=5.72875 4.44691 1.39921 threshold=-0.49121999999999993 0.092225000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0036408276616230477 0.0019767205996387574 -0.016758468053380975 -0.02528311459013061 leaf_weight=1.787921482697129 101.34852590018272 5.4560836096061385 4.3278564433567217 leaf_count=19 2083 256 112 internal_value=0 0.00100309 -0.0191353 internal_weight=0 106.805 6.11578 internal_count=2470 2339 131 is_linear=0 shrinkage=0.0204111 Tree=4601 num_leaves=3 num_cat=0 split_feature=376 457 split_gain=3.9078 4.13025 threshold=0.088470000000000007 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.6256509712189412e-05 0.0003642095561245693 0.00014585466378223223 leaf_weight=92.245672564131382 4.2754964962368822 19.528792399447411 leaf_count=2242 50 191 internal_value=0 -2.08338e-05 internal_weight=0 111.774 internal_count=2483 2433 is_linear=0 shrinkage=0.000400217 Tree=4602 num_leaves=4 num_cat=0 split_feature=39 47 13 split_gain=4.786 5.78683 2.78797 threshold=0.0095750000000000019 0.11893500000000001 -0.093419999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8770848271513633e-05 -0.00020551434972779022 -0.00047824913417932399 0.00023656735051981115 leaf_weight=89.447640375379706 2.5884169384371516 4.7253198796533971 15.485365321597781 leaf_count=2133 39 70 251 internal_value=0 -5.18655e-05 0.00017238 internal_weight=0 94.173 18.0738 internal_count=2493 2203 290 is_linear=0 shrinkage=0.000400217 Tree=4603 num_leaves=4 num_cat=0 split_feature=0 15 48 split_gain=5.5641 6.14551 5.78398 threshold=-0.10674499999999999 -0.031974999999999996 0.12649500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0055952350224624317 0.0017010463854164027 -0.011377253365259738 -0.01924813147306581 leaf_weight=43.906394001562148 25.822128303356294 35.417131088164751 4.1747994276374802 leaf_count=400 781 1245 30 internal_value=0 -0.00586962 0.00339842 internal_weight=0 61.2393 48.0812 internal_count=2456 2026 430 is_linear=0 shrinkage=0.0204111 Tree=4604 num_leaves=4 num_cat=0 split_feature=42 2 1365 split_gain=4.57598 5.0487 3.38753 threshold=-0.0044549999999999998 0.096540000000000015 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020753470912397522 0.0035843758552523541 0.0033302597762454194 -0.0174038914064128 leaf_weight=7.5866461094119568 93.329800174746197 6.8046072546785581 3.2077901752199969 leaf_count=470 1728 185 51 internal_value=0 -0.00942818 0.00286761 internal_weight=0 14.3913 96.5376 internal_count=2434 655 1779 is_linear=0 shrinkage=0.0204111 Tree=4605 num_leaves=4 num_cat=0 split_feature=15 150 4 split_gain=3.63298 7.79392 4.14801 threshold=-0.032264999999999995 -0.082924999999999985 -0.0016099999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01041592410769987 0.021382574857232269 -0.0075433238250347838 -0.0011528856058560049 leaf_weight=18.378427637871937 4.1341534601524463 45.45838571418426 42.737220631730452 leaf_count=365 25 1335 737 internal_value=0 -0.00508926 0.00233872 internal_weight=0 49.5925 61.1156 internal_count=2462 1360 1102 is_linear=0 shrinkage=0.0204111 Tree=4606 num_leaves=4 num_cat=0 split_feature=52 4 52 split_gain=3.75959 5.23858 3.9625 threshold=-0.047889999999999995 0.0063750000000000013 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073330813061566239 -0.015878229066938469 0.014933902356308218 -0.0016322698656004934 leaf_weight=27.789634449669393 9.2223722377093491 12.955685302455093 63.558784185937839 leaf_count=582 213 182 1518 internal_value=0 0.00427563 -0.00345905 internal_weight=0 40.7453 72.7812 internal_count=2495 764 1731 is_linear=0 shrinkage=0.0204111 Tree=4607 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=2.93639 3.32289 threshold=0.11475 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.1280046550952174e-05 -0.00047174914365562498 -5.7358978524298362e-05 leaf_weight=66.667049688228872 1.8360965156462032 47.20542463818856 leaf_count=788 14 1647 internal_value=0 2.38078e-05 internal_weight=0 113.872 internal_count=2449 2435 is_linear=0 shrinkage=0.000400217 Tree=4608 num_leaves=3 num_cat=0 split_feature=1375 1373 split_gain=4.16557 3.30991 threshold=-0.43150999999999995 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057042490913256658 2.6970821451140132e-05 -0.00052063150657805459 leaf_weight=1.8478931140271004 109.57933267847693 1.68510256637819 leaf_count=14 2440 18 internal_value=0 1.81623e-05 internal_weight=0 111.264 internal_count=2472 2458 is_linear=0 shrinkage=0.000400217 Tree=4609 num_leaves=4 num_cat=0 split_feature=3 42 0 split_gain=4.79617 3.96206 1.33369 threshold=0.18307500000000002 -0.094329999999999983 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017667449916323796 0.0053422425745903342 -1.8251100591420418e-06 0.025125209660778719 leaf_weight=5.4724166203959603 2.389524013560731 100.08635928761942 3.6752172699780195 leaf_count=203 50 2125 64 internal_value=0 -0.000935403 0.0175688 internal_weight=0 105.559 6.06474 internal_count=2442 2328 114 is_linear=0 shrinkage=0.0204111 Tree=4610 num_leaves=4 num_cat=0 split_feature=12 3 474 split_gain=3.42274 5.29253 4.10018 threshold=0.084045000000000022 0.10812000000000001 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014614124955690591 -0.0064285347516593507 0.016580820386065676 0.01639942975093588 leaf_weight=59.983723303274019 38.556509261878091 4.5596135904779649 8.6680399717297387 leaf_count=718 1604 24 101 internal_value=0 -0.00395861 0.00337113 internal_weight=0 43.1161 68.6518 internal_count=2447 1628 819 is_linear=0 shrinkage=0.0204111 Tree=4611 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=4.15786 3.75382 threshold=-0.25833999999999996 -0.24526499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044315655031489435 -0.00025816956816380874 4.8251775395457683e-05 leaf_weight=2.9352471476304336 6.6891263735888051 109.79272533839685 leaf_count=200 274 1994 internal_value=0 3.04241e-05 internal_weight=0 116.482 internal_count=2468 2268 is_linear=0 shrinkage=0.000400217 Tree=4612 num_leaves=4 num_cat=0 split_feature=12 1 47 split_gain=3.99183 5.12186 3.68094 threshold=0.084045000000000022 0.099325000000000011 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013000368211248803 -0.00018710232960141631 8.8803249156609851e-05 -8.8314480677756152e-05 leaf_weight=52.601909122196957 26.370189322187798 18.083768613170832 16.075824017403647 leaf_count=667 1389 236 151 internal_value=0 -7.49234e-05 7.884e-05 internal_weight=0 44.454 68.6777 internal_count=2443 1625 818 is_linear=0 shrinkage=0.000400217 Tree=4613 num_leaves=3 num_cat=0 split_feature=3 52 split_gain=4.57328 6.4638 threshold=-0.24509499999999998 -0.24526499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041133495196716348 -0.0003828546595918865 3.0430328211734173e-05 leaf_weight=4.5506729872431597 6.3170315876632221 105.93964784310083 leaf_count=36 277 2147 internal_value=0 6.81518e-06 internal_weight=0 112.257 internal_count=2460 2424 is_linear=0 shrinkage=0.000400217 Tree=4614 num_leaves=3 num_cat=0 split_feature=8 1456 split_gain=3.61945 4.37529 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00042390037109213554 0.00038166280479897026 1.3671513559822222e-05 leaf_weight=3.6770658320601788 3.9886302719824007 107.5016183436237 leaf_count=232 44 2147 internal_value=0 -1.21243e-06 internal_weight=0 111.179 internal_count=2423 2379 is_linear=0 shrinkage=0.000400217 Tree=4615 num_leaves=4 num_cat=0 split_feature=14 133 43 split_gain=4.59457 3.33842 0.511494 threshold=0.062655000000000016 0.095160000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4993723767249803e-05 -0.00030540813668292015 -0.00025220213278986069 -0.0007136264804412961 leaf_weight=106.64619651305838 1.2302422543871219 7.332592226273845 1.2431931207975129 leaf_count=1999 36 416 45 internal_value=0 6.93089e-06 -0.000532606 internal_weight=0 113.979 2.47344 internal_count=2496 2415 81 is_linear=0 shrinkage=0.000400217 Tree=4616 num_leaves=3 num_cat=0 split_feature=16 1444 split_gain=2.7129 3.50529 threshold=-0.55433999999999994 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030711560738515945 0.027180512098401374 -0.0011738677485068829 leaf_weight=1.1576761769829307 1.7351807909435581 109.32090406495263 leaf_count=27 22 2379 internal_value=0 -0.000703919 internal_weight=0 111.056 internal_count=2428 2401 is_linear=0 shrinkage=0.0204111 Tree=4617 num_leaves=4 num_cat=0 split_feature=160 1374 49 split_gain=3.23915 3.13943 0.0830797 threshold=-0.40446999999999994 0.091490000000000016 -0.0066849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0097348064714544696 0.0015159426817385872 -0.017484869374575988 -0.022584706112406944 leaf_weight=0.50258973526069928 108.30401165307558 3.6362837915075934 2.3404537572787367 leaf_count=18 2240 43 171 internal_value=0 0.000881863 -0.020768 internal_weight=0 111.94 2.84304 internal_count=2472 2283 189 is_linear=0 shrinkage=0.0204111 Tree=4618 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=3.05564 4.00063 threshold=0.16946000000000003 -0.108275 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037927876903317046 0.00046413123387121033 4.8544516836387721e-06 leaf_weight=4.4160094541584831 2.1006689989008001 106.05716284988011 leaf_count=147 20 2284 internal_value=0 -1.08692e-05 internal_weight=0 110.473 internal_count=2451 2431 is_linear=0 shrinkage=0.000400217 Tree=4619 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=3.61978 7.20171 3.82981 threshold=0.086380000000000012 -0.016664999999999996 -0.23078999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028257963067001218 -0.00024270204939661399 0.00038989601058913827 5.1888336070519653e-06 leaf_weight=8.6906935295555723 18.995617813227003 3.2910924954339853 84.565399939303461 leaf_count=55 294 20 2088 internal_value=0 -0.000147804 3.13472e-05 internal_weight=0 22.2867 93.2561 internal_count=2457 314 2143 is_linear=0 shrinkage=0.000400217 Tree=4620 num_leaves=4 num_cat=0 split_feature=131 12 51 split_gain=4.70527 5.3437 3.75415 threshold=0.082070000000000018 -1.0000000180025095e-35 -0.10998999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028449514783282834 0.00016634741437430658 -0.00043607291498303007 2.6599797318554225e-05 leaf_weight=6.5320798896136685 3.2386976200505169 8.101256893423848 95.721868790744338 leaf_count=212 62 318 1880 internal_value=0 -0.000264077 6.43731e-06 internal_weight=0 11.34 102.254 internal_count=2472 380 2092 is_linear=0 shrinkage=0.000400217 Tree=4621 num_leaves=4 num_cat=0 split_feature=160 52 15 split_gain=3.20012 3.22264 0.0777868 threshold=-0.40446999999999994 0.077655000000000016 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0098545035306805053 -0.0014518319211310822 0.0069885330340384525 -0.022530964367069344 leaf_weight=0.49944643100025166 84.019809628094663 24.175014800101053 2.4242927803497869 leaf_count=17 1613 640 175 internal_value=0 0.000439355 -0.0208089 internal_weight=0 108.195 2.92374 internal_count=2445 2253 192 is_linear=0 shrinkage=0.0204111 Tree=4622 num_leaves=3 num_cat=0 split_feature=156 2 split_gain=3.22249 3.27434 threshold=-1.0000000180025095e-35 -0.18970999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041442598744149983 0.00042937743343659043 1.614403074437772e-05 leaf_weight=2.5929571742599355 3.0467750392854205 111.517710332555 leaf_count=143 40 2324 internal_value=0 2.75422e-05 internal_weight=0 114.564 internal_count=2507 2364 is_linear=0 shrinkage=0.000400217 Tree=4623 num_leaves=4 num_cat=0 split_feature=128 33 2 split_gain=3.35524 3.38985 0.906335 threshold=0.085185000000000025 -1.0000000180025095e-35 0.10855000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040248006161210277 -0.0004830111456200117 4.2485360764077307e-05 9.1742261120201586e-06 leaf_weight=2.6990983686409882 2.5228512151516038 113.00241394713521 0.77036276381113555 leaf_count=28 153 2282 24 internal_value=0 3.17261e-05 -0.000371361 internal_weight=0 115.702 3.29321 internal_count=2487 2310 177 is_linear=0 shrinkage=0.000400217 Tree=4624 num_leaves=4 num_cat=0 split_feature=484 150 52 split_gain=4.4309 4.80097 3.66464 threshold=-0.0068949999999999992 0.094605000000000009 -0.51498499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004060059296010278 -0.00040048235142520612 0.00029398853100407976 6.2152109793738781e-05 leaf_weight=6.6926334567979193 2.706485624134074 1.9510683333501218 103.49444857062917 leaf_count=372 167 15 1948 internal_value=0 -0.000246263 4.99527e-05 internal_weight=0 8.6437 106.201 internal_count=2502 387 2115 is_linear=0 shrinkage=0.000400217 Tree=4625 num_leaves=4 num_cat=0 split_feature=1213 456 475 split_gain=3.71166 3.84033 2.23697 threshold=-1.0000000180025095e-35 0.084065000000000015 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004231266121038495 5.1928843233682412e-05 -0.00028479425162607718 -0.00038778652560097999 leaf_weight=0.51937431097030629 106.24646180609125 5.6061571358004576 4.854896848803036 leaf_count=1 1913 155 395 internal_value=0 3.4784e-05 -0.000302383 internal_weight=0 111.853 5.37427 internal_count=2464 2068 396 is_linear=0 shrinkage=0.000400217 Tree=4626 num_leaves=4 num_cat=0 split_feature=160 484 15 split_gain=3.20496 3.33014 0.150095 threshold=-0.25833999999999996 -0.0068949999999999992 -0.09547499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.006271362479487657 -0.010934318585889495 0.0016905087316783276 -0.022477824109882756 leaf_weight=0.3785616923705678 9.4267957952251873 99.44672006185283 2.5419345675618379 leaf_count=20 409 1843 182 internal_value=0 0.00058728 -0.0206862 internal_weight=0 108.874 2.9205 internal_count=2454 2252 202 is_linear=0 shrinkage=0.0204111 Tree=4627 num_leaves=4 num_cat=0 split_feature=474 2 4 split_gain=3.61597 3.13829 0.157277 threshold=-1.0000000180025095e-35 0.16826500000000003 -0.020619999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037714676316438105 -5.0331454020696315e-06 0.00041247672168390833 -0.00071218302509201811 leaf_weight=1.1325759016326626 110.96008166244428 2.8486282154917708 0.72578653285745431 leaf_count=63 2312 56 34 internal_value=0 5.81225e-06 -0.000541031 internal_weight=0 113.809 1.85836 internal_count=2465 2368 97 is_linear=0 shrinkage=0.000400217 Tree=4628 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=3.91471 5.65237 2.99489 threshold=-0.10072999999999999 0.094405000000000003 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010304067336797625 -9.5180396757103835e-05 0.00011045324665007067 0.00038668062543315235 leaf_weight=26.192894230596721 42.697007911745459 42.723114537599031 7.6642453202512106 leaf_count=313 1542 569 36 internal_value=0 7.6778e-06 0.000168311 internal_weight=0 85.4201 33.8571 internal_count=2460 2111 349 is_linear=0 shrinkage=0.000400217 Tree=4629 num_leaves=3 num_cat=0 split_feature=10 33 split_gain=3.45362 3.6151 threshold=0.069930000000000006 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00050650268474570711 0.00038874295885394701 5.109646839293183e-06 leaf_weight=2.1459096209146074 3.5694918913068241 109.34112560420181 leaf_count=19 53 2401 internal_value=0 -5.2362e-06 internal_weight=0 111.487 internal_count=2473 2420 is_linear=0 shrinkage=0.000400217 Tree=4630 num_leaves=4 num_cat=0 split_feature=1429 42 484 split_gain=3.85387 3.72962 0.608997 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089765000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029479002648525145 -0.00013577783098224586 7.3308803498897839e-05 -0.00075761748109493465 leaf_weight=1.687565317784901 15.819912432751151 96.160798633267405 0.70231044508545881 leaf_count=110 702 1666 18 internal_value=0 4.36643e-05 -0.00045862 internal_weight=0 111.981 2.38988 internal_count=2496 2368 128 is_linear=0 shrinkage=0.000400217 Tree=4631 num_leaves=4 num_cat=0 split_feature=41 52 4 split_gain=3.74097 3.60868 1.65175 threshold=0.07831500000000001 -0.42985499999999993 0.36766000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020532836000062747 -0.02273580625599976 0.0014735028620790221 -0.0025196271461743153 leaf_weight=3.0887522607808924 4.0656534541631109 103.27583718506503 2.8722921190783381 leaf_count=237 84 2118 29 internal_value=0 0.000813535 -0.0145393 internal_weight=0 106.365 6.93795 internal_count=2468 2355 113 is_linear=0 shrinkage=0.0204111 Tree=4632 num_leaves=4 num_cat=0 split_feature=12 4 12 split_gain=3.58581 3.39136 1.68814 threshold=0.11610500000000001 -0.49367499999999992 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015089856692834223 -0.034513949988682582 0.0017576461291025326 -0.0082288894074724964 leaf_weight=5.1146369939669958 1.4660983621433832 104.60429899934388 3.1604207750278874 leaf_count=118 45 2212 76 internal_value=0 0.000957703 -0.0171771 internal_weight=0 109.719 4.62652 internal_count=2451 2330 121 is_linear=0 shrinkage=0.0204111 Tree=4633 num_leaves=3 num_cat=0 split_feature=51 457 split_gain=3.67129 3.42219 threshold=-0.40274499999999996 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043562616870018408 1.5656905567666067e-06 0.00018284700942483183 leaf_weight=2.6168147232383481 92.70658733262826 20.227789487340488 leaf_count=96 2150 208 internal_value=0 3.41841e-05 internal_weight=0 112.934 internal_count=2454 2358 is_linear=0 shrinkage=0.000400217 Tree=4634 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=3.78621 5.82305 4.48992 threshold=0.097940000000000013 -0.23078999999999997 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034228868181078443 0.00041157001830941837 -0.00010365430061554886 3.4043301392780544e-05 leaf_weight=4.9740996274631462 5.5559686660417347 60.582200725824805 46.235003691464954 leaf_count=29 66 1678 696 internal_value=0 -6.92923e-05 7.53436e-05 internal_weight=0 65.5563 51.791 internal_count=2469 1707 762 is_linear=0 shrinkage=0.000400217 Tree=4635 num_leaves=4 num_cat=0 split_feature=1 43 1 split_gain=5.23229 4.13088 1.94146 threshold=0.12796000000000002 -0.075714999999999991 0.13271500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1499584048358749e-05 0.00054517107571426906 -9.6375084597288455e-05 0.00015702079346644951 leaf_weight=37.550485815154389 2.5645878267241633 62.258561174472561 9.7917442342732084 leaf_count=895 31 1349 175 internal_value=0 -3.32074e-05 0.000241755 internal_weight=0 99.809 12.3563 internal_count=2450 2244 206 is_linear=0 shrinkage=0.000400217 Tree=4636 num_leaves=3 num_cat=0 split_feature=376 50 split_gain=3.80354 4.14673 threshold=0.088055000000000008 0.085685000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023309705941527122 0.020651296009530595 -0.012529843904878036 leaf_weight=97.350887609194615 4.2216899193008421 8.3940922220936027 leaf_count=1964 57 451 internal_value=0 0.00113931 internal_weight=0 105.745 internal_count=2472 2415 is_linear=0 shrinkage=0.0204111 Tree=4637 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=4.10818 4.79672 threshold=-0.53098999999999985 0.10098000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0255357837187235 -0.0049453695310955692 0.003943801460044606 leaf_weight=2.3153951289132229 61.956934661633568 42.576013371523004 leaf_count=18 1852 593 internal_value=0 -0.00132449 internal_weight=0 104.533 internal_count=2463 2445 is_linear=0 shrinkage=0.0204111 Tree=4638 num_leaves=4 num_cat=0 split_feature=403 157 15 split_gain=3.39492 3.41347 0.419794 threshold=-0.092224999999999988 -0.084489999999999996 -0.14151499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.6294902930396815e-05 -0.00026781133473355388 3.9582492367264271e-05 -0.00041436290613690205 leaf_weight=0.37265604268759522 6.0037409806172937 107.52134332562855 3.1729700583673539 leaf_count=16 194 2007 275 internal_value=0 2.30782e-05 -0.000368661 internal_weight=0 113.525 3.54563 internal_count=2492 2201 291 is_linear=0 shrinkage=0.000400217 Tree=4639 num_leaves=3 num_cat=0 split_feature=31 14 split_gain=2.86376 3.09673 threshold=-1.0000000180025095e-35 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02239639021110618 0.00056394458981523846 -0.021109458004734655 leaf_weight=2.3206591139896764 106.3001256129719 2.7073116828396442 leaf_count=68 2358 87 internal_value=0 4.5552e-06 internal_weight=0 109.007 internal_count=2513 2445 is_linear=0 shrinkage=0.0204111 Tree=4640 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=3.84836 5.39145 5.19816 threshold=-0.25061999999999995 -0.19301999999999997 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037092915852177837 -0.00055710127161906779 -1.1811251017515519e-05 -0.00032651092425552391 leaf_weight=8.1809086020803061 2.8765580607578149 103.29975009554619 2.0638316124677649 leaf_count=186 61 2242 15 internal_value=0 -2.71557e-05 0.000228417 internal_weight=0 106.176 10.2447 internal_count=2504 2303 201 is_linear=0 shrinkage=0.000400217 Tree=4641 num_leaves=3 num_cat=0 split_feature=9 1 split_gain=4.04835 3.2673 threshold=-1.0000000180025095e-35 0.10114000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045522711944967145 -6.9090871875143321e-05 7.3620132388386877e-05 leaf_weight=2.9064676521811625 67.236069270715234 41.439686028345022 leaf_count=66 1841 539 internal_value=0 -1.46533e-05 internal_weight=0 108.676 internal_count=2446 2380 is_linear=0 shrinkage=0.000400217 Tree=4642 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=3.44582 4.25461 threshold=-0.5356749999999999 -0.0029549999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023080217202271203 -0.00084259989417982738 0.0091891917899822959 leaf_weight=2.3909834357909849 89.190415459743235 21.830603056820109 leaf_count=26 2185 247 internal_value=0 0.00113727 internal_weight=0 111.021 internal_count=2458 2432 is_linear=0 shrinkage=0.0204111 Tree=4643 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=3.05417 4.15156 threshold=-0.50992999999999988 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028693104790371656 -0.00015939482025681501 2.1159784661221613e-05 leaf_weight=5.2085330229019737 27.004417524687597 82.247418718703557 leaf_count=43 1249 1142 internal_value=0 -2.35865e-05 internal_weight=0 109.252 internal_count=2434 2391 is_linear=0 shrinkage=0.000400217 Tree=4644 num_leaves=4 num_cat=0 split_feature=132 12 13 split_gain=3.01767 4.90699 4.25842 threshold=0.081240000000000021 0.085775000000000004 -0.24588999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011964410816304342 0.018802197834992786 -0.0075047098811491719 -0.002628949282579735 leaf_weight=9.0508687518886273 7.9997460461454448 4.5679483879648615 91.701614216828602 leaf_count=97 105 161 2072 internal_value=0 0.00925866 -0.00130616 internal_weight=0 12.5677 100.752 internal_count=2435 266 2169 is_linear=0 shrinkage=0.0204111 Tree=4645 num_leaves=3 num_cat=0 split_feature=1456 12 split_gain=4.06591 3.16639 threshold=-1.0000000180025095e-35 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02171680815549629 0.0033435483471363175 -0.0038380026937344072 leaf_weight=3.4249557266812181 65.064356565853814 41.98844900947006 leaf_count=226 748 1505 internal_value=0 0.00052572 internal_weight=0 107.053 internal_count=2479 2253 is_linear=0 shrinkage=0.0204111 Tree=4646 num_leaves=4 num_cat=0 split_feature=1213 155 475 split_gain=4.01179 4.13416 2.52812 threshold=-1.0000000180025095e-35 0.083985000000000018 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042127170874842331 2.9949568700919731e-05 -0.00041511467725241513 -0.00045068101355769959 leaf_weight=0.51540750265121449 102.4595276749169 3.3437787100265259 4.373206812364514 leaf_count=1 1915 161 383 internal_value=0 1.54599e-05 -0.000351377 internal_weight=0 105.803 4.88861 internal_count=2460 2076 384 is_linear=0 shrinkage=0.000400217 Tree=4647 num_leaves=4 num_cat=0 split_feature=15 1 457 split_gain=3.65002 4.36637 4.07696 threshold=0.091545000000000015 0.11174500000000002 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002148041969209969 -0.00046293123715154138 0.00013683334973658767 5.8495221646917273e-05 leaf_weight=9.5511498021660355 5.1751721051841724 3.0088827512226999 91.860801257193089 leaf_count=194 364 27 1821 internal_value=0 -0.000243556 3.25469e-05 internal_weight=0 8.18405 101.412 internal_count=2406 391 2015 is_linear=0 shrinkage=0.000400217 Tree=4648 num_leaves=4 num_cat=0 split_feature=474 448 3 split_gain=3.40237 3.26403 0.223919 threshold=-1.0000000180025095e-35 -0.083859999999999976 0.084860000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018785066140486455 -0.021921907639367761 0.0014122873436007996 -0.03985170669565892 leaf_weight=0.91182940269936696 2.4450135971419504 107.49336424102512 0.57294703763909638 leaf_count=70 35 2369 24 internal_value=0 0.000871562 -0.0291387 internal_weight=0 109.938 1.48478 internal_count=2498 2404 94 is_linear=0 shrinkage=0.0204111 Tree=4649 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=4.20958 4.85529 4.78846 threshold=0.11332500000000002 0.095330000000000012 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4562372207679331e-06 -0.00040967024492806183 -0.00042524485614309958 0.00020165568074041406 leaf_weight=83.514800514269155 2.1363888680934933 4.6188180769677265 24.348945626989007 leaf_count=1823 10 280 361 internal_value=0 -3.08107e-05 0.000150827 internal_weight=0 88.1336 26.4853 internal_count=2474 2103 371 is_linear=0 shrinkage=0.000400217 Tree=4650 num_leaves=3 num_cat=0 split_feature=3 453 split_gain=3.36348 4.17456 threshold=0.30863500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.369499384889207e-05 0.00040187432709729194 -0.00039733262303883745 leaf_weight=108.07521380183607 3.4915183146949849 3.7964456211193456 leaf_count=2312 94 54 internal_value=0 9.02413e-06 internal_weight=0 111.872 internal_count=2460 2366 is_linear=0 shrinkage=0.000400217 Tree=4651 num_leaves=4 num_cat=0 split_feature=3 3 42 split_gain=5.24479 8.22034 4.6538 threshold=-0.097754999999999995 -0.049374999999999995 0.094285000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020360334629153072 -0.00027928216611009741 2.1489050920983512e-05 -0.00018606234085702226 leaf_weight=27.448966311640106 19.459210142282245 56.732787359360373 5.8809369313530615 leaf_count=306 1420 643 62 internal_value=0 -5.56241e-05 0.000134456 internal_weight=0 76.192 33.3299 internal_count=2431 2063 368 is_linear=0 shrinkage=0.000400217 Tree=4652 num_leaves=4 num_cat=0 split_feature=52 52 4 split_gain=4.89077 6.42045 3.31534 threshold=-0.047889999999999995 -0.0064899999999999992 0.0055300000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.3911034036701705e-05 -0.00039217374293153736 -2.5044984456586339e-05 0.00025922876183151776 leaf_weight=29.283049851073883 8.5268289846717362 65.503919313341612 14.166777343853026 leaf_count=567 206 1539 178 internal_value=0 -6.78591e-05 0.000101105 internal_weight=0 74.0307 43.4498 internal_count=2490 1745 745 is_linear=0 shrinkage=0.000400217 Tree=4653 num_leaves=4 num_cat=0 split_feature=3 39 12 split_gain=3.39501 3.09118 2.70924 threshold=0.18307500000000002 0.15619500000000003 -0.051479999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5843813012521049e-05 -7.7471510977292668e-05 0.00046196288254169002 0.0004777958438316443 leaf_weight=105.66332335223706 2.0588796236552298 2.102211184334009 4.1534135695546857 leaf_count=2352 47 18 71 internal_value=0 -6.0533e-06 0.000295656 internal_weight=0 107.766 6.21229 internal_count=2488 2370 118 is_linear=0 shrinkage=0.000400217 Tree=4654 num_leaves=4 num_cat=0 split_feature=15 13 151 split_gain=3.83442 4.87776 3.80378 threshold=0.084050000000000014 -0.18749999999999997 -0.24446999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038395654828095853 0.00062429713257693717 -0.00027043914968582876 5.7261382056332459e-05 leaf_weight=3.1183500670740605 0.96345669124275346 11.079429491393965 101.50175771959766 leaf_count=57 9 832 1550 internal_value=0 -0.000193767 4.37138e-05 internal_weight=0 12.0429 104.62 internal_count=2448 841 1607 is_linear=0 shrinkage=0.000400217 Tree=4655 num_leaves=3 num_cat=0 split_feature=10 33 split_gain=3.41694 3.80615 threshold=0.058500000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025998364855618798 0.020541293790036979 0.00025361654952330519 leaf_weight=2.2398918215185395 3.262355478364042 106.07860404459643 leaf_count=18 55 2399 internal_value=0 -0.000315528 internal_weight=0 108.318 internal_count=2472 2417 is_linear=0 shrinkage=0.0204111 Tree=4656 num_leaves=4 num_cat=0 split_feature=160 12 133 split_gain=3.56715 4.9002 3.24853 threshold=-0.091944999999999985 -1.0000000180025095e-35 0.14391000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036109356109878657 4.5835620976818012e-05 -0.00034554237252691747 -0.0004010333076934274 leaf_weight=1.8421215334674332 105.57355003432895 8.1948941599694063 2.5602804849331724 leaf_count=34 1897 337 221 internal_value=0 -0.000213299 3.48512e-05 internal_weight=0 10.037 108.134 internal_count=2489 371 2118 is_linear=0 shrinkage=0.000400217 Tree=4657 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.4497 4.54975 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020673757563925931 0.049534832912433713 0.00079227825054146972 leaf_weight=2.9908816957176887 0.69181639747694035 108.49792813332897 leaf_count=221 3 2248 internal_value=0 0.00115153 internal_weight=0 109.19 internal_count=2472 2251 is_linear=0 shrinkage=0.0204111 Tree=4658 num_leaves=3 num_cat=0 split_feature=1456 1456 split_gain=3.83764 3.41251 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02159136141184247 0.0011188221654886814 -0.02012971763118129 leaf_weight=3.2656825814483446 107.15471987728961 3.1321466328226952 leaf_count=221 2032 211 internal_value=0 0.00049556 internal_weight=0 110.287 internal_count=2464 2243 is_linear=0 shrinkage=0.0204111 Tree=4659 num_leaves=4 num_cat=0 split_feature=401 133 15 split_gain=3.62241 3.33452 0.693289 threshold=0.087110000000000007 0.11329500000000002 -0.12313499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8739167337207711e-05 4.752810009613829e-05 -0.00039930252701468187 -0.00044503258129218988 leaf_weight=106.91021056975296 0.50346960662864182 3.0341375705029341 3.3719450865173703 leaf_count=1983 20 276 181 internal_value=0 6.80796e-06 -0.000381504 internal_weight=0 109.944 3.87541 internal_count=2460 2259 201 is_linear=0 shrinkage=0.000400217 Tree=4660 num_leaves=4 num_cat=0 split_feature=0 15 15 split_gain=3.61746 7.26539 6.13688 threshold=-0.10674499999999999 -0.095804999999999987 -0.032264999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010360464072114338 7.9715611966249626e-05 0.00020408327759383041 -0.00016677948455391263 leaf_weight=20.027210748376092 29.046611526820925 31.491546002798714 36.259144234121777 leaf_count=210 777 248 1237 internal_value=0 8.45085e-05 -5.71949e-05 internal_weight=0 51.5188 65.3058 internal_count=2472 458 2014 is_linear=0 shrinkage=0.000400217 Tree=4661 num_leaves=4 num_cat=0 split_feature=15 4 1456 split_gain=3.98313 6.37728 3.92846 threshold=0.084050000000000014 0.18599000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9478378558242292e-05 -0.00036265718530501602 0.00034706583666713762 -0.00042183400659221446 leaf_weight=100.87923573193257 9.1876369068922923 2.4972618445754042 2.8031553786568102 leaf_count=1474 820 16 161 internal_value=0 -0.000209123 3.62947e-05 internal_weight=0 11.6849 103.682 internal_count=2471 836 1635 is_linear=0 shrinkage=0.000400217 Tree=4662 num_leaves=4 num_cat=0 split_feature=47 4 0 split_gain=4.69322 6.30638 5.82817 threshold=0.086380000000000012 -0.35011499999999995 -0.19126499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012922825387484642 -0.031988912506369906 0.0035723961992655253 -0.0041647781591293183 leaf_weight=10.879007479641585 3.65933012031019 79.454069257517403 18.916905235353624 leaf_count=156 32 2035 278 internal_value=0 0.0015723 -0.00881034 internal_weight=0 90.3331 22.5762 internal_count=2501 2191 310 is_linear=0 shrinkage=0.0204111 Tree=4663 num_leaves=4 num_cat=0 split_feature=13 12 15 split_gain=6.15104 3.90544 1.1075 threshold=-0.24588999999999997 0.084045000000000022 -0.090714999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.319436788184237e-05 4.0494922950280325e-05 -0.0001182743240108468 0.00038406149455998492 leaf_weight=2.7668792181648314 61.650598051870475 41.378706639530719 7.2815615779254568 leaf_count=57 695 1650 65 internal_value=0 -2.33293e-05 0.000303046 internal_weight=0 103.029 10.0484 internal_count=2467 2345 122 is_linear=0 shrinkage=0.000400217 Tree=4664 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=3.58027 3.26581 threshold=-0.51498499999999992 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040445890549976052 -0.000470540253704992 3.032742505264066e-05 leaf_weight=3.134979032969567 2.0110226128672357 117.51834094230435 leaf_count=185 125 2174 internal_value=0 2.14681e-05 internal_weight=0 119.529 internal_count=2484 2299 is_linear=0 shrinkage=0.000400217 Tree=4665 num_leaves=4 num_cat=0 split_feature=14 1429 52 split_gain=4.76015 4.24617 0.34331 threshold=0.076175000000000007 -1.0000000180025095e-35 -0.0092149999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052880755914430535 -0.00033195470985710384 2.0769976747339724e-05 -0.00070649395898415607 leaf_weight=2.1869671011081655 1.0595668416353876 109.8233193144406 1.2481377669610072 leaf_count=121 34 2242 44 internal_value=0 9.52228e-06 -0.000557845 internal_weight=0 112.01 2.3077 internal_count=2441 2363 78 is_linear=0 shrinkage=0.000400217 Tree=4666 num_leaves=3 num_cat=0 split_feature=31 39 split_gain=3.34137 3.37387 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022251303740444945 -0.00216102497707775 0.023449815764294703 leaf_weight=2.3834828944527535 105.17649665570207 2.0759889842011026 leaf_count=71 2360 20 internal_value=0 -0.00164136 internal_weight=0 107.252 internal_count=2451 2380 is_linear=0 shrinkage=0.0204111 Tree=4667 num_leaves=4 num_cat=0 split_feature=2 1429 2 split_gain=3.63006 5.43327 3.60189 threshold=0.097940000000000013 0.084545000000000009 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010273879858606364 0.00036761726729195738 0.00025133531937477374 4.2787769635634577e-05 leaf_weight=57.059569739139988 6.1581629645370404 7.7931858607917084 43.080245054821717 leaf_count=1608 64 107 677 internal_value=0 -5.98308e-05 8.41555e-05 internal_weight=0 64.8528 49.2384 internal_count=2456 1715 741 is_linear=0 shrinkage=0.000400217 Tree=4668 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=5.52096 8.15589 4.05546 threshold=-0.075434999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036456303634684891 0.00022976983136843441 -1.0033901381373124e-05 -8.0449311197228958e-06 leaf_weight=12.624120279680936 21.517892808711622 56.542549705889542 24.474473543261411 leaf_count=966 372 728 389 internal_value=0 -7.52263e-05 0.000103506 internal_weight=0 69.1667 45.9924 internal_count=2455 1694 761 is_linear=0 shrinkage=0.000400217 Tree=4669 num_leaves=4 num_cat=0 split_feature=456 457 150 split_gain=3.17727 3.84068 2.66498 threshold=0.085215000000000013 0.080930000000000016 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7791845139412148e-06 -0.00046713790049937061 0.00020017232106578079 0.00012870258179369074 leaf_weight=92.042687620036304 3.7723937701666719 16.906135124270804 1.6823427339550105 leaf_count=2133 108 170 38 internal_value=0 2.55071e-05 -0.000284477 internal_weight=0 108.949 5.45474 internal_count=2449 2303 146 is_linear=0 shrinkage=0.000400217 Tree=4670 num_leaves=3 num_cat=0 split_feature=1348 11 split_gain=2.75385 3.9638 threshold=0.090205000000000021 0.089270000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00089693842645462347 0.021758445288685441 -0.017508182579238429 leaf_weight=105.54414281433128 2.3768844702281049 4.9987474877270861 leaf_count=2332 28 79 internal_value=0 4.77854e-05 internal_weight=0 110.543 internal_count=2439 2411 is_linear=0 shrinkage=0.0204111 Tree=4671 num_leaves=4 num_cat=0 split_feature=15 159 51 split_gain=3.63217 4.39071 2.4069 threshold=-0.37478999999999996 0.10506000000000001 0.10614000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034342691148068447 -2.9290089550991899e-06 -0.00039377906923666569 -0.00013633261019001334 leaf_weight=7.3648794518667255 104.01003592746565 4.7050219892698797 2.0915750394342467 leaf_count=159 2172 147 16 internal_value=0 -2.02321e-05 0.00023696 internal_weight=0 108.715 9.45645 internal_count=2494 2319 175 is_linear=0 shrinkage=0.000400217 Tree=4672 num_leaves=4 num_cat=0 split_feature=376 13 39 split_gain=4.21119 3.99807 1.53752 threshold=1.0000000180025095e-35 -0.23438999999999996 0.085245000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019883641935287142 -2.2058968825904367e-05 -7.2850369187193331e-05 0.00035746938970978204 leaf_weight=9.4559511003317294 2.3841257484164071 93.322711997498118 5.8223582925274968 leaf_count=118 30 2218 96 internal_value=0 -4.76652e-05 0.000248397 internal_weight=0 102.779 8.20648 internal_count=2462 2336 126 is_linear=0 shrinkage=0.000400217 Tree=4673 num_leaves=4 num_cat=0 split_feature=401 156 2 split_gain=3.07507 2.87747 1.27348 threshold=0.085900000000000018 -1.0000000180025095e-35 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021009165303366027 -0.02327880946875905 0.0023304537067719193 0.0013361259926573227 leaf_weight=2.1363959565205723 2.8375077710370524 105.22084449208342 1.228770291781984 leaf_count=122 170 2070 39 internal_value=0 0.00184459 -0.0160041 internal_weight=0 107.357 4.06628 internal_count=2401 2192 209 is_linear=0 shrinkage=0.0204111 Tree=4674 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=3.6289 7.34595 4.93778 threshold=0.0063750000000000013 -0.0016099999999999997 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00092087478786890241 0.0057749023869102072 -0.022275186847053222 -0.015977290427288363 leaf_weight=52.905195529863704 46.408088062475144 7.5763183040253343 4.6879714312963179 leaf_count=1626 672 151 41 internal_value=0 -0.00363208 0.00374861 internal_weight=0 60.4815 51.0961 internal_count=2490 1777 713 is_linear=0 shrinkage=0.0204111 Tree=4675 num_leaves=3 num_cat=0 split_feature=1365 401 split_gain=3.41326 3.51861 threshold=0.084635000000000016 0.085900000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0030051274722928804 -0.021152496248850339 -0.016062207538385168 leaf_weight=110.24470443420432 2.5314375974703571 4.0747323296091045 leaf_count=2253 42 226 internal_value=0 0.00231045 internal_weight=0 114.319 internal_count=2521 2479 is_linear=0 shrinkage=0.0204111 Tree=4676 num_leaves=3 num_cat=0 split_feature=3 15 split_gain=3.67024 3.68617 threshold=-0.53670499999999988 -0.24269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025541528143376704 0.009606029035980514 -0.0034391140395224613 leaf_weight=1.9196608709171403 9.8932347344816645 92.251191574956465 leaf_count=15 202 2241 internal_value=0 -0.00216649 internal_weight=0 102.144 internal_count=2458 2443 is_linear=0 shrinkage=0.0204111 Tree=4677 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=4.59775 6.69424 3.67791 threshold=0.084045000000000022 0.10812000000000001 0.094415000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014686644275442318 -0.00014055375203781326 0.00034768543318959046 -5.3552385728195117e-05 leaf_weight=42.972419568803161 40.641834198620927 4.9486454611178479 22.162764391861856 leaf_count=558 1618 23 233 internal_value=0 -8.68356e-05 7.86975e-05 internal_weight=0 45.5905 65.1352 internal_count=2432 1641 791 is_linear=0 shrinkage=0.000400217 Tree=4678 num_leaves=3 num_cat=0 split_feature=3 45 split_gain=3.59202 3.16699 threshold=0.26577500000000004 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021953771758917582 0.020463657819895634 0.00033308417384145863 leaf_weight=2.7854924080893388 3.9362808854784808 109.33585657732328 leaf_count=16 104 2385 internal_value=0 0.000891585 internal_weight=0 112.121 internal_count=2505 2401 is_linear=0 shrinkage=0.0204111 Tree=4679 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=3.32341 4.49954 3.24381 threshold=0.10384000000000002 -0.23025999999999999 0.14753000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083543641125523489 0.0012575775525422654 -0.0062326500353459763 0.019346314150369911 leaf_weight=10.279852674109859 38.461260038719047 58.128968032062403 4.5179026751429765 leaf_count=55 472 1859 93 internal_value=0 -0.00403058 0.00320437 internal_weight=0 68.4088 42.9792 internal_count=2479 1914 565 is_linear=0 shrinkage=0.0204111 Tree=4680 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=3.41023 4.82866 1.4977 threshold=0.048375000000000008 -0.10072999999999999 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052545051766701434 7.2344353916642328e-05 -0.0042297620226210393 0.018303943264583615 leaf_weight=32.70630926960439 2.8090077163651586 70.112644314263889 5.5523321705404651 leaf_count=360 17 1985 116 internal_value=0 -0.00121042 0.0122609 internal_weight=0 102.819 8.36134 internal_count=2478 2345 133 is_linear=0 shrinkage=0.0204111 Tree=4681 num_leaves=4 num_cat=0 split_feature=2 10 11 split_gain=4.66186 4.19179 3.57886 threshold=0.097940000000000013 0.058500000000000003 0.088215000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7011928841741448e-05 0.00013604065532939511 0.00042174705042874927 -0.00028652628644474818 leaf_weight=63.768258246942423 45.61524729145458 2.7076818633358917 3.3489448069594792 leaf_count=1663 689 53 61 internal_value=0 -5.60216e-05 0.000106551 internal_weight=0 66.4759 48.9642 internal_count=2466 1716 750 is_linear=0 shrinkage=0.000400217 Tree=4682 num_leaves=4 num_cat=0 split_feature=4 484 13 split_gain=4.50168 3.46729 1.17246 threshold=-0.49367499999999992 0.084930000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0065435647708192686 -0.001867652491865668 0.0085833157189177025 -0.026152546543511637 leaf_weight=2.1201151758432388 89.785300857038237 15.394893146491084 3.4563598001841447 leaf_count=29 2076 278 95 internal_value=0 -0.000330476 -0.018973 internal_weight=0 105.18 5.57647 internal_count=2478 2354 124 is_linear=0 shrinkage=0.0204111 Tree=4683 num_leaves=4 num_cat=0 split_feature=2 159 150 split_gain=4.72714 5.50658 4.38567 threshold=0.090510000000000021 -0.027939999999999996 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014741371554208458 0.0013458089436434689 -0.0067469034134246021 0.013716520350434648 leaf_weight=5.5337090366811017 50.978148744718055 41.597016512183473 15.490734609193167 leaf_count=173 942 1195 156 internal_value=0 -0.00419497 0.00424705 internal_weight=0 47.1307 66.4689 internal_count=2466 1368 1098 is_linear=0 shrinkage=0.0204111 Tree=4684 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=3.1139 3.80974 threshold=0.10386000000000002 -0.23438999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014005184954623608 -0.02483393934740848 8.7340447126237837e-05 leaf_weight=8.7801519368076679 1.8381020621454798 104.3501886314989 leaf_count=121 27 2325 internal_value=0 0.0011803 internal_weight=0 113.13 internal_count=2473 2446 is_linear=0 shrinkage=0.0204111 Tree=4685 num_leaves=4 num_cat=0 split_feature=160 2 1429 split_gain=4.23792 4.50315 4.33165 threshold=-0.091944999999999985 0.10904500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021208606194619804 -0.028808311211164422 0.0091863768055222717 0.0023504909361926163 leaf_weight=6.8028998694644525 1.7825555364543095 2.7997612980834674 99.384242012514733 leaf_count=300 97 64 2013 internal_value=0 -0.0123429 0.00177023 internal_weight=0 9.60266 101.167 internal_count=2474 364 2110 is_linear=0 shrinkage=0.0204111 Tree=4686 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.78574 3.92838 threshold=-0.43176999999999993 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031042099726819598 -0.00030562218372740945 0.010347669357793221 leaf_weight=1.828746611252426 96.657448476384161 16.83591870975215 leaf_count=12 2250 178 internal_value=0 0.00128336 internal_weight=0 113.493 internal_count=2440 2428 is_linear=0 shrinkage=0.0204111 Tree=4687 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=3.52299 3.96988 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043460872802183245 4.2709004323468599e-05 -0.00010944497779558116 leaf_weight=2.4372881879098705 49.67794931147364 61.189717093016952 leaf_count=73 435 1951 internal_value=0 -4.1293e-05 internal_weight=0 110.868 internal_count=2459 2386 is_linear=0 shrinkage=0.000400217 Tree=4688 num_leaves=4 num_cat=0 split_feature=42 43 12 split_gain=3.43609 4.24751 3.63091 threshold=-1.0000000180025095e-35 -0.51412499999999983 0.054520000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044666201502345184 0.024069241452022046 0.0013502660106437831 -0.020219061001014615 leaf_weight=10.282898721023232 3.4467945704236618 94.24255397732486 6.0966311367301378 leaf_count=112 15 1781 577 internal_value=0 0.0021785 -0.00789346 internal_weight=0 97.6893 16.3795 internal_count=2485 1796 689 is_linear=0 shrinkage=0.0204111 Tree=4689 num_leaves=4 num_cat=0 split_feature=376 132 4 split_gain=3.79814 4.51463 0.754401 threshold=0.048375000000000008 0.081240000000000021 0.00077000000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.525764500321935e-05 0.00037568877811088047 0.0002269401271498156 0.00010811198314194825 leaf_weight=92.196051082384656 4.6237901258282355 10.802381298126418 2.8086863131029531 leaf_count=2055 63 250 60 internal_value=0 -1.64944e-05 0.000277678 internal_weight=0 102.998 7.43248 internal_count=2428 2305 123 is_linear=0 shrinkage=0.000400217 Tree=4690 num_leaves=4 num_cat=0 split_feature=4 160 40 split_gain=5.03384 4.77155 1.26321 threshold=-0.49367499999999992 -0.090764999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037256956938364122 -0.012479804275110936 0.0025836892830725651 -0.024771584423911017 leaf_weight=1.7556462204083798 9.5333764999741089 95.494982847332722 3.8788204875309011 leaf_count=19 366 1955 102 internal_value=0 0.00120455 -0.0184143 internal_weight=0 105.028 5.63447 internal_count=2442 2321 121 is_linear=0 shrinkage=0.0204111 Tree=4691 num_leaves=3 num_cat=0 split_feature=1375 157 split_gain=6.11723 3.42517 threshold=-0.43150999999999995 -0.083944999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.038191099014977352 -0.013818024300885587 0.0015789015132892054 leaf_weight=1.6021888922550704 6.2849703573301658 101.91435818518221 leaf_count=11 201 2259 internal_value=0 0.000671181 internal_weight=0 108.199 internal_count=2471 2460 is_linear=0 shrinkage=0.0204111 Tree=4692 num_leaves=4 num_cat=0 split_feature=3 3 42 split_gain=4.88047 5.56154 3.23772 threshold=-0.097754999999999995 -0.048654999999999997 0.094055000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018462396341468621 -0.00023141872718071058 8.6927163891591633e-06 -0.00014465226126073047 leaf_weight=27.704899515258148 20.746714400833298 59.571434162382502 5.6890837936662129 leaf_count=309 1458 652 63 internal_value=0 -5.35655e-05 0.000128232 internal_weight=0 80.3181 33.394 internal_count=2482 2110 372 is_linear=0 shrinkage=0.000400217 Tree=4693 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=3.54995 3.63332 1.66219 threshold=0.11215000000000001 -0.097754999999999995 0.12205500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014408516108127328 -0.00048179735477904654 -2.0510092367822824e-05 -1.0256333983323119e-05 leaf_weight=29.196241010329686 3.2560991287609786 80.357637321852962 1.8655715538188813 leaf_count=337 115 1957 35 internal_value=0 2.34571e-05 -0.000313932 internal_weight=0 109.554 5.12167 internal_count=2444 2294 150 is_linear=0 shrinkage=0.000400217 Tree=4694 num_leaves=4 num_cat=0 split_feature=15 15 160 split_gain=3.40554 3.00226 0.0240996 threshold=-0.4680149999999999 -0.095804999999999987 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027487692969865624 -0.00015541075408038974 -3.7188995224708367e-06 0.00040783487607234128 leaf_weight=1.9376685964525679 27.556826722706319 85.432398912511417 1.6931742027518328 leaf_count=61 400 1983 37 internal_value=0 -4.08321e-05 0.000347225 internal_weight=0 112.989 3.63084 internal_count=2481 2383 98 is_linear=0 shrinkage=0.000400217 Tree=4695 num_leaves=4 num_cat=0 split_feature=2 159 52 split_gain=5.19951 4.78665 4.37745 threshold=0.097940000000000013 -0.47141999999999995 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.030243747830290282 -0.017413129533364824 -0.0060237153850184891 0.0059208388303514338 leaf_weight=1.4466923159634451 3.5330932383512836 58.539593038352905 41.713010852981824 leaf_count=37 158 1654 595 internal_value=0 -0.00509433 0.00406029 internal_weight=0 59.9863 45.2461 internal_count=2444 1691 753 is_linear=0 shrinkage=0.0204111 Tree=4696 num_leaves=3 num_cat=0 split_feature=1456 43 split_gain=3.91474 3.62768 threshold=-1.0000000180025095e-35 0.25619500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021686632481978763 -0.00014184725609481128 -0.023014633723613474 leaf_weight=3.7694481725993674 99.919703668507282 2.8629256996064205 leaf_count=237 2080 143 internal_value=0 -0.000803301 internal_weight=0 102.783 internal_count=2460 2223 is_linear=0 shrinkage=0.0204111 Tree=4697 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=3.72537 3.30036 threshold=-0.094929999999999987 0.14391000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021944335183778047 0.00250012651332251 -0.019986709345679515 leaf_weight=2.6794909844174972 107.44860023623914 2.6785980608256059 leaf_count=36 2177 249 internal_value=0 0.00193344 internal_weight=0 110.127 internal_count=2462 2426 is_linear=0 shrinkage=0.0204111 Tree=4698 num_leaves=4 num_cat=0 split_feature=52 52 4 split_gain=3.37333 4.15524 2.08798 threshold=-0.24526499999999998 -0.08130999999999998 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020344028143017497 0.008815357026614715 -0.0013107405932585544 0.0059525061498924567 leaf_weight=5.0691405777906757 21.321168829221278 79.42658568634215 1.6044430900365112 leaf_count=277 321 1857 8 internal_value=0 0.000839645 -0.014028 internal_weight=0 100.748 6.67358 internal_count=2463 2178 285 is_linear=0 shrinkage=0.0204111 Tree=4699 num_leaves=4 num_cat=0 split_feature=4 14 3 split_gain=4.60418 4.33453 3.82822 threshold=0.27626000000000001 -0.10708499999999999 0.12300500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.030927413815630495 0.014576614695851954 -0.0011491399668482091 -0.0091269147720113332 leaf_weight=1.9711552951484907 13.557323901448401 91.63232514505944 3.5002232918050131 leaf_count=32 195 2192 71 internal_value=0 -0.00181243 0.00968483 internal_weight=0 93.6035 17.0575 internal_count=2490 2224 266 is_linear=0 shrinkage=0.0204111 Tree=4700 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=5.10572 4.62528 4.16399 threshold=-0.074459999999999985 -0.00051499999999999994 -0.25626499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052972907029227563 -0.00031738051797763596 -1.4597093943798974e-05 0.00014605288303084485 leaf_weight=1.4067981168627728 9.1407747087505395 63.914252125519852 40.562760846558376 leaf_count=16 591 884 966 internal_value=0 -5.29096e-05 0.000122052 internal_weight=0 73.055 41.9696 internal_count=2457 1475 982 is_linear=0 shrinkage=0.000400217 Tree=4701 num_leaves=3 num_cat=0 split_feature=46 403 split_gain=3.45955 3.75223 threshold=0.084955000000000017 0.08888500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019776638676605252 -0.022588659804334148 -0.019826306355940335 leaf_weight=106.72497765992739 2.4713258929550639 3.2810157302301368 leaf_count=2237 32 203 internal_value=0 0.00130785 internal_weight=0 110.006 internal_count=2472 2440 is_linear=0 shrinkage=0.0204111 Tree=4702 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=4.3621 4.64383 2.40406 threshold=0.10979500000000002 -0.10566999999999999 -0.059114999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7898706015288402e-05 -5.1207026856110407e-05 -0.00012690015026231474 0.00027690318928012266 leaf_weight=45.802797549869865 5.1215589909697909 51.738963648902427 11.513767800759522 leaf_count=424 100 1886 77 internal_value=0 -4.48588e-05 0.00017622 internal_weight=0 97.5418 16.6353 internal_count=2487 2310 177 is_linear=0 shrinkage=0.000400217 Tree=4703 num_leaves=3 num_cat=0 split_feature=1373 14 split_gain=4.03944 3.83089 threshold=0.099250000000000019 0.076975000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.6795876581231201e-05 -0.00053313635945955536 -0.00042139396585684551 leaf_weight=112.75854763651296 1.9265601919032622 2.7591779441281679 leaf_count=2364 19 78 internal_value=0 3.52158e-05 internal_weight=0 115.518 internal_count=2461 2442 is_linear=0 shrinkage=0.000400217 Tree=4704 num_leaves=4 num_cat=0 split_feature=15 43 148 split_gain=4.05219 6.17884 4.26603 threshold=0.082725000000000007 0.23693500000000003 -0.084449999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025812585362012509 -0.019037845820820708 0.025296318483519761 0.00072421795378049272 leaf_weight=2.4802506999112657 9.4488277984346478 1.4184974926029088 95.541124559858872 leaf_count=50 821 60 1521 internal_value=0 -0.013052 2.40675e-05 internal_weight=0 10.8673 98.0214 internal_count=2452 881 1571 is_linear=0 shrinkage=0.0204111 Tree=4705 num_leaves=4 num_cat=0 split_feature=484 51 123 split_gain=3.83384 3.57006 3.1714 threshold=-0.0068949999999999992 0.094975000000000018 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029712679611201121 3.8723301688414534e-05 0.00028451201050612028 0.00038833350148244458 leaf_weight=7.9463222301274055 100.03550880742841 10.350264878892629 1.1501380079425869 leaf_count=369 1863 177 11 internal_value=0 6.20345e-05 -0.000206791 internal_weight=0 110.386 9.09646 internal_count=2420 2040 380 is_linear=0 shrinkage=0.000400217 Tree=4706 num_leaves=3 num_cat=0 split_feature=1373 14 split_gain=3.72935 3.35249 threshold=0.099250000000000019 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010966251108831824 -0.027280108065613554 -0.023765379479021066 leaf_weight=107.35055247865967 1.9277854219544668 2.1962086383282431 leaf_count=2365 21 84 internal_value=0 0.000574431 internal_weight=0 109.547 internal_count=2470 2449 is_linear=0 shrinkage=0.0204111 Tree=4707 num_leaves=4 num_cat=0 split_feature=1447 4 123 split_gain=4.02688 3.70419 0.764222 threshold=-1.0000000180025095e-35 0.5058100000000002 0.081990000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045387223884077124 7.1676883495813246e-06 0.00036804366641408096 -1.4563021834103071e-05 leaf_weight=3.3680033398559308 103.34844057948067 4.6542440581251858 0.78490170463919628 leaf_count=230 2112 139 6 internal_value=0 2.30843e-05 -0.000373405 internal_weight=0 108.003 4.15291 internal_count=2487 2251 236 is_linear=0 shrinkage=0.000400217 Tree=4708 num_leaves=4 num_cat=0 split_feature=4 1447 2 split_gain=4.09154 3.42224 0.941144 threshold=-0.49367499999999992 -1.0000000180025095e-35 0.10457000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022009260707735158 -0.018512154646805168 0.0019815681313186395 -0.0041789318810322197 leaf_weight=3.8069228518288574 3.3993732965463996 102.49272127146833 1.889820327516645 leaf_count=81 225 2147 50 internal_value=0 0.00130481 -0.0162889 internal_weight=0 105.892 5.69674 internal_count=2503 2372 131 is_linear=0 shrinkage=0.0204111 Tree=4709 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=2.97539 4.84311 2.28951 threshold=-0.12077499999999998 -0.077774999999999983 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9833663532962726e-05 -0.00021322053770737588 2.0635785689299172e-05 0.0003754282395203014 leaf_weight=21.740758590720365 17.757159020140534 68.717899281720747 4.7030662326142183 leaf_count=246 1176 1036 27 internal_value=0 -2.75989e-05 0.000125538 internal_weight=0 86.4751 26.4438 internal_count=2485 2212 273 is_linear=0 shrinkage=0.000400217 Tree=4710 num_leaves=3 num_cat=0 split_feature=1444 4 split_gain=3.08644 4.45331 threshold=-0.084274999999999989 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025738567406823721 -0.018564139537541404 0.00075128407979706984 leaf_weight=1.8399606272578228 5.1046737625729284 106.30919526694925 leaf_count=27 124 2339 internal_value=0 -0.000151444 internal_weight=0 111.414 internal_count=2490 2463 is_linear=0 shrinkage=0.0204111 Tree=4711 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=3.81441 7.03975 5.16536 threshold=-0.061889999999999994 1.0000000180025095e-35 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029526685653823322 0.00050612740731541912 1.7340252263917451e-05 5.9951764224522494e-05 leaf_weight=13.941134421482273 4.6381750769214696 64.427102821922745 33.601674260222353 leaf_count=1149 46 861 428 internal_value=0 -3.86122e-05 0.000115389 internal_weight=0 78.3682 38.2398 internal_count=2484 2010 474 is_linear=0 shrinkage=0.000400217 Tree=4712 num_leaves=3 num_cat=0 split_feature=1456 12 split_gain=3.83621 3.40379 threshold=-1.0000000180025095e-35 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021517270845075168 0.0039885969953586198 -0.0035099252655716932 leaf_weight=3.1070317390767732 65.328793522901833 40.928187359546428 leaf_count=224 758 1478 internal_value=0 0.00109965 internal_weight=0 106.257 internal_count=2460 2236 is_linear=0 shrinkage=0.0204111 Tree=4713 num_leaves=4 num_cat=0 split_feature=3 39 11 split_gain=3.05992 5.1958 4.20718 threshold=-0.10919499999999999 0.084155000000000021 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021543162524753509 -9.0547877411256496e-05 0.00016680945805677957 -0.00011211659995010091 leaf_weight=19.078642849111933 68.49799535467173 15.275212298409313 9.2521397138771118 leaf_count=177 1902 265 141 internal_value=0 -4.34613e-05 0.000108442 internal_weight=0 83.7732 28.3308 internal_count=2485 2167 318 is_linear=0 shrinkage=0.000400217 Tree=4714 num_leaves=4 num_cat=0 split_feature=132 42 12 split_gain=3.33129 4.17896 3.23127 threshold=0.081240000000000021 -0.0044549999999999998 0.085775000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013136479014365017 0.017895024668016315 0.000219074351533672 -0.0051050163640541995 leaf_weight=10.831022798032789 7.6401704425225017 90.303559678737656 3.7266524213482626 leaf_count=535 97 1697 148 internal_value=0 -0.00122419 0.0103781 internal_weight=0 101.135 11.3668 internal_count=2477 2232 245 is_linear=0 shrinkage=0.0204111 Tree=4715 num_leaves=4 num_cat=0 split_feature=376 1456 39 split_gain=4.01866 3.62352 1.05023 threshold=0.048375000000000008 1.0000000180025095e-35 0.085095000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.850829522859108e-06 4.9677534415175293e-05 -0.00046002166587931877 0.00035944520121025897 leaf_weight=102.65340131056291 2.5261798294959572 2.7551152599044135 5.929520970559679 leaf_count=2143 31 209 101 internal_value=0 -1.62495e-05 0.000268759 internal_weight=0 105.409 8.4557 internal_count=2484 2352 132 is_linear=0 shrinkage=0.000400217 Tree=4716 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.33402 4.34263 threshold=-0.15747999999999998 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018037405569386187 -0.018439648546794869 0.00059588045968764875 leaf_weight=4.1602618260076261 5.144109456537989 99.633935281046433 leaf_count=30 141 2272 internal_value=0 -0.000357361 internal_weight=0 104.778 internal_count=2443 2413 is_linear=0 shrinkage=0.0204111 Tree=4717 num_leaves=4 num_cat=0 split_feature=376 151 2 split_gain=3.52339 3.53778 1.56906 threshold=0.048375000000000008 -0.41249499999999995 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046369138855697345 4.4158794387849947e-05 1.7842434461585005e-06 0.0003811934297763387 leaf_weight=2.5730249526677644 3.7205176740535517 100.79727881118015 5.4671632372774184 leaf_count=49 64 2243 69 internal_value=0 -1.02912e-05 0.000246887 internal_weight=0 103.37 9.18768 internal_count=2425 2292 133 is_linear=0 shrinkage=0.000400217 Tree=4718 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=5.11861 8.73788 6.10604 threshold=-0.061684999999999997 0.092550000000000007 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012337858678715893 0.027739833868732654 0.0020573527550715957 0.0021731425735895425 leaf_weight=30.640859059465583 4.3043363300967021 40.909806431271136 32.982332115119789 leaf_count=1469 46 529 410 internal_value=0 -0.0041169 0.00519875 internal_weight=0 71.5507 37.2867 internal_count=2454 1998 456 is_linear=0 shrinkage=0.0204111 Tree=4719 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=3.29876 3.58311 threshold=-0.51412499999999983 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003040128079090123 1.8582297761841015e-05 -0.00015044328774499964 leaf_weight=4.9888192843063726 76.720814800683002 27.092882210083189 leaf_count=40 1350 1078 internal_value=0 -2.56439e-05 internal_weight=0 103.814 internal_count=2468 2428 is_linear=0 shrinkage=0.000400217 Tree=4720 num_leaves=4 num_cat=0 split_feature=133 1374 1 split_gain=3.1186 3.10102 0.441531 threshold=0.14391000000000001 -0.094929999999999987 0.10282000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031422459965226989 -0.00044278249204629153 5.8317426968278981e-05 -6.7038956441108632e-06 leaf_weight=3.5881871657911679 2.319281065894756 110.70385443377018 0.44316220772452641 leaf_count=38 232 2170 17 internal_value=0 4.63254e-05 -0.000375811 internal_weight=0 114.292 2.76244 internal_count=2457 2208 249 is_linear=0 shrinkage=0.000400217 Tree=4721 num_leaves=3 num_cat=0 split_feature=1365 129 split_gain=3.31925 3.21942 threshold=0.088010000000000019 0.085790000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002779575897288669 -0.025233684307969968 -0.016170381588439538 leaf_weight=108.61286865472357 1.766050626290961 3.7574483344505998 leaf_count=2259 25 187 internal_value=0 0.00213046 internal_weight=0 112.37 internal_count=2471 2446 is_linear=0 shrinkage=0.0204111 Tree=4722 num_leaves=4 num_cat=0 split_feature=2 31 3 split_gain=6.84648 5.14454 4.0899 threshold=0.092135000000000009 -1.0000000180025095e-35 -0.51735999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043821823109332138 0.00051455060066436732 -0.00017085963210706194 3.3629955105847248e-05 leaf_weight=2.2233792316401368 2.8742352016270152 48.070164444645343 55.513958218150947 leaf_count=60 19 1433 975 internal_value=0 -0.00014302 5.82434e-05 internal_weight=0 50.2935 58.3882 internal_count=2487 1493 994 is_linear=0 shrinkage=0.000400217 Tree=4723 num_leaves=4 num_cat=0 split_feature=1429 16 2 split_gain=3.04956 3.07182 0.676108 threshold=-1.0000000180025095e-35 -0.55433999999999994 0.11084500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027406340821111558 -0.00068976926703341037 1.639196024984146e-05 -0.00077479210434527456 leaf_weight=1.4751076725297019 0.88399534439667959 106.0857848667074 0.66627469332888711 leaf_count=99 21 2301 21 internal_value=0 9.84112e-06 -0.000460619 internal_weight=0 106.97 2.14138 internal_count=2442 2322 120 is_linear=0 shrinkage=0.000400217 Tree=4724 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=4.94101 10.2608 4.67808 threshold=0.085505000000000012 0.053930000000000006 -0.23211999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042151670654321384 -0.00026509860713342883 0.00049544469622888026 2.9701365313451329e-05 leaf_weight=5.0604356160620219 19.583611629437659 3.2148022949695578 87.099758999793266 leaf_count=42 309 12 2111 internal_value=0 -0.000155957 5.1701e-05 internal_weight=0 22.7984 92.1602 internal_count=2474 321 2153 is_linear=0 shrinkage=0.000400217 Tree=4725 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=3.45165 3.10221 threshold=0.093235000000000012 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021209172208576628 -0.021994379918254852 -0.020620744246361993 leaf_weight=103.9764582170319 2.5409574692603192 2.4490257044817545 leaf_count=2344 35 83 internal_value=0 0.00157647 internal_weight=0 106.425 internal_count=2462 2427 is_linear=0 shrinkage=0.0204111 Tree=4726 num_leaves=3 num_cat=0 split_feature=1365 52 split_gain=3.717 3.25035 threshold=0.084635000000000016 -0.51498499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020415945101602988 -0.02123971636222732 0.0020306716201708573 leaf_weight=2.644126577419228 2.9716456776368423 108.78647329263913 leaf_count=192 48 2240 internal_value=0 0.00147808 internal_weight=0 111.431 internal_count=2480 2432 is_linear=0 shrinkage=0.0204111 Tree=4727 num_leaves=4 num_cat=0 split_feature=376 151 1 split_gain=3.62387 4.26174 0.916678 threshold=0.048375000000000008 -0.28286499999999998 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050566993878926392 8.7443366600636373e-05 -1.7763724977905937e-05 0.00034417695706639659 leaf_weight=2.8364140916237366 4.1372742988169176 105.04957485302293 4.9812078104587272 leaf_count=50 21 2296 109 internal_value=0 -3.11022e-05 0.000230164 internal_weight=0 107.886 9.11848 internal_count=2476 2346 130 is_linear=0 shrinkage=0.000400217 Tree=4728 num_leaves=4 num_cat=0 split_feature=47 3 47 split_gain=3.74794 8.23853 5.10189 threshold=0.086380000000000012 -0.074124999999999983 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019568245176608918 0.007830939854356159 -0.01698689018267379 0.037456727075703251 leaf_weight=83.092480611987412 9.4814957960334159 13.229031781782394 1.6101802319753904 leaf_count=2108 166 150 11 internal_value=0 -0.00663802 0.00268023 internal_weight=0 22.7105 84.7027 internal_count=2435 316 2119 is_linear=0 shrinkage=0.0204111 Tree=4729 num_leaves=4 num_cat=0 split_feature=15 474 0 split_gain=3.51771 5.96187 5.26091 threshold=-0.095804999999999987 0.084660000000000027 -0.23078999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017979887867481068 0.00034915441123510365 0.00038788658315910851 9.5566285577747254e-06 leaf_weight=26.536969364417022 8.0121589649934304 3.2279274363536379 72.693846366644721 leaf_count=458 43 42 1908 internal_value=0 -0.000117012 4.37075e-05 internal_weight=0 29.7649 80.706 internal_count=2451 500 1951 is_linear=0 shrinkage=0.000400217 Tree=4730 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.37969 3.35721 threshold=-0.28286499999999998 0.10561500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020742392517746247 -0.00050509486441600545 0.011500273792208127 leaf_weight=3.046634694459498 98.835430826875381 10.647880663942486 leaf_count=60 2267 187 internal_value=0 0.000673053 internal_weight=0 109.483 internal_count=2514 2454 is_linear=0 shrinkage=0.0204111 Tree=4731 num_leaves=4 num_cat=0 split_feature=1447 1 374 split_gain=3.62564 3.67644 0.959226 threshold=-1.0000000180025095e-35 0.094695000000000015 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045350826784032423 -3.5888069729773807e-05 0.00011197511050634256 4.6815048776686057e-05 leaf_weight=3.07718442872283 57.571557920149644 50.433617481437977 0.73564719408750523 leaf_count=216 1534 688 6 internal_value=0 3.32019e-05 -0.000358394 internal_weight=0 108.005 3.81283 internal_count=2444 2222 222 is_linear=0 shrinkage=0.000400217 Tree=4732 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=4.78564 7.63834 4.35909 threshold=-0.097754999999999995 0.094405000000000003 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.7982040637703042e-05 -0.00017288829051644342 7.5407336192375742e-05 0.00043382456908254148 leaf_weight=23.854088916821642 36.353083359186712 43.441585935826879 6.5863088498590505 leaf_count=325 1516 595 36 internal_value=0 -3.77956e-05 0.000148438 internal_weight=0 79.7947 30.4404 internal_count=2472 2111 361 is_linear=0 shrinkage=0.000400217 Tree=4733 num_leaves=3 num_cat=0 split_feature=1375 480 split_gain=4.83684 3.49547 threshold=-0.43150999999999995 0.08598500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057174579208102612 4.7428008311152541e-05 -0.00036629260827319933 leaf_weight=2.0344250182388341 107.32334562343749 3.2626183626125558 leaf_count=13 2256 167 internal_value=0 3.48639e-05 internal_weight=0 110.586 internal_count=2436 2423 is_linear=0 shrinkage=0.000400217 Tree=4734 num_leaves=4 num_cat=0 split_feature=41 2 1 split_gain=3.96482 3.58076 1.92585 threshold=0.079885000000000025 -0.58149499999999998 0.10776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.082503150011604173 -0.026643942309466335 0.00036904704729442354 -0.0025369742200390616 leaf_weight=0.10570726543664832 3.3998801285633808 102.77966048249073 2.3172380048781633 leaf_count=1 73 2340 29 internal_value=0 0.000194306 -0.0171094 internal_weight=0 102.885 5.71712 internal_count=2443 2341 102 is_linear=0 shrinkage=0.0204111 Tree=4735 num_leaves=4 num_cat=0 split_feature=15 1 0 split_gain=3.80581 5.8619 4.18327 threshold=-0.095804999999999987 0.094405000000000003 -0.23078999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022634934321917169 0.016325668714491027 -0.00075281134005841224 0.0010921936043928194 leaf_weight=6.6660090653749675 8.2059835989493859 20.638245041831397 77.562682675175893 leaf_count=195 44 280 1952 internal_value=0 -0.00616569 0.00256905 internal_weight=0 27.3043 85.7687 internal_count=2471 475 1996 is_linear=0 shrinkage=0.0204111 Tree=4736 num_leaves=4 num_cat=0 split_feature=133 12 0 split_gain=3.48466 3.99979 3.95101 threshold=0.099280000000000021 -1.0000000180025095e-35 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014172831326578431 0.008183232378964676 -0.026126262527235797 0.0071904745220818973 leaf_weight=74.260642202083545 2.0798190139466897 4.0470579430402713 31.570389169326518 leaf_count=1675 35 351 376 internal_value=0 -0.0145418 0.00115538 internal_weight=0 6.12688 105.831 internal_count=2437 386 2051 is_linear=0 shrinkage=0.0204111 Tree=4737 num_leaves=3 num_cat=0 split_feature=31 39 split_gain=3.12587 2.93411 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043557387661076523 -1.6507741645566317e-05 0.00046600645939528297 leaf_weight=2.4959392735618158 109.91013247242518 1.9443827606737603 leaf_count=74 2405 13 internal_value=0 -7.6625e-06 internal_weight=0 111.855 internal_count=2492 2418 is_linear=0 shrinkage=0.000400217 Tree=4738 num_leaves=4 num_cat=0 split_feature=15 1 148 split_gain=4.95362 6.83171 4.05015 threshold=0.082725000000000007 0.11174500000000002 -0.084449999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043546713224458105 -0.00044490234422681454 0.00019509850727865202 5.3352063587835193e-05 leaf_weight=2.6809629991184911 7.9065729805006395 3.9274073292035609 98.131538035602716 leaf_count=49 871 29 1530 internal_value=0 -0.000232664 3.98839e-05 internal_weight=0 11.834 100.813 internal_count=2479 900 1579 is_linear=0 shrinkage=0.000400217 Tree=4739 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.37332 4.02305 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020454403480232412 0.046744461473383972 0.0014323836812838509 leaf_weight=2.8081632698158492 0.71081085642799635 106.7318691290202 leaf_count=230 3 2208 internal_value=0 0.00178051 internal_weight=0 107.443 internal_count=2441 2211 is_linear=0 shrinkage=0.0204111 Tree=4740 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=5.6087 6.67234 3.0374 threshold=0.090515000000000012 -0.060094999999999989 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026072962483520275 0.00011584622653278391 5.5972746747163954e-05 -6.6217051832101985e-05 leaf_weight=25.362373848962307 44.631640254112426 18.259233464894351 21.754132886533625 leaf_count=1392 672 175 208 internal_value=0 -0.00012836 5.61744e-05 internal_weight=0 43.6216 66.3858 internal_count=2447 1567 880 is_linear=0 shrinkage=0.000400217 Tree=4741 num_leaves=4 num_cat=0 split_feature=0 2 1 split_gain=4.30045 6.7142 5.96558 threshold=-0.060129999999999996 0.10119000000000002 0.079805000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01449171083961337 0.011716954919575058 -0.0070445191146557102 -0.0002757872861743681 leaf_weight=15.500012081749444 23.333071772765834 11.930528854310976 57.956768754287623 leaf_count=1161 211 235 855 internal_value=0 0.00536729 -0.00329296 internal_weight=0 35.2636 73.4568 internal_count=2462 446 2016 is_linear=0 shrinkage=0.0204111 Tree=4742 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=5.52061 6.97503 3.17606 threshold=0.077765000000000015 -0.059114999999999994 -0.06202499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019139693899698083 0.012117559887619846 0.00038626794423029441 0.00026244113146623279 leaf_weight=13.582286914250291 10.827229735616127 17.178158637485467 67.597691136077628 leaf_count=1142 243 147 940 internal_value=0 -0.00827357 0.00191408 internal_weight=0 30.7604 78.4249 internal_count=2472 1289 1183 is_linear=0 shrinkage=0.0204111 Tree=4743 num_leaves=4 num_cat=0 split_feature=43 150 11 split_gain=4.16589 5.27114 5.14675 threshold=-0.074459999999999985 0.094365000000000018 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0068366409260785408 -0.0059056831826757089 0.0086274623778456495 -0.01966564688478592 leaf_weight=38.725612171809189 58.63967445633898 12.529592648483229 3.205517991736996 leaf_count=929 1401 113 43 internal_value=0 -0.00333754 0.00476364 internal_weight=0 71.1693 41.9311 internal_count=2486 1514 972 is_linear=0 shrinkage=0.0204111 Tree=4744 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=3.52434 4.31968 3.79221 threshold=-0.047889999999999995 -0.0064899999999999992 -0.088284999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004721257597476134 -0.015698884393186913 -0.00076742520597110201 0.012211439579875621 leaf_weight=23.373341285099741 9.1438149239547766 63.219306186707399 16.815144432111993 leaf_count=537 217 1504 211 internal_value=0 -0.00267551 0.00485395 internal_weight=0 72.3631 40.1885 internal_count=2469 1721 748 is_linear=0 shrinkage=0.0204111 Tree=4745 num_leaves=3 num_cat=0 split_feature=3 9 split_gain=2.90463 2.7121 threshold=-0.59414999999999984 -0.036024999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.06999781017675534 0.02237793067509625 -0.0004369048833125583 leaf_weight=0.13542086444795032 2.1030885101645245 108.32919067962212 leaf_count=2 67 2406 internal_value=0 1.98102e-05 internal_weight=0 110.432 internal_count=2475 2473 is_linear=0 shrinkage=0.0204111 Tree=4746 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=3.85207 3.91456 threshold=0.26577500000000004 -0.0068949999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024286876441889099 0.00040370079119333025 3.3559315123153383e-05 leaf_weight=8.824103679682592 4.0411487773526451 100.29602798486303 leaf_count=418 106 1954 internal_value=0 1.09797e-05 internal_weight=0 109.12 internal_count=2478 2372 is_linear=0 shrinkage=0.000400217 Tree=4747 num_leaves=4 num_cat=0 split_feature=43 16 13 split_gain=3.7425 4.02099 2.5305 threshold=-0.18545499999999995 0.22564000000000003 0.26379000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034450861944991106 1.3577612333120519e-05 -0.00026012098258159809 -5.879964820375878e-05 leaf_weight=8.2920654176268709 92.947516703956353 9.3611207343201368 3.5005585053586392 leaf_count=101 1989 324 56 internal_value=0 -1.17225e-05 0.000225362 internal_weight=0 102.309 11.7926 internal_count=2470 2313 157 is_linear=0 shrinkage=0.000400217 Tree=4748 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=3.6575 3.47353 threshold=0.062655000000000016 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00782043026144838 -0.023398133442249478 -0.00010487129195555273 leaf_weight=31.678772561601363 2.2851484093262107 83.684946961031528 leaf_count=300 80 2086 internal_value=0 0.00207688 internal_weight=0 115.364 internal_count=2466 2386 is_linear=0 shrinkage=0.0204111 Tree=4749 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=3.20974 4.82472 3.89187 threshold=0.084045000000000022 0.10812000000000001 0.095980000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0068171746712724236 -0.0063506337658495041 0.015978845995498408 -0.0033181628474238337 leaf_weight=43.823593172041001 37.686403315121424 4.4050823317375025 24.548329597746488 leaf_count=579 1652 23 255 internal_value=0 -0.00397755 0.0031787 internal_weight=0 42.0915 68.3719 internal_count=2509 1675 834 is_linear=0 shrinkage=0.0204111 Tree=4750 num_leaves=4 num_cat=0 split_feature=457 0 1 split_gain=3.46507 3.79333 2.5135 threshold=-0.0046349999999999994 -0.22961999999999996 0.090540000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048464350596444112 0.00024736099777703148 2.7002309095965084e-05 -5.1078351709276328e-05 leaf_weight=3.0608854771417082 14.359974878490901 92.72223662705801 6.6863823761232197 leaf_count=130 79 2208 59 internal_value=0 5.67804e-05 -0.000191186 internal_weight=0 107.082 9.74727 internal_count=2476 2287 189 is_linear=0 shrinkage=0.000400217 Tree=4751 num_leaves=4 num_cat=0 split_feature=1456 159 12 split_gain=3.29472 3.43907 1.42455 threshold=1.0000000180025095e-35 0.091305000000000011 -0.072949999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.6778055862595952e-05 0.00033460992594909619 -0.00018752378869120416 -0.00045860148960680318 leaf_weight=104.09117012887145 0.33308533646049943 9.168587329957516 2.7711594608408623 leaf_count=2010 3 243 217 internal_value=0 4.6027e-05 -0.000364804 internal_weight=0 113.26 3.10424 internal_count=2473 2253 220 is_linear=0 shrinkage=0.000400217 Tree=4752 num_leaves=4 num_cat=0 split_feature=43 1456 3 split_gain=3.87848 3.91682 0.222651 threshold=0.2506000000000001 -1.0000000180025095e-35 0.15576000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021417006426005199 -0.018979432128332578 0.00056156249186821406 -0.035370560794118509 leaf_weight=3.3801543502049745 1.9014578439455356 103.31551387399668 0.724059922620654 leaf_count=233 138 2120 5 internal_value=0 -0.000156448 -0.0247616 internal_weight=0 106.696 2.62552 internal_count=2496 2353 143 is_linear=0 shrinkage=0.0204111 Tree=4753 num_leaves=3 num_cat=0 split_feature=1456 2 split_gain=3.95595 2.98588 threshold=-1.0000000180025095e-35 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021435295204049864 -0.069212678073059558 0.0015308619857991382 leaf_weight=3.151546871806203 0.13720284774899383 108.89948154595913 leaf_count=225 2 2280 internal_value=0 0.00137094 internal_weight=0 109.037 internal_count=2507 2282 is_linear=0 shrinkage=0.0204111 Tree=4754 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=3.79727 3.43804 threshold=-0.40446999999999994 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02236576961582204 -0.026893753217957363 0.002388909506406699 leaf_weight=2.6316699817325562 1.5848590858950036 109.25014290426043 leaf_count=190 126 2158 internal_value=0 0.00194347 internal_weight=0 110.835 internal_count=2474 2284 is_linear=0 shrinkage=0.0204111 Tree=4755 num_leaves=3 num_cat=0 split_feature=1373 1213 split_gain=3.63877 3.07692 threshold=0.099250000000000019 -0.080769999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043556251173369 -0.00053786316952648147 2.6600057896260566e-05 leaf_weight=2.2443210134661049 1.8128146714298043 111.40708664448903 leaf_count=256 19 2227 internal_value=0 1.70538e-05 internal_weight=0 113.651 internal_count=2502 2483 is_linear=0 shrinkage=0.000400217 Tree=4756 num_leaves=4 num_cat=0 split_feature=457 15 9 split_gain=3.21086 4.15191 3.08648 threshold=0.069910000000000014 -0.034554999999999995 -0.036024999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022318120311249041 0.01376757256665934 -0.0065789709130405554 -0.0026132971833231766 leaf_weight=2.0087286178022614 12.856053546303885 6.0831968801794565 85.523032086814055 leaf_count=60 111 102 2186 internal_value=0 0.0072321 -0.00201338 internal_weight=0 18.9393 87.5318 internal_count=2459 213 2246 is_linear=0 shrinkage=0.0204111 Tree=4757 num_leaves=4 num_cat=0 split_feature=1 0 151 split_gain=5.27603 4.95235 3.59204 threshold=0.094405000000000003 -0.23166999999999996 -0.28286499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042441523374045557 -0.00037422203625310605 -0.00013123545549879976 9.3747315075874512e-05 leaf_weight=2.5953284937422714 2.6537794894538811 51.805586113550817 53.387004918418825 leaf_count=23 26 1692 722 internal_value=0 -0.000103909 7.08849e-05 internal_weight=0 54.4009 56.0408 internal_count=2463 1715 748 is_linear=0 shrinkage=0.000400217 Tree=4758 num_leaves=4 num_cat=0 split_feature=15 1 1 split_gain=4.19273 3.5042 2.35657 threshold=0.097210000000000019 0.12337000000000002 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.724219750887831e-06 -0.00047594738694492429 0.00023941318115061142 9.5047119481646062e-07 leaf_weight=95.856771504499193 4.055438415191019 11.85682417731732 2.757324441568926 leaf_count=1973 228 203 29 internal_value=0 3.52301e-05 -0.000286038 internal_weight=0 107.714 6.81276 internal_count=2433 2176 257 is_linear=0 shrinkage=0.000400217 Tree=4759 num_leaves=4 num_cat=0 split_feature=16 12 12 split_gain=4.69723 4.93728 4.40628 threshold=0.26746000000000009 0.10345000000000001 0.09864500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.4274986331619002e-05 -0.00044594284055806126 0.00017485245008712957 -0.00020633874237916539 leaf_weight=91.695767007760878 6.8753669507132127 2.8338062391849235 11.606872949691022 leaf_count=1917 251 49 316 internal_value=0 -0.000264824 2.48013e-05 internal_weight=0 9.70917 103.303 internal_count=2533 300 2233 is_linear=0 shrinkage=0.000400217 Tree=4760 num_leaves=4 num_cat=0 split_feature=1 0 457 split_gain=4.38967 9.52775 3.53743 threshold=1.0000000180025095e-35 0.053930000000000006 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017307224163162001 5.1176992404807528e-05 0.0058477935284210478 0.010894164400839061 leaf_weight=16.507584883278472 64.301887860157876 13.271951510221696 15.45855260803364 leaf_count=1216 1042 60 140 internal_value=0 -0.0070044 0.00216501 internal_weight=0 29.7795 79.7604 internal_count=2458 1276 1182 is_linear=0 shrinkage=0.0204111 Tree=4761 num_leaves=3 num_cat=0 split_feature=2 38 split_gain=3.03375 3.54636 threshold=0.16826500000000003 0.084835000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.1434466101840199e-08 0.00038979259491624319 -0.00045054597192307973 leaf_weight=105.23034906203247 2.9843666999950065 2.7629463769262648 leaf_count=2387 64 40 internal_value=0 -1.19928e-05 internal_weight=0 107.993 internal_count=2491 2427 is_linear=0 shrinkage=0.000400217 Tree=4762 num_leaves=3 num_cat=0 split_feature=1373 51 split_gain=3.51188 3.2618 threshold=0.099250000000000019 -0.40274499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022092282132896556 -0.027063573359659383 0.0020041260431822635 leaf_weight=2.2804247486346858 1.7127739620627824 108.43171257731592 leaf_count=91 19 2370 internal_value=0 0.00148597 internal_weight=0 110.712 internal_count=2480 2461 is_linear=0 shrinkage=0.0204111 Tree=4763 num_leaves=4 num_cat=0 split_feature=132 1444 12 split_gain=3.74605 3.56273 3.26938 threshold=0.081240000000000021 -0.084274999999999989 0.085775000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.026032350008675889 0.020010326778153197 -0.0020804824971299282 -0.003325907604080235 leaf_weight=1.8049997767084267 6.5430097335483861 93.182111522583 3.9618701231083833 leaf_count=22 89 2179 162 internal_value=0 -0.00151625 0.0112669 internal_weight=0 94.9871 10.5049 internal_count=2452 2201 251 is_linear=0 shrinkage=0.0204111 Tree=4764 num_leaves=4 num_cat=0 split_feature=484 38 123 split_gain=3.48835 3.72743 3.48282 threshold=-0.0068949999999999992 1.0000000180025095e-35 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019081187079146716 0.0027706306516818362 -0.017358606930914674 0.019675187155585836 leaf_weight=5.8214054485724764 99.750104347484012 3.8747297823429099 1.0593394488096235 leaf_count=379 2055 48 10 internal_value=0 0.00200004 -0.0128949 internal_weight=0 103.625 6.88074 internal_count=2492 2103 389 is_linear=0 shrinkage=0.0204111 Tree=4765 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=3.14923 3.21181 threshold=-0.28286499999999998 -0.51498499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.000424730702562954 -0.00039840431733414457 4.9675972644524785e-05 leaf_weight=2.2904441791615673 2.5159464415046378 103.86706672566652 leaf_count=51 188 2229 internal_value=0 3.86712e-05 internal_weight=0 106.383 internal_count=2468 2417 is_linear=0 shrinkage=0.000400217 Tree=4766 num_leaves=4 num_cat=0 split_feature=43 42 42 split_gain=3.68709 2.922 2.89197 threshold=0.095890000000000017 0.092340000000000019 -0.0044549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017752724617296341 0.00034627385081210249 -0.00012869513305293788 1.9359506069681765e-05 leaf_weight=13.679476501783936 8.5641692565695831 2.6611383059062055 89.370878305344377 leaf_count=560 177 66 1652 internal_value=0 0.000233516 -6.94065e-06 internal_weight=0 11.2253 103.05 internal_count=2455 243 2212 is_linear=0 shrinkage=0.000400217 Tree=4767 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=3.61129 4.15088 2.85898 threshold=0.12212000000000002 0.11893500000000001 0.10449500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007865830571326545 0.019582467750513671 -0.02478825866504147 0.0015164439749586528 leaf_weight=96.332980324084929 7.5276172189041954 2.606462820316664 7.0259228380746208 leaf_count=2199 131 43 105 internal_value=0 8.55798e-05 0.010939 internal_weight=0 98.9394 14.5535 internal_count=2478 2242 236 is_linear=0 shrinkage=0.0204111 Tree=4768 num_leaves=4 num_cat=0 split_feature=3 3 41 split_gain=3.38343 7.4406 2.98929 threshold=-0.097754999999999995 -0.049374999999999995 0.07831500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001623972941379996 -0.00025977927857566267 2.1233857233519586e-05 -0.0001281294918006815 leaf_weight=27.237388349109096 19.839856688289728 61.901130859623663 7.0672647480387232 leaf_count=304 1442 659 91 internal_value=0 -4.72346e-05 0.000102322 internal_weight=0 81.741 34.3047 internal_count=2496 2101 395 is_linear=0 shrinkage=0.000400217 Tree=4769 num_leaves=3 num_cat=0 split_feature=376 456 split_gain=3.38288 3.4338 threshold=0.088470000000000007 0.088355000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011175043236461493 0.019101259187016811 -0.017738207772788919 leaf_weight=99.126318329050264 3.5230250609456553 4.7168557078693985 leaf_count=2313 45 104 internal_value=0 -0.000930638 internal_weight=0 103.843 internal_count=2462 2417 is_linear=0 shrinkage=0.0204111 Tree=4770 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=2.91785 4.68305 threshold=-0.40186499999999997 0.088055000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028817904340814625 0.00064299073909100874 0.022916848096504835 leaf_weight=1.2297611754620437 106.56398352789256 3.9715885076438999 leaf_count=9 2397 52 internal_value=0 0.00146568 internal_weight=0 110.536 internal_count=2458 2449 is_linear=0 shrinkage=0.0204111 Tree=4771 num_leaves=3 num_cat=0 split_feature=42 123 split_gain=3.16694 3.05074 threshold=-0.25626499999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026994876351678555 -0.00056873778552910285 0.010740916433319458 leaf_weight=1.6497562594013278 96.541368884827534 10.963640319940167 leaf_count=18 2262 208 internal_value=0 0.000594625 internal_weight=0 107.505 internal_count=2488 2470 is_linear=0 shrinkage=0.0204111 Tree=4772 num_leaves=3 num_cat=0 split_feature=1365 2 split_gain=3.19308 2.97918 threshold=0.08617000000000001 0.16826500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.6499883840344398e-06 -0.00050052150366511425 0.00038253255523754256 leaf_weight=106.26043232134543 1.9191597291501228 3.1520072789862743 leaf_count=2389 27 65 internal_value=0 5.9126e-06 internal_weight=0 109.412 internal_count=2481 2454 is_linear=0 shrinkage=0.000400217 Tree=4773 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=3.36898 3.38961 threshold=-1.0000000180025095e-35 0.097240000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043110626785154065 8.6207376244916471e-06 -0.00053582884848789487 leaf_weight=2.8628533235751084 110.12275932072225 1.7505591034423549 leaf_count=21 2486 22 internal_value=0 -4.25868e-07 internal_weight=0 111.873 internal_count=2529 2508 is_linear=0 shrinkage=0.000400217 Tree=4774 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=4.66395 4.75974 0.998947 threshold=-0.49367499999999992 0.050030000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0080906285575082296 -0.00145499972467975 0.012459578783162008 -0.026033097079896275 leaf_weight=2.3201786833815277 93.43118774771574 11.38903130579274 3.2683214705903074 leaf_count=33 2274 87 97 internal_value=0 6.85427e-05 -0.0188892 internal_weight=0 104.82 5.5885 internal_count=2491 2361 130 is_linear=0 shrinkage=0.0204111 Tree=4775 num_leaves=4 num_cat=0 split_feature=4 1374 0 split_gain=3.34358 3.51194 0.0917661 threshold=0.51087000000000005 0.10637000000000001 -0.13647999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1739002630590838e-06 0.00022396147828664429 -0.00049890641004582772 0.00040052831103567382 leaf_weight=105.76283612496627 1.205142071819864 2.1768904932541764 2.8769997637718907 leaf_count=2330 18 22 87 internal_value=0 -8.43823e-06 0.000355772 internal_weight=0 107.94 4.08214 internal_count=2457 2352 105 is_linear=0 shrinkage=0.000400217 Tree=4776 num_leaves=4 num_cat=0 split_feature=1 48 2 split_gain=3.23263 4.87869 1.46625 threshold=0.13662500000000002 0.12879500000000002 0.13816000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.465839063930774e-06 6.2001432470603726e-05 -0.00040763725949522812 0.00041550567047008314 leaf_weight=97.915421697391139 3.7816442705807267 5.0786278704181305 3.7171711534028873 leaf_count=2288 59 50 81 internal_value=0 -2.9521e-05 0.000240769 internal_weight=0 102.994 7.49882 internal_count=2478 2338 140 is_linear=0 shrinkage=0.000400217 Tree=4777 num_leaves=4 num_cat=0 split_feature=133 1 151 split_gain=3.33929 3.3583 3.35716 threshold=0.10637000000000002 0.109225 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019530703182958166 -0.026567330989954924 0.014799250494413 0.0021601730739817374 leaf_weight=2.9466394794289945 3.2394454416134968 1.0007387782679869 106.45106551718345 leaf_count=59 325 30 2072 internal_value=0 -0.0166747 0.00155656 internal_weight=0 4.24018 109.398 internal_count=2486 355 2131 is_linear=0 shrinkage=0.0204111 Tree=4778 num_leaves=3 num_cat=0 split_feature=1456 133 split_gain=3.57718 2.89412 threshold=-1.0000000180025095e-35 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021204037000226061 -0.026236023839943338 0.0012323499480913283 leaf_weight=3.0506009360396993 1.5105615034699429 106.14323470841191 leaf_count=222 128 2091 internal_value=0 0.000820064 internal_weight=0 107.654 internal_count=2441 2219 is_linear=0 shrinkage=0.0204111 Tree=4779 num_leaves=4 num_cat=0 split_feature=2 2 52 split_gain=3.80143 6.89983 4.85965 threshold=0.090510000000000021 0.084175000000000014 0.19255000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0734885956371343e-05 0.00010955181256385143 -0.00031087386625833858 -0.0003543106754131779 leaf_weight=31.704821111474303 58.722314539001673 13.381995184157857 3.7465088605531482 leaf_count=732 953 642 150 internal_value=0 -7.11753e-05 8.11479e-05 internal_weight=0 45.0868 62.4688 internal_count=2477 1374 1103 is_linear=0 shrinkage=0.000400217 Tree=4780 num_leaves=4 num_cat=0 split_feature=52 15 4 split_gain=3.43217 3.17997 2.39764 threshold=-0.24861499999999997 -0.0087549999999999989 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020808192277682807 -0.0016379429701268145 0.0055156092209764588 0.008302447515292145 leaf_weight=4.7994091053114962 59.132389969563519 45.885578272485873 1.482796969823539 leaf_count=276 1098 1099 7 internal_value=0 0.00149021 -0.0139121 internal_weight=0 105.018 6.28221 internal_count=2480 2197 283 is_linear=0 shrinkage=0.0204111 Tree=4781 num_leaves=4 num_cat=0 split_feature=15 49 1 split_gain=4.22183 5.0321 4.74074 threshold=0.084050000000000014 -0.085074999999999998 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013861156261774402 -0.022196627021749179 0.0026479580752986941 0.0081003777864358199 leaf_weight=8.3148220860166457 6.7582736050971999 88.168964000280539 3.0627350633731112 leaf_count=112 795 1507 26 internal_value=0 0.00121081 -0.0127635 internal_weight=0 96.4838 9.82101 internal_count=2440 1619 821 is_linear=0 shrinkage=0.0204111 Tree=4782 num_leaves=4 num_cat=0 split_feature=16 13 0 split_gain=4.64283 4.90905 3.86026 threshold=0.26746000000000009 0.24853500000000003 -0.0019449999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.2784826353283717e-06 -0.00042891625706439586 0.00019911444260396082 0.00022278955709499233 leaf_weight=80.695048077381216 6.8163756243593507 2.7214940810226835 15.657063608465249 leaf_count=1995 276 15 169 internal_value=0 -0.000249486 4.16789e-05 internal_weight=0 9.53787 96.3521 internal_count=2455 291 2164 is_linear=0 shrinkage=0.000400217 Tree=4783 num_leaves=4 num_cat=0 split_feature=4 402 1 split_gain=3.3966 4.1641 0.0527784 threshold=0.51014500000000018 0.086350000000000024 0.11224000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1871045548544715e-05 0.00023705024024624349 -0.00036604876055175629 0.00039985187163040636 leaf_weight=100.29827420837682 1.089176489971577 4.785819023512885 2.9472135945688933 leaf_count=2098 9 254 108 internal_value=0 -5.71176e-06 0.000363506 internal_weight=0 105.084 4.03639 internal_count=2469 2352 117 is_linear=0 shrinkage=0.000400217 Tree=4784 num_leaves=4 num_cat=0 split_feature=4 158 151 split_gain=3.82619 4.29224 2.76204 threshold=0.27190000000000009 1.0000000180025095e-35 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2665900458793299e-06 -0.00014342292571856209 -0.0003119115332255367 0.00024551322323758433 leaf_weight=86.133368413771677 3.4934271341189769 7.2599542945245039 16.033920736517757 leaf_count=1930 30 233 245 internal_value=0 -1.88109e-05 0.000175512 internal_weight=0 93.3933 19.5273 internal_count=2438 2163 275 is_linear=0 shrinkage=0.000400217 Tree=4785 num_leaves=4 num_cat=0 split_feature=131 43 43 split_gain=4.29027 3.61046 2.3049 threshold=0.092620000000000022 -0.063379999999999978 -0.15246999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0067768366011560733 0.017361787103907331 -0.001305532999931506 -0.02101351029905928 leaf_weight=34.724498162708187 0.65848313155584026 67.83666715331492 5.1577074172091661 leaf_count=919 13 1275 235 internal_value=0 0.00143535 -0.016423 internal_weight=0 102.561 5.81619 internal_count=2442 2194 248 is_linear=0 shrinkage=0.0204111 Tree=4786 num_leaves=4 num_cat=0 split_feature=0 151 15 split_gain=3.13997 5.8169 5.27667 threshold=-0.10674499999999999 0.085465000000000013 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0080904218340522808 -0.0016082564433995217 -0.032699147008438775 0.0079439302594313029 leaf_weight=11.166421700749195 59.606815666462353 2.5059839277528217 35.363490682124393 leaf_count=139 1982 58 284 internal_value=0 -0.00291922 0.00408576 internal_weight=0 62.1128 46.5299 internal_count=2463 2040 423 is_linear=0 shrinkage=0.0204111 Tree=4787 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=3.592 5.467 5.36333 threshold=-0.10674499999999999 0.11831500000000002 -0.015319999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.2260136665529253e-05 -0.00010293516918442198 0.0001789890049977024 0.00030595726368061259 leaf_weight=32.070051781920483 50.938061958295293 13.941478483495301 14.339706491504328 leaf_count=321 1782 222 121 internal_value=0 -4.21506e-05 0.000103525 internal_weight=0 64.8795 46.4098 internal_count=2446 2004 442 is_linear=0 shrinkage=0.000400217 Tree=4788 num_leaves=3 num_cat=0 split_feature=1373 456 split_gain=3.5426 3.59782 threshold=0.099250000000000019 0.087015000000000023 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001277074350725821 -0.027001155901345972 -0.016932521171255998 leaf_weight=105.28429009464162 1.8752052951604117 4.6110236984677604 leaf_count=2323 21 138 internal_value=0 0.000496574 internal_weight=0 109.895 internal_count=2482 2461 is_linear=0 shrinkage=0.0204111 Tree=4789 num_leaves=4 num_cat=0 split_feature=403 14 15 split_gain=3.26695 3.15191 0.843723 threshold=-0.092224999999999988 0.076175000000000007 -0.23046999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023363952693566514 5.17095765866799e-05 -0.0003867901675108294 -0.00041294242285940143 leaf_weight=0.28781530261039767 107.5797532297729 2.5802644024370229 3.0923301925358819 leaf_count=12 2099 76 277 internal_value=0 4.10563e-05 -0.000352161 internal_weight=0 110.16 3.38015 internal_count=2464 2175 289 is_linear=0 shrinkage=0.000400217 Tree=4790 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=5.29718 4.341 threshold=-0.094929999999999987 -0.40306999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004893033917386726 -0.000356740703689271 5.3782689746364842e-05 leaf_weight=3.0366657797712824 4.1868520366406292 102.9604992204695 leaf_count=45 260 2196 internal_value=0 3.73856e-05 internal_weight=0 107.147 internal_count=2501 2456 is_linear=0 shrinkage=0.000400217 Tree=4791 num_leaves=4 num_cat=0 split_feature=52 133 151 split_gain=3.4812 4.41467 3.19279 threshold=-0.24526499999999998 -0.53101999999999994 -0.27336999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060120752455614362 -0.00039819398078521604 -0.00036973168402799005 3.6456912401887067e-05 leaf_weight=0.74551404517842446 2.6687398004432898 6.4254811501450595 102.4751794959011 leaf_count=4 43 293 2146 internal_value=0 -0.000261099 2.50128e-05 internal_weight=0 7.171 105.144 internal_count=2486 297 2189 is_linear=0 shrinkage=0.000400217 Tree=4792 num_leaves=4 num_cat=0 split_feature=14 0 147 split_gain=3.75022 3.24375 0.2726 threshold=0.062655000000000016 -0.13314999999999996 0.085050000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012175576883886656 -0.00028407395687196375 -2.1474309191740388e-05 -0.0005965286139704393 leaf_weight=38.380570466222707 1.2510328136559103 73.966166671227256 1.2387151792645452 leaf_count=282 67 2120 12 internal_value=0 2.75293e-05 -0.000458511 internal_weight=0 112.347 2.48975 internal_count=2481 2402 79 is_linear=0 shrinkage=0.000400217 Tree=4793 num_leaves=4 num_cat=0 split_feature=0 15 15 split_gain=4.43787 6.31715 4.98625 threshold=-0.10674499999999999 -0.095804999999999987 -0.032264999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0048416137698765729 0.0026285499429862182 0.010497191359985515 -0.009038538667015995 leaf_weight=18.215617069901782 27.680068031557312 28.65861502441112 33.792606724826328 leaf_count=200 813 238 1229 internal_value=0 0.0045391 -0.00378983 internal_weight=0 46.8742 61.4727 internal_count=2480 438 2042 is_linear=0 shrinkage=0.0204111 Tree=4794 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=3.37255 7.06667 4.03618 threshold=0.094405000000000003 -0.080924999999999983 0.10489000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050271252731417474 0.0051854048463490024 -0.010261127091987159 -0.010649269843998993 leaf_weight=19.764034601343155 42.02630713279359 34.355807785592333 7.8681875167530952 leaf_count=537 558 1178 174 internal_value=0 -0.00467916 0.00267008 internal_weight=0 54.1198 49.8945 internal_count=2447 1715 732 is_linear=0 shrinkage=0.0204111 Tree=4795 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=3.57529 7.50275 3.48764 threshold=0.094405000000000003 -0.10831999999999999 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066268006250411451 0.0070118181169264325 -0.0095822459001266465 -0.0038113747434894998 leaf_weight=17.607551649605739 34.705174752976745 36.165927619171271 19.179092666716315 leaf_count=171 557 1576 189 internal_value=0 -0.00427203 0.00315959 internal_weight=0 53.7735 53.8843 internal_count=2493 1747 746 is_linear=0 shrinkage=0.0204111 Tree=4796 num_leaves=4 num_cat=0 split_feature=13 39 11 split_gain=3.90055 3.4158 2.45547 threshold=-0.10939499999999998 0.15619500000000003 0.077290000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022905392142846698 -5.3834253148690669e-05 0.00046308261390271265 -0.00011676421330177667 leaf_weight=15.260397655772978 88.538450965723314 1.9848047283012409 4.1083377102622753 leaf_count=179 2198 20 54 internal_value=0 -4.19423e-05 0.000155452 internal_weight=0 90.5233 19.3687 internal_count=2451 2218 233 is_linear=0 shrinkage=0.000400217 Tree=4797 num_leaves=4 num_cat=0 split_feature=41 46 1 split_gain=3.91691 3.33726 1.88481 threshold=0.079885000000000025 0.081930000000000017 0.10776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030055671104482332 -0.022828346333485648 -0.019753096802991171 -0.0012873147363711283 leaf_weight=100.80006198072078 3.7906410893192506 2.6469900668598703 3.0127651542425156 leaf_count=2334 76 42 35 internal_value=0 0.00240249 -0.0134646 internal_weight=0 103.447 6.80341 internal_count=2487 2376 111 is_linear=0 shrinkage=0.0204111 Tree=4798 num_leaves=4 num_cat=0 split_feature=1429 1 2 split_gain=3.2118 3.33406 0.637152 threshold=-1.0000000180025095e-35 0.11588000000000001 0.110335 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014364194023600606 -0.00081608577008912184 0.0084232965214471583 -0.039399943946631884 leaf_weight=1.4496953054767794 87.20568715997797 19.887341428664513 0.66808024654164899 leaf_count=102 2005 307 24 internal_value=0 0.000906687 -0.0238439 internal_weight=0 107.093 2.11778 internal_count=2438 2312 126 is_linear=0 shrinkage=0.0204111 Tree=4799 num_leaves=4 num_cat=0 split_feature=14 3 3 split_gain=3.9331 3.80971 0.479053 threshold=0.076175000000000007 0.18307500000000002 -0.016079999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00099160817451774395 -0.031888189148712928 0.018394901759953258 -0.012978386622619367 leaf_weight=101.32636773867853 1.2433496613521131 5.4153399422648354 1.3999139530933451 leaf_count=2238 58 114 25 internal_value=0 0.00189288 -0.0228077 internal_weight=0 106.742 2.64326 internal_count=2435 2352 83 is_linear=0 shrinkage=0.0204111 Tree=4800 num_leaves=4 num_cat=0 split_feature=457 2 49 split_gain=4.31787 4.67096 4.25794 threshold=0.080930000000000016 0.12203000000000001 -0.083949999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042608079766763831 -0.011405817632778377 0.0085437056020683903 0.013205567479088066 leaf_weight=72.517549116244481 3.5211002083960947 14.08003971716971 15.357833893969653 leaf_count=1984 53 246 143 internal_value=0 -0.00217056 0.00857513 internal_weight=0 86.5976 18.8789 internal_count=2426 2230 196 is_linear=0 shrinkage=0.0204111 Tree=4801 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=4.51092 6.99045 5.30223 threshold=-0.10191999999999998 -0.075379999999999989 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0069504185614893037 -0.014032659843944273 0.0011539772604360007 0.0090409278031475231 leaf_weight=11.327747677729347 17.697580521940836 43.345998226403026 35.354612611146877 leaf_count=156 1235 776 292 internal_value=0 -0.00326652 0.00515319 internal_weight=0 61.0436 46.6824 internal_count=2459 2011 448 is_linear=0 shrinkage=0.0204111 Tree=4802 num_leaves=4 num_cat=0 split_feature=52 49 4 split_gain=3.57946 6.46782 4.32801 threshold=0.077655000000000016 -0.077819999999999986 -0.35826999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035582435642475416 -0.00055535072282501677 0.00018321987684952117 -8.8465698107150149e-06 leaf_weight=6.0965512851253143 1.9390692589804555 26.187105293225613 79.456070349406218 leaf_count=128 32 802 1557 internal_value=0 0.000130301 -3.40053e-05 internal_weight=0 28.1262 85.5526 internal_count=2519 834 1685 is_linear=0 shrinkage=0.000400217 Tree=4803 num_leaves=4 num_cat=0 split_feature=13 16 13 split_gain=3.65482 6.02733 3.21855 threshold=0.10979500000000002 0.22564000000000003 0.17888000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022903854766826218 0.020320357980132094 -0.017315165740021034 0.0011881552819092344 leaf_weight=82.548116556739842 6.2911846961360416 8.9404957292572345 8.5957368676317838 leaf_count=1979 41 311 133 internal_value=0 -0.00150449 0.00936472 internal_weight=0 91.4886 14.8869 internal_count=2464 2290 174 is_linear=0 shrinkage=0.0204111 Tree=4804 num_leaves=4 num_cat=0 split_feature=15 49 484 split_gain=4.13088 4.57785 3.45429 threshold=0.084050000000000014 -0.14750499999999997 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012941467775669622 0.004450819765180288 -0.023136145131957421 0.0017628642305426167 leaf_weight=7.0925465194159178 3.9698479253565893 6.5415025222173409 87.315019840185414 leaf_count=304 37 812 1308 internal_value=0 -0.0127802 0.000644152 internal_weight=0 10.5114 94.4076 internal_count=2461 849 1612 is_linear=0 shrinkage=0.0204111 Tree=4805 num_leaves=4 num_cat=0 split_feature=14 1444 3 split_gain=3.23001 3.09643 0.528461 threshold=0.076175000000000007 -0.084274999999999989 -0.096099999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005460876875405281 -0.00065438707505865133 1.97067998801471e-05 -0.00022640720762633391 leaf_weight=1.7074656656477589 1.0367779461084867 111.7809717181226 1.0780815554317076 leaf_count=20 57 2378 25 internal_value=0 2.81568e-05 -0.000458572 internal_weight=0 113.488 2.11486 internal_count=2480 2398 82 is_linear=0 shrinkage=0.000400217 Tree=4806 num_leaves=4 num_cat=0 split_feature=147 12 48 split_gain=4.6027 3.98297 1.68444 threshold=0.08789000000000001 -0.030979999999999997 -0.081079999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0084546530908171831 0.0011010759955475387 -0.0033626050690804886 0.019847690739973587 leaf_weight=13.873951208559445 2.9991106539964676 78.983994789137796 5.9461700293468294 leaf_count=285 46 2025 67 internal_value=0 -0.00158893 0.0136538 internal_weight=0 92.8579 8.94528 internal_count=2423 2310 113 is_linear=0 shrinkage=0.0204111 Tree=4807 num_leaves=4 num_cat=0 split_feature=1 47 52 split_gain=4.40927 4.59211 1.52233 threshold=0.13662500000000002 0.086380000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.49509360591012e-05 6.9168156234052956e-05 -0.00020724385608018829 0.00045229704077481272 leaf_weight=78.951896044585737 2.8068331007380038 18.248005113797262 4.1302788751781909 leaf_count=2042 52 284 83 internal_value=0 -2.69537e-05 0.00030084 internal_weight=0 97.1999 6.93711 internal_count=2461 2326 135 is_linear=0 shrinkage=0.000400217 Tree=4808 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=3.75391 5.10403 4.05148 threshold=0.094405000000000003 0.11439500000000001 0.079825000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0051820500394969904 0.0010572063825951034 0.016157851962249965 0.014130703280026418 leaf_weight=51.284259409309016 39.533407491340768 5.0271702501922837 13.061365891597232 leaf_count=1707 566 18 178 internal_value=0 -0.00324866 0.004327 internal_weight=0 56.3114 52.5948 internal_count=2469 1725 744 is_linear=0 shrinkage=0.0204111 Tree=4809 num_leaves=3 num_cat=0 split_feature=1373 1429 split_gain=3.56227 3.37505 threshold=0.09586500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046386624778574408 -0.00052990303563578444 2.4417193996500186e-05 leaf_weight=2.2043565352651049 1.85027316212654 107.4474747547647 leaf_count=117 20 2286 internal_value=0 1.41379e-05 internal_weight=0 109.652 internal_count=2423 2403 is_linear=0 shrinkage=0.000400217 Tree=4810 num_leaves=4 num_cat=0 split_feature=4 2 4 split_gain=3.90922 3.1749 1.39805 threshold=-0.49367499999999992 0.089810000000000015 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051322969906308479 -0.0030474710075600606 0.0041292439057455414 -0.026046515820079594 leaf_weight=2.5429238709621131 43.752049274648016 61.856748053607589 2.8489993370603761 leaf_count=38 1325 1057 83 internal_value=0 0.00115597 -0.0164881 internal_weight=0 105.609 5.39192 internal_count=2503 2382 121 is_linear=0 shrinkage=0.0204111 Tree=4811 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=3.19626 3.27191 threshold=-0.40274499999999996 -0.15786499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022102128608722224 0.0099655302505877591 -0.00043673632651432313 leaf_weight=2.445976618808344 14.481083609571213 92.055179605777084 leaf_count=96 185 2209 internal_value=0 0.000986184 internal_weight=0 106.536 internal_count=2490 2394 is_linear=0 shrinkage=0.0204111 Tree=4812 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=3.89735 4.30884 threshold=1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.2933101912796338e-06 -0.00042668067185147438 0.00035230452014190384 leaf_weight=98.341212598730635 3.183604158461093 5.6323573651607139 leaf_count=2325 45 110 internal_value=0 1.53822e-05 internal_weight=0 103.974 internal_count=2480 2435 is_linear=0 shrinkage=0.000400217 Tree=4813 num_leaves=4 num_cat=0 split_feature=15 43 1 split_gain=6.59518 6.10471 4.01344 threshold=0.034495000000000005 0.23693500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0060969854850872829 -0.017428154780105523 0.026189984726860974 0.0035671046866571545 leaf_weight=24.038301108012092 13.932221218019547 1.3781618276261713 69.117861217280733 leaf_count=679 898 62 863 internal_value=0 -0.0133402 0.00106903 internal_weight=0 15.3104 93.1562 internal_count=2502 960 1542 is_linear=0 shrinkage=0.0204111 Tree=4814 num_leaves=4 num_cat=0 split_feature=1456 15 52 split_gain=3.51329 3.3453 0.335789 threshold=1.0000000180025095e-35 -0.25061999999999995 -0.10243499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026301952459061321 -7.8903569234052151e-06 1.5666638634833963e-05 -0.00043489066527487946 leaf_weight=9.5006847631302644 0.33395774818200186 98.691217597996001 2.7197821285080854 leaf_count=201 35 2055 188 internal_value=0 3.7637e-05 -0.000390125 internal_weight=0 108.192 3.05374 internal_count=2479 2256 223 is_linear=0 shrinkage=0.000400217 Tree=4815 num_leaves=4 num_cat=0 split_feature=2 4 150 split_gain=3.55023 9.10005 3.13154 threshold=0.089810000000000015 -0.083954999999999988 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015593326059277478 -0.00039548367652889038 -0.0097767597882015781 0.0098697991472956326 leaf_weight=6.9974387676775214 49.888513589467038 34.412412526500702 16.352083283869433 leaf_count=306 968 1033 178 internal_value=0 -0.00545923 0.00215097 internal_weight=0 41.4099 66.2406 internal_count=2485 1339 1146 is_linear=0 shrinkage=0.0204111 Tree=4816 num_leaves=4 num_cat=0 split_feature=456 1373 150 split_gain=3.22628 3.68966 3.5644 threshold=0.087485000000000021 0.099250000000000019 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1881216867311578e-05 -0.00052023523785708155 -0.00052560372252813002 0.00017950919871665753 leaf_weight=102.57143193677621 3.3019379145116536 1.69190180429723 1.7007005708292124 leaf_count=2312 87 18 46 internal_value=0 4.19565e-05 -0.000283628 internal_weight=0 104.263 5.00264 internal_count=2463 2330 133 is_linear=0 shrinkage=0.000400217 Tree=4817 num_leaves=4 num_cat=0 split_feature=130 10 160 split_gain=3.03422 2.83197 0.71684 threshold=1.0000000180025095e-35 0.083760000000000015 0.10285000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061638330652477385 -0.021763042517408581 0.019574634000533594 0.0048670371877861393 leaf_weight=105.48900371317723 2.9124572166401772 3.2764786572661242 0.44684664785745543 leaf_count=2091 299 50 26 internal_value=0 0.00120703 -0.018178 internal_weight=0 108.765 3.3593 internal_count=2466 2141 325 is_linear=0 shrinkage=0.0204111 Tree=4818 num_leaves=4 num_cat=0 split_feature=1447 483 123 split_gain=3.24972 3.11691 2.2222 threshold=-1.0000000180025095e-35 0.099040000000000003 0.084355000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047439514003352282 3.3361105386533357e-05 -0.00044120288973228369 0.00027431790066331058 leaf_weight=3.2963392058882159 106.51906118625629 2.1521882669621837 0.70238332264125336 leaf_count=219 2167 90 8 internal_value=0 2.35181e-05 -0.000338992 internal_weight=0 108.671 3.99872 internal_count=2484 2257 227 is_linear=0 shrinkage=0.000400217 Tree=4819 num_leaves=3 num_cat=0 split_feature=447 16 split_gain=3.39531 4.10655 threshold=0.089095000000000021 0.020675000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0044129193405169362 0.016905622987765719 0.0046172191223482831 leaf_weight=67.445550236152485 4.1959738589357576 30.327149604228907 leaf_count=1811 66 557 internal_value=0 -0.00160987 internal_weight=0 97.7727 internal_count=2434 2368 is_linear=0 shrinkage=0.0204111 Tree=4820 num_leaves=3 num_cat=0 split_feature=1373 48 split_gain=4.2554 3.52799 threshold=0.099250000000000019 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.403142618233712e-05 -0.00056706228216833147 -0.00024754351647012396 leaf_weight=100.80916994721338 1.7989157611737017 6.5108198116067788 leaf_count=2378 18 70 internal_value=0 3.54967e-05 internal_weight=0 107.32 internal_count=2466 2448 is_linear=0 shrinkage=0.000400217 Tree=4821 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.12812 4.29718 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040221839843756888 0.00092827998608770569 7.8553777808016672e-06 leaf_weight=2.8476278174930476 0.70669732661917706 107.50522169213218 leaf_count=231 3 2210 internal_value=0 1.48197e-05 internal_weight=0 108.212 internal_count=2444 2213 is_linear=0 shrinkage=0.000400217 Tree=4822 num_leaves=4 num_cat=0 split_feature=457 39 1 split_gain=4.49117 3.01853 2.92255 threshold=0.069910000000000014 0.15619500000000003 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011771244498676109 0.00081718811749117483 0.023399861308801617 0.016837728217843431 leaf_weight=87.044022970898368 8.1112307732692006 2.0209992786403737 11.356081849255132 leaf_count=2229 96 19 118 internal_value=0 -0.000590761 0.0102055 internal_weight=0 89.065 19.4673 internal_count=2462 2248 214 is_linear=0 shrinkage=0.0204111 Tree=4823 num_leaves=4 num_cat=0 split_feature=42 160 156 split_gain=3.18319 4.94559 3.4779 threshold=-1.0000000180025095e-35 -0.076689999999999994 0.091255000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017856789576828084 4.7538788607463929e-05 -0.00031705150537446493 -0.0002560266851206963 leaf_weight=4.5051690554100778 86.810110426231404 10.728273289583738 6.3859669590019612 leaf_count=94 1590 609 189 internal_value=0 -0.000170243 2.64557e-05 internal_weight=0 15.2334 93.1961 internal_count=2482 703 1779 is_linear=0 shrinkage=0.000400217 Tree=4824 num_leaves=4 num_cat=0 split_feature=3 0 49 split_gain=5.27125 6.86173 3.71869 threshold=-0.10072999999999999 -0.10191999999999998 -0.029539999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020777642344760518 0.0028137655797401137 -0.0095863478312835579 0.0034610648626527047 leaf_weight=6.4948188760317889 40.68980155227473 34.061777942901244 24.000475841196021 leaf_count=48 392 1738 310 internal_value=0 -0.00284244 0.00721163 internal_weight=0 74.7516 30.4953 internal_count=2488 2130 358 is_linear=0 shrinkage=0.0204111 Tree=4825 num_leaves=3 num_cat=0 split_feature=1456 156 split_gain=4.36143 3.76392 threshold=-1.0000000180025095e-35 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021489059770122759 0.0025259049459744913 -0.012828458561888858 leaf_weight=3.4416308856816604 99.165510447426641 7.0182111052272367 leaf_count=239 2067 196 internal_value=0 0.00149861 internal_weight=0 106.184 internal_count=2502 2263 is_linear=0 shrinkage=0.0204111 Tree=4826 num_leaves=4 num_cat=0 split_feature=1 43 16 split_gain=4.02798 3.55748 0.837309 threshold=0.13840500000000003 0.2506000000000001 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011287814950901409 0.023472841353434196 -0.027488999957930624 0.0075202670010869081 leaf_weight=99.003492865878798 2.8429120121872984 2.0683555920404606 2.8466473390581077 leaf_count=2226 78 142 36 internal_value=0 -0.00169804 0.0157905 internal_weight=0 101.072 5.68956 internal_count=2482 2368 114 is_linear=0 shrinkage=0.0204111 Tree=4827 num_leaves=3 num_cat=0 split_feature=1374 15 split_gain=5.17711 3.57944 threshold=-0.094929999999999987 0.095330000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052176769552518055 3.0529457709215512e-05 -0.00025213363495825208 leaf_weight=2.9083178152795872 97.217400056943006 7.6351148767280383 leaf_count=43 2129 308 internal_value=0 9.69959e-06 internal_weight=0 104.853 internal_count=2480 2437 is_linear=0 shrinkage=0.000400217 Tree=4828 num_leaves=3 num_cat=0 split_feature=14 155 split_gain=3.79717 3.44452 threshold=0.076175000000000007 0.090695000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.99495601931715e-05 -0.00046549912234888978 -0.00045724307680238766 leaf_weight=105.74262044923671 2.4288575752434545 2.1683979766385155 leaf_count=2239 72 133 internal_value=0 2.94952e-05 internal_weight=0 107.911 internal_count=2444 2372 is_linear=0 shrinkage=0.000400217 Tree=4829 num_leaves=4 num_cat=0 split_feature=13 43 0 split_gain=3.72638 4.18421 4.00604 threshold=0.10979500000000002 0.25619500000000001 -0.073374999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0454505946517428e-05 -0.0070413175172493033 -0.026523494338320384 0.016339588428025589 leaf_weight=90.925920413530548 4.1140595322358413 2.4513414220491532 11.157368493964894 leaf_count=2128 91 145 85 internal_value=0 -0.000805572 0.0100355 internal_weight=0 93.3773 15.2714 internal_count=2449 2273 176 is_linear=0 shrinkage=0.0204111 Tree=4830 num_leaves=4 num_cat=0 split_feature=456 16 13 split_gain=3.65559 3.25696 2.59354 threshold=0.085215000000000013 -0.55433999999999994 -0.089499999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061621418906523408 0.00010368501052724191 6.1966089885510259e-05 -0.00046704346079638824 leaf_weight=1.0353697113459919 1.8730842188233507 105.37658539378026 3.6631134239723897 leaf_count=28 28 2269 138 internal_value=0 5.47267e-05 -0.000275719 internal_weight=0 106.412 5.5362 internal_count=2463 2297 166 is_linear=0 shrinkage=0.000400217 Tree=4831 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.23051 5.34416 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046241295718395248 0.00056222560805184744 1.565608975561877e-05 leaf_weight=2.0618987149791783 2.8323783145169719 107.19472759959899 leaf_count=24 34 2396 internal_value=0 3.02834e-05 internal_weight=0 110.027 internal_count=2454 2430 is_linear=0 shrinkage=0.000400217 Tree=4832 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=2.74885 3.40903 threshold=-0.084274999999999989 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024658426319148691 -0.003203600449874635 0.0040365924423132549 leaf_weight=1.8462858051061619 56.56523981722421 51.79448631266132 leaf_count=29 1715 740 internal_value=0 0.000257708 internal_weight=0 108.36 internal_count=2484 2455 is_linear=0 shrinkage=0.0204111 Tree=4833 num_leaves=4 num_cat=0 split_feature=147 1444 4 split_gain=3.75045 3.32091 0.555785 threshold=0.089025000000000007 -0.084274999999999989 0.24894000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025775355477395803 0.0066650608592351192 -0.0015115949929791054 0.017961056340353797 leaf_weight=1.783266553771681 3.2293757051229468 95.215692155055876 4.7049234732985497 leaf_count=25 47 2351 51 internal_value=0 -0.000980801 0.0135201 internal_weight=0 96.999 7.9343 internal_count=2474 2376 98 is_linear=0 shrinkage=0.0204111 Tree=4834 num_leaves=4 num_cat=0 split_feature=13 123 4 split_gain=3.46814 4.16146 1.88324 threshold=-0.23438999999999996 0.083275000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038776333299125375 -0.0031195119433536636 0.011394851879373443 0.022189549336737079 leaf_weight=6.2398511584615335 87.053685382496042 8.9776853925432061 3.6907807511161064 leaf_count=54 2136 181 76 internal_value=0 -0.00175092 0.0108549 internal_weight=0 96.0314 9.93063 internal_count=2447 2317 130 is_linear=0 shrinkage=0.0204111 Tree=4835 num_leaves=4 num_cat=0 split_feature=43 49 15 split_gain=2.92987 3.02783 0.708694 threshold=0.2506000000000001 -0.085949999999999985 -0.24185499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0089732896657690672 0.00075666440231723702 0.0021901638762102083 -0.027289686729891974 leaf_weight=11.280386120139154 0.45819238480180535 90.725678483096999 1.825279524331562 leaf_count=142 7 2158 143 internal_value=0 0.000947163 -0.0218897 internal_weight=0 102.006 2.28347 internal_count=2450 2300 150 is_linear=0 shrinkage=0.0204111 Tree=4836 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=3.23033 8.32265 6.88594 threshold=0.0063750000000000013 -0.0016099999999999997 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010092488251101741 0.0078319094850674686 -0.022189406009536554 -0.018578807754551348 leaf_weight=53.260989885558956 42.909913656207209 7.2160796545795156 4.4410749203525475 leaf_count=1630 672 156 41 internal_value=0 -0.00179469 0.00531685 internal_weight=0 60.4771 47.351 internal_count=2499 1786 713 is_linear=0 shrinkage=0.0204111 Tree=4837 num_leaves=4 num_cat=0 split_feature=484 0 150 split_gain=4.43518 3.86831 2.62922 threshold=-1.0000000180025095e-35 -0.074494999999999992 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019082473542246719 -0.0012501720449509812 0.0069661333828509022 0.011051807872164976 leaf_weight=6.5523163944453691 59.729181575283292 39.624129404081032 1.3951074443757532 leaf_count=397 1410 635 13 internal_value=0 0.00203081 -0.0137126 internal_weight=0 99.3533 7.94742 internal_count=2455 2045 410 is_linear=0 shrinkage=0.0204111 Tree=4838 num_leaves=4 num_cat=0 split_feature=3 47 47 split_gain=3.02601 6.19095 5.91866 threshold=-0.097754999999999995 0.092530000000000015 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049596133024934366 0.00019145077822257811 -0.014522993694898864 0.022635240493542118 leaf_weight=25.960592668154277 61.053181994720944 14.687427317083346 6.1295032844645894 leaf_count=343 1888 234 36 internal_value=0 -0.00267916 0.00478877 internal_weight=0 75.7406 32.0901 internal_count=2501 2122 379 is_linear=0 shrinkage=0.0204111 Tree=4839 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=4.04255 6.39273 4.23659 threshold=0.094435000000000005 -0.012509999999999999 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8089092432605793e-05 -0.00025942256825818073 -0.00022708793631503777 0.00011468744416607073 leaf_weight=29.310346218459017 5.2916282133664927 24.94211900204391 47.538307537906803 leaf_count=1044 108 646 649 internal_value=0 -7.86284e-05 7.67459e-05 internal_weight=0 54.2525 52.8299 internal_count=2447 1690 757 is_linear=0 shrinkage=0.000400217 Tree=4840 num_leaves=4 num_cat=0 split_feature=484 13 123 split_gain=3.33195 3.31184 2.88878 threshold=-0.0068949999999999992 -0.5356749999999999 0.088205000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016519065165406317 -0.022899744145014812 0.0021584831190256553 0.019419495709499478 leaf_weight=7.0922333636481181 2.1372279825154683 96.084410379735345 0.97446428751572955 leaf_count=391 26 2048 10 internal_value=0 0.00158778 -0.0119712 internal_weight=0 98.2216 8.0667 internal_count=2475 2074 401 is_linear=0 shrinkage=0.0204111 Tree=4841 num_leaves=4 num_cat=0 split_feature=52 13 12 split_gain=3.62917 3.12408 0.874695 threshold=-0.40306999999999998 -0.084024999999999975 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011038675530433971 0.0081552743176637656 0.00029823797752387676 -0.020743583705275893 leaf_weight=0.33246517926454577 29.522732800178346 73.09411555169936 3.3889004403899881 leaf_count=5 674 1515 259 internal_value=0 0.00256512 -0.0176647 internal_weight=0 102.617 3.72137 internal_count=2453 2189 264 is_linear=0 shrinkage=0.0204111 Tree=4842 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=4.56282 3.65195 0.712285 threshold=0.13662500000000002 -0.10674499999999999 -0.22696499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044863566005172205 0.0057792743509171053 -0.0033040047811736446 0.021942071550552982 leaf_weight=44.759270070397179 1.6232348747435024 56.695143512872164 4.6441251643700516 leaf_count=397 15 1935 117 internal_value=0 0.000134074 0.0179308 internal_weight=0 101.454 6.26736 internal_count=2464 2332 132 is_linear=0 shrinkage=0.0204111 Tree=4843 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=3.73695 3.79838 threshold=-0.094929999999999987 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039000465185235698 -0.00034506478869556802 4.7469707937537533e-05 leaf_weight=3.3630918762646607 4.0003884655452557 99.471922471297148 leaf_count=45 313 2111 internal_value=0 3.19372e-05 internal_weight=0 103.472 internal_count=2469 2424 is_linear=0 shrinkage=0.000400217 Tree=4844 num_leaves=3 num_cat=0 split_feature=457 151 split_gain=3.36273 3.18744 threshold=0.51960000000000017 -0.51118499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023732642529097243 -0.025943104336777913 0.0030051393100241825 leaf_weight=1.7804850103566412 1.6457809526473273 103.41576611177879 leaf_count=41 10 2398 internal_value=0 0.00252784 internal_weight=0 105.196 internal_count=2449 2439 is_linear=0 shrinkage=0.0204111 Tree=4845 num_leaves=4 num_cat=0 split_feature=49 43 42 split_gain=3.67292 4.22199 3.20083 threshold=-0.088014999999999996 -0.093244999999999981 -0.094924999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0099875384798844748 -0.016526261656933317 -0.019624999372663592 0.00087089333682790744 leaf_weight=2.5662741347914553 4.5262221381199188 8.2024407414719445 87.876121293273172 leaf_count=30 193 111 2102 internal_value=0 -0.0125379 -2.56147e-07 internal_weight=0 10.7687 92.4023 internal_count=2436 141 2295 is_linear=0 shrinkage=0.0204111 Tree=4846 num_leaves=3 num_cat=0 split_feature=46 1444 split_gain=3.34156 3.17211 threshold=0.084955000000000017 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.027360828496282161 -0.022854414450911117 0.00010831830879321982 leaf_weight=1.6979811508790579 2.4870028235018244 105.39921916116873 leaf_count=26 34 2403 internal_value=0 0.000568519 internal_weight=0 107.097 internal_count=2463 2429 is_linear=0 shrinkage=0.0204111 Tree=4847 num_leaves=3 num_cat=0 split_feature=1374 160 split_gain=4.73561 3.55789 threshold=-0.094929999999999987 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051369616191136312 -0.00043837894321904758 5.0388232953724561e-05 leaf_weight=2.4279834958724669 2.3300280308612846 104.37747499943362 leaf_count=37 183 2216 internal_value=0 3.92674e-05 internal_weight=0 106.708 internal_count=2436 2399 is_linear=0 shrinkage=0.000400217 Tree=4848 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=3.28124 7.97887 4.35992 threshold=-0.084024999999999975 -0.084869999999999987 -0.037429999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021650566591186974 -0.015681129097980029 0.047390419625737243 -0.0012344011452868515 leaf_weight=28.49171241524164 10.005989935700198 1.6125323458545597 62.414452820747101 leaf_count=688 601 47 1130 internal_value=0 0.00475418 -0.00325156 internal_weight=0 30.1042 72.4204 internal_count=2466 735 1731 is_linear=0 shrinkage=0.0204111 Tree=4849 num_leaves=4 num_cat=0 split_feature=14 484 16 split_gain=3.17912 3.21842 0.314183 threshold=0.076175000000000007 0.084930000000000019 -0.14815999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037782002704742816 -0.011532774966358557 0.010789484255395462 -0.026961093798591226 leaf_weight=94.27617834006378 1.3251296197995546 14.12651837258454 1.3892649867193529 leaf_count=2130 35 261 45 internal_value=0 0.00174435 -0.0201845 internal_weight=0 108.403 2.71439 internal_count=2471 2391 80 is_linear=0 shrinkage=0.0204111 Tree=4850 num_leaves=4 num_cat=0 split_feature=13 13 456 split_gain=3.40887 6.01527 4.39847 threshold=-0.084024999999999975 -0.084934999999999997 0.088355000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0040712858514767858 -0.00072786075660669926 0.041891163618794962 -0.0277885547053397 leaf_weight=30.576798097739811 72.249766185435874 1.7496033292409254 2.4805229878402306 leaf_count=690 1700 53 51 internal_value=0 0.00625574 -0.00166632 internal_weight=0 32.3264 74.7303 internal_count=2494 743 1751 is_linear=0 shrinkage=0.0204111 Tree=4851 num_leaves=3 num_cat=0 split_feature=16 1444 split_gain=2.95723 3.18645 threshold=-0.55433999999999994 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00061625830303208506 0.00057219748902304936 2.2756859875542243e-05 leaf_weight=1.0291415094397951 1.6060765182482999 107.43843958431535 leaf_count=23 18 2437 internal_value=0 3.1428e-05 internal_weight=0 109.045 internal_count=2478 2455 is_linear=0 shrinkage=0.000400217 Tree=4852 num_leaves=4 num_cat=0 split_feature=158 15 33 split_gain=3.17619 3.44226 3.38922 threshold=0.09031500000000002 -0.25061999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044760029055816535 0.00037798238279861362 -0.00038692533895859929 4.7801719627366735e-05 leaf_weight=2.150429790839552 1.0510199528653172 5.2128913454071144 100.36088559200289 leaf_count=23 43 191 2221 internal_value=0 -0.000254198 3.69324e-05 internal_weight=0 6.26391 102.511 internal_count=2478 234 2244 is_linear=0 shrinkage=0.000400217 Tree=4853 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=3.91197 3.56632 threshold=0.084635000000000016 0.12337000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.2713189122924219e-06 -0.00045495637491102991 0.00022500375971845594 leaf_weight=94.184335658872442 2.5871416452573603 13.419739795266649 leaf_count=2219 44 230 internal_value=0 3.28804e-05 internal_weight=0 107.604 internal_count=2493 2449 is_linear=0 shrinkage=0.000400217 Tree=4854 num_leaves=4 num_cat=0 split_feature=124 484 42 split_gain=3.96273 3.53238 1.6845 threshold=-0.043384999999999993 -0.0068949999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.4027041584946956e-05 -0.00028332370865093224 4.9724828938708646e-07 0.00038660628435989902 leaf_weight=3.9077132617530879 7.506928954862814 89.915163899000618 5.5856795341242087 leaf_count=50 392 1869 154 internal_value=0 -2.16729e-05 0.000247749 internal_weight=0 97.4221 9.49339 internal_count=2465 2261 204 is_linear=0 shrinkage=0.000400217 Tree=4855 num_leaves=4 num_cat=0 split_feature=480 42 2 split_gain=2.93164 2.95685 0.234093 threshold=0.084710000000000021 -0.40186499999999997 0.11696500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056701731707529371 -0.00041991559178119559 4.1969566675897556e-05 -0.00013583259208305981 leaf_weight=1.1812461303779844 2.2903602588485223 104.37775662860076 0.75190773562644597 leaf_count=8 158 2268 23 internal_value=0 3.45612e-05 -0.000357018 internal_weight=0 105.559 3.04227 internal_count=2457 2276 181 is_linear=0 shrinkage=0.000400217 Tree=4856 num_leaves=4 num_cat=0 split_feature=151 0 16 split_gain=2.87587 3.29431 3.02575 threshold=0.055020000000000006 -0.092979999999999993 -0.55433999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034607588677637392 -0.0010947109419757078 -0.024933650579059136 0.0011276539323000834 leaf_weight=0.88555383356287976 6.0030895499512553 3.940857940586282 95.064426879027451 leaf_count=19 55 63 2296 internal_value=0 -0.0107147 0.000757888 internal_weight=0 9.94395 95.95 internal_count=2433 118 2315 is_linear=0 shrinkage=0.0204111 Tree=4857 num_leaves=3 num_cat=0 split_feature=1456 157 split_gain=4.03898 3.79556 threshold=-1.0000000180025095e-35 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041974513188396649 -0.00030145578844897419 4.1623031013722031e-05 leaf_weight=3.2856449679820789 5.3390455140324766 98.562193425772421 leaf_count=238 179 2056 internal_value=0 2.36881e-05 internal_weight=0 103.901 internal_count=2473 2235 is_linear=0 shrinkage=0.000400217 Tree=4858 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.24908 3.9326 threshold=0.51167000000000018 -0.095804999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0077457540957844339 0.020399877817741562 0.0013869635466659156 leaf_weight=25.898883028829005 2.9729929131572126 80.143669216588023 leaf_count=389 115 2015 internal_value=0 -0.000849347 internal_weight=0 106.043 internal_count=2519 2404 is_linear=0 shrinkage=0.0204111 Tree=4859 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=3.44011 3.27406 threshold=-0.097454999999999986 0.098400000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046958638633359952 2.6212916559068974e-05 -0.00018447181007087661 leaf_weight=2.4469254827126852 94.564724913077953 13.386951176522414 leaf_count=34 2045 369 internal_value=0 -7.78959e-08 internal_weight=0 107.952 internal_count=2448 2414 is_linear=0 shrinkage=0.000400217 Tree=4860 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.14294 5.02521 threshold=-0.5356749999999999 -0.50061499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022430358303569899 0.028818426024361979 0.00018941114342485991 leaf_weight=2.3528928258456281 2.5052537418669081 106.34062910630746 leaf_count=28 19 2431 internal_value=0 0.000877289 internal_weight=0 108.846 internal_count=2478 2450 is_linear=0 shrinkage=0.0204111 Tree=4861 num_leaves=4 num_cat=0 split_feature=401 483 15 split_gain=3.18353 3.18634 0.853846 threshold=0.087110000000000007 0.10297500000000001 -0.23046999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5464079567133301e-05 0.00014987501413103992 -0.00037124235099206515 -0.00042434844288966424 leaf_weight=104.07189867011039 0.42401004931889508 2.7698050352046257 2.8843810256221323 leaf_count=2173 21 106 178 internal_value=0 4.40249e-05 -0.000348258 internal_weight=0 106.842 3.30839 internal_count=2478 2279 199 is_linear=0 shrinkage=0.000400217 Tree=4862 num_leaves=4 num_cat=0 split_feature=13 1 13 split_gain=4.62178 5.17634 4.23303 threshold=-0.10939499999999998 1.0000000180025095e-35 -0.5356749999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028497716960286545 -0.00022536555935502762 2.393941020098035e-06 0.0002340836370075679 leaf_weight=2.8429458144819391 20.895964337709302 66.813692957744934 17.343383881088812 leaf_count=30 1192 1014 207 internal_value=0 -5.20857e-05 0.000159813 internal_weight=0 87.7097 20.1863 internal_count=2443 2206 237 is_linear=0 shrinkage=0.000400217 Tree=4863 num_leaves=4 num_cat=0 split_feature=401 1456 2 split_gain=3.02366 2.97798 0.534832 threshold=0.087110000000000007 1.0000000180025095e-35 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001880233642485735 -0.023668640402198706 -0.019255913962181851 -0.004621395553249202 leaf_weight=100.68485722984042 2.2732953123049806 2.7443327428845796 0.91300798358861346 leaf_count=2062 167 213 34 internal_value=0 0.0012992 -0.018553 internal_weight=0 103.429 3.1863 internal_count=2476 2275 201 is_linear=0 shrinkage=0.0204111 Tree=4864 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=4.11401 7.44924 5.35429 threshold=-0.10674499999999999 -0.074494999999999992 0.12474000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015439613911417461 -0.00023551966956246424 5.4367863741735792e-05 -0.0003088518084325245 leaf_weight=42.473369367187843 21.551925057188782 41.114741075827624 4.3061163249803931 leaf_count=409 1314 733 30 internal_value=0 -4.55707e-05 0.000111118 internal_weight=0 62.6667 46.7795 internal_count=2486 2047 439 is_linear=0 shrinkage=0.000400217 Tree=4865 num_leaves=4 num_cat=0 split_feature=483 12 42 split_gain=3.50336 3.30722 0.507701 threshold=0.096460000000000018 0.11610500000000001 0.088575000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018953710787278915 -0.024376384473675551 -0.015483555289189939 -0.0065767389040766594 leaf_weight=102.5744477069602 2.4272014780071909 4.6625836968159993 1.0482127007562665 leaf_count=2217 66 111 87 internal_value=0 0.00112439 -0.0193807 internal_weight=0 107.237 3.47541 internal_count=2481 2328 153 is_linear=0 shrinkage=0.0204111 Tree=4866 num_leaves=4 num_cat=0 split_feature=43 43 12 split_gain=3.48396 5.28724 3.92516 threshold=-0.063379999999999978 -0.00051499999999999994 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027071918173732408 -0.00036411938989842592 2.4882465814538467e-06 1.4727720265242641e-05 leaf_weight=15.455074711178893 6.9066832457174305 61.622017211935599 25.039924942218931 leaf_count=229 486 890 855 internal_value=0 -3.49941e-05 0.000112905 internal_weight=0 68.5287 40.495 internal_count=2460 1376 1084 is_linear=0 shrinkage=0.000400217 Tree=4867 num_leaves=4 num_cat=0 split_feature=157 48 1 split_gain=3.44707 3.79206 3.21185 threshold=-0.084489999999999996 0.12879500000000002 0.11174500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024092869840194341 0.0023858264674669295 -0.014333770364464522 0.011009676815859116 leaf_weight=4.0644684168073573 95.592927448764385 5.8949738778464953 1.3928696655202655 leaf_count=169 2193 62 18 internal_value=0 0.00139993 -0.0150925 internal_weight=0 101.488 5.45734 internal_count=2442 2255 187 is_linear=0 shrinkage=0.0204111 Tree=4868 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=4.58695 5.85133 4.66237 threshold=-0.10674499999999999 0.086260000000000017 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022358881587388843 -0.00020806927060131627 -6.4380566533142464e-05 2.6297181553900819e-05 leaf_weight=30.20517730305437 19.753927012134227 17.953908140159911 43.011879144338309 leaf_count=292 1268 138 804 internal_value=0 0.000116332 -4.77028e-05 internal_weight=0 48.1591 62.7658 internal_count=2502 430 2072 is_linear=0 shrinkage=0.000400217 Tree=4869 num_leaves=4 num_cat=0 split_feature=13 484 13 split_gain=3.56453 3.35586 1.23575 threshold=-0.24588999999999997 -0.0068949999999999992 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00072741972896260988 -0.013898962563591974 0.0001854801338293736 0.016746022591975676 leaf_weight=2.8506707046180964 7.5319686998700481 90.343817996094003 6.7477670431253483 leaf_count=33 394 1957 101 internal_value=0 -0.000913023 0.0120519 internal_weight=0 97.8758 9.59844 internal_count=2485 2351 134 is_linear=0 shrinkage=0.0204111 Tree=4870 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=2.90954 2.77842 threshold=0.062655000000000016 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.4444696900075337e-06 -0.00045202759504213262 0.0002824461464578536 leaf_weight=101.53947223447904 2.0980958941217969 5.6413017223239867 leaf_count=2245 75 115 internal_value=0 1.1882e-05 internal_weight=0 107.181 internal_count=2435 2360 is_linear=0 shrinkage=0.000400217 Tree=4871 num_leaves=4 num_cat=0 split_feature=43 403 15 split_gain=3.2872 2.86485 0.508639 threshold=0.2506000000000001 0.090880000000000016 -0.14803999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4410028977903334e-05 -9.8523431505052046e-05 -0.00038102330488040947 -0.00052728004045387623 leaf_weight=104.17090394634579 0.63775774103123728 2.7565602494141777 1.9802870260464249 leaf_count=2133 21 170 131 internal_value=0 1.35704e-05 -0.000431159 internal_weight=0 106.927 2.61804 internal_count=2455 2303 152 is_linear=0 shrinkage=0.000400217 Tree=4872 num_leaves=4 num_cat=0 split_feature=52 52 12 split_gain=5.06683 3.35349 1.34807 threshold=-0.24166499999999999 -0.077699999999999977 -0.070844999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012909174652075972 0.0077160456460180354 -0.001274055999554794 -0.021312245738753427 leaf_weight=0.45148199902905606 22.278146100186859 75.736919134265918 5.4616585967160054 leaf_count=10 329 1840 288 internal_value=0 0.000775805 -0.018508 internal_weight=0 98.0151 5.91314 internal_count=2467 2169 298 is_linear=0 shrinkage=0.0204111 Tree=4873 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=3.53704 3.56643 threshold=0.084955000000000017 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.4447481037717045e-07 -0.00045378492525255333 0.00033939501102945316 leaf_weight=99.747857207723428 2.5208257324993602 5.0762722412473513 leaf_count=2304 36 107 internal_value=0 1.58815e-05 internal_weight=0 104.824 internal_count=2447 2411 is_linear=0 shrinkage=0.000400217 Tree=4874 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=4.20787 3.95603 2.46686 threshold=0.12337000000000002 0.11768500000000003 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00098317458698692485 0.024487334244396985 -0.024909598806530407 0.0049023816576631157 leaf_weight=89.717846084924531 3.6768643552204585 2.8629631865478578 9.4256831284146738 leaf_count=2169 125 57 110 internal_value=0 -0.00175227 0.0105593 internal_weight=0 92.5808 13.1025 internal_count=2461 2226 235 is_linear=0 shrinkage=0.0204111 Tree=4875 num_leaves=4 num_cat=0 split_feature=3 15 13 split_gain=4.91874 4.24375 0.927844 threshold=0.18307500000000002 0.084050000000000014 -0.43167499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7589364522289673e-05 0.00049448659351709217 -0.00025065664715366495 0.00017266409209662319 leaf_weight=92.134215028927429 3.3840783148189075 10.412573935391263 2.7369606768479562 leaf_count=1523 59 822 58 internal_value=0 -9.89194e-06 0.000356274 internal_weight=0 102.547 6.12104 internal_count=2462 2345 117 is_linear=0 shrinkage=0.000400217 Tree=4876 num_leaves=4 num_cat=0 split_feature=160 16 454 split_gain=4.00898 4.14601 3.76538 threshold=0.091625000000000026 -0.084359999999999991 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02077532180854727 -0.027941556259673969 -0.0021994969908182378 0.0024216103542523287 leaf_weight=2.8997266705264328 3.8594033552217297 7.6477687644801318 91.534276445498108 leaf_count=50 64 163 2196 internal_value=0 -0.0110192 0.00168556 internal_weight=0 11.5072 94.434 internal_count=2473 227 2246 is_linear=0 shrinkage=0.0204111 Tree=4877 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=2.99186 3.44665 threshold=0.51167000000000018 -0.095804999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.006341898171481771 0.020442910136101038 0.0023930365345800394 leaf_weight=24.507728769924142 3.0650480310432604 79.774971695209388 leaf_count=376 106 1961 internal_value=0 0.000335618 internal_weight=0 104.283 internal_count=2443 2337 is_linear=0 shrinkage=0.0204111 Tree=4878 num_leaves=3 num_cat=0 split_feature=1365 3 split_gain=3.3088 2.7691 threshold=0.084635000000000016 -0.12118 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013561255400459279 -0.00044264343525179912 -1.7499442595478286e-05 leaf_weight=24.328308161115274 2.4550968946423373 83.673809607214935 leaf_count=270 47 2165 internal_value=0 1.70949e-05 internal_weight=0 108.002 internal_count=2482 2435 is_linear=0 shrinkage=0.000400217 Tree=4879 num_leaves=4 num_cat=0 split_feature=2 14 48 split_gain=2.99716 4.25303 0.164331 threshold=0.14753000000000002 0.076175000000000007 0.11865500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017186563777629399 0.01963857520236786 -0.024765548775984001 0.010559694667784558 leaf_weight=105.77800334964559 3.4129256259766398 2.4761042262689434 1.7290710872039197 leaf_count=2334 88 82 25 internal_value=0 0.00108792 0.0168758 internal_weight=0 108.254 5.142 internal_count=2529 2416 113 is_linear=0 shrinkage=0.0204111 Tree=4880 num_leaves=4 num_cat=0 split_feature=12 42 12 split_gain=3.96574 4.91189 1.55813 threshold=-0.077034999999999978 0.091735000000000025 -0.095114999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.0137272169952356e-05 3.3147755109642694e-05 -0.00023380470922372874 0.00036020356987145506 leaf_weight=5.94272672306397 81.499910739112238 12.655244015186325 6.9440249487524834 leaf_count=119 1729 447 134 internal_value=0 -2.96799e-06 0.000232854 internal_weight=0 94.1552 12.8868 internal_count=2429 2176 253 is_linear=0 shrinkage=0.000400217 Tree=4881 num_leaves=4 num_cat=0 split_feature=123 484 12 split_gain=4.28734 3.54424 1.33433 threshold=1.0000000180025095e-35 0.084225000000000008 -0.095454999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0028744005041022387 -3.2330009193694272e-05 0.0085291865109630959 0.016436305134523797 leaf_weight=79.653561878723849 2.7387704956345251 13.129089629997905 8.0288415193208476 leaf_count=1998 33 267 177 internal_value=0 -0.00125242 0.0122902 internal_weight=0 92.7827 10.7676 internal_count=2475 2265 210 is_linear=0 shrinkage=0.0204111 Tree=4882 num_leaves=4 num_cat=0 split_feature=1 15 12 split_gain=4.44847 5.23751 3.07595 threshold=0.094405000000000003 -0.095804999999999987 -0.063054999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021495532336019075 0.013857932607217488 -0.0027378570270237485 0.00079948221933238191 leaf_weight=7.0574237620749036 9.1121402709395607 46.312191911121772 40.644387276930502 leaf_count=197 235 1500 529 internal_value=0 -0.00525812 0.00321668 internal_weight=0 53.3696 49.7565 internal_count=2461 1697 764 is_linear=0 shrinkage=0.0204111 Tree=4883 num_leaves=4 num_cat=0 split_feature=2 160 2 split_gain=4.52754 4.77742 3.1296 threshold=0.097940000000000013 0.11182000000000002 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1770544878728562e-05 0.00039254897196634551 -0.00057426062714708008 8.0308337772013624e-05 leaf_weight=58.878583198762499 5.8155453526414922 2.5070115482376414 39.646576086699497 leaf_count=1595 72 81 683 internal_value=0 -4.53389e-05 0.000121117 internal_weight=0 61.3856 45.4621 internal_count=2431 1676 755 is_linear=0 shrinkage=0.000400217 Tree=4884 num_leaves=3 num_cat=0 split_feature=1373 1365 split_gain=3.27826 3.00593 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024661737241052882 -0.027185509730445097 -0.0218509957013737 leaf_weight=99.391423899600341 1.816660587559453 2.5205098600126794 leaf_count=2410 22 45 internal_value=0 -0.000323287 internal_weight=0 101.912 internal_count=2477 2455 is_linear=0 shrinkage=0.0204111 Tree=4885 num_leaves=4 num_cat=0 split_feature=480 1210 0 split_gain=2.92427 3.04702 0.643896 threshold=1.0000000180025095e-35 -0.08107499999999998 -0.15687999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049220476583590738 6.0784789562748359e-05 4.4387598733952541e-05 -0.00040331389750975269 leaf_weight=1.6121303452528071 0.53596536465920541 102.18989626846451 2.9385364941481376 leaf_count=101 11 2162 183 internal_value=0 3.55325e-05 -0.000332061 internal_weight=0 103.802 3.4745 internal_count=2457 2263 194 is_linear=0 shrinkage=0.000400217 Tree=4886 num_leaves=4 num_cat=0 split_feature=1 1444 1 split_gain=5.16496 3.20327 1.85867 threshold=0.12719000000000003 -0.084274999999999989 0.13271500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025719900189294521 0.029136944052146719 -0.0013047285303315701 0.0091578510712742537 leaf_weight=1.7517931287293311 2.5167135491501531 93.504350841969426 8.168139935762154 leaf_count=26 32 2193 177 internal_value=0 -0.000778123 0.0141171 internal_weight=0 95.2561 10.6849 internal_count=2428 2219 209 is_linear=0 shrinkage=0.0204111 Tree=4887 num_leaves=4 num_cat=0 split_feature=14 48 3 split_gain=3.5342 3.07915 0.536916 threshold=0.076175000000000007 -0.064549999999999982 -0.016079999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013199013897937584 -0.033136864055152614 0.00080723084445952513 -0.012145678235546268 leaf_weight=9.0453910647775029 1.08002902987937 95.456788016148494 1.2498002651263949 leaf_count=115 58 2245 21 internal_value=0 0.0018928 -0.0229498 internal_weight=0 104.502 2.32983 internal_count=2439 2360 79 is_linear=0 shrinkage=0.0204111 Tree=4888 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.69906 9.37982 5.48189 threshold=-0.10674499999999999 -0.075379999999999989 -0.095804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.563324556893247e-05 -0.00028393281668567761 4.7934685012955361e-05 0.00020507786632984257 leaf_weight=18.18649356905371 19.401125054653676 45.251402390509611 28.469036712893285 leaf_count=203 1252 800 253 internal_value=0 -5.19718e-05 9.57366e-05 internal_weight=0 64.6525 46.6555 internal_count=2508 2052 456 is_linear=0 shrinkage=0.000400217 Tree=4889 num_leaves=4 num_cat=0 split_feature=480 401 16 split_gain=3.07441 2.90293 0.287296 threshold=0.084710000000000021 0.087110000000000007 -0.15241499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018592222552738164 -0.0050496772248239856 -0.017675212523580491 -0.022094043389923296 leaf_weight=102.47193342973333 0.58372125076130066 3.1588950180157545 2.4766895835564346 leaf_count=2117 13 196 163 internal_value=0 0.00125695 -0.0191361 internal_weight=0 105.631 3.06041 internal_count=2489 2313 176 is_linear=0 shrinkage=0.0204111 Tree=4890 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=3.13751 3.70037 threshold=-0.27336999999999995 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020993317617146647 0.00061303494652674992 0.01130858994733641 leaf_weight=2.3661011244548709 88.198302968688949 15.798063849826574 leaf_count=53 2136 268 internal_value=0 0.00224821 internal_weight=0 103.996 internal_count=2457 2404 is_linear=0 shrinkage=0.0204111 Tree=4891 num_leaves=4 num_cat=0 split_feature=15 43 42 split_gain=4.06543 5.59445 2.93734 threshold=0.084050000000000014 0.23693500000000003 -0.40186499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005687537680191953 -0.00032629232848157771 0.00051059934083795273 4.0273169787727855e-05 leaf_weight=1.1735284142196167 9.8717515888638427 1.3656417300517194 97.364174512891623 leaf_count=7 772 57 1641 internal_value=0 -0.000220554 3.23827e-05 internal_weight=0 11.2374 98.5377 internal_count=2477 829 1648 is_linear=0 shrinkage=0.000400217 Tree=4892 num_leaves=4 num_cat=0 split_feature=52 376 4 split_gain=4.15496 3.5302 1.22393 threshold=-0.24166499999999999 0.048375000000000008 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01959330713689451 0.00099031493755725899 0.015904789443258779 0.0024184660149042208 leaf_weight=4.9189659600378937 97.805617254220124 6.9808558598742811 1.3018458038568494 leaf_count=282 2050 119 7 internal_value=0 0.00199983 -0.0150255 internal_weight=0 104.786 6.22081 internal_count=2458 2169 289 is_linear=0 shrinkage=0.0204111 Tree=4893 num_leaves=4 num_cat=0 split_feature=3 0 42 split_gain=4.18488 6.95652 4.99145 threshold=-0.10115999999999999 -0.10161999999999997 0.094055000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016397754594981608 3.8029079937764224e-05 -0.00020677825049228364 -0.00028239044299522653 leaf_weight=25.990876916534038 38.536776620137971 35.759993632796977 4.6367375326808533 leaf_count=299 386 1715 56 internal_value=0 -7.99337e-05 9.56191e-05 internal_weight=0 74.2968 30.6276 internal_count=2456 2101 355 is_linear=0 shrinkage=0.000400217 Tree=4894 num_leaves=3 num_cat=0 split_feature=3 2 split_gain=2.89388 2.86497 threshold=-0.52412999999999987 0.16826500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038428422709615339 -9.9399510442926003e-06 0.00039741639639007624 leaf_weight=3.1414167447946957 102.53285017499002 2.7300401245593084 leaf_count=21 2385 62 internal_value=0 1.03607e-06 internal_weight=0 105.263 internal_count=2468 2447 is_linear=0 shrinkage=0.000400217 Tree=4895 num_leaves=4 num_cat=0 split_feature=4 2 160 split_gain=2.70709 3.82082 3.08978 threshold=-0.49367499999999992 0.086705000000000018 -0.40446999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01515955656997872 -0.020958721841599012 -0.020871610557662925 0.0016234211560719226 leaf_weight=1.521112595219164 2.4784201138536437 5.0247040945105255 99.104340070472972 leaf_count=26 179 108 2135 internal_value=0 -0.0123846 0.00104999 internal_weight=0 6.54582 101.583 internal_count=2448 134 2314 is_linear=0 shrinkage=0.0204111 Tree=4896 num_leaves=3 num_cat=0 split_feature=45 457 split_gain=3.07722 3.0285 threshold=-1.0000000180025095e-35 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043075251406239699 -3.8531257582265861e-05 0.00014205628891855309 leaf_weight=2.487632750067859 93.204099430171482 17.583644110593013 leaf_count=17 2274 190 internal_value=0 -9.75487e-06 internal_weight=0 110.788 internal_count=2481 2464 is_linear=0 shrinkage=0.000400217 Tree=4897 num_leaves=4 num_cat=0 split_feature=2 38 16 split_gain=2.97481 2.88037 0.163113 threshold=0.14753000000000002 0.10208000000000002 -0.069089999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7961431910072812e-06 0.00038647698029988301 -0.00050144222997885633 0.00021814783495115436 leaf_weight=104.75072990293847 2.4240031503140926 1.742033202361198 2.505349909188225 leaf_count=2335 70 27 49 internal_value=0 -6.95397e-06 0.000307669 internal_weight=0 106.493 4.92935 internal_count=2481 2362 119 is_linear=0 shrinkage=0.000400217 Tree=4898 num_leaves=4 num_cat=0 split_feature=52 2 12 split_gain=3.0864 3.09046 1.58031 threshold=-0.24526499999999998 0.16826500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6992591655185931e-05 -2.9479459136323741e-05 0.00041632314864596388 -0.00041082065988232131 leaf_weight=1.562798458515317 97.101493057103653 2.4444697432336389 4.9007519116421454 leaf_count=17 2132 56 280 internal_value=0 -1.80768e-05 -0.000301212 internal_weight=0 99.546 6.46355 internal_count=2485 2188 297 is_linear=0 shrinkage=0.000400217 Tree=4899 num_leaves=4 num_cat=0 split_feature=15 401 1 split_gain=3.04944 2.92337 2.62165 threshold=0.097210000000000019 0.076785000000000006 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014990987925602021 -0.024330683068318173 -0.015966107546126106 0.001405449455897975 leaf_weight=96.890267073198629 3.7671028979093526 4.0523963460873338 2.848091185442172 leaf_count=1970 238 237 24 internal_value=0 0.000781035 -0.0134113 internal_weight=0 100.943 6.61519 internal_count=2469 2207 262 is_linear=0 shrinkage=0.0204111 Tree=4900 num_leaves=4 num_cat=0 split_feature=1 48 16 split_gain=4.36949 4.64095 1.1356 threshold=0.13662500000000002 0.12879500000000002 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3663002149539112e-05 0.00045390584748534498 -0.00043004600922204826 0.00011273636822562389 leaf_weight=99.204417971697694 3.3439980631810613 4.6042387514171415 3.0302612104569553 leaf_count=2332 85 51 43 internal_value=0 -4.21313e-05 0.000296463 internal_weight=0 103.809 6.37426 internal_count=2511 2383 128 is_linear=0 shrinkage=0.000400217 Tree=4901 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=3.18577 4.98669 4.18761 threshold=0.089810000000000015 -0.070104999999999987 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010022684655889529 -0.017578972312793782 0.004696766509547051 0.0037024589391585904 leaf_weight=27.744101792981382 4.0151164918206623 14.539548772736451 57.995909588396898 leaf_count=1117 85 210 1028 internal_value=0 -0.00496225 0.00229532 internal_weight=0 42.2837 62.011 internal_count=2440 1327 1113 is_linear=0 shrinkage=0.0204111 Tree=4902 num_leaves=4 num_cat=0 split_feature=483 13 13 split_gain=3.95331 3.68234 0.187337 threshold=0.096460000000000018 -0.5356749999999999 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022714870411447135 -0.011576592192785045 0.0028030355465325204 -0.024880169233169845 leaf_weight=2.2991922302171579 0.96202972589526359 104.43880919355433 2.0226676303136619 leaf_count=26 73 2314 64 internal_value=0 0.00223014 -0.0211658 internal_weight=0 106.738 2.9847 internal_count=2477 2340 137 is_linear=0 shrinkage=0.0204111 Tree=4903 num_leaves=4 num_cat=0 split_feature=42 160 43 split_gain=3.00283 5.47802 3.74856 threshold=-1.0000000180025095e-35 -0.073574999999999988 -0.51412499999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017539028323553858 0.00040954626462708131 -0.0003589841549931757 -9.9928968899319045e-06 leaf_weight=4.4003186554036793 3.4372609537094823 9.6613786371162842 87.642232630183571 leaf_count=92 18 574 1748 internal_value=0 -0.000191698 6.32356e-06 internal_weight=0 14.0617 91.0795 internal_count=2432 666 1766 is_linear=0 shrinkage=0.000400217 Tree=4904 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.10273 4.24486 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020537700723008926 0.047071499760449283 0.00045653271437695234 leaf_weight=2.8001687190189832 0.70830158959142764 104.4696239653058 leaf_count=232 3 2257 internal_value=0 0.000820176 internal_weight=0 105.178 internal_count=2492 2260 is_linear=0 shrinkage=0.0204111 Tree=4905 num_leaves=4 num_cat=0 split_feature=484 13 38 split_gain=2.96151 5.27053 4.00197 threshold=0.084930000000000019 -0.057284999999999996 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00070985874096300184 -0.013777946093508589 0.014812557115194941 -0.025423858883351157 leaf_weight=92.836692557742936 3.3899767581751794 11.594473499259037 2.7007567121472666 leaf_count=2157 170 112 39 internal_value=0 0.00829023 -0.00143744 internal_weight=0 14.9845 95.5374 internal_count=2478 282 2196 is_linear=0 shrinkage=0.0204111 Tree=4906 num_leaves=4 num_cat=0 split_feature=156 484 474 split_gain=3.59727 3.89057 2.71687 threshold=0.091255000000000017 0.085560000000000011 0.089070000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050992348866228882 -0.025897772783905551 0.012860981424139026 -0.00059119653564108628 leaf_weight=86.66290723104612 3.697652611648663 10.012565803735923 3.3069269865518436 leaf_count=2006 137 226 76 internal_value=0 0.000888162 -0.0141476 internal_weight=0 96.6755 7.00458 internal_count=2445 2232 213 is_linear=0 shrinkage=0.0204111 Tree=4907 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=3.67698 3.55539 threshold=-0.094929999999999987 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018021434265105499 -0.011480116001452408 0.0031239158502016839 leaf_weight=3.8180035897530606 7.366644670823006 97.68150507487735 leaf_count=46 390 2027 internal_value=0 0.00208866 internal_weight=0 105.048 internal_count=2463 2417 is_linear=0 shrinkage=0.0204111 Tree=4908 num_leaves=4 num_cat=0 split_feature=15 401 50 split_gain=3.13859 3.27554 2.8977 threshold=-0.37478999999999996 0.085410000000000014 0.11375500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019091882802322227 0.00091738481629162049 -0.020629430492680571 -0.008791832312098501 leaf_weight=6.8383412377443147 95.958323832295719 2.9201569084543726 1.9269623324507845 leaf_count=165 2105 193 15 internal_value=0 0.000258433 0.0129284 internal_weight=0 98.8785 8.7653 internal_count=2478 2298 180 is_linear=0 shrinkage=0.0204111 Tree=4909 num_leaves=4 num_cat=0 split_feature=456 130 13 split_gain=4.17915 4.3178 1.70861 threshold=0.088355000000000003 1.0000000180025095e-35 -0.087854999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4404512224259687e-05 7.2612490910953619e-06 -0.00038974822063193924 -0.00051144475730867292 leaf_weight=100.69652256771224 1.5129229745361952 3.3579501039639572 2.9728593901963896 leaf_count=2008 22 315 75 internal_value=0 4.93453e-05 -0.000340584 internal_weight=0 104.054 4.48578 internal_count=2420 2323 97 is_linear=0 shrinkage=0.000400217 Tree=4910 num_leaves=4 num_cat=0 split_feature=131 4 12 split_gain=4.07521 3.42506 0.714405 threshold=0.092225000000000015 0.27190000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015386687713491566 -0.0018383975333537031 0.008653315753598307 -0.022500007552743766 leaf_weight=79.764502777121379 0.86859901144634921 16.477848728973186 3.9148495294211889 leaf_count=1931 40 239 228 internal_value=0 0.000214349 -0.018876 internal_weight=0 96.2424 4.78345 internal_count=2438 2170 268 is_linear=0 shrinkage=0.0204111 Tree=4911 num_leaves=4 num_cat=0 split_feature=13 453 4 split_gain=3.03493 3.00034 1.48128 threshold=-0.24588999999999997 0.087465000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4708478516319114e-05 3.6077133362421954e-06 -0.00042360662388579343 0.00042839720953729069 leaf_weight=5.159352975373622 98.48533271139604 2.5934434212977058 3.623277808132114 leaf_count=41 2338 32 74 internal_value=0 -7.81019e-06 0.000236032 internal_weight=0 101.079 8.78263 internal_count=2485 2370 115 is_linear=0 shrinkage=0.000400217 Tree=4912 num_leaves=4 num_cat=0 split_feature=4 0 12 split_gain=4.18597 4.20002 2.19267 threshold=-0.49367499999999992 0.053930000000000006 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.5684701772171584e-05 -9.9471072768806633e-06 0.00024513077468246198 -0.00047546529595419177 leaf_weight=1.3912379043176768 93.993732820003061 11.50442932161968 4.1935401079244903 leaf_count=13 2266 94 116 internal_value=0 1.80992e-05 -0.000334101 internal_weight=0 105.498 5.58478 internal_count=2489 2360 129 is_linear=0 shrinkage=0.000400217 Tree=4913 num_leaves=4 num_cat=0 split_feature=159 1210 2 split_gain=3.85766 3.22361 2.36501 threshold=-0.032739999999999991 -0.080364999999999978 0.14780500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038093897626613823 -0.00048350783129572767 4.3226518667085053e-05 0.00024350245246835034 leaf_weight=5.6161481272501979 1.7841244586743403 101.84629214090819 1.0895608433056621 leaf_count=314 104 2007 11 internal_value=0 3.36461e-05 -0.000277145 internal_weight=0 103.63 6.70571 internal_count=2436 2111 325 is_linear=0 shrinkage=0.000400217 Tree=4914 num_leaves=3 num_cat=0 split_feature=1373 14 split_gain=3.58868 3.27076 threshold=0.09586500000000002 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016471316021041274 -0.027135982664492235 -0.020836463776340727 leaf_weight=102.80483169961371 1.8028606325387944 2.6563600350345942 leaf_count=2384 22 83 internal_value=0 0.00105932 internal_weight=0 105.461 internal_count=2489 2467 is_linear=0 shrinkage=0.0204111 Tree=4915 num_leaves=3 num_cat=0 split_feature=1456 4 split_gain=3.26751 3.02109 threshold=-1.0000000180025095e-35 0.51167000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02138006195570501 -0.00083693517770874228 0.020269592188187406 leaf_weight=3.0249541074808795 97.05662706377916 2.7979402525816104 leaf_count=233 2102 111 internal_value=0 -0.000223486 internal_weight=0 99.8546 internal_count=2446 2213 is_linear=0 shrinkage=0.0204111 Tree=4916 num_leaves=3 num_cat=0 split_feature=453 42 split_gain=2.97964 2.8798 threshold=0.10218000000000001 -0.40186499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00058083901129124245 -0.00047100460448466633 2.8914644463904241e-05 leaf_weight=1.1433429931057606 1.8889393149875093 107.10426256770006 leaf_count=8 15 2451 internal_value=0 2.18807e-05 internal_weight=0 108.248 internal_count=2474 2459 is_linear=0 shrinkage=0.000400217 Tree=4917 num_leaves=4 num_cat=0 split_feature=14 157 48 split_gain=3.4913 2.95625 0.386695 threshold=0.076175000000000007 -0.077234999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0086514665396096764 -0.033265072646010654 -0.00094097433952240804 -0.013654450907213423 leaf_weight=15.778412947191098 1.1265785979339855 84.794867552707728 1.0260091344825912 leaf_count=303 13 2076 68 internal_value=0 0.000571881 -0.0250552 internal_weight=0 100.573 2.15259 internal_count=2460 2379 81 is_linear=0 shrinkage=0.0204111 Tree=4918 num_leaves=4 num_cat=0 split_feature=3 457 4 split_gain=3.93407 3.05165 1.00543 threshold=0.18307500000000002 0.080930000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024098154869122601 0.0088117920279327886 0.0071910667518916655 0.025782551118540553 leaf_weight=81.516596937130089 3.8326762940268964 16.486022115743253 2.4389941008994347 leaf_count=2168 46 188 79 internal_value=0 -0.00078839 0.015748 internal_weight=0 98.0026 6.27167 internal_count=2481 2356 125 is_linear=0 shrinkage=0.0204111 Tree=4919 num_leaves=4 num_cat=0 split_feature=43 43 11 split_gain=3.17516 4.92225 4.2386 threshold=-0.063379999999999978 -0.00051499999999999994 0.088065000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013691316395653404 -0.00037734115358128073 -6.2286241135152964e-06 -0.00039972741010982517 leaf_weight=36.317022503782937 6.2180363749648668 59.896860547203687 2.4132792424061327 leaf_count=1088 469 878 28 internal_value=0 -4.17103e-05 0.000102419 internal_weight=0 66.1149 38.7303 internal_count=2463 1347 1116 is_linear=0 shrinkage=0.000400217 Tree=4920 num_leaves=4 num_cat=0 split_feature=160 128 15 split_gain=2.89762 2.76099 0.114875 threshold=-0.40446999999999994 0.085185000000000025 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014351332628776171 1.4202137099071847e-05 -0.00037203299772884074 -0.00044034590147800122 leaf_weight=0.38076926232315633 102.26635146282933 2.9409546109236535 2.3526987549921605 leaf_count=12 2119 164 173 internal_value=0 3.02132e-06 -0.000406272 internal_weight=0 105.207 2.73347 internal_count=2468 2283 185 is_linear=0 shrinkage=0.000400217 Tree=4921 num_leaves=4 num_cat=0 split_feature=133 1 151 split_gain=3.09287 3.47385 3.26408 threshold=0.10637000000000002 0.109225 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040894537488767572 -0.0005156454777166886 0.00029076196017736806 3.7960524962673757e-05 leaf_weight=2.5744931213557711 3.2569256386777843 1.0650528499390928 102.78390442420641 leaf_count=56 313 35 2088 internal_value=0 -0.000314601 2.66176e-05 internal_weight=0 4.32198 105.358 internal_count=2492 348 2144 is_linear=0 shrinkage=0.000400217 Tree=4922 num_leaves=4 num_cat=0 split_feature=0 0 49 split_gain=3.51104 5.19475 4.09058 threshold=-0.020899999999999998 -0.10674499999999999 0.0037600000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9108871988848728e-05 3.7044646236013554e-05 -0.00016230412396222105 0.00043727502401825531 leaf_weight=46.268528697895817 19.191744462179489 36.682922408399463 5.0949362056562668 leaf_count=459 258 1728 32 internal_value=0 -5.0059e-05 0.000122628 internal_weight=0 82.9515 24.2867 internal_count=2477 2187 290 is_linear=0 shrinkage=0.000400217 Tree=4923 num_leaves=4 num_cat=0 split_feature=160 133 15 split_gain=3.42841 3.05003 0.0953216 threshold=-0.40446999999999994 -0.39935999999999994 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016927179905905129 -0.00052433417654641074 3.8572974133510248e-05 -0.0004425386260357351 leaf_weight=0.43066961475415189 1.4538726005412161 101.59546785352723 2.3888923816848537 leaf_count=13 127 2113 187 internal_value=0 3.00707e-05 -0.000408858 internal_weight=0 103.049 2.81956 internal_count=2440 2240 200 is_linear=0 shrinkage=0.000400217 Tree=4924 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.00959 3.77371 threshold=-1.0000000180025095e-35 0.08894500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043510418145907559 -0.0001090474501956853 4.5172984656440626e-05 leaf_weight=2.3300825124606481 41.216598198923748 65.893428816838423 leaf_count=66 1218 1194 internal_value=0 -1.42239e-05 internal_weight=0 107.11 internal_count=2478 2412 is_linear=0 shrinkage=0.000400217 Tree=4925 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=3.22358 3.40907 threshold=0.51087000000000005 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0046585019361585897 0.020439898110951003 -0.0029386600981591159 leaf_weight=41.987247956960346 3.2826130493776864 59.113515874989389 leaf_count=388 110 1985 internal_value=0 0.000218112 internal_weight=0 101.101 internal_count=2483 2373 is_linear=0 shrinkage=0.0204111 Tree=4926 num_leaves=4 num_cat=0 split_feature=1213 14 475 split_gain=3.88665 3.42046 2.40771 threshold=-1.0000000180025095e-35 0.076975000000000002 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041181835090311884 1.0075940170169548e-05 -0.00050677916220468822 -0.00045185074261968434 leaf_weight=0.49472162127494801 100.23346050584223 1.9816959165618744 4.4826615559286429 leaf_count=1 2047 62 394 internal_value=0 -4.88146e-07 -0.000358836 internal_weight=0 102.215 4.97738 internal_count=2504 2109 395 is_linear=0 shrinkage=0.000400217 Tree=4927 num_leaves=4 num_cat=0 split_feature=2 150 0 split_gain=4.79603 6.35147 5.76978 threshold=0.08894500000000001 0.083295000000000022 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012048537541319987 -0.0015917971601595582 0.012831406018262067 0.0050794731781706954 leaf_weight=26.993565077398671 48.758502607968694 17.088133108845796 11.668669377773766 leaf_count=1105 1019 183 151 internal_value=0 0.00216666 -0.00687938 internal_weight=0 65.8466 38.6622 internal_count=2458 1202 1256 is_linear=0 shrinkage=0.0204111 Tree=4928 num_leaves=3 num_cat=0 split_feature=1375 0 split_gain=5.21792 3.10671 threshold=-0.43429999999999996 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.036115308737819936 0.0048112013183279675 -0.0021774091624712916 leaf_weight=1.5142147945589375 45.130110488622449 63.866266106670082 leaf_count=13 445 2016 internal_value=0 0.000718203 internal_weight=0 108.996 internal_count=2474 2461 is_linear=0 shrinkage=0.0204111 Tree=4929 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.23727 7.01911 4.92107 threshold=0.10044000000000002 -0.080924999999999983 0.10255000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010763580111876296 0.00017775727110437881 -0.00017588865135453448 -9.795160561239099e-05 leaf_weight=22.250882038722921 27.217974475352094 37.2734236188262 16.617375320987776 leaf_count=579 428 1263 195 internal_value=0 -6.99008e-05 7.32566e-05 internal_weight=0 59.5243 43.8353 internal_count=2465 1842 623 is_linear=0 shrinkage=0.000400217 Tree=4930 num_leaves=3 num_cat=0 split_feature=1375 159 split_gain=4.62646 3.91978 threshold=-0.43150999999999995 0.10506000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057057138825512626 4.9457641912098059e-05 -0.00031132191587649464 leaf_weight=1.9685332180233661 100.14344617878669 4.9564084418234406 leaf_count=15 2225 189 internal_value=0 3.21304e-05 internal_weight=0 105.1 internal_count=2429 2414 is_linear=0 shrinkage=0.000400217 Tree=4931 num_leaves=3 num_cat=0 split_feature=48 480 split_gain=3.18968 2.84549 threshold=-0.097454999999999986 0.08598500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043052755399842265 3.0809230728534371e-05 -0.00035864121529879408 leaf_weight=2.4681577235460272 105.32603058188397 2.981494902225676 leaf_count=32 2260 174 internal_value=0 1.97291e-05 internal_weight=0 108.308 internal_count=2466 2434 is_linear=0 shrinkage=0.000400217 Tree=4932 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=3.30236 3.13914 threshold=-1.0000000180025095e-35 -0.0044549999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021365888632204781 -0.009052127930822166 0.0011586299145512409 leaf_weight=3.0794878282758864 14.495427985348213 88.681855069342419 leaf_count=233 628 1599 internal_value=0 -0.000284142 internal_weight=0 103.177 internal_count=2460 2227 is_linear=0 shrinkage=0.0204111 Tree=4933 num_leaves=4 num_cat=0 split_feature=14 1444 48 split_gain=4.08694 2.92305 1.1566 threshold=0.076175000000000007 -0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025973161460804851 -0.041529376896794395 -4.0357349447736623e-05 -0.010915679884738249 leaf_weight=1.7199279004125845 1.061661410960369 101.98342028288607 1.1087599376041897 leaf_count=21 14 2343 66 internal_value=0 0.000418626 -0.0271931 internal_weight=0 103.703 2.17042 internal_count=2444 2364 80 is_linear=0 shrinkage=0.0204111 Tree=4934 num_leaves=4 num_cat=0 split_feature=3 453 2 split_gain=2.84786 3.51642 1.56223 threshold=0.18307500000000002 0.091330000000000008 0.12279500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062055898878803691 0.024813315579781715 -0.024893318537948118 0.00082146129162390981 leaf_weight=92.561634255784156 2.9695127611630587 2.1945521926973006 1.7985422814963383 leaf_count=2294 53 27 62 internal_value=0 9.75013e-07 0.0159899 internal_weight=0 94.7562 4.76806 internal_count=2436 2321 115 is_linear=0 shrinkage=0.0204111 Tree=4935 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=4.10643 7.28836 3.78196 threshold=1.0000000180025095e-35 -0.10092 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9055506353408265e-05 9.1551720992425178e-05 -0.00031744927184602201 -0.00011009399800981332 leaf_weight=11.675043337396348 58.331258127276669 15.640060675905259 19.891258895106148 leaf_count=60 955 1187 240 internal_value=0 -0.000139749 4.0191e-05 internal_weight=0 27.3151 78.2225 internal_count=2442 1247 1195 is_linear=0 shrinkage=0.000400217 Tree=4936 num_leaves=4 num_cat=0 split_feature=15 456 52 split_gain=4.10553 5.38946 3.3367 threshold=0.048235000000000007 -0.10973499999999999 -0.049149999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0051060586542093127 0.030593600815254696 -0.015256165467207648 -0.0029137560894671932 leaf_weight=35.294430417285184 1.0590649261139322 13.024021961922697 55.369196850610024 leaf_count=651 3 930 877 internal_value=0 -0.0115941 0.000210724 internal_weight=0 14.0831 90.6636 internal_count=2461 933 1528 is_linear=0 shrinkage=0.0204111 Tree=4937 num_leaves=4 num_cat=0 split_feature=1213 403 475 split_gain=3.31202 3.3253 1.84397 threshold=-1.0000000180025095e-35 -0.083174999999999985 -0.085719999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019651527217480844 -0.017868860941561818 0.002022483378163813 -0.019782560571694332 leaf_weight=0.4642247650772332 3.5193781597190528 98.074552574922564 4.4320549901894983 leaf_count=2 291 1809 387 internal_value=0 0.0013145 -0.015688 internal_weight=0 101.594 4.89628 internal_count=2489 2100 389 is_linear=0 shrinkage=0.0204111 Tree=4938 num_leaves=4 num_cat=0 split_feature=376 456 12 split_gain=3.30003 3.0743 1.40131 threshold=0.048375000000000008 1.0000000180025095e-35 -0.043589999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6485710509183235e-06 0.00035915357583744529 -0.00031773173217125805 -4.5021897721258119e-06 leaf_weight=93.697543407775811 5.8583903394173831 4.7191315879463209 2.3675530772889015 leaf_count=2189 112 166 17 internal_value=0 -6.39272e-06 0.000255833 internal_weight=0 98.4167 8.22594 internal_count=2484 2355 129 is_linear=0 shrinkage=0.000400217 Tree=4939 num_leaves=4 num_cat=0 split_feature=457 403 457 split_gain=2.98915 3.36499 2.43671 threshold=-0.0046349999999999994 -1.0000000180025095e-35 -0.14941999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0046983590134686256 -0.010937551295647972 0.0026376276611052457 -0.016848628012792344 leaf_weight=3.09479044447653 8.2787141886001319 81.489112287119497 7.0161577395338082 leaf_count=30 570 1658 167 internal_value=0 0.00137361 -0.0102742 internal_weight=0 89.7678 10.1109 internal_count=2425 2228 197 is_linear=0 shrinkage=0.0204111 Tree=4940 num_leaves=4 num_cat=0 split_feature=160 3 0 split_gain=3.43921 2.81149 0.0234085 threshold=-0.40446999999999994 -0.59414999999999984 -0.14454499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023794151751274655 -0.0013018630905762747 2.4757394564233032e-05 -0.00044316062147687154 leaf_weight=0.56148314673919264 0.14455936849117179 106.06425056701119 2.3179290508778641 leaf_count=20 2 2286 175 internal_value=0 2.15826e-05 -0.000413547 internal_weight=0 106.209 2.87941 internal_count=2483 2288 195 is_linear=0 shrinkage=0.000400217 Tree=4941 num_leaves=4 num_cat=0 split_feature=43 13 0 split_gain=3.82087 5.33797 4.1171 threshold=-0.074459999999999985 -0.10939499999999998 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.3039596187464753e-05 0.00015359587857380138 -0.00010042253517732202 0.0002742750864840275 leaf_weight=24.575769889852381 17.460450962535106 53.807365313128685 15.825503418396691 leaf_count=808 206 1291 166 internal_value=0 -3.80453e-05 0.000115843 internal_weight=0 71.2678 40.4013 internal_count=2471 1497 974 is_linear=0 shrinkage=0.000400217 Tree=4942 num_leaves=4 num_cat=0 split_feature=52 4 52 split_gain=4.51833 3.99096 2.06315 threshold=0.17002500000000001 -0.49367499999999992 0.68874000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003110902823276841 -0.00039744736841124833 4.4295841949147095e-05 0.00014054152001391441 leaf_weight=5.2331530593801281 5.9720507040474322 95.436929487514135 1.3451787116937337 leaf_count=114 285 2078 7 internal_value=0 2.54966e-05 -0.000297917 internal_weight=0 100.67 7.31723 internal_count=2484 2192 292 is_linear=0 shrinkage=0.000400217 Tree=4943 num_leaves=4 num_cat=0 split_feature=133 1374 1 split_gain=3.019 3.07428 1.20184 threshold=0.11264000000000002 0.097240000000000007 0.12220000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032290909899667097 -0.023864192459688995 -0.019402644925587773 0.011080818402257022 leaf_weight=100.46661453957495 2.3845949154783734 2.453998028766363 0.42198735999409098 leaf_count=2158 278 28 18 internal_value=0 0.00266897 -0.0183865 internal_weight=0 102.921 2.80658 internal_count=2482 2186 296 is_linear=0 shrinkage=0.0204111 Tree=4944 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=3.98177 2.65749 threshold=-0.094929999999999987 0.10114000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043243429489430189 -5.3168232251611582e-05 7.6291596387924904e-05 leaf_weight=3.3916547854896626 60.201967632870947 43.759679067938123 leaf_count=44 1816 608 internal_value=0 1.34763e-06 internal_weight=0 103.962 internal_count=2468 2424 is_linear=0 shrinkage=0.000400217 Tree=4945 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=2.95021 5.22881 2.56303 threshold=0.11588000000000001 0.091735000000000025 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6148665368052503e-05 0.00025678551195598909 -0.00030680523716784933 -2.6090203587883459e-05 leaf_weight=77.775240593357012 13.217180496954827 8.8414195495715813 8.3098171547171642 leaf_count=1712 212 406 130 internal_value=0 -1.71705e-05 0.00014802 internal_weight=0 86.6167 21.527 internal_count=2460 2118 342 is_linear=0 shrinkage=0.000400217 Tree=4946 num_leaves=4 num_cat=0 split_feature=1 3 0 split_gain=3.32993 3.95229 3.10558 threshold=0.11332500000000002 -0.097754999999999995 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052278841611986147 -0.019007619267446322 -0.0043010576614212091 0.0096919811892643704 leaf_weight=26.960624323255615 1.5918611581437314 54.825370836399088 21.378445339301834 leaf_count=326 10 1803 362 internal_value=0 -0.001157 0.00762052 internal_weight=0 81.786 22.9703 internal_count=2501 2129 372 is_linear=0 shrinkage=0.0204111 Tree=4947 num_leaves=4 num_cat=0 split_feature=42 484 123 split_gain=3.25485 3.65616 3.5798 threshold=-0.0044549999999999998 0.084225000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013375808574253122 0.00092917491730154392 0.012747855131386928 0.015843019140146158 leaf_weight=11.443954124973969 83.205788026578375 2.6718382722101515 7.1827939272916401 leaf_count=630 1612 49 170 internal_value=0 -0.00836971 0.00213245 internal_weight=0 14.1158 90.3886 internal_count=2461 679 1782 is_linear=0 shrinkage=0.0204111 Tree=4948 num_leaves=4 num_cat=0 split_feature=4 41 48 split_gain=3.62481 4.27788 3.60321 threshold=0.27626000000000001 0.075585000000000013 0.12230500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6834707159958722e-05 0.00023767544220082876 -0.00042800249075592621 -0.00025120186414619953 leaf_weight=81.24810902740137 15.058576984971298 4.1546041907859026 2.7769558150321236 leaf_count=2054 253 99 21 internal_value=0 -3.73711e-05 0.000160466 internal_weight=0 85.4027 17.8355 internal_count=2427 2153 274 is_linear=0 shrinkage=0.000400217 Tree=4949 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=4.55862 7.63652 3.9995 threshold=0.077655000000000016 0.084105000000000013 0.13148500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00080288482407775332 0.052370044899027537 0.0067650424513076169 -0.021095237883708377 leaf_weight=75.933783917738765 1.5293253137497256 23.543189234005695 3.5291711212485088 leaf_count=1632 28 802 33 internal_value=0 0.00976723 -0.000197986 internal_weight=0 25.0725 79.463 internal_count=2495 830 1665 is_linear=0 shrinkage=0.0204111 Tree=4950 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=3.2657 2.91312 0.0337952 threshold=-0.39935999999999994 -0.16901999999999998 0.11762000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019612886802385248 0.011257280874528637 0.000170668950341112 -0.033822489174633937 leaf_weight=1.0218142771846022 10.912269399268551 94.671965757923317 0.61670771613717068 leaf_count=113 131 2182 5 internal_value=0 0.0013272 -0.0267824 internal_weight=0 105.584 1.63852 internal_count=2431 2313 118 is_linear=0 shrinkage=0.0204111 Tree=4951 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.88118 4.26659 threshold=-0.5356749999999999 -0.50061499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022626369442608624 0.028295723845396806 0.00092696181251584499 leaf_weight=1.9834194232244033 2.3155211189587126 106.36915892920661 leaf_count=27 22 2408 internal_value=0 0.00153857 internal_weight=0 108.685 internal_count=2457 2430 is_linear=0 shrinkage=0.0204111 Tree=4952 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=4.27804 5.48103 3.69497 threshold=1.0000000180025095e-35 -0.059114999999999994 0.083930000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017681531695270702 0.01501249564720188 0.00020257074724728343 -0.00018515987929586676 leaf_weight=13.006463442492533 7.2716129746404468 15.658778647426514 68.442455514814355 leaf_count=1144 92 130 1114 internal_value=0 -0.00794932 0.00129444 internal_weight=0 28.6652 75.7141 internal_count=2480 1274 1206 is_linear=0 shrinkage=0.0204111 Tree=4953 num_leaves=4 num_cat=0 split_feature=12 3 49 split_gain=3.39532 5.79665 3.62058 threshold=0.084045000000000022 0.14363500000000004 -0.11612499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033599089741711375 -0.00013497716871637344 0.00038357103110851461 8.0885196934981854e-05 leaf_weight=3.4220494112232691 38.208941537115606 3.6868567862547925 60.448465893394314 leaf_count=52 1621 20 743 internal_value=0 -8.84439e-05 5.8001e-05 internal_weight=0 41.8958 63.8705 internal_count=2436 1641 795 is_linear=0 shrinkage=0.000400217 Tree=4954 num_leaves=4 num_cat=0 split_feature=0 48 39 split_gain=4.52219 7.27375 4.22695 threshold=-0.10674499999999999 0.12474000000000002 0.084535000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062966853202153956 -0.0075297040008656625 -0.02200741287320776 0.0064136688019030309 leaf_weight=41.31226530301501 47.17932222316449 4.0530982192576621 11.112550783655022 leaf_count=421 1819 33 212 internal_value=0 0.00371994 -0.00486439 internal_weight=0 45.3654 58.2919 internal_count=2485 454 2031 is_linear=0 shrinkage=0.0204111 Tree=4955 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=3.29367 3.22816 threshold=-0.14169499999999999 -0.079739999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034244592198717213 -0.00042510106489963254 2.5416753474238485e-05 leaf_weight=5.0212608723668373 2.503213945310562 98.558698260007077 leaf_count=67 28 2354 internal_value=0 1.37997e-05 internal_weight=0 101.062 internal_count=2449 2382 is_linear=0 shrinkage=0.000400217 Tree=4956 num_leaves=3 num_cat=0 split_feature=3 1210 split_gain=2.91753 2.79167 threshold=-0.59414999999999984 -0.08107499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.068724298795960773 -0.024836591943665446 0.0014747004961662368 leaf_weight=0.1382948886603107 1.595761946926358 104.08085402879806 leaf_count=2 106 2342 internal_value=0 0.00105152 internal_weight=0 105.677 internal_count=2450 2448 is_linear=0 shrinkage=0.0204111 Tree=4957 num_leaves=3 num_cat=0 split_feature=2 3 split_gain=3.00591 2.86052 threshold=-0.58149499999999998 -0.53670499999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0014172863024512355 0.00050359674700354586 -7.5602044639480762e-06 leaf_weight=0.12789729237556358 1.6718602934852231 103.35335334974661 leaf_count=1 14 2452 internal_value=0 1.10438e-06 internal_weight=0 105.025 internal_count=2467 2466 is_linear=0 shrinkage=0.000400217 Tree=4958 num_leaves=4 num_cat=0 split_feature=4 14 49 split_gain=4.21452 3.75254 2.94638 threshold=0.27190000000000009 -0.10708499999999999 0.27570000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057172265297204654 0.00024701731213053115 -1.6163412065538589e-05 -0.00020391022255009895 leaf_weight=1.8811307102441777 15.730565793492135 85.410560242882639 2.632171466946601 leaf_count=33 263 2124 19 internal_value=0 -2.88527e-05 0.000181536 internal_weight=0 87.2917 18.3627 internal_count=2439 2157 282 is_linear=0 shrinkage=0.000400217 Tree=4959 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=2.86624 3.69926 threshold=-0.40186499999999997 0.088470000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029445379577899212 0.00095419872340382487 0.021454941670709729 leaf_weight=1.1335351602756407 100.20564443353214 3.6949726530583566 leaf_count=8 2404 49 internal_value=0 0.00170557 internal_weight=0 103.901 internal_count=2461 2453 is_linear=0 shrinkage=0.0204111 Tree=4960 num_leaves=4 num_cat=0 split_feature=13 13 12 split_gain=3.39657 3.77155 3.50829 threshold=-0.090744999999999978 -0.5356749999999999 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015514542074290216 0.0088690349404641159 0.0094760328733809723 -0.0039604459239263685 leaf_weight=2.74809593765531 10.168600927470832 21.341711979970569 65.247578999966208 leaf_count=28 205 367 1848 internal_value=0 0.00656659 -0.00222002 internal_weight=0 24.0898 75.4162 internal_count=2448 395 2053 is_linear=0 shrinkage=0.0204111 Tree=4961 num_leaves=3 num_cat=0 split_feature=1213 160 split_gain=4.77392 3.87167 threshold=-1.0000000180025095e-35 -0.20907999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043364143164401341 -0.00033697675323781826 2.4493939669317865e-05 leaf_weight=3.9902695714263237 4.8794846044038414 96.493708788082586 leaf_count=401 257 1822 internal_value=0 6.74237e-06 internal_weight=0 101.373 internal_count=2480 2079 is_linear=0 shrinkage=0.000400217 Tree=4962 num_leaves=4 num_cat=0 split_feature=474 15 15 split_gain=3.28347 3.29707 0.237729 threshold=-1.0000000180025095e-35 -0.24269999999999997 -0.040504999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.04066418436806777 0.012275283336448438 -0.00051614495966039408 -0.01880881369038143 leaf_weight=0.53742004581727087 9.0901660370582231 95.636927432715311 0.89926269347779342 leaf_count=38 182 2169 60 internal_value=0 0.000606057 -0.0293332 internal_weight=0 104.727 1.43668 internal_count=2449 2351 98 is_linear=0 shrinkage=0.0204111 Tree=4963 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=5.34585 2.77156 threshold=-0.51735999999999993 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050213261032728889 -0.00052873960675673402 -3.906784691982466e-06 leaf_weight=3.229037652257829 1.5262919983651944 99.390557070095383 leaf_count=22 130 2305 internal_value=0 -1.24217e-05 internal_weight=0 100.917 internal_count=2457 2435 is_linear=0 shrinkage=0.000400217 Tree=4964 num_leaves=4 num_cat=0 split_feature=43 16 4 split_gain=5.1394 6.06689 4.55091 threshold=-0.063379999999999978 0.22078000000000003 -0.083954999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032804185893622981 -3.4313977157764502e-05 -0.00042761422511674387 2.2101443158096219e-05 leaf_weight=10.66156334421248 57.84242870772141 6.9393844661826725 28.167456970440981 leaf_count=209 1174 174 898 internal_value=0 -7.71092e-05 0.000106807 internal_weight=0 64.7818 38.829 internal_count=2455 1348 1107 is_linear=0 shrinkage=0.000400217 Tree=4965 num_leaves=4 num_cat=0 split_feature=474 15 52 split_gain=2.88821 2.93113 0.381121 threshold=-1.0000000180025095e-35 -0.46714499999999998 -0.074744999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029646579159858962 0.00036626210560448518 2.6800903653228659e-07 -0.00073722183958175821 leaf_weight=1.0145080256043 3.5166302515426642 102.8449539216017 0.64128135782084328 leaf_count=70 95 2263 32 internal_value=0 1.27413e-05 -0.000503052 internal_weight=0 106.362 1.65579 internal_count=2460 2358 102 is_linear=0 shrinkage=0.000400217 Tree=4966 num_leaves=4 num_cat=0 split_feature=2 484 2 split_gain=3.05971 5.28507 4.66554 threshold=1.0000000180025095e-35 0.084225000000000008 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018317711181020974 0.00036863653579291469 0.00043299977887200839 4.6783974445373353e-06 leaf_weight=23.662516192067418 5.9686378807382416 2.3540576861123546 78.156856427784078 leaf_count=553 158 37 1743 internal_value=0 -0.000125807 3.09566e-05 internal_weight=0 26.0166 84.1255 internal_count=2491 590 1901 is_linear=0 shrinkage=0.000400217 Tree=4967 num_leaves=4 num_cat=0 split_feature=43 15 12 split_gain=3.05365 4.63984 4.25652 threshold=-0.069494999999999987 0.035895000000000003 0.098400000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001161075555068026 -2.5587431405428041e-05 -0.00032313450509651218 -0.00031763814824081478 leaf_weight=34.727787106341566 55.637250616659003 9.7790354036405898 3.9363857793068737 leaf_count=913 735 692 134 internal_value=0 -7.05437e-05 7.11584e-05 internal_weight=0 65.4163 38.6642 internal_count=2474 1427 1047 is_linear=0 shrinkage=0.000400217 Tree=4968 num_leaves=4 num_cat=0 split_feature=1429 42 484 split_gain=3.88862 4.19804 0.316792 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089150000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018920756628429666 -0.0097204025107605965 0.0026597177515200591 -0.040134478095507818 leaf_weight=1.2391327088698734 13.041307243853224 86.087380398384994 0.62426910789508827 leaf_count=101 677 1689 15 internal_value=0 0.00102187 -0.0278998 internal_weight=0 99.1287 1.8634 internal_count=2482 2366 116 is_linear=0 shrinkage=0.0204111 Tree=4969 num_leaves=3 num_cat=0 split_feature=1373 1456 split_gain=3.36823 2.99807 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.7297762069472325e-05 -0.00052558043448444559 -0.00035385209471408563 leaf_weight=105.34916349050764 1.7635144090745587 3.3007218296261263 leaf_count=2239 18 217 internal_value=0 1.53663e-05 internal_weight=0 108.65 internal_count=2474 2456 is_linear=0 shrinkage=0.000400217 Tree=4970 num_leaves=4 num_cat=0 split_feature=13 39 11 split_gain=3.89123 3.97714 1.92277 threshold=-0.15145999999999996 0.0095750000000000019 0.078340000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026838286351460596 -7.2008842496649016e-05 0.00015882320086765489 -8.0067294701316076e-05 leaf_weight=11.206759816413976 71.096286342006351 14.259272153169148 3.2126631727442136 leaf_count=149 2005 252 34 internal_value=0 -3.32891e-05 0.000190729 internal_weight=0 85.3556 14.4194 internal_count=2440 2257 183 is_linear=0 shrinkage=0.000400217 Tree=4971 num_leaves=4 num_cat=0 split_feature=0 47 48 split_gain=4.46703 4.31001 3.46461 threshold=0.053930000000000006 0.086380000000000012 0.081275000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9940543067267527e-06 7.0950676686004611e-05 -0.00022060283029804516 0.0004908252958226219 leaf_weight=69.036850557618891 12.383176552248189 18.156831856147619 4.1319228732027105 leaf_count=2000 149 303 24 internal_value=0 -4.77407e-05 0.000178597 internal_weight=0 87.1937 16.5151 internal_count=2476 2303 173 is_linear=0 shrinkage=0.000400217 Tree=4972 num_leaves=4 num_cat=0 split_feature=51 0 12 split_gain=3.74859 3.34891 1.97485 threshold=-0.10593999999999999 -0.074249999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011847636033445773 -2.4638928692467126e-05 0.00012976097616849711 -0.00036738631361412814 leaf_weight=1.663771470019128 64.146243696595775 34.523312525969232 5.9170879963348844 leaf_count=31 1649 546 216 internal_value=0 2.94696e-05 -0.000260582 internal_weight=0 98.6696 7.58086 internal_count=2442 2195 247 is_linear=0 shrinkage=0.000400217 Tree=4973 num_leaves=4 num_cat=0 split_feature=132 457 12 split_gain=3.56873 5.0067 3.71812 threshold=0.079320000000000015 0.069910000000000014 0.085775000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4253534292981787e-05 0.00036063530257069625 0.0001486706932537854 -9.8840394690125982e-05 leaf_weight=78.563439365658269 7.4873050611349736 18.094074053748045 4.4228040846064687 leaf_count=1993 101 196 164 internal_value=0 -4.05291e-05 0.000190678 internal_weight=0 96.6575 11.9101 internal_count=2454 2189 265 is_linear=0 shrinkage=0.000400217 Tree=4974 num_leaves=4 num_cat=0 split_feature=484 1 160 split_gain=3.32043 3.61381 2.34482 threshold=-0.0068949999999999992 0.12337000000000002 0.51347500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035479870430870139 -1.700840713456577e-05 0.00021659795702022274 0.00026105852079131794 leaf_weight=6.3891665767587247 85.37924670495704 11.997702430177013 1.0842997190920867 leaf_count=348 1856 220 30 internal_value=0 1.19897e-05 -0.000262912 internal_weight=0 97.3769 7.47347 internal_count=2454 2076 378 is_linear=0 shrinkage=0.000400217 Tree=4975 num_leaves=3 num_cat=0 split_feature=151 401 split_gain=3.36362 2.84578 threshold=-0.52082499999999987 0.083100000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023967193533144887 0.0025741469874168989 -0.015359921945848651 leaf_weight=2.0191074618196572 102.73155659581244 3.7126407153846221 leaf_count=41 2203 224 internal_value=0 0.00193315 internal_weight=0 106.444 internal_count=2468 2427 is_linear=0 shrinkage=0.0204111 Tree=4976 num_leaves=4 num_cat=0 split_feature=15 15 474 split_gain=4.30192 6.38129 4.17689 threshold=-0.095804999999999987 -0.095034999999999981 0.084795000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0098677725796863271 0.029050440363757687 0.00088391524357739164 0.017785146511126278 leaf_weight=24.356766252763922 3.3961523888865477 75.031670839489379 2.4065041150315656 leaf_count=446 16 1961 40 internal_value=0 0.00214328 -0.00731754 internal_weight=0 78.4278 26.7633 internal_count=2463 1977 486 is_linear=0 shrinkage=0.0204111 Tree=4977 num_leaves=3 num_cat=0 split_feature=376 0 split_gain=3.57726 3.23227 threshold=0.088470000000000007 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.5395835051423254e-05 0.00034431277503881497 -9.7325860862257599e-05 leaf_weight=45.49778227583738 4.0494009654503307 57.329193022495019 leaf_count=427 51 2023 internal_value=0 -3.41952e-05 internal_weight=0 102.827 internal_count=2501 2450 is_linear=0 shrinkage=0.000400217 Tree=4978 num_leaves=4 num_cat=0 split_feature=157 157 43 split_gain=3.08972 4.53466 2.69232 threshold=-0.084489999999999996 -0.07686999999999998 -0.088099999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016516152019152404 0.00028855886770513112 -6.2342187601057807e-06 -0.00045108318983963291 leaf_weight=1.498589602022548 9.0945565904839878 90.639012762389029 4.0198306742167906 leaf_count=28 114 2119 165 internal_value=0 2.0941e-05 -0.000283778 internal_weight=0 99.7336 5.51842 internal_count=2426 2233 193 is_linear=0 shrinkage=0.000400217 Tree=4979 num_leaves=4 num_cat=0 split_feature=1 14 16 split_gain=3.36654 4.39766 1.09583 threshold=0.13662500000000002 0.062655000000000016 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1854313020298323e-06 0.00045417347844830321 -0.00056116290042556801 0.00011723125689849673 leaf_weight=97.390192099148408 3.2259734835824929 2.1105628746881839 3.0744880229467517 leaf_count=2256 86 75 43 internal_value=0 -4.50851e-06 0.000294671 internal_weight=0 99.5008 6.30046 internal_count=2460 2331 129 is_linear=0 shrinkage=0.000400217 Tree=4980 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=2.85875 2.975 threshold=0.10071000000000001 -0.23078999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012406887491712643 -0.023513660636677747 0.00050139980517262728 leaf_weight=9.5264751403592509 1.8107721447013307 94.383526261874067 leaf_count=67 17 2377 internal_value=0 0.00160508 internal_weight=0 103.91 internal_count=2461 2444 is_linear=0 shrinkage=0.0204111 Tree=4981 num_leaves=4 num_cat=0 split_feature=123 1456 42 split_gain=2.94343 3.85109 3.31949 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3725944315958545e-06 -0.00026056750864140819 -0.00045675841155134951 0.00031711826849454872 leaf_weight=96.756498774520878 1.8581661512143899 2.865159802742709 8.6460219708969799 leaf_count=2055 20 220 176 internal_value=0 -8.41635e-06 0.000213257 internal_weight=0 99.6217 10.5042 internal_count=2471 2275 196 is_linear=0 shrinkage=0.000400217 Tree=4982 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=3.27686 4.54668 3.5718 threshold=0.084050000000000014 0.11239500000000001 -0.0016099999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0037741079894533587 -0.02290246243091382 0.0083721145040246154 -0.0043263547144253567 leaf_weight=45.114706305190339 6.1073341977607907 2.7422929976601154 45.373690585838631 leaf_count=838 804 28 778 internal_value=0 -0.0132277 -0.000288042 internal_weight=0 8.84963 90.4884 internal_count=2448 832 1616 is_linear=0 shrinkage=0.0204111 Tree=4983 num_leaves=4 num_cat=0 split_feature=15 4 14 split_gain=3.5523 3.41614 2.92017 threshold=0.097210000000000019 0.23993500000000004 -0.22253999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011221957095632387 -0.020924025420778133 0.01222603175394486 0.003090576937214378 leaf_weight=6.2487517051631576 5.2107514562812858 1.6290919483872128 90.022111271886388 leaf_count=105 258 10 2094 internal_value=0 -0.0129587 0.00214962 internal_weight=0 6.83984 96.2709 internal_count=2467 268 2199 is_linear=0 shrinkage=0.0204111 Tree=4984 num_leaves=4 num_cat=0 split_feature=0 3 42 split_gain=3.12373 6.74814 3.73218 threshold=-0.060644999999999991 0.076825000000000018 0.084050000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00095489325463086181 0.010647486760323557 -0.011384863215009729 -0.0098115502942299482 leaf_weight=51.689899334793154 25.906219308992149 7.3505054403503882 17.994792506186059 leaf_count=1046 356 103 945 internal_value=0 0.00575597 -0.00183662 internal_weight=0 33.2567 69.6847 internal_count=2450 459 1991 is_linear=0 shrinkage=0.0204111 Tree=4985 num_leaves=4 num_cat=0 split_feature=41 16 8 split_gain=2.7672 3.15918 2.69556 threshold=0.078065000000000009 -0.53221499999999988 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.0438307228313656e-06 0.00017793205137396935 -0.00038166930407742709 0.00037512913473053774 leaf_weight=99.414181566906336 2.171112819109112 5.6334794813301405 3.1990784246008834 leaf_count=2365 20 99 42 internal_value=0 -0.000225682 1.98845e-05 internal_weight=0 7.80459 102.613 internal_count=2526 119 2407 is_linear=0 shrinkage=0.000400217 Tree=4986 num_leaves=4 num_cat=0 split_feature=131 132 12 split_gain=3.18625 3.28625 2.03013 threshold=0.092225000000000015 0.081240000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010808167293162715 0.0060427511614654051 0.011853183043617224 -0.022095006661149105 leaf_weight=87.505402496070019 1.3506028729025272 8.9152734081726503 4.3469713970116564 leaf_count=2095 42 139 231 internal_value=0 0.000127451 -0.0154371 internal_weight=0 96.4207 5.69757 internal_count=2507 2234 273 is_linear=0 shrinkage=0.0204111 Tree=4987 num_leaves=4 num_cat=0 split_feature=484 42 150 split_gain=3.38798 3.50436 2.62301 threshold=-0.0068949999999999992 -0.094924999999999995 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037929946029375845 -0.00031698823560975234 2.4770948644644153e-05 0.00020798378429093899 leaf_weight=6.2218541219699537 4.9608852558230856 91.170702450319368 1.431634087115526 leaf_count=391 184 1883 14 internal_value=0 6.78615e-06 -0.000268029 internal_weight=0 96.1316 7.65349 internal_count=2472 2067 405 is_linear=0 shrinkage=0.000400217 Tree=4988 num_leaves=3 num_cat=0 split_feature=376 1456 split_gain=3.49112 3.80354 threshold=0.088055000000000008 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2602732611747537e-05 0.00038457255848582477 -0.00042774849971145498 leaf_weight=101.54118236993963 4.0158970103948368 2.9833910774614187 leaf_count=2224 55 219 internal_value=0 9.30463e-06 internal_weight=0 104.525 internal_count=2498 2443 is_linear=0 shrinkage=0.000400217 Tree=4989 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=4.74746 3.69754 threshold=-0.47860499999999995 -0.070844999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018630191684846194 0.0083036084135455525 -0.0038088674571426168 leaf_weight=4.6455747128347857 11.925802338111678 82.309512824918784 leaf_count=68 239 2174 internal_value=0 -0.00226796 internal_weight=0 94.2353 internal_count=2481 2413 is_linear=0 shrinkage=0.0204111 Tree=4990 num_leaves=4 num_cat=0 split_feature=3 12 12 split_gain=2.83402 3.14898 1.94367 threshold=0.18307500000000002 0.11610500000000001 -0.051479999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016396104625721883 -0.0041926860728483933 -0.022249471871173307 0.020179158539675082 leaf_weight=93.375537003448699 2.0009112802799791 3.0836074821199864 3.9524227499787221 leaf_count=2237 50 113 68 internal_value=0 -0.0023235 0.0120616 internal_weight=0 96.4591 5.95333 internal_count=2468 2350 118 is_linear=0 shrinkage=0.0204111 Tree=4991 num_leaves=4 num_cat=0 split_feature=124 1456 42 split_gain=3.61765 4.04315 2.22277 threshold=-0.043384999999999993 1.0000000180025095e-35 -0.088814999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012623041051665319 -2.0653559759958793e-06 -0.00045555321579268795 0.00032720884445910556 leaf_weight=2.1315615279600015 95.371407816171995 3.1446600723502334 8.0676546713366388 leaf_count=26 2054 214 186 internal_value=0 -1.70415e-05 0.000232102 internal_weight=0 98.5161 10.1992 internal_count=2480 2268 212 is_linear=0 shrinkage=0.000400217 Tree=4992 num_leaves=4 num_cat=0 split_feature=42 474 158 split_gain=4.05013 3.99548 3.03372 threshold=-1.0000000180025095e-35 0.085020000000000012 0.094850000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014175996113726068 0.0024728891688282667 0.017125049997743284 -0.014915916537265029 leaf_weight=12.49311329921329 85.665475804751622 1.8668392711988406 4.283159691723994 leaf_count=651 1636 35 170 internal_value=0 -0.0100057 0.00162736 internal_weight=0 14.36 89.9486 internal_count=2492 686 1806 is_linear=0 shrinkage=0.0204111 Tree=4993 num_leaves=3 num_cat=0 split_feature=42 156 split_gain=2.65427 2.66704 threshold=-0.40186499999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055937100868157306 -0.00041021976131561241 4.3410889855366672e-05 leaf_weight=1.1075323093682516 2.0064901663572519 104.9848742689137 leaf_count=8 129 2329 internal_value=0 3.44837e-05 internal_weight=0 106.991 internal_count=2466 2458 is_linear=0 shrinkage=0.000400217 Tree=4994 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=2.93097 3.31445 threshold=-1.0000000180025095e-35 -0.097754999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043523818335679509 9.0556038080512585e-05 -6.3215531022045411e-05 leaf_weight=2.227171038161031 31.813919522362994 75.563435511605348 leaf_count=69 386 2075 internal_value=0 -1.7609e-05 internal_weight=0 107.377 internal_count=2530 2461 is_linear=0 shrinkage=0.000400217 Tree=4995 num_leaves=3 num_cat=0 split_feature=448 1429 split_gain=3.13689 3.23829 threshold=-0.083859999999999976 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022122925829238842 -0.02383223302938621 0.0015155972375990336 leaf_weight=2.3945126736070952 2.0326619771294636 100.60639942705166 leaf_count=42 118 2283 internal_value=0 0.000988186 internal_weight=0 102.639 internal_count=2443 2401 is_linear=0 shrinkage=0.0204111 Tree=4996 num_leaves=4 num_cat=0 split_feature=130 43 40 split_gain=3.51363 2.95403 0.600521 threshold=1.0000000180025095e-35 -0.083814999999999987 -0.082239999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013781111921302823 -2.066912419876853e-05 -1.5218235231471458e-05 -0.00047653780274237541 leaf_weight=27.007706590637099 0.5713766943663362 79.173584105206828 2.5843156295304643 leaf_count=481 12 1664 289 internal_value=0 2.38097e-05 -0.000397534 internal_weight=0 106.181 3.15569 internal_count=2446 2145 301 is_linear=0 shrinkage=0.000400217 Tree=4997 num_leaves=4 num_cat=0 split_feature=483 1 42 split_gain=3.44453 3.6511 0.363475 threshold=0.096460000000000018 0.099515000000000006 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0232951462447523e-05 -0.00047718028380053088 0.00012292218572032909 -0.00014310807838621866 leaf_weight=61.899941831950855 2.200194399018073 41.596373253327329 0.83491740563476913 leaf_count=1756 65 601 79 internal_value=0 3.13882e-05 -0.000393643 internal_weight=0 103.496 3.03511 internal_count=2501 2357 144 is_linear=0 shrinkage=0.000400217 Tree=4998 num_leaves=4 num_cat=0 split_feature=1447 44 42 split_gain=3.65847 2.93633 0.400918 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.090930000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022795407537989292 0.001984799489388487 -0.019327692853314038 -0.0052890007079274175 leaf_weight=2.8009225323330607 99.576499896371388 2.6565289236605159 0.77003923434676824 leaf_count=189 2190 40 58 internal_value=0 0.00141045 -0.0192959 internal_weight=0 102.233 3.57096 internal_count=2477 2230 247 is_linear=0 shrinkage=0.0204111 Tree=4999 num_leaves=4 num_cat=0 split_feature=2 38 16 split_gain=3.34633 3.64381 0.237782 threshold=0.14753000000000002 0.084835000000000008 -0.069089999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.634263410663546e-06 0.00040396583407548527 -0.00047051932229363885 0.00020896695819358499 leaf_weight=99.977397778733575 2.7789144678390585 2.5417163087986401 2.2579257198958649 leaf_count=2332 70 36 40 internal_value=0 -7.64651e-06 0.000322997 internal_weight=0 102.519 5.03684 internal_count=2478 2368 110 is_linear=0 shrinkage=0.000400217 Tree=5000 num_leaves=3 num_cat=0 split_feature=1373 2 split_gain=3.38109 3.30485 threshold=0.099250000000000019 0.097360000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024298467955788045 -0.026952364271848023 0.0049736353421532195 leaf_weight=57.656264608194761 1.7516007852973405 44.338284566307266 leaf_count=1679 20 790 internal_value=0 0.000790463 internal_weight=0 101.995 internal_count=2489 2469 is_linear=0 shrinkage=0.0204111 Tree=5001 num_leaves=3 num_cat=0 split_feature=13 157 split_gain=3.75554 3.78178 threshold=-0.47860499999999995 -0.077234999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015487451137431945 0.0076578685117121527 -0.003225406051391684 leaf_weight=5.6179751497111274 15.692624971590702 83.970492238870065 leaf_count=63 307 2118 internal_value=0 -0.00150509 internal_weight=0 99.6631 internal_count=2488 2425 is_linear=0 shrinkage=0.0204111 Tree=5002 num_leaves=4 num_cat=0 split_feature=133 156 15 split_gain=3.33637 3.08622 0.79035 threshold=0.11264000000000002 -1.0000000180025095e-35 -0.13783499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041186936474996036 0.00016507679296470939 4.7209405215689272e-05 -0.00045442238263182044 leaf_weight=2.2876291423672219 0.31710830109659616 105.47347891137906 2.6597676259771097 leaf_count=127 20 2080 280 internal_value=0 3.70464e-05 -0.000384839 internal_weight=0 107.761 2.97688 internal_count=2507 2207 300 is_linear=0 shrinkage=0.000400217 Tree=5003 num_leaves=3 num_cat=0 split_feature=155 457 split_gain=3.7721 2.83871 threshold=0.083985000000000018 -0.068264999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021975700130320017 -0.00044242413016542777 3.2439412833496974e-05 leaf_weight=7.6130048223712938 2.8765281771629807 95.800488826454966 leaf_count=170 166 2142 internal_value=0 1.36558e-05 internal_weight=0 103.413 internal_count=2478 2312 is_linear=0 shrinkage=0.000400217 Tree=5004 num_leaves=4 num_cat=0 split_feature=401 1444 2 split_gain=2.86991 2.61663 0.499738 threshold=0.085410000000000014 -0.084274999999999989 0.12162000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024482602190567339 -0.023016064419356757 3.5920007687957985e-05 -0.0031845602767076567 leaf_weight=1.7450976356631134 2.4816230820724736 102.58747706049326 0.71510161855258036 leaf_count=25 185 2246 27 internal_value=0 0.00047063 -0.0188377 internal_weight=0 104.333 3.19672 internal_count=2483 2271 212 is_linear=0 shrinkage=0.0204111 Tree=5005 num_leaves=4 num_cat=0 split_feature=43 480 132 split_gain=3.46537 3.01562 0.261684 threshold=0.25619500000000001 0.084710000000000021 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4812575936923686e-05 -0.00021582606637226556 -0.00035173589327144953 -0.00058402228348974612 leaf_weight=103.60405039471516 0.62236107021453801 3.2251105072355122 1.4264144012995521 leaf_count=2142 63 180 71 internal_value=0 2.27869e-05 -0.000489154 internal_weight=0 106.829 2.04878 internal_count=2456 2322 134 is_linear=0 shrinkage=0.000400217 Tree=5006 num_leaves=3 num_cat=0 split_feature=15 15 split_gain=2.88246 3.41702 threshold=-0.4680149999999999 -0.11177499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018693026373112633 -0.009561868809419961 0.00068345958214663675 leaf_weight=3.1059110452770247 15.977735491935162 86.257390747021418 leaf_count=90 307 2088 internal_value=0 -0.000926432 internal_weight=0 102.235 internal_count=2485 2395 is_linear=0 shrinkage=0.0204111 Tree=5007 num_leaves=4 num_cat=0 split_feature=474 1 157 split_gain=2.9521 2.93246 0.337775 threshold=-1.0000000180025095e-35 0.11588000000000001 -0.00058999999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.037241065179036442 -0.00035257627042094655 0.008408152977571675 -0.015235994561319867 leaf_weight=0.62928002447006293 84.310549778267159 19.50827258778736 0.9475688007660199 leaf_count=34 2030 328 63 internal_value=0 0.00130091 -0.0259045 internal_weight=0 103.819 1.57685 internal_count=2455 2358 97 is_linear=0 shrinkage=0.0204111 Tree=5008 num_leaves=4 num_cat=0 split_feature=1456 4 12 split_gain=3.20199 3.72073 1.61007 threshold=1.0000000180025095e-35 0.50500500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014413361680365969 0.016036964859619234 0.020886263195666568 -0.023315798985682316 leaf_weight=101.29466671928094 0.42564881786529474 4.1620144688058636 2.8702824199644956 leaf_count=2113 9 130 216 internal_value=0 0.0022301 -0.0178737 internal_weight=0 105.457 3.29593 internal_count=2468 2243 225 is_linear=0 shrinkage=0.0204111 Tree=5009 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=3.25485 7.29361 5.13632 threshold=-0.060644999999999991 -0.10191999999999998 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022582451745932087 0.029843131930110515 -0.01166339563146678 0.0028158549746365486 leaf_weight=48.05549990417785 3.1228660317137829 23.13840641547722 31.411568026902387 leaf_count=480 34 1524 428 internal_value=0 -0.00227757 0.00534841 internal_weight=0 71.1939 34.5344 internal_count=2466 2004 462 is_linear=0 shrinkage=0.0204111 Tree=5010 num_leaves=4 num_cat=0 split_feature=483 158 15 split_gain=3.69778 4.62616 2.62687 threshold=1.0000000180025095e-35 0.084765000000000021 -0.46714499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029229108902072325 0.018445010199093653 -0.014679437608893545 -0.019270536420290502 leaf_weight=92.622635868057841 0.80064896005205799 6.5568354194474514 5.504669906491471 leaf_count=1927 39 215 264 internal_value=0 0.00174396 -0.0142432 internal_weight=0 99.1795 6.30532 internal_count=2445 2142 303 is_linear=0 shrinkage=0.0204111 Tree=5011 num_leaves=4 num_cat=0 split_feature=124 156 42 split_gain=2.98732 3.14849 2.88849 threshold=-0.043384999999999993 0.091255000000000017 -0.088814999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011604580442042678 -7.7327262805731333e-05 -0.014471573002849927 0.01576233652871404 leaf_weight=1.9057962205260981 90.620623459682974 6.6944029252917963 8.1873315470293146 leaf_count=25 2078 202 180 internal_value=0 -0.00108302 0.0105243 internal_weight=0 97.315 10.0931 internal_count=2485 2280 205 is_linear=0 shrinkage=0.0204111 Tree=5012 num_leaves=4 num_cat=0 split_feature=15 39 1456 split_gain=4.15145 3.65283 2.93585 threshold=0.095330000000000012 0.088655000000000012 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1392818646173411e-05 -0.00044926435874030694 0.00034362336874822069 -0.0003982749097039104 leaf_weight=96.906421976935235 5.421327709540491 1.0327011966146527 2.6336818749914519 leaf_count=1976 295 15 180 internal_value=0 -0.000318699 9.85402e-06 internal_weight=0 6.45403 99.5401 internal_count=2466 310 2156 is_linear=0 shrinkage=0.000400217 Tree=5013 num_leaves=4 num_cat=0 split_feature=15 13 3 split_gain=3.51635 4.87653 3.54421 threshold=0.082725000000000007 -0.24588999999999997 -0.10628499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0068679803778260995 0.031193955726577061 -0.016761496467365685 -0.0022386541819836513 leaf_weight=24.075893106957665 0.87124221411067893 9.3670617080788343 67.356843188041239 leaf_count=233 6 861 1359 internal_value=0 -0.0123874 0.000164755 internal_weight=0 10.2383 91.4327 internal_count=2459 867 1592 is_linear=0 shrinkage=0.0204111 Tree=5014 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=2.71533 3.48392 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022042506927992127 -0.0004206638001459219 -0.02594134083734494 leaf_weight=2.0640341416001311 97.142126021310105 2.168998468638164 leaf_count=9 2341 80 internal_value=0 -0.00100663 internal_weight=0 99.3111 internal_count=2430 2421 is_linear=0 shrinkage=0.0204111 Tree=5015 num_leaves=3 num_cat=0 split_feature=15 402 split_gain=3.04979 2.97609 threshold=-0.46714499999999998 0.088090000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037335238616179571 1.7779258102066003e-05 -0.00032824647234573916 leaf_weight=3.5957121673563952 99.167377442230645 4.035642292983538 leaf_count=91 2109 235 internal_value=0 3.90722e-06 internal_weight=0 103.203 internal_count=2435 2344 is_linear=0 shrinkage=0.000400217 Tree=5016 num_leaves=3 num_cat=0 split_feature=51 31 split_gain=3.1372 2.71019 threshold=-0.40274499999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042784104980804911 0.00043731768412241313 1.13815344256117e-05 leaf_weight=2.438853198560536 2.3386021292244541 101.87221412909275 leaf_count=104 67 2320 internal_value=0 2.13991e-05 internal_weight=0 104.211 internal_count=2491 2387 is_linear=0 shrinkage=0.000400217 Tree=5017 num_leaves=4 num_cat=0 split_feature=376 3 48 split_gain=3.44454 3.78267 0.410578 threshold=0.048375000000000008 -0.10919499999999999 0.082225000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001166062673641965 0.00018149872370773953 -6.0285300720311631e-05 0.00037843811632643805 leaf_weight=26.033071763449698 4.8526652024593195 74.547026780681335 2.9347930834628642 leaf_count=298 67 2064 59 internal_value=0 -1.44218e-05 0.00026003 internal_weight=0 100.58 7.78746 internal_count=2488 2362 126 is_linear=0 shrinkage=0.000400217 Tree=5018 num_leaves=4 num_cat=0 split_feature=43 4 0 split_gain=5.43311 4.74972 4.30329 threshold=0.075600000000000014 -0.080924999999999983 -0.10674499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.454613138379512e-05 0.00045387738536063657 -9.9855826163962134e-06 -9.8875543147578703e-05 leaf_weight=42.291545544314431 7.7759342408098746 6.3996475043822993 49.769892646771041 leaf_count=392 48 209 1821 internal_value=0 0.000246027 -1.92146e-05 internal_weight=0 14.1756 92.0614 internal_count=2470 257 2213 is_linear=0 shrinkage=0.000400217 Tree=5019 num_leaves=3 num_cat=0 split_feature=31 39 split_gain=3.08332 2.69888 threshold=-1.0000000180025095e-35 -0.046074999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043420110474594228 -0.00043626319728056812 -6.2810724717389199e-06 leaf_weight=2.3801023379783137 2.2824354475014834 99.736348864491447 leaf_count=78 39 2347 internal_value=0 -1.63687e-05 internal_weight=0 102.019 internal_count=2464 2386 is_linear=0 shrinkage=0.000400217 Tree=5020 num_leaves=4 num_cat=0 split_feature=160 43 15 split_gain=3.0479 2.6711 0.122745 threshold=-0.40446999999999994 -0.063379999999999978 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0062136986951091561 0.0044915972640664952 -0.0024231445055795564 -0.022728252510004796 leaf_weight=0.31304435996571589 36.525924907269655 63.694793758782907 2.4606014521632451 leaf_count=15 990 1284 184 internal_value=0 9.91666e-05 -0.0211778 internal_weight=0 100.221 2.77365 internal_count=2473 2274 199 is_linear=0 shrinkage=0.0204111 Tree=5021 num_leaves=3 num_cat=0 split_feature=1373 151 split_gain=3.46103 3.36629 threshold=0.099250000000000019 -0.52082499999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046200476493600545 -0.00052520898447438557 5.0943264360944712e-05 leaf_weight=1.9792704099527316 1.6471695234067727 103.76040856000327 leaf_count=42 19 2407 internal_value=0 4.08632e-05 internal_weight=0 105.74 internal_count=2468 2449 is_linear=0 shrinkage=0.000400217 Tree=5022 num_leaves=4 num_cat=0 split_feature=14 11 49 split_gain=3.85031 3.41834 1.16893 threshold=0.076175000000000007 0.080455000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2401919395159659e-05 -0.00081510100877076888 -0.00025760069802693364 -0.00020908403026782227 leaf_weight=94.241872171391151 1.0323379534529524 7.4299225914292029 1.1084635738661734 leaf_count=2251 15 117 64 internal_value=0 1.67916e-06 -0.000527305 internal_weight=0 101.672 2.1408 internal_count=2447 2368 79 is_linear=0 shrinkage=0.000400217 Tree=5023 num_leaves=3 num_cat=0 split_feature=1373 474 split_gain=3.33 3.01051 threshold=0.089210000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00050042149315858561 -0.00050882115364219978 3.6238947778181527e-05 leaf_weight=1.5905288598733012 1.7764258444076393 102.05839687566913 leaf_count=99 30 2314 internal_value=0 2.74726e-05 internal_weight=0 103.649 internal_count=2443 2413 is_linear=0 shrinkage=0.000400217 Tree=5024 num_leaves=4 num_cat=0 split_feature=159 124 159 split_gain=3.15805 3.6846 3.21184 threshold=-0.032739999999999991 0.51890000000000014 0.10908500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033789351251243334 5.35139344512577e-05 0.00046300644032082436 -0.00028495904947376969 leaf_weight=6.5492993208463295 95.397544996187207 0.96778228878974903 4.6016306146484558 leaf_count=322 1998 2 152 internal_value=0 -0.0002295 3.76372e-05 internal_weight=0 7.51708 99.9992 internal_count=2474 324 2150 is_linear=0 shrinkage=0.000400217 Tree=5025 num_leaves=3 num_cat=0 split_feature=1456 43 split_gain=3.27041 3.21394 threshold=-1.0000000180025095e-35 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021007901123946508 0.0068259296276342541 -0.00075899451008632488 leaf_weight=2.5504583203655775 35.785392245990806 66.128496165641991 leaf_count=216 837 1359 internal_value=0 0.0019089 internal_weight=0 101.914 internal_count=2412 2196 is_linear=0 shrinkage=0.0204111 Tree=5026 num_leaves=4 num_cat=0 split_feature=481 133 159 split_gain=3.01185 3.0601 0.643612 threshold=-0.039559999999999991 -0.39935999999999994 -0.089714999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.42038045601306e-05 -0.00047319545290488226 6.2319398285283156e-05 -0.00045741033663555586 leaf_weight=0.69080934993689913 1.6274718907297927 101.9180662476283 2.1730046787415622 leaf_count=44 127 2054 184 internal_value=0 5.34004e-05 -0.000355057 internal_weight=0 103.546 2.86381 internal_count=2409 2181 228 is_linear=0 shrinkage=0.000400217 Tree=5027 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=2.85783 3.03673 threshold=-1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022190786086091291 -0.0012688375698192375 0.01428746198629023 leaf_weight=2.2683746624097685 97.027581034759351 5.4133712749462566 leaf_count=73 2271 104 internal_value=0 -0.000432082 internal_weight=0 102.441 internal_count=2448 2375 is_linear=0 shrinkage=0.0204111 Tree=5028 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=2.94789 3.8659 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.9894368441731965e-06 0.00029586567868926508 -0.00049657794443070183 leaf_weight=100.72315823286772 4.9310367009602478 2.5173501587705678 leaf_count=2342 58 29 internal_value=0 -1.7501e-05 internal_weight=0 103.241 internal_count=2429 2371 is_linear=0 shrinkage=0.000400217 Tree=5029 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=3.39565 3.20721 threshold=-0.28286499999999998 -0.099594999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022186155591533821 0.019061950538427162 0.00046255546210273327 leaf_weight=2.5440620975277843 3.9074949478381305 99.057841135800118 leaf_count=54 28 2347 internal_value=0 0.00118833 internal_weight=0 102.965 internal_count=2429 2375 is_linear=0 shrinkage=0.0204111 Tree=5030 num_leaves=4 num_cat=0 split_feature=457 13 12 split_gain=3.74662 3.48111 2.46768 threshold=-0.0046349999999999994 -0.5356749999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0083438218375866558 -0.022476006206690009 0.0023599942530948066 -0.016823587109580016 leaf_weight=1.9806712139397857 2.301439562404993 91.905306144246424 7.6126736437145137 leaf_count=19 28 2250 178 internal_value=0 0.0017273 -0.0115911 internal_weight=0 94.2067 9.59334 internal_count=2475 2278 197 is_linear=0 shrinkage=0.0204111 Tree=5031 num_leaves=4 num_cat=0 split_feature=52 52 16 split_gain=3.0799 4.70828 3.6974 threshold=-0.047889999999999995 -0.0064899999999999992 0.26746000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012868592807040204 -0.00035809714328813601 -2.9969715660186102e-05 -0.00020134940788688529 leaf_weight=31.777024787457776 7.8847764696765799 56.668678892834578 6.4505624822049858 leaf_count=489 195 1468 250 internal_value=0 -7.0599e-05 7.257e-05 internal_weight=0 64.5535 38.2276 internal_count=2402 1663 739 is_linear=0 shrinkage=0.000400217 Tree=5032 num_leaves=3 num_cat=0 split_feature=2 131 split_gain=3.00367 3.22864 threshold=0.16826500000000003 0.08956500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00023097230452460011 0.020254284610870376 -0.013777383900812821 leaf_weight=89.701820823807793 2.6479749001446171 7.8707156898599342 leaf_count=2050 64 321 internal_value=0 -0.00133824 internal_weight=0 97.5725 internal_count=2435 2371 is_linear=0 shrinkage=0.0204111 Tree=5033 num_leaves=4 num_cat=0 split_feature=15 13 13 split_gain=4.05299 5.21026 3.81147 threshold=0.084050000000000014 -0.24588999999999997 0.27266500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011128934834343789 0.030046632022282506 -0.019347541394387002 -0.023270772323588537 leaf_weight=90.178885051631369 0.89970397553406645 7.9260373159704596 2.6401760607259339 leaf_count=1599 8 817 28 internal_value=0 -0.0139989 0.000392114 internal_weight=0 8.82574 92.8191 internal_count=2452 825 1627 is_linear=0 shrinkage=0.0204111 Tree=5034 num_leaves=3 num_cat=0 split_feature=39 31 split_gain=2.86849 2.86998 threshold=0.16946000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022146047765566175 0.023268440421461398 -0.0010983313499527574 leaf_weight=2.1519366090069516 2.0346327195875338 98.383218261617003 leaf_count=70 21 2382 internal_value=0 -0.000576706 internal_weight=0 100.535 internal_count=2473 2452 is_linear=0 shrinkage=0.0204111 Tree=5035 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=3.00274 4.52721 4.07505 threshold=-0.069494999999999987 -0.00051499999999999994 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026905023262146469 -0.00034439006466068634 5.2329564725113531e-06 0.00015394548917293911 leaf_weight=3.9664362125477046 6.4621884151420081 60.728888020261365 35.149507752037607 leaf_count=106 511 902 956 internal_value=0 -2.89095e-05 0.000110407 internal_weight=0 67.1911 39.1159 internal_count=2475 1413 1062 is_linear=0 shrinkage=0.000400217 Tree=5036 num_leaves=4 num_cat=0 split_feature=43 3 8 split_gain=3.47522 4.27942 4.04212 threshold=-0.063379999999999978 -0.077724999999999975 0.08573500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002207939575005148 -0.0048489932367126133 0.011324147750857239 0.021043812078416994 leaf_weight=21.262140969527536 60.115367710983264 17.801843842913513 2.5117247253656378 leaf_count=747 1339 367 32 internal_value=0 0.00397351 -0.00377483 internal_weight=0 39.064 62.6271 internal_count=2485 1114 1371 is_linear=0 shrinkage=0.0204111 Tree=5037 num_leaves=3 num_cat=0 split_feature=33 12 split_gain=3.15929 3.17006 threshold=-1.0000000180025095e-35 0.09864500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021430998609523272 0.0031033343087511311 -0.0080491464995819436 leaf_weight=2.3849454072769722 91.074548150209012 11.909568048125946 leaf_count=25 2078 374 internal_value=0 0.00180627 internal_weight=0 102.984 internal_count=2477 2452 is_linear=0 shrinkage=0.0204111 Tree=5038 num_leaves=4 num_cat=0 split_feature=52 159 15 split_gain=3.71583 2.83881 0.46809 threshold=-0.40306999999999998 0.12664000000000003 -0.092919999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020212508577142549 0.0030125273707054187 -0.021543227721586247 -0.020984409229084094 leaf_weight=0.4991592358273923 102.28325100640359 1.8889668238698494 3.1329084399258127 leaf_count=21 2146 73 233 internal_value=0 0.0025446 -0.0181538 internal_weight=0 104.172 3.63207 internal_count=2473 2219 254 is_linear=0 shrinkage=0.0204111 Tree=5039 num_leaves=3 num_cat=0 split_feature=0 3 split_gain=3.4097 3.0874 threshold=0.37339500000000009 -0.59414999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.072512637577945613 -0.028038378778301173 0.00088692629641077159 leaf_weight=0.12735229730605979 1.6357061751186837 101.51091175624606 leaf_count=1 12 2468 internal_value=0 0.000715264 internal_weight=0 101.638 internal_count=2481 2469 is_linear=0 shrinkage=0.0204111 Tree=5040 num_leaves=4 num_cat=0 split_feature=3 1 42 split_gain=4.02212 4.21771 3.48423 threshold=-0.12077499999999998 0.10423500000000001 0.077855000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024839061402338972 -0.00013147592553818769 5.8630531611173654e-05 -6.6094910533307126e-05 leaf_weight=14.593674307005132 49.336796495801536 29.97046328621218 9.0929444716311973 leaf_count=169 1777 436 94 internal_value=0 -5.96527e-05 0.000127921 internal_weight=0 79.3073 23.6866 internal_count=2476 2213 263 is_linear=0 shrinkage=0.000400217 Tree=5041 num_leaves=4 num_cat=0 split_feature=158 155 1 split_gain=3.53701 3.43008 3.27893 threshold=0.084765000000000021 0.090695000000000012 0.10098000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9376817828711209e-05 -0.00046290038333701846 -0.0004343735044623464 9.6547467758300622e-05 leaf_weight=96.892778195651772 4.3691738756460827 2.2947375347430343 2.6294200613920111 leaf_count=2078 188 135 84 internal_value=0 3.77079e-05 -0.000254501 internal_weight=0 99.1875 6.99859 internal_count=2485 2213 272 is_linear=0 shrinkage=0.000400217 Tree=5042 num_leaves=4 num_cat=0 split_feature=0 4 48 split_gain=4.62555 3.99437 3.13644 threshold=0.053930000000000006 -0.49367499999999992 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051753136308648633 -0.00012672773376574029 0.00032710110451552758 -2.8866619795268136e-05 leaf_weight=2.0452827885746947 4.2739726663567117 10.7895988849923 86.106791789119598 leaf_count=27 79 89 2266 internal_value=0 0.000198352 -4.08466e-05 internal_weight=0 15.0636 88.1521 internal_count=2461 168 2293 is_linear=0 shrinkage=0.000400217 Tree=5043 num_leaves=4 num_cat=0 split_feature=1 14 16 split_gain=3.26681 3.92518 1.34891 threshold=0.13662500000000002 0.076175000000000007 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6373699313849111e-06 0.00045301689825636316 -0.00053321967815807433 8.2913804433740551e-05 leaf_weight=101.16933270813024 3.4404209038766567 2.1005807775654821 2.9461629630532107 leaf_count=2259 88 80 45 internal_value=0 -5.88898e-06 0.000286657 internal_weight=0 103.27 6.38658 internal_count=2472 2339 133 is_linear=0 shrinkage=0.000400217 Tree=5044 num_leaves=4 num_cat=0 split_feature=484 133 40 split_gain=4.17914 4.17179 2.60224 threshold=-0.0068949999999999992 0.10637000000000002 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.009988744072962354 0.0026284126080166194 -0.018949678519126135 -0.020283234124756664 leaf_weight=1.4082727697677908 92.869587120141659 3.7777107015281208 5.7589670675733933 leaf_count=15 1781 288 372 internal_value=0 0.00176402 -0.014273 internal_weight=0 96.6473 7.16724 internal_count=2456 2069 387 is_linear=0 shrinkage=0.0204111 Tree=5045 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.13879 9.62677 4.218 threshold=-0.074664999999999995 -0.10161999999999997 -0.021954999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4165576500379343e-05 0.00024696313985607892 -0.00029609154895658582 -8.304898515866018e-06 leaf_weight=47.213762696555932 18.07264442716405 17.004780480390764 24.105215153191239 leaf_count=483 368 1247 397 internal_value=0 -3.89349e-05 0.000101438 internal_weight=0 64.2185 42.1779 internal_count=2495 1730 765 is_linear=0 shrinkage=0.000400217 Tree=5046 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.04717 6.21803 5.06257 threshold=-0.10674499999999999 -0.075434999999999988 -0.015319999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.663889082624022e-06 -0.00023667126107864109 3.3286554885799628e-05 0.00028350902148637804 leaf_weight=32.532319046993507 20.20949017557723 41.662036605877802 13.700787316251079 leaf_count=316 1284 764 126 internal_value=0 -5.51597e-05 8.0508e-05 internal_weight=0 61.8715 46.2331 internal_count=2490 2048 442 is_linear=0 shrinkage=0.000400217 Tree=5047 num_leaves=4 num_cat=0 split_feature=52 4 150 split_gain=4.58852 3.0765 2.05652 threshold=0.18897000000000003 -0.49367499999999992 -0.047864999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013514103066361144 0.011312393910907834 0.0019335966907903317 -0.022146670843663042 leaf_weight=5.5823613519314668 0.82717093266546715 94.667844460491324 5.0578506639722027 leaf_count=121 7 2099 258 internal_value=0 0.00105929 -0.0173204 internal_weight=0 100.25 5.88502 internal_count=2485 2220 265 is_linear=0 shrinkage=0.0204111 Tree=5048 num_leaves=4 num_cat=0 split_feature=3 3 133 split_gain=3.11266 4.16072 2.80872 threshold=-0.10115999999999999 -0.077724999999999975 0.025280000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018368453008696701 -0.00022569593105293127 1.8774893014650403e-05 -0.00014497974923960113 leaf_weight=24.804388325297626 13.317812985449562 65.632422946873703 4.9135182967875144 leaf_count=264 1105 1029 89 internal_value=0 -2.27252e-05 0.000129003 internal_weight=0 78.9502 29.7179 internal_count=2487 2134 353 is_linear=0 shrinkage=0.000400217 Tree=5049 num_leaves=4 num_cat=0 split_feature=480 156 2 split_gain=2.98984 3.1455 0.623277 threshold=0.084710000000000021 0.091255000000000017 0.11665000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029558103791525706 -0.022396486002380873 -0.011340193276107309 -0.00063879162413818774 leaf_weight=97.015284853776393 2.4718965841311724 6.7557897038350339 0.7048436781624331 leaf_count=2093 169 211 21 internal_value=0 0.00201388 -0.0177551 internal_weight=0 103.771 3.17674 internal_count=2494 2304 190 is_linear=0 shrinkage=0.0204111 Tree=5050 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=3.29175 3.49181 threshold=-0.094929999999999987 0.09864500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023568154869052383 0.0015494436626039532 -0.0094917351708875605 leaf_weight=2.3938162089325479 91.052661445690319 13.618371368429505 leaf_count=42 2064 382 internal_value=0 0.000104308 internal_weight=0 104.671 internal_count=2488 2446 is_linear=0 shrinkage=0.0204111 Tree=5051 num_leaves=3 num_cat=0 split_feature=376 45 split_gain=4.28932 2.98259 threshold=0.088470000000000007 -0.080359999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.02196043418209246 0.020060545598021663 -0.002400213528693827 leaf_weight=2.0289893224835387 3.7478725555702104 96.463406583003234 leaf_count=9 52 2375 internal_value=0 -0.00187401 internal_weight=0 98.4924 internal_count=2436 2384 is_linear=0 shrinkage=0.0204111 Tree=5052 num_leaves=4 num_cat=0 split_feature=403 456 1 split_gain=3.79743 3.01399 1.8246 threshold=-1.0000000180025095e-35 0.084065000000000015 0.11174500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018212735739990639 0.0016747676113781996 -0.014339902286565957 0.011310538645635953 leaf_weight=6.3896282050845903 89.777011216523533 5.0663346390938377 0.93015447165817011 leaf_count=575 1694 154 23 internal_value=0 0.000803397 -0.0143472 internal_weight=0 94.8433 7.31978 internal_count=2446 1848 598 is_linear=0 shrinkage=0.0204111 Tree=5053 num_leaves=4 num_cat=0 split_feature=3 1375 11 split_gain=4.00051 4.23515 4.0379 threshold=-0.10628499999999998 -0.43429999999999996 0.089270000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010949174956610854 -0.036555143785821288 -0.0012119736736115397 -0.0090438755707839113 leaf_weight=22.286183629243173 1.3284375800285477 73.673704387758335 5.0922860805658265 leaf_count=235 9 2140 79 internal_value=0 -0.00189153 0.00720886 internal_weight=0 75.0021 27.3785 internal_count=2463 2149 314 is_linear=0 shrinkage=0.0204111 Tree=5054 num_leaves=4 num_cat=0 split_feature=52 14 12 split_gain=3.51094 2.79011 2.05368 threshold=-0.24526499999999998 0.076175000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001394486996578092 3.083154519693079e-05 -0.00041417296950629451 -0.00041832655890978868 leaf_weight=1.3037531711161134 97.348829623369966 2.1985300936503327 4.5877318034908958 leaf_count=14 2149 68 265 internal_value=0 2.05492e-05 -0.000294595 internal_weight=0 99.5474 5.89148 internal_count=2496 2217 279 is_linear=0 shrinkage=0.000400217 Tree=5055 num_leaves=4 num_cat=0 split_feature=41 2 2 split_gain=3.78195 2.92781 1.75534 threshold=0.07831500000000001 -0.58149499999999998 0.10731 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001339025461267499 -0.00043646283728670469 3.3445099819418474e-05 -3.2721687919334561e-05 leaf_weight=0.13765600323676963 4.1026808712631455 101.69505483155081 2.9526043289806694 leaf_count=1 80 2316 40 internal_value=0 3.01212e-05 -0.00027065 internal_weight=0 101.833 7.05529 internal_count=2437 2317 120 is_linear=0 shrinkage=0.000400217 Tree=5056 num_leaves=4 num_cat=0 split_feature=52 160 15 split_gain=3.09607 3.17173 0.473779 threshold=-0.40306999999999998 -0.40446999999999994 -0.092919999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.8226920795826525e-06 -0.00040951411231611532 2.7335152881597581e-05 -0.00040921316609616635 leaf_weight=0.53306552761932868 2.620586890843696 103.37749309401988 3.1457752439455353 leaf_count=19 187 2056 242 internal_value=0 1.61142e-05 -0.00035198 internal_weight=0 105.998 3.67884 internal_count=2504 2243 261 is_linear=0 shrinkage=0.000400217 Tree=5057 num_leaves=3 num_cat=0 split_feature=150 39 split_gain=3.67664 2.89254 threshold=-0.22665999999999997 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019041684579686354 -0.0015721369407078643 0.023252341872987223 leaf_weight=3.8178536705672732 98.766914451669436 1.8831751053221513 leaf_count=22 2439 18 internal_value=0 -0.00108235 internal_weight=0 100.65 internal_count=2479 2457 is_linear=0 shrinkage=0.0204111 Tree=5058 num_leaves=4 num_cat=0 split_feature=160 1 15 split_gain=3.18057 2.86027 0.0853563 threshold=-0.25833999999999996 0.13849500000000003 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0082987501568224827 -5.3096070099680619e-05 0.01510802365741838 -0.022449530745912213 leaf_weight=0.38188654364785213 95.832931137876585 5.368600507877999 2.4075821410588096 leaf_count=17 2153 108 191 internal_value=0 0.000766988 -0.0209073 internal_weight=0 101.202 2.78947 internal_count=2469 2261 208 is_linear=0 shrinkage=0.0204111 Tree=5059 num_leaves=4 num_cat=0 split_feature=43 43 11 split_gain=3.94446 5.04356 4.78298 threshold=-0.063379999999999978 -0.00051499999999999994 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013690975645669229 -0.00038806630607802188 -2.1546444920459023e-05 -0.00041272853204270043 leaf_weight=37.875984924794466 6.5331638477218794 63.457117004712927 2.6096361735544624 leaf_count=1079 466 904 29 internal_value=0 -5.6324e-05 0.00010044 internal_weight=0 69.9903 40.4856 internal_count=2478 1370 1108 is_linear=0 shrinkage=0.000400217 Tree=5060 num_leaves=4 num_cat=0 split_feature=403 13 0 split_gain=2.45881 2.87882 0.201606 threshold=0.090880000000000016 0.10979500000000002 -0.13409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5853186000649497e-05 -0.0031606731847801479 0.01018118202037153 -0.020378636353038413 leaf_weight=88.887001332783257 0.3729657142539512 13.0828494548914 2.2891976491009691 leaf_count=2116 15 137 188 internal_value=0 0.00128473 -0.0181914 internal_weight=0 101.97 2.66216 internal_count=2456 2253 203 is_linear=0 shrinkage=0.0204111 Tree=5061 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=2.82612 4.59795 3.36955 threshold=0.094405000000000003 0.084050000000000014 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017763165511368935 0.0067276823270979889 -0.022802766831998274 -0.0045886373355919965 leaf_weight=47.423704043394537 33.900701044447487 4.6595116420503464 16.081429179612314 leaf_count=1008 535 743 197 internal_value=0 -0.00370228 0.00308461 internal_weight=0 52.0832 49.9821 internal_count=2483 1751 732 is_linear=0 shrinkage=0.0204111 Tree=5062 num_leaves=4 num_cat=0 split_feature=483 42 4 split_gain=3.12594 3.40261 3.05119 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.51388000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001496645923611954 -0.00039259086750964269 6.9964253115195249e-05 0.00036698426975557828 leaf_weight=12.9286291966564 4.722885848445002 84.686765621569066 0.93437508225906629 leaf_count=634 251 1509 42 internal_value=0 4.07375e-05 -0.000262449 internal_weight=0 97.6154 5.65726 internal_count=2436 2143 293 is_linear=0 shrinkage=0.000400217 Tree=5063 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=4.07694 3.60859 1.90391 threshold=0.12337000000000002 0.12212000000000002 -0.16195999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3900647174792382e-05 0.00049516008406041913 -0.00054497044551824858 0.0001200406061253857 leaf_weight=85.412321548697946 2.7923631095909505 2.0717795230884795 9.0082138370489684 leaf_count=2137 34 60 188 internal_value=0 -3.69213e-05 0.000212625 internal_weight=0 87.4841 11.8006 internal_count=2419 2197 222 is_linear=0 shrinkage=0.000400217 Tree=5064 num_leaves=3 num_cat=0 split_feature=9 13 split_gain=2.77612 2.80475 threshold=-0.036024999999999995 0.10979500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043050480096616423 -3.5449775343520804e-05 0.00015341833322400733 leaf_weight=2.2429029345512381 89.520315162437328 14.541422854992559 leaf_count=71 2239 171 internal_value=0 -8.92111e-06 internal_weight=0 104.062 internal_count=2481 2410 is_linear=0 shrinkage=0.000400217 Tree=5065 num_leaves=3 num_cat=0 split_feature=1365 11 split_gain=3.25216 3.43494 threshold=0.084635000000000016 0.081365000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.0164391003913847e-05 -0.00049153500049009644 -0.00021076911142325132 leaf_weight=96.936558250687085 1.8503869773703616 8.704333804198539 leaf_count=2294 43 148 internal_value=0 2.84643e-05 internal_weight=0 105.641 internal_count=2485 2442 is_linear=0 shrinkage=0.000400217 Tree=5066 num_leaves=4 num_cat=0 split_feature=47 1 0 split_gain=4.44669 8.31517 4.97713 threshold=0.092530000000000015 0.12419000000000001 -0.10674499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0086925751040852345 -0.017609545699552007 0.010962319595331336 -0.0012646172677189837 leaf_weight=36.872875778492016 12.347498299262954 6.3429472113493821 48.075021141346951 leaf_count=371 210 58 1809 internal_value=0 -0.00790562 0.0030632 internal_weight=0 18.6904 84.9479 internal_count=2448 268 2180 is_linear=0 shrinkage=0.0204111 Tree=5067 num_leaves=4 num_cat=0 split_feature=0 4 457 split_gain=3.96806 5.52292 1.78815 threshold=-0.23046999999999998 0.27626000000000001 0.082380000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030113045494505435 -0.0035907658169902525 0.010941515641951718 0.018590184896153307 leaf_weight=6.2587391446577367 78.308639473929361 12.542875520593951 6.0111756585538387 leaf_count=51 2149 229 34 internal_value=0 -0.00157345 0.0107427 internal_weight=0 90.8515 12.2699 internal_count=2463 2378 85 is_linear=0 shrinkage=0.0204111 Tree=5068 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=4.38793 10.4306 5.56365 threshold=-0.075434999999999988 1.0000000180025095e-35 0.082495000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044241649604398768 0.00015244047573455914 -9.0610833693413277e-06 -0.00019619201286740021 leaf_weight=10.780656907641967 34.41399345897662 48.570188333556871 9.2058420699322578 leaf_count=979 665 705 115 internal_value=0 -8.84618e-05 7.85486e-05 internal_weight=0 59.3508 43.6198 internal_count=2464 1684 780 is_linear=0 shrinkage=0.000400217 Tree=5069 num_leaves=3 num_cat=0 split_feature=33 453 split_gain=3.06419 3.08757 threshold=-1.0000000180025095e-35 0.10071000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041016554842747177 2.9996411629236602e-05 -0.00046147613335918676 leaf_weight=2.6051383935846379 103.35511328867142 1.9770021382719267 leaf_count=29 2448 17 internal_value=0 2.02916e-05 internal_weight=0 105.332 internal_count=2494 2465 is_linear=0 shrinkage=0.000400217 Tree=5070 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=2.90859 3.53207 1.65626 threshold=-0.10939499999999998 0.085095000000000018 0.099610000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020675447710130699 -4.9648163901993956e-05 0.0001770660352987686 -9.1286307426965835e-05 leaf_weight=15.963166122935947 78.542857541469857 12.686752656445604 3.5996580515638916 leaf_count=200 2049 227 32 internal_value=0 -1.7942e-05 0.000151706 internal_weight=0 91.2296 19.5628 internal_count=2508 2276 232 is_linear=0 shrinkage=0.000400217 Tree=5071 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=2.63704 4.15189 threshold=0.16946000000000003 -0.108275 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004207807473608003 0.00045178055862511751 5.6822404758176426e-06 leaf_weight=3.681473469521733 1.90949007263407 101.28725128575024 leaf_count=147 17 2316 internal_value=0 -9.70713e-06 internal_weight=0 104.969 internal_count=2480 2463 is_linear=0 shrinkage=0.000400217 Tree=5072 num_leaves=4 num_cat=0 split_feature=2 133 49 split_gain=3.29914 3.29232 0.284632 threshold=0.14753000000000002 0.099280000000000021 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056467560369458352 0.019587782897712021 -0.017403529272435127 0.0081754364241702557 leaf_weight=95.068836810591165 3.0571430985582984 4.9853017637651638 1.6274503980530424 leaf_count=1995 86 355 26 internal_value=0 -0.00142221 0.0159065 internal_weight=0 100.054 4.68459 internal_count=2462 2350 112 is_linear=0 shrinkage=0.0204111 Tree=5073 num_leaves=4 num_cat=0 split_feature=42 43 376 split_gain=4.05934 3.26032 2.72933 threshold=-1.0000000180025095e-35 -0.51412499999999983 0.091135000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028609644482535738 0.00041570258716910023 2.0480147833061504e-05 0.00018035233167451286 leaf_weight=10.810059042705687 3.3643470113165668 87.852934798960632 2.3813396729528895 leaf_count=666 18 1782 10 internal_value=0 3.55488e-05 -0.000201083 internal_weight=0 91.2173 13.1914 internal_count=2476 1800 676 is_linear=0 shrinkage=0.000400217 Tree=5074 num_leaves=4 num_cat=0 split_feature=2 46 1 split_gain=2.92917 3.65806 0.47719 threshold=0.14753000000000002 0.084955000000000017 0.12419000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5806417104332189e-06 0.00011667852545567166 -0.00054229409793759621 0.00038109565632155642 leaf_weight=95.313871396996547 1.8059096442302678 1.9585772794671346 3.2930755987763405 leaf_count=2321 35 30 78 internal_value=0 -1.60185e-05 0.000291966 internal_weight=0 97.2724 5.09899 internal_count=2464 2351 113 is_linear=0 shrinkage=0.000400217 Tree=5075 num_leaves=3 num_cat=0 split_feature=1456 11 split_gain=3.7056 3.00739 threshold=-1.0000000180025095e-35 0.088215000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021242642331052747 0.0025866092684601535 -0.013629514835987767 leaf_weight=2.8917597472100161 94.245240346514038 4.9075083176503531 leaf_count=232 2143 77 internal_value=0 0.00176953 internal_weight=0 99.1527 internal_count=2452 2220 is_linear=0 shrinkage=0.0204111 Tree=5076 num_leaves=3 num_cat=0 split_feature=1456 45 split_gain=3.30517 2.73878 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021248870495235172 0.021614002453527875 -0.00029836738656032667 leaf_weight=2.9620621454014318 2.324658873374573 95.97218792969943 leaf_count=226 20 2204 internal_value=0 0.000243849 internal_weight=0 98.2968 internal_count=2450 2224 is_linear=0 shrinkage=0.0204111 Tree=5077 num_leaves=4 num_cat=0 split_feature=0 1 47 split_gain=4.61337 8.89737 2.8112 threshold=-0.018054999999999998 1.0000000180025095e-35 0.085270000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034211679481936723 4.8186911833324425e-05 -9.4035247515973924e-06 0.00036594821189138904 leaf_weight=15.959873483967383 20.542879328713756 64.736781698098639 5.6002407260239115 leaf_count=1234 271 951 29 internal_value=0 -7.55891e-05 0.000117526 internal_weight=0 80.6967 26.1431 internal_count=2485 2185 300 is_linear=0 shrinkage=0.000400217 Tree=5078 num_leaves=4 num_cat=0 split_feature=376 1 2 split_gain=3.22677 3.85243 1.02511 threshold=1.0000000180025095e-35 0.13662500000000002 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9559180820686045e-05 5.5032256109410458e-05 0.00028944546314916034 0.00033753109783105512 leaf_weight=94.256310512435448 3.5012793904752453 5.5822445688536382 5.0593936133664101 leaf_count=2271 62 117 67 internal_value=0 -3.03015e-05 0.000224192 internal_weight=0 99.8386 8.56067 internal_count=2517 2388 129 is_linear=0 shrinkage=0.000400217 Tree=5079 num_leaves=4 num_cat=0 split_feature=14 376 48 split_gain=3.06964 2.94313 0.581299 threshold=0.076175000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.808616168791189e-05 -0.030947580020068248 0.013596437869823045 -0.010079385012055816 leaf_weight=98.737935465498595 1.2502749625127765 7.0868821654003105 1.2094847527114314 leaf_count=2273 16 138 69 internal_value=0 0.000996798 -0.0215721 internal_weight=0 105.825 2.45976 internal_count=2496 2411 85 is_linear=0 shrinkage=0.0204111 Tree=5080 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=4.03031 4.90619 2.13368 threshold=0.11588000000000001 -0.12077499999999998 -0.06421499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011948310138865182 0.00029216139967386549 -9.5373724494914904e-05 2.4498698024215341e-05 leaf_weight=22.776439245659276 9.7089895218086912 66.377824816408975 9.3192409424809721 leaf_count=239 176 1895 144 internal_value=0 -4.04028e-05 0.000161981 internal_weight=0 89.1543 19.0282 internal_count=2454 2134 320 is_linear=0 shrinkage=0.000400217 Tree=5081 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=3.06535 4.84867 4.50944 threshold=0.27626000000000001 -0.23078999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015414977113562555 -0.01645272268509437 -0.0022421381776671213 0.013703126969551923 leaf_weight=6.9235141393728545 2.3540191464126101 81.860784980199242 13.007374345674178 leaf_count=41 17 2166 253 internal_value=0 -0.000847532 0.00899635 internal_weight=0 88.7843 15.3614 internal_count=2477 2207 270 is_linear=0 shrinkage=0.0204111 Tree=5082 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.0279 3.78314 threshold=-0.28286499999999998 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041684123563974539 -5.3230212732710032e-06 0.00028004490535332791 leaf_weight=2.5340369230252682 96.531520496813755 7.9502544213537467 leaf_count=57 2278 141 internal_value=0 1.66678e-05 internal_weight=0 104.482 internal_count=2476 2419 is_linear=0 shrinkage=0.000400217 Tree=5083 num_leaves=4 num_cat=0 split_feature=4 159 1 split_gain=2.65068 4.09502 0.64612 threshold=0.42642000000000008 0.10506000000000001 0.11790000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014095963545750852 0.0064485373663701771 -0.02143422483357128 0.019403348787486802 leaf_weight=93.475769605596724 3.8990256967954329 3.8086616559303357 2.8404116578749381 leaf_count=2153 40 149 132 internal_value=0 -0.000998268 0.0121364 internal_weight=0 97.2844 6.73944 internal_count=2474 2302 172 is_linear=0 shrinkage=0.0204111 Tree=5084 num_leaves=4 num_cat=0 split_feature=4 2 160 split_gain=3.60714 4.04642 3.43793 threshold=-0.49367499999999992 0.086705000000000018 -0.40446999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029434894954309774 -0.00041051721315489879 -0.00050319570345857515 5.2821634614030191e-05 leaf_weight=1.2906578187830735 2.5229800027009324 3.8293473119847476 97.790406592939689 leaf_count=19 181 96 2181 internal_value=0 -0.000300153 4.07235e-05 internal_weight=0 5.12001 100.313 internal_count=2477 115 2362 is_linear=0 shrinkage=0.000400217 Tree=5085 num_leaves=3 num_cat=0 split_feature=33 8 split_gain=2.97338 3.65286 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040915120037889144 -9.4257046587582317e-07 0.00039706357650796476 leaf_weight=2.6191480080597094 98.550689400770352 3.725393683416768 leaf_count=30 2426 47 internal_value=0 1.39731e-05 internal_weight=0 102.276 internal_count=2503 2473 is_linear=0 shrinkage=0.000400217 Tree=5086 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=2.91094 3.90859 threshold=0.16946000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022684826106589474 0.00044951986376113971 5.8156753113879292e-06 leaf_weight=13.174869713526276 2.007581314072012 89.217767151429143 leaf_count=676 21 1768 internal_value=0 -2.43363e-05 internal_weight=0 102.393 internal_count=2465 2444 is_linear=0 shrinkage=0.000400217 Tree=5087 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=3.71197 6.31224 5.19224 threshold=-0.12077499999999998 -0.077724999999999975 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027219054978211833 -0.0002510228975223158 1.9123228227282088e-05 -0.00010685094542218598 leaf_weight=16.088310667371847 17.515190821628494 64.662266988307238 8.93023303853988 leaf_count=130 1200 1007 140 internal_value=0 -3.87186e-05 0.00013702 internal_weight=0 82.1775 25.0185 internal_count=2477 2207 270 is_linear=0 shrinkage=0.000400217 Tree=5088 num_leaves=4 num_cat=0 split_feature=456 1456 15 split_gain=2.76566 3.70975 1.50816 threshold=0.087485000000000021 1.0000000180025095e-35 -0.059434999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013126297335735388 -0.004818527584050227 -0.022079931468055362 -0.029089616206027572 leaf_weight=98.616868502096622 2.423086189548485 2.7956664913945124 1.8730655856779765 leaf_count=2161 51 193 75 internal_value=0 0.000644121 -0.0158705 internal_weight=0 101.413 4.29615 internal_count=2480 2354 126 is_linear=0 shrinkage=0.0204111 Tree=5089 num_leaves=4 num_cat=0 split_feature=13 42 43 split_gain=3.51653 4.05309 3.22388 threshold=0.11184000000000001 -0.108275 -0.21368999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020998493950434113 -0.011377784624158345 0.01468194831863232 -0.0019983564520776919 leaf_weight=2.506710985209792 3.0417976561002424 11.9658581179101 84.443185981879651 leaf_count=25 57 116 2276 internal_value=0 0.00935494 -0.00130922 internal_weight=0 15.0077 86.9499 internal_count=2474 173 2301 is_linear=0 shrinkage=0.0204111 Tree=5090 num_leaves=4 num_cat=0 split_feature=474 160 0 split_gain=3.2939 3.11959 0.229965 threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.07081999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00079608839524393743 -0.00040704074116095179 3.3951144437502737e-05 -0.00037202415940650545 leaf_weight=0.48753028377541341 2.5232797852731883 103.17915386595269 0.97854764200746902 leaf_count=42 184 2204 61 internal_value=0 2.30044e-05 -0.000559522 internal_weight=0 105.702 1.46608 internal_count=2491 2388 103 is_linear=0 shrinkage=0.000400217 Tree=5091 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=3.83619 6.12956 3.13767 threshold=-0.074309999999999973 1.0000000180025095e-35 -0.073314999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033651728148440701 0.00020987201667370525 -1.7300872166138996e-05 -1.3802830788379995e-05 leaf_weight=11.882804324748575 16.87176750418439 49.044697108256514 24.557764557415794 leaf_count=968 277 707 465 internal_value=0 -8.00613e-05 7.76067e-05 internal_weight=0 60.9275 41.4295 internal_count=2417 1675 742 is_linear=0 shrinkage=0.000400217 Tree=5092 num_leaves=4 num_cat=0 split_feature=474 41 16 split_gain=3.31767 3.33799 0.218608 threshold=-1.0000000180025095e-35 0.083035000000000012 0.067045000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00078746674415542035 4.212760896255568e-05 -0.00029433636778030667 -0.00037153618579544094 leaf_weight=0.49596707680029684 98.997592479347077 4.8478914664592585 0.97717382473638281 leaf_count=26 2292 83 71 internal_value=0 2.61201e-05 -0.000557302 internal_weight=0 103.845 1.47314 internal_count=2472 2375 97 is_linear=0 shrinkage=0.000400217 Tree=5093 num_leaves=4 num_cat=0 split_feature=43 49 42 split_gain=3.01161 6.58215 4.2798 threshold=-0.063379999999999978 -0.083094999999999988 -0.097204999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013074025286283339 -0.02138210378468847 -1.4824336418607872e-05 0.0076020826098710022 leaf_weight=4.6628957009888827 6.5725645121710832 59.191225764079718 33.273047394293826 leaf_count=118 72 1280 985 internal_value=0 -0.00218303 0.00502968 internal_weight=0 65.7638 37.9359 internal_count=2455 1352 1103 is_linear=0 shrinkage=0.0204111 Tree=5094 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=3.99602 5.26761 4.3659 threshold=0.080930000000000016 -0.084024999999999975 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0073682325524616e-05 -0.0001561584684507468 -0.00012019247509069143 0.00028366345880105208 leaf_weight=28.265503600268858 4.9876482812687781 58.222237789421342 12.476637920306528 leaf_count=681 85 1606 121 internal_value=0 -5.14467e-05 0.00015786 internal_weight=0 86.4877 17.4643 internal_count=2493 2287 206 is_linear=0 shrinkage=0.000400217 Tree=5095 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=3.24916 3.27595 0.102776 threshold=-0.40446999999999994 0.090880000000000016 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015273622147004296 4.4256339437054491e-05 -0.00038713384040784635 -0.00044042532105081716 leaf_weight=0.38836441270541433 103.44691609561414 2.7872315879503722 2.272758698265533 leaf_count=13 2070 198 168 internal_value=0 3.25424e-05 -0.000406302 internal_weight=0 106.234 2.66112 internal_count=2449 2268 181 is_linear=0 shrinkage=0.000400217 Tree=5096 num_leaves=4 num_cat=0 split_feature=42 1 49 split_gain=2.69641 6.86526 3.59829 threshold=0.088915000000000008 0.12258000000000001 -0.085949999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0087534993263379771 -0.01137803348851091 0.018529702369936486 0.0045231755508083754 leaf_weight=9.4721538125013449 15.667473461566262 3.9038507225923231 75.851587768542231 leaf_count=118 637 77 1659 internal_value=0 -0.00534093 0.00303973 internal_weight=0 19.5713 85.3237 internal_count=2491 714 1777 is_linear=0 shrinkage=0.0204111 Tree=5097 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=3.3498 3.58811 2.08952 threshold=-0.10939499999999998 0.040165000000000006 -0.14203999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010413572049166084 1.4067327711640357e-05 -0.00015435128821798653 0.00021012984660949841 leaf_weight=4.3904217425733831 50.30039298273914 33.79789267268643 13.929511582682606 leaf_count=69 539 1695 164 internal_value=0 -5.37329e-05 0.00013464 internal_weight=0 84.0983 18.3199 internal_count=2467 2234 233 is_linear=0 shrinkage=0.000400217 Tree=5098 num_leaves=4 num_cat=0 split_feature=483 42 42 split_gain=2.94713 2.72767 0.518477 threshold=0.096460000000000018 -0.40186499999999997 0.088915000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056807439640237014 -0.00047339257911282578 3.1802957996633219e-05 -8.9074788755129524e-05 leaf_weight=1.1163611494121131 2.1282408007682529 106.24753991011676 0.83138116661575612 leaf_count=8 72 2336 82 internal_value=0 2.49802e-05 -0.000372617 internal_weight=0 107.364 2.95962 internal_count=2498 2344 154 is_linear=0 shrinkage=0.000400217 Tree=5099 num_leaves=4 num_cat=0 split_feature=43 11 43 split_gain=2.93554 4.78304 4.56325 threshold=-0.063379999999999978 0.081005000000000008 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014174246247941022 -0.00035422371019905573 -0.00036229124392203946 2.3885607806066292e-06 leaf_weight=38.977607016997354 6.2524408057724932 3.1612300041597328 59.272826728665677 leaf_count=1070 466 42 873 internal_value=0 0.00010307 -3.21857e-05 internal_weight=0 42.1388 65.5253 internal_count=2451 1112 1339 is_linear=0 shrinkage=0.000400217 Tree=5100 num_leaves=3 num_cat=0 split_feature=39 12 split_gain=2.47898 3.54403 threshold=0.16946000000000003 0.11610500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9906353438263654e-05 0.00044972171937164086 -0.00039158339628655189 leaf_weight=101.64016623369389 1.9476887122727919 3.3548043634509659 leaf_count=2346 20 103 internal_value=0 6.35527e-06 internal_weight=0 104.995 internal_count=2469 2449 is_linear=0 shrinkage=0.000400217 Tree=5101 num_leaves=4 num_cat=0 split_feature=2 1429 11 split_gain=2.95876 3.90283 3.25698 threshold=0.097940000000000013 0.084545000000000009 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3992124359654807e-05 0.00010689465761776796 0.00022879466750151659 -0.0002933564373545767 leaf_weight=55.113411558828375 41.576141575824295 6.6238810563518191 3.4251074387575491 leaf_count=1599 690 110 59 internal_value=0 -5.90084e-05 7.57785e-05 internal_weight=0 61.7373 45.0012 internal_count=2458 1709 749 is_linear=0 shrinkage=0.000400217 Tree=5102 num_leaves=4 num_cat=0 split_feature=13 156 2 split_gain=3.58467 3.22702 1.04431 threshold=-0.24588999999999997 0.091255000000000017 0.098240000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017714415046162072 0.00012375654153408243 -0.014945643520679916 0.017253794012176187 leaf_weight=2.6012350586533994 88.094826924840163 6.2347154925955683 6.1129661454469897 leaf_count=35 2125 201 95 internal_value=0 -0.000888795 0.0127133 internal_weight=0 94.3295 8.7142 internal_count=2456 2326 130 is_linear=0 shrinkage=0.0204111 Tree=5103 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=3.46121 3.07501 threshold=0.30863500000000005 0.50609000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021696983382846306 0.020352786042705399 0.01714061669106379 leaf_weight=93.871857111269492 3.0145605961442916 3.4546548011712721 leaf_count=2289 98 92 internal_value=0 -0.00146536 internal_weight=0 97.3265 internal_count=2479 2381 is_linear=0 shrinkage=0.0204111 Tree=5104 num_leaves=4 num_cat=0 split_feature=43 16 43 split_gain=4.83144 4.38667 3.00111 threshold=0.084965000000000013 0.0042650000000000006 0.077520000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.776865754905155e-07 -0.00051617172975728189 7.1307152897618923e-05 0.00042143086621732458 leaf_weight=94.264660281987744 5.3718873567413521 3.1988425236486364 2.6838834983063853 leaf_count=2216 203 42 11 internal_value=0 -0.000298816 1.27984e-05 internal_weight=0 8.57073 96.9485 internal_count=2472 245 2227 is_linear=0 shrinkage=0.000400217 Tree=5105 num_leaves=4 num_cat=0 split_feature=3 0 11 split_gain=3.48888 4.54155 3.53579 threshold=-0.12077499999999998 -0.10674499999999999 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013425681979959088 0.0037252388504800541 -0.0059537338124819447 -0.0036796469581840043 leaf_weight=15.572954493400177 40.76763062766986 39.811478758223529 7.3546476930277995 leaf_count=134 369 1828 123 internal_value=0 -0.00105845 0.00794747 internal_weight=0 80.5791 22.9276 internal_count=2454 2197 257 is_linear=0 shrinkage=0.0204111 Tree=5106 num_leaves=4 num_cat=0 split_feature=0 43 3 split_gain=2.83327 4.42173 2.72515 threshold=-0.23058999999999999 -0.063549999999999982 0.10223 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037738020974474731 7.686161504468827e-05 -0.00010228077154784332 -1.26775458146815e-05 leaf_weight=5.6282570269540866 37.3956447931414 53.522183632718225 5.7215446205809712 leaf_count=33 1107 1280 44 internal_value=0 -2.85933e-05 0.000182545 internal_weight=0 90.9178 11.3498 internal_count=2464 2387 77 is_linear=0 shrinkage=0.000400217 Tree=5107 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=3.85618 8.46156 4.01079 threshold=1.0000000180025095e-35 0.10812000000000001 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012893209680021354 0.0049603810843407 0.014003093583829241 -0.0059874219520372664 leaf_weight=21.688183500460585 52.183813717572775 6.1760783968493334 18.904367366165388 leaf_count=1245 908 20 238 internal_value=0 -0.00689949 0.00204421 internal_weight=0 27.8643 71.0882 internal_count=2411 1265 1146 is_linear=0 shrinkage=0.0204111 Tree=5108 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=2.82632 3.64685 threshold=0.16946000000000003 0.13148500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0006718786050294728 0.022982105119208819 -0.019469153787401178 leaf_weight=91.673967162088957 1.8846558162476856 4.4001420832646536 leaf_count=2415 19 49 internal_value=0 -0.00155445 internal_weight=0 96.0741 internal_count=2483 2464 is_linear=0 shrinkage=0.0204111 Tree=5109 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.63141 3.61896 threshold=-0.40274499999999996 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042411326925771893 5.0429286397506133e-06 0.00032155537790959664 leaf_weight=2.0320376638046573 97.429463571337692 6.0398495898989486 leaf_count=91 2230 113 internal_value=0 2.38464e-05 internal_weight=0 103.469 internal_count=2434 2343 is_linear=0 shrinkage=0.000400217 Tree=5110 num_leaves=3 num_cat=0 split_feature=0 150 split_gain=3.29557 3.84389 threshold=-0.23078999999999997 -0.22665999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00021539109736744546 0.00041113783621944401 -3.1962322473650312e-05 leaf_weight=10.664444021298548 3.1293768770992747 96.431761162239127 leaf_count=74 19 2407 internal_value=0 -1.75887e-05 internal_weight=0 99.5611 internal_count=2500 2426 is_linear=0 shrinkage=0.000400217 Tree=5111 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=3.41639 5.09672 3.09171 threshold=0.097940000000000013 -0.23025999999999999 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022123938898080744 0.00036046978970947531 -0.00010802345956112684 4.3819324588281039e-05 leaf_weight=8.6687726582167652 5.5207352766592512 52.945958368822176 40.491495733564079 leaf_count=41 64 1683 704 internal_value=0 -6.13811e-05 8.25952e-05 internal_weight=0 61.6147 46.0122 internal_count=2492 1724 768 is_linear=0 shrinkage=0.000400217 Tree=5112 num_leaves=4 num_cat=0 split_feature=4 0 49 split_gain=3.53693 4.64415 3.32368 threshold=0.27626000000000001 -0.061684999999999997 0.27570000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050338430597021578 0.012321942592154403 0.0048356419580328708 -0.013079854913422092 leaf_weight=52.870540007599629 14.983661086531358 31.669471786532085 2.4075527228415003 leaf_count=1831 264 386 16 internal_value=0 -0.00133514 0.00874427 internal_weight=0 84.54 17.3912 internal_count=2497 2217 280 is_linear=0 shrinkage=0.0204111 Tree=5113 num_leaves=4 num_cat=0 split_feature=43 16 15 split_gain=3.27342 3.36395 0.373215 threshold=0.25619500000000001 0.41833000000000004 -0.14803999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059953495601573054 -0.0066686432178315221 -0.018893736580232363 -0.027273342416050738 leaf_weight=90.471464051151997 0.55087787646334652 3.7327698377630432 1.9741163715516439 leaf_count=2142 21 169 129 internal_value=0 -0.000194384 -0.023252 internal_weight=0 94.2042 2.52499 internal_count=2461 2311 150 is_linear=0 shrinkage=0.0204111 Tree=5114 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.69851 4.53182 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039141768991615239 0.00051438596953864589 1.3873656655135861e-05 leaf_weight=2.4015500122332005 2.8716376879310692 100.81716401347512 leaf_count=27 32 2371 internal_value=0 2.82751e-05 internal_weight=0 103.689 internal_count=2430 2403 is_linear=0 shrinkage=0.000400217 Tree=5115 num_leaves=3 num_cat=0 split_feature=160 484 split_gain=3.45558 3.37016 threshold=-0.40446999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022481741625373641 -0.01200803600089991 0.0019525658433988968 leaf_weight=2.5996416646084972 7.6993412316951426 92.62150456814561 leaf_count=194 405 1875 internal_value=0 0.000868936 internal_weight=0 100.321 internal_count=2474 2280 is_linear=0 shrinkage=0.0204111 Tree=5116 num_leaves=4 num_cat=0 split_feature=43 15 2 split_gain=3.20596 4.7587 2.75764 threshold=0.095890000000000017 0.084050000000000014 0.092855000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024190092441198885 -0.0083103699809890484 -0.016037029162456671 0.017182688866729152 leaf_weight=88.620014369211276 2.2431076420252776 8.0586620154572284 7.3321752016563551 leaf_count=1515 113 730 115 internal_value=0 -0.00113201 0.0111837 internal_weight=0 96.6787 9.57528 internal_count=2473 2245 228 is_linear=0 shrinkage=0.0204111 Tree=5117 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=6.34538 7.84224 3.35974 threshold=-0.074434999999999987 -0.09583499999999999 -0.53870999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.697315699178124e-05 -0.0007458304736836155 -0.00036763984481295181 0.00012433849139216477 leaf_weight=47.00440710404655 0.61300803022459049 12.943806681978456 41.220819523558021 leaf_count=560 11 1149 742 internal_value=0 -9.32321e-05 0.000109631 internal_weight=0 59.9482 41.8338 internal_count=2462 1709 753 is_linear=0 shrinkage=0.000400217 Tree=5118 num_leaves=3 num_cat=0 split_feature=31 160 split_gain=3.09255 2.70176 threshold=-1.0000000180025095e-35 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043394684189094362 -0.00040706638802752519 -1.2376874082065177e-05 leaf_weight=2.3124145557812872 2.7459494520808212 99.702273960559978 leaf_count=71 199 2205 internal_value=0 -2.33887e-05 internal_weight=0 102.448 internal_count=2475 2404 is_linear=0 shrinkage=0.000400217 Tree=5119 num_leaves=4 num_cat=0 split_feature=43 42 157 split_gain=3.54629 4.2852 4.05882 threshold=-0.074459999999999985 -0.108275 -0.076494999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013369659858224402 0.010000721651428608 0.0082061248683125247 -0.0042100081527678013 leaf_weight=4.2366475438830085 9.6959869150887226 32.931119236527593 57.252997568088176 leaf_count=98 125 861 1366 internal_value=0 0.00571399 -0.00213866 internal_weight=0 37.1678 66.949 internal_count=2450 959 1491 is_linear=0 shrinkage=0.0204111 Tree=5120 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=3.16944 3.23988 threshold=0.30863500000000005 0.0063750000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.7273539624598048e-05 0.00039884077652075506 6.3929026978089891e-05 leaf_weight=55.149157218133041 3.004005162336397 49.091702039528172 leaf_count=1772 97 654 internal_value=0 -1.07777e-05 internal_weight=0 104.241 internal_count=2523 2426 is_linear=0 shrinkage=0.000400217 Tree=5121 num_leaves=3 num_cat=0 split_feature=16 1429 split_gain=3.04589 2.94949 threshold=-0.55433999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.037003405175875685 -0.023215433816415314 0.00083592446332887856 leaf_weight=0.80654058698564668 2.0578759372438062 100.96932038685918 leaf_count=26 124 2303 internal_value=0 0.000330839 internal_weight=0 103.027 internal_count=2453 2427 is_linear=0 shrinkage=0.0204111 Tree=5122 num_leaves=4 num_cat=0 split_feature=41 16 2 split_gain=2.87913 3.66157 3.04899 threshold=0.075585000000000013 -0.53221499999999988 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.069275894416361339 0.010236351151159758 -0.019574409584122088 0.0025261747071314506 leaf_weight=0.13518480956554313 2.3994811910670251 5.4489465961523811 93.815820942858409 leaf_count=1 22 110 2313 internal_value=0 -0.0104446 0.00234052 internal_weight=0 7.84843 93.951 internal_count=2446 132 2314 is_linear=0 shrinkage=0.0204111 Tree=5123 num_leaves=3 num_cat=0 split_feature=8 38 split_gain=2.83429 4.06004 threshold=1.0000000180025095e-35 0.084835000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013636881312159086 0.017504138205932475 -0.022534314245990651 leaf_weight=98.144335199576744 4.2205022019334129 2.9418568613473317 leaf_count=2380 52 43 internal_value=0 0.000644035 internal_weight=0 101.086 internal_count=2475 2423 is_linear=0 shrinkage=0.0204111 Tree=5124 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=2.85567 3.33493 threshold=-0.28286499999999998 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019015572254655885 -0.00019026137512775208 0.01329122464157608 leaf_weight=2.9632833061477859 89.587332919756591 8.245292070656431 leaf_count=62 2231 149 internal_value=0 0.000959848 internal_weight=0 97.8326 internal_count=2442 2380 is_linear=0 shrinkage=0.0204111 Tree=5125 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.91757 3.92959 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020459115610856695 0.044697732306449307 0.00017702484200828348 leaf_weight=2.7208497337560393 0.72079533175565202 101.12959767968277 leaf_count=237 2 2237 internal_value=0 0.000540836 internal_weight=0 101.85 internal_count=2476 2239 is_linear=0 shrinkage=0.0204111 Tree=5126 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=2.9343 3.67842 threshold=0.16946000000000003 -0.108275 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021441902003936239 0.022928138226381439 -0.0009374551527524175 leaf_weight=3.6792133372582603 1.941391848027705 94.959101814012683 leaf_count=142 22 2297 internal_value=0 -0.00172572 internal_weight=0 98.6383 internal_count=2461 2439 is_linear=0 shrinkage=0.0204111 Tree=5127 num_leaves=3 num_cat=0 split_feature=31 45 split_gain=2.65259 2.51502 threshold=-1.0000000180025095e-35 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022157130164368322 0.021789312203039108 -0.0010971639327042346 leaf_weight=2.0570875901612444 1.9285384640097607 101.89110885354603 leaf_count=66 9 2415 internal_value=0 -0.000649012 internal_weight=0 103.82 internal_count=2490 2424 is_linear=0 shrinkage=0.0204111 Tree=5128 num_leaves=4 num_cat=0 split_feature=147 3 448 split_gain=3.65126 3.62617 0.832175 threshold=0.089025000000000007 -0.53670499999999988 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025342948854969957 0.019531690814269025 -0.003212485435678202 0.0052796441590134222 leaf_weight=1.7809990816749621 3.4809507657773793 89.09746038087178 3.4679359723813823 leaf_count=11 53 2332 39 internal_value=0 -0.00262237 0.0126155 internal_weight=0 90.8785 6.94889 internal_count=2435 2343 92 is_linear=0 shrinkage=0.0204111 Tree=5129 num_leaves=4 num_cat=0 split_feature=13 12 43 split_gain=2.82175 4.67673 2.43848 threshold=0.10979500000000002 0.084045000000000022 0.081630000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1776072611931929e-05 8.9197391873925176e-05 -0.00012547329385428327 0.00047159568473813317 leaf_weight=57.276295240022591 11.493791045038959 33.923698028323997 3.3989235481712958 leaf_count=762 169 1536 11 internal_value=0 -7.9436e-06 0.000179339 internal_weight=0 91.2 14.8927 internal_count=2478 2298 180 is_linear=0 shrinkage=0.000400217 Tree=5130 num_leaves=4 num_cat=0 split_feature=2 159 16 split_gain=3.54494 3.83738 2.94232 threshold=0.097940000000000013 0.091005000000000016 0.15737500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010627783818983004 0.0076412412776729255 -0.019456666637579584 -0.0058271916729868865 leaf_weight=56.025677778474346 34.630801495470223 5.0502097546923315 8.301290901094033 leaf_count=1565 524 180 216 internal_value=0 -0.00261654 0.00502862 internal_weight=0 61.0759 42.9321 internal_count=2485 1745 740 is_linear=0 shrinkage=0.0204111 Tree=5131 num_leaves=3 num_cat=0 split_feature=14 15 split_gain=3.70616 3.52908 threshold=0.076175000000000007 -0.24269999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012871279578391194 -0.027933747883264536 -0.0010891292075868291 leaf_weight=8.1212963121361081 1.8958122229596472 89.993069735093741 leaf_count=192 75 2201 internal_value=0 7.97812e-05 internal_weight=0 98.1144 internal_count=2468 2393 is_linear=0 shrinkage=0.0204111 Tree=5132 num_leaves=3 num_cat=0 split_feature=0 3 split_gain=7.1426 3.30379 threshold=0.18562500000000001 -0.097754999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0072111853855954576 -0.034963055827192641 -0.0010844053484941568 leaf_weight=27.191040402532963 2.2239651763811699 74.702323467274255 leaf_count=364 22 2097 internal_value=0 0.00113482 internal_weight=0 101.893 internal_count=2483 2461 is_linear=0 shrinkage=0.0204111 Tree=5133 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=4.25595 3.79824 threshold=0.12879500000000002 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0061047798845416321 -0.016320892292683634 -0.0021652990242296069 leaf_weight=39.406160727899987 5.9893754350414374 55.715915227672667 leaf_count=400 68 1996 internal_value=0 0.00126389 internal_weight=0 95.1221 internal_count=2464 2396 is_linear=0 shrinkage=0.0204111 Tree=5134 num_leaves=4 num_cat=0 split_feature=130 1456 49 split_gain=3.19712 3.33294 0.780289 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.085284999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041515382565166827 0.0001392639963979758 3.9953986838005012e-05 -0.00043182563220079616 leaf_weight=2.5374390978977308 0.38423906918615136 95.363494461380469 2.9618817852096972 leaf_count=200 7 1930 313 internal_value=0 2.76975e-05 -0.000363861 internal_weight=0 97.9009 3.34612 internal_count=2450 2130 320 is_linear=0 shrinkage=0.000400217 Tree=5135 num_leaves=4 num_cat=0 split_feature=1429 133 1429 split_gain=2.67581 2.62943 0.519877 threshold=-1.0000000180025095e-35 0.14391000000000001 -0.072014999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025956123105730708 3.8277994660559727e-05 -0.00039217836854273244 -0.00074570728807693586 leaf_weight=1.1446267933060879 102.52906812415313 2.2130091332583097 0.57997720217099313 leaf_count=80 2115 251 33 internal_value=0 2.87742e-05 -0.000458545 internal_weight=0 104.742 1.7246 internal_count=2479 2366 113 is_linear=0 shrinkage=0.000400217 Tree=5136 num_leaves=4 num_cat=0 split_feature=131 1373 15 split_gain=3.96925 3.76077 2.48215 threshold=0.092225000000000015 0.099250000000000019 -0.18239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8090327033181374e-05 0.00033602901389545657 -0.00052635916209568866 -0.00042414918976084015 leaf_weight=96.867061290613492 0.72109049852588203 1.7489710386143986 4.5553607815527348 leaf_count=2191 36 19 210 internal_value=0 3.7317e-05 -0.000315438 internal_weight=0 98.616 5.27645 internal_count=2456 2210 246 is_linear=0 shrinkage=0.000400217 Tree=5137 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=4.46346 2.91648 threshold=-0.094929999999999987 0.099280000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043624095951344213 4.6603722457335629e-05 -0.00024252578754340763 leaf_weight=3.2881768688093862 96.30806396020489 5.8213062696231637 leaf_count=43 2021 377 internal_value=0 2.9876e-05 internal_weight=0 102.129 internal_count=2441 2398 is_linear=0 shrinkage=0.000400217 Tree=5138 num_leaves=4 num_cat=0 split_feature=457 13 0 split_gain=3.3734 4.32595 2.26092 threshold=0.094310000000000019 0.10979500000000002 -0.23078999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0040819126345390489 0.02215588985115257 0.008496850635252096 0.00042642677128445925 leaf_weight=75.386647444189293 4.0183537714183331 13.306858867814297 3.8671806907514101 leaf_count=2195 22 173 70 internal_value=0 -0.00218636 0.0116546 internal_weight=0 88.6935 7.88553 internal_count=2460 2368 92 is_linear=0 shrinkage=0.0204111 Tree=5139 num_leaves=4 num_cat=0 split_feature=0 151 48 split_gain=2.94397 5.36739 5.28379 threshold=-0.10566999999999999 0.084350000000000008 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060775345569632324 -0.0019875901286823994 -0.031458929530249646 -0.018363228051095037 leaf_weight=38.050505959341535 54.477777716543642 2.5915995991090304 3.9701811916020224 leaf_count=385 1958 57 31 internal_value=0 -0.0033849 0.00372567 internal_weight=0 57.0694 42.0207 internal_count=2431 2015 416 is_linear=0 shrinkage=0.0204111 Tree=5140 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=3.36723 2.76488 threshold=1.0000000180025095e-35 0.30863500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.9893837344079939e-05 -0.00045111553199578779 0.00039567624729067944 leaf_weight=99.161123977020907 2.7266735318116835 2.5204507596208705 leaf_count=2352 45 95 internal_value=0 -9.16892e-06 internal_weight=0 101.682 internal_count=2492 2447 is_linear=0 shrinkage=0.000400217 Tree=5141 num_leaves=4 num_cat=0 split_feature=12 52 457 split_gain=2.94742 5.03583 4.39403 threshold=0.084045000000000022 0.11379500000000002 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011678522983111075 -0.001606621988185385 -0.025638515028203541 0.0049724629242799178 leaf_weight=7.3713875519752028 35.825962739305396 3.9331314821974948 56.255244232757832 leaf_count=91 1344 276 747 internal_value=0 -0.00404928 0.00302626 internal_weight=0 39.7591 63.6266 internal_count=2458 1620 838 is_linear=0 shrinkage=0.0204111 Tree=5142 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=2.9755 2.96144 threshold=-1.0000000180025095e-35 0.16826500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004319049440613053 -2.7820695915991945e-05 0.00040566899136645337 leaf_weight=2.3104106094106092 99.736748635579715 2.4779661669163024 leaf_count=69 2313 54 internal_value=0 -1.68793e-05 internal_weight=0 102.215 internal_count=2436 2367 is_linear=0 shrinkage=0.000400217 Tree=5143 num_leaves=4 num_cat=0 split_feature=480 41 16 split_gain=3.33509 3.51657 0.18474 threshold=0.08598500000000002 0.08178500000000001 -0.15241499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002709521775945144 -0.0071051390926448231 -0.015159366955092502 -0.022847859393752577 leaf_weight=93.223017123513273 0.50592465838417444 4.7149051924352525 2.2826897534323498 leaf_count=2207 12 91 161 internal_value=0 0.00183295 -0.0203763 internal_weight=0 97.9379 2.78861 internal_count=2471 2298 173 is_linear=0 shrinkage=0.0204111 Tree=5144 num_leaves=4 num_cat=0 split_feature=376 151 2 split_gain=3.60737 3.73643 1.29783 threshold=0.048375000000000008 -0.28286499999999998 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000500547232105707 4.9556678530904835e-05 -2.398349597786166e-05 0.00037101202676594085 leaf_weight=2.6024686752643893 3.5073049189522845 90.94605241107638 4.7326640996034257 leaf_count=52 68 2286 71 internal_value=0 -3.78238e-05 0.000236685 internal_weight=0 93.5485 8.23997 internal_count=2477 2338 139 is_linear=0 shrinkage=0.000400217 Tree=5145 num_leaves=4 num_cat=0 split_feature=3 484 12 split_gain=3.17167 3.07822 1.40271 threshold=0.17646500000000004 -0.0068949999999999992 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022066880271710043 5.0048855923117815e-05 4.4815668354854151e-05 0.00046791500497531851 leaf_weight=7.4474673482909557 1.9689071088505441 93.825746421374788 3.7683959722926366 leaf_count=387 59 1966 62 internal_value=0 2.50702e-05 0.000328216 internal_weight=0 101.273 5.7373 internal_count=2474 2353 121 is_linear=0 shrinkage=0.000400217 Tree=5146 num_leaves=4 num_cat=0 split_feature=43 43 12 split_gain=2.73748 5.56873 3.63331 threshold=-0.063379999999999978 -0.00051499999999999994 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025501566898428332 -0.00037529806388394272 9.9497764980025963e-06 4.943669124225066e-06 leaf_weight=15.485341078194322 6.5407330006564726 62.148375258482702 23.082756883530237 leaf_count=236 475 916 860 internal_value=0 -2.72855e-05 0.000105797 internal_weight=0 68.6891 38.5681 internal_count=2487 1391 1096 is_linear=0 shrinkage=0.000400217 Tree=5147 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=3.41152 4.32141 1.49333 threshold=0.12337000000000002 0.11893500000000001 0.11296500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026595039364740958 0.01709739162948681 -0.026495873723347853 0.0030044253998523975 leaf_weight=86.087253598234383 6.3835346136766002 2.5869097469549152 6.1616156468226109 leaf_count=2164 129 48 101 internal_value=0 -0.00106361 0.0102634 internal_weight=0 88.6742 12.5452 internal_count=2442 2212 230 is_linear=0 shrinkage=0.0204111 Tree=5148 num_leaves=4 num_cat=0 split_feature=52 52 16 split_gain=3.4841 6.45913 4.58262 threshold=0.060835000000000007 0.084805000000000019 -0.26516999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0053717677969194293 0.033402923839033406 0.0019896871576361528 -0.0059983704051605486 leaf_weight=20.070289283205057 2.9726430489536169 23.676111360698997 55.039490231902164 leaf_count=240 73 790 1351 internal_value=0 0.0056189 -0.00295665 internal_weight=0 26.6488 75.1098 internal_count=2454 863 1591 is_linear=0 shrinkage=0.0204111 Tree=5149 num_leaves=3 num_cat=0 split_feature=1444 39 split_gain=2.78023 2.7933 threshold=-0.084274999999999989 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023369564651678401 -0.0030606309119690601 0.0061057650536945011 leaf_weight=1.794460532371885 82.080015647661639 16.549397728973418 leaf_count=28 2177 270 internal_value=0 -0.00151739 internal_weight=0 98.6294 internal_count=2475 2447 is_linear=0 shrinkage=0.0204111 Tree=5150 num_leaves=3 num_cat=0 split_feature=38 453 split_gain=2.97314 3.05795 threshold=0.10386000000000002 0.091330000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.23805664638307e-05 -0.00047514385221325756 -0.0004088592887128869 leaf_weight=104.28132153733895 1.6976701917446906 2.2432754235342136 leaf_count=2407 27 25 internal_value=0 4.22483e-05 internal_weight=0 106.525 internal_count=2459 2432 is_linear=0 shrinkage=0.000400217 Tree=5151 num_leaves=4 num_cat=0 split_feature=128 52 2 split_gain=3.12229 2.90306 0.303399 threshold=1.0000000180025095e-35 0.060835000000000007 0.098195000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015424098224817737 -0.024293321885465412 0.0064296285340174472 -0.0067347020993175754 leaf_weight=74.766852772889251 2.2122863825061354 25.403986172626901 0.62844893797591783 leaf_count=1502 147 809 32 internal_value=0 0.000484273 -0.0208116 internal_weight=0 100.171 2.84074 internal_count=2490 2311 179 is_linear=0 shrinkage=0.0204111 Tree=5152 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=3.23715 5.06281 3.33957 threshold=0.11332500000000002 -0.23078999999999997 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026672787617521828 -0.00036102695934328192 -4.7397836540028133e-05 0.00020491446064186043 leaf_weight=9.1625790608813968 1.7147062635049248 72.0543713506122 20.654563655407401 leaf_count=70 11 2036 362 internal_value=0 -1.1641e-05 0.00015995 internal_weight=0 81.217 22.3693 internal_count=2479 2106 373 is_linear=0 shrinkage=0.000400217 Tree=5153 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=3.24369 6.80312 3.77147 threshold=0.077765000000000015 -0.076929999999999985 -0.097454999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.004325391546594331 -0.024721276956010077 -0.015026507363414408 0.0033194560858945269 leaf_weight=14.933035277237652 1.9458008416695509 15.152744199280276 70.158479419944342 leaf_count=502 26 801 1138 internal_value=0 -0.0054408 0.00252559 internal_weight=0 30.0858 72.1043 internal_count=2467 1303 1164 is_linear=0 shrinkage=0.0204111 Tree=5154 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=4.32116 4.37577 2.808 threshold=0.10384000000000002 0.11430000000000003 -0.14813999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002501956903383974 -0.0040264237798672666 -0.021845640224757032 0.0083032325520553604 leaf_weight=59.278246163041331 10.849493519897804 5.2013905525454893 25.894926611450501 leaf_count=1648 100 294 451 internal_value=0 -0.00409752 0.00466149 internal_weight=0 64.4796 36.7444 internal_count=2493 1942 551 is_linear=0 shrinkage=0.0204111 Tree=5155 num_leaves=4 num_cat=0 split_feature=48 48 160 split_gain=2.72779 3.05873 3.0195 threshold=0.093265000000000015 0.12879500000000002 0.11182000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.2672943262496664e-05 0.00023987985107837135 -7.9971891450695783e-05 -0.00039934793044358891 leaf_weight=81.716428181272931 14.058362803538332 7.1649070887360713 3.2565115738398154 leaf_count=2094 200 70 112 internal_value=0 0.000132046 -2.79979e-05 internal_weight=0 21.2233 84.9729 internal_count=2476 270 2206 is_linear=0 shrinkage=0.000400217 Tree=5156 num_leaves=4 num_cat=0 split_feature=13 1 12 split_gain=3.87624 3.88751 1.23597 threshold=-0.24588999999999997 0.10423500000000001 0.095150000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0055116063449280129 -0.0043430761975482195 0.0042944708302563306 0.021030044376049901 leaf_weight=4.5244674134883081 57.685338601797412 34.658696029509883 4.1362452139146626 leaf_count=98 1907 436 18 internal_value=0 -0.00109994 0.0130968 internal_weight=0 92.344 8.66071 internal_count=2459 2343 116 is_linear=0 shrinkage=0.0204111 Tree=5157 num_leaves=3 num_cat=0 split_feature=48 130 split_gain=3.41451 3.4868 threshold=-0.097454999999999986 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024046694542638639 0.0015575990417117324 -0.02134027041723259 leaf_weight=2.2243866568896911 98.09287520248472 2.739227203099289 leaf_count=32 2119 324 internal_value=0 0.00091257 internal_weight=0 100.832 internal_count=2475 2443 is_linear=0 shrinkage=0.0204111 Tree=5158 num_leaves=3 num_cat=0 split_feature=16 16 split_gain=2.44157 3.46873 threshold=-0.55433999999999994 -0.54225499999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030125871641442585 0.019367348476773988 3.0097955289386369e-05 leaf_weight=0.96399306453531508 3.9088037535548201 99.557594889352913 leaf_count=25 40 2390 internal_value=0 0.000780776 internal_weight=0 103.466 internal_count=2455 2430 is_linear=0 shrinkage=0.0204111 Tree=5159 num_leaves=4 num_cat=0 split_feature=0 1 48 split_gain=4.44844 5.00819 3.53622 threshold=0.043560000000000008 0.079805000000000015 0.082225000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023118406356018582 5.9901828071219797e-05 6.5574473075834251e-06 0.0004502495307080861 leaf_weight=17.896354958073061 12.625110746710563 66.955286717355193 5.1823655283078542 leaf_count=1266 163 1008 30 internal_value=0 -4.3824e-05 0.000175605 internal_weight=0 84.8516 17.8075 internal_count=2467 2274 193 is_linear=0 shrinkage=0.000400217 Tree=5160 num_leaves=3 num_cat=0 split_feature=31 15 split_gain=2.75976 2.84458 threshold=-1.0000000180025095e-35 -0.0063699999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022085339902118892 -0.0036217735705948435 0.0033865191134841242 leaf_weight=2.1545235936646341 57.627685070568987 41.340158028040605 leaf_count=74 1236 1152 internal_value=0 -0.0006938 internal_weight=0 98.9678 internal_count=2462 2388 is_linear=0 shrinkage=0.0204111 Tree=5161 num_leaves=4 num_cat=0 split_feature=131 15 42 split_gain=4.49901 3.39584 2.64747 threshold=0.087705000000000019 0.095330000000000012 0.098225000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3753416674184316e-05 -0.00035846994047015898 -0.00025369871039032248 0.00023398746709161371 leaf_weight=92.074618901111535 6.9713133559562248 5.6236263772880184 1.3753936674911527 leaf_count=1870 337 246 27 internal_value=0 4.5211e-05 -0.000259038 internal_weight=0 97.6982 8.34671 internal_count=2480 2116 364 is_linear=0 shrinkage=0.000400217 Tree=5162 num_leaves=4 num_cat=0 split_feature=2 14 2 split_gain=3.87049 2.93827 0.160911 threshold=0.14753000000000002 0.076175000000000007 0.16826500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8089732438720696e-05 0.00023530025144452194 -0.00046923569155518885 0.00040818705613000447 leaf_weight=99.041597234354413 2.3149141207686617 2.2560430539888321 2.5458076722279657 leaf_count=2305 51 82 58 internal_value=0 -2.86444e-05 0.000333002 internal_weight=0 101.298 4.86072 internal_count=2496 2387 109 is_linear=0 shrinkage=0.000400217 Tree=5163 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.8283 5.03785 4.47808 threshold=0.098950000000000024 -0.16171499999999997 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0053422287920972221 0.0090524301582574768 -0.0077822151877600665 -0.0050205385631064709 leaf_weight=17.200301128556021 27.136401998286601 41.141128464420035 14.308541394246275 leaf_count=133 442 1703 198 internal_value=0 -0.00391003 0.00419341 internal_weight=0 58.3414 41.4449 internal_count=2476 1836 640 is_linear=0 shrinkage=0.0204111 Tree=5164 num_leaves=4 num_cat=0 split_feature=52 1 150 split_gain=3.29036 2.69113 1.89617 threshold=0.18635500000000002 0.13130500000000003 -0.047864999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076321914266166263 0.012548611657527731 0.01315065996664716 -0.017318722810762535 leaf_weight=87.999818912510818 0.96040939213708032 7.8578759863448786 5.7315158625860922 leaf_count=2018 8 183 271 internal_value=0 0.00179283 -0.0128963 internal_weight=0 95.8577 6.69193 internal_count=2480 2201 279 is_linear=0 shrinkage=0.0204111 Tree=5165 num_leaves=3 num_cat=0 split_feature=1374 38 split_gain=3.344 3.31407 threshold=-0.094929999999999987 0.084835000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019931062685852589 0.0014890759808041203 -0.020712402458316875 leaf_weight=3.2213973877951494 97.132452920872311 2.7723950422368935 leaf_count=42 2376 40 internal_value=0 0.000850479 internal_weight=0 99.9048 internal_count=2458 2416 is_linear=0 shrinkage=0.0204111 Tree=5166 num_leaves=3 num_cat=0 split_feature=1375 52 split_gain=3.45231 2.69635 threshold=-0.43150999999999995 -0.046989999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030850848685637689 0.0053490808324817077 -0.0017140683038338884 leaf_weight=1.3440347148571152 34.935004581529938 62.881504262652015 leaf_count=10 750 1723 internal_value=0 0.000811755 internal_weight=0 97.8165 internal_count=2483 2473 is_linear=0 shrinkage=0.0204111 Tree=5167 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.21171 4.19342 threshold=-0.15747999999999998 -0.079829999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036771713864860409 -0.00044489233125878246 -1.2104387377504131e-05 leaf_weight=3.273183304059784 3.6193421116622622 92.298445458400238 leaf_count=27 128 2297 internal_value=0 -2.89348e-05 internal_weight=0 95.9178 internal_count=2452 2425 is_linear=0 shrinkage=0.000400217 Tree=5168 num_leaves=4 num_cat=0 split_feature=124 39 123 split_gain=4.17815 3.80457 2.88744 threshold=-0.043384999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016660356858782871 -0.00065702342545854466 -2.8006792674561805e-05 0.00035098357074452583 leaf_weight=2.1533210295019654 1.4559223833493877 88.454836068201985 7.5688259941234719 leaf_count=42 15 2257 154 internal_value=0 -3.8997e-05 0.000235754 internal_weight=0 89.9108 9.72215 internal_count=2468 2272 196 is_linear=0 shrinkage=0.000400217 Tree=5169 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=3.07015 2.77349 threshold=-0.53670499999999988 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00049010484428838952 -0.00010989103785964112 3.6627340901050559e-05 leaf_weight=1.9495723834261287 28.276444545466802 76.232500354934018 leaf_count=13 1289 1198 internal_value=0 -3.09056e-06 internal_weight=0 104.509 internal_count=2500 2487 is_linear=0 shrinkage=0.000400217 Tree=5170 num_leaves=4 num_cat=0 split_feature=124 457 133 split_gain=3.91913 3.77767 1.91811 threshold=-0.043384999999999993 -0.15747999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0092751363590474548 0.019733761253353251 -0.0022440758777131607 0.015696505809459416 leaf_weight=1.4306487812573312 3.2708143009222104 88.763939593023679 8.4505998358945345 leaf_count=33 23 2253 175 internal_value=0 -0.00143998 0.0120176 internal_weight=0 92.0348 9.88125 internal_count=2484 2276 208 is_linear=0 shrinkage=0.0204111 Tree=5171 num_leaves=4 num_cat=0 split_feature=1 131 151 split_gain=3.75016 4.27034 2.47509 threshold=0.11588000000000001 0.088845000000000021 0.0031850000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.019539963164958e-06 0.00023066992361693266 -0.00035301820560459761 -0.00020854640494078855 leaf_weight=78.497446141896944 17.267461278126579 5.4778404327807939 2.242580310907214 leaf_count=1847 319 263 23 internal_value=0 -1.50354e-05 0.000179282 internal_weight=0 83.9753 19.51 internal_count=2452 2110 342 is_linear=0 shrinkage=0.000400217 Tree=5172 num_leaves=3 num_cat=0 split_feature=45 31 split_gain=2.51155 2.59313 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021602422550452659 0.022059313378598375 -0.00025068981144450492 leaf_weight=2.2338624531985252 2.1071716131409621 98.917304244343541 leaf_count=19 71 2387 internal_value=0 0.000238559 internal_weight=0 101.024 internal_count=2477 2458 is_linear=0 shrinkage=0.0204111 Tree=5173 num_leaves=4 num_cat=0 split_feature=457 1 49 split_gain=4.35075 4.51199 3.34177 threshold=0.080930000000000016 0.098950000000000024 -0.083949999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014654816460329563 -0.00020414876423046594 3.9642167946261977e-05 0.00023715454857039118 leaf_weight=43.616859379093512 3.2695147374179241 39.767982781835599 14.983669009583535 leaf_count=1691 50 585 159 internal_value=0 -5.7816e-05 0.000157345 internal_weight=0 83.3848 18.2532 internal_count=2485 2276 209 is_linear=0 shrinkage=0.000400217 Tree=5174 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=2.84702 6.45871 5.37515 threshold=0.055120000000000009 0.084805000000000019 0.13148500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9743140546338579e-06 0.000668813220352872 5.7297425612380711e-05 -0.00056211947504930158 leaf_weight=77.607674878134276 3.0198841203964575 23.963990308606299 2.7326242387644006 leaf_count=1596 88 805 30 internal_value=0 0.000128216 -2.17824e-05 internal_weight=0 26.9839 80.3403 internal_count=2519 893 1626 is_linear=0 shrinkage=0.000400217 Tree=5175 num_leaves=4 num_cat=0 split_feature=16 133 0 split_gain=3.35426 5.82582 4.31937 threshold=0.26746000000000009 -0.23060499999999998 0.15425000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016595530568812536 0.021658645308301559 -0.019705788563736865 -0.020644585385706262 leaf_weight=90.324984924765886 1.6451861434252348 7.5109277745505079 3.6561674564145497 leaf_count=2159 18 267 40 internal_value=0 -0.0121015 0.000768317 internal_weight=0 9.15611 93.9812 internal_count=2484 285 2199 is_linear=0 shrinkage=0.0204111 Tree=5176 num_leaves=4 num_cat=0 split_feature=42 1446 39 split_gain=2.70198 2.82141 1.27 threshold=0.11551500000000002 0.090050000000000005 0.11214000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015652528304585134 -0.025016507700796251 -0.022665987629865488 0.0051168077336155122 leaf_weight=98.860250837540661 2.3509985392738595 1.931513275951146 0.7191211498575284 leaf_count=2197 142 99 25 internal_value=0 0.00107626 -0.0180266 internal_weight=0 100.792 3.07012 internal_count=2463 2296 167 is_linear=0 shrinkage=0.0204111 Tree=5177 num_leaves=3 num_cat=0 split_feature=31 51 split_gain=2.6556 2.66831 threshold=-1.0000000180025095e-35 0.15177500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043238297901011303 2.431678391778519e-06 -0.00039803234985092746 leaf_weight=2.1255335764435577 98.213422846136382 2.6273598064944954 leaf_count=73 2373 68 internal_value=0 -8.43212e-06 internal_weight=0 100.841 internal_count=2514 2441 is_linear=0 shrinkage=0.000400217 Tree=5178 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.30976 5.12168 threshold=-0.15747999999999998 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019009016327630846 -0.022812800238900231 -0.00011225841608957266 leaf_weight=3.4119680072180918 4.2229271594260345 92.449234758169041 leaf_count=27 147 2289 internal_value=0 -0.00112913 internal_weight=0 96.6722 internal_count=2463 2436 is_linear=0 shrinkage=0.0204111 Tree=5179 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=2.87272 3.11285 threshold=-0.28286499999999998 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038028246656241459 -2.2364879373938516e-05 0.00011633687534553799 leaf_weight=2.5508933610835802 56.932801944683888 47.416355075198226 leaf_count=54 1699 723 internal_value=0 4.07185e-05 internal_weight=0 104.349 internal_count=2476 2422 is_linear=0 shrinkage=0.000400217 Tree=5180 num_leaves=4 num_cat=0 split_feature=2 43 150 split_gain=3.74018 4.88603 3.42872 threshold=0.097940000000000013 -0.51412499999999983 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036663559025011363 1.2303811784696932e-05 -0.00011482857420804471 0.00028547916498719236 leaf_weight=3.4918623364064834 35.425212042988278 54.212043339837692 9.180878430255687 leaf_count=31 607 1709 133 internal_value=0 -8.50399e-05 6.91031e-05 internal_weight=0 57.7039 44.6061 internal_count=2480 1740 740 is_linear=0 shrinkage=0.000400217 Tree=5181 num_leaves=4 num_cat=0 split_feature=1 40 16 split_gain=2.53428 3.57466 1.91713 threshold=0.11588000000000001 -0.11720499999999999 -0.06421499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061227802010161412 0.00024686877534711395 -2.0631527671841425e-05 -5.3559253960153297e-06 leaf_weight=1.5567112592980255 10.140456633846044 83.494878775381949 9.1124060638830979 leaf_count=17 190 2120 139 internal_value=0 -3.22513e-05 0.00012815 internal_weight=0 85.0516 19.2529 internal_count=2466 2137 329 is_linear=0 shrinkage=0.000400217 Tree=5182 num_leaves=4 num_cat=0 split_feature=484 376 13 split_gain=3.55449 3.78332 2.75375 threshold=0.084930000000000019 0.048375000000000008 -0.057284999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018840851517636691 -0.006164154499911958 0.013989644447852712 0.01602760728140859 leaf_weight=79.270909095757816 2.9773943798281826 6.6786126850056453 9.8148722702389914 leaf_count=2073 169 111 102 internal_value=0 -0.000634038 0.0108538 internal_weight=0 85.9495 12.7923 internal_count=2455 2184 271 is_linear=0 shrinkage=0.0204111 Tree=5183 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=2.60246 2.75249 threshold=0.10386000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002444510234693607 -0.00037911332277869444 1.5975493671726422e-05 leaf_weight=9.1792220629286003 2.3571736479643723 93.05490716798522 leaf_count=193 32 2280 internal_value=0 3.67345e-05 internal_weight=0 102.234 internal_count=2505 2473 is_linear=0 shrinkage=0.000400217 Tree=5184 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=2.90495 4.45821 3.29382 threshold=-0.063379999999999978 -0.00051499999999999994 -0.40186499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028354308498815657 -0.018538124931746832 -0.00056628603788247585 0.0057628348558697723 leaf_weight=1.1070654698414717 6.2664325824371181 58.502126824008883 37.802063562434341 leaf_count=7 476 886 1122 internal_value=0 -0.00233407 0.00471354 internal_weight=0 64.7686 38.9091 internal_count=2491 1362 1129 is_linear=0 shrinkage=0.0204111 Tree=5185 num_leaves=4 num_cat=0 split_feature=12 4 0 split_gain=3.53217 3.81804 3.077 threshold=0.092355000000000007 -0.0016099999999999997 -0.10298499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010412151227002191 7.7718270638745793e-05 -6.93331127927025e-05 -0.00025884464149185426 leaf_weight=43.573706732793653 6.0875352350922212 37.908916666056029 14.769782113675317 leaf_count=1155 61 578 661 internal_value=0 2.34392e-05 -0.000160723 internal_weight=0 81.4826 20.8573 internal_count=2455 1733 722 is_linear=0 shrinkage=0.000400217 Tree=5186 num_leaves=4 num_cat=0 split_feature=12 13 12 split_gain=3.22427 3.71025 1.00398 threshold=0.11610500000000001 0.10979500000000002 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024851343881880688 -0.029561218114560833 0.011410315253196645 -0.008565959199104729 leaf_weight=84.584085378752206 1.5179370689293126 13.025279585097449 2.6087617258672253 leaf_count=2185 51 139 71 internal_value=0 0.00131857 -0.0168656 internal_weight=0 97.6094 4.1267 internal_count=2446 2324 122 is_linear=0 shrinkage=0.0204111 Tree=5187 num_leaves=4 num_cat=0 split_feature=160 33 15 split_gain=3.00047 3.00449 0.0912491 threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.10753999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015783260902807946 -0.00042307309111949568 3.7102834600957048e-05 -0.00043804275908097389 leaf_weight=0.38739084347616914 2.2128821006044737 101.68918458442204 2.1577954418753498 leaf_count=15 27 2276 175 internal_value=0 2.68572e-05 -0.000403841 internal_weight=0 103.902 2.54519 internal_count=2493 2303 190 is_linear=0 shrinkage=0.000400217 Tree=5188 num_leaves=4 num_cat=0 split_feature=1 2 16 split_gain=3.628 4.2405 3.21414 threshold=0.11588000000000001 0.079755000000000006 -0.06421499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021622813469604222 0.00031604500165121518 1.1357604309324791e-05 -1.1990491227475838e-05 leaf_weight=16.228903223352972 9.9197741107491328 66.347344920948672 9.1311246929690224 leaf_count=460 197 1671 136 internal_value=0 -3.36026e-05 0.000159666 internal_weight=0 82.5762 19.0509 internal_count=2464 2131 333 is_linear=0 shrinkage=0.000400217 Tree=5189 num_leaves=4 num_cat=0 split_feature=4 150 150 split_gain=3.65131 4.71442 1.84369 threshold=0.27190000000000009 -0.050224999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028905111176862779 -0.00014843250091357 -5.6107438851284851e-05 0.00022364382981657032 leaf_weight=6.7901179629843673 2.4001520890742567 77.617256116078352 15.143007283302721 leaf_count=80 19 2074 271 internal_value=0 -2.79952e-05 0.00017212 internal_weight=0 84.4074 17.5432 internal_count=2444 2154 290 is_linear=0 shrinkage=0.000400217 Tree=5190 num_leaves=4 num_cat=0 split_feature=150 1 0 split_gain=2.83932 2.88931 1.68977 threshold=0.11235000000000002 0.13840500000000003 -0.22996999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076864615667108724 0.022297164899669365 0.015257534123069558 0.0030541191632499523 leaf_weight=88.394061881575908 3.8394771926105022 4.8367780306434716 3.7431580664124331 leaf_count=2268 19 101 81 internal_value=0 8.00901e-05 0.0129805 internal_weight=0 93.2308 7.58264 internal_count=2469 2369 100 is_linear=0 shrinkage=0.0204111 Tree=5191 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=3.06304 4.52559 2.67284 threshold=-0.10628499999999998 0.086380000000000012 0.08776500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0100312429220679 0.00083837388138314085 -0.011330820177583203 -0.0055187613563819722 leaf_weight=19.154917636245958 55.927066186537559 16.367232442484237 5.9715660905421819 leaf_count=224 1854 276 95 internal_value=0 -0.00192996 0.00632754 internal_weight=0 72.2943 25.1265 internal_count=2449 2130 319 is_linear=0 shrinkage=0.0204111 Tree=5192 num_leaves=3 num_cat=0 split_feature=1444 14 split_gain=3.04295 2.70972 threshold=-0.084274999999999989 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025903917190545807 -0.0003508664414786333 -0.023527545118778304 leaf_weight=1.6916055016918097 98.787846149120014 2.0354361193240029 leaf_count=25 2339 74 internal_value=0 -0.000844341 internal_weight=0 100.823 internal_count=2438 2413 is_linear=0 shrinkage=0.0204111 Tree=5193 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=4.17693 3.79155 threshold=-0.51412499999999983 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020734472715323027 -0.018486677340004993 0.00087442676593854347 leaf_weight=4.1097805424942626 4.3026091017527497 92.612063901877264 leaf_count=36 126 2333 internal_value=0 -5.46737e-06 internal_weight=0 96.9147 internal_count=2495 2459 is_linear=0 shrinkage=0.0204111 Tree=5194 num_leaves=4 num_cat=0 split_feature=13 12 16 split_gain=3.82573 4.86367 1.0284 threshold=-0.24588999999999997 0.093315000000000023 0.22078000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003444432376988742 2.4371974779081564e-05 -0.00021692479415502398 6.8339518349587886e-05 leaf_weight=6.1044196933216863 76.797788225456316 16.086753925454104 3.4134634155780077 leaf_count=109 1696 635 15 internal_value=0 -1.76293e-05 0.000247368 internal_weight=0 92.8845 9.51788 internal_count=2455 2331 124 is_linear=0 shrinkage=0.000400217 Tree=5195 num_leaves=4 num_cat=0 split_feature=2 43 11 split_gain=2.91959 5.40072 2.30173 threshold=0.092135000000000009 -0.51144999999999985 0.088215000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.027021442169709638 0.0051711102936645654 -0.004278883356752387 -0.013079798935327347 leaf_weight=2.3050282197073093 51.03139816341718 46.342646017408697 2.9450740826359825 leaf_count=23 925 1452 63 internal_value=0 -0.00273716 0.00415029 internal_weight=0 48.6477 53.9765 internal_count=2463 1475 988 is_linear=0 shrinkage=0.0204111 Tree=5196 num_leaves=4 num_cat=0 split_feature=14 1444 15 split_gain=4.35197 2.84912 0.390434 threshold=0.062655000000000016 -0.084274999999999989 -0.015104999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024837738025730353 -0.04192745028210302 -0.0010516495733705964 -0.019157466141167808 leaf_weight=1.6924329313333135 0.8387626630210433 95.491497959279513 1.0069596698449448 leaf_count=19 16 2400 62 internal_value=0 -0.000572728 -0.0313111 internal_weight=0 97.1839 1.84572 internal_count=2497 2419 78 is_linear=0 shrinkage=0.0204111 Tree=5197 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=2.71344 4.42566 1.87979 threshold=-0.25061999999999995 -0.19301999999999997 0.11375500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014389992816091272 -0.028238576515970743 -0.00062316573996270598 -0.0086336164549433957 leaf_weight=7.6736262386839353 2.3720423502381882 90.875908532063477 1.7438152024114968 leaf_count=176 60 2232 19 internal_value=0 -0.00135867 0.0100754 internal_weight=0 93.248 9.41744 internal_count=2487 2292 195 is_linear=0 shrinkage=0.0204111 Tree=5198 num_leaves=4 num_cat=0 split_feature=14 483 2 split_gain=3.50105 3.53783 0.409888 threshold=0.076175000000000007 0.096460000000000018 0.090790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5044311434841753e-05 -0.00065750843600784876 -0.00038404901037283244 -0.00027008081667806671 leaf_weight=100.23615934264672 0.98329396048211437 3.0637626901298054 1.1860672130205783 leaf_count=2243 52 144 29 internal_value=0 3.19158e-05 -0.00046934 internal_weight=0 103.3 2.16936 internal_count=2468 2387 81 is_linear=0 shrinkage=0.000400217 Tree=5199 num_leaves=4 num_cat=0 split_feature=160 51 15 split_gain=2.75322 2.85341 0.0899585 threshold=-0.40446999999999994 -0.40274499999999996 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016893218812600393 -0.00042793339119359675 2.1177380027441479e-05 -0.00044064184766333495 leaf_weight=0.42595142486970905 2.2072675618546773 98.623667401378043 2.0929102366862926 leaf_count=15 88 2198 180 internal_value=0 1.08822e-05 -0.00040384 internal_weight=0 100.831 2.51886 internal_count=2481 2286 195 is_linear=0 shrinkage=0.000400217 Tree=5200 num_leaves=4 num_cat=0 split_feature=457 43 52 split_gain=3.56623 4.2843 2.72302 threshold=0.083570000000000019 -0.063379999999999978 -0.087044999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5458947623145595e-05 -0.00018587130315777565 -8.3786730446229748e-05 0.00025417658094628381 leaf_weight=35.895663558207161 2.5741257864283424 52.391043145675212 14.651818769983946 leaf_count=1020 48 1235 149 internal_value=0 -1.08803e-05 0.000187643 internal_weight=0 88.2867 17.2259 internal_count=2452 2255 197 is_linear=0 shrinkage=0.000400217 Tree=5201 num_leaves=3 num_cat=0 split_feature=51 13 split_gain=2.79283 2.65063 threshold=-0.40274499999999996 -0.5356749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021618938115399975 -0.019103991691765247 0.0020403909045653458 leaf_weight=2.1135379711486157 2.4232841217890373 96.673170983383898 leaf_count=94 26 2364 internal_value=0 0.00150235 internal_weight=0 99.0965 internal_count=2484 2390 is_linear=0 shrinkage=0.0204111 Tree=5202 num_leaves=3 num_cat=0 split_feature=453 1210 split_gain=2.66006 2.7119 threshold=0.10218000000000001 -0.08107499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048360036100086233 -0.00046539081493874251 3.765950758412214e-05 leaf_weight=1.5125959474753461 1.657762606628238 101.59055928921589 leaf_count=113 14 2361 internal_value=0 2.94959e-05 internal_weight=0 103.103 internal_count=2488 2474 is_linear=0 shrinkage=0.000400217 Tree=5203 num_leaves=3 num_cat=0 split_feature=1213 47 split_gain=3.35115 2.52122 threshold=-0.080769999999999995 0.085505000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023044154085433369 0.0036902413357114972 -0.0041431203529387357 leaf_weight=2.1875735598587189 74.286807272947044 22.132204914523754 leaf_count=257 1883 319 internal_value=0 0.00188944 internal_weight=0 96.419 internal_count=2459 2202 is_linear=0 shrinkage=0.0204111 Tree=5204 num_leaves=4 num_cat=0 split_feature=130 483 40 split_gain=2.87916 2.81516 0.818541 threshold=1.0000000180025095e-35 0.096460000000000018 -0.082294999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020590538148260165 0.0059068352091064882 -0.019187606988393283 -0.022082337248126322 leaf_weight=95.997378615524212 0.46581324608996544 2.5588823341822708 2.713635229098144 leaf_count=2006 9 142 309 internal_value=0 0.00148626 -0.0179203 internal_weight=0 98.5563 3.17945 internal_count=2466 2148 318 is_linear=0 shrinkage=0.0204111 Tree=5205 num_leaves=4 num_cat=0 split_feature=481 13 39 split_gain=2.761 2.75942 2.48317 threshold=-1.0000000180025095e-35 -0.5356749999999999 0.085345000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045363957497363526 -0.00038474479208121937 4.2643197575589486e-05 0.00032668422225827943 leaf_weight=3.2130273370712525 2.3688276516040778 99.243605932584614 0.72681275110517152 leaf_count=250 28 2164 13 internal_value=0 3.22672e-05 -0.000304638 internal_weight=0 101.612 3.93984 internal_count=2455 2192 263 is_linear=0 shrinkage=0.000400217 Tree=5206 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=2.85103 6.01768 5.4488 threshold=-0.10674499999999999 0.077555000000000013 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010865655538024148 -0.010032959681424007 -0.0072060401702285903 0.0037964408777690817 leaf_weight=32.579791915777605 16.870534621106344 9.9459485134575498 39.31091982293583 leaf_count=337 1220 87 780 internal_value=0 0.00663121 -0.000368038 internal_weight=0 42.5257 56.1815 internal_count=2424 424 2000 is_linear=0 shrinkage=0.0204111 Tree=5207 num_leaves=4 num_cat=0 split_feature=2 3 52 split_gain=3.79564 3.43634 0.0486978 threshold=0.14846500000000004 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010146015581474608 0.00024665239188025734 -7.2251514793018215e-05 0.00039060316049479313 leaf_weight=24.272299926611595 1.4401837455807251 72.32641481464816 2.8833553358272175 leaf_count=273 48 2116 57 internal_value=0 -2.85362e-05 0.00035009 internal_weight=0 96.5987 4.32354 internal_count=2494 2389 105 is_linear=0 shrinkage=0.000400217 Tree=5208 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=4.08692 6.2416 4.27737 threshold=-0.10674499999999999 -0.075969999999999996 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001637837921125345 -0.00024612216299916558 3.0876577967449881e-05 -0.00012617649407647196 leaf_weight=35.385365599380748 19.506273744140344 38.735154104491812 10.486011055472771 leaf_count=354 1254 771 92 internal_value=0 -6.21903e-05 9.73542e-05 internal_weight=0 58.2414 45.8714 internal_count=2471 2025 446 is_linear=0 shrinkage=0.000400217 Tree=5209 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=4.70819 3.33983 threshold=-0.47860499999999995 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019187100730798854 0.0018675732473525321 -0.0076317731460605366 leaf_weight=5.4939323719299855 75.794349859199428 19.238314896480006 leaf_count=68 1651 727 internal_value=0 -6.21828e-05 internal_weight=0 95.0327 internal_count=2446 2378 is_linear=0 shrinkage=0.0204111 Tree=5210 num_leaves=4 num_cat=0 split_feature=1 0 1374 split_gain=4.46821 10.1085 3.92488 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.094929999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041107383611359028 -0.00036352207979072011 7.2965529861164524e-05 7.7004603990549493e-05 leaf_weight=11.767504752155221 3.2839275221340349 16.455843242438277 71.109090662372182 leaf_count=1142 25 138 1190 internal_value=0 -0.000129678 5.70414e-05 internal_weight=0 28.2233 74.393 internal_count=2495 1280 1215 is_linear=0 shrinkage=0.000400217 Tree=5211 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=3.39972 5.30067 3.4109 threshold=0.09864500000000001 0.12958500000000003 0.098180000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5042066226331465e-05 -0.0003283986721118578 0.0002740275107539085 0.00048585164368084417 leaf_weight=86.406042560694914 9.5223622807898192 2.995656356913968 2.5406049424782386 leaf_count=2047 344 47 15 internal_value=0 -0.000183082 3.87986e-05 internal_weight=0 12.518 88.9466 internal_count=2453 391 2062 is_linear=0 shrinkage=0.000400217 Tree=5212 num_leaves=4 num_cat=0 split_feature=160 1429 13 split_gain=3.104 3.07834 0.0225061 threshold=-0.40446999999999994 -1.0000000180025095e-35 0.0024700000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044190022451158289 -0.00043534566708057748 5.0776495913989042e-05 -0.00023524055492142425 leaf_weight=1.8682070430804736 2.0180627995723617 103.92650034688995 0.55716900149127457 leaf_count=169 110 2163 32 internal_value=0 4.10669e-05 -0.000406901 internal_weight=0 105.945 2.42538 internal_count=2474 2273 201 is_linear=0 shrinkage=0.000400217 Tree=5213 num_leaves=4 num_cat=0 split_feature=13 1213 43 split_gain=3.36622 4.03443 2.27978 threshold=-0.10939499999999998 -1.0000000180025095e-35 0.053180000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5824930437241697e-05 -0.00043510815752044175 3.2864692711592941e-06 0.00034241097847324912 leaf_weight=10.88968419225421 3.3932434940288649 82.462436242334661 7.4653680261981199 leaf_count=145 368 1860 88 internal_value=0 -1.45842e-05 0.000173755 internal_weight=0 85.8557 18.3551 internal_count=2461 2228 233 is_linear=0 shrinkage=0.000400217 Tree=5214 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=2.93261 2.88558 threshold=0.14846500000000004 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5713564041507908e-06 0.00034660866886138011 -0.00050146792555169509 leaf_weight=98.606400785327423 3.7969618228962636 1.7414792695635686 leaf_count=2305 97 78 internal_value=0 -6.72512e-06 internal_weight=0 100.348 internal_count=2480 2383 is_linear=0 shrinkage=0.000400217 Tree=5215 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=3.13338 3.28387 threshold=0.099250000000000019 -0.23040499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019899305206324359 -0.00051741741237813657 -1.8080644314915247e-05 leaf_weight=12.665304936992468 1.7296550012542855 88.231180061855412 leaf_count=82 19 2370 internal_value=0 9.3585e-06 internal_weight=0 100.896 internal_count=2471 2452 is_linear=0 shrinkage=0.000400217 Tree=5216 num_leaves=4 num_cat=0 split_feature=41 457 4 split_gain=3.49358 2.71785 2.22635 threshold=0.075585000000000013 -0.15747999999999998 0.36766000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019924170238881617 -0.024405835594591301 -0.0004616026880024273 -0.0016265335154195782 leaf_weight=2.6971696920227251 4.0114035296719512 90.437828176851326 3.185384109383449 leaf_count=24 103 2329 32 internal_value=0 0.00015198 -0.0145028 internal_weight=0 93.135 7.19679 internal_count=2488 2353 135 is_linear=0 shrinkage=0.0204111 Tree=5217 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=3.28143 3.73234 3.58771 threshold=0.10114000000000002 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9248236304277668e-05 0.00029010096561393192 -0.00012387532569981325 1.3782546053089306e-05 leaf_weight=16.357020439536427 9.9976985926623438 44.347810291284986 29.503539861587342 leaf_count=162 237 1692 381 internal_value=0 -6.36823e-05 8.43406e-05 internal_weight=0 60.7048 39.5012 internal_count=2472 1854 618 is_linear=0 shrinkage=0.000400217 Tree=5218 num_leaves=4 num_cat=0 split_feature=1213 475 160 split_gain=2.92333 3.8167 3.1195 threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.40446999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043256850096974034 -0.00040149194907963787 -0.00044943670485852436 4.613015790227047e-05 leaf_weight=0.88134485483169545 2.4475665104473583 3.9204215650170218 97.96424014299555 leaf_count=2 174 375 1916 internal_value=0 -0.00028138 3.47842e-05 internal_weight=0 4.80177 100.412 internal_count=2467 377 2090 is_linear=0 shrinkage=0.000400217 Tree=5219 num_leaves=4 num_cat=0 split_feature=43 1 4 split_gain=3.97399 3.52284 0.509292 threshold=0.15891500000000003 0.10114000000000002 0.26777000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0098898179384811e-05 -0.00051063451634130548 0.00011355066048119298 -9.9436293504433378e-05 leaf_weight=58.720160873737768 2.4483468794642245 40.150659262930276 0.67173933843150724 leaf_count=1690 165 594 14 internal_value=0 2.23548e-05 -0.000428617 internal_weight=0 98.8708 3.12009 internal_count=2463 2284 179 is_linear=0 shrinkage=0.000400217 Tree=5220 num_leaves=4 num_cat=0 split_feature=3 48 16 split_gain=3.3787 2.97428 1.12896 threshold=0.18307500000000002 0.12879500000000002 -0.072019999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6543882022115407e-05 0.023674526694003578 -0.015196625269113289 0.002802090685410953 leaf_weight=88.193601348822995 3.0415563677961472 5.6794497866649172 1.692152316274586 leaf_count=2229 80 67 32 internal_value=0 -0.00102714 0.0164504 internal_weight=0 93.8731 4.73371 internal_count=2408 2296 112 is_linear=0 shrinkage=0.0204111 Tree=5221 num_leaves=4 num_cat=0 split_feature=480 52 2 split_gain=2.69685 2.47759 0.538937 threshold=0.08598500000000002 -0.24526499999999998 0.11665000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.009607469070387514 -0.022497977827191297 0.0032542360647424967 -0.0017427812166718711 leaf_weight=6.5710678845498469 2.0914909083949165 94.850697031113668 0.70875302881177038 leaf_count=284 144 1991 23 internal_value=0 0.00241126 -0.0175137 internal_weight=0 101.422 2.80024 internal_count=2442 2275 167 is_linear=0 shrinkage=0.0204111 Tree=5222 num_leaves=4 num_cat=0 split_feature=129 1429 2 split_gain=2.65015 2.64612 0.537181 threshold=0.089775000000000008 -1.0000000180025095e-35 0.108005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021919939129843257 -0.029130068839355636 0.0010845458410128276 -0.0049526846569464137 leaf_weight=2.0173084009293225 1.394066234352066 96.177371439232957 0.5840790433139772 leaf_count=121 109 2207 32 internal_value=0 0.000587515 -0.0226391 internal_weight=0 98.1947 1.97815 internal_count=2469 2328 141 is_linear=0 shrinkage=0.0204111 Tree=5223 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=3.38877 6.08003 3.15568 threshold=-0.12077499999999998 -0.10566999999999999 -0.061684999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.321501416661585e-05 8.3893261166193426e-05 -0.0001313765817929839 0.0002606381556299223 leaf_weight=8.7508790788851929 40.850829372124281 43.050019562797388 14.386196918087078 leaf_count=121 376 1825 142 internal_value=0 -2.65908e-05 0.00014606 internal_weight=0 83.9008 23.1371 internal_count=2464 2201 263 is_linear=0 shrinkage=0.000400217 Tree=5224 num_leaves=3 num_cat=0 split_feature=44 48 split_gain=2.81704 3.41684 threshold=1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.5167347918076717e-05 -0.0003791578865024026 -0.00027554232963447286 leaf_weight=96.400446000348893 2.6915306330192825 5.5204302861675378 leaf_count=2345 43 60 internal_value=0 2.75132e-05 internal_weight=0 101.921 internal_count=2448 2405 is_linear=0 shrinkage=0.000400217 Tree=5225 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.05746 3.65147 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020432881893795572 0.043762187056557482 0.0010515861088811788 leaf_weight=2.6308711555539039 0.72907898668199678 100.15643507977074 leaf_count=226 3 2267 internal_value=0 0.00140842 internal_weight=0 100.886 internal_count=2496 2270 is_linear=0 shrinkage=0.0204111 Tree=5226 num_leaves=3 num_cat=0 split_feature=2 148 split_gain=2.74399 2.5192 threshold=0.16826500000000003 -0.084449999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036674001369361433 0.00039722318130424781 -4.7064473794238074e-06 leaf_weight=3.0655963340541339 2.5289357704459681 98.988125405536266 leaf_count=56 61 2344 internal_value=0 -1.59716e-05 internal_weight=0 102.054 internal_count=2461 2400 is_linear=0 shrinkage=0.000400217 Tree=5227 num_leaves=4 num_cat=0 split_feature=1429 457 159 split_gain=2.88114 2.94088 0.590611 threshold=-1.0000000180025095e-35 -0.0046349999999999994 0.10407500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026824952041943923 -0.00017796206346801731 4.6500344127231314e-05 -0.00076698689280018902 leaf_weight=1.2702845633466484 10.306285154394571 91.131034896490746 0.60417595948092628 leaf_count=105 193 2124 12 internal_value=0 2.35233e-05 -0.000463174 internal_weight=0 101.437 1.87446 internal_count=2434 2317 117 is_linear=0 shrinkage=0.000400217 Tree=5228 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=4.26219 3.8489 threshold=-0.40306999999999998 0.10384000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041145182143333651 -2.5564985888746192e-05 0.00013836715419060066 leaf_weight=3.4455684101631041 62.611737551029364 36.068852010183036 leaf_count=251 1706 480 internal_value=0 3.44429e-05 internal_weight=0 98.6806 internal_count=2437 2186 is_linear=0 shrinkage=0.000400217 Tree=5229 num_leaves=4 num_cat=0 split_feature=14 0 3 split_gain=3.29224 4.05572 0.377331 threshold=0.076175000000000007 -0.13314999999999996 -0.016079999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062360179129945063 -0.033327023205871997 -0.002568944005960964 -0.014424985368298355 leaf_weight=32.470383711974137 1.0037638235371562 65.714531940844608 1.2474838562193316 leaf_count=270 56 2092 27 internal_value=0 0.0003467 -0.0240325 internal_weight=0 98.1849 2.25125 internal_count=2445 2362 83 is_linear=0 shrinkage=0.0204111 Tree=5230 num_leaves=4 num_cat=0 split_feature=43 2 1 split_gain=3.38631 4.298 4.0588 threshold=0.06728000000000002 0.090510000000000021 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001550011178432016 -0.00019694495967909975 0.0002914180232870311 2.4732874824271516e-05 leaf_weight=31.20488613431371 3.7997518738848148 11.09153569745831 56.241328738862649 leaf_count=1317 122 166 850 internal_value=0 0.000166265 -3.95208e-05 internal_weight=0 14.8913 87.4462 internal_count=2455 288 2167 is_linear=0 shrinkage=0.000400217 Tree=5231 num_leaves=4 num_cat=0 split_feature=47 48 1 split_gain=4.67441 5.23539 3.78487 threshold=0.086380000000000012 0.086870000000000017 0.10114000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015390712201175613 -0.021737208347236539 -0.00051457768428111485 0.0080236122775610656 leaf_weight=56.764462939732766 8.4348423488554563 11.186613583558936 24.638391504850006 leaf_count=1756 162 155 441 internal_value=0 -0.0097093 0.00136233 internal_weight=0 19.6215 81.4029 internal_count=2514 317 2197 is_linear=0 shrinkage=0.0204111 Tree=5232 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=4.1046 4.60568 4.2219 threshold=0.084045000000000022 0.024055000000000003 -0.24404999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0077698174810921679 -0.010899504403342182 0.003515151408981947 0.0059607748451432655 leaf_weight=11.414743455010465 23.090136608210742 15.267714036606774 49.01765293860808 leaf_count=205 1272 413 606 internal_value=0 -0.00516846 0.00335771 internal_weight=0 38.3579 60.4324 internal_count=2496 1685 811 is_linear=0 shrinkage=0.0204111 Tree=5233 num_leaves=4 num_cat=0 split_feature=151 16 1374 split_gain=3.4626 5.59239 3.10318 threshold=0.056735000000000001 -0.29154999999999992 0.093235000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013392064694393135 0.0059142297499174589 -0.026947870217363321 -0.023335528499904157 leaf_weight=89.826665240434522 3.7591214338317513 4.8467561940196884 2.0629024780355385 leaf_count=2312 34 78 25 internal_value=0 -0.0127018 0.000757538 internal_weight=0 8.60588 91.8896 internal_count=2449 112 2337 is_linear=0 shrinkage=0.0204111 Tree=5234 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=3.63368 2.89238 threshold=-0.094929999999999987 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025454253673741115 -0.0046204940471851969 0.0031262331617480199 leaf_weight=2.1183633175678542 28.101907579788531 69.550480817910284 leaf_count=38 1269 1168 internal_value=0 0.000894181 internal_weight=0 97.6524 internal_count=2475 2437 is_linear=0 shrinkage=0.0204111 Tree=5235 num_leaves=4 num_cat=0 split_feature=2 31 2 split_gain=3.44118 4.51021 3.97564 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.084045000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022216621395103664 0.018902807064955049 -0.009504370657830016 0.00095828111514451866 leaf_weight=1.9415293091733499 5.4054341917508273 21.1223573681782 76.189378705712443 leaf_count=60 147 510 1741 internal_value=0 -0.00673965 0.00217133 internal_weight=0 23.0639 81.5948 internal_count=2458 570 1888 is_linear=0 shrinkage=0.0204111 Tree=5236 num_leaves=4 num_cat=0 split_feature=1456 42 12 split_gain=2.72453 2.69955 1.18118 threshold=1.0000000180025095e-35 -0.40186499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053992096058949938 0.00029464826206521068 4.989464784700674e-05 -0.00044376190373223779 leaf_weight=1.1471370255458158 0.32168389917933415 100.39728262046992 2.4698637952751588 leaf_count=9 8 2236 217 internal_value=0 4.26442e-05 -0.00035059 internal_weight=0 101.544 2.79155 internal_count=2470 2245 225 is_linear=0 shrinkage=0.000400217 Tree=5237 num_leaves=3 num_cat=0 split_feature=1373 47 split_gain=3.18462 2.82433 threshold=0.099250000000000019 0.086380000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023759495473130937 -0.026576646081589654 -0.0060550753139139773 leaf_weight=80.732761094463058 1.7098930695210572 20.704548129695468 leaf_count=2127 19 318 internal_value=0 0.000650299 internal_weight=0 101.437 internal_count=2464 2445 is_linear=0 shrinkage=0.0204111 Tree=5238 num_leaves=4 num_cat=0 split_feature=484 0 123 split_gain=3.32445 3.15544 3.12719 threshold=-0.0068949999999999992 -0.075379999999999989 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039635855309429468 -3.7901810258296013e-05 0.00011123258743374635 0.00037678994900579353 leaf_weight=5.2960817104467415 57.812980000824609 37.28890807935386 0.89981207996606816 leaf_count=376 1399 673 11 internal_value=0 2.0635e-05 -0.000279381 internal_weight=0 95.1019 6.19589 internal_count=2459 2072 387 is_linear=0 shrinkage=0.000400217 Tree=5239 num_leaves=4 num_cat=0 split_feature=51 1210 4 split_gain=3.68337 2.57382 1.76331 threshold=-0.10593999999999999 -0.08107499999999998 0.11275500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036902746720312852 -0.0004873665163546977 3.0195784593502379e-05 0.00016523393572180428 leaf_weight=5.7251547129781093 1.4533109663170751 92.343194669345394 1.1236966912983914 leaf_count=231 105 2115 19 internal_value=0 2.1605e-05 -0.000280123 internal_weight=0 93.7965 6.84885 internal_count=2470 2220 250 is_linear=0 shrinkage=0.000400217 Tree=5240 num_leaves=3 num_cat=0 split_feature=1373 133 split_gain=2.98331 2.82834 threshold=0.099250000000000019 -0.39935999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00051691540016608989 -0.00051491050353456652 1.1425503808843267e-05 leaf_weight=1.5367634495487426 1.6990992801729579 103.54254786205274 leaf_count=140 19 2363 internal_value=0 3.15663e-06 internal_weight=0 105.079 internal_count=2522 2503 is_linear=0 shrinkage=0.000400217 Tree=5241 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=2.69322 2.63481 threshold=-0.43429999999999996 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022105306454462924 -0.027539971805475977 0.0022108678825547407 leaf_weight=1.8821940743946459 1.1440600380301464 100.94937645641767 leaf_count=11 8 2478 internal_value=0 0.00184767 internal_weight=0 102.093 internal_count=2497 2486 is_linear=0 shrinkage=0.0204111 Tree=5242 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=2.89023 5.2065 4.99937 threshold=0.084045000000000022 -0.14917999999999998 -0.015214999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021638602304212647 0.00033068342671143422 -0.0001443705150813459 -3.4756607082827799e-05 leaf_weight=18.016001166644855 3.9990551376249632 36.894379107819987 42.29026284761494 leaf_count=304 32 1643 510 internal_value=0 -9.71379e-05 4.05322e-05 internal_weight=0 40.8934 60.3063 internal_count=2489 1675 814 is_linear=0 shrinkage=0.000400217 Tree=5243 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=3.24683 7.75852 5.57747 threshold=-0.10674499999999999 -0.076604999999999993 0.12474000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010424942940531324 -0.00030702158532530872 1.1423354649931083e-05 -0.00039062705207665522 leaf_weight=39.898237129411427 17.46187015697069 40.463063599243469 3.9037607312129685 leaf_count=404 1223 821 35 internal_value=0 -8.49812e-05 5.92611e-05 internal_weight=0 57.9249 43.802 internal_count=2483 2044 439 is_linear=0 shrinkage=0.000400217 Tree=5244 num_leaves=4 num_cat=0 split_feature=484 4 40 split_gain=3.07788 3.39471 3.27122 threshold=-0.0068949999999999992 0.50500500000000004 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022685701757579844 -1.9850296730301742e-05 0.00035821234115582674 -0.00039581848070554919 leaf_weight=1.6430413677589966 82.869872434450372 3.8750489462399846 6.156351271987659 leaf_count=18 1897 130 403 internal_value=0 -2.52157e-06 -0.00026329 internal_weight=0 86.7449 7.79939 internal_count=2448 2027 421 is_linear=0 shrinkage=0.000400217 Tree=5245 num_leaves=4 num_cat=0 split_feature=130 46 40 split_gain=2.91221 2.65491 1.21066 threshold=1.0000000180025095e-35 0.081930000000000017 -0.083394999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6600907689207042e-05 0.00019770713050059247 -0.00033325102653969846 -0.00042605099919868259 leaf_weight=99.060252657829551 0.52540792338550124 2.9265572244767091 2.98988042215933 leaf_count=2074 10 47 324 internal_value=0 3.53474e-05 -0.000329597 internal_weight=0 101.987 3.51529 internal_count=2455 2121 334 is_linear=0 shrinkage=0.000400217 Tree=5246 num_leaves=4 num_cat=0 split_feature=1 44 52 split_gain=3.0069 3.9223 1.7642 threshold=0.13662500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4872047050848617e-05 2.5512925749552421e-05 -0.00046746650111524732 0.00043222283417213779 leaf_weight=97.018204735133622 2.8608449081948493 2.6656637233681968 4.1836761454178477 leaf_count=2295 51 37 81 internal_value=0 1.46374e-06 0.000270038 internal_weight=0 99.6839 7.04452 internal_count=2464 2332 132 is_linear=0 shrinkage=0.000400217 Tree=5247 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=3.60137 4.91689 2.39953 threshold=0.11332500000000002 -0.11437499999999999 -0.18113999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9377895704321662e-05 -0.00017477473732978446 -0.00012613906103448754 0.00018629462549689521 leaf_weight=29.907773641476524 3.3829281078651574 49.145690932047728 19.354906547348946 leaf_count=280 30 1819 336 internal_value=0 -4.83849e-05 0.000131982 internal_weight=0 79.0535 22.7378 internal_count=2465 2099 366 is_linear=0 shrinkage=0.000400217 Tree=5248 num_leaves=4 num_cat=0 split_feature=474 1373 16 split_gain=3.08533 2.80535 0.208786 threshold=-1.0000000180025095e-35 0.099250000000000019 0.10489000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00077607197707607362 1.0780684226741404e-05 -0.00051751294146674205 -0.00036805726657438033 leaf_weight=0.53772378040593938 97.232434828641999 1.5251193761359889 0.92577807485940866 leaf_count=31 2412 17 68 internal_value=0 2.04538e-06 -0.000562472 internal_weight=0 98.7576 1.4635 internal_count=2528 2429 99 is_linear=0 shrinkage=0.000400217 Tree=5249 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=3.31602 6.28259 3.68583 threshold=0.060835000000000007 0.084805000000000019 0.13148500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00094463709918770537 0.034079544726635908 0.0029472293921816817 -0.024654135857377069 leaf_weight=72.580075610618223 2.9465049392965765 23.330016099265777 2.7270539627352255 leaf_count=1588 74 799 32 internal_value=0 0.00656803 -0.00183854 internal_weight=0 26.2765 75.3071 internal_count=2493 873 1620 is_linear=0 shrinkage=0.0204111 Tree=5250 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=3.68739 4.11706 2.4137 threshold=-0.047889999999999995 -0.0064899999999999992 -0.088284999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0143870500953717e-05 -0.00033729367751186075 -1.9760900205986621e-05 0.00021159714331140921 leaf_weight=21.458846123787225 7.324609477291232 54.41603527522966 17.036951623565983 leaf_count=537 200 1507 222 internal_value=0 -5.79738e-05 9.96554e-05 internal_weight=0 61.7406 38.4958 internal_count=2466 1707 759 is_linear=0 shrinkage=0.000400217 Tree=5251 num_leaves=4 num_cat=0 split_feature=1456 403 160 split_gain=2.88726 3.05582 0.581321 threshold=1.0000000180025095e-35 -0.092224999999999988 -0.089199999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036204951759857362 -2.13120178268617e-05 3.7946381872163752e-05 -0.0004583315509589341 leaf_weight=3.0438204305537502 0.62451608211267773 100.34682767582854 2.3100190792829371 leaf_count=273 55 1982 147 internal_value=0 2.57916e-05 -0.000369528 internal_weight=0 103.391 2.93454 internal_count=2457 2255 202 is_linear=0 shrinkage=0.000400217 Tree=5252 num_leaves=4 num_cat=0 split_feature=42 33 132 split_gain=4.18125 2.74687 0.954708 threshold=-0.094924999999999995 -1.0000000180025095e-35 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02421408871701099 -0.022080666562476266 6.5576407606031918e-05 -0.0015352351373354722 leaf_weight=3.8514428024136569 2.2818928193300954 92.201875849088538 0.98043478006729845 leaf_count=172 27 2225 28 internal_value=0 -0.000494784 -0.0197513 internal_weight=0 94.4838 4.83188 internal_count=2452 2252 200 is_linear=0 shrinkage=0.0204111 Tree=5253 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=3.12745 4.76398 3.03593 threshold=-0.0044549999999999998 0.082230000000000011 -0.21368999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033959932522691164 0.00027051199669625415 0.00017506640611777361 -2.3275677594650397e-06 leaf_weight=9.5112449903317593 6.9878881555050603 4.0293722963542669 81.701519734429894 leaf_count=556 66 131 1727 internal_value=0 -0.000186267 1.94836e-05 internal_weight=0 13.5406 88.6894 internal_count=2480 687 1793 is_linear=0 shrinkage=0.000400217 Tree=5254 num_leaves=4 num_cat=0 split_feature=128 43 1 split_gain=2.77101 3.04045 0.068446 threshold=0.085185000000000025 -0.50992999999999988 0.10882500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032997785262934258 -0.00045913880043874593 -7.0668124318300217e-06 -0.00021979737716765874 leaf_weight=4.3799541287589809 1.8570525662726134 93.898490664760175 0.58119496889412392 leaf_count=33 152 2249 19 internal_value=0 8.3126e-06 -0.000414243 internal_weight=0 98.2784 2.43825 internal_count=2453 2282 171 is_linear=0 shrinkage=0.000400217 Tree=5255 num_leaves=3 num_cat=0 split_feature=48 1429 split_gain=3.31617 2.63093 threshold=-0.097454999999999986 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049773042004191959 -0.000458519340218087 1.4653429085830799e-05 leaf_weight=2.0305349322734392 1.8072814894330793 97.396248018842016 leaf_count=32 125 2320 internal_value=0 5.52599e-06 internal_weight=0 99.2035 internal_count=2477 2445 is_linear=0 shrinkage=0.000400217 Tree=5256 num_leaves=4 num_cat=0 split_feature=15 15 1456 split_gain=4.71508 5.0398 3.1205 threshold=0.082725000000000007 0.65680000000000016 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002177754486901167 -0.019150447009617252 0.033023084417127618 -0.019794596195941816 leaf_weight=92.971370651968755 7.7920809659844945 0.75283092237077642 2.6616314172715638 leaf_count=1431 865 3 161 internal_value=0 -0.0141861 0.00154379 internal_weight=0 8.54491 95.633 internal_count=2460 868 1592 is_linear=0 shrinkage=0.0204111 Tree=5257 num_leaves=4 num_cat=0 split_feature=1447 3 15 split_gain=3.72916 3.04042 0.339717 threshold=-1.0000000180025095e-35 0.18307500000000002 -0.47090499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.5877561063619453e-05 -6.0874072441279333e-06 0.0003128486275463427 -0.00045619708222653497 leaf_weight=0.45117113366723094 89.495308733974525 4.9460253923607516 2.961149249742447 leaf_count=5 2091 110 231 internal_value=0 1.09664e-05 -0.000408322 internal_weight=0 94.4413 3.41232 internal_count=2437 2201 236 is_linear=0 shrinkage=0.000400217 Tree=5258 num_leaves=4 num_cat=0 split_feature=151 4 453 split_gain=2.57025 3.64756 2.75634 threshold=0.056735000000000001 0.0047050000000000008 0.10071000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024268319547931134 -0.022489713853644819 0.0032481929415367761 -0.022723720831015971 leaf_weight=90.494997238005453 4.3983251062454638 4.6182588435476646 1.7412227252498258 leaf_count=2333 62 47 16 internal_value=0 -0.00942871 0.00192507 internal_weight=0 9.01658 92.2362 internal_count=2458 109 2349 is_linear=0 shrinkage=0.0204111 Tree=5259 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=4.20709 3.26947 threshold=0.27266500000000005 -0.0068949999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013395761993292083 -0.026064009438112774 0.0012333419567695444 leaf_weight=6.7400436623793203 2.4993271930143228 89.37646602265886 leaf_count=402 32 2029 internal_value=0 0.000193102 internal_weight=0 96.1165 internal_count=2463 2431 is_linear=0 shrinkage=0.0204111 Tree=5260 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=3.44373 3.52845 1.69374 threshold=0.12419000000000001 0.080930000000000016 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1249252020968877e-05 0.00044943342971192024 0.00016861119799238262 0.00011943696816874061 leaf_weight=79.180136265204055 3.5159709678846403 15.198649840778669 8.3662939142086525 leaf_count=2032 121 177 103 internal_value=0 -7.29382e-06 0.000220367 internal_weight=0 94.3788 11.8823 internal_count=2433 2209 224 is_linear=0 shrinkage=0.000400217 Tree=5261 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.67386 3.82518 threshold=-0.5356749999999999 -0.50061499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020520128481268923 0.027003540923051284 0.00040658434735910397 leaf_weight=2.3495331788435569 2.1930967548687468 99.536478453781456 leaf_count=29 22 2418 internal_value=0 0.00100902 internal_weight=0 101.73 internal_count=2469 2440 is_linear=0 shrinkage=0.0204111 Tree=5262 num_leaves=4 num_cat=0 split_feature=15 42 14 split_gain=2.77201 2.88876 0.0408034 threshold=-0.46714499999999998 0.087005000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012573082626713496 0.00022012869115975941 -0.0085213037138501604 0.020393111543364855 leaf_weight=1.3442097918305083 77.121018272613583 19.678212894927128 1.7960197962238442 leaf_count=25 1543 820 66 internal_value=0 -0.0015647 0.0175938 internal_weight=0 96.7992 3.14023 internal_count=2454 2363 91 is_linear=0 shrinkage=0.0204111 Tree=5263 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=3.50381 5.12238 2.7256 threshold=0.09864500000000001 -0.10919499999999999 0.13662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001976130502353735 -0.00026256317682726567 -2.4467826297733193e-05 0.00032956150764636974 leaf_weight=21.78645711299032 11.028027218657369 69.142957226991712 1.3055574987083662 leaf_count=219 349 1866 34 internal_value=0 2.89198e-05 -0.000197483 internal_weight=0 90.9294 12.3336 internal_count=2468 2085 383 is_linear=0 shrinkage=0.000400217 Tree=5264 num_leaves=4 num_cat=0 split_feature=1 133 0 split_gain=4.24073 3.87356 2.17749 threshold=0.11332500000000002 0.099280000000000021 -0.23101999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3976442938642105e-05 -0.00027315926617023172 -0.00038634109104986633 0.00020496036986798329 leaf_weight=75.868233241963026 1.5624150261282945 4.6439447605880551 18.97653381593409 leaf_count=1756 10 350 347 internal_value=0 -3.59612e-05 0.000167306 internal_weight=0 80.5122 20.5389 internal_count=2463 2106 357 is_linear=0 shrinkage=0.000400217 Tree=5265 num_leaves=4 num_cat=0 split_feature=13 132 0 split_gain=3.66266 3.46619 2.87038 threshold=-0.10939499999999998 0.080640000000000017 -0.14203999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0065432684350718931 -0.0025878771446126037 0.010979618543155909 0.012935993358766589 leaf_weight=3.9197320570237961 73.000332758878358 8.676808351883663 14.819385703100123 leaf_count=60 1998 211 170 internal_value=0 -0.0011335 0.00884678 internal_weight=0 81.6771 18.7391 internal_count=2439 2209 230 is_linear=0 shrinkage=0.0204111 Tree=5266 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=3.4741 4.66738 2.78471 threshold=0.11332500000000002 0.093735000000000013 0.14174500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031898596889281047 0.010851358750426103 -0.017594459892122983 -0.011414499912648896 leaf_weight=70.793494508696313 18.613375622488096 6.514554834648151 2.5815760684199622 leaf_count=1712 327 326 27 internal_value=0 -0.0012138 0.00809361 internal_weight=0 77.308 21.195 internal_count=2392 2038 354 is_linear=0 shrinkage=0.0204111 Tree=5267 num_leaves=4 num_cat=0 split_feature=160 159 15 split_gain=2.54714 2.65312 0.11325 threshold=-0.40446999999999994 -0.47141999999999995 -0.087484999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0073046143174554448 0.025988477091739414 -1.2270022988123997e-05 -0.022828398881938303 leaf_weight=0.36689897376345504 1.5516545028658573 95.019371878595848 1.9319525956743735 leaf_count=41 21 2257 145 internal_value=0 0.00043511 -0.0208051 internal_weight=0 96.571 2.29885 internal_count=2464 2278 186 is_linear=0 shrinkage=0.0204111 Tree=5268 num_leaves=3 num_cat=0 split_feature=9 43 split_gain=3.42045 3.49778 threshold=-1.0000000180025095e-35 -0.51412499999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022697341546519454 0.017534695832829617 -0.00097499457020964705 leaf_weight=2.6901954060012931 4.3364547823439343 96.86393266198138 leaf_count=76 37 2360 internal_value=0 -0.000163349 internal_weight=0 101.2 internal_count=2473 2397 is_linear=0 shrinkage=0.0204111 Tree=5269 num_leaves=3 num_cat=0 split_feature=10 33 split_gain=2.75714 2.66005 threshold=0.058500000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004793119708737577 0.00036783669607921165 4.1065304554471635e-06 leaf_weight=1.7453488446772087 3.1722700123209497 99.181334228989726 leaf_count=17 59 2402 internal_value=0 -4.77523e-06 internal_weight=0 100.927 internal_count=2478 2419 is_linear=0 shrinkage=0.000400217 Tree=5270 num_leaves=4 num_cat=0 split_feature=1447 130 13 split_gain=3.39124 2.75782 0.681614 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.15956499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043610271728434348 0.0012278601863523627 -0.017399535169223376 -0.022744328661027016 leaf_weight=0.40231622569263015 92.493792665321962 3.3221950907536657 3.0960153008927582 leaf_count=4 1940 320 240 internal_value=0 0.000562444 -0.0195886 internal_weight=0 95.816 3.49833 internal_count=2504 2260 244 is_linear=0 shrinkage=0.0204111 Tree=5271 num_leaves=4 num_cat=0 split_feature=1447 13 40 split_gain=3.14046 2.53398 0.370403 threshold=-1.0000000180025095e-35 0.10979500000000002 -0.075779999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047114845862293248 -0.0010478097614122352 0.0080741659210465111 -0.0226288674468649 leaf_weight=0.66300683433655683 78.894928713336412 15.002343216678126 2.69446049741964 leaf_count=10 2039 172 231 internal_value=0 0.000417526 -0.0193569 internal_weight=0 93.8973 3.35747 internal_count=2452 2211 241 is_linear=0 shrinkage=0.0204111 Tree=5272 num_leaves=4 num_cat=0 split_feature=1 3 0 split_gain=4.46117 4.16186 3.03595 threshold=0.11332500000000002 -0.097754999999999995 -0.22294499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3344271979884353e-05 -0.00035709119102400561 -0.00010294924800041817 0.00019804935845993161 leaf_weight=25.04825415925734 1.6014581182971621 55.325106413220055 21.380056297464762 leaf_count=322 11 1785 368 internal_value=0 -4.17299e-05 0.000157821 internal_weight=0 80.3734 22.9815 internal_count=2486 2107 379 is_linear=0 shrinkage=0.000400217 Tree=5273 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=3.05118 3.34817 threshold=0.30863500000000005 0.085215000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.4029335732111788e-05 0.00039954379380779676 -0.00034508520910604256 leaf_weight=93.382282807404408 3.0170568124740376 4.2400730532826847 leaf_count=2234 100 150 internal_value=0 -1.94571e-06 internal_weight=0 97.6224 internal_count=2484 2384 is_linear=0 shrinkage=0.000400217 Tree=5274 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=4.06681 5.00284 4.54902 threshold=-0.060644999999999991 -0.10161999999999997 -0.054384999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023497846134038105 0.028529592567031175 -0.0093572259950060691 0.0044398146180553381 leaf_weight=45.113772209078888 3.5618261481868094 22.804421243170509 30.091613508469891 leaf_count=473 35 1547 420 internal_value=0 -0.00158993 0.00707559 internal_weight=0 67.9182 33.6534 internal_count=2475 2020 455 is_linear=0 shrinkage=0.0204111 Tree=5275 num_leaves=4 num_cat=0 split_feature=1 16 151 split_gain=4.08068 8.38802 2.82452 threshold=1.0000000180025095e-35 0.0060650000000000009 0.056735000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01717802069925492 0.0038690325522255232 0.0045401758757314973 -0.0094159861908721335 leaf_weight=14.982560768592522 63.921819645584037 14.477387897990409 7.3351637865416697 leaf_count=1019 1102 292 79 internal_value=0 -0.00652835 0.00248885 internal_weight=0 29.4599 71.257 internal_count=2492 1311 1181 is_linear=0 shrinkage=0.0204111 Tree=5276 num_leaves=4 num_cat=0 split_feature=133 15 15 split_gain=2.64516 2.67394 0.786016 threshold=0.11329500000000002 -0.095804999999999987 -0.13783499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010850205873650339 0.00018157236515588203 3.7777392832390553e-05 -0.00046461546027400357 leaf_weight=27.097975390526699 0.28217230481095645 75.595696678232343 2.4371468643803373 leaf_count=468 24 1742 287 internal_value=0 -8.97778e-07 -0.000393034 internal_weight=0 102.694 2.71932 internal_count=2521 2210 311 is_linear=0 shrinkage=0.000400217 Tree=5277 num_leaves=3 num_cat=0 split_feature=3 52 split_gain=4.09153 4.51362 threshold=-0.51735999999999993 -0.40306999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00049565073431169818 -0.00041167633838839324 4.0214228713184342e-05 leaf_weight=2.9206043602898708 3.5625978218668015 97.074508100711682 leaf_count=22 259 2197 internal_value=0 2.37774e-05 internal_weight=0 100.637 internal_count=2478 2456 is_linear=0 shrinkage=0.000400217 Tree=5278 num_leaves=3 num_cat=0 split_feature=1374 42 split_gain=2.72791 2.80861 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032848680379987905 -0.00015045243198682365 4.4729598443348118e-05 leaf_weight=3.6461413081269702 13.515590003531541 88.42412765379413 leaf_count=46 687 1763 internal_value=0 1.87149e-05 internal_weight=0 101.94 internal_count=2496 2450 is_linear=0 shrinkage=0.000400217 Tree=5279 num_leaves=4 num_cat=0 split_feature=147 0 4 split_gain=3.93479 3.89149 1.05707 threshold=0.089365000000000014 -0.061889999999999994 0.04735000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003937776311363249 0.0031678684338872702 0.0048010000949347906 0.020145027338294989 leaf_weight=63.353093482524855 2.3058997154003 31.792719759687316 4.7123501808382571 leaf_count=1926 50 446 55 internal_value=0 -0.00101553 0.0147044 internal_weight=0 95.1458 7.01825 internal_count=2477 2372 105 is_linear=0 shrinkage=0.0204111 Tree=5280 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=2.90063 3.60678 3.52428 threshold=-1.0000000180025095e-35 -0.24269999999999997 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040879970767195288 0.00025129895202740733 -3.6339380363826839e-05 0.00034441867111199956 leaf_weight=5.6711654912069198 7.5017079628305501 84.164896935624711 1.1123430859297512 leaf_count=374 184 1902 11 internal_value=0 -1.25221e-05 -0.000281702 internal_weight=0 91.6666 6.78351 internal_count=2471 2086 385 is_linear=0 shrinkage=0.000400217 Tree=5281 num_leaves=4 num_cat=0 split_feature=1 13 16 split_gain=3.39486 4.96977 4.54593 threshold=0.094405000000000003 0.12388500000000001 0.0057500000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012295771736579644 0.0001450678771376757 0.00020870019781414812 -0.0001371049590117421 leaf_weight=45.235829306897358 36.876087151176762 8.506112515809944 12.050811280088963 leaf_count=1634 478 99 264 internal_value=0 -7.01391e-05 7.54137e-05 internal_weight=0 53.7419 48.9269 internal_count=2475 1733 742 is_linear=0 shrinkage=0.000400217 Tree=5282 num_leaves=4 num_cat=0 split_feature=1 1374 16 split_gain=5.0481 3.25951 2.78065 threshold=0.11588000000000001 -0.094929999999999987 -0.063814999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045177222632499067 0.00031785275259393686 -3.4908948656010977e-05 6.3848922582357785e-06 leaf_weight=3.0126865541096768 10.263350495515626 79.085406902500836 8.2434201946889498 leaf_count=42 188 2113 137 internal_value=0 -5.08007e-05 0.000179989 internal_weight=0 82.0981 18.5068 internal_count=2480 2155 325 is_linear=0 shrinkage=0.000400217 Tree=5283 num_leaves=4 num_cat=0 split_feature=160 12 42 split_gain=3.44747 4.5073 3.49954 threshold=-0.091944999999999985 -0.077034999999999978 -0.0044549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040367496445408162 -0.00016708340858114532 -0.00035430155924896393 5.8548512333336145e-05 leaf_weight=1.4091733820096122 12.573751398398597 7.4651166168332548 83.36395626727608 leaf_count=30 604 334 1493 internal_value=0 -0.00023041 2.88165e-05 internal_weight=0 8.87429 95.9377 internal_count=2461 364 2097 is_linear=0 shrinkage=0.000400217 Tree=5284 num_leaves=4 num_cat=0 split_feature=457 0 49 split_gain=4.71896 3.607 2.48897 threshold=-0.0046349999999999994 -0.10674499999999999 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041793165700224695 0.00011801636441754065 -3.9904962033625786e-05 2.779703159241321e-05 leaf_weight=6.0912082378345076 40.037695644787163 54.672849555237917 2.9464768807520141 leaf_count=149 400 1882 47 internal_value=0 2.69148e-05 -0.000274053 internal_weight=0 94.7105 9.03769 internal_count=2478 2282 196 is_linear=0 shrinkage=0.000400217 Tree=5285 num_leaves=4 num_cat=0 split_feature=160 15 15 split_gain=3.26965 3.20412 0.0475089 threshold=-0.25833999999999996 -0.25061999999999995 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020546945028700371 0.00025934419242172802 3.1763207218928617e-06 -0.00044367002086020117 leaf_weight=0.45682164886966381 8.4292717472417262 92.758037852625421 2.2383708022971396 leaf_count=15 182 2037 188 internal_value=0 2.47791e-05 -0.000413102 internal_weight=0 101.187 2.69519 internal_count=2422 2219 203 is_linear=0 shrinkage=0.000400217 Tree=5286 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=2.95857 3.8995 2.08817 threshold=-0.23078999999999997 -0.061684999999999997 0.11018500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040078847303471932 -7.4232067774185275e-05 9.8275943952952631e-05 2.297857208475184e-05 leaf_weight=4.8789175797719491 58.366434610579745 32.628330143401399 4.4441412230953574 leaf_count=46 1927 440 31 internal_value=0 -1.23305e-05 0.000223103 internal_weight=0 90.9948 9.32306 internal_count=2444 2367 77 is_linear=0 shrinkage=0.000400217 Tree=5287 num_leaves=4 num_cat=0 split_feature=1429 14 160 split_gain=2.80009 2.52781 0.793834 threshold=-1.0000000180025095e-35 0.062655000000000016 -0.087874999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012154409853613445 0.0019668146837564806 -0.017891186313229796 -0.029218986313973679 leaf_weight=0.58407798124972066 97.282963214682241 2.6345108503519432 1.5051278779865231 leaf_count=33 2269 85 97 internal_value=0 0.00142378 -0.0218501 internal_weight=0 99.9175 2.08921 internal_count=2484 2354 130 is_linear=0 shrinkage=0.0204111 Tree=5288 num_leaves=3 num_cat=0 split_feature=1456 457 split_gain=3.2104 3.10815 threshold=-1.0000000180025095e-35 -0.15747999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021281438521625534 0.017993100568862629 -0.0011052903192653376 leaf_weight=3.0434036878505131 3.5855195834301403 88.971156793944829 leaf_count=235 26 2218 internal_value=0 -0.000344598 internal_weight=0 92.5567 internal_count=2479 2244 is_linear=0 shrinkage=0.0204111 Tree=5289 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=3.3253 5.63389 2.3799 threshold=0.094405000000000003 -0.017484999999999997 -0.073334999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1544317174368332e-05 0.00015755561365857288 -0.00019860997518982549 -2.3225442619643054e-05 leaf_weight=27.887305103395192 28.017767378099961 25.366673844844627 19.882530748611316 leaf_count=1042 403 695 327 internal_value=0 -6.25327e-05 8.26376e-05 internal_weight=0 53.254 47.9003 internal_count=2467 1737 730 is_linear=0 shrinkage=0.000400217 Tree=5290 num_leaves=4 num_cat=0 split_feature=42 1 159 split_gain=2.66432 4.48835 3.35672 threshold=-1.0000000180025095e-35 0.11400500000000001 0.094480000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013982792891606749 0.0035596444693233331 0.01067888287459806 -0.012144158844210504 leaf_weight=10.493783311409059 82.30714161364449 4.2347341752611092 5.9809546274918821 leaf_count=637 1562 43 226 internal_value=0 -0.00686501 0.00248178 internal_weight=0 14.7285 88.2881 internal_count=2468 680 1788 is_linear=0 shrinkage=0.0204111 Tree=5291 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.96419 3.38831 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040098192533220448 0.00080945684155470392 9.5590450061263937e-06 leaf_weight=2.6897572257075799 0.74354929756373067 99.911296008955105 leaf_count=227 3 2210 internal_value=0 1.63609e-05 internal_weight=0 100.655 internal_count=2440 2213 is_linear=0 shrinkage=0.000400217 Tree=5292 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=3.67815 3.02869 0.0924576 threshold=0.25619500000000001 0.14198000000000002 0.16983500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013724680798129376 -0.02001342559046769 0.018731467865829372 -0.034812514237717737 leaf_weight=96.272379148475011 1.4237681272679759 3.567499565149773 0.65108852647244919 leaf_count=2316 143 37 5 internal_value=0 0.000557202 -0.026202 internal_weight=0 99.8399 2.07486 internal_count=2501 2353 148 is_linear=0 shrinkage=0.0204111 Tree=5293 num_leaves=4 num_cat=0 split_feature=12 151 12 split_gain=3.36584 2.97955 2.00162 threshold=0.11610500000000001 -0.28286499999999998 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037387386972254804 -0.00079620535211964748 3.1689185547562477e-05 -0.00016254939464735018 leaf_weight=2.8771415956143747 1.0682899642852128 99.222644724068232 2.7236124542760081 leaf_count=57 47 2314 79 internal_value=0 1.98635e-05 -0.000358785 internal_weight=0 102.1 3.7919 internal_count=2497 2371 126 is_linear=0 shrinkage=0.000400217 Tree=5294 num_leaves=3 num_cat=0 split_feature=1210 42 split_gain=2.68279 2.34126 threshold=-0.08107499999999998 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048497560849938349 -0.00053498008059355158 3.5065314267389107e-05 leaf_weight=1.5412028900464054 1.0551681431243185 105.09325416552019 leaf_count=109 8 2359 internal_value=0 2.8841e-05 internal_weight=0 106.148 internal_count=2476 2367 is_linear=0 shrinkage=0.000400217 Tree=5295 num_leaves=4 num_cat=0 split_feature=13 13 456 split_gain=2.70798 7.22585 3.35053 threshold=-0.084024999999999975 -0.084804999999999978 0.087015000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0033503573785388574 -0.00066731735986895761 0.047121062210757167 -0.024704177462801537 leaf_weight=27.457018732231521 69.966686330721132 1.5565394084405841 2.3907300732098511 leaf_count=673 1668 45 59 internal_value=0 0.00587072 -0.00149845 internal_weight=0 29.0136 72.3574 internal_count=2445 718 1727 is_linear=0 shrinkage=0.0204111 Tree=5296 num_leaves=4 num_cat=0 split_feature=1 0 42 split_gain=3.32426 4.18191 3.59532 threshold=0.11588000000000001 -0.22961999999999996 -0.0044549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010633300262420214 -0.020513531804003355 0.012633702168038462 0.0020606090476457204 leaf_weight=10.574262315596568 1.6382349519990409 17.914558909687912 71.328928620030638 leaf_count=642 9 327 1502 internal_value=0 0.00975547 0.000409459 internal_weight=0 19.5528 81.9032 internal_count=2480 336 2144 is_linear=0 shrinkage=0.0204111 Tree=5297 num_leaves=4 num_cat=0 split_feature=457 52 43 split_gain=3.31868 4.78771 3.35129 threshold=0.080930000000000016 -0.087044999999999983 -0.053234999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.9153149980914602e-05 -0.00031339481841452836 0.00025511488466811223 -8.4961695610790406e-05 leaf_weight=32.441980830168177 2.7085560311097678 15.225490274489855 51.29526504122623 leaf_count=1022 55 159 1210 internal_value=0 0.000167842 -2.13586e-05 internal_weight=0 17.934 83.7372 internal_count=2446 214 2232 is_linear=0 shrinkage=0.000400217 Tree=5298 num_leaves=4 num_cat=0 split_feature=457 49 12 split_gain=2.61654 3.14864 2.87472 threshold=-1.0000000180025095e-35 -0.006494999999999999 0.11610500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016921608375104695 0.0026459736835865279 0.0060292611040734427 -0.013976397398071763 leaf_weight=6.8613085407414474 90.408599928334297 3.8010039610089716 4.4420882521262675 leaf_count=156 2169 50 126 internal_value=0 -0.00876223 0.00185195 internal_weight=0 10.6623 94.8507 internal_count=2501 206 2295 is_linear=0 shrinkage=0.0204111 Tree=5299 num_leaves=4 num_cat=0 split_feature=15 49 151 split_gain=2.74355 5.74612 2.97011 threshold=0.084050000000000014 -0.14750499999999997 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037750109223986411 0.00012938072896258871 -0.00045025232538339319 3.3515942139284889e-05 leaf_weight=2.7950331169195115 4.901780466287164 5.9856933914925303 90.217624838624033 leaf_count=58 45 821 1592 internal_value=0 -0.000190628 2.07258e-05 internal_weight=0 10.8875 93.0127 internal_count=2516 866 1650 is_linear=0 shrinkage=0.000400217 Tree=5300 num_leaves=4 num_cat=0 split_feature=457 49 0 split_gain=2.97977 3.98844 3.03324 threshold=-1.0000000180025095e-35 0.0031650000000000007 0.37339500000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038388511734537668 1.3062868405303238e-05 0.00021976912684346789 -0.00053528323517164497 leaf_weight=6.9069685154536256 91.648796308611054 2.2546049442025833 1.5328056663274754 leaf_count=173 2256 31 11 internal_value=0 -0.00023447 3.41116e-06 internal_weight=0 9.16157 93.1816 internal_count=2471 204 2267 is_linear=0 shrinkage=0.000400217 Tree=5301 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=3.66876 6.73035 3.68118 threshold=0.089965000000000017 -0.070104999999999987 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020506050622389022 1.6570976104879185e-05 0.00013298513445309307 0.00025239952816379286 leaf_weight=26.355157968908316 46.405220647829992 14.563221844524376 13.63637888344965 leaf_count=1109 979 206 158 internal_value=0 -8.47124e-05 7.05014e-05 internal_weight=0 40.9184 60.0416 internal_count=2452 1315 1137 is_linear=0 shrinkage=0.000400217 Tree=5302 num_leaves=4 num_cat=0 split_feature=3 1 42 split_gain=3.16614 6.72843 4.30307 threshold=-0.097754999999999995 0.094405000000000003 0.094095000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0089689349836256822 -0.0091978676566603634 0.0034179642177185657 -0.010906514405915503 leaf_weight=24.132063996803485 33.973888379550772 36.351433938660193 5.4830934542696914 leaf_count=309 1548 588 62 internal_value=0 -0.00268163 0.00526188 internal_weight=0 70.3253 29.6152 internal_count=2507 2136 371 is_linear=0 shrinkage=0.0204111 Tree=5303 num_leaves=3 num_cat=0 split_feature=3 132 split_gain=3.31248 3.15735 threshold=0.26577500000000004 0.081240000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0026914104936473227 0.020177504726218216 0.0094606355467052993 leaf_weight=84.504979296139936 2.944232600653776 9.8454443736409285 leaf_count=2121 101 227 internal_value=0 -0.00141364 internal_weight=0 94.3504 internal_count=2449 2348 is_linear=0 shrinkage=0.0204111 Tree=5304 num_leaves=4 num_cat=0 split_feature=42 1 43 split_gain=3.05014 6.81738 3.29137 threshold=0.091735000000000025 0.12835000000000002 0.095890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.865484295480194e-05 -0.00027944463563021405 0.00045564821328074204 0.00028435980339201446 leaf_weight=82.71190828277031 11.854593256830411 2.326700208708643 8.0989085955734463 leaf_count=1795 471 63 179 internal_value=0 -0.000156215 4.26726e-05 internal_weight=0 14.1813 90.8108 internal_count=2508 534 1974 is_linear=0 shrinkage=0.000400217 Tree=5305 num_leaves=4 num_cat=0 split_feature=42 44 160 split_gain=3.73765 3.70692 2.70816 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.073574999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012807295802867819 5.3252568653984955e-05 -0.0004251792865548085 -0.0003005802850667237 leaf_weight=3.0750911858704049 87.251954907595064 2.5621739593334487 9.3423989855291421 leaf_count=95 1742 41 583 internal_value=0 3.90917e-05 -0.000194232 internal_weight=0 89.8141 12.4175 internal_count=2461 1783 678 is_linear=0 shrinkage=0.000400217 Tree=5306 num_leaves=4 num_cat=0 split_feature=457 43 3 split_gain=2.81537 5.23582 3.57294 threshold=0.080930000000000016 -0.053234999999999998 0.090810000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005288923045105154 -0.0014464241404460001 -0.0050372455783996963 0.016614086672687968 leaf_weight=33.88568818414933 8.7852391970809567 51.255880415050342 9.3473739395849389 leaf_count=1036 146 1247 62 internal_value=0 -0.000925961 0.00790861 internal_weight=0 85.1416 18.1326 internal_count=2491 2283 208 is_linear=0 shrinkage=0.0204111 Tree=5307 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=3.25573 4.87688 3.07579 threshold=-0.049149999999999992 -1.0000000180025095e-35 -0.088284999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3316991629587865e-06 -0.0003418037849983762 -1.5904062387427515e-05 0.00022701125915777377 leaf_weight=22.498404648817086 8.3735921580446284 55.284896561548521 15.236929558319387 leaf_count=556 259 1477 215 internal_value=0 -5.92975e-05 8.88787e-05 internal_weight=0 63.6585 37.7353 internal_count=2507 1736 771 is_linear=0 shrinkage=0.000400217 Tree=5308 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=3.13698 3.45145 threshold=-0.53670499999999988 0.11588000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00047553003173060561 -5.1360332514604944e-05 0.00013503498689925472 leaf_weight=2.0190759003162375 81.693059589233599 19.643539559678175 leaf_count=14 2137 327 internal_value=0 -1.51195e-05 internal_weight=0 101.337 internal_count=2478 2464 is_linear=0 shrinkage=0.000400217 Tree=5309 num_leaves=3 num_cat=0 split_feature=51 3 split_gain=2.96393 3.01751 threshold=0.15177500000000002 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00794379315428651 -0.021791244242570087 -0.00044902278130041481 leaf_weight=23.068300956729217 2.2207067766794344 77.523364224289253 leaf_count=259 62 2122 internal_value=0 0.00148236 internal_weight=0 100.592 internal_count=2443 2381 is_linear=0 shrinkage=0.0204111 Tree=5310 num_leaves=4 num_cat=0 split_feature=0 13 49 split_gain=2.86429 4.23601 3.34823 threshold=-0.0029549999999999997 -0.10939499999999998 0.0037600000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0074929223292974478 0.0011817632663693393 -0.0051595353969007022 0.02092194596314656 leaf_weight=13.204031227389349 16.324452076049059 64.146890947384236 4.4786677818046874 leaf_count=195 233 1984 29 internal_value=0 -0.00299201 0.00552085 internal_weight=0 77.3509 20.8031 internal_count=2441 2179 262 is_linear=0 shrinkage=0.0204111 Tree=5311 num_leaves=3 num_cat=0 split_feature=33 51 split_gain=2.85612 2.78671 threshold=-1.0000000180025095e-35 -0.40274499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022047630436235074 -0.021680469541629513 0.0011571349938779747 leaf_weight=2.2516723289154461 2.1649395709973751 99.615140311238065 leaf_count=27 93 2337 internal_value=0 0.000648071 internal_weight=0 101.78 internal_count=2457 2430 is_linear=0 shrinkage=0.0204111 Tree=5312 num_leaves=4 num_cat=0 split_feature=4 47 0 split_gain=3.22254 5.39735 3.75646 threshold=-0.23071499999999998 0.085270000000000026 -0.0029549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032424485762897528 5.3331923964680733e-07 0.00021749764861320669 0.00033428946684622914 leaf_weight=10.802832002285866 79.753045351426408 3.9453026114497325 5.6819443996064356 leaf_count=163 2162 35 83 internal_value=0 -0.000178775 2.31386e-05 internal_weight=0 14.7481 85.435 internal_count=2443 198 2245 is_linear=0 shrinkage=0.000400217 Tree=5313 num_leaves=4 num_cat=0 split_feature=157 157 1 split_gain=2.86276 3.56812 1.45883 threshold=-0.084489999999999996 -0.077234999999999984 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045165253649152658 0.00023946969368903595 -1.5631696943380733e-05 7.935329561587638e-05 leaf_weight=3.204171353034325 9.660757043049669 86.557162004064594 1.0646879770793019 leaf_count=173 108 2164 22 internal_value=0 1.02303e-05 -0.000320572 internal_weight=0 96.2179 4.26886 internal_count=2467 2272 195 is_linear=0 shrinkage=0.000400217 Tree=5314 num_leaves=4 num_cat=0 split_feature=3 1 52 split_gain=3.01057 4.78082 3.4935 threshold=-0.10072999999999999 0.088975000000000012 0.092120000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017443997615797203 -0.00018588614507871766 2.7556170694443171e-05 -0.00017211449240141463 leaf_weight=23.85606900849962 25.004033652723592 50.748367341147969 5.6879693294176823 leaf_count=288 1366 786 61 internal_value=0 -4.30663e-05 0.000107322 internal_weight=0 75.7524 29.544 internal_count=2501 2152 349 is_linear=0 shrinkage=0.000400217 Tree=5315 num_leaves=4 num_cat=0 split_feature=49 43 15 split_gain=3.18887 4.15653 3.49667 threshold=-0.085949999999999985 -0.11777499999999998 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012309462860321157 0.0016212663563854896 -0.017384085185143373 -0.025531924513473886 leaf_weight=2.4621472875587633 88.645834195329371 8.4322475382068642 1.9089901597108099 leaf_count=26 2115 125 167 internal_value=0 -0.0106163 0.00101803 internal_weight=0 10.8944 90.5548 internal_count=2433 151 2282 is_linear=0 shrinkage=0.0204111 Tree=5316 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=3.26185 3.15079 threshold=0.076175000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.005110686955376139 -0.025340043248582012 0.0029892605929706544 leaf_weight=27.919671493695205 1.9385943261440832 69.789197911362862 leaf_count=1297 72 1138 internal_value=0 0.000671553 internal_weight=0 97.7089 internal_count=2507 2435 is_linear=0 shrinkage=0.0204111 Tree=5317 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=3.43334 6.78447 4.84405 threshold=-0.084024999999999975 -0.084804999999999978 -0.037429999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.115029153164535e-05 -0.00031077681219054932 0.00091117640626731729 -3.4572374786049555e-06 leaf_weight=26.789257264819756 9.3914955625004932 1.524104955504298 60.625021970103262 leaf_count=686 593 44 1128 internal_value=0 0.00011978 -4.51092e-05 internal_weight=0 28.3134 70.0165 internal_count=2451 730 1721 is_linear=0 shrinkage=0.000400217 Tree=5318 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=4.0052 6.75181 4.04856 threshold=-0.10674499999999999 0.11951500000000001 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015776135434867689 -0.00020396508548902213 -0.00035122533206536629 1.8850375956558603e-05 leaf_weight=40.431671033642488 19.070099637348903 4.5475963226563172 40.886445870397438 leaf_count=404 1246 41 803 internal_value=0 0.000105556 -5.22676e-05 internal_weight=0 44.9793 59.9565 internal_count=2494 445 2049 is_linear=0 shrinkage=0.000400217 Tree=5319 num_leaves=4 num_cat=0 split_feature=1447 4 483 split_gain=2.97593 3.05678 0.598709 threshold=-1.0000000180025095e-35 0.50444000000000011 0.10018500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044943480571699108 4.073586136696523e-07 0.00033040352153286529 -6.9019769117989477e-06 leaf_weight=2.6011335699440674 94.007944358250825 4.6100179511704473 0.60183726540708438 leaf_count=196 2090 138 33 internal_value=0 1.61906e-05 -0.000369325 internal_weight=0 98.618 3.20297 internal_count=2457 2228 229 is_linear=0 shrinkage=0.000400217 Tree=5320 num_leaves=4 num_cat=0 split_feature=15 1365 3 split_gain=4.18842 3.80833 1.50122 threshold=-0.25061999999999995 0.084635000000000016 0.11762000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037262331876087874 1.7723033827090122e-05 -0.00049630984343268915 2.6227842600567072e-07 leaf_weight=7.126961584959643 94.784670474553423 2.2541855331510297 2.2808156379323918 leaf_count=145 2249 40 55 internal_value=0 5.22395e-06 0.000283413 internal_weight=0 97.0389 9.40778 internal_count=2489 2289 200 is_linear=0 shrinkage=0.000400217 Tree=5321 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=4.55855 6.03437 2.57403 threshold=-0.097754999999999995 -0.077724999999999975 0.084165000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.8025639746771386e-05 -0.00033897821735068723 -1.5605814995842613e-05 0.00018702638703274686 leaf_weight=7.8090549724292968 10.771880494794457 61.397654460437479 22.880812343100843 leaf_count=94 1080 1020 273 internal_value=0 -6.43221e-05 0.000119545 internal_weight=0 72.1695 30.6899 internal_count=2467 2100 367 is_linear=0 shrinkage=0.000400217 Tree=5322 num_leaves=4 num_cat=0 split_feature=43 43 0 split_gain=2.90214 3.79129 3.11943 threshold=-0.083814999999999987 -0.085784999999999986 -0.12118 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7653480761095015e-05 3.8933174169803859e-05 0.00063195556633075152 -0.00012560665248496008 leaf_weight=25.990528662987348 33.145766390276549 1.8727587947505515 41.411428202081879 leaf_count=524 315 94 1561 internal_value=0 9.86285e-05 -5.25088e-05 internal_weight=0 27.8633 74.5572 internal_count=2494 618 1876 is_linear=0 shrinkage=0.000400217 Tree=5323 num_leaves=3 num_cat=0 split_feature=48 13 split_gain=3.17182 2.62971 threshold=-0.097454999999999986 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021325086119406492 0.0072314465191199275 -0.00010158522318057169 leaf_weight=2.3612788098980664 28.908756335353246 68.368510385866102 leaf_count=39 741 1679 internal_value=0 0.00208345 internal_weight=0 97.2773 internal_count=2459 2420 is_linear=0 shrinkage=0.0204111 Tree=5324 num_leaves=3 num_cat=0 split_feature=1375 2 split_gain=4.34193 3.3299 threshold=-0.43429999999999996 0.14846500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.034098093926749638 -0.00066027744788750412 0.017429902893388562 leaf_weight=1.4559976460877795 97.065246991853201 4.320542927918722 leaf_count=11 2369 102 internal_value=0 0.000129011 internal_weight=0 101.386 internal_count=2482 2471 is_linear=0 shrinkage=0.0204111 Tree=5325 num_leaves=3 num_cat=0 split_feature=52 13 split_gain=4.63083 3.80406 threshold=-0.29521499999999995 0.087840000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021707156083252962 -0.0015066381354509814 0.009909009758682235 leaf_weight=4.0552102754008947 76.971922630560584 14.327443892867448 leaf_count=269 1992 197 internal_value=0 0.000294742 internal_weight=0 91.2994 internal_count=2458 2189 is_linear=0 shrinkage=0.0204111 Tree=5326 num_leaves=4 num_cat=0 split_feature=3 1 0 split_gain=4.62141 6.24777 4.55149 threshold=-0.12118 0.089105000000000018 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.2209048121436562e-05 -0.00018932237087119534 4.0941138993773278e-05 0.00029010363411947118 leaf_weight=8.1093296683902754 30.282535475897021 49.715600369323511 14.640832248842342 leaf_count=129 1433 784 144 internal_value=0 -4.63657e-05 0.00015764 internal_weight=0 79.9981 22.7502 internal_count=2490 2217 273 is_linear=0 shrinkage=0.000400217 Tree=5327 num_leaves=3 num_cat=0 split_feature=39 12 split_gain=2.50804 3.63777 threshold=0.16946000000000003 0.12477500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.6955432763321907e-05 0.022892846189429369 -0.023865499000376128 leaf_weight=99.23145781869971 1.8236192133044813 2.604189171386678 leaf_count=2410 18 65 internal_value=0 -0.000560851 internal_weight=0 101.836 internal_count=2493 2475 is_linear=0 shrinkage=0.0204111 Tree=5328 num_leaves=3 num_cat=0 split_feature=457 1373 split_gain=3.06703 3.14122 threshold=-0.15747999999999998 0.092985000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003806994259062292 1.56511787165392e-05 -0.00054783455117627788 leaf_weight=3.524417250242549 95.202325443780865 1.4994548647664476 leaf_count=29 2428 18 internal_value=0 6.2903e-06 internal_weight=0 96.7018 internal_count=2475 2446 is_linear=0 shrinkage=0.000400217 Tree=5329 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.1685 9.24008 6.11659 threshold=-0.10674499999999999 -0.069954999999999976 -0.015319999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058414783567770144 -0.013568789836399843 0.003419464748147093 0.015874602205578767 leaf_weight=30.252822094502335 20.824060990264115 36.667197915092402 13.535038081521632 leaf_count=327 1422 601 118 internal_value=0 -0.00274831 0.00453084 internal_weight=0 57.4913 43.7879 internal_count=2468 2023 445 is_linear=0 shrinkage=0.0204111 Tree=5330 num_leaves=4 num_cat=0 split_feature=4 376 3 split_gain=4.06135 4.23109 2.06679 threshold=0.27626000000000001 0.048375000000000008 0.11967000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025415597682006824 0.013680170308608467 0.014580552038049425 -0.003557303111076764 leaf_weight=75.97297540162981 12.885579001595035 6.4173131044954053 3.6778188584721638 leaf_count=2120 197 92 62 internal_value=0 -0.00118995 0.00985449 internal_weight=0 82.3903 16.5634 internal_count=2471 2212 259 is_linear=0 shrinkage=0.0204111 Tree=5331 num_leaves=4 num_cat=0 split_feature=42 51 3 split_gain=3.78111 4.76851 3.04284 threshold=0.077855000000000021 0.11178000000000002 -0.12118 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021870714929788846 -0.00017350331390995831 0.000274302790331403 1.7778985222305846e-05 leaf_weight=15.287230385765723 25.726665515416247 4.3643173747404935 55.989439334465715 leaf_count=169 1090 94 1086 internal_value=0 -0.000107779 6.1149e-05 internal_weight=0 30.091 71.2767 internal_count=2439 1184 1255 is_linear=0 shrinkage=0.000400217 Tree=5332 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=4.29559 5.77218 3.3148 threshold=0.094435000000000005 0.091085000000000013 0.079825000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013695240648569414 3.9037422898631965e-05 0.00018221447661419214 0.00028116094760888949 leaf_weight=40.529534564782807 36.167286207986763 11.581581153324803 11.991765889571978 leaf_count=1641 561 74 175 internal_value=0 -6.57797e-05 9.98393e-05 internal_weight=0 52.1111 48.1591 internal_count=2451 1715 736 is_linear=0 shrinkage=0.000400217 Tree=5333 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=2.93126 7.04661 3.96275 threshold=0.099515000000000006 0.090810000000000016 -0.053009999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013499945218190977 0.00024243867546646145 0.00019138042348052075 -1.253701475582795e-05 leaf_weight=43.870208060652658 15.474634980113477 13.852075335104017 26.103900014888495 leaf_count=1732 273 86 371 internal_value=0 -5.64566e-05 8.27557e-05 internal_weight=0 57.7223 41.5785 internal_count=2462 1818 644 is_linear=0 shrinkage=0.000400217 Tree=5334 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=2.69911 3.63405 2.25073 threshold=0.14121000000000003 -0.10115999999999999 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2572002267709222e-05 -0.00014689989714921435 -9.282067686992992e-05 0.00027926114302629686 leaf_weight=26.827737298364809 2.5673498281103093 63.530908979017113 7.8296782330144179 leaf_count=344 54 1976 90 internal_value=0 -4.07084e-05 0.000173585 internal_weight=0 90.3586 10.397 internal_count=2464 2320 144 is_linear=0 shrinkage=0.000400217 Tree=5335 num_leaves=4 num_cat=0 split_feature=480 1 0 split_gain=3.01225 2.67384 0.568131 threshold=0.084710000000000021 0.094405000000000003 -0.15687999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012082911013115505 0.0026625954705949296 0.005529705086900906 -0.021726331540322937 leaf_weight=52.053049967969855 0.43906444590538773 46.247565077617764 2.6183905283760387 leaf_count=1589 11 702 178 internal_value=0 0.00196442 -0.0182536 internal_weight=0 98.3006 3.05745 internal_count=2480 2291 189 is_linear=0 shrinkage=0.0204111 Tree=5336 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=3.12383 8.98332 3.96556 threshold=1.0000000180025095e-35 0.0060650000000000009 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015896130584701025 0.0057093327619549133 0.0061975305118578961 -0.0053104018790574564 leaf_weight=15.095220973460529 55.174513080630277 15.372729762239031 17.948112114507239 leaf_count=992 946 296 238 internal_value=0 -0.00476681 0.00300053 internal_weight=0 30.468 73.1226 internal_count=2472 1288 1184 is_linear=0 shrinkage=0.0204111 Tree=5337 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=2.44595 3.06526 threshold=-0.28286499999999998 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019229075254615518 -0.00058828546039564091 0.012619288784147534 leaf_weight=2.5771342631560392 88.15428948157205 7.8710299534614014 leaf_count=51 2259 150 internal_value=0 0.000507753 internal_weight=0 96.0253 internal_count=2460 2409 is_linear=0 shrinkage=0.0204111 Tree=5338 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=3.32611 5.16369 3.8281 threshold=-0.032264999999999995 -0.11047999999999998 0.085995000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0074974384441967041 0.008197248430783878 -0.0079301492281051086 0.0062762460482660484 leaf_weight=10.353124822868265 10.865608333435373 33.547997851084801 42.819694212332251 leaf_count=490 126 1257 582 internal_value=0 -0.00397396 0.00358429 internal_weight=0 44.4136 53.1728 internal_count=2455 1383 1072 is_linear=0 shrinkage=0.0204111 Tree=5339 num_leaves=4 num_cat=0 split_feature=123 1 42 split_gain=3.92186 2.94812 1.57534 threshold=1.0000000180025095e-35 0.13662500000000002 -0.076394999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034021999673037179 -0.001424892528791816 0.012699875169676128 0.016068558351530822 leaf_weight=83.202354501489026 3.0314778853207827 4.9137280488503157 7.0798252894310263 leaf_count=2179 26 96 190 internal_value=0 -0.0024893 0.0108657 internal_weight=0 88.1161 10.1113 internal_count=2491 2275 216 is_linear=0 shrinkage=0.0204111 Tree=5340 num_leaves=4 num_cat=0 split_feature=12 43 12 split_gain=3.14505 3.84104 1.47547 threshold=0.11610500000000001 -0.18545499999999995 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013386612376716393 -0.034964816515766411 -0.0006172246148835013 -0.0082980143928486887 leaf_weight=8.8761108650360239 1.2761627102445339 88.482990567063098 2.5599095308389224 leaf_count=119 48 2229 76 internal_value=0 0.000673399 -0.0179094 internal_weight=0 97.3591 3.83607 internal_count=2472 2348 124 is_linear=0 shrinkage=0.0204111 Tree=5341 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=2.86237 4.03907 3.83169 threshold=-0.10674499999999999 -0.015319999999999999 -0.075379999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023043967698765857 -0.010946648446187342 0.012978861288233241 0.00053587084080836741 leaf_weight=32.639379471082066 17.864912098833884 13.574205078242811 37.051837428116414 leaf_count=323 1242 130 772 internal_value=0 0.00367149 -0.00321417 internal_weight=0 46.2136 54.9167 internal_count=2467 453 2014 is_linear=0 shrinkage=0.0204111 Tree=5342 num_leaves=4 num_cat=0 split_feature=1456 1210 133 split_gain=2.68019 2.65756 0.4614 threshold=1.0000000180025095e-35 -0.08107499999999998 0.085205000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024677330834697919 -0.022987683911056964 0.0014187643018826169 -0.0026976255672978961 leaf_weight=1.5416603533085425 2.2066528605428171 97.032180168214836 0.62520642593153741 leaf_count=112 88 2128 123 internal_value=0 0.000983095 -0.0187811 internal_weight=0 98.5738 2.83186 internal_count=2451 2240 211 is_linear=0 shrinkage=0.0204111 Tree=5343 num_leaves=4 num_cat=0 split_feature=43 403 132 split_gain=3.23115 2.94575 0.22558 threshold=0.25619500000000001 -0.088654999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019184894884006015 -0.013682536728133167 0.00050372515938946875 -0.029044681166853374 leaf_weight=3.1654958575600167 1.0192373045283603 92.903217456419952 1.4098407444616887 leaf_count=317 95 2033 48 internal_value=0 -0.0001666 -0.0234857 internal_weight=0 96.0687 2.42908 internal_count=2493 2350 143 is_linear=0 shrinkage=0.0204111 Tree=5344 num_leaves=4 num_cat=0 split_feature=131 132 42 split_gain=2.80376 3.66432 2.66478 threshold=0.08844500000000001 0.081240000000000021 0.098225000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057984700080483751 -0.017696769633558953 0.014223816276179163 0.0092878651014396806 leaf_weight=80.689440621521499 6.5159254778118321 7.5116160369361742 1.9024616102688012 leaf_count=1969 330 129 32 internal_value=0 0.000697338 -0.0115567 internal_weight=0 88.2011 8.41839 internal_count=2460 2098 362 is_linear=0 shrinkage=0.0204111 Tree=5345 num_leaves=4 num_cat=0 split_feature=484 13 160 split_gain=3.4636 3.38428 1.98911 threshold=-0.0068949999999999992 -0.5356749999999999 0.51347500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034763909522974169 -0.00043772638528177929 4.9432198477809231e-05 0.00024140410367770688 leaf_weight=5.7412707659386788 2.2311774038826107 91.593976018200919 1.0068101694923823 leaf_count=377 28 2023 29 internal_value=0 3.73396e-05 -0.000257248 internal_weight=0 93.8252 6.74808 internal_count=2457 2051 406 is_linear=0 shrinkage=0.000400217 Tree=5346 num_leaves=3 num_cat=0 split_feature=160 4 split_gain=3.24175 3.03523 threshold=-0.40446999999999994 -0.49121999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022521188395316919 -0.014365526435425085 0.0012281501341299208 leaf_weight=2.5368473441849337 5.3951190450461572 93.253689387034683 leaf_count=187 121 2173 internal_value=0 0.00036001 internal_weight=0 98.6488 internal_count=2481 2294 is_linear=0 shrinkage=0.0204111 Tree=5347 num_leaves=4 num_cat=0 split_feature=1213 42 475 split_gain=3.09572 2.62326 1.53151 threshold=-1.0000000180025095e-35 -0.40186499999999997 -0.085669999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018527508441708633 -0.027428842510570799 0.0027749013501344967 -0.019394294153681185 leaf_weight=0.41146272141486395 1.1019474783097383 95.479591831470316 3.7832395806035484 leaf_count=2 8 2045 390 internal_value=0 0.00239893 -0.0152895 internal_weight=0 96.5815 4.1947 internal_count=2445 2053 392 is_linear=0 shrinkage=0.0204111 Tree=5348 num_leaves=3 num_cat=0 split_feature=38 12 split_gain=3.04175 2.62947 threshold=1.0000000180025095e-35 -0.070844999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010741830730046645 -0.018292361012369224 -0.00011773741423701454 leaf_weight=10.271926110261118 3.4044588011602164 88.087303090193018 leaf_count=234 48 2215 internal_value=0 0.00102728 internal_weight=0 98.3592 internal_count=2497 2449 is_linear=0 shrinkage=0.0204111 Tree=5349 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=6.44974 5.06953 3.81317 threshold=0.084045000000000022 0.18599000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01150459047299243 -0.014129670445420583 0.0025319007739283972 -0.00022101039339711892 leaf_weight=15.395238864177371 21.893549844717199 11.582194013288243 45.313462281308603 leaf_count=311 1524 121 496 internal_value=0 -0.00837575 0.00276821 internal_weight=0 33.4757 60.7087 internal_count=2452 1645 807 is_linear=0 shrinkage=0.0204111 Tree=5350 num_leaves=4 num_cat=0 split_feature=43 16 3 split_gain=3.8108 4.43342 3.75218 threshold=-0.063379999999999978 0.15539500000000003 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00072597971899055749 -0.0011641550930579238 -0.017229033600169447 0.012223431079163785 leaf_weight=21.349707548717561 54.577635290323087 8.1284812379744817 16.419329397511319 leaf_count=748 1192 198 379 internal_value=0 -0.00327361 0.00492301 internal_weight=0 62.7061 37.769 internal_count=2517 1390 1127 is_linear=0 shrinkage=0.0204111 Tree=5351 num_leaves=3 num_cat=0 split_feature=38 1429 split_gain=3.7579 3.03531 threshold=0.082490000000000022 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023738404922679632 -0.021764716999363401 0.0021043727192425498 leaf_weight=1.8208462212896837 2.8482315624132744 93.921527855061868 leaf_count=114 45 2267 internal_value=0 0.00158574 internal_weight=0 95.7424 internal_count=2426 2381 is_linear=0 shrinkage=0.0204111 Tree=5352 num_leaves=3 num_cat=0 split_feature=13 1429 split_gain=2.77002 2.58262 threshold=-0.5356749999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020957716179825822 -0.020434129843997284 0.0018589674429266721 leaf_weight=2.2621890524169421 2.1035398689928106 95.602504446782405 leaf_count=24 127 2334 internal_value=0 0.00135617 internal_weight=0 97.706 internal_count=2485 2461 is_linear=0 shrinkage=0.0204111 Tree=5353 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=3.36431 3.19364 threshold=0.10208000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013526170324269289 -0.024962832917397922 0.00029460713265636561 leaf_weight=8.1900893361307663 1.9449952100403596 89.896026656613685 leaf_count=185 33 2232 internal_value=0 0.00141359 internal_weight=0 98.0861 internal_count=2450 2417 is_linear=0 shrinkage=0.0204111 Tree=5354 num_leaves=4 num_cat=0 split_feature=43 52 15 split_gain=3.16782 3.04925 0.256011 threshold=0.25619500000000001 -0.23778499999999997 -0.14582499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013647825572370089 -0.0094849099087476272 0.0010888265277359381 -0.026902980372344051 leaf_weight=6.1587016640914944 0.6368280143651649 87.006847076991107 1.7995020906491834 leaf_count=296 20 2028 129 internal_value=0 9.94481e-05 -0.0229669 internal_weight=0 93.1655 2.43633 internal_count=2473 2324 149 is_linear=0 shrinkage=0.0204111 Tree=5355 num_leaves=4 num_cat=0 split_feature=160 41 13 split_gain=3.28592 3.30455 0.0166145 threshold=-0.40446999999999994 0.075585000000000013 0.0024700000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044261234260714301 5.0168023806749112e-05 -0.00021825715227295796 -0.00024424777020774064 leaf_weight=2.094190411145973 94.312820226950862 7.855448168469592 0.58464815816114413 leaf_count=159 2142 127 32 internal_value=0 2.93132e-05 -0.000410856 internal_weight=0 102.168 2.67884 internal_count=2460 2269 191 is_linear=0 shrinkage=0.000400217 Tree=5356 num_leaves=4 num_cat=0 split_feature=14 403 3 split_gain=3.41358 2.64203 0.742755 threshold=0.062655000000000016 -0.088654999999999984 -0.0068249999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016098315512948803 -0.034722792029928361 0.00164672224453067 -0.0099436719683706661 leaf_weight=3.5288749376268234 1.1711060134693982 87.687054851092398 1.0341867934621394 leaf_count=318 59 2020 27 internal_value=0 0.000941324 -0.0241444 internal_weight=0 91.2159 2.20529 internal_count=2424 2338 86 is_linear=0 shrinkage=0.0204111 Tree=5357 num_leaves=4 num_cat=0 split_feature=484 1373 13 split_gain=3.95556 3.39293 1.3858 threshold=-0.082244999999999985 0.099250000000000019 -0.16152999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015638537768282345 0.0018263971229395054 -0.026438826327808473 -0.024195990368247919 leaf_weight=0.33102215640246901 92.973599782832025 1.6918602231889952 3.2732334608808733 leaf_count=5 2175 20 238 internal_value=0 0.0012906 -0.0201766 internal_weight=0 94.6655 3.60426 internal_count=2438 2195 243 is_linear=0 shrinkage=0.0204111 Tree=5358 num_leaves=4 num_cat=0 split_feature=484 40 38 split_gain=3.31722 4.06898 2.97723 threshold=-0.0068949999999999992 -0.0095299999999999985 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016957004061507581 0.0012995760425741122 -0.022612970213291693 -0.019096663831400393 leaf_weight=1.2799731779377905 90.568195295563783 5.0740482949331627 2.9710769997909656 leaf_count=16 2004 373 46 internal_value=0 -0.0144863 0.000629676 internal_weight=0 6.35402 93.5393 internal_count=2439 389 2050 is_linear=0 shrinkage=0.0204111 Tree=5359 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=4.12733 5.20393 3.37152 threshold=-0.074459999999999985 0.081245000000000026 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015043436125659849 -0.00012078965225541449 0.0001461799134850182 -0.00026903368867647171 leaf_weight=34.827361471157928 46.225169111290597 15.539202797343021 3.2626403353642663 leaf_count=904 1317 160 91 internal_value=0 -5.34802e-05 0.000113821 internal_weight=0 61.7644 38.09 internal_count=2472 1477 995 is_linear=0 shrinkage=0.000400217 Tree=5360 num_leaves=3 num_cat=0 split_feature=1456 0 split_gain=3.09441 2.96805 threshold=-1.0000000180025095e-35 -0.23078999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041594345028566027 0.00023462196294037773 -8.3480116298565427e-06 leaf_weight=2.6379742047975006 8.7891699626343307 84.451615437035798 leaf_count=219 59 2159 internal_value=0 1.4809e-05 internal_weight=0 93.2408 internal_count=2437 2218 is_linear=0 shrinkage=0.000400217 Tree=5361 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=3.02059 2.74817 threshold=0.30863500000000005 -0.088654999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032709222411306975 0.00039791509149766246 1.3651756502160359e-05 leaf_weight=3.8395271261979351 3.0400916107173535 93.362868475564028 leaf_count=312 107 2050 internal_value=0 -1.68603e-07 internal_weight=0 97.2024 internal_count=2469 2362 is_linear=0 shrinkage=0.000400217 Tree=5362 num_leaves=4 num_cat=0 split_feature=1 44 2 split_gain=2.65346 3.34261 1.2266 threshold=0.13840500000000003 1.0000000180025095e-35 0.13880500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6386730217406976e-05 0.0021413138203721545 -0.024968210402514849 0.02312307924434856 leaf_weight=88.782013673851907 1.9462823798821762 2.1614207385573527 2.8580422879895195 leaf_count=2317 44 38 72 internal_value=0 -0.000529285 0.0148655 internal_weight=0 90.9434 4.80432 internal_count=2471 2355 116 is_linear=0 shrinkage=0.0204111 Tree=5363 num_leaves=4 num_cat=0 split_feature=4 160 12 split_gain=3.90094 3.00862 1.57222 threshold=-0.49367499999999992 -0.091944999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0552659346734884e-05 -0.00019801990660927039 4.5432233134274636e-05 -0.00047335976613844426 leaf_weight=1.4200455630198119 8.8506339527993969 87.608364729931054 3.582450163550674 leaf_count=13 358 1999 108 internal_value=0 2.28905e-05 -0.000335774 internal_weight=0 96.459 5.0025 internal_count=2478 2357 121 is_linear=0 shrinkage=0.000400217 Tree=5364 num_leaves=4 num_cat=0 split_feature=43 13 11 split_gain=5.45889 5.53579 3.52008 threshold=-0.074459999999999985 0.10979500000000002 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0078906904056128633 -0.0055900608771763975 0.016718836048226753 -0.015586201309426288 leaf_weight=34.085744439980772 57.734426316917961 4.9294318245956665 2.7820628101471803 leaf_count=928 1493 33 42 internal_value=0 -0.00380845 0.00607728 internal_weight=0 62.6639 36.8678 internal_count=2496 1526 970 is_linear=0 shrinkage=0.0204111 Tree=5365 num_leaves=4 num_cat=0 split_feature=12 16 4 split_gain=2.96461 5.05171 4.2271 threshold=0.084045000000000022 -0.51097999999999988 -0.0014249999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0098016061031431165 0.014967879476020076 -0.0062554121523386011 -0.0013094887609373467 leaf_weight=26.777749455577577 5.3041262780316165 34.067743817795417 30.332609478937229 leaf_count=393 43 1652 411 internal_value=0 -0.0033619 0.00390924 internal_weight=0 39.3719 57.1104 internal_count=2499 1695 804 is_linear=0 shrinkage=0.0204111 Tree=5366 num_leaves=3 num_cat=0 split_feature=151 133 split_gain=3.44724 3.22182 threshold=-0.28286499999999998 0.099280000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045407178815089119 4.307900268138544e-05 -0.00028918126795136076 leaf_weight=2.3459140091290456 90.528615757240914 4.8174912304748423 leaf_count=53 2017 377 internal_value=0 2.59716e-05 internal_weight=0 95.3461 internal_count=2447 2394 is_linear=0 shrinkage=0.000400217 Tree=5367 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=2.80286 3.58874 threshold=-1.0000000180025095e-35 0.093235000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042440706209739186 1.6644918162364847e-06 -0.0005061738660354331 leaf_weight=2.3242108140839255 95.453575487692433 2.170164603914599 leaf_count=17 2431 32 internal_value=0 -1.01916e-05 internal_weight=0 97.6237 internal_count=2480 2463 is_linear=0 shrinkage=0.000400217 Tree=5368 num_leaves=4 num_cat=0 split_feature=133 1 1 split_gain=3.4078 2.83109 2.59775 threshold=0.10637000000000002 0.13662500000000002 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015246569709166577 -0.026525225993520227 0.015930950816100138 0.013965135842480388 leaf_weight=90.716891338866844 2.7970388894464118 5.9540237440378396 0.77647849771892641 leaf_count=2000 317 122 32 internal_value=0 0.00242935 -0.0175702 internal_weight=0 96.6709 3.57352 internal_count=2471 2122 349 is_linear=0 shrinkage=0.0204111 Tree=5369 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=3.91547 5.49666 3.23318 threshold=0.094405000000000003 0.10812000000000001 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001363242467398021 -0.00025089678642639359 0.00026847446185686589 0.00010495363586184499 leaf_weight=44.637750415517075 4.4073877392802379 6.0009197564795604 43.408002304291585 leaf_count=1718 95 24 636 internal_value=0 -8.78672e-05 7.16436e-05 internal_weight=0 50.6387 47.8154 internal_count=2473 1742 731 is_linear=0 shrinkage=0.000400217 Tree=5370 num_leaves=3 num_cat=0 split_feature=1373 52 split_gain=3.62966 2.6389 threshold=-1.0000000180025095e-35 -0.51498499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028996357365176455 -0.020069648255555055 0.0022048421051923551 leaf_weight=1.5199108193628479 2.1565197991876621 96.595666683981108 leaf_count=18 176 2242 internal_value=0 0.00169624 internal_weight=0 98.7522 internal_count=2436 2418 is_linear=0 shrinkage=0.0204111 Tree=5371 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=2.67243 2.77835 threshold=0.084635000000000016 0.094405000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.9736370541786596e-05 -0.00043176836717702106 6.4304995209224194e-05 leaf_weight=51.491887613537983 2.3002069933572775 47.518345525953919 leaf_count=1709 44 730 internal_value=0 -5.40543e-06 internal_weight=0 99.0102 internal_count=2483 2439 is_linear=0 shrinkage=0.000400217 Tree=5372 num_leaves=4 num_cat=0 split_feature=14 1 48 split_gain=3.61304 3.47241 1.25247 threshold=0.076175000000000007 0.10491000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020802650229715188 -0.040986842008656772 0.0059672926849290648 -0.0082527383833039068 leaf_weight=61.705964103159204 1.0145240920246577 34.866771930741379 0.98191977309761469 leaf_count=1878 14 527 66 internal_value=0 0.000828784 -0.0261803 internal_weight=0 96.5727 1.99644 internal_count=2485 2405 80 is_linear=0 shrinkage=0.0204111 Tree=5373 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=2.62341 2.55361 threshold=-0.51118499999999989 0.11570500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047108063254238048 -1.6178699450617041e-05 0.00015030655304430868 leaf_weight=1.7067094382946368 81.421643807305372 17.907256585982395 leaf_count=35 2108 319 internal_value=0 1.39711e-05 internal_weight=0 99.3289 internal_count=2462 2427 is_linear=0 shrinkage=0.000400217 Tree=5374 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=2.64771 2.58359 threshold=-1.0000000180025095e-35 -0.55145999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022017317366029444 0.024720743877892835 -0.001310932680287958 leaf_weight=2.0403066647704682 1.5037021259777237 94.332483782905911 leaf_count=73 11 2365 internal_value=0 -0.000874115 internal_weight=0 95.8362 internal_count=2449 2376 is_linear=0 shrinkage=0.0204111 Tree=5375 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=2.53438 3.38134 threshold=-0.40274499999999996 -0.074434999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021501147152793759 -0.0018180929440615927 0.0061271190491578214 leaf_weight=1.9545578919132811 55.829602718400565 37.022476492813439 leaf_count=95 1706 664 internal_value=0 0.00135343 internal_weight=0 92.8521 internal_count=2465 2370 is_linear=0 shrinkage=0.0204111 Tree=5376 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.95951 8.14946 3.64555 threshold=1.0000000180025095e-35 -0.076929999999999985 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0045898938769907633 -0.014656491193578362 -0.018477532594932781 0.0021700683475318399 leaf_weight=12.34837876668462 5.7223956076195455 13.011716265293215 66.494381144220824 leaf_count=482 136 799 1090 internal_value=0 -0.0072747 0.000816121 internal_weight=0 25.3601 72.2168 internal_count=2507 1281 1226 is_linear=0 shrinkage=0.0204111 Tree=5377 num_leaves=3 num_cat=0 split_feature=31 14 split_gain=2.3149 2.68271 threshold=-1.0000000180025095e-35 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022011751341491675 0.00044312868927476405 -0.023646922209595928 leaf_weight=1.9120086308976159 95.288367208326235 1.8536024575878389 leaf_count=63 2347 82 internal_value=0 -4.32379e-05 internal_weight=0 97.142 internal_count=2492 2429 is_linear=0 shrinkage=0.0204111 Tree=5378 num_leaves=4 num_cat=0 split_feature=41 4 147 split_gain=3.45764 2.81369 2.68127 threshold=0.075585000000000013 0.40404500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050440223932361869 -0.00046517244943090446 6.4444837756595603e-05 3.3781637752686233e-05 leaf_weight=1.3946724905399595 4.21020865192986 2.5183095973916352 94.432164470374119 leaf_count=18 111 28 2344 internal_value=0 -0.00026914 2.53693e-05 internal_weight=0 6.72852 95.8268 internal_count=2501 139 2362 is_linear=0 shrinkage=0.000400217 Tree=5379 num_leaves=3 num_cat=0 split_feature=472 15 split_gain=2.26638 2.61012 threshold=-1.0000000180025095e-35 -0.46714499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041327029617199874 0.00037005314430657013 -7.3718523047353208e-08 leaf_weight=1.939856951983528 3.0398695710173333 96.121164917123679 leaf_count=128 91 2239 internal_value=0 1.16774e-05 internal_weight=0 99.161 internal_count=2458 2330 is_linear=0 shrinkage=0.000400217 Tree=5380 num_leaves=4 num_cat=0 split_feature=2 457 48 split_gain=3.3885 3.667 1.85618 threshold=0.12203000000000001 -0.072694999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035370131417225982 0.00049940505211890421 -1.0175072612401333e-05 0.0001127514273095964 leaf_weight=5.2028983708587466 2.3423268069163887 78.464020074090513 11.106805688817984 leaf_count=159 29 2057 252 internal_value=0 -3.19817e-05 0.000183659 internal_weight=0 83.6669 13.4491 internal_count=2497 2216 281 is_linear=0 shrinkage=0.000400217 Tree=5381 num_leaves=4 num_cat=0 split_feature=160 0 52 split_gain=2.95925 2.91255 0.0701176 threshold=-0.25833999999999996 -0.23078999999999997 0.2800700000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018804959580261786 0.00023578101861664627 -3.9208793710294749e-06 -0.00044608959256548642 leaf_weight=0.43980758078396265 8.8075165663612989 90.477146040240768 2.095338090621226 leaf_count=61 58 2235 148 internal_value=0 1.75847e-05 -0.000411171 internal_weight=0 99.2847 2.53515 internal_count=2502 2293 209 is_linear=0 shrinkage=0.000400217 Tree=5382 num_leaves=3 num_cat=0 split_feature=448 47 split_gain=3.22199 3.13631 threshold=-0.083859999999999976 0.086380000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045963641324534514 6.8787237628633327e-05 -0.00011557174162046669 leaf_weight=2.0564236062928094 77.556208429756225 18.147740638523828 leaf_count=37 2112 291 internal_value=0 3.37342e-05 internal_weight=0 95.7039 internal_count=2440 2403 is_linear=0 shrinkage=0.000400217 Tree=5383 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=2.45884 2.42492 threshold=-0.084274999999999989 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024137142696756698 -0.003218733395410206 0.003191398112376502 leaf_weight=1.6618756151874539 50.581410839946329 47.629331712028943 leaf_count=21 1722 754 internal_value=0 -0.000109913 internal_weight=0 98.2107 internal_count=2497 2476 is_linear=0 shrinkage=0.0204111 Tree=5384 num_leaves=4 num_cat=0 split_feature=484 42 160 split_gain=2.78112 2.82241 2.25096 threshold=-0.0068949999999999992 -0.098504999999999981 0.31534500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039094942358658673 -0.00028521577414642357 3.223739162972844e-05 0.00017306198575480083 leaf_weight=4.7126058298526905 4.6175159841950508 87.105951197059767 1.4097350260417441 leaf_count=330 152 1907 50 internal_value=0 1.5928e-05 -0.000260304 internal_weight=0 91.7235 6.12234 internal_count=2439 2059 380 is_linear=0 shrinkage=0.000400217 Tree=5385 num_leaves=4 num_cat=0 split_feature=2 15 49 split_gain=2.86324 2.46363 0.295383 threshold=0.14846500000000004 -0.4680149999999999 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037457334632644837 0.00040425552651156439 -1.5814264719826868e-05 0.00017238865829640108 leaf_weight=2.5481372307694974 2.6885569050209588 97.137885412383184 1.6738902933429924 leaf_count=69 81 2295 27 internal_value=0 -5.42627e-06 0.000321827 internal_weight=0 99.686 4.36245 internal_count=2472 2364 108 is_linear=0 shrinkage=0.000400217 Tree=5386 num_leaves=3 num_cat=0 split_feature=1348 156 split_gain=2.62244 2.6912 threshold=0.090205000000000021 0.091255000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00035061294039929152 0.021136705425472174 -0.014470448126184515 leaf_weight=91.297355224971398 2.284604307555127 5.2941267798232721 leaf_count=2246 31 199 internal_value=0 -0.000477535 internal_weight=0 96.5915 internal_count=2476 2445 is_linear=0 shrinkage=0.0204111 Tree=5387 num_leaves=4 num_cat=0 split_feature=160 1 457 split_gain=3.58187 3.60108 3.33932 threshold=0.091625000000000026 0.096300000000000011 0.080930000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5195232048113305e-06 -0.00040765033724752354 6.7695853693470416e-05 0.00023099453409541334 leaf_weight=78.628356089709996 6.5414315245143353 4.0961075589875691 10.365480414766351 leaf_count=2116 178 50 157 internal_value=0 -0.000225814 1.87492e-05 internal_weight=0 10.6375 88.9938 internal_count=2501 228 2273 is_linear=0 shrinkage=0.000400217 Tree=5388 num_leaves=4 num_cat=0 split_feature=160 128 15 split_gain=2.90641 2.95676 0.0697342 threshold=-0.25833999999999996 0.085185000000000025 -0.10753999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017586613977500231 2.0640703282935447e-05 -0.00039808748872049434 -0.00044073659395427064 leaf_weight=0.39476730802562121 93.055189374368638 2.6698508278204818 2.230581298848846 leaf_count=15 2110 162 191 internal_value=0 8.51058e-06 -0.000409731 internal_weight=0 95.725 2.62535 internal_count=2478 2272 206 is_linear=0 shrinkage=0.000400217 Tree=5389 num_leaves=4 num_cat=0 split_feature=52 157 16 split_gain=3.95887 3.0869 1.61896 threshold=-0.24526499999999998 -0.077234999999999984 0.052690000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010587328124080093 0.0094676990817248521 -0.0013244962247200038 -0.021962565398435489 leaf_weight=0.66686659796687209 12.780073622187045 76.822135233553126 4.6412356432410888 leaf_count=7 223 1958 277 internal_value=0 0.000224703 -0.017739 internal_weight=0 89.6022 5.3081 internal_count=2465 2181 284 is_linear=0 shrinkage=0.0204111 Tree=5390 num_leaves=4 num_cat=0 split_feature=130 157 160 split_gain=3.04676 2.62717 0.760316 threshold=1.0000000180025095e-35 -0.084489999999999996 0.10285000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026219479216253949 -0.0004526889999150862 3.1567521915967053e-05 0.00010317335830622758 leaf_weight=5.0436923407978602 2.7255338517352352 89.979165890865261 0.41476233143475827 leaf_count=175 304 1943 30 internal_value=0 1.56848e-05 -0.000378248 internal_weight=0 95.0229 3.1403 internal_count=2452 2118 334 is_linear=0 shrinkage=0.000400217 Tree=5391 num_leaves=3 num_cat=0 split_feature=2 0 split_gain=2.70149 3.17434 threshold=0.16826500000000003 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.9470778868823899e-05 0.0003997118549921389 -7.5266657047433057e-05 leaf_weight=43.613860868732445 2.5236073449486858 54.440495540162374 leaf_count=430 63 1952 internal_value=0 -1.08827e-05 internal_weight=0 98.0544 internal_count=2445 2382 is_linear=0 shrinkage=0.000400217 Tree=5392 num_leaves=4 num_cat=0 split_feature=0 1 48 split_gain=2.90219 4.19826 3.73647 threshold=-0.23025999999999999 0.11332500000000002 0.085130000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021284789375056717 -0.0035304279526075424 0.006933598706829457 -0.0005822050143593049 leaf_weight=5.839713230088817 65.217914715012739 21.033111067808932 7.1735285185277462 leaf_count=46 2000 369 39 internal_value=0 -0.000972997 0.00932851 internal_weight=0 86.251 13.0132 internal_count=2454 2369 85 is_linear=0 shrinkage=0.0204111 Tree=5393 num_leaves=4 num_cat=0 split_feature=12 483 1 split_gain=3.43665 3.02708 2.1809 threshold=-0.070844999999999977 1.0000000180025095e-35 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3018691914479129e-05 9.7021049219417856e-06 -0.00029502832904262097 0.00031997851361630943 leaf_weight=3.7293829114641985 80.058999711785873 5.4732854988978934 8.8548685617570282 leaf_count=42 1884 285 230 internal_value=0 -1.01581e-05 0.000212972 internal_weight=0 85.5323 12.5843 internal_count=2441 2169 272 is_linear=0 shrinkage=0.000400217 Tree=5394 num_leaves=4 num_cat=0 split_feature=0 3 0 split_gain=2.71238 4.27782 3.56971 threshold=-0.060094999999999989 0.076825000000000018 -0.12676999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00095911395176482108 0.0078084582266120597 -0.009960424251739668 -0.0085154921631937167 leaf_weight=35.207026670097548 24.535217678028861 7.2177106126910067 31.145499537313299 leaf_count=352 360 99 1667 internal_value=0 0.00374863 -0.00349507 internal_weight=0 31.7529 66.3525 internal_count=2478 459 2019 is_linear=0 shrinkage=0.0204111 Tree=5395 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=3.28432 6.00075 3.82781 threshold=-0.35011499999999995 -0.036064999999999993 -0.061889999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035486893596595886 -2.8677399785926349e-05 -0.00033173056564793233 0.0001754209579967901 leaf_weight=2.4320749510079613 65.991493123961845 10.398424170096403 18.823670696670888 leaf_count=18 1974 168 296 internal_value=0 -0.000199639 1.67912e-05 internal_weight=0 12.8305 84.8152 internal_count=2456 186 2270 is_linear=0 shrinkage=0.000400217 Tree=5396 num_leaves=4 num_cat=0 split_feature=4 3 12 split_gain=3.40409 3.12026 1.71866 threshold=-0.49367499999999992 -0.10115999999999999 -0.077034999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0922639062364183e-05 0.00014011440241883092 -2.6092684005445122e-05 -0.00047762937663260518 leaf_weight=1.4297545580193398 24.360204043419799 69.298718309892138 3.3511775441002092 leaf_count=13 280 2065 104 internal_value=0 1.72526e-05 -0.000325167 internal_weight=0 93.6589 4.78093 internal_count=2462 2345 117 is_linear=0 shrinkage=0.000400217 Tree=5397 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.03709 3.70142 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023407446281469898 0.026672513551668112 0.0012365228135273094 leaf_weight=1.910086823045275 2.3319834329304276 97.13235996115327 leaf_count=24 34 2408 internal_value=0 0.0018622 internal_weight=0 99.4643 internal_count=2466 2442 is_linear=0 shrinkage=0.0204111 Tree=5398 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=3.20007 3.3179 threshold=-0.28286499999999998 -0.23078999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040502801483589552 0.00025606503742303324 -6.6651355773069373e-06 leaf_weight=2.8739979355304959 8.2940349619602767 91.484648323526926 leaf_count=64 61 2358 internal_value=0 1.54367e-05 internal_weight=0 99.7787 internal_count=2483 2419 is_linear=0 shrinkage=0.000400217 Tree=5399 num_leaves=4 num_cat=0 split_feature=52 1456 15 split_gain=3.0089 2.71152 0.55559 threshold=-0.40306999999999998 1.0000000180025095e-35 -0.092364999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9047951466916885e-05 1.4735922292078284e-05 -0.00038595309450227159 -0.00041116156550713337 leaf_weight=0.45328365132445503 93.499660991088604 2.6736760755156856 3.3204087520571184 leaf_count=20 2041 195 244 internal_value=0 3.16067e-06 -0.000356062 internal_weight=0 96.1733 3.77369 internal_count=2500 2236 264 is_linear=0 shrinkage=0.000400217 Tree=5400 num_leaves=4 num_cat=0 split_feature=42 156 12 split_gain=3.00386 2.99023 0.961996 threshold=-0.108275 0.091255000000000017 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011507010880982575 2.3893673933213522e-05 -0.00025157882625742253 -0.00055133286404223931 leaf_weight=1.468272467143833 93.897811411283328 6.6539272395020808 1.9174027511253369 leaf_count=23 2169 201 116 internal_value=0 5.40496e-06 -0.000371878 internal_weight=0 100.552 3.38568 internal_count=2509 2370 139 is_linear=0 shrinkage=0.000400217 Tree=5401 num_leaves=3 num_cat=0 split_feature=31 15 split_gain=2.62921 2.55535 threshold=-1.0000000180025095e-35 -0.095804999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043366404471409717 -0.00011882344900533359 2.8331072598085147e-05 leaf_weight=2.0945516729843794 24.966653711249819 76.6308058595896 leaf_count=70 460 1935 internal_value=0 -7.92181e-06 internal_weight=0 101.597 internal_count=2465 2395 is_linear=0 shrinkage=0.000400217 Tree=5402 num_leaves=4 num_cat=0 split_feature=160 456 49 split_gain=3.13327 2.40508 0.0663793 threshold=-0.40446999999999994 0.087015000000000023 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018854399747269477 5.7081992320290755e-05 -0.0002437323667061888 -0.00044600544767928597 leaf_weight=0.43408942769747261 98.259473286336288 4.3404314434446851 1.9507915852373106 leaf_count=16 2147 127 168 internal_value=0 4.41044e-05 -0.0004097 internal_weight=0 102.6 2.38488 internal_count=2458 2274 184 is_linear=0 shrinkage=0.000400217 Tree=5403 num_leaves=4 num_cat=0 split_feature=2 14 1 split_gain=3.08226 2.97761 1.97708 threshold=0.14062000000000005 0.062655000000000016 0.11771500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014167847936722751 -0.0050665614734075283 -0.023351819996708184 0.02092805861925072 leaf_weight=89.359423817564675 1.5915347698610265 2.1935162222362115 4.6147687500342727 leaf_count=2250 39 83 102 internal_value=0 -0.000449039 0.0142904 internal_weight=0 91.5529 6.2063 internal_count=2474 2333 141 is_linear=0 shrinkage=0.0204111 Tree=5404 num_leaves=4 num_cat=0 split_feature=1213 475 157 split_gain=2.87013 3.05901 1.3946 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.081579999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016836628700082745 -0.013912468715775644 0.0028381329750364931 -0.019010246844210939 leaf_weight=0.42430950561538328 4.680773379164747 87.29586793760609 3.7841280787979477 leaf_count=5 171 1956 387 internal_value=0 0.0019698 -0.0150534 internal_weight=0 91.9766 4.20844 internal_count=2519 2127 392 is_linear=0 shrinkage=0.0204111 Tree=5405 num_leaves=4 num_cat=0 split_feature=481 1 483 split_gain=2.49207 2.6142 0.530146 threshold=-0.039559999999999991 0.094405000000000003 0.10761000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045041867424998035 -4.061322921207386e-05 8.9106843356576655e-05 9.0746047638859811e-06 leaf_weight=2.1127433984511295 52.101224189515051 47.439697796828113 0.48561105878616206 leaf_count=205 1491 713 29 internal_value=0 2.12401e-05 -0.000367716 internal_weight=0 99.5409 2.59835 internal_count=2438 2204 234 is_linear=0 shrinkage=0.000400217 Tree=5406 num_leaves=4 num_cat=0 split_feature=4 151 13 split_gain=3.3799 2.62589 1.16507 threshold=-0.49367499999999992 -0.28286499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047182266943273559 -0.020852234275626231 0.0015221307634538249 -0.025595745824690149 leaf_weight=2.003928785212338 2.1290917213627827 88.030407914120588 2.5782647426240137 leaf_count=33 55 2266 84 internal_value=0 0.000968558 -0.0167957 internal_weight=0 90.1595 4.58219 internal_count=2438 2321 117 is_linear=0 shrinkage=0.0204111 Tree=5407 num_leaves=4 num_cat=0 split_feature=133 12 44 split_gain=2.77662 3.24311 2.92609 threshold=0.099280000000000021 -0.010834999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8646277729795002e-05 0.00018286337020134496 -0.00046521230910909743 -0.00034341357536577845 leaf_weight=92.852289351627405 1.7329862227779811 3.8117692328523836 3.2142524712253353 leaf_count=2021 32 352 51 internal_value=0 -0.000263049 2.54782e-05 internal_weight=0 5.54476 96.0665 internal_count=2456 384 2072 is_linear=0 shrinkage=0.000400217 Tree=5408 num_leaves=4 num_cat=0 split_feature=483 1 13 split_gain=2.75759 2.45307 0.117267 threshold=0.10297500000000001 0.13130500000000003 -0.076569999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8533496463788877e-05 -0.011651634981712726 0.012015673956014728 -0.024790655481516079 leaf_weight=88.449676223037386 0.74148631816933663 7.4741176563547915 1.5463900249960705 leaf_count=2162 55 189 55 internal_value=0 0.000876724 -0.0212747 internal_weight=0 95.9238 2.28788 internal_count=2461 2351 110 is_linear=0 shrinkage=0.0204111 Tree=5409 num_leaves=3 num_cat=0 split_feature=46 13 split_gain=3.10836 3.98365 threshold=0.081930000000000017 -0.47860499999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041270891695649507 -0.00037900517624360014 3.9987790138150907e-05 leaf_weight=4.7167010734847272 2.565861541312187 95.186183060526673 leaf_count=60 42 2392 internal_value=0 5.80274e-05 internal_weight=0 99.9029 internal_count=2494 2452 is_linear=0 shrinkage=0.000400217 Tree=5410 num_leaves=4 num_cat=0 split_feature=15 43 2 split_gain=3.5733 5.13084 2.57173 threshold=0.035895000000000003 0.095890000000000017 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011949826864316609 -0.00028627638202072942 0.00038840145647342012 4.3782482520936064e-05 leaf_weight=0.15740326046943565 11.345603262569055 2.042474883463 88.257284563427675 leaf_count=1 843 81 1555 internal_value=0 -0.00018098 4.00685e-05 internal_weight=0 13.3881 88.4147 internal_count=2480 924 1556 is_linear=0 shrinkage=0.000400217 Tree=5411 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=2.50375 3.19822 threshold=0.51087000000000005 0.093235000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010136956054881126 0.020320862001587257 -0.022874772489438592 leaf_weight=89.35462408368403 2.5917327924107658 2.2855073953978708 leaf_count=2293 107 34 internal_value=0 0.000390729 internal_weight=0 91.6401 internal_count=2434 2327 is_linear=0 shrinkage=0.0204111 Tree=5412 num_leaves=4 num_cat=0 split_feature=42 2 43 split_gain=2.56784 3.04147 2.94176 threshold=-1.0000000180025095e-35 0.096540000000000015 -0.18024499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016848806578507104 0.014039038177858258 0.0029294881516436235 -0.00030800899713459334 leaf_weight=7.8698156851896766 6.328881270135752 5.4027626058232272 78.728221374331042 leaf_count=497 61 191 1709 internal_value=0 -0.00884066 0.000776571 internal_weight=0 13.2726 85.0571 internal_count=2458 688 1770 is_linear=0 shrinkage=0.0204111 Tree=5413 num_leaves=4 num_cat=0 split_feature=0 1 16 split_gain=3.2263 9.01882 2.9895 threshold=-0.061889999999999994 0.077765000000000015 -0.28154499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038397034605952183 0.00033039906680330393 -3.955525094278896e-06 2.086506148249028e-05 leaf_weight=12.220356551795701 5.9738010929431757 52.979187968514452 28.054670466954121 leaf_count=1155 83 846 379 internal_value=0 -7.57179e-05 7.61101e-05 internal_weight=0 65.1995 34.0285 internal_count=2463 2001 462 is_linear=0 shrinkage=0.000400217 Tree=5414 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=3.24111 3.27295 threshold=-0.49274999999999997 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033638946509058414 5.5487363986966496e-05 -9.6371748799829558e-05 leaf_weight=4.5939268310321486 58.069592901651049 37.198829648510582 leaf_count=66 770 1627 internal_value=0 -3.85158e-06 internal_weight=0 95.2684 internal_count=2463 2397 is_linear=0 shrinkage=0.000400217 Tree=5415 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=2.88646 4.23471 4.16474 threshold=-0.25061999999999995 0.11843500000000001 -0.20067499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019019291999996756 -0.029097691471188566 -0.015544283531197972 2.0186474986822999e-05 leaf_weight=6.7632654483604693 1.9821390735742159 1.7893352583050726 89.911274154634157 leaf_count=181 60 15 2239 internal_value=0 0.0116806 -0.000642532 internal_weight=0 8.5526 91.8934 internal_count=2495 196 2299 is_linear=0 shrinkage=0.0204111 Tree=5416 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=3.75297 2.91059 threshold=-0.51735999999999993 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025013407253258301 -0.026104409443214661 0.001546309956182065 leaf_weight=2.6984868561848989 1.5017210714067903 92.857969105767552 leaf_count=21 130 2319 internal_value=0 0.00107584 internal_weight=0 94.3597 internal_count=2470 2449 is_linear=0 shrinkage=0.0204111 Tree=5417 num_leaves=4 num_cat=0 split_feature=160 156 15 split_gain=2.51577 2.56058 0.0855365 threshold=-0.40446999999999994 0.091255000000000017 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0081717663394256131 0.00087450388498488691 -0.012058356096790223 -0.022664824822333392 leaf_weight=0.3694247861276384 90.89402365834394 6.7466554995626202 1.9932757431051857 leaf_count=16 2108 198 174 internal_value=0 -3.19032e-05 -0.020871 internal_weight=0 97.6407 2.3627 internal_count=2496 2306 190 is_linear=0 shrinkage=0.0204111 Tree=5418 num_leaves=4 num_cat=0 split_feature=13 39 3 split_gain=3.73132 3.88935 1.62972 threshold=-0.10939499999999998 0.0095750000000000019 0.30863500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0041904842958440432 -0.0051364479019589118 0.0070862088171143242 0.020354555479740879 leaf_weight=16.0253011143941 67.337158462913067 12.823299138050059 3.0139169836475039 leaf_count=146 2004 249 91 internal_value=0 -0.00317403 0.00685331 internal_weight=0 80.1605 19.0392 internal_count=2490 2253 237 is_linear=0 shrinkage=0.0204111 Tree=5419 num_leaves=3 num_cat=0 split_feature=31 453 split_gain=2.45998 2.31114 threshold=-1.0000000180025095e-35 0.089960000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021972239171377063 -0.00016579139834863455 -0.021753960393450494 leaf_weight=1.9339861153275695 91.917762046192365 2.0015720750670871 leaf_count=73 2363 26 internal_value=0 -0.000651226 internal_weight=0 93.9193 internal_count=2462 2389 is_linear=0 shrinkage=0.0204111 Tree=5420 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=4.16575 3.01703 threshold=0.081930000000000017 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5210110373256831e-05 -0.00051527350580377724 0.00034215377416021379 leaf_weight=93.905535063087882 2.1762412199750534 4.6384192800906012 leaf_count=2293 35 105 internal_value=0 3.09701e-05 internal_weight=0 98.544 internal_count=2433 2398 is_linear=0 shrinkage=0.000400217 Tree=5421 num_leaves=3 num_cat=0 split_feature=38 1456 split_gain=2.7325 2.66439 threshold=0.10386000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015463008500148474 -0.023383891734145314 -0.019825376644712758 leaf_weight=94.748231115729141 1.8412011407781381 2.382450286022503 leaf_count=2226 29 197 internal_value=0 0.000999866 internal_weight=0 97.1307 internal_count=2452 2423 is_linear=0 shrinkage=0.0204111 Tree=5422 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=2.52166 5.29207 3.49398 threshold=-0.063379999999999978 -0.00051499999999999994 -0.075774999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.7835004373092185e-06 -0.00040748706281317735 1.496825341848836e-06 0.0002474370065251123 leaf_weight=21.717449595438666 5.4561395902201175 56.372600660724856 14.670792080214595 leaf_count=803 458 873 315 internal_value=0 -3.52657e-05 9.73523e-05 internal_weight=0 61.8287 36.3882 internal_count=2449 1331 1118 is_linear=0 shrinkage=0.000400217 Tree=5423 num_leaves=3 num_cat=0 split_feature=31 39 split_gain=2.4341 2.41771 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0219051198208867 -0.0012255972297625741 0.022552385348956674 leaf_weight=1.9024221773142915 92.662153693170694 1.7045393692096684 leaf_count=68 2348 20 internal_value=0 -0.000769879 internal_weight=0 94.3667 internal_count=2436 2368 is_linear=0 shrinkage=0.0204111 Tree=5424 num_leaves=4 num_cat=0 split_feature=12 131 43 split_gain=3.47247 4.30797 3.86787 threshold=0.084045000000000022 0.08844500000000001 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021910572810294131 -4.1943553854123224e-05 -0.00042354564230690883 -4.9839478532145302e-06 leaf_weight=16.870990996598266 33.634198384068441 5.4101550693012532 45.083414122884278 leaf_count=331 1347 298 504 internal_value=0 -9.58799e-05 5.63238e-05 internal_weight=0 39.0444 61.9544 internal_count=2480 1645 835 is_linear=0 shrinkage=0.000400217 Tree=5425 num_leaves=4 num_cat=0 split_feature=160 43 2 split_gain=3.5339 3.6283 2.48615 threshold=-0.091944999999999985 0.2506000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019611343571272172 0.0018468591717289483 -0.024685290859012068 -0.016796291447582642 leaf_weight=0.78194838797207911 87.313662057254987 2.0896277100255238 7.1055314943114345 leaf_count=21 2028 131 343 internal_value=0 0.00119662 -0.0129629 internal_weight=0 89.4033 7.88748 internal_count=2523 2159 364 is_linear=0 shrinkage=0.0204111 Tree=5426 num_leaves=4 num_cat=0 split_feature=42 43 12 split_gain=3.56446 3.42263 0.662999 threshold=-0.11377999999999998 -0.21368999999999996 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0088294904881598447 0.013329517598716679 0.00010953708031852156 -0.027813005696620707 leaf_weight=1.5145692275837057 8.8858541797962953 87.526242706455378 1.8247935455947297 leaf_count=28 104 2205 107 internal_value=0 0.00134201 -0.0197688 internal_weight=0 96.4121 3.33936 internal_count=2444 2309 135 is_linear=0 shrinkage=0.0204111 Tree=5427 num_leaves=4 num_cat=0 split_feature=12 13 12 split_gain=2.81456 3.24076 1.57843 threshold=0.11610500000000001 0.11184000000000001 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8841809247464597e-05 -0.00066048609076763728 0.00020810587862208222 -0.00013935157858810385 leaf_weight=82.231746177829336 1.3631173955363909 11.372113749152048 2.7496721088064078 leaf_count=2219 47 135 78 internal_value=0 8.9462e-06 -0.000325 internal_weight=0 93.6039 4.11279 internal_count=2479 2354 125 is_linear=0 shrinkage=0.000400217 Tree=5428 num_leaves=4 num_cat=0 split_feature=457 52 376 split_gain=2.79444 3.65671 3.06291 threshold=0.080930000000000016 -0.088284999999999988 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9549094985995003e-05 -0.00032141464287538027 0.00021806048376302081 0.0002378004266301941 leaf_weight=75.379976392257959 2.2409889142727506 14.178327148867536 5.8790281666442743 leaf_count=2161 51 155 96 internal_value=0 0.000142752 -3.77385e-05 internal_weight=0 16.4193 81.259 internal_count=2463 206 2257 is_linear=0 shrinkage=0.000400217 Tree=5429 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.9968 3.60637 threshold=-0.097454999999999986 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024064242613164984 -0.00093078776921971167 0.014420148459137916 leaf_weight=2.0606450818013391 87.941519138072181 6.7615223002503617 leaf_count=33 2356 96 internal_value=0 0.000180959 internal_weight=0 94.703 internal_count=2485 2452 is_linear=0 shrinkage=0.0204111 Tree=5430 num_leaves=4 num_cat=0 split_feature=43 457 2 split_gain=3.39726 3.39459 2.71568 threshold=0.077520000000000019 0.080930000000000016 0.090510000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031058465033264571 -0.0070851741749407846 0.0077340384214600218 0.014384043768155681 leaf_weight=68.837800654080638 3.0851064809248774 14.470986598171292 10.883876947074894 leaf_count=1996 105 180 171 internal_value=0 -0.00121507 0.00962384 internal_weight=0 83.3088 13.969 internal_count=2452 2176 276 is_linear=0 shrinkage=0.0204111 Tree=5431 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=2.64869 2.96708 threshold=0.084835000000000008 -0.027784999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023460063263372569 -0.00039737130954956376 -2.423106670950572e-05 leaf_weight=7.6122875506116534 2.6986966500844565 86.822258154203155 leaf_count=177 43 2179 internal_value=0 -3.11375e-06 internal_weight=0 94.4345 internal_count=2399 2356 is_linear=0 shrinkage=0.000400217 Tree=5432 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=2.99204 3.14582 0.30882 threshold=0.25619500000000001 -0.084024999999999975 -0.14636999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012337103238528206 -0.00012386930514179085 -3.5480324834290413e-05 -0.00052518226474166513 leaf_weight=28.142951830261154 0.46840902566327747 67.98220536615554 1.7295602758676967 leaf_count=685 20 1641 125 internal_value=0 1.11167e-05 -0.000449808 internal_weight=0 96.1252 2.19797 internal_count=2471 2326 145 is_linear=0 shrinkage=0.000400217 Tree=5433 num_leaves=4 num_cat=0 split_feature=133 158 12 split_gain=3.1477 2.98964 2.86935 threshold=0.099280000000000021 0.09031500000000002 -0.010834999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00097918098766241937 0.012148357415943521 -0.01561925837816322 -0.02599193571838276 leaf_weight=88.710236572602298 0.99751666176598508 4.6513014649099196 3.4190320406050878 leaf_count=1896 31 194 337 internal_value=0 0.000134522 -0.0172902 internal_weight=0 93.3615 4.41655 internal_count=2458 2090 368 is_linear=0 shrinkage=0.0204111 Tree=5434 num_leaves=4 num_cat=0 split_feature=3 4 42 split_gain=3.0214 4.48653 3.56601 threshold=-0.097754999999999995 -0.17966999999999997 0.094055000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0091751788214540862 -0.018873360942933088 -0.00019547031611235282 -0.0087251255878954478 leaf_weight=25.083699838949546 5.759084735531359 61.317440569484461 5.5883948063710696 leaf_count=311 99 1981 66 internal_value=0 -0.0018279 0.00589391 internal_weight=0 67.0765 30.6721 internal_count=2457 2080 377 is_linear=0 shrinkage=0.0204111 Tree=5435 num_leaves=4 num_cat=0 split_feature=41 13 2 split_gain=2.67404 2.81775 1.92616 threshold=0.079885000000000025 -0.084024999999999975 0.10731 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.007976940733892577 -0.022645225975285763 -0.00011015134614270092 0.0012529512682448122 leaf_weight=24.258399766651564 3.1496527341369065 68.114218751725275 2.4487550989724696 leaf_count=660 68 1703 36 internal_value=0 0.00202072 -0.0123725 internal_weight=0 92.3726 5.59841 internal_count=2467 2363 104 is_linear=0 shrinkage=0.0204111 Tree=5436 num_leaves=4 num_cat=0 split_feature=160 16 15 split_gain=2.7394 2.71393 0.121481 threshold=-0.40446999999999994 0.16104500000000002 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0060599787206557752 0.0022834859427228499 -0.0069728096845175667 -0.02262893153322635 leaf_weight=0.31029161950573358 82.687745812574576 15.587639633507932 2.0742868117267781 leaf_count=15 1917 379 181 internal_value=0 0.000809063 -0.0208414 internal_weight=0 98.2754 2.38458 internal_count=2492 2296 196 is_linear=0 shrinkage=0.0204111 Tree=5437 num_leaves=3 num_cat=0 split_feature=453 42 split_gain=2.81865 2.76535 threshold=0.10218000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0079323580962193455 -0.02462004309245425 0.002113960889082857 leaf_weight=13.131490475916506 1.7511838232167054 82.586525263817748 leaf_count=670 15 1773 internal_value=0 0.000728055 internal_weight=0 95.718 internal_count=2458 2443 is_linear=0 shrinkage=0.0204111 Tree=5438 num_leaves=4 num_cat=0 split_feature=131 401 49 split_gain=3.31019 2.7364 2.09218 threshold=0.088845000000000021 0.087110000000000007 -0.19998499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9321887052748432e-05 0.00037677769697367318 -0.00033754167484501333 -0.00030958079337914548 leaf_weight=91.117352668083186 0.69963941723108281 2.9148225874232585 6.6660002197022541 leaf_count=1928 2 182 346 internal_value=0 3.69427e-05 -0.00023972 internal_weight=0 94.0322 7.36564 internal_count=2458 2110 348 is_linear=0 shrinkage=0.000400217 Tree=5439 num_leaves=4 num_cat=0 split_feature=484 133 160 split_gain=3.49653 3.1524 2.09324 threshold=-1.0000000180025095e-35 0.10637000000000002 0.51347500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017242778021653121 0.0026528454050756397 -0.01713064874165264 0.01249213340882389 leaf_weight=6.1847937679922316 89.520989297845517 3.3752573083183952 1.0858467903744893 leaf_count=383 1739 284 36 internal_value=0 0.00191428 -0.0126799 internal_weight=0 92.8962 7.27064 internal_count=2442 2023 419 is_linear=0 shrinkage=0.0204111 Tree=5440 num_leaves=3 num_cat=0 split_feature=1444 160 split_gain=2.49952 2.50924 threshold=-0.084274999999999989 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024598018521227793 -0.02074029411882828 0.00051224789882443748 leaf_weight=1.6402486904989917 2.2590377943379272 96.960508199284959 leaf_count=27 197 2288 internal_value=0 5.53516e-06 internal_weight=0 99.2195 internal_count=2512 2485 is_linear=0 shrinkage=0.0204111 Tree=5441 num_leaves=3 num_cat=0 split_feature=31 48 split_gain=2.76899 2.69293 threshold=-1.0000000180025095e-35 0.093265000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042770034521705897 -6.5238403884299798e-05 9.9213939951302136e-05 leaf_weight=2.0383495108690104 77.476858409376291 19.970433063863311 leaf_count=71 2194 273 internal_value=0 -3.14611e-05 internal_weight=0 97.4473 internal_count=2538 2467 is_linear=0 shrinkage=0.000400217 Tree=5442 num_leaves=4 num_cat=0 split_feature=133 160 123 split_gain=3.43848 3.17755 2.3441 threshold=0.10637000000000002 -0.091944999999999985 0.091810000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0090778350118109041 -0.02561462862723516 0.0041068146565039357 0.017474816231699903 leaf_weight=8.2363359185183054 2.7286285549926101 87.359012438064383 0.56200814829207946 leaf_count=328 319 1820 19 internal_value=0 0.00296156 -0.0179225 internal_weight=0 95.5953 3.29064 internal_count=2486 2148 338 is_linear=0 shrinkage=0.0204111 Tree=5443 num_leaves=4 num_cat=0 split_feature=457 128 39 split_gain=3.39124 2.97773 2.51322 threshold=-0.0046349999999999994 0.085185000000000025 0.082470000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018451903660269546 0.0016872040661096432 -0.020209351372417396 0.0080475964702180301 leaf_weight=6.4699700192431902 85.76577255489974 2.556086116412188 1.8571545118466017 leaf_count=177 2068 164 16 internal_value=0 0.00102872 -0.0125135 internal_weight=0 88.3219 8.32712 internal_count=2425 2232 193 is_linear=0 shrinkage=0.0204111 Tree=5444 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=3.07739 6.01584 4.98236 threshold=-0.046989999999999997 -0.0064899999999999992 -0.088284999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001504609649039101 -0.019827462957347667 0.00026678262925221101 0.013765757764638672 leaf_weight=19.359469691597042 6.8930481952193068 54.464445647972752 16.335632680667914 leaf_count=531 204 1509 211 internal_value=0 -0.00202266 0.00550497 internal_weight=0 61.3575 35.6951 internal_count=2455 1713 742 is_linear=0 shrinkage=0.0204111 Tree=5445 num_leaves=3 num_cat=0 split_feature=51 148 split_gain=2.85583 3.29821 threshold=0.14897000000000002 -0.084449999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020980003490046223 -0.020971324233485075 0.0022199086080424784 leaf_weight=2.5117647827137253 2.2806685136783917 95.218995992079726 leaf_count=56 65 2343 internal_value=0 0.00160032 internal_weight=0 97.7308 internal_count=2464 2399 is_linear=0 shrinkage=0.0204111 Tree=5446 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=3.59273 6.71368 3.19532 threshold=-0.074434999999999987 0.079805000000000015 -0.032264999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017160663507077914 0.01244034629275383 0.00047356185398124732 0.00054974165101741204 leaf_weight=11.083838939135601 14.87394125859282 45.719242224113259 25.359149257499666 leaf_count=1015 357 697 403 internal_value=0 -0.00299435 0.00496796 internal_weight=0 56.8031 40.2331 internal_count=2472 1712 760 is_linear=0 shrinkage=0.0204111 Tree=5447 num_leaves=3 num_cat=0 split_feature=2 9 split_gain=3.03302 3.22408 threshold=-0.14337999999999998 0.081890000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033964404940634577 9.2512950386695938e-06 -0.0004473330897463756 leaf_weight=4.2189570681657633 95.105438395032252 2.4313765955157569 leaf_count=56 2412 27 internal_value=0 -2.63022e-06 internal_weight=0 97.5368 internal_count=2495 2439 is_linear=0 shrinkage=0.000400217 Tree=5448 num_leaves=4 num_cat=0 split_feature=376 1456 42 split_gain=2.87447 2.88146 1.01931 threshold=0.048375000000000008 1.0000000180025095e-35 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0453899391434549e-05 1.5887728377498949e-05 -0.00044928047542271973 0.00033773384349949893 leaf_weight=90.201244603485975 2.303323607891798 2.3503964307456036 4.9605818004929452 leaf_count=2152 14 204 122 internal_value=0 -2.21275e-05 0.00023747 internal_weight=0 92.5516 7.26391 internal_count=2492 2356 136 is_linear=0 shrinkage=0.000400217 Tree=5449 num_leaves=4 num_cat=0 split_feature=43 155 2 split_gain=3.21476 2.96243 2.45413 threshold=0.06728000000000002 0.083985000000000018 0.084685000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017721016586570471 -0.0068433971600741286 -0.021829768125801671 0.014496602469626812 leaf_weight=77.060705880176101 2.7868962756474494 2.6136748497810904 10.335833514152908 leaf_count=2016 73 150 190 internal_value=0 -0.000917149 0.00994504 internal_weight=0 79.6744 13.1227 internal_count=2429 2166 263 is_linear=0 shrinkage=0.0204111 Tree=5450 num_leaves=3 num_cat=0 split_feature=46 51 split_gain=2.7228 2.74394 threshold=0.081930000000000017 -0.40274499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00042339654714069818 -0.00039773439904195054 2.575354276678932e-05 leaf_weight=2.1174092478468074 2.5093037090264252 95.864177468436537 leaf_count=91 42 2300 internal_value=0 1.55751e-05 internal_weight=0 97.9816 internal_count=2433 2391 is_linear=0 shrinkage=0.000400217 Tree=5451 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=3.47939 4.42605 1.78778 threshold=0.11239500000000001 -0.23058999999999999 -0.23166999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020936042142458727 -0.00030004524675056879 -7.7317501447773148e-05 0.00016708670416635426 leaf_weight=9.8005905695026723 1.2978792600333715 66.491995874857821 21.131012311612722 leaf_count=67 10 2012 366 internal_value=0 -4.02378e-05 0.000138699 internal_weight=0 76.2926 22.4289 internal_count=2455 2079 376 is_linear=0 shrinkage=0.000400217 Tree=5452 num_leaves=4 num_cat=0 split_feature=1 43 1 split_gain=4.78581 9.52979 2.67628 threshold=0.077765000000000015 0.095890000000000017 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028450563122660316 0.00055522954312315416 0.00027984939296304387 3.3504414359461527e-05 leaf_weight=20.416489363517034 1.4996652808040369 6.154269994924106 70.550243480392965 leaf_count=1134 5 142 1163 internal_value=0 -0.000153165 4.52084e-05 internal_weight=0 26.5708 72.0499 internal_count=2444 1276 1168 is_linear=0 shrinkage=0.000400217 Tree=5453 num_leaves=4 num_cat=0 split_feature=0 1 49 split_gain=2.81575 9.66644 3.07966 threshold=-0.074494999999999992 1.0000000180025095e-35 0.0037600000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021027686488893856 0.00054388985243221139 0.00043028887247728738 0.014275965696620587 leaf_weight=10.576663090749205 30.90795306241489 48.105699933352298 8.6161179343034728 leaf_count=1004 612 730 154 internal_value=0 -0.00346989 0.00356931 internal_weight=0 58.6824 39.5241 internal_count=2500 1734 766 is_linear=0 shrinkage=0.0204111 Tree=5454 num_leaves=3 num_cat=0 split_feature=151 42 split_gain=3.66288 2.73526 threshold=-0.27336999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022449242285954307 -0.006054347747428245 0.0039081356281350892 leaf_weight=2.4024202179280101 13.25204141814538 81.751476683290093 leaf_count=55 680 1737 internal_value=0 0.00251298 internal_weight=0 95.0035 internal_count=2472 2417 is_linear=0 shrinkage=0.0204111 Tree=5455 num_leaves=4 num_cat=0 split_feature=156 159 15 split_gain=2.62088 2.9264 1.8153 threshold=0.091255000000000017 0.11259000000000001 -0.083119999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024988184717788233 0.0051812830176515426 -0.021869028416147282 -0.0178234722631717 leaf_weight=88.443679388743476 1.9591490016318855 1.9907058111130016 4.7786890091228988 leaf_count=2185 54 100 170 internal_value=0 0.00193604 -0.0111591 internal_weight=0 90.4344 6.73784 internal_count=2509 2285 224 is_linear=0 shrinkage=0.0204111 Tree=5456 num_leaves=4 num_cat=0 split_feature=16 0 151 split_gain=3.94783 5.89373 2.89624 threshold=0.26746000000000009 0.17126500000000003 -0.52082499999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023154278713919632 -0.022552745093037691 0.017447681243722545 0.0027978295282885621 leaf_weight=1.7204088487924298 6.0443335107484009 1.951921261847019 81.931779055328661 leaf_count=40 280 5 2167 internal_value=0 -0.0126824 0.00223386 internal_weight=0 7.99625 83.6522 internal_count=2492 285 2207 is_linear=0 shrinkage=0.0204111 Tree=5457 num_leaves=4 num_cat=0 split_feature=1429 456 3 split_gain=2.66336 2.50612 0.591098 threshold=-1.0000000180025095e-35 0.087485000000000021 0.096380000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014083317736416757 0.0012477291123014044 -0.014473162949002708 -0.040756791918354837 leaf_weight=1.2106294354016416 89.61080209530337 4.3214363172883159 0.53177650051657099 leaf_count=106 2254 123 18 internal_value=0 0.000508105 -0.0241933 internal_weight=0 93.9322 1.74241 internal_count=2501 2377 124 is_linear=0 shrinkage=0.0204111 Tree=5458 num_leaves=4 num_cat=0 split_feature=483 155 13 split_gain=2.5596 2.32588 0.371999 threshold=0.10297500000000001 0.088610000000000008 -0.079324999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018847361442267839 -0.0063650579305292833 -0.018472424822973482 -0.02433105686320014 leaf_weight=97.521507757432119 0.79097180408280143 2.2841792080434962 1.6930134178110154 leaf_count=2257 38 146 63 internal_value=0 0.00139866 -0.0191315 internal_weight=0 99.8057 2.48399 internal_count=2504 2403 101 is_linear=0 shrinkage=0.0204111 Tree=5459 num_leaves=4 num_cat=0 split_feature=4 14 1 split_gain=4.73923 3.43573 0.504061 threshold=-0.49367499999999992 0.076175000000000007 0.081190000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027427919778941139 0.0010065038844562241 -0.024763267936262229 -0.011034270616896682 leaf_weight=2.5615364341065283 90.971654879351263 2.0957174600625867 1.4300577207468448 leaf_count=31 2260 84 92 internal_value=0 0.000397154 -0.0220159 internal_weight=0 93.0674 3.99159 internal_count=2467 2344 123 is_linear=0 shrinkage=0.0204111 Tree=5460 num_leaves=3 num_cat=0 split_feature=1375 151 split_gain=4.71261 3.48487 threshold=-0.43429999999999996 0.10932500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03426050643407727 0.0020921451488374607 -0.023224007993236935 leaf_weight=1.4493048845324654 94.398883151927294 2.2093550983117884 leaf_count=11 2389 52 internal_value=0 0.00148697 internal_weight=0 96.6082 internal_count=2452 2441 is_linear=0 shrinkage=0.0204111 Tree=5461 num_leaves=3 num_cat=0 split_feature=448 159 split_gain=2.48296 2.40496 threshold=-0.083859999999999976 0.10506000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02165455541137801 0.0017622368512082741 -0.011954016722407248 leaf_weight=1.9602250311290834 87.995272010684857 5.5568361897312561 leaf_count=36 2209 200 internal_value=0 0.000934199 internal_weight=0 93.5521 internal_count=2445 2409 is_linear=0 shrinkage=0.0204111 Tree=5462 num_leaves=3 num_cat=0 split_feature=453 33 split_gain=2.52184 2.3052 threshold=0.10218000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019382466759641316 -0.023380300228191889 0.0013365830973105443 leaf_weight=2.1799691547639659 1.7123826639726747 93.856206592445233 leaf_count=28 14 2422 internal_value=0 0.000844248 internal_weight=0 96.0362 internal_count=2464 2450 is_linear=0 shrinkage=0.0204111 Tree=5463 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.06288 4.62308 threshold=-0.14941999999999997 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018613954124691887 -0.021708437698728076 -6.4944917033011681e-05 leaf_weight=3.3023497423855579 4.2000045708700773 88.489159699809534 leaf_count=29 146 2279 internal_value=0 -0.00107068 internal_weight=0 92.6892 internal_count=2454 2425 is_linear=0 shrinkage=0.0204111 Tree=5464 num_leaves=4 num_cat=0 split_feature=11 43 1 split_gain=3.11084 3.44427 0.984043 threshold=0.088215000000000002 -0.063379999999999978 0.11249000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0059509937470236841 -0.025800317915747866 -0.0021882669063148156 -0.0064702004691429907 leaf_weight=33.499506929380004 2.2327694679916013 60.810138964734506 2.2503130529075861 leaf_count=1051 62 1337 29 internal_value=0 0.000706489 -0.0164915 internal_weight=0 94.3096 4.48308 internal_count=2479 2388 91 is_linear=0 shrinkage=0.0204111 Tree=5465 num_leaves=3 num_cat=0 split_feature=1456 44 split_gain=3.25424 2.76254 threshold=-1.0000000180025095e-35 0.081805000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021266474264326651 0.0014922404522177866 -0.020107940249841798 leaf_weight=2.7295534899349141 90.754900509709842 2.4238280141726127 leaf_count=225 2176 35 internal_value=0 0.000906903 internal_weight=0 93.1787 internal_count=2436 2211 is_linear=0 shrinkage=0.0204111 Tree=5466 num_leaves=4 num_cat=0 split_feature=52 147 151 split_gain=3.40407 4.74844 2.79199 threshold=0.18635500000000002 0.10100500000000003 0.056735000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014619407463006212 -0.023067426561271896 0.019955300897577473 -0.011386182374039969 leaf_weight=84.025050735363038 5.3090814994284292 1.2393432334065435 7.5786011338932431 leaf_count=2126 293 4 102 internal_value=0 -0.0147264 0.00038638 internal_weight=0 6.54842 91.6037 internal_count=2525 297 2228 is_linear=0 shrinkage=0.0204111 Tree=5467 num_leaves=4 num_cat=0 split_feature=13 13 39 split_gain=2.6719 8.02281 2.77059 threshold=-0.084024999999999975 -0.084734999999999991 0.15619500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.979228117897307e-05 -5.7811598497047656e-05 0.00097898120913295929 0.00044529575191469691 leaf_weight=27.111549987501352 66.268924598240119 1.4639552184235061 1.689771344186737 leaf_count=697 1716 39 21 internal_value=0 0.000101031 -4.45901e-05 internal_weight=0 28.5755 67.9587 internal_count=2473 736 1737 is_linear=0 shrinkage=0.000400217 Tree=5468 num_leaves=4 num_cat=0 split_feature=1447 15 2 split_gain=3.02184 3.31759 0.678717 threshold=-1.0000000180025095e-35 -0.24269999999999997 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023661808874727276 0.013570229385775382 -0.00012782678222479949 -0.0033994389698905002 leaf_weight=2.4557711614106661 7.9451186392107038 85.866701864906645 0.99866269335325331 leaf_count=223 194 2047 23 internal_value=0 0.00104708 -0.0180947 internal_weight=0 93.8118 3.45443 internal_count=2487 2241 246 is_linear=0 shrinkage=0.0204111 Tree=5469 num_leaves=4 num_cat=0 split_feature=43 1 0 split_gain=2.96719 4.70009 3.22889 threshold=0.095890000000000017 0.077845000000000011 -0.044164999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019539613710225053 -3.4624343960836266e-05 1.8760506229080997e-05 0.00043351387028432096 leaf_weight=21.940131598748849 4.6711951561628666 64.147836273798021 4.6261090156622213 leaf_count=1166 201 1091 26 internal_value=0 -3.60017e-05 0.000200697 internal_weight=0 86.088 9.2973 internal_count=2484 2257 227 is_linear=0 shrinkage=0.000400217 Tree=5470 num_leaves=4 num_cat=0 split_feature=15 16 148 split_gain=3.14261 5.12744 3.28505 threshold=0.082725000000000007 -0.24404999999999996 -0.084449999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044443806184675874 0.00019901654776894557 -0.00039899604979206878 3.2840617529045664e-05 leaf_weight=2.2622697362676254 3.2739675025513861 7.161068514637007 85.378052656054933 leaf_count=48 47 826 1535 internal_value=0 -0.00021125 1.99692e-05 internal_weight=0 10.435 87.6403 internal_count=2456 873 1583 is_linear=0 shrinkage=0.000400217 Tree=5471 num_leaves=4 num_cat=0 split_feature=15 0 2 split_gain=2.86322 4.76668 3.05641 threshold=0.084050000000000014 0.089620000000000019 0.14062000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060373883060443141 -0.016490928916543381 0.028242430675175002 0.016054312803375399 leaf_weight=80.100180097422708 8.4679940420755866 1.0194454580778245 4.7552895835542577 leaf_count=1535 826 15 114 internal_value=0 -0.0114109 0.000349702 internal_weight=0 9.48744 84.8555 internal_count=2490 841 1649 is_linear=0 shrinkage=0.0204111 Tree=5472 num_leaves=4 num_cat=0 split_feature=52 4 151 split_gain=3.16663 3.32475 3.21406 threshold=0.18897000000000003 -0.5971599999999998 -0.27336999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040646401869006197 0.00049599028548482716 -0.00033988427930637381 4.8918767942900339e-05 leaf_weight=2.4408601496033944 0.76704932004213322 6.1879089446920252 90.988298403994122 leaf_count=60 2 287 2151 internal_value=0 -0.000241299 3.65495e-05 internal_weight=0 6.95496 93.4292 internal_count=2500 289 2211 is_linear=0 shrinkage=0.000400217 Tree=5473 num_leaves=4 num_cat=0 split_feature=43 15 15 split_gain=3.2901 3.09452 0.512033 threshold=0.17439000000000002 0.084050000000000014 -0.24185499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7220749207650629e-05 -4.7783311587981206e-05 -0.00019756774925123213 -0.00051335506596747774 leaf_weight=89.871033069997793 0.48934257496148381 8.9986695082116039 2.0290583192399927 leaf_count=1553 9 752 155 internal_value=0 2.47429e-05 -0.000428776 internal_weight=0 98.8697 2.5184 internal_count=2469 2305 164 is_linear=0 shrinkage=0.000400217 Tree=5474 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=2.81967 8.67022 3.56222 threshold=-0.084024999999999975 -0.084394999999999984 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031213867485146668 -0.003462095783627077 0.053663981746591996 0.011218513294249624 leaf_weight=26.499093828191693 61.961158698366489 1.3830319364788 7.6354130702093235 leaf_count=706 1602 28 196 internal_value=0 0.00583305 -0.00183606 internal_weight=0 27.8821 69.5966 internal_count=2532 734 1798 is_linear=0 shrinkage=0.0204111 Tree=5475 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=2.83745 4.71577 3.76474 threshold=-0.062109999999999992 -0.10674499999999999 -0.052984999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8440191030433968e-05 0.00045869332404910036 -0.0001729461626326434 6.0426330117061854e-05 leaf_weight=43.68302316898189 4.2834978243627111 23.67216981123056 28.537852998939343 leaf_count=451 57 1563 414 internal_value=0 -2.95245e-05 0.000113787 internal_weight=0 67.3552 32.8214 internal_count=2485 2014 471 is_linear=0 shrinkage=0.000400217 Tree=5476 num_leaves=4 num_cat=0 split_feature=15 43 11 split_gain=3.73123 5.31017 2.74299 threshold=0.084050000000000014 0.23693500000000003 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.1698342115391616e-05 -0.00038013393668215247 0.00048099588941706345 -0.0001689184020199711 leaf_weight=81.148611619806616 6.6247097728919462 1.2824294992169596 8.2640596101773536 leaf_count=1504 751 53 131 internal_value=0 -0.000235705 4.92756e-05 internal_weight=0 7.90714 89.4127 internal_count=2439 804 1635 is_linear=0 shrinkage=0.000400217 Tree=5477 num_leaves=4 num_cat=0 split_feature=1213 13 1429 split_gain=4.16734 2.99597 2.00553 threshold=-1.0000000180025095e-35 -0.24588999999999997 0.087935000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044468694542529596 0.00025093424834798423 5.3527710311747517e-06 0.00038638795231965762 leaf_weight=4.1405480307730604 8.6740933062392269 84.359123327296402 0.43598490953445423 leaf_count=395 124 1960 1 internal_value=0 2.85241e-05 -0.000358178 internal_weight=0 93.0332 4.57653 internal_count=2480 2084 396 is_linear=0 shrinkage=0.000400217 Tree=5478 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=2.78238 5.60333 3.08283 threshold=0.094405000000000003 -0.097754999999999995 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010997419075103843 0.00010674450593219075 -0.00015819641413802231 -0.00025755362141964056 leaf_weight=19.889499856602924 43.442682937718928 33.112235597382096 3.9620690713636568 leaf_count=221 704 1489 46 internal_value=0 -5.75427e-05 7.57615e-05 internal_weight=0 53.0017 47.4048 internal_count=2460 1710 750 is_linear=0 shrinkage=0.000400217 Tree=5479 num_leaves=3 num_cat=0 split_feature=3 158 split_gain=3.43818 3.08949 threshold=0.26577500000000004 0.084765000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00058121044713532397 0.020360190298368819 -0.014153446470814917 leaf_weight=89.919019795936038 3.3340340688009737 6.2344440236192886 leaf_count=2120 112 262 internal_value=0 -0.000389513 internal_weight=0 96.1535 internal_count=2494 2382 is_linear=0 shrinkage=0.0204111 Tree=5480 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=4.85499 6.49945 2.70065 threshold=0.077765000000000015 -0.083954999999999988 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4882019689065619e-05 8.7205966008392503e-05 -0.00035241884214535937 -7.8357340049718468e-05 leaf_weight=12.045471655656003 44.926983474775625 14.403609321692782 24.188946805428714 leaf_count=285 638 1032 542 internal_value=0 -0.000172053 2.92297e-05 internal_weight=0 26.4491 69.1159 internal_count=2497 1317 1180 is_linear=0 shrinkage=0.000400217 Tree=5481 num_leaves=4 num_cat=0 split_feature=157 0 42 split_gain=3.43941 4.13694 2.99486 threshold=-0.077234999999999984 -0.097414999999999988 0.091735000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0185763700023674 -0.00069816543108198212 -0.0035622506287764089 -0.011837023158855381 leaf_weight=7.6510685508255847 67.367915058530343 6.3723290599991724 11.712060504047257 leaf_count=49 1668 252 505 internal_value=0 0.0085679 -0.00236228 internal_weight=0 14.0234 79.08 internal_count=2474 301 2173 is_linear=0 shrinkage=0.0204111 Tree=5482 num_leaves=4 num_cat=0 split_feature=16 43 42 split_gain=3.09447 4.65363 3.33654 threshold=0.16104500000000002 -0.17390999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019115013599642128 0.00014271728233438983 -0.00034300009364558303 6.0809661718185563e-05 leaf_weight=9.4124764514635881 4.7884976068453389 8.8941673093795526 72.506124501094746 leaf_count=585 34 352 1491 internal_value=0 -0.000173236 3.1638e-05 internal_weight=0 13.6827 81.9186 internal_count=2462 386 2076 is_linear=0 shrinkage=0.000400217 Tree=5483 num_leaves=3 num_cat=0 split_feature=1456 1 split_gain=3.24492 2.88673 threshold=-1.0000000180025095e-35 0.10114000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020849358946586582 -0.00017967277449860668 0.0072123016492609522 leaf_weight=2.3944770870766652 56.665804102973198 35.870877996407216 leaf_count=222 1635 568 internal_value=0 0.002691 internal_weight=0 92.5367 internal_count=2425 2203 is_linear=0 shrinkage=0.0204111 Tree=5484 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=2.45353 3.64595 threshold=1.0000000180025095e-35 -0.23078999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027209041979171854 -0.00030953598610466141 -1.0998042712685131e-05 leaf_weight=7.854556704114656 3.821258323150686 85.374810351109772 leaf_count=63 65 2293 internal_value=0 1.31499e-05 internal_weight=0 93.2294 internal_count=2421 2356 is_linear=0 shrinkage=0.000400217 Tree=5485 num_leaves=4 num_cat=0 split_feature=403 13 151 split_gain=2.74488 3.09493 2.80151 threshold=-1.0000000180025095e-35 -0.10939499999999998 -0.083274999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010113757792829064 -0.0060128183933211479 -0.017849987766245613 0.0039055945208335964 leaf_weight=2.2098664349759929 13.940649503754683 5.750844773669086 76.337485497893795 leaf_count=16 280 615 1580 internal_value=0 -0.0100547 0.00236845 internal_weight=0 7.96071 90.2781 internal_count=2491 631 1860 is_linear=0 shrinkage=0.0204111 Tree=5486 num_leaves=4 num_cat=0 split_feature=2 456 16 split_gain=2.94026 2.61194 0.114727 threshold=0.14753000000000002 0.085215000000000013 -0.069089999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4618681306228737e-05 0.00039385473209299968 -0.00028811053956066492 0.00023141135094692408 leaf_weight=89.132100739971065 2.4587092918227427 4.6991940466104998 1.9549138627480704 leaf_count=2222 72 149 43 internal_value=0 -8.67713e-07 0.00032941 internal_weight=0 93.8313 4.41362 internal_count=2486 2371 115 is_linear=0 shrinkage=0.000400217 Tree=5487 num_leaves=4 num_cat=0 split_feature=43 457 156 split_gain=2.53031 4.2747 3.88355 threshold=-0.063379999999999978 0.082380000000000009 0.085790000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0063608133407006776 -0.0053841180436173235 0.0077132436076404708 -0.013955194964253211 leaf_weight=33.724707845889498 49.553952906582708 13.020691654295659 4.327232342795468 leaf_count=948 1251 115 168 internal_value=0 -0.00264988 0.00401633 internal_weight=0 62.5746 38.0519 internal_count=2482 1366 1116 is_linear=0 shrinkage=0.0204111 Tree=5488 num_leaves=3 num_cat=0 split_feature=2 3 split_gain=2.83004 2.70733 threshold=-0.18970999999999996 -0.52412999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037943930792360287 0.00046294553124933064 -2.9627746407575927e-05 leaf_weight=2.815451454371213 1.7107118335552502 92.401042271652841 leaf_count=42 15 2383 internal_value=0 -2.01345e-05 internal_weight=0 94.1118 internal_count=2440 2398 is_linear=0 shrinkage=0.000400217 Tree=5489 num_leaves=4 num_cat=0 split_feature=42 2 453 split_gain=3.01529 3.58444 2.73783 threshold=-1.0000000180025095e-35 0.096540000000000015 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035181614384938821 3.6773731830714859e-05 6.5470596575556515e-05 -0.00040321906690130271 leaf_weight=7.8379799536269257 81.072342393446888 5.5818139521434205 2.2186200545402235 leaf_count=492 1766 191 27 internal_value=0 -0.000179145 2.45281e-05 internal_weight=0 13.4198 83.291 internal_count=2476 683 1793 is_linear=0 shrinkage=0.000400217 Tree=5490 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=3.23845 3.40309 threshold=-0.097454999999999986 0.10423500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043091710697269487 -2.8285543745942648e-05 0.00012835344176423437 leaf_weight=2.4033462973311535 60.52070890656978 34.961037781118648 leaf_count=40 1869 522 internal_value=0 2.91516e-05 internal_weight=0 95.4817 internal_count=2431 2391 is_linear=0 shrinkage=0.000400217 Tree=5491 num_leaves=4 num_cat=0 split_feature=484 1373 160 split_gain=4.15458 3.41056 1.90696 threshold=-0.0068949999999999992 0.099250000000000019 0.51347500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039781163009129932 2.1173146522928517e-05 -0.00052306869391438495 0.00028576641780488445 leaf_weight=5.646879992724279 90.956624861493765 1.7705079579027359 0.65678172775369592 leaf_count=355 2052 20 28 internal_value=0 1.01632e-05 -0.000322845 internal_weight=0 92.7271 6.30366 internal_count=2455 2072 383 is_linear=0 shrinkage=0.000400217 Tree=5492 num_leaves=3 num_cat=0 split_feature=44 401 split_gain=3.37497 2.5899 threshold=1.0000000180025095e-35 0.087110000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012926687716371627 -0.021397655623993168 -0.018353492771415743 leaf_weight=88.536356981516292 2.8683863251935682 2.7746979070070656 leaf_count=2208 48 208 internal_value=0 0.000673928 internal_weight=0 91.3111 internal_count=2464 2416 is_linear=0 shrinkage=0.0204111 Tree=5493 num_leaves=3 num_cat=0 split_feature=2 16 split_gain=2.53359 2.39947 threshold=0.15669500000000003 -0.55433999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00059631643027184154 0.00039777164842079714 1.3658406842809557e-05 leaf_weight=0.9320583941298527 2.6225278009660533 97.490972168918233 leaf_count=28 78 2355 internal_value=0 7.21095e-06 internal_weight=0 98.423 internal_count=2461 2383 is_linear=0 shrinkage=0.000400217 Tree=5494 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=2.34601 2.45576 threshold=-0.51118499999999989 -0.23078999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022692365422600922 0.010881321146624077 2.8512516298298033e-05 leaf_weight=1.642621324645005 9.5511781126842816 85.93121999806317 leaf_count=41 69 2367 internal_value=0 0.0011256 internal_weight=0 95.4824 internal_count=2477 2436 is_linear=0 shrinkage=0.0204111 Tree=5495 num_leaves=3 num_cat=0 split_feature=14 1373 split_gain=3.07237 2.68338 threshold=0.076175000000000007 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.1113226191190301e-06 -0.0004851468338883098 -0.00050989811521215042 leaf_weight=94.045545352997578 2.041229884925996 1.5239371178904537 leaf_count=2365 76 18 internal_value=0 -1.71988e-06 internal_weight=0 95.5695 internal_count=2459 2383 is_linear=0 shrinkage=0.000400217 Tree=5496 num_leaves=4 num_cat=0 split_feature=43 15 42 split_gain=3.20026 2.70722 2.16093 threshold=0.095890000000000017 0.091545000000000015 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1511655501499186e-05 0.00034485874131136394 -0.00028569893170023489 -9.4872132247737306e-05 leaf_weight=83.429466412817419 6.2669504845143802 6.0853299146110649 2.4312501159147359 leaf_count=1875 157 353 79 internal_value=0 -3.04849e-05 0.000222305 internal_weight=0 89.5148 8.6982 internal_count=2464 2228 236 is_linear=0 shrinkage=0.000400217 Tree=5497 num_leaves=3 num_cat=0 split_feature=39 31 split_gain=2.5209 2.4518 threshold=0.16946000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021760096905293007 0.022606115447367413 -0.0017818903309648421 leaf_weight=1.7688095325138409 1.7598854061216105 92.577261708094738 leaf_count=67 22 2413 internal_value=0 -0.00131525 internal_weight=0 94.3461 internal_count=2502 2480 is_linear=0 shrinkage=0.0204111 Tree=5498 num_leaves=3 num_cat=0 split_feature=1366 403 split_gain=2.55361 2.28016 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038326346753731209 -0.00018323671637743733 3.2238213417571144e-05 leaf_weight=2.5588718915241762 8.5107686615301628 89.595577300009609 leaf_count=53 602 1855 internal_value=0 1.33581e-05 internal_weight=0 98.1063 internal_count=2510 2457 is_linear=0 shrinkage=0.000400217 Tree=5499 num_leaves=4 num_cat=0 split_feature=160 1 49 split_gain=2.65514 2.24737 0.0270787 threshold=-0.40446999999999994 0.094405000000000003 -0.028439999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002277081587835278 -5.2886041833878018e-05 6.849220814956446e-05 -0.00043889741943665267 leaf_weight=0.53444327088072929 52.427526231971569 45.562424769159406 1.9637536397167412 leaf_count=13 1597 719 180 internal_value=0 3.56501e-06 -0.000405423 internal_weight=0 97.99 2.4982 internal_count=2509 2316 193 is_linear=0 shrinkage=0.000400217 Tree=5500 num_leaves=3 num_cat=0 split_feature=33 1212 split_gain=2.18634 2.23027 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019973283607223256 -0.020287185371786205 0.0015009157426616618 leaf_weight=1.9887946110684414 1.8854188870755013 98.018339209262194 leaf_count=27 183 2289 internal_value=0 0.00106747 internal_weight=0 99.9038 internal_count=2499 2472 is_linear=0 shrinkage=0.0204111 Tree=5501 num_leaves=3 num_cat=0 split_feature=1373 16 split_gain=2.93245 2.7464 threshold=0.09586500000000002 -0.55433999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.034066499837366135 -0.026265467369604969 0.0012991679468403133 leaf_weight=0.81214859650935878 1.5677834774251085 91.544144099942059 leaf_count=24 23 2362 internal_value=0 0.000947301 internal_weight=0 92.3563 internal_count=2409 2386 is_linear=0 shrinkage=0.0204111 Tree=5502 num_leaves=4 num_cat=0 split_feature=49 15 3 split_gain=3.74914 4.00231 1.181 threshold=-0.10919499999999999 0.10347000000000002 -0.013174999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0064246132654630916 0.0026192231257136703 -0.025999954842796189 -0.023257492365877853 leaf_weight=4.6017996548907831 87.03834030629514 1.9730395865553862 2.8073772444913621 leaf_count=73 2133 190 36 internal_value=0 0.00195298 -0.013054 internal_weight=0 89.0114 7.40918 internal_count=2432 2323 109 is_linear=0 shrinkage=0.0204111 Tree=5503 num_leaves=4 num_cat=0 split_feature=4 484 52 split_gain=4.54128 3.05586 0.535755 threshold=-0.49367499999999992 -0.0068949999999999992 0.09086000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024312163662008242 -0.00023952007526782624 4.3383136139942142e-05 -0.0005652617779089784 leaf_weight=1.9038886481430375 6.461240292475849 87.927723594293639 1.905314849456772 leaf_count=98 384 1978 22 internal_value=0 2.37566e-05 -0.000415792 internal_weight=0 94.389 3.8092 internal_count=2482 2362 120 is_linear=0 shrinkage=0.000400217 Tree=5504 num_leaves=4 num_cat=0 split_feature=14 1373 4 split_gain=3.48557 3.0248 0.0046582 threshold=0.076175000000000007 0.099250000000000019 -0.065794999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.480034639823468e-05 -0.00037476375192006974 -0.00050877142361455856 -0.0006237957859322698 leaf_weight=92.321037093977793 0.86549758191540604 1.5576337357051659 0.87042124161962309 leaf_count=2341 49 18 27 internal_value=0 2.51861e-05 -0.000529864 internal_weight=0 93.8787 1.73592 internal_count=2435 2359 76 is_linear=0 shrinkage=0.000400217 Tree=5505 num_leaves=3 num_cat=0 split_feature=0 160 split_gain=3.95589 3.32029 threshold=0.2506000000000001 -0.20907999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017869397996525538 -0.029120762823351978 0.00082073449053805337 leaf_weight=4.0338699783424081 1.8757606185972679 88.181173000652052 leaf_count=268 15 2172 internal_value=0 -1.7529e-05 internal_weight=0 92.215 internal_count=2455 2440 is_linear=0 shrinkage=0.0204111 Tree=5506 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.70851 3.14922 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039662981238124259 0.00079236753197890449 2.2485332863208302e-05 leaf_weight=2.3396316455255137 0.74686879245564242 95.570479590751347 leaf_count=226 3 2240 internal_value=0 2.93683e-05 internal_weight=0 96.3173 internal_count=2469 2243 is_linear=0 shrinkage=0.000400217 Tree=5507 num_leaves=4 num_cat=0 split_feature=457 0 457 split_gain=3.17207 3.23705 2.39687 threshold=-0.0046349999999999994 -0.10191999999999998 -0.14941999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0046519381753635045 0.0061887395350586124 -0.0017854339284587347 -0.016548733966239862 leaf_weight=3.126304303354118 37.833798699590261 47.998025133023475 7.2299557660444389 leaf_count=34 421 1837 179 internal_value=0 0.00173298 -0.0101675 internal_weight=0 85.8318 10.3563 internal_count=2471 2258 213 is_linear=0 shrinkage=0.0204111 Tree=5508 num_leaves=4 num_cat=0 split_feature=42 160 2 split_gain=2.94698 2.78639 0.673236 threshold=-0.108275 -0.40446999999999994 0.098195000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047862562782001054 -0.00040261004012859383 3.2823800182705924e-05 -6.8015052677883667e-05 leaf_weight=2.2277397475809262 2.3009240882020086 96.66741605331481 0.93737182179756917 leaf_count=100 193 2147 43 internal_value=0 2.22568e-05 -0.000363499 internal_weight=0 98.9683 3.16511 internal_count=2483 2340 143 is_linear=0 shrinkage=0.000400217 Tree=5509 num_leaves=3 num_cat=0 split_feature=1444 1456 split_gain=2.20111 2.38694 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02190016676757079 -0.020880541190343774 -9.3969259439333658e-05 leaf_weight=1.7343547425698478 2.2464112419802396 95.442955321450427 leaf_count=28 224 2263 internal_value=0 -0.000595324 internal_weight=0 97.6894 internal_count=2515 2487 is_linear=0 shrinkage=0.0204111 Tree=5510 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=3.52332 2.9758 threshold=-0.43150999999999995 0.083325000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029735023902845967 0.0024594415689225156 -0.0050053319056897116 leaf_weight=1.6430832555924997 55.261882745668117 37.08153281752675 leaf_count=12 726 1708 internal_value=0 -0.000540553 internal_weight=0 92.3434 internal_count=2446 2434 is_linear=0 shrinkage=0.0204111 Tree=5511 num_leaves=4 num_cat=0 split_feature=43 43 11 split_gain=2.38974 4.62398 3.82381 threshold=-0.053524999999999996 -0.00051499999999999994 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0064965027568772427 -0.019019312804097712 -0.00015875517727575119 -0.018579604426673491 leaf_weight=33.5409969188986 5.8767028457004917 56.604144581033324 2.6321354428073382 leaf_count=1083 457 876 44 internal_value=0 -0.00196355 0.00462014 internal_weight=0 62.4808 36.1731 internal_count=2460 1333 1127 is_linear=0 shrinkage=0.0204111 Tree=5512 num_leaves=4 num_cat=0 split_feature=484 150 33 split_gain=2.74814 3.26266 2.72495 threshold=-0.0068949999999999992 0.094605000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035284190507802067 -0.0003814382062087011 0.00027606146256484241 6.1396367661779473e-05 leaf_weight=5.4718245835829284 2.1715599424205712 1.6392117850482462 90.116238188827992 leaf_count=379 28 15 2086 internal_value=0 -0.000205837 5.05267e-05 internal_weight=0 7.11104 92.2878 internal_count=2508 394 2114 is_linear=0 shrinkage=0.000400217 Tree=5513 num_leaves=4 num_cat=0 split_feature=1 43 151 split_gain=3.26292 6.23845 3.12465 threshold=1.0000000180025095e-35 0.081630000000000022 0.056735000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023835886320799462 8.182119345123691e-05 0.00016897765182159825 -0.00019654918002044689 leaf_weight=18.904056088067595 61.873718544353324 8.7188319378365104 7.103061453672125 leaf_count=1109 1103 157 79 internal_value=0 -0.000109625 5.28832e-05 internal_weight=0 27.6229 68.9768 internal_count=2448 1266 1182 is_linear=0 shrinkage=0.000400217 Tree=5514 num_leaves=3 num_cat=0 split_feature=1444 43 split_gain=2.47605 2.62392 threshold=-0.084274999999999989 0.095890000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022925388715672158 -0.0025286901156160624 0.0086163582231497966 leaf_weight=1.6745611905353133 82.109882980021212 9.7457241078300267 leaf_count=27 2160 239 internal_value=0 -0.00133717 internal_weight=0 91.8556 internal_count=2426 2399 is_linear=0 shrinkage=0.0204111 Tree=5515 num_leaves=4 num_cat=0 split_feature=4 483 47 split_gain=3.63066 3.14172 1.7895 threshold=0.27626000000000001 0.080810000000000007 0.10954500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1966827578721293e-05 0.00024028811999571775 -0.00037190827672295998 -0.00011880203559105692 leaf_weight=76.905612073489465 13.010592138482023 3.9793374662986016 2.6048254950437686 leaf_count=1969 248 241 23 internal_value=0 -3.01647e-05 0.000179969 internal_weight=0 80.8849 15.6154 internal_count=2481 2210 271 is_linear=0 shrinkage=0.000400217 Tree=5516 num_leaves=3 num_cat=0 split_feature=156 12 split_gain=2.28595 2.24241 threshold=-1.0000000180025095e-35 0.11610500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040873690943855185 3.5938086511549308e-05 -0.00028255922965268661 leaf_weight=1.885126920078618 93.056844952130632 3.5693404698249642 leaf_count=127 2253 116 internal_value=0 2.38595e-05 internal_weight=0 96.6262 internal_count=2496 2369 is_linear=0 shrinkage=0.000400217 Tree=5517 num_leaves=3 num_cat=0 split_feature=155 403 split_gain=2.91887 2.65622 threshold=0.090695000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00020070622170194737 -0.00044701174903378176 3.2731675211218062e-05 leaf_weight=8.4240400054550246 2.1490278059500261 91.419622153240198 leaf_count=605 151 1761 internal_value=0 1.28332e-05 internal_weight=0 99.8437 internal_count=2517 2366 is_linear=0 shrinkage=0.000400217 Tree=5518 num_leaves=3 num_cat=0 split_feature=1366 12 split_gain=2.60368 2.86364 threshold=-1.0000000180025095e-35 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038067315013537044 7.5211821753729024e-05 -6.7570740147232991e-05 leaf_weight=2.5595921364147207 58.015476149812457 36.600363004497922 leaf_count=51 811 1591 internal_value=0 1.99645e-05 internal_weight=0 94.6158 internal_count=2453 2402 is_linear=0 shrinkage=0.000400217 Tree=5519 num_leaves=4 num_cat=0 split_feature=4 12 49 split_gain=2.83192 3.99941 2.11736 threshold=0.27626000000000001 -0.13407999999999998 -0.029539999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063811472879024285 0.00041636058718669521 -1.91392058444263e-05 7.1504186324946708e-05 leaf_weight=1.5965404087328341 3.6042243295814869 78.845925402598368 12.550103952555217 leaf_count=28 45 2144 221 internal_value=0 -3.22939e-05 0.000150782 internal_weight=0 80.4425 16.1543 internal_count=2438 2172 266 is_linear=0 shrinkage=0.000400217 Tree=5520 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=2.70804 3.11965 1.69535 threshold=-0.24588999999999997 0.084155000000000021 -0.090869999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0034352245629339514 -0.002846148653613424 0.0082541387549828916 0.01588702697387917 leaf_weight=2.5924158704874571 70.883426388212683 12.278451370555556 6.5565353848505747 leaf_count=58 2086 254 71 internal_value=0 -0.00119835 0.0104366 internal_weight=0 83.1619 9.14895 internal_count=2469 2340 129 is_linear=0 shrinkage=0.0204111 Tree=5521 num_leaves=4 num_cat=0 split_feature=12 2 43 split_gain=2.98949 3.11295 0.562092 threshold=0.11610500000000001 0.12162000000000002 -0.25364999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9357640948485283e-05 -0.00058327086062376257 0.00019024739675672052 -0.00023519293425038222 leaf_weight=79.312163048962248 1.224195507966215 11.774377157700654 2.3417659625811202 leaf_count=2133 21 222 100 internal_value=0 -7.71492e-07 -0.000368807 internal_weight=0 91.0865 3.56596 internal_count=2476 2355 121 is_linear=0 shrinkage=0.000400217 Tree=5522 num_leaves=3 num_cat=0 split_feature=1213 453 split_gain=3.02662 2.43692 threshold=-0.080769999999999995 0.10218000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022621240219083072 0.0012726296708015245 -0.022481373894959512 leaf_weight=2.2426994266206739 91.842979752727842 1.7233592849224795 leaf_count=265 2189 16 internal_value=0 0.000808767 internal_weight=0 93.5663 internal_count=2470 2205 is_linear=0 shrinkage=0.0204111 Tree=5523 num_leaves=3 num_cat=0 split_feature=376 130 split_gain=2.90955 2.65362 threshold=0.088470000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.6552878403674799e-06 0.00035320443125681154 -0.00037167802298755811 leaf_weight=88.947403766323987 3.5595066821260835 3.0283653242477149 leaf_count=2107 54 314 internal_value=0 -1.01068e-05 internal_weight=0 91.9758 internal_count=2475 2421 is_linear=0 shrinkage=0.000400217 Tree=5524 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=2.45729 2.61424 threshold=0.099250000000000019 -0.12118 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.1997834811066921e-05 -0.00050690931868522192 -5.7021249279207528e-05 leaf_weight=33.695180830807658 1.4906151837203641 60.223086713249359 leaf_count=354 18 2106 internal_value=0 -7.10694e-06 internal_weight=0 93.9183 internal_count=2478 2460 is_linear=0 shrinkage=0.000400217 Tree=5525 num_leaves=3 num_cat=0 split_feature=1373 133 split_gain=2.753 2.58597 threshold=0.099250000000000019 0.099280000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018195484474584807 -0.025903267499194263 -0.012931480340071123 leaf_weight=89.760219408934063 1.4986205191235047 5.128511121198243 leaf_count=2052 20 377 internal_value=0 0.00100799 internal_weight=0 94.8887 internal_count=2449 2429 is_linear=0 shrinkage=0.0204111 Tree=5526 num_leaves=3 num_cat=0 split_feature=9 33 split_gain=2.91503 2.55135 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004406938989567242 -0.00039998304678323383 2.2413364796612192e-05 leaf_weight=2.4999974605452726 2.2353801638819268 94.541886294580763 leaf_count=78 26 2351 internal_value=0 1.22058e-05 internal_weight=0 96.7773 internal_count=2455 2377 is_linear=0 shrinkage=0.000400217 Tree=5527 num_leaves=3 num_cat=0 split_feature=1375 2 split_gain=2.38636 2.1384 threshold=-0.43150999999999995 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024536861805165545 -0.055832657660117885 -9.5327855597234016e-05 leaf_weight=1.607459979073609 0.17569348961114784 92.456540898023377 leaf_count=12 2 2420 internal_value=0 -0.000268321 internal_weight=0 92.6322 internal_count=2434 2422 is_linear=0 shrinkage=0.0204111 Tree=5528 num_leaves=4 num_cat=0 split_feature=42 39 1365 split_gain=4.40547 3.17511 3.1598 threshold=-1.0000000180025095e-35 0.16946000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025155398287260775 6.6745394980038462e-05 0.00045759739812649056 -0.00040095375571003563 leaf_weight=12.139832539854975 83.211342157956096 1.0001944601535804 2.2694423545035525 leaf_count=679 1740 2 52 internal_value=0 -0.000194164 5.38201e-05 internal_weight=0 13.14 85.4808 internal_count=2473 681 1792 is_linear=0 shrinkage=0.000400217 Tree=5529 num_leaves=3 num_cat=0 split_feature=1446 15 split_gain=2.72082 2.7916 threshold=0.090050000000000005 0.084050000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6337585881377316e-05 -0.00043617758527157453 -0.00019252604881036495 leaf_weight=90.487868054457067 2.0779271383580626 9.3133993373630783 leaf_count=1580 116 790 internal_value=0 1.47883e-05 internal_weight=0 99.8013 internal_count=2486 2370 is_linear=0 shrinkage=0.000400217 Tree=5530 num_leaves=4 num_cat=0 split_feature=4 133 0 split_gain=2.88867 2.61838 1.63445 threshold=-0.4214949999999999 -0.26719999999999994 0.17126500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018549656177828854 -0.024425563201185403 0.0014684171015016986 0.0017101559016705352 leaf_weight=5.1221885168924919 1.5477857509285957 82.534022762127279 2.4027818688191473 leaf_count=125 145 2172 13 internal_value=0 0.000959909 -0.0121503 internal_weight=0 84.0818 7.52497 internal_count=2455 2317 138 is_linear=0 shrinkage=0.0204111 Tree=5531 num_leaves=4 num_cat=0 split_feature=2 31 16 split_gain=2.64745 2.52537 0.836917 threshold=0.14753000000000002 -1.0000000180025095e-35 0.024055000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042361648012643652 0.00041219149799395967 -3.0402583669456657e-05 5.4475427413977274e-05 leaf_weight=1.8942866809957184 2.9313946188485707 89.96108252502745 1.6557748385821467 leaf_count=72 73 2296 36 internal_value=0 -2.05352e-05 0.000287446 internal_weight=0 91.8554 4.58717 internal_count=2477 2368 109 is_linear=0 shrinkage=0.000400217 Tree=5532 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.16875 4.19533 threshold=-0.15747999999999998 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038657573611871189 -0.00038423441038732862 1.5674360370306478e-05 leaf_weight=3.364404489286243 4.2868897207954424 93.692410136609396 leaf_count=26 142 2312 internal_value=0 -2.24147e-06 internal_weight=0 97.9793 internal_count=2480 2454 is_linear=0 shrinkage=0.000400217 Tree=5533 num_leaves=4 num_cat=0 split_feature=43 46 15 split_gain=2.73538 2.42583 0.576234 threshold=0.21983500000000003 0.081930000000000017 -0.23488499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5138937558292847e-06 -1.1332642362531801e-05 -0.0003772700181690371 -0.00051877747400518807 leaf_weight=90.626022018492222 0.44087368715554509 2.5905406458768985 1.9306541064324836 leaf_count=2295 9 42 141 internal_value=0 -3.61925e-06 -0.000429206 internal_weight=0 93.2166 2.37153 internal_count=2487 2337 150 is_linear=0 shrinkage=0.000400217 Tree=5534 num_leaves=4 num_cat=0 split_feature=160 128 15 split_gain=3.05151 2.29429 0.0894066 threshold=-0.40446999999999994 0.089290000000000022 -0.10753999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015541996131311788 3.9460165314827371e-05 -0.00038794497368219004 -0.00044006839653175985 leaf_weight=0.36836602271068875 96.346024653837958 1.9431652922648925 2.1437343490179037 leaf_count=14 2189 143 181 internal_value=0 3.05786e-05 -0.000406741 internal_weight=0 98.2892 2.5121 internal_count=2527 2332 195 is_linear=0 shrinkage=0.000400217 Tree=5535 num_leaves=4 num_cat=0 split_feature=484 43 42 split_gain=3.98593 3.35199 1.68518 threshold=-1.0000000180025095e-35 0.25619500000000001 0.096760000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039181041303381622 2.4408328251090511e-05 -0.00047494272356286837 0.00020226222689273513 leaf_weight=5.5338477730474542 87.131471696411609 2.0957802692282703 0.81394949036621245 leaf_count=359 1941 131 52 internal_value=0 1.2099e-05 -0.00031345 internal_weight=0 89.2273 6.3478 internal_count=2483 2072 411 is_linear=0 shrinkage=0.000400217 Tree=5536 num_leaves=4 num_cat=0 split_feature=1 52 47 split_gain=3.0782 5.79992 3.7626 threshold=0.10114000000000002 0.11379500000000002 0.090280000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9635782686448011e-05 0.00016225181459270853 -0.0005175572671117434 -9.927221486945687e-05 leaf_weight=53.909219441302412 24.84827929205494 4.2897291499830308 13.526986106822731 leaf_count=1576 456 285 153 internal_value=0 -7.57886e-05 7.0046e-05 internal_weight=0 58.1989 38.3753 internal_count=2470 1861 609 is_linear=0 shrinkage=0.000400217 Tree=5537 num_leaves=4 num_cat=0 split_feature=43 43 11 split_gain=2.48714 4.2954 4.10211 threshold=-0.069494999999999987 -0.00051499999999999994 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060882611677239911 -0.018798916657121689 -0.00088951787421450541 -0.018566931680218359 leaf_weight=33.403853446878202 6.0933872018067623 55.431583516165119 2.9604138006106941 leaf_count=1015 544 872 43 internal_value=0 -0.00269418 0.00403025 internal_weight=0 61.525 36.3643 internal_count=2474 1416 1058 is_linear=0 shrinkage=0.0204111 Tree=5538 num_leaves=4 num_cat=0 split_feature=4 4 41 split_gain=3.06227 3.53449 2.86552 threshold=-0.49367499999999992 -0.53936499999999987 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018076106079690707 5.2434900273978257e-05 -0.00052356038418328637 -0.00020677501688840362 leaf_weight=1.6512853605672715 85.012088239531295 3.2756004214752457 7.3171504517958956 leaf_count=35 2210 88 123 internal_value=0 -0.00028873 3.16668e-05 internal_weight=0 4.92689 92.3292 internal_count=2456 123 2333 is_linear=0 shrinkage=0.000400217 Tree=5539 num_leaves=3 num_cat=0 split_feature=1456 0 split_gain=2.71362 2.58076 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041397446139531264 5.9717356658543768e-05 -7.4277190893842448e-05 leaf_weight=2.7057304921545429 41.02687930722459 52.178730410727439 leaf_count=242 399 1796 internal_value=0 -1.52951e-05 internal_weight=0 93.2056 internal_count=2437 2195 is_linear=0 shrinkage=0.000400217 Tree=5540 num_leaves=4 num_cat=0 split_feature=1 48 1 split_gain=3.66803 3.27219 1.44962 threshold=0.12796000000000002 0.12879500000000002 0.13271500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028787429562916723 0.027461997851157487 -0.020261881583404039 0.0082743752769940306 leaf_weight=82.392495812498964 2.1476592090912145 3.2477466997661386 6.6412071366212331 leaf_count=2197 27 40 170 internal_value=0 -0.000516876 0.0132496 internal_weight=0 85.6402 8.78887 internal_count=2434 2237 197 is_linear=0 shrinkage=0.0204111 Tree=5541 num_leaves=3 num_cat=0 split_feature=1373 48 split_gain=2.89528 2.71054 threshold=0.099250000000000019 -0.032929999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011861994552564904 -0.0256396290622606 -0.00011021173819485623 leaf_weight=8.5389026682241802 1.6235540480702173 88.21351154628428 leaf_count=138 21 2351 internal_value=0 0.000958888 internal_weight=0 96.7524 internal_count=2510 2489 is_linear=0 shrinkage=0.0204111 Tree=5542 num_leaves=4 num_cat=0 split_feature=43 43 132 split_gain=3.10669 3.04854 0.121366 threshold=0.25619500000000001 0.14198000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4765950024762921e-06 -0.00029273861309640959 0.00035604937329815182 -0.00057522038077823716 leaf_weight=94.238728793927294 0.85935636432259332 3.9629485011246279 1.1261552993601061 leaf_count=2304 88 46 52 internal_value=0 1.71343e-05 -0.000475112 internal_weight=0 98.2017 1.98551 internal_count=2490 2350 140 is_linear=0 shrinkage=0.000400217 Tree=5543 num_leaves=4 num_cat=0 split_feature=124 0 123 split_gain=3.12199 3.46597 3.09542 threshold=-0.043384999999999993 -0.10674499999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013104508228772365 0.0034321300017007648 -0.0046278602249022558 0.018032625661216418 leaf_weight=1.5696263054705903 39.644199032860342 50.311237904490554 6.6453147460124455 leaf_count=42 385 1895 160 internal_value=0 -0.0010759 0.0119871 internal_weight=0 89.9554 8.21494 internal_count=2482 2280 202 is_linear=0 shrinkage=0.0204111 Tree=5544 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=2.87479 2.465 threshold=0.076175000000000007 -0.097754999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011281362101637002 -0.0004545254887883613 -2.5881744996654291e-05 leaf_weight=29.308121244452195 2.0127888509014147 67.790979817433254 leaf_count=322 72 2068 internal_value=0 1.60634e-05 internal_weight=0 97.0991 internal_count=2462 2390 is_linear=0 shrinkage=0.000400217 Tree=5545 num_leaves=4 num_cat=0 split_feature=43 1375 15 split_gain=2.42845 3.97628 0.351895 threshold=0.25619500000000001 -0.43429999999999996 -0.14636999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.033228358469988201 -0.0058900315911960821 -0.00013552323264373319 -0.027319263873048526 leaf_weight=1.4268655527848739 0.48677148629212785 88.994758749387984 1.533677785500912 leaf_count=11 19 2258 125 internal_value=0 -0.000698182 -0.0227368 internal_weight=0 90.4216 2.02045 internal_count=2413 2269 144 is_linear=0 shrinkage=0.0204111 Tree=5546 num_leaves=4 num_cat=0 split_feature=42 4 43 split_gain=2.35656 5.09394 4.52807 threshold=0.091735000000000025 0.31595000000000006 0.095890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.787082553915996e-06 -0.0002998084607681163 0.00025734596175730159 0.00033054374120704098 leaf_weight=78.94975922240701 9.8882607596096914 3.4692815992748356 7.0506537709516115 leaf_count=1770 450 87 184 internal_value=0 -0.000154165 2.58531e-05 internal_weight=0 13.3575 86.0004 internal_count=2491 537 1954 is_linear=0 shrinkage=0.000400217 Tree=5547 num_leaves=4 num_cat=0 split_feature=131 3 12 split_gain=3.79146 3.5684 3.06435 threshold=0.088845000000000021 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016836585404269368 0.00021966511857776538 -2.1293521110606412e-05 -0.00042263361879117488 leaf_weight=20.876624357435503 1.4469639539893249 65.327978525721846 5.3197338083118657 leaf_count=245 53 1834 294 internal_value=0 2.47961e-05 -0.000283947 internal_weight=0 86.2046 6.7667 internal_count=2426 2079 347 is_linear=0 shrinkage=0.000400217 Tree=5548 num_leaves=4 num_cat=0 split_feature=0 3 47 split_gain=2.76596 4.34501 3.89161 threshold=-0.061889999999999994 0.076825000000000018 0.086380000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5734848036649484e-05 0.00018013070542631583 -0.00016194535774334326 -0.00021300788291586583 leaf_weight=50.950676409222069 26.139174901793012 7.5946531096706158 15.431543355633037 leaf_count=1734 359 98 248 internal_value=0 0.000102837 -3.7709e-05 internal_weight=0 33.7338 66.3822 internal_count=2439 457 1982 is_linear=0 shrinkage=0.000400217 Tree=5549 num_leaves=4 num_cat=0 split_feature=3 133 15 split_gain=2.88493 3.52323 1.67465 threshold=0.18307500000000002 0.099280000000000021 -0.091149999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010662541406895984 -0.00016264488568122523 -0.016696735439657811 0.024224437025180991 leaf_weight=87.117145177213388 1.7928879384999161 4.802123567525995 3.2734599902178152 leaf_count=1979 63 374 55 internal_value=0 0.00011908 0.0157774 internal_weight=0 91.9193 5.06635 internal_count=2471 2353 118 is_linear=0 shrinkage=0.0204111 Tree=5550 num_leaves=4 num_cat=0 split_feature=1213 1456 0 split_gain=3.3959 3.10941 1.18758 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.16132499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016427145888896835 -0.020997073109798089 0.0020034043039223936 -0.022248130064425199 leaf_weight=0.28651270270347629 2.4041970437065165 91.792432284310053 3.2418778395658583 leaf_count=1 193 1901 390 internal_value=0 0.00139213 -0.018699 internal_weight=0 94.1966 3.52839 internal_count=2485 2094 391 is_linear=0 shrinkage=0.0204111 Tree=5551 num_leaves=4 num_cat=0 split_feature=1 43 12 split_gain=4.44085 3.30467 1.63496 threshold=0.12541500000000003 0.21983500000000003 0.10345000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.175298752424922e-05 0.00015204242122520504 -0.00049211172608593166 0.00050985480053172816 leaf_weight=85.293965995530016 8.0772212880256102 2.2456366918886479 2.7085252518299958 leaf_count=2094 181 157 40 internal_value=0 -2.46884e-05 0.000246212 internal_weight=0 87.5396 10.7857 internal_count=2472 2251 221 is_linear=0 shrinkage=0.000400217 Tree=5552 num_leaves=3 num_cat=0 split_feature=45 151 split_gain=2.80331 3.57981 threshold=-1.0000000180025095e-35 0.057610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021594712263743928 0.00061665605203812569 -0.014564424088345044 leaf_weight=2.3324940181337288 83.735456098140276 6.9006608368363223 leaf_count=19 2309 103 internal_value=0 -0.000555713 internal_weight=0 90.6361 internal_count=2431 2412 is_linear=0 shrinkage=0.0204111 Tree=5553 num_leaves=4 num_cat=0 split_feature=484 156 124 split_gain=4.69095 3.21837 1.96011 threshold=-0.0068949999999999992 0.090100000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015376851949762021 0.0028658520506372131 -0.011842121705521385 -0.021102731430741047 leaf_weight=0.61315675885998633 83.894074502619333 6.5818472954560994 5.1662713606201569 leaf_count=10 1843 203 389 internal_value=0 0.00178258 -0.0170138 internal_weight=0 90.4759 5.77943 internal_count=2445 2046 399 is_linear=0 shrinkage=0.0204111 Tree=5554 num_leaves=4 num_cat=0 split_feature=42 43 43 split_gain=3.22207 4.13958 0.739187 threshold=-0.108275 -0.21368999999999996 -0.24340499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025612402568906338 0.01529876846591057 0.00051596190290735793 -0.0056786936536730214 leaf_weight=2.0279148456756961 8.583248461072797 85.510649779342202 1.3390216690022487 leaf_count=51 102 2246 102 internal_value=0 0.00188103 -0.0181227 internal_weight=0 94.0939 3.36694 internal_count=2501 2348 153 is_linear=0 shrinkage=0.0204111 Tree=5555 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=3.37108 3.89036 3.28788 threshold=-0.24269999999999997 -0.095804999999999987 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01728903293403488 -0.010591064366269382 0.0003627125408206147 -0.013227042329444688 leaf_weight=7.2582083023153228 16.679614398974081 69.045297354150534 1.7493389584124086 leaf_count=184 298 1950 17 internal_value=0 -0.00177961 0.0112729 internal_weight=0 85.7249 9.00755 internal_count=2449 2248 201 is_linear=0 shrinkage=0.0204111 Tree=5556 num_leaves=4 num_cat=0 split_feature=4 16 11 split_gain=3.43362 3.93152 1.43283 threshold=0.27626000000000001 -0.35278499999999996 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034265822270786465 0.00020585752560785072 -2.2401851955983443e-05 -7.7109581605238982e-05 leaf_weight=6.59776610310655 13.640924737643219 72.54978678874977 3.5570891331881276 leaf_count=114 260 2069 31 internal_value=0 -4.95449e-05 0.000147211 internal_weight=0 79.1476 17.198 internal_count=2474 2183 291 is_linear=0 shrinkage=0.000400217 Tree=5557 num_leaves=4 num_cat=0 split_feature=4 11 49 split_gain=2.8901 4.08458 2.38624 threshold=0.27772500000000006 0.080455000000000013 -0.029539999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6994705954753863e-05 0.00041252144350240646 -0.00046092632186139258 5.6697049443939472e-05 leaf_weight=82.990491857162851 4.0516916528576976 3.3466819925306472 11.147025694168404 leaf_count=2127 54 103 221 internal_value=0 -3.47775e-05 0.000153876 internal_weight=0 86.3372 15.1987 internal_count=2505 2230 275 is_linear=0 shrinkage=0.000400217 Tree=5558 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=3.34125 9.47947 3.78734 threshold=-0.062109999999999992 1.0000000180025095e-35 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038682616767134079 0.00044984688748496941 1.230876869257846e-05 4.5462510534885268e-05 leaf_weight=11.464753562140684 4.1574123985774341 53.898970018279215 28.573370299563976 leaf_count=1138 48 863 428 internal_value=0 -5.8241e-05 9.81853e-05 internal_weight=0 65.3637 32.7308 internal_count=2477 2001 476 is_linear=0 shrinkage=0.000400217 Tree=5559 num_leaves=4 num_cat=0 split_feature=1 4 1 split_gain=3.18297 11.2709 3.76992 threshold=0.077765000000000015 -0.076929999999999985 0.083930000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057217341559398349 0.018183327213311624 -0.020405988621210479 0.00048272826814023753 leaf_weight=14.864224145319897 5.3389036422595373 12.631369015311064 62.477181140930043 leaf_count=506 61 802 1117 internal_value=0 -0.00631532 0.0019039 internal_weight=0 27.4956 67.8161 internal_count=2486 1308 1178 is_linear=0 shrinkage=0.0204111 Tree=5560 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=2.72436 3.56949 1.78615 threshold=0.12337000000000002 -0.11813499999999998 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014431615324851252 0.021385400350867979 5.9781572412189611e-05 0.003872727564463537 leaf_weight=7.6845799350630832 3.4349080721731298 77.190877024670044 7.8930616677389462 leaf_count=387 123 1878 103 internal_value=0 -0.00126955 0.00934032 internal_weight=0 84.8755 11.328 internal_count=2491 2265 226 is_linear=0 shrinkage=0.0204111 Tree=5561 num_leaves=4 num_cat=0 split_feature=457 52 151 split_gain=3.19762 3.06275 2.46961 threshold=-0.072694999999999996 -0.42985499999999993 -0.091649999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014432981480904587 -0.00039952686382173743 4.0547520906534165e-05 -0.00040297942963717152 leaf_weight=1.7342544666025785 2.4962704227655186 88.357778653251444 4.8443602939369148 leaf_count=21 204 2089 157 internal_value=0 2.79793e-05 -0.000258697 internal_weight=0 90.854 6.57861 internal_count=2471 2293 178 is_linear=0 shrinkage=0.000400217 Tree=5562 num_leaves=4 num_cat=0 split_feature=43 15 2 split_gain=3.19053 2.96255 1.56214 threshold=0.095890000000000017 0.091545000000000015 0.092855000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041926557255301205 -0.0012750394896478717 -0.014516504915510453 0.017350301134100264 leaf_weight=83.125381420366466 2.6029417813988385 5.8149369950915561 6.4737407376196643 leaf_count=1897 117 361 119 internal_value=0 -0.000574262 0.0120586 internal_weight=0 88.9403 9.07668 internal_count=2494 2258 236 is_linear=0 shrinkage=0.0204111 Tree=5563 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=3.55257 2.97256 threshold=0.30863500000000005 0.085215000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.1295378096523968e-05 0.00039882024979743228 -0.00036766880281189837 leaf_weight=89.732673619262641 3.1478157187520983 3.8009120167407664 leaf_count=2223 108 143 internal_value=0 -2.61996e-05 internal_weight=0 93.5336 internal_count=2474 2366 is_linear=0 shrinkage=0.000400217 Tree=5564 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=2.54553 3.94501 threshold=0.12879500000000002 -0.23078999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028551545371233487 -0.00028515474710288837 -2.2117120713161867e-05 leaf_weight=7.1270095446379846 5.1190894129686049 85.882767467035592 leaf_count=61 71 2325 internal_value=0 1.77063e-06 internal_weight=0 93.0098 internal_count=2457 2386 is_linear=0 shrinkage=0.000400217 Tree=5565 num_leaves=4 num_cat=0 split_feature=12 43 13 split_gain=2.79598 4.85383 3.17736 threshold=0.084045000000000022 -0.21368999999999996 -0.0063699999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001963851227652585 0.00023022954588769562 -0.0001500679667639742 -3.8238153181155721e-06 leaf_weight=18.062158179600374 6.420328891137614 30.418693357780285 42.11424585802888 leaf_count=447 113 1526 362 internal_value=0 -8.32927e-05 5.65227e-05 internal_weight=0 36.839 60.1764 internal_count=2448 1639 809 is_linear=0 shrinkage=0.000400217 Tree=5566 num_leaves=4 num_cat=0 split_feature=0 1 16 split_gain=4.66293 4.09307 3.14101 threshold=-0.0029549999999999997 0.094405000000000003 -0.29154999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0070888567336861059 0.023981294179481631 0.0022570185166358573 0.0045459973500630232 leaf_weight=36.652584054267209 4.3573992673773345 41.542648252740037 15.762789654225342 leaf_count=1635 54 587 223 internal_value=0 -0.00212756 0.00886449 internal_weight=0 78.1952 20.1202 internal_count=2499 2222 277 is_linear=0 shrinkage=0.0204111 Tree=5567 num_leaves=3 num_cat=0 split_feature=45 128 split_gain=2.66843 2.21303 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021493970229086938 -1.2278404103238671e-05 -0.018078984212249707 leaf_weight=2.2272462358232579 90.127824449642503 2.8040573509824744 leaf_count=20 2268 175 internal_value=0 -0.00057851 internal_weight=0 92.9319 internal_count=2463 2443 is_linear=0 shrinkage=0.0204111 Tree=5568 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=2.85029 2.84016 threshold=1.0000000180025095e-35 0.11332500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025638219387618077 -0.017037316819171793 0.0087657141670470576 leaf_weight=75.255987555334286 3.4825214682496144 17.902912963298149 leaf_count=2069 56 341 internal_value=0 0.00148589 internal_weight=0 93.1589 internal_count=2466 2410 is_linear=0 shrinkage=0.0204111 Tree=5569 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=3.13213 2.99669 0.367404 threshold=0.076175000000000007 -0.10072999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015076252425158768 -0.00058257560207411788 -5.3980327935906112e-06 -0.00022543972296026372 leaf_weight=27.001499060279457 1.1639132546260955 71.795831465708034 1.0793417047098035 leaf_count=295 15 2096 72 internal_value=0 3.74033e-05 -0.000429626 internal_weight=0 98.7973 2.24325 internal_count=2478 2391 87 is_linear=0 shrinkage=0.000400217 Tree=5570 num_leaves=3 num_cat=0 split_feature=156 16 split_gain=2.40427 2.39684 threshold=-1.0000000180025095e-35 -0.55433999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040919987241780945 -0.0005838152805871927 2.8450691448796376e-05 leaf_weight=2.0030601666403518 0.92313886759802599 97.699475296438322 leaf_count=135 28 2344 internal_value=0 2.20641e-05 internal_weight=0 98.6226 internal_count=2507 2372 is_linear=0 shrinkage=0.000400217 Tree=5571 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=3.78841 5.34446 4.20517 threshold=-0.061889999999999994 0.082095000000000015 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8013118663290274e-06 0.00016886665670517968 -0.0002711912442339157 -0.00018783221913237303 leaf_weight=51.151645690184523 26.743861193535849 15.521431311281047 6.4949086469132444 leaf_count=1749 378 278 94 internal_value=0 -6.63997e-05 9.87705e-05 internal_weight=0 66.6731 33.2388 internal_count=2499 2027 472 is_linear=0 shrinkage=0.000400217 Tree=5572 num_leaves=4 num_cat=0 split_feature=130 1429 2 split_gain=2.81276 2.77993 0.344224 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.14032500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023514970393180297 -0.022162917625845175 0.0012993388729400123 -0.00052812281127070915 leaf_weight=1.8083912957808923 2.4521223962765357 91.65108429218526 0.35426155300228845 leaf_count=124 316 2019 10 internal_value=0 0.000791632 -0.0195569 internal_weight=0 93.4595 2.80638 internal_count=2469 2143 326 is_linear=0 shrinkage=0.0204111 Tree=5573 num_leaves=3 num_cat=0 split_feature=4 159 split_gain=2.22377 2.4166 threshold=0.51167000000000018 0.10894000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.000663043880024553 0.019947133463060415 -0.01759261911993994 leaf_weight=88.590321197265439 1.9800316439068399 3.5463714674333451 leaf_count=2222 100 130 internal_value=0 -0.00133523 internal_weight=0 92.1367 internal_count=2452 2352 is_linear=0 shrinkage=0.0204111 Tree=5574 num_leaves=4 num_cat=0 split_feature=456 4 150 split_gain=2.69633 2.5791 2.4558 threshold=0.087015000000000023 0.18599000000000002 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031208481650617562 -0.026142229995712585 0.007540675499455125 0.0080531184470306882 leaf_weight=70.380720749049942 2.6623565795744066 23.041905994352419 1.214405638980679 leaf_count=1998 96 348 42 internal_value=0 0.00163144 -0.0155051 internal_weight=0 93.4226 3.87676 internal_count=2484 2346 138 is_linear=0 shrinkage=0.0204111 Tree=5575 num_leaves=3 num_cat=0 split_feature=148 484 split_gain=2.55928 2.68111 threshold=-0.084449999999999983 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0186206182246061 -0.012267019682006466 0.001106917393976836 leaf_weight=3.0392465877812347 6.6436934046068918 82.495219550230104 leaf_count=53 389 2024 internal_value=0 9.59935e-05 internal_weight=0 89.1389 internal_count=2466 2413 is_linear=0 shrinkage=0.0204111 Tree=5576 num_leaves=4 num_cat=0 split_feature=43 43 132 split_gain=3.24344 3.39509 0.117269 threshold=0.25619500000000001 0.095890000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0603744108480102e-06 -0.00027964217856344466 0.00028631657473679798 -0.00055081219922897265 leaf_weight=90.713859205196059 0.82468736470400483 6.7289214600314144 1.357610295257472 leaf_count=2273 94 102 55 internal_value=0 1.44352e-05 -0.000466986 internal_weight=0 97.4428 2.1823 internal_count=2524 2375 149 is_linear=0 shrinkage=0.000400217 Tree=5577 num_leaves=4 num_cat=0 split_feature=14 8 147 split_gain=2.9633 2.48557 0.449391 threshold=0.076175000000000007 1.0000000180025095e-35 0.085765000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011269435037463574 -0.010794922099404945 0.018915626630032632 -0.031907588600087439 leaf_weight=93.089811965903209 0.93933402962284063 3.2807213237974784 1.0205613564467055 leaf_count=2374 67 46 11 internal_value=0 0.00175377 -0.022919 internal_weight=0 96.3705 1.9599 internal_count=2498 2420 78 is_linear=0 shrinkage=0.0204111 Tree=5578 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.48394 2.99394 threshold=-0.5356749999999999 -0.24588999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021783254602936872 0.013490124865875017 -0.0011383682869060094 leaf_weight=2.1541691020247518 6.1375597847509189 86.465800397036219 leaf_count=24 107 2340 internal_value=0 -0.000153701 internal_weight=0 92.6034 internal_count=2471 2447 is_linear=0 shrinkage=0.0204111 Tree=5579 num_leaves=4 num_cat=0 split_feature=155 401 0 split_gain=3.34313 2.32386 0.0763521 threshold=0.083440000000000014 0.087110000000000007 -0.054384999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019346066810554509 -0.025172258354220507 -0.017889409320168369 -0.01469336146033697 leaf_weight=92.783590784729313 1.4666347011043401 2.4192760899313717 1.2398688676184964 leaf_count=2123 78 179 87 internal_value=0 0.00141042 -0.0211462 internal_weight=0 95.2029 2.7065 internal_count=2467 2302 165 is_linear=0 shrinkage=0.0204111 Tree=5580 num_leaves=3 num_cat=0 split_feature=1456 1365 split_gain=2.95887 2.84795 threshold=-1.0000000180025095e-35 0.08617000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021060026926957885 0.0014830972169035761 -0.024116964769742 leaf_weight=2.5038950832895344 88.39343487451697 1.736438849242403 leaf_count=236 2203 31 internal_value=0 0.000960576 internal_weight=0 90.1299 internal_count=2470 2234 is_linear=0 shrinkage=0.0204111 Tree=5581 num_leaves=3 num_cat=0 split_feature=14 128 split_gain=4.16626 2.27943 threshold=0.062655000000000016 0.085185000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.1595523774773483e-05 -0.00056697935997877867 -0.00034184986939134437 leaf_weight=92.278077114984626 1.7897580285934953 2.4406020604692449 leaf_count=2245 74 161 internal_value=0 3.13234e-05 internal_weight=0 94.7187 internal_count=2480 2406 is_linear=0 shrinkage=0.000400217 Tree=5582 num_leaves=4 num_cat=0 split_feature=156 13 474 split_gain=3.8216 3.07875 2.17244 threshold=0.091255000000000017 -0.5356749999999999 0.092750000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023113142869922738 -0.023097029619570584 0.0030175823149712045 0.0037175932014675128 leaf_weight=1.8077381692710321 3.8579578413409754 89.561659625283937 1.802364040748216 leaf_count=22 159 2259 57 internal_value=0 0.00247293 -0.0146522 internal_weight=0 91.3694 5.66032 internal_count=2497 2281 216 is_linear=0 shrinkage=0.0204111 Tree=5583 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.91132 3.58621 threshold=-0.15747999999999998 -0.079829999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034917124597549909 -0.00042276381362855162 -1.5038334407614686e-05 leaf_weight=3.2311741162557146 3.4852142133604493 87.945850588650501 leaf_count=28 136 2289 internal_value=0 -3.10783e-05 internal_weight=0 91.4311 internal_count=2453 2425 is_linear=0 shrinkage=0.000400217 Tree=5584 num_leaves=3 num_cat=0 split_feature=376 133 split_gain=2.41572 3.35742 threshold=0.088470000000000007 0.095160000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025812626001265752 0.015647790955841109 -0.01769148103387708 leaf_weight=89.01066111093678 3.5912866681173901 4.7415094812968155 leaf_count=2038 48 386 internal_value=0 -0.00115987 internal_weight=0 93.7522 internal_count=2472 2424 is_linear=0 shrinkage=0.0204111 Tree=5585 num_leaves=3 num_cat=0 split_feature=44 48 split_gain=2.57897 2.67011 threshold=1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.2152228484308249e-05 -0.00035941794464995212 -0.0002683786834735107 leaf_weight=90.106917283399525 2.9056220930069676 4.8859477194782803 leaf_count=2364 48 59 internal_value=0 1.63967e-05 internal_weight=0 94.9929 internal_count=2471 2423 is_linear=0 shrinkage=0.000400217 Tree=5586 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=2.75873 2.78254 threshold=-0.43150999999999995 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048009336063053863 -0.00051498184633554328 4.1633296772340839e-05 leaf_weight=1.5918747335381329 1.3483351361719531 98.305355966200295 leaf_count=12 121 2339 internal_value=0 3.35327e-05 internal_weight=0 99.6537 internal_count=2472 2460 is_linear=0 shrinkage=0.000400217 Tree=5587 num_leaves=3 num_cat=0 split_feature=156 15 split_gain=2.37464 2.61757 threshold=-1.0000000180025095e-35 -0.46714499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040688846112595139 0.00038993944693993174 2.1875144419129931e-05 leaf_weight=1.8862004011789384 3.0875774347514371 95.3852382543555 leaf_count=122 98 2244 internal_value=0 3.38454e-05 internal_weight=0 98.4728 internal_count=2464 2342 is_linear=0 shrinkage=0.000400217 Tree=5588 num_leaves=4 num_cat=0 split_feature=160 42 1 split_gain=3.04406 3.47115 3.11084 threshold=-0.091944999999999985 -1.0000000180025095e-35 0.10892500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023151827835651936 -0.010275020228840489 0.0019754679475136685 0.0043245745180513174 leaf_weight=4.6204267379907824 10.923966905858832 75.862113566596236 2.6454755038430449 leaf_count=291 624 1479 67 internal_value=0 0.000422218 -0.013234 internal_weight=0 86.7861 7.2659 internal_count=2461 2103 358 is_linear=0 shrinkage=0.0204111 Tree=5589 num_leaves=4 num_cat=0 split_feature=0 1 16 split_gain=3.48573 5.26945 2.77213 threshold=-0.23025999999999999 0.11332500000000002 -0.094359999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017056285513679368 -0.0053286555689787832 0.0068603298536731297 0.016737691726374158 leaf_weight=5.9331080885604024 59.534479687867133 19.537263802165398 7.76637807744555 leaf_count=49 1992 360 37 internal_value=0 -0.00231153 0.008801 internal_weight=0 79.0717 13.6995 internal_count=2438 2352 86 is_linear=0 shrinkage=0.0204111 Tree=5590 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=3.38871 4.60091 4.19454 threshold=0.073240000000000013 -0.070104999999999987 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015916769637849999 0.018076380108181467 0.0035408484946788219 -5.1330144525521879e-05 leaf_weight=12.242678159265781 5.6494208385120137 8.5197674144874309 69.056987124957232 leaf_count=408 149 167 1752 internal_value=0 -0.00795627 0.00134452 internal_weight=0 20.7624 74.7064 internal_count=2476 575 1901 is_linear=0 shrinkage=0.0204111 Tree=5591 num_leaves=4 num_cat=0 split_feature=457 3 39 split_gain=2.87822 2.98431 2.57619 threshold=0.080930000000000016 0.090810000000000016 0.16946000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.4234832787960992e-05 -4.0672120518687796e-05 0.00030407282025815167 0.00044131303775609104 leaf_weight=80.720440188579232 6.8874571368796778 9.4758836080436577 1.7551178253488604 leaf_count=2272 146 62 22 internal_value=0 0.000159677 -2.35304e-05 internal_weight=0 16.3633 82.4756 internal_count=2502 208 2294 is_linear=0 shrinkage=0.000400217 Tree=5592 num_leaves=3 num_cat=0 split_feature=1374 1452 split_gain=3.09903 2.41645 threshold=-0.08070999999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021317016446243502 0.00039509697524738323 -0.023837399751172057 leaf_weight=2.8311078761471427 93.278521639902465 1.6345025852133392 leaf_count=46 2359 128 internal_value=0 -4.98081e-05 internal_weight=0 94.913 internal_count=2533 2487 is_linear=0 shrinkage=0.0204111 Tree=5593 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=3.48261 4.80798 2.6858 threshold=-0.097754999999999995 -0.077774999999999983 0.084965000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017706544152429869 -0.0002882341022210933 -2.8372050110527182e-07 -0.00012477350040919979 leaf_weight=23.796952327014882 10.930617154168429 58.454010074332473 5.7983243308190131 leaf_count=323 1081 1017 48 internal_value=0 -4.60377e-05 0.000117682 internal_weight=0 69.3846 29.5953 internal_count=2469 2098 371 is_linear=0 shrinkage=0.000400217 Tree=5594 num_leaves=4 num_cat=0 split_feature=42 160 132 split_gain=2.96707 2.9061 1.28056 threshold=-0.094924999999999995 -0.25833999999999996 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042718053846776006 -0.00040351666468894666 2.7837119610765169e-05 6.0254042723097842e-05 leaf_weight=3.4611716606814289 2.4606063591018019 90.89633860829781 1.1048426896450108 leaf_count=178 194 2071 30 internal_value=0 1.59982e-05 -0.000310616 internal_weight=0 93.3569 4.56601 internal_count=2473 2265 208 is_linear=0 shrinkage=0.000400217 Tree=5595 num_leaves=4 num_cat=0 split_feature=157 157 1 split_gain=2.56479 3.49672 1.70889 threshold=-0.084489999999999996 -0.077234999999999984 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044791053418523146 0.00026674705593423626 -7.8990175796732349e-06 5.9606928149295178e-05 leaf_weight=3.13535375910942 8.0773967013956263 79.510941395332338 1.5439847675152121 leaf_count=173 115 2163 28 internal_value=0 1.77371e-05 -0.000282972 internal_weight=0 87.5883 4.67934 internal_count=2479 2278 201 is_linear=0 shrinkage=0.000400217 Tree=5596 num_leaves=4 num_cat=0 split_feature=2 2 3 split_gain=2.54566 5.22464 4.40535 threshold=0.073240000000000013 0.084045000000000022 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017273934512426311 0.022035992634467365 0.00025186024030869391 0.0014704627191077149 leaf_weight=8.7987307028088271 4.7948029958788529 70.377583497484011 12.585558057326123 leaf_count=314 128 1758 263 internal_value=0 0.00167205 -0.00629187 internal_weight=0 75.1724 21.3843 internal_count=2463 1886 577 is_linear=0 shrinkage=0.0204111 Tree=5597 num_leaves=4 num_cat=0 split_feature=483 51 13 split_gain=2.36339 2.46227 0.358658 threshold=0.096460000000000018 0.12566000000000002 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049921197681016352 -0.0072862603199491654 0.01260061665766014 -0.023828475440927956 leaf_weight=88.498758281461051 0.95722271745034992 6.2983180158807945 1.7651584455161344 leaf_count=2259 78 110 65 internal_value=0 0.000384979 -0.0185296 internal_weight=0 94.7971 2.72238 internal_count=2512 2369 143 is_linear=0 shrinkage=0.0204111 Tree=5598 num_leaves=4 num_cat=0 split_feature=457 12 14 split_gain=3.4142 3.46413 3.33544 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019442803536392258 3.2157133834069468e-05 -0.00039333680129728231 -0.00048872603898888133 leaf_weight=2.0728677427396178 87.384585613941454 6.2373298798338492 1.9026345426536853 leaf_count=21 2182 178 79 internal_value=0 -0.000246091 2.04594e-05 internal_weight=0 8.3102 89.2872 internal_count=2460 199 2261 is_linear=0 shrinkage=0.000400217 Tree=5599 num_leaves=3 num_cat=0 split_feature=457 38 split_gain=2.55842 2.53301 threshold=-0.23069499999999998 0.084835000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034616140339205863 -2.195856604042188e-05 -0.0003952490099306189 leaf_weight=2.8120535184862083 89.983672665024642 2.8978835876041549 leaf_count=25 2412 47 internal_value=0 -3.4067e-05 internal_weight=0 92.8816 internal_count=2484 2459 is_linear=0 shrinkage=0.000400217 Tree=5600 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=2.433 3.71646 threshold=0.16826500000000003 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.1594981587021912e-05 0.019931566366350514 -0.029323568230803374 leaf_weight=92.426508297725377 2.3731576627178574 1.7191489060569427 leaf_count=2359 59 74 internal_value=0 -0.000528824 internal_weight=0 94.1457 internal_count=2492 2433 is_linear=0 shrinkage=0.0204111 Tree=5601 num_leaves=4 num_cat=0 split_feature=15 43 52 split_gain=3.10214 4.24236 2.58347 threshold=0.035895000000000003 0.23693500000000003 -0.40306999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040331533186877043 -0.0002795285679561955 0.00044556860043350649 7.4670041269628484e-06 leaf_weight=2.420802538341376 12.828872471218345 1.3351790050146508 77.086312974915927 leaf_count=236 867 61 1293 internal_value=0 -0.000208219 -5.58993e-06 internal_weight=0 14.1641 79.5071 internal_count=2457 928 1529 is_linear=0 shrinkage=0.000400217 Tree=5602 num_leaves=3 num_cat=0 split_feature=3 10 split_gain=2.91531 2.48176 threshold=0.26577500000000004 0.083760000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002323658079162019 0.020312934476309934 0.019145058642281845 leaf_weight=94.248137200898782 3.029387894581304 2.7244343616766846 leaf_count=2362 100 41 internal_value=0 0.000333493 internal_weight=0 96.9726 internal_count=2503 2403 is_linear=0 shrinkage=0.0204111 Tree=5603 num_leaves=4 num_cat=0 split_feature=0 2 0 split_gain=2.95319 4.06326 3.70675 threshold=-0.10674499999999999 0.083365000000000009 -0.075434999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018224545686972824 -0.0090960572288452095 0.0024181795987659959 0.0021235817479332095 leaf_weight=8.339455625129629 18.242503315290378 34.408288788494247 36.902714405972802 leaf_count=67 1233 370 766 internal_value=0 0.00554132 -0.00159888 internal_weight=0 42.7477 55.1452 internal_count=2436 437 1999 is_linear=0 shrinkage=0.0204111 Tree=5604 num_leaves=4 num_cat=0 split_feature=4 43 4 split_gain=3.9222 4.30163 4.29602 threshold=-0.35011499999999995 -0.084674999999999986 -0.083954999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.006571732347670993 0.014407154388700633 -0.020869171451234271 0.00016896577565190282 leaf_weight=3.5811434611678123 9.9515412469554558 6.7341348605696094 71.965032506512216 leaf_count=34 305 147 1924 internal_value=0 -0.0113743 0.00191598 internal_weight=0 10.3153 81.9166 internal_count=2410 181 2229 is_linear=0 shrinkage=0.0204111 Tree=5605 num_leaves=4 num_cat=0 split_feature=124 151 1 split_gain=3.09427 2.82971 1.89 threshold=-0.043384999999999993 -0.083274999999999988 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020631789121663639 -0.011363262846776518 -0.00040849939143205961 0.017445829251022098 leaf_weight=3.1411212432649318 11.211724135460825 74.224053143650963 5.8278710884624161 leaf_count=38 239 1999 166 internal_value=0 -0.00185908 0.0106722 internal_weight=0 85.4358 8.96899 internal_count=2442 2238 204 is_linear=0 shrinkage=0.0204111 Tree=5606 num_leaves=4 num_cat=0 split_feature=457 15 52 split_gain=4.06732 3.15476 2.86807 threshold=0.080930000000000016 -0.073334999999999997 0.18897000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014481662254594303 0.016720669383677254 -0.0024679644324627791 -0.016522217061893 leaf_weight=72.63625515930471 8.8655351395718736 5.8829147141659623 5.5599574748048317 leaf_count=1980 82 103 277 internal_value=0 0.00910571 -0.00254206 internal_weight=0 14.7484 78.1962 internal_count=2442 185 2257 is_linear=0 shrinkage=0.0204111 Tree=5607 num_leaves=3 num_cat=0 split_feature=0 457 split_gain=5.29343 2.76345 threshold=0.21217000000000003 0.080930000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015378476935750849 -0.034103037429686844 0.0078061636953637671 leaf_weight=78.14536885623238 1.8190715730888758 15.746214187674921 leaf_count=2254 17 200 internal_value=0 3.66337e-05 internal_weight=0 93.8916 internal_count=2471 2454 is_linear=0 shrinkage=0.0204111 Tree=5608 num_leaves=4 num_cat=0 split_feature=42 132 13 split_gain=2.98273 3.07495 2.81733 threshold=-1.0000000180025095e-35 0.084605000000000014 0.10979500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016011304670844585 -0.0003196097044476364 0.0074318170926270201 0.011816090389815462 leaf_weight=8.779083825851556 73.374762985753478 3.0837662782578255 8.8280977094545943 leaf_count=566 1723 123 77 internal_value=0 -0.00990472 0.000997992 internal_weight=0 11.8629 82.2029 internal_count=2489 689 1800 is_linear=0 shrinkage=0.0204111 Tree=5609 num_leaves=3 num_cat=0 split_feature=47 4 split_gain=2.6121 3.14254 threshold=0.13148500000000005 0.23993500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.3941377668122352e-05 -0.00032859247176260283 0.00011933175080421993 leaf_weight=66.135293304363586 4.2149233801756045 22.334317818837008 leaf_count=2072 43 324 internal_value=0 -1.01027e-05 internal_weight=0 88.4696 internal_count=2439 2396 is_linear=0 shrinkage=0.000400217 Tree=5610 num_leaves=4 num_cat=0 split_feature=47 0 133 split_gain=2.89534 4.43777 3.1714 threshold=0.081320000000000017 -0.016664999999999996 0.10654500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031144359050097998 -0.010217364962644974 0.01703628817207764 -0.02029801439904334 leaf_weight=71.726495454542601 17.390553037097565 2.7981069390662006 2.3833088467727057 leaf_count=1822 300 28 317 internal_value=0 -0.00636693 0.00233203 internal_weight=0 20.1887 74.1098 internal_count=2467 328 2139 is_linear=0 shrinkage=0.0204111 Tree=5611 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=2.64296 6.63957 2.61408 threshold=-0.12948499999999999 -0.075434999999999988 0.12566000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015429725614768809 -0.00018623481796875845 7.8855636153351449e-05 -0.00016409972441845921 leaf_weight=29.697401866593282 25.146242816681479 37.650175519796903 4.7006371108582234 leaf_count=266 1357 768 71 internal_value=0 -2.74399e-05 0.000110396 internal_weight=0 62.7964 34.398 internal_count=2462 2125 337 is_linear=0 shrinkage=0.000400217 Tree=5612 num_leaves=4 num_cat=0 split_feature=456 150 4 split_gain=2.29555 2.55565 2.26074 threshold=0.084065000000000015 0.088135000000000005 -0.49121999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025478320729417219 -0.00045773174491021664 0.00014149854637064373 3.0244877487792701e-05 leaf_weight=4.5837178913643575 3.3196827895008019 1.6420520693063734 87.800435780787666 leaf_count=118 112 46 2172 internal_value=0 -0.000260674 1.58117e-05 internal_weight=0 4.96173 92.3842 internal_count=2448 158 2290 is_linear=0 shrinkage=0.000400217 Tree=5613 num_leaves=3 num_cat=0 split_feature=8 13 split_gain=2.76503 2.31601 threshold=1.0000000180025095e-35 -0.084024999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0042210093841561483 0.017866578781580638 -0.0028120941658658339 leaf_weight=27.594874100963352 3.3413427440682417 65.808950756691047 leaf_count=713 53 1728 internal_value=0 -0.000731694 internal_weight=0 93.4038 internal_count=2494 2441 is_linear=0 shrinkage=0.0204111 Tree=5614 num_leaves=3 num_cat=0 split_feature=46 15 split_gain=3.15448 3.05413 threshold=0.083550000000000013 -0.16116499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00018807926505421484 -0.00045772092951623102 -1.9746348351562863e-05 leaf_weight=13.041175449194268 2.2645618715323499 81.439836325233045 leaf_count=252 40 2160 internal_value=0 9.12841e-06 internal_weight=0 94.481 internal_count=2452 2412 is_linear=0 shrinkage=0.000400217 Tree=5615 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=2.91701 2.82611 threshold=-0.40446999999999994 0.060835000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02241823776613841 -0.0011694556116612026 0.0071459922677858875 leaf_weight=2.2023664703337991 72.766537414710911 22.108380232268246 leaf_count=191 1634 674 internal_value=0 0.000774404 internal_weight=0 94.8749 internal_count=2499 2308 is_linear=0 shrinkage=0.0204111 Tree=5616 num_leaves=3 num_cat=0 split_feature=2 128 split_gain=2.32532 2.85311 threshold=0.16826500000000003 0.085185000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.1016086438323598e-05 0.00037315997924140576 -0.0004647039788794075 leaf_weight=92.566622915277549 2.3360198355803723 2.1630243506879188 leaf_count=2262 65 164 internal_value=0 -2.19118e-05 internal_weight=0 94.7296 internal_count=2491 2426 is_linear=0 shrinkage=0.000400217 Tree=5617 num_leaves=4 num_cat=0 split_feature=15 158 50 split_gain=2.49787 3.86401 3.58476 threshold=-0.25061999999999995 0.085900000000000018 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018180873436149485 0.00070243997215154938 -0.018324913204023151 -0.013248127653575694 leaf_weight=6.6287621301307791 82.894855025169818 4.5861850131659585 1.860572589561343 leaf_count=177 2060 200 18 internal_value=0 -0.000317216 0.0112099 internal_weight=0 87.481 8.48933 internal_count=2455 2260 195 is_linear=0 shrinkage=0.0204111 Tree=5618 num_leaves=4 num_cat=0 split_feature=124 457 1 split_gain=2.59824 3.12235 2.70078 threshold=-0.079269999999999993 0.083570000000000019 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018015515340724222 -5.8544390277106707e-05 0.00014507044346771645 0.00037359002613083885 leaf_weight=1.8510124634485681 73.196966296040046 14.32938244161778 5.1443713337357622 leaf_count=30 2136 154 140 internal_value=0 -2.50668e-05 0.000226537 internal_weight=0 87.5263 6.99538 internal_count=2460 2290 170 is_linear=0 shrinkage=0.000400217 Tree=5619 num_leaves=4 num_cat=0 split_feature=376 0 40 split_gain=3.3595 2.88667 1.04474 threshold=0.048375000000000008 -0.10674499999999999 -0.07334499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4935185153558325e-05 0.0003990564013676595 -7.9095374865879577e-05 6.0244811619785608e-05 leaf_weight=39.877392607966613 4.1429971274046693 50.247946217896242 2.2864309843280344 leaf_count=392 87 1922 40 internal_value=0 -1.53653e-05 0.000281662 internal_weight=0 90.1253 6.42943 internal_count=2441 2314 127 is_linear=0 shrinkage=0.000400217 Tree=5620 num_leaves=4 num_cat=0 split_feature=474 51 52 split_gain=2.5398 2.47248 0.371904 threshold=-1.0000000180025095e-35 -0.40274499999999996 -0.074744999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014290472439188014 -0.021413876655351837 0.0015752532044316209 -0.038948891593906576 leaf_weight=0.79618909649434499 1.8807208205907944 89.369213354319072 0.52184792664775048 leaf_count=68 90 2224 30 internal_value=0 0.00107577 -0.0263387 internal_weight=0 91.2499 1.31804 internal_count=2412 2314 98 is_linear=0 shrinkage=0.0204111 Tree=5621 num_leaves=4 num_cat=0 split_feature=13 31 4 split_gain=2.56379 2.81034 0.632334 threshold=-0.24588999999999997 -1.0000000180025095e-35 -0.064209999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.0304989734103061e-05 0.00042626095161940987 -4.7155715717630437e-05 0.00028264045322878005 leaf_weight=4.2662920989096165 1.9456906151608553 85.04695208715566 4.8727694279805274 leaf_count=28 68 2259 96 internal_value=0 -3.60329e-05 0.000185569 internal_weight=0 86.9926 9.13906 internal_count=2451 2327 124 is_linear=0 shrinkage=0.000400217 Tree=5622 num_leaves=4 num_cat=0 split_feature=484 15 40 split_gain=3.74968 3.27054 2.62282 threshold=-1.0000000180025095e-35 -0.24269999999999997 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010293494559468716 0.014344148961462203 -0.00033919245011038266 -0.021687981718028861 leaf_weight=1.270734043442644 6.7518476349650873 79.678465422373847 5.1131243311974677 leaf_count=16 176 1903 402 internal_value=0 0.000824929 -0.0152542 internal_weight=0 86.4303 6.38386 internal_count=2497 2079 418 is_linear=0 shrinkage=0.0204111 Tree=5623 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=2.94629 4.48388 3.32677 threshold=-0.097754999999999995 0.094435000000000005 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001676735798497176 -0.00017199556551722209 4.2135647258474881e-05 -0.000150121573886057 leaf_weight=22.608364459301814 29.629337252001278 33.017085309693357 6.7766742452804456 leaf_count=245 1478 581 134 internal_value=0 -5.92663e-05 9.40931e-05 internal_weight=0 62.6464 29.385 internal_count=2438 2059 379 is_linear=0 shrinkage=0.000400217 Tree=5624 num_leaves=4 num_cat=0 split_feature=43 457 150 split_gain=3.50654 3.9673 3.44849 threshold=-0.069909999999999986 0.041935000000000007 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0075086966405131395 -0.0052531340210644996 0.0083266051515460925 -0.014431362727929513 leaf_weight=31.922799227340874 47.151088907827216 10.954905394872183 3.1877317945472887 leaf_count=936 1319 108 99 internal_value=0 -0.00268181 0.00547719 internal_weight=0 58.106 35.1105 internal_count=2462 1427 1035 is_linear=0 shrinkage=0.0204111 Tree=5625 num_leaves=3 num_cat=0 split_feature=38 41 split_gain=3.17562 2.87283 threshold=1.0000000180025095e-35 0.083035000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0028355349356035844 -0.018089873912840084 -0.015043145354432097 leaf_weight=89.023757934777677 3.2562248200483728 3.7981840602733419 leaf_count=2339 48 81 internal_value=0 0.00208671 internal_weight=0 92.8219 internal_count=2468 2420 is_linear=0 shrinkage=0.0204111 Tree=5626 num_leaves=4 num_cat=0 split_feature=480 14 2 split_gain=2.83168 2.94893 0.095874 threshold=0.08598500000000002 0.076175000000000007 0.11585500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.530664149144919e-05 -0.00043082853500825679 -0.00043080102262963474 -0.00019096139723063705 leaf_weight=90.69529690053605 1.9433939373338938 2.0213330856204257 0.62230845561862214 leaf_count=2210 149 79 23 internal_value=0 3.44198e-05 -0.000383067 internal_weight=0 92.7166 2.5657 internal_count=2461 2289 172 is_linear=0 shrinkage=0.000400217 Tree=5627 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=2.46426 5.88217 2.41232 threshold=0.077655000000000016 0.084105000000000013 -0.10373499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056299265086975471 0.044212572225585257 0.0043597286039590019 -0.0027162658202472389 leaf_weight=19.818228237480071 1.5500006000511373 22.156687736132881 52.145940810471075 leaf_count=250 30 784 1405 internal_value=0 0.00716099 -0.000412631 internal_weight=0 23.7067 71.9642 internal_count=2469 814 1655 is_linear=0 shrinkage=0.0204111 Tree=5628 num_leaves=4 num_cat=0 split_feature=2 1429 46 split_gain=3.10757 3.63541 2.47577 threshold=0.097995000000000013 0.084690000000000015 0.089105000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9746251713993985e-05 0.00010444778103081809 0.00024009413299421668 -0.00034150588653178351 leaf_weight=50.308404584116943 37.303972769412212 5.4953339486091854 1.9983665142208327 leaf_count=1608 731 101 26 internal_value=0 -6.58663e-05 8.08671e-05 internal_weight=0 55.8037 39.3023 internal_count=2466 1709 757 is_linear=0 shrinkage=0.000400217 Tree=5629 num_leaves=4 num_cat=0 split_feature=12 472 12 split_gain=2.93755 2.39191 0.960351 threshold=0.11610500000000001 -1.0000000180025095e-35 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040855120838949603 -0.00058449287068479644 3.7343411350499695e-05 -0.00015338571427476425 leaf_weight=1.8548820532305388 1.4036652325448806 96.025197241931892 2.0751794450770831 leaf_count=123 47 2206 74 internal_value=0 2.84363e-05 -0.000340133 internal_weight=0 97.8801 3.47884 internal_count=2450 2329 121 is_linear=0 shrinkage=0.000400217 Tree=5630 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=2.59206 4.88207 4.225 threshold=0.10098000000000001 0.09864500000000001 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8059218914250999e-06 0.00019158665156348168 -0.00045833678950891305 -8.1716537764576184e-05 leaf_weight=53.860022556320473 24.551159107679268 4.0778107768237524 14.239976578974163 leaf_count=1576 473 267 160 internal_value=0 -4.21978e-05 9.13124e-05 internal_weight=0 57.9378 38.7911 internal_count=2476 1843 633 is_linear=0 shrinkage=0.000400217 Tree=5631 num_leaves=4 num_cat=0 split_feature=13 1 43 split_gain=3.81847 4.23072 1.9872 threshold=-0.10939499999999998 1.0000000180025095e-35 0.053180000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040426375529138735 -0.012457977635882245 -0.0010282736928182616 0.014041417669076486 leaf_weight=9.561350944364678 17.572707905892457 57.010394365817774 8.229440305818569 leaf_count=148 1216 1004 92 internal_value=0 -0.00373589 0.00676073 internal_weight=0 74.5831 17.7908 internal_count=2460 2220 240 is_linear=0 shrinkage=0.0204111 Tree=5632 num_leaves=3 num_cat=0 split_feature=39 16 split_gain=2.24807 3.10294 threshold=0.16946000000000003 0.41833000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026198975179072561 0.022446570459082982 -0.019228087478458226 leaf_weight=91.327993694336328 1.7065609245328222 3.4227885217769645 leaf_count=2271 22 178 internal_value=0 -0.000463936 internal_weight=0 94.7508 internal_count=2471 2449 is_linear=0 shrinkage=0.0204111 Tree=5633 num_leaves=4 num_cat=0 split_feature=128 124 2 split_gain=2.94205 3.00627 0.36593 threshold=1.0000000180025095e-35 -0.043384999999999993 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025185973974402992 -0.00046796167507361965 6.1702845096189342e-06 -8.0036524040701367e-05 leaf_weight=8.6809549855315691 2.0575323019111234 86.049494338418299 0.53857611997227639 leaf_count=199 173 2053 17 internal_value=0 2.89557e-05 -0.000394121 internal_weight=0 94.7304 2.59611 internal_count=2442 2252 190 is_linear=0 shrinkage=0.000400217 Tree=5634 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=2.91069 3.8192 threshold=0.084835000000000008 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012788061422356809 -0.021761223720714727 -0.0014875675515592759 leaf_weight=8.5432562805945036 2.5478976623926419 79.608119412911037 leaf_count=193 43 2251 internal_value=0 -8.95669e-05 internal_weight=0 88.1514 internal_count=2487 2444 is_linear=0 shrinkage=0.0204111 Tree=5635 num_leaves=3 num_cat=0 split_feature=31 457 split_gain=2.30934 2.41606 threshold=-1.0000000180025095e-35 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043108285570078665 -3.2069246909617298e-05 0.00013499550587686723 leaf_weight=1.8986433461541299 77.870067337815271 16.751794422365492 leaf_count=68 2218 200 internal_value=0 -2.36761e-06 internal_weight=0 94.6219 internal_count=2486 2418 is_linear=0 shrinkage=0.000400217 Tree=5636 num_leaves=4 num_cat=0 split_feature=2 0 49 split_gain=2.63945 3.4864 0.217016 threshold=0.14753000000000002 0.19022000000000003 0.13302000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050794078513086323 0.019489903556395734 -0.025135832263245034 0.0082115366943691856 leaf_weight=86.655256659971201 2.4867504180001556 2.3510022712871423 1.3298231374355962 leaf_count=2334 90 19 27 internal_value=0 -0.00118922 0.0159062 internal_weight=0 89.0063 3.81657 internal_count=2470 2353 117 is_linear=0 shrinkage=0.0204111 Tree=5637 num_leaves=3 num_cat=0 split_feature=48 51 split_gain=2.75392 4.2239 threshold=0.12879500000000002 0.13095500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.7218761415576133e-05 -0.00027658794854145124 -0.00054759715427955184 leaf_weight=91.300393405603245 5.0183330214640582 1.9101808670093294 leaf_count=2299 67 79 internal_value=0 2.45914e-05 internal_weight=0 93.2106 internal_count=2445 2378 is_linear=0 shrinkage=0.000400217 Tree=5638 num_leaves=4 num_cat=0 split_feature=15 0 131 split_gain=4.73284 4.67874 2.95078 threshold=0.084050000000000014 0.089620000000000019 0.092225000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.8263587214135683e-05 -0.00037878265367063773 0.00047020798572109751 -0.00027300360662916955 leaf_weight=85.170185545066488 7.9342695709710807 1.0969420772162264 4.7283028555975752 leaf_count=1491 830 18 168 internal_value=0 -0.000271168 3.10476e-05 internal_weight=0 9.03121 89.8985 internal_count=2507 848 1659 is_linear=0 shrinkage=0.000400217 Tree=5639 num_leaves=4 num_cat=0 split_feature=4 150 47 split_gain=3.29119 3.78522 2.37436 threshold=0.27626000000000001 -0.084634999999999988 0.11370000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026883195855178089 0.00021275242630519514 -7.8251091012754794e-05 -0.0002309038328867704 leaf_weight=5.2935777941020197 13.030770351557292 73.475663755620189 2.1702767254319033 leaf_count=62 250 2096 22 internal_value=0 -5.45774e-05 0.000148186 internal_weight=0 78.7692 15.201 internal_count=2430 2158 272 is_linear=0 shrinkage=0.000400217 Tree=5640 num_leaves=3 num_cat=0 split_feature=1365 1210 split_gain=2.37828 2.41794 threshold=0.088010000000000019 -0.08107499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023781789419076379 -0.023470121544620189 0.0018941929841584226 leaf_weight=1.44192072777514 1.5079183338675637 92.954104253894911 leaf_count=116 26 2348 internal_value=0 0.00147428 internal_weight=0 94.396 internal_count=2490 2464 is_linear=0 shrinkage=0.0204111 Tree=5641 num_leaves=4 num_cat=0 split_feature=14 47 3 split_gain=3.19553 3.6666 0.309996 threshold=0.076175000000000007 0.086380000000000012 -0.096099999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7320990563709299e-05 -0.00067901507807192072 -0.00014610097430557424 -0.00030238215413762093 leaf_weight=74.515689514195401 0.8650124025189142 19.767954762995942 1.0747091826051463 leaf_count=2091 55 317 26 internal_value=0 6.64203e-06 -0.000498231 internal_weight=0 94.2836 1.93972 internal_count=2489 2408 81 is_linear=0 shrinkage=0.000400217 Tree=5642 num_leaves=4 num_cat=0 split_feature=41 3 4 split_gain=2.73264 2.78019 2.0742 threshold=0.07831500000000001 -0.12077499999999998 0.36766000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018109539266450013 -0.00043583744561382547 8.1519044692874269e-06 -4.6302401222271808e-06 leaf_weight=18.585064697515918 3.3524903462675857 73.155095817117399 3.6947730358224362 leaf_count=194 87 2145 37 internal_value=0 4.33655e-05 -0.00021337 internal_weight=0 91.7402 7.04726 internal_count=2463 2339 124 is_linear=0 shrinkage=0.000400217 Tree=5643 num_leaves=4 num_cat=0 split_feature=457 1 132 split_gain=3.4208 3.47897 3.10248 threshold=0.080930000000000016 0.083135000000000014 0.081240000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.8529162383379368e-05 -0.00017980489473343788 0.0002601963377944707 0.0001887737989534392 leaf_weight=71.54914785517758 3.574042210646442 13.362674224190412 9.0546719488629588 leaf_count=2001 74 132 245 internal_value=0 0.000166775 -3.05249e-05 internal_weight=0 16.9367 80.6038 internal_count=2452 206 2246 is_linear=0 shrinkage=0.000400217 Tree=5644 num_leaves=4 num_cat=0 split_feature=1 133 48 split_gain=3.29305 4.76193 3.68613 threshold=0.10384000000000002 0.10071000000000001 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058168495749802884 0.01015456442098203 -0.025067601009052597 -0.0077363547029873246 leaf_weight=58.97478874754961 28.416349845763762 3.0658519532153141 5.6816191449761382 leaf_count=1583 495 351 54 internal_value=0 -0.000728697 0.0071579 internal_weight=0 62.0406 34.098 internal_count=2483 1934 549 is_linear=0 shrinkage=0.0204111 Tree=5645 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=3.00117 3.15818 2.37627 threshold=0.14121000000000003 0.12300500000000002 -0.11524 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013276994872558413 -0.0060526779072979748 -0.02166744247579383 0.016572214574318914 leaf_weight=82.552223793969461 2.6529464287450537 3.196969121345318 6.572839446103897 leaf_count=2334 65 28 76 internal_value=0 -0.00211329 0.0100717 internal_weight=0 85.7492 9.22579 internal_count=2503 2362 141 is_linear=0 shrinkage=0.0204111 Tree=5646 num_leaves=3 num_cat=0 split_feature=31 52 split_gain=2.5163 2.35766 threshold=-1.0000000180025095e-35 -0.40306999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021811857610605112 -0.017801701502061645 -0.00058621352365903435 leaf_weight=1.9073497834615398 3.3285518392003715 90.55320083267361 leaf_count=71 254 2172 internal_value=0 -0.00121706 internal_weight=0 93.8818 internal_count=2497 2426 is_linear=0 shrinkage=0.0204111 Tree=5647 num_leaves=4 num_cat=0 split_feature=1213 8 0 split_gain=3.33941 2.74183 1.18936 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.16132499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016382446741372028 -1.0760776893461418e-05 0.017059891785178749 -0.022383708214580762 leaf_weight=0.28464457392692599 82.494459088396979 4.0034539366606614 3.3306109234690657 leaf_count=1 2024 51 376 internal_value=0 0.000800368 -0.018931 internal_weight=0 86.4979 3.61526 internal_count=2452 2075 377 is_linear=0 shrinkage=0.0204111 Tree=5648 num_leaves=4 num_cat=0 split_feature=3 12 133 split_gain=2.35656 2.83282 2.76995 threshold=0.18307500000000002 -0.13407999999999998 0.10071000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6311011361848032e-06 -0.00016448805917636939 0.00046377858373239541 -0.00033579020416160644 leaf_weight=88.309617763447022 1.613662273623049 3.5150526640354647 3.8654507531318805 leaf_count=1986 47 70 359 internal_value=0 0.000266814 -9.07676e-06 internal_weight=0 5.12871 92.1751 internal_count=2462 117 2345 is_linear=0 shrinkage=0.000400217 Tree=5649 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=2.98248 5.81076 5.06823 threshold=-0.10072999999999999 0.094435000000000005 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.4094877761064171e-05 -0.00015905591235022257 7.5005168148338356e-05 0.00043691125066563138 leaf_weight=21.962754277803473 33.660203441238991 34.088336556247668 5.9762300129514179 leaf_count=314 1560 596 34 internal_value=0 -4.13564e-05 0.000113789 internal_weight=0 67.7485 27.939 internal_count=2504 2156 348 is_linear=0 shrinkage=0.000400217 Tree=5650 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=2.45919 8.24348 3.19414 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.24861499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017626220565129476 -0.015297936550165528 0.0047672767532953931 0.003791960000016819 leaf_weight=11.645586081765943 3.7759478048246811 16.317957199556986 60.544234552529815 leaf_count=1134 141 142 1018 internal_value=0 -0.00459173 0.00264664 internal_weight=0 27.9635 64.3202 internal_count=2435 1276 1159 is_linear=0 shrinkage=0.0204111 Tree=5651 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=3.51298 3.22823 1.04382 threshold=-0.49367499999999992 0.062320000000000007 -0.022279999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050846303832968688 -1.0535783414204592e-05 0.00023763727801239375 -0.00012303491473116771 leaf_weight=2.5091189036611468 83.905362766083272 9.216072457842527 2.1347740152850738 leaf_count=68 2301 77 60 internal_value=0 1.42814e-05 -0.000338352 internal_weight=0 93.1214 4.64389 internal_count=2506 2378 128 is_linear=0 shrinkage=0.000400217 Tree=5652 num_leaves=4 num_cat=0 split_feature=457 1 132 split_gain=2.79941 2.88151 2.67622 threshold=0.080930000000000016 0.086105000000000015 0.079320000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.2930703237750688e-05 -0.00016096679330767337 0.00024075506323868181 0.00017333884850381139 leaf_weight=69.095151485926181 3.6441130951279765 12.143659931141881 8.528709627222268 leaf_count=1995 82 119 232 internal_value=0 0.00014755 -3.6759e-05 internal_weight=0 15.7878 77.6239 internal_count=2428 201 2227 is_linear=0 shrinkage=0.000400217 Tree=5653 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.63419 3.20433 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020311975571774891 0.040170980766251939 0.00056327455158016512 leaf_weight=2.3853807118430259 0.74705577362328668 91.290187985970988 leaf_count=238 3 2217 internal_value=0 0.000933186 internal_weight=0 92.0372 internal_count=2458 2220 is_linear=0 shrinkage=0.0204111 Tree=5654 num_leaves=4 num_cat=0 split_feature=4 1 11 split_gain=2.74511 7.48567 6.21008 threshold=-0.080924999999999983 0.085995000000000016 0.079915000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0096631460833233943 -0.012712813115507487 0.0027059983517487458 -0.026213921048894306 leaf_weight=23.802081048197582 17.284146698599216 53.235890815834864 2.0870724178930677 leaf_count=580 937 830 93 internal_value=0 -0.00108725 0.00667046 internal_weight=0 70.52 25.8892 internal_count=2440 1767 673 is_linear=0 shrinkage=0.0204111 Tree=5655 num_leaves=3 num_cat=0 split_feature=2 3 split_gain=2.7142 2.77191 threshold=0.16826500000000003 -0.53670499999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.024357951868605936 0.020728683032385425 -0.0025929511304173787 leaf_weight=1.5079637228045601 2.1110018910258068 87.629665815027693 leaf_count=13 63 2425 internal_value=0 -0.00210703 internal_weight=0 89.1376 internal_count=2501 2438 is_linear=0 shrinkage=0.0204111 Tree=5656 num_leaves=4 num_cat=0 split_feature=483 151 42 split_gain=2.94139 2.40305 0.166261 threshold=0.096460000000000018 -0.52082499999999987 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044355292862695072 -0.00045890620952456651 3.6690205993440441e-05 -0.00019938213422470092 leaf_weight=1.5878466582726094 1.8392221100220916 92.858282899738697 0.83473498855164496 leaf_count=33 64 2315 85 internal_value=0 2.81006e-05 -0.000389159 internal_weight=0 94.4461 2.67396 internal_count=2497 2348 149 is_linear=0 shrinkage=0.000400217 Tree=5657 num_leaves=4 num_cat=0 split_feature=123 124 52 split_gain=2.56399 3.07083 2.82264 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.40865500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032397434857445711 0.015274892302799447 -0.011898513127468457 0.012170702383550879 leaf_weight=78.513288983096572 7.219779142527841 2.1772413754370046 5.1753516829739956 leaf_count=2109 174 42 161 internal_value=0 0.00891298 -0.00227176 internal_weight=0 9.39702 83.6886 internal_count=2486 216 2270 is_linear=0 shrinkage=0.0204111 Tree=5658 num_leaves=3 num_cat=0 split_feature=160 39 split_gain=2.52466 2.47629 threshold=-0.40446999999999994 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022591410658560532 -0.0011160191065853902 0.0084671178780614392 leaf_weight=1.9385471375753685 74.935094765656686 13.099348867923252 leaf_count=175 1990 279 internal_value=0 0.000318876 internal_weight=0 88.0344 internal_count=2444 2269 is_linear=0 shrinkage=0.0204111 Tree=5659 num_leaves=4 num_cat=0 split_feature=41 3 12 split_gain=3.66845 3.21871 1.64609 threshold=0.075585000000000013 -0.12077499999999998 0.09117500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001773895725683325 -0.00013021355019919199 -2.1986826118776857e-05 -0.0005409688657270717 leaf_weight=15.887548009501186 4.158357443418935 68.393455361689121 2.4926259262720123 leaf_count=175 105 2123 26 internal_value=0 1.57825e-05 -0.000290562 internal_weight=0 84.281 6.65098 internal_count=2429 2298 131 is_linear=0 shrinkage=0.000400217 Tree=5660 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=3.47886 5.34863 3.2256 threshold=0.084045000000000022 -0.0035949999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020464322663208518 -0.00027867440222808636 3.6935226128356618e-05 -9.1059198429405336e-06 leaf_weight=15.410049306025028 16.171227362610807 18.180731839544023 41.622682254659594 leaf_count=335 1194 450 505 internal_value=0 -0.000112061 4.89362e-05 internal_weight=0 34.352 57.0327 internal_count=2484 1644 840 is_linear=0 shrinkage=0.000400217 Tree=5661 num_leaves=4 num_cat=0 split_feature=401 453 15 split_gain=2.38135 2.4863 0.611727 threshold=0.087110000000000007 0.10071000000000001 -0.23032499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027003100148131945 0.0069300257193065035 -0.022512528663786478 -0.021333380130546649 leaf_weight=92.776271133574483 0.31654424825683269 1.5475108865648497 2.1618066630908279 leaf_count=2256 20 17 172 internal_value=0 0.00226046 -0.01758 internal_weight=0 94.3238 2.47835 internal_count=2465 2273 192 is_linear=0 shrinkage=0.0204111 Tree=5662 num_leaves=3 num_cat=0 split_feature=150 4 split_gain=3.35968 3.48579 threshold=-0.22665999999999997 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01835363156641549 -0.0041850941324701966 0.0068017940289376612 leaf_weight=3.2506381124258033 75.137724934495054 14.215692892204968 leaf_count=21 2205 267 internal_value=0 -0.00243081 internal_weight=0 89.3534 internal_count=2493 2472 is_linear=0 shrinkage=0.0204111 Tree=5663 num_leaves=4 num_cat=0 split_feature=130 49 40 split_gain=2.24621 2.28077 1.15291 threshold=1.0000000180025095e-35 -0.085949999999999985 -0.083394999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0096751219465857005 0.01107160171559394 0.00088295325352625014 -0.023972754346157834 leaf_weight=9.4284742212330439 0.397208099253476 79.90334090316901 2.3400459713629962 leaf_count=140 8 2017 328 internal_value=0 -0.000242109 -0.0186522 internal_weight=0 89.3318 2.73725 internal_count=2493 2157 336 is_linear=0 shrinkage=0.0204111 Tree=5664 num_leaves=3 num_cat=0 split_feature=33 151 split_gain=2.42388 2.29586 threshold=-1.0000000180025095e-35 -0.52082499999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038271207720269118 -0.0004433208770767137 2.6919236248942305e-05 leaf_weight=2.3591827210038891 1.5808803112668091 94.845624690220575 leaf_count=31 37 2447 internal_value=0 1.87046e-05 internal_weight=0 96.4265 internal_count=2515 2484 is_linear=0 shrinkage=0.000400217 Tree=5665 num_leaves=3 num_cat=0 split_feature=13 14 split_gain=3.78167 2.33138 threshold=-0.47860499999999995 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003462057965965874 -5.0961869663948156e-06 -0.00041912811309198321 leaf_weight=4.7717394273495293 86.152027108491893 2.1230369555378266 leaf_count=68 2331 80 internal_value=0 -1.55721e-05 internal_weight=0 88.2751 internal_count=2479 2411 is_linear=0 shrinkage=0.000400217 Tree=5666 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=2.28779 2.76845 threshold=-0.28286499999999998 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003977975422904103 0.00010560740273722232 -3.4019254714539853e-05 leaf_weight=2.0012408385773588 38.463418886909494 55.33310494334728 leaf_count=53 415 1970 internal_value=0 2.32955e-05 internal_weight=0 93.7965 internal_count=2438 2385 is_linear=0 shrinkage=0.000400217 Tree=5667 num_leaves=3 num_cat=0 split_feature=47 156 split_gain=3.57312 2.58859 threshold=0.13148500000000005 0.11815500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029941659899343602 -0.0165323386279525 -0.023492703999526198 leaf_weight=87.896514374180697 4.180134238820755 1.4536324404471077 leaf_count=2349 53 84 internal_value=0 0.00253439 internal_weight=0 89.3501 internal_count=2486 2433 is_linear=0 shrinkage=0.0204111 Tree=5668 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=3.60398 2.76616 threshold=-0.52412999999999987 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024749182076997056 -0.026305384445311841 0.001652659946375824 leaf_weight=2.6782194366678587 1.3869087740276871 90.713655155017477 leaf_count=19 128 2340 internal_value=0 0.00120022 internal_weight=0 92.1006 internal_count=2487 2468 is_linear=0 shrinkage=0.0204111 Tree=5669 num_leaves=4 num_cat=0 split_feature=43 457 3 split_gain=3.03611 4.72711 3.22781 threshold=-0.063379999999999978 0.083415000000000017 -0.077724999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.5670972846843461e-05 -0.00014039195588465175 0.00014786802956561859 0.00021585461756944279 leaf_weight=22.822811037920474 43.334578886031522 11.432227682205847 14.356474142958175 leaf_count=745 1232 106 359 internal_value=0 -8.00406e-05 6.79602e-05 internal_weight=0 54.7668 37.1793 internal_count=2442 1338 1104 is_linear=0 shrinkage=0.000400217 Tree=5670 num_leaves=4 num_cat=0 split_feature=0 48 33 split_gain=2.4222 2.82311 2.77518 threshold=0.043560000000000008 0.081275000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048682826048501243 4.0514002546734049e-05 0.0004263122812079619 -1.0547260715877241e-05 leaf_weight=1.8975715348497022 10.3494536288199 4.2048931433819225 79.060805088018242 leaf_count=20 155 26 2286 internal_value=0 0.000154379 -2.23677e-05 internal_weight=0 14.5543 80.9584 internal_count=2487 181 2306 is_linear=0 shrinkage=0.000400217 Tree=5671 num_leaves=4 num_cat=0 split_feature=3 43 16 split_gain=2.27889 2.53174 1.79154 threshold=0.18307500000000002 -0.074459999999999985 -0.042324999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.004470753369565466 0.023773833727703961 -0.0025872329304772613 -0.0011324957994929506 leaf_weight=34.242898588170647 3.0096516447083559 55.072089504759788 1.9418915523856402 leaf_count=984 80 1372 29 internal_value=0 0.000120972 0.014197 internal_weight=0 89.315 4.95154 internal_count=2465 2356 109 is_linear=0 shrinkage=0.0204111 Tree=5672 num_leaves=4 num_cat=0 split_feature=14 124 2 split_gain=2.35781 2.73972 1.39826 threshold=0.076175000000000007 -0.043384999999999993 0.10000000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023286835851953872 -0.00065641768823151427 -1.3380861543694446e-05 -3.1771828894670063e-05 leaf_weight=7.8356522110843789 1.2670242449385107 80.822389980574371 1.0036968385538783 leaf_count=192 70 2154 15 internal_value=0 8.64907e-06 -0.000394782 internal_weight=0 88.658 2.27072 internal_count=2431 2346 85 is_linear=0 shrinkage=0.000400217 Tree=5673 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=2.43767 2.38627 2.18872 threshold=0.11610500000000001 0.094405000000000003 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0008021599338158031 -0.034780910106458014 0.0057772376490353196 -0.0027413333667205653 leaf_weight=52.042262589318852 1.292189018626231 40.959616579246358 2.4762901343274279 leaf_count=1688 48 689 70 internal_value=0 0.00209898 -0.0144141 internal_weight=0 93.0019 3.76848 internal_count=2495 2377 118 is_linear=0 shrinkage=0.0204111 Tree=5674 num_leaves=4 num_cat=0 split_feature=457 49 0 split_gain=2.87598 3.92658 2.7972 threshold=-0.0046349999999999994 -0.006494999999999999 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042507359438348458 0.00018934988203967235 0.00010893796207423575 -1.9155321230432884e-05 leaf_weight=5.7386663094366668 11.805383345752487 3.4786695716320519 76.111378825073189 leaf_count=148 79 50 2206 internal_value=0 -0.000224646 9.0478e-06 internal_weight=0 9.21734 87.9168 internal_count=2483 198 2285 is_linear=0 shrinkage=0.000400217 Tree=5675 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=2.40154 8.37724 2.57133 threshold=-0.097754999999999995 -0.077774999999999983 0.0037600000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021277576500939306 -0.01985851326375622 0.00090841969758512589 0.01780767715526381 leaf_weight=23.258152470007193 9.2838308075733931 58.287336404748203 5.2613940988121604 leaf_count=308 1082 1022 52 internal_value=0 -0.00197295 0.00507878 internal_weight=0 67.5712 28.5195 internal_count=2464 2104 360 is_linear=0 shrinkage=0.0204111 Tree=5676 num_leaves=4 num_cat=0 split_feature=52 38 12 split_gain=3.14011 2.99845 0.897536 threshold=-0.29521499999999995 1.0000000180025095e-35 -0.070844999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022342479836969607 1.783148596015171e-05 -0.00038208413334129567 -0.00042931853796637093 leaf_weight=0.30525039299391243 84.582308014341834 3.0014061946421853 3.345555455882276 leaf_count=7 2169 43 252 internal_value=0 3.65644e-06 -0.000369717 internal_weight=0 87.5837 3.65081 internal_count=2471 2212 259 is_linear=0 shrinkage=0.000400217 Tree=5677 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=4.09458 5.10501 2.42502 threshold=0.27626000000000001 -0.23058999999999999 0.12230500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026074616687783779 0.0002346385202346954 -0.00010662659118917829 -0.0002121582377012798 leaf_weight=6.5588411512144367 11.768720007879891 66.440403357661125 2.2358275754377237 leaf_count=45 256 2151 19 internal_value=0 -7.32701e-05 0.00016219 internal_weight=0 72.9992 14.0045 internal_count=2471 2196 275 is_linear=0 shrinkage=0.000400217 Tree=5678 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=2.9344 3.86701 2.0957 threshold=0.11588000000000001 -0.23078999999999997 -0.11749 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010692086217659701 -0.0044768232811648566 -0.0036295238635509807 0.011564347388543606 leaf_weight=8.754292272788005 4.5598984534735818 68.894857982875692 12.59683878016949 leaf_count=70 85 2090 247 internal_value=0 -0.00200181 0.00729956 internal_weight=0 77.6492 17.1567 internal_count=2492 2160 332 is_linear=0 shrinkage=0.0204111 Tree=5679 num_leaves=4 num_cat=0 split_feature=14 457 147 split_gain=2.80456 2.62449 0.458542 threshold=0.076175000000000007 0.069910000000000014 0.085050000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.125231291957618e-06 -0.00020671062572746442 0.00017150574029878039 -0.0005967899481187889 leaf_weight=75.72753481007021 1.0947714897702092 15.620720755949149 1.1140178056666625 leaf_count=2144 72 198 11 internal_value=0 2.27644e-05 -0.000422751 internal_weight=0 91.3483 2.20879 internal_count=2425 2342 83 is_linear=0 shrinkage=0.000400217 Tree=5680 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.92748 6.42469 3.28014 threshold=0.077765000000000015 -0.083954999999999988 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0056133537951812444 -0.011060499356085661 -0.014742176739813078 0.0044127702782034307 leaf_weight=12.106027640795221 6.2080711880698791 13.627340356240891 59.226723468975251 leaf_count=271 141 1029 1024 internal_value=0 -0.00518327 0.00292837 internal_weight=0 25.7334 65.4348 internal_count=2465 1300 1165 is_linear=0 shrinkage=0.0204111 Tree=5681 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.25646 5.00636 3.04223 threshold=-0.075434999999999988 -0.10674499999999999 -0.032264999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1107356807807828e-06 0.00023529371982614731 -0.00024909828837789226 -7.5625087058602413e-07 leaf_weight=39.550565886223922 13.293686799646819 17.166620941785368 25.154402084532194 leaf_count=435 323 1269 438 internal_value=0 -6.93783e-05 8.13059e-05 internal_weight=0 56.7172 38.4481 internal_count=2465 1704 761 is_linear=0 shrinkage=0.000400217 Tree=5682 num_leaves=4 num_cat=0 split_feature=13 16 12 split_gain=2.44012 2.29808 1.86353 threshold=-0.23438999999999996 -0.55433999999999994 -0.041094999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0038585540025842815 -0.03172510571235268 -0.00037987808912749173 0.01742128606208863 leaf_weight=2.4106754581880523 0.87373276054859061 85.659699604424532 5.5383021086163344 leaf_count=58 26 2301 70 internal_value=0 -0.00073696 0.0110038 internal_weight=0 86.5334 7.94898 internal_count=2455 2327 128 is_linear=0 shrinkage=0.0204111 Tree=5683 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=2.86096 3.74732 3.03778 threshold=0.14121000000000003 -0.11749 -0.13314999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.1413019784598048e-05 -0.00015914842506818517 0.00036351311970228903 -8.3052992563861265e-05 leaf_weight=32.354214640530699 3.1340045815450139 6.8454029355198127 54.749893592743319 leaf_count=294 63 74 2040 internal_value=0 0.000199428 -2.56596e-05 internal_weight=0 9.97941 87.1041 internal_count=2471 137 2334 is_linear=0 shrinkage=0.000400217 Tree=5684 num_leaves=4 num_cat=0 split_feature=3 1373 13 split_gain=3.60066 2.69698 1.71042 threshold=0.16158000000000003 0.099250000000000019 -0.5356749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2266612821032659e-05 -2.605983649179588e-05 -0.00050593262741338053 0.00044851509877076644 leaf_weight=89.333731223563518 1.6544817368849178 1.5262032953905862 4.3615812571806591 leaf_count=2345 22 17 104 internal_value=0 2.95027e-06 0.00031991 internal_weight=0 90.8599 6.01606 internal_count=2488 2362 126 is_linear=0 shrinkage=0.000400217 Tree=5685 num_leaves=3 num_cat=0 split_feature=44 48 split_gain=3.08171 3.13997 threshold=1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0031662162600215853 -0.019123470094346541 -0.014148270971496364 leaf_weight=87.339972861671413 2.772562170168384 4.482921772683766 leaf_count=2346 45 59 internal_value=0 0.0023047 internal_weight=0 91.8229 internal_count=2450 2405 is_linear=0 shrinkage=0.0204111 Tree=5686 num_leaves=4 num_cat=0 split_feature=12 457 1 split_gain=3.3913 3.64707 2.71972 threshold=-0.070844999999999977 -0.0046349999999999994 0.092655000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031348314672867547 -0.013403158004572169 0.0011801238135635667 0.018262860775522496 leaf_weight=3.5525025492534024 7.7899828095250987 74.413570261520363 7.8289748746756231 leaf_count=46 189 2016 238 internal_value=0 -0.000218206 0.0116185 internal_weight=0 82.2036 11.3815 internal_count=2489 2205 284 is_linear=0 shrinkage=0.0204111 Tree=5687 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=2.74673 4.21884 3.11411 threshold=-0.047889999999999995 -0.0059799999999999992 -0.088284999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.605875624498581e-05 -0.00033426524421456051 -1.0619114578890036e-05 0.00022547575950052898 leaf_weight=19.172822917484154 7.2287503963161717 53.311324154048634 15.299760678681194 leaf_count=543 206 1503 220 internal_value=0 -4.98096e-05 9.1523e-05 internal_weight=0 60.5401 34.4726 internal_count=2472 1709 763 is_linear=0 shrinkage=0.000400217 Tree=5688 num_leaves=4 num_cat=0 split_feature=1213 1456 0 split_gain=2.72399 2.51246 1.1386 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15687999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01629839409246666 -0.020804973212638255 0.00057154988327578159 -0.021866365432724768 leaf_weight=0.28115165233612094 2.2421989130016291 84.780313928466057 3.1327835473457517 leaf_count=1 196 1879 371 internal_value=0 -5.25853e-06 -0.0183056 internal_weight=0 87.0225 3.41394 internal_count=2447 2075 372 is_linear=0 shrinkage=0.0204111 Tree=5689 num_leaves=3 num_cat=0 split_feature=38 1 split_gain=2.49721 2.83727 threshold=0.10386000000000002 0.099515000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019286241694341205 -0.021954691779990057 0.0054480513799520661 leaf_weight=54.021240216661681 1.9007385889708519 36.175937490523211 leaf_count=1820 28 604 internal_value=0 0.00103307 internal_weight=0 90.1972 internal_count=2452 2424 is_linear=0 shrinkage=0.0204111 Tree=5690 num_leaves=4 num_cat=0 split_feature=14 132 48 split_gain=2.94263 2.3301 1.69026 threshold=0.076175000000000007 0.080640000000000017 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001993139413892528 -0.040029936927282198 0.011262570667541142 -0.0046496471207838688 leaf_weight=81.148352822925517 1.0107337462250146 8.6789365368167619 1.1948912069128699 leaf_count=2152 15 222 69 internal_value=0 0.00128091 -0.0220134 internal_weight=0 89.8273 2.20562 internal_count=2458 2374 84 is_linear=0 shrinkage=0.0204111 Tree=5691 num_leaves=4 num_cat=0 split_feature=0 474 1 split_gain=2.61079 3.61461 3.01405 threshold=-0.10161999999999997 0.085070000000000021 0.10098000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6812120663400787e-05 -0.00014133006569266152 0.00040252964469415602 6.346305066623744e-05 leaf_weight=39.25069166625326 31.878391062611627 4.4707809518440618 17.898890975862741 leaf_count=444 1588 35 391 internal_value=0 6.61616e-05 -6.77135e-05 internal_weight=0 43.7215 49.7773 internal_count=2458 479 1979 is_linear=0 shrinkage=0.000400217 Tree=5692 num_leaves=4 num_cat=0 split_feature=52 4 133 split_gain=3.1876 3.63093 2.81499 threshold=-0.11813499999999998 0.10637500000000001 -0.26719999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032542015775776495 -0.00047788913898210583 0.00027035824808743997 4.6419242180996791e-05 leaf_weight=7.8219073322034074 1.5616164092352836 1.9735447065031619 83.462157630834554 leaf_count=387 125 25 1883 internal_value=0 -0.000203686 3.61735e-05 internal_weight=0 9.79545 85.0238 internal_count=2420 412 2008 is_linear=0 shrinkage=0.000400217 Tree=5693 num_leaves=4 num_cat=0 split_feature=15 1374 51 split_gain=3.23844 2.89498 0.931721 threshold=-0.30407999999999996 0.10637000000000001 0.10614000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032475823393534031 -2.4010781227380586e-05 -0.00053677113244577875 -2.4160115445942193e-05 leaf_weight=5.3842010392399962 86.069285575365939 1.689043448655865 1.5586574789485892 leaf_count=164 2299 21 14 internal_value=0 -3.4551e-05 0.000247287 internal_weight=0 87.7583 6.94286 internal_count=2498 2320 178 is_linear=0 shrinkage=0.000400217 Tree=5694 num_leaves=4 num_cat=0 split_feature=1213 0 475 split_gain=3.27768 2.60272 1.96419 threshold=-1.0000000180025095e-35 -0.10674499999999999 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019756751042108597 0.0054840180544053468 -0.0015191091444985798 -0.022466420458305651 leaf_weight=0.43835410475730929 38.318812502169749 51.974010241661745 3.4890817376945042 leaf_count=1 406 1688 384 internal_value=0 0.00145602 -0.0173367 internal_weight=0 90.2928 3.92744 internal_count=2479 2094 385 is_linear=0 shrinkage=0.0204111 Tree=5695 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=3.38529 5.49737 3.80151 threshold=-0.10674499999999999 -0.075434999999999988 0.12118000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0075589436607693856 -0.012017653257954748 0.0021003501996620468 -0.014978077902257875 leaf_weight=34.846495021425653 16.773792121195584 35.88276336533454 3.3197225043550125 leaf_count=400 1258 769 33 internal_value=0 -0.00241291 0.00556058 internal_weight=0 52.6566 38.1662 internal_count=2460 2027 433 is_linear=0 shrinkage=0.0204111 Tree=5696 num_leaves=4 num_cat=0 split_feature=52 376 52 split_gain=2.67337 4.5572 2.70449 threshold=-0.049149999999999992 0.088470000000000007 -0.088284999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3372478406799004e-05 -8.978177858276533e-05 0.00044236428107407064 0.00019780875244273334 leaf_weight=16.989145241706865 57.278695549313852 2.5888111536623901 15.340907080928444 leaf_count=521 1713 32 217 internal_value=0 -6.59877e-05 7.66292e-05 internal_weight=0 59.8675 32.3301 internal_count=2483 1745 738 is_linear=0 shrinkage=0.000400217 Tree=5697 num_leaves=4 num_cat=0 split_feature=402 159 1 split_gain=2.32441 2.61747 1.24774 threshold=0.088090000000000016 0.094480000000000022 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0776506326495939e-05 -0.00041466461391680284 -0.00021517126099765215 0.00017175282907433897 leaf_weight=82.171337372641574 2.8929960961031607 6.8285184457345158 0.65414668139419507 leaf_count=1974 231 244 30 internal_value=0 2.08932e-05 -0.000304574 internal_weight=0 88.9999 3.54714 internal_count=2479 2218 261 is_linear=0 shrinkage=0.000400217 Tree=5698 num_leaves=4 num_cat=0 split_feature=0 43 15 split_gain=3.74218 4.96387 4.72948 threshold=-0.10674499999999999 -0.083944999999999978 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013528721632773466 7.4574117639222454e-05 -0.00017870583540646176 0.00016797790995828928 leaf_weight=11.406449978843737 20.200307285980671 31.755466445640195 28.900466780207353 leaf_count=160 517 1532 269 internal_value=0 -8.02825e-05 8.20199e-05 internal_weight=0 51.9558 40.3069 internal_count=2478 2049 429 is_linear=0 shrinkage=0.000400217 Tree=5699 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=3.36491 4.0182 0.237973 threshold=0.17439000000000002 0.095890000000000017 -0.24185499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012872678330608988 -0.0066746322346084002 0.018477462700580701 -0.026363928756564358 leaf_weight=85.089224324252427 0.39221952622756395 4.4003223805193548 2.1270126974304722 leaf_count=2227 9 68 155 internal_value=0 -0.000293534 -0.023713 internal_weight=0 89.4895 2.51923 internal_count=2459 2295 164 is_linear=0 shrinkage=0.0204111 Tree=5700 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=2.98515 2.57198 2.1064 threshold=0.12796000000000002 -0.10674499999999999 -0.039759999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028859981481855479 0.025908666988556272 -0.004344402051629101 0.0047389668279654374 leaf_weight=38.518437902766891 2.726398681072169 43.55931778017839 6.5362811005616077 leaf_count=387 113 1852 91 internal_value=0 -0.000951924 0.0112051 internal_weight=0 82.0778 9.26268 internal_count=2443 2239 204 is_linear=0 shrinkage=0.0204111 Tree=5701 num_leaves=4 num_cat=0 split_feature=11 43 1 split_gain=3.2303 3.57714 0.733771 threshold=0.088215000000000002 -0.074459999999999985 0.11249000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064444086823027607 -0.023771067180161611 -0.0019686270619390664 -0.0071269563793984947 leaf_weight=32.527348496332706 2.4410506352105577 59.227297119665309 2.181098572909832 leaf_count=942 62 1450 30 internal_value=0 0.00101804 -0.0162714 internal_weight=0 91.7546 4.62215 internal_count=2484 2392 92 is_linear=0 shrinkage=0.0204111 Tree=5702 num_leaves=3 num_cat=0 split_feature=156 38 split_gain=2.53551 2.40648 threshold=-1.0000000180025095e-35 0.10386000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040772737577582477 5.4441911014776349e-05 -0.00037746098279042395 leaf_weight=1.9128402868373076 93.286572389959474 2.002388284301559 leaf_count=135 2320 28 internal_value=0 4.49336e-05 internal_weight=0 95.289 internal_count=2483 2348 is_linear=0 shrinkage=0.000400217 Tree=5703 num_leaves=4 num_cat=0 split_feature=4 41 4 split_gain=3.26422 2.87286 1.3333 threshold=-0.49121999999999993 0.075585000000000013 -0.52556499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0053229492973247659 0.0022142028381292606 -0.012068450202074045 -0.026771162062389837 leaf_weight=2.5679245457286015 81.582754697657947 6.2100893449969581 2.2911301441490641 leaf_count=44 2192 120 84 internal_value=0 0.00118982 -0.0158114 internal_weight=0 87.7928 4.85905 internal_count=2440 2312 128 is_linear=0 shrinkage=0.0204111 Tree=5704 num_leaves=4 num_cat=0 split_feature=160 1 15 split_gain=3.08558 5.13311 3.15257 threshold=-0.091944999999999985 0.11174500000000002 -0.095804999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023668154848566807 -0.0040891722082407895 0.0084640704597961514 0.0043940074264826002 leaf_weight=5.0813485119688249 25.673442155573866 3.3688121659070021 62.413240041547397 leaf_count=292 424 62 1687 internal_value=0 -0.0109149 0.00191948 internal_weight=0 8.45016 88.0867 internal_count=2465 354 2111 is_linear=0 shrinkage=0.0204111 Tree=5705 num_leaves=4 num_cat=0 split_feature=15 160 4 split_gain=3.69712 3.16422 2.81815 threshold=0.084050000000000014 -0.20907999999999996 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032421963808964991 -0.0003451491234299736 3.3432431624604365e-05 0.0002265266276367306 leaf_weight=4.0499183166430148 7.7957354288810148 82.573115518651321 1.5918821914819998 leaf_count=181 800 1466 11 internal_value=0 1.6314e-05 -0.000246681 internal_weight=0 86.623 9.38762 internal_count=2458 1647 811 is_linear=0 shrinkage=0.000400217 Tree=5706 num_leaves=3 num_cat=0 split_feature=51 12 split_gain=2.71694 2.91172 threshold=0.161415 0.11610500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.582410925634813e-05 -0.00043631420054176086 -0.00034900221550592171 leaf_weight=92.504772298911121 1.9049052511654725 2.9805162591292165 leaf_count=2312 53 114 internal_value=0 3.31055e-05 internal_weight=0 95.4853 internal_count=2479 2426 is_linear=0 shrinkage=0.000400217 Tree=5707 num_leaves=4 num_cat=0 split_feature=133 43 47 split_gain=2.56667 2.64105 0.0735588 threshold=-0.26719999999999994 0.095890000000000017 0.10019500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033688251750983559 1.5695368035521168e-05 0.00026170793839844296 -0.00063579585156971392 leaf_weight=1.0050324357216585 84.149044363301073 7.5127732252585693 0.4969164108915719 leaf_count=146 2200 102 11 internal_value=0 3.61537e-05 -0.000473026 internal_weight=0 91.6618 1.50195 internal_count=2459 2302 157 is_linear=0 shrinkage=0.000400217 Tree=5708 num_leaves=4 num_cat=0 split_feature=52 52 14 split_gain=2.93624 3.87264 3.3075 threshold=-0.06001999999999999 -0.087789999999999993 -0.24402999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6967699909603785e-05 -0.00052505529723163998 0.00024062242107500891 -4.8194281672603563e-05 leaf_weight=18.903856372053269 2.3141960915527298 13.875809282675617 59.932669627414725 leaf_count=535 36 178 1699 internal_value=0 8.09568e-05 -6.68338e-05 internal_weight=0 32.7797 62.2469 internal_count=2448 713 1735 is_linear=0 shrinkage=0.000400217 Tree=5709 num_leaves=4 num_cat=0 split_feature=3 1 48 split_gain=2.7399 3.95458 2.15707 threshold=-0.12077499999999998 0.094435000000000005 -0.064549999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042351573965078773 -0.00012875458286964889 5.8191323354525785e-05 7.3846606665144848e-05 leaf_weight=3.2666501416824785 35.501532966522063 36.809732069916208 17.751191528466734 leaf_count=25 1591 599 249 internal_value=0 -3.36477e-05 0.000130149 internal_weight=0 72.3113 21.0178 internal_count=2464 2190 274 is_linear=0 shrinkage=0.000400217 Tree=5710 num_leaves=4 num_cat=0 split_feature=43 34 11 split_gain=2.61572 3.90514 3.40833 threshold=-0.063379999999999978 -1.0000000180025095e-35 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0051734877093904943 -0.029758981131885381 -0.0022917345603832096 -0.019990350198374317 leaf_weight=34.887461063004594 2.1329070074716574 55.731327813427924 2.2865451637771903 leaf_count=1099 25 1356 31 internal_value=0 -0.00335971 0.0035703 internal_weight=0 57.8642 37.174 internal_count=2511 1381 1130 is_linear=0 shrinkage=0.0204111 Tree=5711 num_leaves=4 num_cat=0 split_feature=484 376 42 split_gain=2.35701 3.50509 2.32359 threshold=0.084930000000000019 1.0000000180025095e-35 0.079600000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1214912343194206e-05 0.00028023866986246913 0.00027127936555370837 -0.00010513370596412682 leaf_weight=76.057899902822101 8.6623643368948233 6.1070139265793832 3.4388518881896735 leaf_count=2071 119 114 161 internal_value=0 -1.76508e-05 0.000170766 internal_weight=0 82.1649 12.1012 internal_count=2465 2185 280 is_linear=0 shrinkage=0.000400217 Tree=5712 num_leaves=4 num_cat=0 split_feature=12 474 16 split_gain=2.86964 4.2587 3.8386 threshold=0.084045000000000022 0.084660000000000027 -0.092969999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078157107745355269 0.0035845207354871472 0.017293311736807482 -0.009779967389627128 leaf_weight=50.023193707325845 15.007737362902843 7.3710254123870973 21.914584753430972 leaf_count=715 294 97 1361 internal_value=0 0.00293168 -0.00435332 internal_weight=0 57.3942 36.9223 internal_count=2467 812 1655 is_linear=0 shrinkage=0.0204111 Tree=5713 num_leaves=4 num_cat=0 split_feature=15 49 151 split_gain=2.53598 4.26869 2.51128 threshold=0.084050000000000014 -0.14750499999999997 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019630858249228663 0.0052598784318442721 -0.023311719177360239 0.0015345925659248178 leaf_weight=2.2948246538144295 3.8618613639555406 4.7858754927656246 78.928629466277926 leaf_count=59 44 804 1566 internal_value=0 -0.0106482 0.000910399 internal_weight=0 8.64774 81.2235 internal_count=2473 848 1625 is_linear=0 shrinkage=0.0204111 Tree=5714 num_leaves=4 num_cat=0 split_feature=52 52 12 split_gain=3.41082 2.68726 1.01147 threshold=-0.24526499999999998 -0.046989999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023349439681155033 0.0067930794333835049 -0.0009138102432984372 -0.020605433000666189 leaf_weight=1.3737849749886661 27.611561403457017 58.813898218842951 3.8080080771105704 leaf_count=17 446 1723 262 internal_value=0 0.00155402 -0.0153236 internal_weight=0 86.4255 5.18179 internal_count=2448 2169 279 is_linear=0 shrinkage=0.0204111 Tree=5715 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.42706 4.30723 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020660766279771692 0.026886394987782534 -5.7157168714769025e-05 leaf_weight=2.1635089093470006 2.4287966784031587 91.103361938661692 leaf_count=27 31 2384 internal_value=0 0.00067381 internal_weight=0 93.5322 internal_count=2442 2415 is_linear=0 shrinkage=0.0204111 Tree=5716 num_leaves=3 num_cat=0 split_feature=1373 147 split_gain=2.74622 2.34967 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00049048510725290104 -0.00050410657127431414 2.321234095455694e-05 leaf_weight=1.3366865797433991 1.5473056223709125 92.364136224226968 leaf_count=20 21 2415 internal_value=0 1.53075e-05 internal_weight=0 93.7008 internal_count=2456 2435 is_linear=0 shrinkage=0.000400217 Tree=5717 num_leaves=3 num_cat=0 split_feature=14 480 split_gain=3.98848 2.93606 threshold=0.076175000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.1655363489121095e-06 -0.0006210828840429555 -0.00039996870828606094 leaf_weight=90.016142427881277 1.5943429484832439 2.7879093033916424 leaf_count=2163 64 195 internal_value=0 -3.59236e-06 internal_weight=0 92.8041 internal_count=2422 2358 is_linear=0 shrinkage=0.000400217 Tree=5718 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=3.52082 4.66838 3.21901 threshold=0.09864500000000001 0.12958500000000003 0.098180000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055130695513690988 -0.018629561914746996 0.012378512282509248 0.024314377386885005 leaf_weight=80.409243176141899 8.1583459652792936 2.5907009565271428 2.3354643939528605 leaf_count=2089 319 47 15 internal_value=0 -0.0111055 0.00125397 internal_weight=0 10.749 82.7447 internal_count=2470 366 2104 is_linear=0 shrinkage=0.0204111 Tree=5719 num_leaves=4 num_cat=0 split_feature=52 48 4 split_gain=3.99154 4.8456 2.51019 threshold=-0.047889999999999995 -0.024949999999999996 0.0063750000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8188361974497784e-06 0.00020918678074586012 -0.00013253278920532187 0.00022677810064406425 leaf_weight=23.797329934554 7.5161170912906519 52.007742912694084 12.143492561335732 leaf_count=593 76 1633 172 internal_value=0 -8.90719e-05 7.96215e-05 internal_weight=0 59.5239 35.9408 internal_count=2474 1709 765 is_linear=0 shrinkage=0.000400217 Tree=5720 num_leaves=4 num_cat=0 split_feature=484 457 457 split_gain=2.86591 3.47023 2.2878 threshold=-0.082244999999999985 -0.0046349999999999994 -0.10142499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018515071503335402 -0.010579823120688387 0.0033974819898527596 -0.022601241893386002 leaf_weight=0.59198183286935124 8.0356573624885623 80.865922916120326 3.1775219967603325 leaf_count=5 142 2119 234 internal_value=0 0.00212238 -0.0157963 internal_weight=0 88.9016 3.7695 internal_count=2500 2261 239 is_linear=0 shrinkage=0.0204111 Tree=5721 num_leaves=4 num_cat=0 split_feature=124 123 1456 split_gain=2.5419 2.59369 2.43416 threshold=-0.043384999999999993 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0098054087356502298 -0.0003406782377519431 0.016853529888142049 -0.022512992911568951 leaf_weight=1.8919045209695449 85.681948030218336 6.514110548858298 2.0018444301749687 leaf_count=47 2071 170 212 internal_value=0 0.0108035 -0.000874944 internal_weight=0 8.40602 87.6838 internal_count=2500 217 2283 is_linear=0 shrinkage=0.0204111 Tree=5722 num_leaves=4 num_cat=0 split_feature=457 3 4 split_gain=3.00886 2.99988 1.56794 threshold=0.087995000000000004 0.30863500000000005 0.005190000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4119734956516588e-05 -3.5648274685124372e-05 0.00039625676764705464 0.00029621600790954387 leaf_weight=81.114483208719321 3.1674284549371787 2.5680624060914843 7.8312499064486474 leaf_count=2254 71 85 60 internal_value=0 -2.04004e-05 0.000201249 internal_weight=0 83.6825 10.9987 internal_count=2470 2339 131 is_linear=0 shrinkage=0.000400217 Tree=5723 num_leaves=4 num_cat=0 split_feature=2 44 2 split_gain=2.60305 3.14145 0.0767044 threshold=0.14753000000000002 1.0000000180025095e-35 0.15669500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.340765735000974e-06 0.00022025043740923385 -0.00050943209328498833 0.00038219889728778681 leaf_weight=88.360189950035419 1.3661699505755671 1.8362795317079861 2.3385872355138417 leaf_count=2325 36 37 74 internal_value=0 -6.73761e-06 0.000330692 internal_weight=0 90.1965 3.70476 internal_count=2472 2362 110 is_linear=0 shrinkage=0.000400217 Tree=5724 num_leaves=3 num_cat=0 split_feature=1456 1 split_gain=3.08905 2.92009 threshold=-1.0000000180025095e-35 0.12796000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004073207948016091 1.9653098420297025e-05 0.00025311978317924373 leaf_weight=2.3894216272929034 84.657778094311652 9.44028604023333 leaf_count=237 2056 206 internal_value=0 4.33484e-05 internal_weight=0 94.0981 internal_count=2499 2262 is_linear=0 shrinkage=0.000400217 Tree=5725 num_leaves=3 num_cat=0 split_feature=2 31 split_gain=2.30623 2.26594 threshold=0.16826500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021831493045333283 0.019929244775135805 -0.00077066535544243798 leaf_weight=1.773814371365005 2.2919422181148539 91.951223393407417 leaf_count=67 61 2354 internal_value=0 -0.000317364 internal_weight=0 93.725 internal_count=2482 2421 is_linear=0 shrinkage=0.0204111 Tree=5726 num_leaves=4 num_cat=0 split_feature=1429 15 484 split_gain=2.99436 2.54444 0.310056 threshold=-1.0000000180025095e-35 -0.46714499999999998 0.091180000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036472287210514547 0.00033497953181041982 -1.6345904047807088e-05 -0.00082153249287952596 leaf_weight=1.1053461013652839 3.3118864202988325 92.602410736031743 0.45504049978626415 leaf_count=114 101 2299 15 internal_value=0 -3.83832e-06 -0.000544022 internal_weight=0 95.9143 1.56039 internal_count=2529 2400 129 is_linear=0 shrinkage=0.000400217 Tree=5727 num_leaves=4 num_cat=0 split_feature=16 4 3 split_gain=2.26974 3.5204 3.23597 threshold=-0.069089999999999985 -0.0026499999999999996 -0.32415499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022880754765353207 0.00033507268220822508 -1.3906865645095219e-05 -9.3421050036486536e-05 leaf_weight=13.589382562524404 2.9069165783002964 31.71937267744579 44.030744489962672 leaf_count=684 12 532 1245 internal_value=0 5.92747e-05 -6.61496e-05 internal_weight=0 45.3088 46.9377 internal_count=2473 1216 1257 is_linear=0 shrinkage=0.000400217 Tree=5728 num_leaves=3 num_cat=0 split_feature=1348 2 split_gain=2.42174 2.36565 threshold=0.090205000000000021 0.097360000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.2673714235815485e-05 0.00042705363550998577 6.6304284578464777e-05 leaf_weight=50.614919475548959 2.0164632261148645 41.229629506695346 leaf_count=1672 29 758 internal_value=0 -4.7644e-06 internal_weight=0 91.8445 internal_count=2459 2430 is_linear=0 shrinkage=0.000400217 Tree=5729 num_leaves=4 num_cat=0 split_feature=480 4 2 split_gain=2.54368 2.50973 0.0738843 threshold=0.08598500000000002 0.50597000000000014 0.11578500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4760662584250738e-06 -0.00043950694791287069 0.00034675949666063485 -0.00020244821175131625 leaf_weight=90.016947956413787 1.8619002141131198 3.3092066471435819 0.57295161226647895 leaf_count=2192 159 132 23 internal_value=0 1.0308e-05 -0.000395077 internal_weight=0 93.3262 2.43485 internal_count=2506 2324 182 is_linear=0 shrinkage=0.000400217 Tree=5730 num_leaves=3 num_cat=0 split_feature=1373 150 split_gain=3.51378 3.91132 threshold=0.099250000000000019 0.081245000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00043056326051324641 -0.027068143087635565 0.010232655689383243 leaf_weight=73.188581370854081 1.5694646858610202 21.967339218190318 leaf_count=2130 20 325 internal_value=0 0.0027028 internal_weight=0 95.1559 internal_count=2475 2455 is_linear=0 shrinkage=0.0204111 Tree=5731 num_leaves=3 num_cat=0 split_feature=156 42 split_gain=2.41843 2.39885 threshold=-1.0000000180025095e-35 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040643498828213685 -0.00053006215398359083 3.9693161048207743e-05 leaf_weight=1.9415398956589331 1.0870922126923677 94.165822726008628 leaf_count=136 8 2339 internal_value=0 3.2576e-05 internal_weight=0 95.2529 internal_count=2483 2347 is_linear=0 shrinkage=0.000400217 Tree=5732 num_leaves=4 num_cat=0 split_feature=47 0 13 split_gain=2.67722 4.84906 3.04721 threshold=0.086380000000000012 -0.074249999999999997 -0.49274999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023357891949462025 -0.015776559690929493 0.0055522463673699776 0.0021810548059857894 leaf_weight=2.8354597049910799 9.3643056001747045 8.2742032319074479 72.910106780247588 leaf_count=42 195 103 2134 internal_value=0 -0.00579933 0.0030071 internal_weight=0 17.6385 75.7456 internal_count=2474 298 2176 is_linear=0 shrinkage=0.0204111 Tree=5733 num_leaves=4 num_cat=0 split_feature=42 160 0 split_gain=2.30525 2.80121 2.71233 threshold=-1.0000000180025095e-35 -0.091944999999999985 -0.016664999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025657874084783949 -0.00020821688719258169 5.3626758980653951e-05 0.00014572435864379735 leaf_weight=9.7496774832688953 7.0563824139826457 75.248203431816364 3.6045142840594044 leaf_count=657 307 1462 37 internal_value=0 3.09252e-05 -0.000147682 internal_weight=0 82.3046 13.3542 internal_count=2463 1769 694 is_linear=0 shrinkage=0.000400217 Tree=5734 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=2.61805 3.47142 0.265374 threshold=0.2506000000000001 0.095890000000000017 -0.14524999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001186111132494682 -0.0070359228783679079 0.014958721900957298 -0.026720766798633763 leaf_weight=80.61160289077452 0.462556818587473 5.8460107340360983 1.5792566103373236 leaf_count=2203 23 87 136 internal_value=0 -7.65093e-05 -0.0228589 internal_weight=0 86.4576 2.04181 internal_count=2449 2290 159 is_linear=0 shrinkage=0.0204111 Tree=5735 num_leaves=4 num_cat=0 split_feature=457 132 49 split_gain=3.0349 3.40492 3.32387 threshold=0.069910000000000014 0.081240000000000021 -0.083094999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029063811164716418 -0.010477602744943438 0.010910736134253128 0.013075084439915114 leaf_weight=70.895970529327315 3.0292831420665598 8.1882297513511713 12.389510258624794 leaf_count=2062 53 230 155 internal_value=0 -0.00146238 0.00840558 internal_weight=0 79.0842 15.4188 internal_count=2500 2292 208 is_linear=0 shrinkage=0.0204111 Tree=5736 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=2.42448 5.83526 5.26958 threshold=-0.10674499999999999 0.12879500000000002 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011185376779846591 -0.00024961450234914768 -0.0003826915768068989 2.2281016331138897e-05 leaf_weight=40.386430895363446 16.33484803013198 4.1101550367238806 37.28350067055726 leaf_count=419 1219 34 782 internal_value=0 6.53267e-05 -6.08996e-05 internal_weight=0 44.4966 53.6183 internal_count=2454 453 2001 is_linear=0 shrinkage=0.000400217 Tree=5737 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=2.41944 4.36052 3.27898 threshold=0.30163500000000004 0.080455000000000013 0.12118000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2684451120450463e-05 0.00022393759663200203 -0.00049716224551008784 -0.00028374956329477923 leaf_weight=77.229484568822954 12.624785696214529 2.9832639584965355 2.326393609866499 leaf_count=2115 246 111 20 internal_value=0 -3.1371e-05 0.00014342 internal_weight=0 80.2127 14.9512 internal_count=2492 2226 266 is_linear=0 shrinkage=0.000400217 Tree=5738 num_leaves=4 num_cat=0 split_feature=14 42 14 split_gain=2.70938 2.55138 0.0873923 threshold=0.076175000000000007 -1.0000000180025095e-35 0.08840000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014344515886076419 -0.0002732005884770816 5.1899419625149955e-05 -0.00050182220551088649 leaf_weight=12.248941653913787 1.0701217481400811 80.152889681688976 1.1569092304234798 leaf_count=667 46 1716 36 internal_value=0 2.58619e-05 -0.000410303 internal_weight=0 92.4018 2.22703 internal_count=2465 2383 82 is_linear=0 shrinkage=0.000400217 Tree=5739 num_leaves=4 num_cat=0 split_feature=160 150 15 split_gain=2.406 2.19504 0.0925276 threshold=-0.40446999999999994 -0.22665999999999997 -0.099774999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015429049963839952 0.00034455002336043636 6.1178324462770521e-07 -0.00044399358856881879 leaf_weight=0.3699093307659499 2.9621066004037848 89.676755400694674 1.7940774509625033 leaf_count=16 19 2274 169 internal_value=0 1.20118e-05 -0.000404499 internal_weight=0 92.6389 2.16399 internal_count=2478 2293 185 is_linear=0 shrinkage=0.000400217 Tree=5740 num_leaves=3 num_cat=0 split_feature=16 41 split_gain=2.82334 2.36284 threshold=-0.54225499999999982 0.078475000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031745896728086436 5.4694991766776012e-06 -0.00029323279242759125 leaf_weight=4.3352640105877063 86.990215941223141 4.3470909091120111 leaf_count=64 2298 90 internal_value=0 -9.0885e-06 internal_weight=0 91.3373 internal_count=2452 2388 is_linear=0 shrinkage=0.000400217 Tree=5741 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=3.60081 3.95346 1.77473 threshold=0.080930000000000016 0.10384000000000002 0.086105000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9232572508616241e-05 -3.7377557365859221e-05 9.3604167063852492e-05 0.00026285769550359392 leaf_weight=48.872317160432431 4.1986676234810174 30.778181767949718 12.255226276116444 leaf_count=1805 81 482 127 internal_value=0 -1.85494e-05 0.00018651 internal_weight=0 79.6505 16.4539 internal_count=2495 2287 208 is_linear=0 shrinkage=0.000400217 Tree=5742 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=2.8315 2.60138 threshold=0.51087000000000005 0.10637000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027548845791629055 0.020317439318655966 -0.024343448675626139 leaf_weight=90.559805648819747 2.7749810313835033 1.7121364707709279 leaf_count=2328 112 20 internal_value=0 -0.000210274 internal_weight=0 92.2719 internal_count=2460 2348 is_linear=0 shrinkage=0.0204111 Tree=5743 num_leaves=4 num_cat=0 split_feature=13 15 43 split_gain=4.11404 3.87516 1.9475 threshold=0.078685000000000019 0.048235000000000007 0.081630000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8339079544406783e-05 0.0058056528115565291 -0.014533885816172581 0.023104257720808603 leaf_weight=65.806872741661209 13.317839877548979 8.655659076801383 3.3370096745638866 leaf_count=1363 252 832 22 internal_value=0 -0.00178682 0.00940279 internal_weight=0 74.4625 16.6548 internal_count=2469 2195 274 is_linear=0 shrinkage=0.0204111 Tree=5744 num_leaves=4 num_cat=0 split_feature=12 43 474 split_gain=2.79609 4.74008 4.58911 threshold=0.084045000000000022 -0.26987499999999992 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012155021656101511 0.012991888009759985 -0.0094294419450725534 0.016657385040257829 leaf_weight=46.682787342993834 4.4377069763722821 29.145982849488064 6.7514383115340015 leaf_count=705 77 1589 98 internal_value=0 -0.00643339 0.00107285 internal_weight=0 33.5837 53.4342 internal_count=2469 1666 803 is_linear=0 shrinkage=0.0204111 Tree=5745 num_leaves=4 num_cat=0 split_feature=1 14 52 split_gain=2.65487 4.41302 1.41019 threshold=0.13662500000000002 0.076175000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071002228919225579 -1.6455587543868285e-05 -0.032677287723813737 0.021346658703256364 leaf_weight=84.602352949463238 2.0700072052422911 1.7263993442429626 3.2917995100724502 leaf_count=2285 47 77 89 internal_value=0 -0.0013908 0.0132675 internal_weight=0 86.3288 5.36181 internal_count=2498 2362 136 is_linear=0 shrinkage=0.0204111 Tree=5746 num_leaves=4 num_cat=0 split_feature=12 484 1 split_gain=2.30285 2.23052 1.97644 threshold=0.11610500000000001 -0.0068949999999999992 0.12500000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01001485229323614 -0.024644576698131096 0.0024253439353588168 0.0053977135040377397 leaf_weight=6.3547188380689468 2.5181917696354499 84.255086020308227 1.3438456346630117 leaf_count=365 92 1966 29 internal_value=0 0.00154159 -0.0143334 internal_weight=0 90.6098 3.86204 internal_count=2452 2331 121 is_linear=0 shrinkage=0.0204111 Tree=5747 num_leaves=4 num_cat=0 split_feature=160 15 2 split_gain=3.64094 4.01572 3.34695 threshold=-0.091944999999999985 0.097210000000000019 0.10904500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021636916955312582 0.0025969515019420809 -0.017247912344371889 0.010411869459867565 leaf_weight=5.2746450403428744 79.733356261480367 4.3756525661447077 1.7389404377172466 leaf_count=311 1910 190 59 internal_value=0 0.00154299 -0.013652 internal_weight=0 84.109 7.01359 internal_count=2470 2100 370 is_linear=0 shrinkage=0.0204111 Tree=5748 num_leaves=4 num_cat=0 split_feature=1456 41 160 split_gain=2.36909 2.43505 0.486677 threshold=1.0000000180025095e-35 0.079885000000000025 -0.089549999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3103201586162845e-05 2.3773008833025475e-05 -0.00022272189014780724 -0.00040876171900031453 leaf_weight=88.335224351918441 0.4916162237277607 5.3323917682137099 2.2471090395338242 leaf_count=2140 59 103 146 internal_value=0 3.71536e-05 -0.000333235 internal_weight=0 93.6676 2.73873 internal_count=2448 2243 205 is_linear=0 shrinkage=0.000400217 Tree=5749 num_leaves=4 num_cat=0 split_feature=4 42 0 split_gain=2.65951 5.97041 3.76282 threshold=-0.080924999999999983 0.091650000000000023 -0.10674499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083180312043759658 0.00086643255431395898 -0.027318471282207889 -0.0089945671659495841 leaf_weight=20.088505784453449 38.370536116577568 2.0594923085518522 27.668878634282009 leaf_count=610 392 82 1387 internal_value=0 0.00488353 -0.00327331 internal_weight=0 22.148 66.0394 internal_count=2471 692 1779 is_linear=0 shrinkage=0.0204111 Tree=5750 num_leaves=4 num_cat=0 split_feature=2 48 1429 split_gain=3.96028 4.27845 4.14325 threshold=0.097940000000000013 0.12879500000000002 0.084690000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012603369389518846 0.00013722303885903173 -0.00024114500200831068 0.00022591053460232794 leaf_weight=45.31966627325528 33.805161596679682 5.468950840222532 5.9704488969000513 leaf_count=1607 701 61 101 internal_value=0 8.39992e-05 -8.46626e-05 internal_weight=0 39.2741 51.2901 internal_count=2470 762 1708 is_linear=0 shrinkage=0.000400217 Tree=5751 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=3.37432 3.34383 threshold=0.12879500000000002 0.10114000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.2038326696268304e-05 -0.00031135172677485695 0.00012049584347507019 leaf_weight=58.938689918424643 5.3093034595949566 30.764749582158402 leaf_count=1855 65 542 internal_value=0 1.37852e-05 internal_weight=0 89.7034 internal_count=2462 2397 is_linear=0 shrinkage=0.000400217 Tree=5752 num_leaves=4 num_cat=0 split_feature=48 4 160 split_gain=2.20875 3.93574 3.09957 threshold=0.093265000000000015 0.034835000000000012 0.10210000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.4412022794467461e-05 0.00025132880344555557 -0.00010317191429013302 -0.00035673843906783406 leaf_weight=69.691363909467327 11.811095169530747 8.5754005205526465 4.6952565075916928 leaf_count=2054 196 95 160 internal_value=0 0.000102462 -4.5893e-05 internal_weight=0 20.3865 74.3866 internal_count=2505 291 2214 is_linear=0 shrinkage=0.000400217 Tree=5753 num_leaves=4 num_cat=0 split_feature=16 0 13 split_gain=2.98097 3.69708 3.0711 threshold=0.25694000000000006 0.17126500000000003 -0.49274999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003534189992772266 -0.00034722074520074662 0.00030812719509079947 4.6496710183155819e-06 leaf_weight=4.142329695299849 7.0588108815281867 1.6147277895361183 81.872504284281604 leaf_count=60 308 5 2107 internal_value=0 -0.000222844 2.18834e-05 internal_weight=0 8.67354 86.0148 internal_count=2480 313 2167 is_linear=0 shrinkage=0.000400217 Tree=5754 num_leaves=4 num_cat=0 split_feature=1 0 457 split_gain=3.12188 7.71499 3.82474 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.0046349999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032340496925760355 -0.00019228037127451549 9.6193554200379617e-05 0.0001074840223559246 leaf_weight=12.228293674059389 7.5980630075209765 16.188639427578892 59.29185808832699 leaf_count=1128 90 139 1098 internal_value=0 -8.49275e-05 7.31692e-05 internal_weight=0 28.4169 66.8899 internal_count=2455 1267 1188 is_linear=0 shrinkage=0.000400217 Tree=5755 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=2.4467 5.22166 2.92279 threshold=-0.12077499999999998 0.088975000000000012 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020460043291842362 -0.00019773389189835247 3.0358631663924342e-05 -9.6239773390354306e-05 leaf_weight=15.307052796124482 23.994513801386347 48.186733260634355 7.7022469172843548 leaf_count=129 1374 793 142 internal_value=0 -4.56528e-05 0.000103917 internal_weight=0 72.1812 23.0093 internal_count=2438 2167 271 is_linear=0 shrinkage=0.000400217 Tree=5756 num_leaves=3 num_cat=0 split_feature=42 156 split_gain=2.26335 2.32139 threshold=-0.40186499999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027137593815167567 -0.020700298345670408 0.0015404340759755815 leaf_weight=1.0865917783230532 1.8844775853758609 95.054168693084648 leaf_count=7 135 2371 internal_value=0 0.00108469 internal_weight=0 96.9386 internal_count=2513 2506 is_linear=0 shrinkage=0.0204111 Tree=5757 num_leaves=4 num_cat=0 split_feature=1447 1429 2 split_gain=2.72868 3.02496 0.524625 threshold=-1.0000000180025095e-35 0.084545000000000009 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046265445993475478 -2.9147464215247247e-05 0.00023160633158405378 -8.8039437851104523e-05 leaf_weight=2.4327400515940094 78.54645909789906 7.7240804072935125 0.86304645809286729 leaf_count=208 2030 152 21 internal_value=0 -5.53139e-06 -0.000370672 internal_weight=0 86.2705 3.29579 internal_count=2411 2182 229 is_linear=0 shrinkage=0.000400217 Tree=5758 num_leaves=3 num_cat=0 split_feature=457 1373 split_gain=2.68725 2.798 threshold=0.41022000000000008 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011645744277971424 -0.020554836689472569 -0.025293446657223911 leaf_weight=88.397481807918666 2.4442664249800137 1.5852293787174847 leaf_count=2410 22 22 internal_value=0 0.000667607 internal_weight=0 89.9827 internal_count=2454 2432 is_linear=0 shrinkage=0.0204111 Tree=5759 num_leaves=3 num_cat=0 split_feature=148 447 split_gain=2.38441 2.65288 threshold=-0.084449999999999983 0.088380000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017151329515260973 0.00021170259996850635 0.02018970868303201 leaf_weight=3.0683114384300998 91.194124158886552 2.7439848525682455 leaf_count=59 2379 50 internal_value=0 0.000818613 internal_weight=0 93.9381 internal_count=2488 2429 is_linear=0 shrinkage=0.0204111 Tree=5760 num_leaves=4 num_cat=0 split_feature=1375 1 42 split_gain=2.51393 2.99338 2.74125 threshold=-1.0000000180025095e-35 0.098370000000000027 -0.0044549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051439535582583718 -0.0001535822672220372 2.7392847596413599e-05 5.1623453571591727e-05 leaf_weight=3.0389344707655246 11.969616963160659 3.3693203246220946 76.10734018679068 leaf_count=82 645 30 1666 internal_value=0 -0.000233956 2.35765e-05 internal_weight=0 6.40825 88.077 internal_count=2423 112 2311 is_linear=0 shrinkage=0.000400217 Tree=5761 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=4.11275 5.41872 2.56113 threshold=0.077845000000000011 0.084050000000000014 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0462438234132e-06 0.0001080944163360556 -0.00041884400763552674 -8.223619658986238e-05 leaf_weight=18.352621001780793 51.167850124344113 7.0362250455582389 14.44389970222255 leaf_count=633 961 635 201 internal_value=0 -0.000123233 6.61259e-05 internal_weight=0 25.3888 65.6117 internal_count=2430 1268 1162 is_linear=0 shrinkage=0.000400217 Tree=5762 num_leaves=4 num_cat=0 split_feature=376 151 2 split_gain=2.42673 3.27685 1.50808 threshold=0.048375000000000008 -0.28286499999999998 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048817267530108907 1.6483649727876499e-05 -5.762152584275082e-06 0.00039700687925723022 leaf_weight=2.2044922812783616 2.9897172861965364 85.629156496885116 3.6911963539896533 leaf_count=48 66 2289 66 internal_value=0 -1.8476e-05 0.000229801 internal_weight=0 87.8336 6.68091 internal_count=2469 2337 132 is_linear=0 shrinkage=0.000400217 Tree=5763 num_leaves=4 num_cat=0 split_feature=13 13 11 split_gain=2.44803 4.83307 2.15235 threshold=-0.09194999999999999 -0.062574999999999978 0.078340000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017256162868368728 -0.00025849817733087987 1.342720374591428e-05 -0.00019724999412268351 leaf_weight=18.053393600654093 12.528913689697218 60.885735536510765 2.8313135878415769 leaf_count=301 851 1266 47 internal_value=0 -3.33024e-05 0.000121642 internal_weight=0 73.4146 20.8847 internal_count=2465 2117 348 is_linear=0 shrinkage=0.000400217 Tree=5764 num_leaves=4 num_cat=0 split_feature=484 155 40 split_gain=2.75296 2.45967 2.15011 threshold=-0.0068949999999999992 0.083440000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022275882751455255 6.2755095317007547e-05 -0.00032655536328256296 -0.00032160107338826034 leaf_weight=1.3816002616658805 86.189102045551408 2.5702262705090098 5.4773825287193167 leaf_count=15 1929 157 386 internal_value=0 5.10845e-05 -0.000210134 internal_weight=0 88.7593 6.85898 internal_count=2487 2086 401 is_linear=0 shrinkage=0.000400217 Tree=5765 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=4.71768 3.22934 2.36714 threshold=0.084050000000000014 0.059235000000000003 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00091831176787255525 -0.022537049744323016 0.021622540328024284 0.0014279497803152416 leaf_weight=78.520484818152909 5.2126956020219941 3.1579168778844169 2.5156226088292897 leaf_count=1553 812 71 28 internal_value=0 0.0017473 -0.0148273 internal_weight=0 81.6784 7.72832 internal_count=2464 1624 840 is_linear=0 shrinkage=0.0204111 Tree=5766 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=3.38904 3.40812 threshold=-0.51412499999999983 0.079805000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017076981852852318 -0.0083176879499457668 0.00057953318626760748 leaf_weight=3.9665207746438673 24.972694145275455 62.898522566963948 leaf_count=38 1276 1142 internal_value=0 -0.00195639 internal_weight=0 87.8712 internal_count=2456 2418 is_linear=0 shrinkage=0.0204111 Tree=5767 num_leaves=4 num_cat=0 split_feature=1375 1456 16 split_gain=3.23786 2.74592 1.31588 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.092444999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041742517024868393 3.9172301078096045e-05 -0.00036456483914188901 -4.9502579240551176e-05 leaf_weight=3.6988928625360131 86.058101757476834 2.6740215870086095 2.6895538061799007 leaf_count=36 2182 222 72 internal_value=0 2.65612e-05 -0.000266049 internal_weight=0 88.7321 6.38845 internal_count=2512 2404 108 is_linear=0 shrinkage=0.000400217 Tree=5768 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=3.25153 6.74521 4.08719 threshold=-0.084024999999999975 -0.084734999999999991 -0.037429999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039809097678720077 -0.015377102991571067 0.047277682881754726 4.1898514847641378e-05 leaf_weight=26.433067645870327 8.0283059942303208 1.4795926737351681 59.602304991465644 leaf_count=688 601 41 1143 internal_value=0 0.0064557 -0.00181085 internal_weight=0 27.9127 67.6306 internal_count=2473 729 1744 is_linear=0 shrinkage=0.0204111 Tree=5769 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.5168 2.82576 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039748615629620732 0.00073989160524349866 1.3165101147210304e-05 leaf_weight=2.2602072543159002 0.75336105655878682 89.970979719160823 leaf_count=224 2 2235 internal_value=0 2.01043e-05 internal_weight=0 90.7243 internal_count=2461 2237 is_linear=0 shrinkage=0.000400217 Tree=5770 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=3.24256 4.40744 2.32301 threshold=-0.12077499999999998 0.094405000000000003 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002181334175699874 -0.00015590504642212875 4.5551122860397282e-05 -6.2549753549509101e-05 leaf_weight=14.250048075569795 33.69878235953729 35.746432541403919 6.9750674764691203 leaf_count=145 1606 609 124 internal_value=0 -5.23005e-05 0.00012605 internal_weight=0 69.4452 21.2251 internal_count=2484 2215 269 is_linear=0 shrinkage=0.000400217 Tree=5771 num_leaves=3 num_cat=0 split_feature=376 43 split_gain=2.73618 2.69688 threshold=0.088470000000000007 0.21983500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.550189379378774e-05 0.00032652686665258856 -0.00047939570592818611 leaf_weight=85.370998097794654 3.5536379787954493 1.9439998382076726 leaf_count=2274 54 159 internal_value=0 -2.64309e-05 internal_weight=0 87.315 internal_count=2487 2433 is_linear=0 shrinkage=0.000400217 Tree=5772 num_leaves=4 num_cat=0 split_feature=0 2 15 split_gain=4.0029 4.3654 3.93384 threshold=-0.10674499999999999 0.11721500000000001 -0.015319999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.0259624796748767e-06 -0.00012586972081354166 0.00017636097186768575 0.00027228065630109199 leaf_weight=28.539957178538316 44.202742609002598 9.151050332176963 13.087877666053826 leaf_count=314 1799 239 120 internal_value=0 -7.37714e-05 9.16157e-05 internal_weight=0 53.3538 41.6278 internal_count=2472 2038 434 is_linear=0 shrinkage=0.000400217 Tree=5773 num_leaves=4 num_cat=0 split_feature=43 11 34 split_gain=3.38872 4.29734 3.2517 threshold=-0.074459999999999985 0.081005000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013305305141817953 -0.00054102988357081672 -0.00038690282585520297 -4.4555147575808307e-05 leaf_weight=32.921097117716272 2.0853518575022454 2.6508660072722696 56.245214938735444 leaf_count=950 29 41 1452 internal_value=0 9.32129e-05 -6.33069e-05 internal_weight=0 35.572 58.3306 internal_count=2472 991 1481 is_linear=0 shrinkage=0.000400217 Tree=5774 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=2.62678 2.8702 threshold=-0.40446999999999994 0.077655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022449313675211212 -0.0024217065546931339 0.0061661761905900305 leaf_weight=2.1952329253726921 68.440242192122241 21.124272296379786 leaf_count=194 1616 659 internal_value=0 -0.000391038 internal_weight=0 89.5645 internal_count=2469 2275 is_linear=0 shrinkage=0.0204111 Tree=5775 num_leaves=3 num_cat=0 split_feature=146 2 split_gain=2.38185 2.42605 threshold=0.086030000000000009 0.12203000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00084182297717331676 -0.024958091953490871 0.0091938819094556992 leaf_weight=80.657592495699646 1.4567871190374706 11.347476786686455 leaf_count=2200 19 260 internal_value=0 0.000405605 internal_weight=0 92.0051 internal_count=2479 2460 is_linear=0 shrinkage=0.0204111 Tree=5776 num_leaves=4 num_cat=0 split_feature=0 47 4 split_gain=2.19694 4.90788 3.24026 threshold=-0.10674499999999999 0.077555000000000013 0.50597000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016075065671714773 -5.7786646643459555e-05 -0.00016531285520735069 0.00035464860093018983 leaf_weight=33.225546495850722 50.51436060179185 9.4030154582578671 3.1356440607632967 leaf_count=365 1920 95 97 internal_value=0 8.85829e-05 -3.29929e-05 internal_weight=0 42.6286 53.65 internal_count=2477 460 2017 is_linear=0 shrinkage=0.000400217 Tree=5777 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=4.05714 2.55955 threshold=-0.43429999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.033104472352687112 -0.008761542463287678 0.0016044781067563827 leaf_weight=1.4285946756717738 11.239595819341046 78.784956592015078 leaf_count=12 678 1769 internal_value=0 0.000301001 internal_weight=0 90.0246 internal_count=2459 2447 is_linear=0 shrinkage=0.0204111 Tree=5778 num_leaves=4 num_cat=0 split_feature=43 51 15 split_gain=3.29274 3.33019 0.0879934 threshold=0.2506000000000001 -0.10998999999999999 -0.13924999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025893214852784976 -0.00020902743309891611 5.2227551260152408e-05 -0.00052082472320753262 leaf_weight=5.7562090042483751 0.39384530192546652 90.31224055110215 1.5928945007035498 leaf_count=218 22 2129 130 internal_value=0 3.33038e-05 -0.000473464 internal_weight=0 96.0684 1.98674 internal_count=2499 2347 152 is_linear=0 shrinkage=0.000400217 Tree=5779 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=2.83954 3.81718 0.0933091 threshold=0.17439000000000002 0.095890000000000017 -0.14803999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031052354970038686 -0.010357727620764999 0.015608420472807898 -0.026206943885862484 leaf_weight=79.361961277321825 0.38911175302928347 4.7057809728721613 1.9824171545333218 leaf_count=2182 20 70 145 internal_value=0 -0.00203835 -0.0241907 internal_weight=0 84.0677 2.37153 internal_count=2417 2252 165 is_linear=0 shrinkage=0.0204111 Tree=5780 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=3.05772 5.63707 4.20248 threshold=0.077845000000000011 0.10812000000000001 0.081025000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021258983151960161 0.00011256498336115557 0.00025594940808105034 -9.8071167450673068e-05 leaf_weight=22.200443416048078 40.187526248926588 4.9427219070494166 24.227086991624674 leaf_count=1295 857 15 287 internal_value=0 -0.000126569 3.33096e-05 internal_weight=0 27.1432 64.4146 internal_count=2454 1310 1144 is_linear=0 shrinkage=0.000400217 Tree=5781 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=3.46084 4.01911 2.32949 threshold=-0.12077499999999998 0.13840500000000003 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020685508688242835 -8.4474453408577154e-05 0.00029346436539829973 -8.7668659472100953e-05 leaf_weight=15.324001368833708 66.09397531574723 4.7272747251845422 5.8898061863292233 leaf_count=136 2094 111 129 internal_value=0 -5.88239e-05 0.000125052 internal_weight=0 70.8213 21.2138 internal_count=2470 2205 265 is_linear=0 shrinkage=0.000400217 Tree=5782 num_leaves=4 num_cat=0 split_feature=151 4 156 split_gain=2.18618 6.24536 2.35801 threshold=0.056735000000000001 0.0047050000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020617663444679402 -0.02872655001466717 0.0074296182652668144 0.0024433895700314004 leaf_weight=1.7788502743496781 3.5794489568797863 4.2415945864049718 81.504393729272124 leaf_count=130 64 47 2207 internal_value=0 -0.00928983 0.00192381 internal_weight=0 7.82104 83.2832 internal_count=2448 111 2337 is_linear=0 shrinkage=0.0204111 Tree=5783 num_leaves=3 num_cat=0 split_feature=8 2 split_gain=3.34446 3.54111 threshold=1.0000000180025095e-35 0.097940000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0045671048864045945 0.019024309118330741 0.0036596890758343391 leaf_weight=48.31392353614865 3.5572348961140952 39.533279325416515 leaf_count=1667 49 745 internal_value=0 -0.000864911 internal_weight=0 87.8472 internal_count=2461 2412 is_linear=0 shrinkage=0.0204111 Tree=5784 num_leaves=3 num_cat=0 split_feature=48 4 split_gain=3.34042 3.95514 threshold=0.12933000000000003 0.28064000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.512628178736756e-06 -0.00031678953867614654 0.00022448908736417655 leaf_weight=75.524860756209819 4.6429743892331308 13.687954063076175 leaf_count=2153 64 253 internal_value=0 2.74735e-05 internal_weight=0 89.2128 internal_count=2470 2406 is_linear=0 shrinkage=0.000400217 Tree=5785 num_leaves=4 num_cat=0 split_feature=159 159 2 split_gain=2.97608 2.80143 1.71633 threshold=-0.032739999999999991 -0.027939999999999996 0.14363500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019319947871202808 0.029019143068708619 0.00096420586383156725 0.0089210632761398435 leaf_weight=4.4548045358205846 1.3980483691557299 83.232654065472161 1.0449565695598719 leaf_count=304 5 2142 18 internal_value=0 0.00146539 -0.0138832 internal_weight=0 84.6307 5.49976 internal_count=2469 2147 322 is_linear=0 shrinkage=0.0204111 Tree=5786 num_leaves=3 num_cat=0 split_feature=147 1456 split_gain=2.38593 2.43788 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050868488508033229 3.014521611843865e-05 -0.00036473434348451537 leaf_weight=1.2817390449345101 88.236371199054702 2.4655896271506199 leaf_count=19 2238 202 internal_value=0 1.89746e-05 internal_weight=0 90.702 internal_count=2459 2440 is_linear=0 shrinkage=0.000400217 Tree=5787 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=3.36722 5.6056 3.66219 threshold=-0.10674499999999999 -0.074494999999999992 0.083195000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017066313666027566 -0.01194434206571794 0.0024737763439820044 0.0023364183712604966 leaf_weight=8.9892164075281453 16.540821404018061 34.437549594455049 31.139540328200383 leaf_count=65 1288 734 363 internal_value=0 -0.00222036 0.00567436 internal_weight=0 50.9784 40.1288 internal_count=2450 2022 428 is_linear=0 shrinkage=0.0204111 Tree=5788 num_leaves=3 num_cat=0 split_feature=52 457 split_gain=2.79313 2.43754 threshold=-0.40306999999999998 -0.15747999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020728943958927958 0.017760102207441432 -0.00072686098075117696 leaf_weight=2.7024945368029867 2.9698551022447637 82.779031127607595 leaf_count=244 26 2155 internal_value=0 -6.42521e-05 internal_weight=0 85.7489 internal_count=2425 2181 is_linear=0 shrinkage=0.0204111 Tree=5789 num_leaves=4 num_cat=0 split_feature=4 42 151 split_gain=2.3189 6.88145 2.74436 threshold=0.079790000000000014 0.087005000000000013 -0.086029999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00071700440333980181 -0.012112203120856554 -0.018100949844101797 0.0074853027021255479 leaf_weight=54.077573347922225 3.3020446876762461 9.4078892089273705 23.599723271865514 leaf_count=1287 43 705 411 internal_value=0 -0.00209858 0.00503958 internal_weight=0 63.4855 26.9018 internal_count=2446 1992 454 is_linear=0 shrinkage=0.0204111 Tree=5790 num_leaves=4 num_cat=0 split_feature=16 13 124 split_gain=3.83365 3.05301 1.68923 threshold=0.26746000000000009 -0.16901999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011969620825873269 0.0087710395898778718 -0.00042903454521452025 -0.017677644417497591 leaf_weight=9.1886625389015517 1.1089437228074528 74.890994897974451 6.7465340032358645 leaf_count=141 14 2063 276 internal_value=0 0.000940072 -0.0138731 internal_weight=0 84.0797 7.85548 internal_count=2494 2204 290 is_linear=0 shrinkage=0.0204111 Tree=5791 num_leaves=3 num_cat=0 split_feature=16 0 split_gain=2.98527 3.57363 threshold=-0.54225499999999982 -0.075379999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015642930385552464 -0.0052351068567534588 0.0031245373005484895 leaf_weight=4.2475960678420952 49.768427006692946 37.088699173829809 leaf_count=69 1634 756 internal_value=0 -0.00166604 internal_weight=0 86.8571 internal_count=2459 2390 is_linear=0 shrinkage=0.0204111 Tree=5792 num_leaves=3 num_cat=0 split_feature=376 2 split_gain=3.02973 2.58677 threshold=0.088055000000000008 0.16826500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.6888361264680986e-05 0.00035637436078824716 0.00040732243849581475 leaf_weight=88.01850977495269 3.5273024304478886 2.1419979974307344 leaf_count=2391 56 58 internal_value=0 -1.60801e-05 internal_weight=0 90.1605 internal_count=2505 2449 is_linear=0 shrinkage=0.000400217 Tree=5793 num_leaves=4 num_cat=0 split_feature=14 3 147 split_gain=3.14501 2.94336 0.176714 threshold=0.062655000000000016 -0.10115999999999999 0.085765000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013738293660228872 -0.00028824592245867917 -2.5310572322787412e-05 -0.00059370208314555282 leaf_weight=24.276046387327369 0.94511811271513524 65.956362459284719 1.0736365033080799 leaf_count=280 69 2107 12 internal_value=0 1.85764e-05 -0.000473359 internal_weight=0 90.2324 2.01875 internal_count=2468 2387 81 is_linear=0 shrinkage=0.000400217 Tree=5794 num_leaves=4 num_cat=0 split_feature=3 11 9 split_gain=3.16821 4.07771 3.20466 threshold=-0.12077499999999998 0.081365000000000007 -0.036024999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022861476525857708 0.00043235546406128928 -0.00015914441860564814 -8.6023806514459641e-05 leaf_weight=13.896941643848551 1.8562806735571928 6.2027862694667411 67.191784246122552 leaf_count=136 68 129 2114 internal_value=0 0.000108733 -7.14103e-05 internal_weight=0 20.0997 69.0481 internal_count=2447 265 2182 is_linear=0 shrinkage=0.000400217 Tree=5795 num_leaves=4 num_cat=0 split_feature=16 16 51 split_gain=3.96208 4.65087 3.84556 threshold=-0.066784999999999983 -0.040804999999999994 0.099555000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0184805916013185e-05 -0.00057251089479759586 -4.3798301620839758e-05 0.00036586352844679123 leaf_weight=37.398297457606532 2.7233196795059476 44.879846024789003 6.7712579705512317 leaf_count=1101 125 1138 124 internal_value=0 -7.53178e-05 9.09107e-05 internal_weight=0 47.6032 44.1696 internal_count=2488 1263 1225 is_linear=0 shrinkage=0.000400217 Tree=5796 num_leaves=4 num_cat=0 split_feature=3 16 11 split_gain=2.57978 4.01304 3.78117 threshold=-0.10115999999999999 0.049545000000000006 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019051731371733633 5.6646987022452752e-06 -0.00023876125241641125 -0.00014870340438595769 leaf_weight=19.746748892634063 50.026606249597535 13.593172898712508 7.0675074382234007 leaf_count=215 1669 425 136 internal_value=0 -4.68877e-05 0.000100861 internal_weight=0 63.6198 26.8143 internal_count=2445 2094 351 is_linear=0 shrinkage=0.000400217 Tree=5797 num_leaves=3 num_cat=0 split_feature=130 3 split_gain=2.07173 2.63113 threshold=-0.23984999999999998 -0.10115999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031093002232459515 0.0070385760984496663 -0.00056591430945715092 leaf_weight=0.70322004659101267 26.348874452494783 66.778336381776171 leaf_count=15 346 2108 internal_value=0 0.00159152 internal_weight=0 93.1272 internal_count=2469 2454 is_linear=0 shrinkage=0.0204111 Tree=5798 num_leaves=4 num_cat=0 split_feature=403 456 15 split_gain=2.25124 2.19963 0.317353 threshold=-0.092224999999999988 0.084065000000000015 -0.14719999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.9008730692742328e-05 3.6665055516689236e-05 -0.0002575158474113087 -0.0004006310593372714 leaf_weight=0.20700326614314724 85.677340357156936 4.1626940270507466 2.2353703005210255 leaf_count=14 2001 160 291 internal_value=0 2.27308e-05 -0.000358298 internal_weight=0 89.84 2.44237 internal_count=2466 2161 305 is_linear=0 shrinkage=0.000400217 Tree=5799 num_leaves=3 num_cat=0 split_feature=376 2 split_gain=2.42372 2.41234 threshold=0.088470000000000007 0.16826500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.323447543688863e-05 0.00035498667585216525 0.00041553877114439071 leaf_weight=90.748350744244817 3.0137165980704586 2.0395315940986611 leaf_count=2331 44 53 internal_value=0 -3.32032e-06 internal_weight=0 92.7879 internal_count=2428 2384 is_linear=0 shrinkage=0.000400217 Tree=5800 num_leaves=3 num_cat=0 split_feature=31 33 split_gain=2.17301 2.38844 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02196193067664734 -0.020882096078260935 0.00034805884973600578 leaf_weight=1.7738528748159286 2.1509860269725314 90.325929920865747 leaf_count=63 24 2370 internal_value=0 -0.000170404 internal_weight=0 92.4769 internal_count=2457 2394 is_linear=0 shrinkage=0.0204111 Tree=5801 num_leaves=3 num_cat=0 split_feature=3 45 split_gain=2.81078 2.41043 threshold=0.30863500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041859447753748124 0.00039577509630668611 -2.4139902214985112e-05 leaf_weight=1.902836397057398 2.647650823215371 88.112004286442243 leaf_count=13 99 2351 internal_value=0 -1.42725e-05 internal_weight=0 90.0148 internal_count=2463 2364 is_linear=0 shrinkage=0.000400217 Tree=5802 num_leaves=3 num_cat=0 split_feature=46 0 split_gain=2.42047 2.16711 threshold=0.081930000000000017 -0.2661949999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.023248776362296088 -0.018394730881640606 0.001137286111335291 leaf_weight=1.7740578483790148 2.4836690810043356 89.612012917001266 leaf_count=15 42 2397 internal_value=0 0.00159446 internal_weight=0 91.3861 internal_count=2454 2412 is_linear=0 shrinkage=0.0204111 Tree=5803 num_leaves=4 num_cat=0 split_feature=3 133 15 split_gain=2.78024 2.971 1.61802 threshold=0.18307500000000002 0.099280000000000021 -0.088214999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031729699202898213 -0.0010534069987724597 -0.017327396906524781 0.024425260698937939 leaf_weight=80.808308415651481 1.5641622019757049 4.0692121820429739 2.9254776898887931 leaf_count=2011 62 364 46 internal_value=0 -0.000550341 0.015739 internal_weight=0 84.8775 4.48964 internal_count=2483 2375 108 is_linear=0 shrinkage=0.0204111 Tree=5804 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.32527 2.57604 threshold=-0.27336999999999995 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034191515178484216 4.5472727595429986e-06 0.00019067817655386366 leaf_weight=2.6263679315379695 80.073825437448249 13.880064874829257 leaf_count=63 2134 259 internal_value=0 3.22391e-05 internal_weight=0 93.9539 internal_count=2456 2393 is_linear=0 shrinkage=0.000400217 Tree=5805 num_leaves=4 num_cat=0 split_feature=14 160 147 split_gain=2.48596 2.32303 0.467008 threshold=0.076175000000000007 -0.25833999999999996 0.085765000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022111478379387189 -0.0096066087206563532 0.00123025530733485 -0.03039913139960617 leaf_weight=1.7021711761353788 0.97159573256430976 85.356067084088863 1.0629333942197261 leaf_count=182 67 2181 12 internal_value=0 0.00074606 -0.0214887 internal_weight=0 87.0582 2.03453 internal_count=2442 2363 79 is_linear=0 shrinkage=0.0204111 Tree=5806 num_leaves=4 num_cat=0 split_feature=157 42 1 split_gain=3.39434 2.82007 1.16569 threshold=-0.084489999999999996 0.11551500000000002 0.10892500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045381421797467225 3.7755552185453775e-05 -0.00036934656618933164 1.3384198027631534e-05 leaf_weight=3.189493662404856 87.228717853929993 2.7017639728001077 1.1460651285015044 leaf_count=167 2101 164 26 internal_value=0 2.5081e-05 -0.000333087 internal_weight=0 89.9305 4.33556 internal_count=2458 2265 193 is_linear=0 shrinkage=0.000400217 Tree=5807 num_leaves=3 num_cat=0 split_feature=31 50 split_gain=2.34625 2.25379 threshold=-1.0000000180025095e-35 0.07826000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021814362074352219 0.00035585246018370238 -0.010487733873750035 leaf_weight=1.8597964690416109 82.830331684941484 8.7247729612681706 leaf_count=77 1911 482 internal_value=0 -0.000689039 internal_weight=0 91.5551 internal_count=2470 2393 is_linear=0 shrinkage=0.0204111 Tree=5808 num_leaves=4 num_cat=0 split_feature=160 42 15 split_gain=2.60723 2.34966 0.145721 threshold=-0.40446999999999994 -0.40186499999999997 -0.10753999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.004903738452833325 -0.026556530159659378 0.0021746111825784566 -0.022325882187071985 leaf_weight=0.30439678754191879 1.0903526934271202 88.883014755261684 1.8758081384949026 leaf_count=12 9 2248 182 internal_value=0 0.00179385 -0.0202518 internal_weight=0 89.9734 2.1802 internal_count=2451 2257 194 is_linear=0 shrinkage=0.0204111 Tree=5809 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=2.71566 6.17719 2.64241 threshold=1.0000000180025095e-35 -0.10092 -0.55433999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0053817312068303851 -0.030832473111399861 -0.014138310511155593 0.0030606385970152962 leaf_weight=12.488563717866784 0.8613560349913304 14.480026519389865 64.857789942037925 leaf_count=70 21 1230 1180 internal_value=0 -0.00511413 0.00256473 internal_weight=0 26.9686 65.7191 internal_count=2501 1300 1201 is_linear=0 shrinkage=0.0204111 Tree=5810 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=3.20996 3.43015 2.57102 threshold=0.097940000000000013 -0.23058999999999999 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026024948492370139 3.7775537306075883e-05 -9.5991385260000168e-05 0.00030306965341031559 leaf_weight=4.6479355789488173 31.030539066858182 48.191493389989773 7.1114917750819577 leaf_count=31 626 1681 130 internal_value=0 -6.41712e-05 8.79813e-05 internal_weight=0 52.8394 38.142 internal_count=2468 1712 756 is_linear=0 shrinkage=0.000400217 Tree=5811 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=3.88786 4.2392 threshold=-0.47860499999999995 -0.097754999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033592935353844163 0.00010494043217335772 -8.5287514977867802e-05 leaf_weight=5.0124153691140227 27.79275076414342 57.186659249822696 leaf_count=66 370 2010 internal_value=0 -2.30167e-05 internal_weight=0 84.9794 internal_count=2446 2380 is_linear=0 shrinkage=0.000400217 Tree=5812 num_leaves=4 num_cat=0 split_feature=483 158 43 split_gain=2.6994 2.27502 0.00519147 threshold=0.10297500000000001 0.09031500000000002 -0.048759999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024933047273553773 -0.014534407552472069 -0.013290880682748661 -0.024328063216021736 leaf_weight=86.096457549998377 0.77805420832737615 3.8695424170582546 1.2304597042384546 leaf_count=2159 71 216 28 internal_value=0 0.00179873 -0.021502 internal_weight=0 89.966 2.00851 internal_count=2474 2375 99 is_linear=0 shrinkage=0.0204111 Tree=5813 num_leaves=3 num_cat=0 split_feature=38 0 split_gain=2.37145 2.53226 threshold=0.10657000000000001 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0040009767254832983 -0.022854151721169367 -0.0027791949221123327 leaf_weight=42.415522560298996 1.7613912830274774 49.737093828993238 leaf_count=448 28 2000 internal_value=0 0.000342615 internal_weight=0 92.1526 internal_count=2476 2448 is_linear=0 shrinkage=0.0204111 Tree=5814 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=2.57181 2.70238 threshold=-1.0000000180025095e-35 0.10637000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042187980229171814 -5.3001399152438872e-07 -0.00049272124845138707 leaf_weight=2.1487450051936312 91.810285444589681 1.7102810100186605 leaf_count=18 2437 23 internal_value=0 -1.01095e-05 internal_weight=0 93.5206 internal_count=2478 2460 is_linear=0 shrinkage=0.000400217 Tree=5815 num_leaves=3 num_cat=0 split_feature=4 31 split_gain=2.80531 2.62968 threshold=0.51167000000000018 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00043052415698993928 0.0003947791239863817 -4.2155423424976158e-05 leaf_weight=1.8167477559472889 2.4319471813505507 84.480897252204159 leaf_count=50 108 2296 internal_value=0 -3.16595e-05 internal_weight=0 86.2976 internal_count=2454 2346 is_linear=0 shrinkage=0.000400217 Tree=5816 num_leaves=4 num_cat=0 split_feature=52 457 16 split_gain=2.80808 2.43669 1.86452 threshold=0.18635500000000002 -0.0046349999999999994 0.053535000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020377489008015592 -0.00043250932504915066 2.4026751094586093e-05 2.2452221564371885e-05 leaf_weight=8.2104858395905449 4.020303427536418 77.994785066970508 2.2005046519698226 leaf_count=166 241 2063 52 internal_value=0 2.09395e-06 -0.000274023 internal_weight=0 86.2053 6.22081 internal_count=2522 2229 293 is_linear=0 shrinkage=0.000400217 Tree=5817 num_leaves=4 num_cat=0 split_feature=52 147 0 split_gain=2.68514 3.61034 2.37159 threshold=0.18635500000000002 1.0000000180025095e-35 -0.26602499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045175901184043524 -0.00042146930706389552 0.00040838440461199649 4.744621801650774e-07 leaf_weight=1.7955833077430714 4.5585678480711058 0.92987029254436482 84.06205921266519 leaf_count=15 276 3 2159 internal_value=0 -0.000275519 1.04885e-05 internal_weight=0 5.48844 85.8576 internal_count=2453 279 2174 is_linear=0 shrinkage=0.000400217 Tree=5818 num_leaves=4 num_cat=0 split_feature=480 1365 2 split_gain=2.75944 2.60135 0.404625 threshold=0.08598500000000002 0.087370000000000017 0.11665000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002720634037455389 -0.02243184265349803 -0.02329419911133972 -0.0030516985758014333 leaf_weight=91.130291874167597 2.0736494007287543 1.5188801063923154 0.61383037705672894 leaf_count=2241 156 28 22 internal_value=0 0.00226655 -0.0183044 internal_weight=0 92.6492 2.68748 internal_count=2447 2269 178 is_linear=0 shrinkage=0.0204111 Tree=5819 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=2.89453 2.5042 0.55 threshold=0.21983500000000003 0.095890000000000017 -0.24185499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2703465534055107e-05 8.4908149840145988e-06 0.00027081914066137149 -0.00051550179358454955 leaf_weight=88.674214615628443 0.37461484852246973 5.1750004281348074 1.9836628162629484 leaf_count=2243 8 80 156 internal_value=0 3.23453e-06 -0.000435653 internal_weight=0 93.8492 2.35828 internal_count=2487 2323 164 is_linear=0 shrinkage=0.000400217 Tree=5820 num_leaves=4 num_cat=0 split_feature=14 147 147 split_gain=2.56378 2.44544 0.470726 threshold=0.076175000000000007 0.089365000000000014 0.085765000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4676014754048696e-05 -0.00017155695623578907 0.00028288252009274354 -0.00058676245708278721 leaf_weight=88.276160400228036 0.89426007661677331 5.6923753186711101 1.0765287324320523 leaf_count=2273 69 88 12 internal_value=0 3.12406e-05 -0.000417711 internal_weight=0 93.9685 1.97079 internal_count=2442 2361 81 is_linear=0 shrinkage=0.000400217 Tree=5821 num_leaves=4 num_cat=0 split_feature=2 14 49 split_gain=2.69087 3.07256 0.109182 threshold=0.14846500000000004 0.062655000000000016 0.11151500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3440136135326492e-05 0.00039553281575962574 -0.00053394405874863872 0.00022221906138220608 leaf_weight=88.431105908064637 2.4203155479335687 1.5615889458313166 1.5221610571607014 leaf_count=2292 74 82 30 internal_value=0 3.29001e-06 0.000336602 internal_weight=0 89.9927 3.94248 internal_count=2478 2374 104 is_linear=0 shrinkage=0.000400217 Tree=5822 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=3.45525 3.54627 3.46003 threshold=0.11588000000000001 -0.22961999999999996 0.082725000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.7916363865056442e-06 -0.019272633631925468 0.012209091632150516 -0.015184568665463439 leaf_weight=67.505520132082893 1.5601472374983156 14.445014939963583 6.7691630890039951 leaf_count=1268 9 306 856 internal_value=0 0.00902775 -0.00139666 internal_weight=0 16.0052 74.2747 internal_count=2439 315 2124 is_linear=0 shrinkage=0.0204111 Tree=5823 num_leaves=3 num_cat=0 split_feature=44 47 split_gain=3.35029 2.85086 threshold=1.0000000180025095e-35 0.13148500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021650758199400163 -0.020982679474815004 -0.017174986463134378 leaf_weight=88.385168021202844 2.742384676123037 3.1822594032419138 leaf_count=2357 51 36 internal_value=0 0.00147279 internal_weight=0 91.5674 internal_count=2444 2393 is_linear=0 shrinkage=0.0204111 Tree=5824 num_leaves=3 num_cat=0 split_feature=10 2 split_gain=3.01094 2.56198 threshold=0.058500000000000003 0.16826500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.8248514653000674e-05 0.00036504126792143333 0.00040848994818383283 leaf_weight=88.1614748774482 3.1240578523138529 1.9937100665702008 leaf_count=2353 59 56 internal_value=0 -2.78748e-05 internal_weight=0 90.1552 internal_count=2468 2409 is_linear=0 shrinkage=0.000400217 Tree=5825 num_leaves=4 num_cat=0 split_feature=42 474 39 split_gain=3.27562 3.60751 3.06242 threshold=-1.0000000180025095e-35 0.082665000000000002 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014193195080295753 0.00085027544805561393 0.014882371637915708 0.014222907755537638 leaf_weight=10.072162904638388 72.889964377816796 2.0580278176130369 7.7988915333116884 leaf_count=640 1564 41 213 internal_value=0 -0.00916919 0.00216071 internal_weight=0 12.1302 80.6889 internal_count=2458 681 1777 is_linear=0 shrinkage=0.0204111 Tree=5826 num_leaves=4 num_cat=0 split_feature=12 2 3 split_gain=3.00336 2.80149 2.73687 threshold=0.098735000000000003 -0.14169499999999999 -0.097754999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014196905679244763 0.00017967364287463239 -0.00029885274545613481 -2.3189370470447086e-05 leaf_weight=22.051583510547061 2.4176295716315499 8.9653233505305234 58.379115514366276 leaf_count=262 21 357 1797 internal_value=0 -0.000196458 2.22263e-05 internal_weight=0 11.383 80.4307 internal_count=2437 378 2059 is_linear=0 shrinkage=0.000400217 Tree=5827 num_leaves=4 num_cat=0 split_feature=15 43 151 split_gain=3.57641 2.79492 2.50142 threshold=0.082725000000000007 -0.51412499999999983 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036334635725631661 0.00035442708239027254 -0.00031237847904057802 3.6701355189943836e-05 leaf_weight=2.4692454763862761 1.0492330729612138 8.3108832740654162 83.568156917775923 leaf_count=55 17 863 1542 internal_value=0 -0.000234326 2.47628e-05 internal_weight=0 9.36012 86.0374 internal_count=2477 880 1597 is_linear=0 shrinkage=0.000400217 Tree=5828 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=3.67218 5.50399 3.12728 threshold=0.098950000000000024 0.10299500000000002 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011987773336405518 0.00019339178136404937 0.00025743150788382313 -3.926433822150291e-05 leaf_weight=46.059268334698572 21.494757725042291 7.0449241362512103 16.130264081424684 leaf_count=1779 412 40 220 internal_value=0 -6.93867e-05 9.3829e-05 internal_weight=0 53.1042 37.625 internal_count=2451 1819 632 is_linear=0 shrinkage=0.000400217 Tree=5829 num_leaves=4 num_cat=0 split_feature=1 42 43 split_gain=2.32914 4.3953 2.87961 threshold=0.094405000000000003 0.086665000000000006 -0.27207999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067071507630361859 -0.019772094900878768 -0.015180225547508816 0.0053583853569248276 leaf_weight=39.195090286799314 1.8812225162546372 8.8384267716537561 41.834965173940873 leaf_count=1094 20 634 731 internal_value=0 -0.00227446 0.00422921 internal_weight=0 48.0335 43.7162 internal_count=2479 1728 751 is_linear=0 shrinkage=0.0204111 Tree=5830 num_leaves=4 num_cat=0 split_feature=1429 456 3 split_gain=3.26023 2.53925 0.262348 threshold=-1.0000000180025095e-35 0.088355000000000003 0.096520000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018874977771375881 0.0015442038133273296 -0.016099195603315398 -0.041252955574458246 leaf_weight=1.0008162605699897 86.042379494629131 3.4262605475669252 0.48543390829581756 leaf_count=106 2275 105 16 internal_value=0 0.00084926 -0.028562 internal_weight=0 89.4686 1.48625 internal_count=2502 2380 122 is_linear=0 shrinkage=0.0204111 Tree=5831 num_leaves=4 num_cat=0 split_feature=49 1348 151 split_gain=2.6019 2.42442 1.83534 threshold=0.11012500000000001 0.090205000000000021 -0.28286499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4370929124429003e-05 -0.00013865754194572998 0.00040906272146307171 0.00027331627583519508 leaf_weight=83.970272146216303 2.1535873762622941 1.8208430145168666 7.6514419967643317 leaf_count=2229 48 27 148 internal_value=0 -3.42266e-05 0.000182286 internal_weight=0 85.7911 9.80503 internal_count=2452 2256 196 is_linear=0 shrinkage=0.000400217 Tree=5832 num_leaves=3 num_cat=0 split_feature=51 3 split_gain=2.62579 2.46119 threshold=0.161415 -0.10919499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0064699123200943646 -0.026223241883871436 -0.001275214348198456 leaf_weight=22.914234900272277 1.4207315825897229 66.240846542128565 leaf_count=290 52 2125 internal_value=0 0.000721021 internal_weight=0 89.1551 internal_count=2467 2415 is_linear=0 shrinkage=0.0204111 Tree=5833 num_leaves=4 num_cat=0 split_feature=1429 2 484 split_gain=2.51818 2.28661 0.504458 threshold=-1.0000000180025095e-35 0.14846500000000004 0.08764000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013865700397197527 0.00024241675160487609 0.017036042515183678 -0.040271968516453746 leaf_weight=0.99657380324788281 88.60051880984247 3.3998914577241512 0.50003361778180988 leaf_count=97 2239 97 17 internal_value=0 0.000882982 -0.0248774 internal_weight=0 92.0004 1.49661 internal_count=2450 2336 114 is_linear=0 shrinkage=0.0204111 Tree=5834 num_leaves=4 num_cat=0 split_feature=11 4 1374 split_gain=2.31318 2.96301 2.50872 threshold=0.081365000000000007 0.40404500000000004 0.10637000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026610234200266747 -0.022684276959285071 0.0021895669526646481 -0.019272382549792657 leaf_weight=82.39226142908592 3.6196761631435939 4.2492632456123829 2.1204194629099211 leaf_count=2291 110 38 27 internal_value=0 -0.00941001 0.00208594 internal_weight=0 7.86894 84.5127 internal_count=2466 148 2318 is_linear=0 shrinkage=0.0204111 Tree=5835 num_leaves=4 num_cat=0 split_feature=2 0 12 split_gain=2.95752 3.02065 2.73993 threshold=0.10892 -0.10674499999999999 0.09864500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1754231091819444e-05 0.00019552722236909308 -9.401613201580721e-05 -0.00015796853678941297 leaf_weight=25.173428220281494 20.367525861634935 41.046970266776043 4.1508574940744429 leaf_count=277 322 1719 154 internal_value=0 -2.71725e-05 0.000135236 internal_weight=0 66.2204 24.5184 internal_count=2472 1996 476 is_linear=0 shrinkage=0.000400217 Tree=5836 num_leaves=4 num_cat=0 split_feature=43 42 43 split_gain=3.17104 3.80488 3.57078 threshold=0.095890000000000017 0.092340000000000019 0.084965000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6969535365682598e-05 0.00035069694599245224 -0.00023116880115200869 -0.0005799215166503557 leaf_weight=80.906663627487433 7.0126041458097443 2.3212921842350625 1.8034473448060442 leaf_count=2181 173 72 13 internal_value=0 0.000204965 -3.9794e-05 internal_weight=0 9.3339 82.7101 internal_count=2439 245 2194 is_linear=0 shrinkage=0.000400217 Tree=5837 num_leaves=4 num_cat=0 split_feature=43 43 156 split_gain=2.96055 4.5979 3.6429 threshold=-0.063379999999999978 -0.00051499999999999994 0.086945000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016338967218060873 -0.00036601283537048533 5.4590230559409706e-06 -0.00023014667734872786 leaf_weight=30.456347952411306 5.8325757012753447 52.192911221887698 4.1977608812303506 leaf_count=935 490 882 163 internal_value=0 -3.25134e-05 0.000115132 internal_weight=0 58.0255 34.6541 internal_count=2470 1372 1098 is_linear=0 shrinkage=0.000400217 Tree=5838 num_leaves=4 num_cat=0 split_feature=2 0 49 split_gain=2.77907 3.58117 0.0956483 threshold=0.14753000000000002 0.21217000000000003 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016501853815910018 0.019274704148131042 -0.029340933098153856 0.010721854319343806 leaf_weight=83.3649655117988 1.9639209462911815 1.8810278233140696 1.5485263333539476 leaf_count=2342 77 15 28 internal_value=0 -0.00229889 0.0159517 internal_weight=0 85.246 3.51245 internal_count=2462 2357 105 is_linear=0 shrinkage=0.0204111 Tree=5839 num_leaves=4 num_cat=0 split_feature=14 43 16 split_gain=2.00286 2.08735 0.383422 threshold=0.076175000000000007 -0.51412499999999983 -0.15552499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015732154407212821 -0.0073235253922907667 0.00095325654697878657 -0.025407001884224335 leaf_weight=4.0569993689423418 0.99789803067687932 89.080007703665615 1.1564619187738561 leaf_count=27 29 2376 50 internal_value=0 0.00161513 -0.0178064 internal_weight=0 93.137 2.15436 internal_count=2482 2403 79 is_linear=0 shrinkage=0.0204111 Tree=5840 num_leaves=4 num_cat=0 split_feature=1429 151 484 split_gain=2.35951 2.28332 0.545747 threshold=-1.0000000180025095e-35 -0.28286499999999998 0.090710000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013320873863700898 -0.018116764816210853 0.0012866596972718001 -0.040887814603022182 leaf_weight=0.99846262650680617 2.4852431649560449 93.106320080987643 0.46822461474403099 leaf_count=104 61 2292 16 internal_value=0 0.000761593 -0.0243972 internal_weight=0 95.5916 1.46669 internal_count=2473 2353 120 is_linear=0 shrinkage=0.0204111 Tree=5841 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=2.49682 2.43679 threshold=-1.0000000180025095e-35 -0.021334999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042654862627793447 -0.00042160133942320207 -9.5634231702920847e-06 leaf_weight=1.9381107685621817 2.246510670753195 91.435347057547915 leaf_count=77 27 2365 internal_value=0 -1.99357e-05 internal_weight=0 93.6819 internal_count=2469 2392 is_linear=0 shrinkage=0.000400217 Tree=5842 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.29761 3.35713 threshold=-0.28286499999999998 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017719865737031083 -0.00043389223090364572 0.010796643808189951 leaf_weight=2.6534367735148399 77.76664474039535 12.820039914033257 leaf_count=65 2183 249 internal_value=0 0.00116685 internal_weight=0 90.5867 internal_count=2497 2432 is_linear=0 shrinkage=0.0204111 Tree=5843 num_leaves=4 num_cat=0 split_feature=4 33 40 split_gain=3.66573 2.4735 0.856598 threshold=-0.49367499999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0039220034227265242 -0.02098837203389357 0.0017973606962806055 -0.023783777050020861 leaf_weight=1.3553793048486111 1.9209010170306999 84.453666838486242 2.9528200352797276 leaf_count=17 27 2316 106 internal_value=0 0.00126411 -0.0177928 internal_weight=0 86.3746 4.3082 internal_count=2466 2343 123 is_linear=0 shrinkage=0.0204111 Tree=5844 num_leaves=4 num_cat=0 split_feature=0 16 4 split_gain=2.78804 6.22506 3.12517 threshold=-0.10566999999999999 -0.014754999999999999 0.50500500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6163307998685192e-05 -9.4618633246727619e-05 0.00034730656784246887 0.00032349666254870123 leaf_weight=31.10590145282913 46.497693128314495 9.8496032538969285 2.9422509850701308 leaf_count=358 1895 85 107 internal_value=0 7.1958e-05 -6.90612e-05 internal_weight=0 40.9555 49.4399 internal_count=2445 443 2002 is_linear=0 shrinkage=0.000400217 Tree=5845 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.34146 2.90102 threshold=-0.23069499999999998 -0.079829999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038324870392644533 -0.00034906862706416515 6.2427975906987011e-06 leaf_weight=2.3943709179293355 3.7328227211983167 86.138620023273688 leaf_count=21 138 2309 internal_value=0 -8.9311e-06 internal_weight=0 89.8714 internal_count=2468 2447 is_linear=0 shrinkage=0.000400217 Tree=5846 num_leaves=3 num_cat=0 split_feature=148 48 split_gain=2.15794 3.21176 threshold=-0.084449999999999983 -0.055254999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016862810727442817 0.014142317890941412 0.00022151018915709313 leaf_weight=2.6711679226136757 7.4235557268548282 82.530797883799096 leaf_count=56 99 2331 internal_value=0 0.00138649 internal_weight=0 89.9544 internal_count=2486 2430 is_linear=0 shrinkage=0.0204111 Tree=5847 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.35358 3.58774 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020083193621640884 0.02600805666206512 0.00018046035691010151 leaf_weight=2.1847621257766141 2.1876146299036909 87.595721257104742 leaf_count=24 34 2412 internal_value=0 0.000841372 internal_weight=0 89.7833 internal_count=2470 2446 is_linear=0 shrinkage=0.0204111 Tree=5848 num_leaves=4 num_cat=0 split_feature=156 159 133 split_gain=2.6673 2.5119 2.50586 threshold=0.090100000000000013 0.11792500000000002 -0.26719999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023973149842621184 -0.018149299273204276 0.014007532198568991 0.0014042415526642729 leaf_weight=1.5408485825628293 5.4663997673160329 1.1489640921936368 84.621023749761662 leaf_count=138 207 28 2104 internal_value=0 -0.0124241 0.000919889 internal_weight=0 6.61536 86.1619 internal_count=2477 235 2242 is_linear=0 shrinkage=0.0204111 Tree=5849 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=2.99694 2.86928 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.970331909697988e-06 0.00036738380826857521 -0.00042314144729970122 leaf_weight=84.083394101726299 3.2256542878458268 2.6146013843244864 leaf_count=2356 50 31 internal_value=0 -1.90807e-05 internal_weight=0 86.698 internal_count=2437 2387 is_linear=0 shrinkage=0.000400217 Tree=5850 num_leaves=4 num_cat=0 split_feature=3 1 43 split_gain=2.51095 3.98629 3.05896 threshold=-0.097754999999999995 0.094405000000000003 0.084965000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0071770103744692847 -0.0084041928777411363 0.0019301182570599907 -0.011631056365102227 leaf_weight=24.236377345107034 29.117716420498255 33.155836292324238 4.124691443561459 leaf_count=342 1513 616 40 internal_value=0 -0.00290838 0.00440668 internal_weight=0 62.2736 28.3611 internal_count=2511 2129 382 is_linear=0 shrinkage=0.0204111 Tree=5851 num_leaves=3 num_cat=0 split_feature=160 403 split_gain=2.72705 2.4952 threshold=-0.40446999999999994 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043529523484163468 4.209975435277666e-05 -0.00033601886259593353 leaf_weight=1.9542103891944851 85.849445440795535 2.7781206832369199 leaf_count=202 2080 199 internal_value=0 2.98382e-05 internal_weight=0 88.6276 internal_count=2481 2279 is_linear=0 shrinkage=0.000400217 Tree=5852 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=2.41036 2.68973 threshold=0.093235000000000012 -0.23040499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011235359472753094 -0.017501763719560522 0.00057782909108200844 leaf_weight=11.141007999976862 2.6391772076021871 80.14672892290946 leaf_count=75 38 2341 internal_value=0 0.00189067 internal_weight=0 91.2877 internal_count=2454 2416 is_linear=0 shrinkage=0.0204111 Tree=5853 num_leaves=4 num_cat=0 split_feature=42 156 132 split_gain=2.75629 2.93943 2.93444 threshold=-1.0000000180025095e-35 0.091255000000000017 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015270414686032756 0.0026874757662397352 -0.012945432284742093 0.0072912564257635541 leaf_weight=8.390744480171632 74.686659409915592 5.2601458942299351 3.2690326724550678 leaf_count=541 1597 196 123 internal_value=0 0.00164223 -0.00893565 internal_weight=0 79.9468 11.6598 internal_count=2457 1793 664 is_linear=0 shrinkage=0.0204111 Tree=5854 num_leaves=4 num_cat=0 split_feature=43 16 43 split_gain=2.84845 6.70564 2.87708 threshold=-0.074459999999999985 0.15539500000000003 -0.07581499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.6594905842593934e-05 -2.0043106292059166e-06 -0.00040599476172472926 0.00062593607396582197 leaf_weight=31.585361737124913 51.446186684757777 7.4345151161542153 1.4361653953092162 leaf_count=974 1279 217 18 internal_value=0 -5.36875e-05 9.29547e-05 internal_weight=0 58.8807 33.0215 internal_count=2488 1496 992 is_linear=0 shrinkage=0.000400217 Tree=5855 num_leaves=4 num_cat=0 split_feature=1 4 150 split_gain=2.38026 3.95297 2.64583 threshold=0.094405000000000003 -0.017484999999999997 0.079825000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5172434059076023e-05 1.614540002416314e-06 -0.00019064239002234586 0.00022490207325510445 leaf_weight=22.948216391618189 33.416118902823655 22.41939728548823 11.28874048788566 leaf_count=1032 568 685 183 internal_value=0 -7.15431e-05 5.84195e-05 internal_weight=0 45.3676 44.7049 internal_count=2468 1717 751 is_linear=0 shrinkage=0.000400217 Tree=5856 num_leaves=4 num_cat=0 split_feature=133 52 13 split_gain=2.34399 2.23894 0.0276227 threshold=-0.39935999999999994 -0.51498499999999992 -0.23071499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.037111833018575728 -0.020018250763721279 0.0011794334099541354 -0.019903872295101582 leaf_weight=0.26481889560818672 2.0145496239711056 87.229989827559621 0.98580471906643541 leaf_count=2 187 2138 131 internal_value=0 0.000676446 -0.0262978 internal_weight=0 89.2445 1.25062 internal_count=2458 2325 133 is_linear=0 shrinkage=0.0204111 Tree=5857 num_leaves=4 num_cat=0 split_feature=42 39 1374 split_gain=2.6487 2.97006 2.50696 threshold=-0.0044549999999999998 0.16946000000000003 -0.094929999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011953690112458832 -0.016658363821748401 0.023271878230048684 0.0019155187962212501 leaf_weight=11.30414308398576 3.0385123103624201 0.98924931883812028 77.709176167129044 leaf_count=689 41 2 1768 internal_value=0 -0.00893463 0.00119449 internal_weight=0 12.2934 80.7477 internal_count=2500 691 1809 is_linear=0 shrinkage=0.0204111 Tree=5858 num_leaves=4 num_cat=0 split_feature=42 2 33 split_gain=2.74459 3.28061 2.74449 threshold=-0.0044549999999999998 0.096540000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016807386395855741 -0.021396283466976165 0.0047140972913584074 0.002862140178507314 leaf_weight=7.1935426227137196 1.881822686176746 4.8832269084687141 77.651453648610186 leaf_count=502 26 178 1783 internal_value=0 -0.00814184 0.00225889 internal_weight=0 12.0768 79.5333 internal_count=2489 680 1809 is_linear=0 shrinkage=0.0204111 Tree=5859 num_leaves=4 num_cat=0 split_feature=42 484 483 split_gain=3.27339 2.91149 2.88986 threshold=-1.0000000180025095e-35 0.084225000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01323869445605445 0.0042355311593603477 0.013382493303198694 -0.012029164205139073 leaf_weight=9.2588201922953868 76.226314236831968 1.998724728489832 4.7327746501032371 leaf_count=630 1516 41 278 internal_value=0 -0.00842698 0.00326942 internal_weight=0 11.2575 80.9591 internal_count=2465 671 1794 is_linear=0 shrinkage=0.0204111 Tree=5860 num_leaves=4 num_cat=0 split_feature=484 147 1 split_gain=2.65245 2.51307 2.3818 threshold=-1.0000000180025095e-35 0.10100500000000003 0.13662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032275683501328611 8.0633252669384535e-06 0.00042412231066341082 0.00027815698801910994 leaf_weight=5.8857726881396948 80.039120842053308 0.72248767316341389 5.4838147181435479 leaf_count=400 1934 2 130 internal_value=0 -0.000235394 2.5723e-05 internal_weight=0 6.60826 85.5229 internal_count=2466 402 2064 is_linear=0 shrinkage=0.000400217 Tree=5861 num_leaves=4 num_cat=0 split_feature=49 1 42 split_gain=2.62347 3.96558 2.71765 threshold=-0.085074999999999998 0.10538500000000002 0.10146500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039117490454443408 4.5915694464997807e-05 0.00010113728505770593 -0.00022674692968313514 leaf_weight=6.1333701030816865 77.082394109918823 4.4503551666275598 6.2248038041216196 leaf_count=97 2043 56 279 internal_value=0 -0.000185271 2.5265e-05 internal_weight=0 10.5837 83.3072 internal_count=2475 153 2322 is_linear=0 shrinkage=0.000400217 Tree=5862 num_leaves=4 num_cat=0 split_feature=41 159 2 split_gain=2.36889 2.1997 1.78187 threshold=0.079885000000000025 0.124685 0.10731 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4247887107512642e-05 -0.00042161893225456626 -0.00041503283111493861 4.4936393251202928e-05 leaf_weight=86.974457595440981 3.0393774889671468 1.5189666549049423 2.2115889290580526 leaf_count=2273 67 76 34 internal_value=0 4.56785e-05 -0.000228281 internal_weight=0 88.4934 5.25097 internal_count=2450 2349 101 is_linear=0 shrinkage=0.000400217 Tree=5863 num_leaves=4 num_cat=0 split_feature=1447 131 2 split_gain=3.0113 2.97358 0.145249 threshold=-1.0000000180025095e-35 0.092225000000000015 0.12036500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023599635942230905 0.00018665238791855691 -0.016794171600054985 -0.0082234781311450802 leaf_weight=2.4108714964677342 83.941169949332107 4.4159693976835106 0.46188283097580995 leaf_count=229 1962 261 15 internal_value=0 -0.000682207 -0.0215287 internal_weight=0 88.3571 2.87275 internal_count=2467 2223 244 is_linear=0 shrinkage=0.0204111 Tree=5864 num_leaves=3 num_cat=0 split_feature=39 3 split_gain=2.73638 2.76888 threshold=0.11593500000000001 -0.097754999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.1820340639193379e-05 0.00033473907040750586 -7.1039680661421752e-05 leaf_weight=27.267767227502191 3.4251513716881155 61.790446886121572 leaf_count=381 54 2060 internal_value=0 -2.41932e-05 internal_weight=0 89.0582 internal_count=2495 2441 is_linear=0 shrinkage=0.000400217 Tree=5865 num_leaves=4 num_cat=0 split_feature=124 457 2 split_gain=3.13676 3.19787 1.57532 threshold=-0.043384999999999993 -0.0046349999999999994 0.094970000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.5829669745735435e-06 -0.00027775737143183202 -3.8492594132052579e-06 0.00035280941643365269 leaf_weight=2.9602871785755251 7.3933035931549957 75.605627990989888 5.421773395697528 leaf_count=85 190 2084 110 internal_value=0 -2.85895e-05 0.000226746 internal_weight=0 82.9989 8.38206 internal_count=2469 2274 195 is_linear=0 shrinkage=0.000400217 Tree=5866 num_leaves=3 num_cat=0 split_feature=376 12 split_gain=3.05566 3.00754 threshold=0.088470000000000007 0.11610500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013821535888535546 0.020411716327070655 -0.018089259219982376 leaf_weight=85.983688096286642 3.2665635390585512 3.324915741064614 leaf_count=2322 53 121 internal_value=0 0.0006355 internal_weight=0 89.3086 internal_count=2496 2443 is_linear=0 shrinkage=0.0204111 Tree=5867 num_leaves=4 num_cat=0 split_feature=42 157 0 split_gain=3.10319 2.53763 0.512021 threshold=-0.098504999999999981 -0.084489999999999996 -0.12948499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3606008626065972e-05 -0.00025737240338856091 3.9228490814678503e-05 -0.00039573193717047715 leaf_weight=0.68146730500302544 4.7769734684025016 84.214200907517807 3.3155933716479913 leaf_count=21 180 2108 161 internal_value=0 2.30038e-05 -0.000332729 internal_weight=0 88.9912 3.99706 internal_count=2470 2288 182 is_linear=0 shrinkage=0.000400217 Tree=5868 num_leaves=3 num_cat=0 split_feature=33 1365 split_gain=2.25271 2.22519 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019856397227002547 0.0019708190906477063 -0.018211311314409378 leaf_weight=1.9985047646332521 91.165780254121273 2.2228203588747411 leaf_count=23 2406 46 internal_value=0 0.00146921 internal_weight=0 93.3886 internal_count=2475 2452 is_linear=0 shrinkage=0.0204111 Tree=5869 num_leaves=3 num_cat=0 split_feature=46 128 split_gain=2.68288 2.56425 threshold=0.084955000000000017 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.307729524805808e-05 -0.0004289224344953996 -0.00036178257092096019 leaf_weight=89.17025379774168 2.0566911080386481 2.6027817951289753 leaf_count=2231 36 186 internal_value=0 2.14514e-05 internal_weight=0 91.773 internal_count=2453 2417 is_linear=0 shrinkage=0.000400217 Tree=5870 num_leaves=3 num_cat=0 split_feature=156 15 split_gain=2.09573 2.40408 threshold=-1.0000000180025095e-35 -0.46714499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040321009219637958 0.00037663022072640555 1.6510242716627985e-05 leaf_weight=1.7246725463519386 2.9607778560748548 88.665628981125337 leaf_count=136 94 2276 internal_value=0 2.85925e-05 internal_weight=0 91.6264 internal_count=2506 2370 is_linear=0 shrinkage=0.000400217 Tree=5871 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.39142 5.92444 2.98636 threshold=0.094405000000000003 -0.076929999999999985 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011076739553472294 -0.00015224773127288285 -0.00017476830572522441 0.00012087321191751084 leaf_weight=20.067844878692995 7.6310320597403907 27.410888718488422 37.48763554567995 leaf_count=686 216 1000 553 internal_value=0 -5.41042e-05 7.44171e-05 internal_weight=0 47.4787 45.1187 internal_count=2455 1686 769 is_linear=0 shrinkage=0.000400217 Tree=5872 num_leaves=4 num_cat=0 split_feature=41 147 2 split_gain=2.28631 2.21177 1.3622 threshold=0.079885000000000025 -1.0000000180025095e-35 0.10731 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024002821288357661 -0.020500316778882616 0.0014371882800573216 0.00024890313073344748 leaf_weight=1.3364716422511254 3.3049693918583207 84.081317834152287 2.1417278267908841 leaf_count=18 75 2321 31 internal_value=0 0.00100825 -0.0125007 internal_weight=0 85.4178 5.4467 internal_count=2445 2339 106 is_linear=0 shrinkage=0.0204111 Tree=5873 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=2.48017 3.40024 2.97889 threshold=-0.12077499999999998 -0.086589999999999986 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.8525557656277227e-05 -0.00033181962253746479 -1.306692761441808e-05 0.0003724016409538814 leaf_weight=15.852553684497254 5.737590078264474 64.233178886350288 5.3106481852009884 leaf_count=240 432 1761 32 internal_value=0 -3.9693e-05 0.000116323 internal_weight=0 69.9708 21.1632 internal_count=2465 2193 272 is_linear=0 shrinkage=0.000400217 Tree=5874 num_leaves=3 num_cat=0 split_feature=457 48 split_gain=2.39392 3.2881 threshold=-0.23069499999999998 -0.097454999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037293389302869363 -0.00053950040520395605 4.8717846850815592e-07 leaf_weight=2.5717289120075284 1.7325557749718417 86.958823903398297 leaf_count=26 31 2387 internal_value=0 -1.07282e-05 internal_weight=0 88.6914 internal_count=2444 2418 is_linear=0 shrinkage=0.000400217 Tree=5875 num_leaves=3 num_cat=0 split_feature=39 0 split_gain=2.25928 2.599 threshold=0.16946000000000003 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.7108017642766827e-05 0.00044357960251657856 -6.7866442928861168e-05 leaf_weight=41.204896281149558 1.7010543163632963 51.015492005270062 leaf_count=447 20 2030 internal_value=0 -7.5504e-06 internal_weight=0 92.2204 internal_count=2497 2477 is_linear=0 shrinkage=0.000400217 Tree=5876 num_leaves=4 num_cat=0 split_feature=483 0 42 split_gain=2.34536 2.61735 0.220214 threshold=0.096460000000000018 -0.10191999999999998 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039377922295210548 -0.0234600643600134 -0.0031160466200643544 -0.0087656181298420271 leaf_weight=40.961597105557303 1.7229314269789022 46.871822353274183 0.80449965333536955 leaf_count=441 61 1846 86 internal_value=0 0.000174375 -0.019353 internal_weight=0 87.8334 2.52743 internal_count=2434 2287 147 is_linear=0 shrinkage=0.0204111 Tree=5877 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=3.76012 4.23211 3.60615 threshold=-0.25061999999999995 -0.19301999999999997 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037672010942370695 -0.00053706633131805198 2.1965806743432693e-06 -0.00025397565859027268 leaf_weight=7.3900719793309673 2.2840183807711574 85.951039731829951 1.7168081160634754 leaf_count=190 63 2247 17 internal_value=0 -1.24255e-05 0.000256182 internal_weight=0 88.2351 9.10688 internal_count=2517 2310 207 is_linear=0 shrinkage=0.000400217 Tree=5878 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=2.50583 2.13243 1.34462 threshold=-0.49367499999999992 0.062320000000000007 -0.027164999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026035871820204583 -0.0014911066456695377 0.0086715341094613721 -0.0047634049162846087 leaf_weight=2.3303544605150819 75.83745849128718 9.5887735447031428 2.6362254454288623 leaf_count=67 2256 90 56 internal_value=0 -0.000340531 -0.0150986 internal_weight=0 85.4262 4.96658 internal_count=2469 2346 123 is_linear=0 shrinkage=0.0204111 Tree=5879 num_leaves=3 num_cat=0 split_feature=1375 15 split_gain=4.03805 2.81888 threshold=-0.43429999999999996 -0.24269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00064003184581421175 0.00023158557729428044 -6.4555928426388405e-06 leaf_weight=1.4137037226755627 8.7058245288208109 82.654544785213147 leaf_count=12 202 2283 internal_value=0 1.64833e-05 internal_weight=0 91.3604 internal_count=2497 2485 is_linear=0 shrinkage=0.000400217 Tree=5880 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=2.6904 5.86532 2.95 threshold=-0.10674499999999999 0.12879500000000002 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068536134928419415 -0.0095412463857164863 -0.020133539502399288 0.00098290706990173228 leaf_weight=37.892561743879924 16.603642357329591 3.571753412961697 32.954880705918185 leaf_count=426 1243 29 789 internal_value=0 0.00448097 -0.00255657 internal_weight=0 41.4643 49.5585 internal_count=2487 455 2032 is_linear=0 shrinkage=0.0204111 Tree=5881 num_leaves=3 num_cat=0 split_feature=1374 147 split_gain=2.11801 2.18336 threshold=-0.44486499999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023250473735818022 -0.023732454469817678 0.0017088734862680266 leaf_weight=1.3735225908458222 1.3156791840447102 91.030475244811896 leaf_count=12 19 2436 internal_value=0 0.0013181 internal_weight=0 92.3462 internal_count=2467 2455 is_linear=0 shrinkage=0.0204111 Tree=5882 num_leaves=4 num_cat=0 split_feature=147 9 3 split_gain=2.46345 1.93301 0.608549 threshold=0.089365000000000014 -0.036024999999999995 -0.13392999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021601059624175838 0.021766960124438507 -0.00039746797707552258 0.0082723786125461791 leaf_weight=1.5860166371712683 2.1227911445312202 83.270404331829923 4.3934933966957024 leaf_count=69 17 2327 86 internal_value=0 4.16206e-05 0.0129619 internal_weight=0 84.8564 6.51628 internal_count=2499 2396 103 is_linear=0 shrinkage=0.0204111 Tree=5883 num_leaves=4 num_cat=0 split_feature=2 150 474 split_gain=2.98337 3.44931 3.25069 threshold=0.097940000000000013 0.081245000000000026 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011546301307737576 1.5487549573675291e-05 0.0003144422490323071 0.00015740211536070854 leaf_weight=43.737061392996111 31.608572708155407 7.5767133512999854 8.2190934937825642 leaf_count=1502 628 134 185 internal_value=0 7.40235e-05 -7.2052e-05 internal_weight=0 39.1853 51.9562 internal_count=2449 762 1687 is_linear=0 shrinkage=0.000400217 Tree=5884 num_leaves=4 num_cat=0 split_feature=4 0 12 split_gain=3.35563 2.66371 2.20582 threshold=-0.49367499999999992 0.053930000000000006 -0.077034999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0082409455528796825 5.7337273916648109e-05 0.011920964779603676 -0.024613125817407242 leaf_weight=1.0648987265303729 76.992499594127366 8.672432904946616 3.3715284222271285 leaf_count=13 2245 88 118 internal_value=0 0.00127236 -0.0167183 internal_weight=0 85.6649 4.43643 internal_count=2464 2333 131 is_linear=0 shrinkage=0.0204111 Tree=5885 num_leaves=4 num_cat=0 split_feature=4 151 156 split_gain=2.68468 4.11127 3.52831 threshold=0.27190000000000009 -0.21628999999999995 0.091255000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.5428907662819614e-06 -0.00037353531471562642 0.00022642403386616717 -0.00039313489746457733 leaf_weight=73.094168660403739 1.9911305976565952 14.378528259388984 3.8759824309818205 leaf_count=2034 21 256 172 internal_value=0 0.000151406 -2.65533e-05 internal_weight=0 16.3697 76.9702 internal_count=2483 277 2206 is_linear=0 shrinkage=0.000400217 Tree=5886 num_leaves=4 num_cat=0 split_feature=0 16 151 split_gain=2.95432 3.69831 3.41832 threshold=-0.10191999999999998 -0.014854999999999998 0.085465000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070971396970761938 -0.0020340609787576516 0.0147673154593725 -0.029722909051542488 leaf_weight=30.579094199674728 46.480143717906685 10.358764949265604 1.8242578103672702 leaf_count=371 1952 108 55 internal_value=0 0.00429737 -0.00314607 internal_weight=0 40.9379 48.3044 internal_count=2486 479 2007 is_linear=0 shrinkage=0.0204111 Tree=5887 num_leaves=4 num_cat=0 split_feature=484 10 16 split_gain=3.4619 2.90548 0.279243 threshold=-0.082244999999999985 0.083760000000000015 -0.064539999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0069872393867817777 -0.00086586014075880162 0.021813737239593525 -0.024938693765628347 leaf_weight=0.54542912435135837 85.499065534957481 2.3078784992685533 2.4791215612858641 leaf_count=56 2188 49 182 internal_value=0 -0.000242738 -0.0220664 internal_weight=0 87.8069 3.02455 internal_count=2475 2237 238 is_linear=0 shrinkage=0.0204111 Tree=5888 num_leaves=3 num_cat=0 split_feature=376 1348 split_gain=2.34652 2.37699 threshold=0.088470000000000007 0.090205000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.8641138436303975e-05 0.0003623309978355309 0.00040570557340059471 leaf_weight=88.621400407504552 2.7054021399526382 2.0540449859108767 leaf_count=2398 50 29 internal_value=0 -8.54003e-06 internal_weight=0 90.6754 internal_count=2477 2427 is_linear=0 shrinkage=0.000400217 Tree=5889 num_leaves=4 num_cat=0 split_feature=43 8 150 split_gain=3.13566 3.18106 2.71845 threshold=-0.074459999999999985 1.0000000180025095e-35 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0077397854631503556 -0.0030920923480989224 0.019163849628543284 -0.012713061898032688 leaf_weight=29.36830848327736 56.031554433227939 2.6984898066148153 2.8803439608309409 leaf_count=872 1450 34 88 internal_value=0 -0.00203497 0.00587534 internal_weight=0 58.73 32.2487 internal_count=2444 1484 960 is_linear=0 shrinkage=0.0204111 Tree=5890 num_leaves=4 num_cat=0 split_feature=128 124 52 split_gain=2.30433 2.889 0.225084 threshold=0.085185000000000025 -0.043384999999999993 -0.090429999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022871478559353904 -0.00011755683790025928 -2.1345404089587444e-05 -0.00046587031765883745 leaf_weight=8.056039569390121 0.46364622747569262 78.626912308305691 1.7450088134974056 leaf_count=198 34 2088 132 internal_value=0 2.15947e-06 -0.000401951 internal_weight=0 86.683 2.20866 internal_count=2452 2286 166 is_linear=0 shrinkage=0.000400217 Tree=5891 num_leaves=4 num_cat=0 split_feature=14 401 16 split_gain=2.31912 2.10835 0.266063 threshold=0.076175000000000007 0.085410000000000014 -0.14289499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020657462846643648 -0.0096435702255909059 -0.016683667204203147 -0.025014134658247301 leaf_weight=86.536622329671445 1.0559559268876912 2.4616269740945418 1.2478068989803421 leaf_count=2206 35 194 47 internal_value=0 0.00152684 -0.0187424 internal_weight=0 88.9982 2.30376 internal_count=2482 2400 82 is_linear=0 shrinkage=0.0204111 Tree=5892 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.68965 3.30673 threshold=-0.5356749999999999 -0.50061499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022489049168577177 0.027716900368215835 -6.20600043660751e-05 leaf_weight=2.059130498499143 1.7103314175910771 87.790752377230092 leaf_count=24 24 2416 internal_value=0 0.000502753 internal_weight=0 89.5011 internal_count=2464 2440 is_linear=0 shrinkage=0.0204111 Tree=5893 num_leaves=4 num_cat=0 split_feature=16 13 12 split_gain=5.98634 3.22513 2.40783 threshold=0.26746000000000009 -0.16901999999999998 0.11232500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013199491914765904 -0.024405601626168699 -0.00032490039986317635 0.0081098248318044186 leaf_weight=8.055822592796174 5.5173466202395494 72.953832737859557 1.0841308723320251 leaf_count=132 260 2054 28 internal_value=0 0.00103636 -0.0190195 internal_weight=0 81.0097 6.60148 internal_count=2474 2186 288 is_linear=0 shrinkage=0.0204111 Tree=5894 num_leaves=4 num_cat=0 split_feature=484 13 457 split_gain=2.55748 2.32001 1.8924 threshold=-0.082244999999999985 -0.5356749999999999 -0.096529999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013871050850290514 -0.017713699157276344 0.0027074441328618823 -0.0225837229748268 leaf_weight=0.66285849269479546 2.2716887279530047 85.350183609822125 2.8157243964778891 leaf_count=6 24 2210 232 internal_value=0 0.00215607 -0.0154212 internal_weight=0 87.6219 3.47858 internal_count=2472 2234 238 is_linear=0 shrinkage=0.0204111 Tree=5895 num_leaves=4 num_cat=0 split_feature=456 41 2 split_gain=2.43494 2.97705 2.28209 threshold=0.088355000000000003 0.079885000000000025 0.11466000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3442995356482881e-05 -0.00054710244543865758 -0.00029129097553505225 6.1325244892053156e-05 leaf_weight=81.477256725225743 2.4108336669596606 5.0037179107894181 1.5885090609081087 leaf_count=2259 77 96 27 internal_value=0 4.87964e-06 -0.000310351 internal_weight=0 86.481 3.99934 internal_count=2459 2355 104 is_linear=0 shrinkage=0.000400217 Tree=5896 num_leaves=3 num_cat=0 split_feature=44 1456 split_gain=2.36722 2.38841 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023334077836770499 -0.016957926483289566 -0.018039042577031063 leaf_weight=83.318192706954505 2.8020157504361114 2.3573155934682282 leaf_count=2163 46 224 internal_value=0 0.00175006 internal_weight=0 85.6755 internal_count=2433 2387 is_linear=0 shrinkage=0.0204111 Tree=5897 num_leaves=4 num_cat=0 split_feature=4 33 0 split_gain=2.67233 2.58811 0.542993 threshold=0.46168000000000003 -1.0000000180025095e-35 -0.084674999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042136168172461847 0.00010112860169451219 1.169786002838699e-05 0.00038346430747195726 leaf_weight=2.1565230186097315 1.7198649318306705 86.269971977970272 3.4499332474952089 leaf_count=26 63 2244 104 internal_value=0 6.17005e-07 0.000293673 internal_weight=0 88.4265 5.1698 internal_count=2437 2270 167 is_linear=0 shrinkage=0.000400217 Tree=5898 num_leaves=4 num_cat=0 split_feature=48 3 52 split_gain=2.22492 2.40957 1.56493 threshold=-0.064549999999999982 0.14121000000000003 -0.0059799999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030759977756714468 -0.0024131952236993485 0.0087027050223114129 0.016078474678660432 leaf_weight=2.5530151793500409 70.426510877223336 9.0712684387399332 5.5047330977977236 leaf_count=72 2226 129 62 internal_value=0 -0.00113433 0.0100506 internal_weight=0 79.4978 8.05775 internal_count=2489 2355 134 is_linear=0 shrinkage=0.0204111 Tree=5899 num_leaves=3 num_cat=0 split_feature=44 1 split_gain=2.52733 2.76729 threshold=1.0000000180025095e-35 0.094435000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.5199079233294228e-05 -0.00036099757553707514 0.00010507292974213261 leaf_weight=48.88974094749392 2.6254771514795712 41.599956045378349 leaf_count=1706 46 703 internal_value=0 2.9337e-05 internal_weight=0 90.4897 internal_count=2455 2409 is_linear=0 shrinkage=0.000400217 Tree=5900 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=2.95231 5.17337 2.40821 threshold=-0.074434999999999987 -0.10674499999999999 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.4717650711837127e-06 0.00021570907372619067 -0.00026092090490056858 1.2454477389020271e-06 leaf_weight=38.501557781244628 12.8177204849635 15.945698923071175 23.870915336941835 leaf_count=444 337 1290 406 internal_value=0 -7.00898e-05 7.65998e-05 internal_weight=0 54.4473 36.6886 internal_count=2477 1734 743 is_linear=0 shrinkage=0.000400217 Tree=5901 num_leaves=4 num_cat=0 split_feature=457 41 49 split_gain=4.0835 2.84512 2.76125 threshold=-0.0046349999999999994 0.07831500000000001 -0.0058449999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020721809775191887 0.0026470215069591386 -0.012471546088602212 0.0049030419668691927 leaf_weight=5.8873173314641463 77.086463999839907 5.4487097715173141 2.4222603697271534 leaf_count=146 2177 105 39 internal_value=0 0.0016334 -0.0132862 internal_weight=0 82.5352 8.30958 internal_count=2467 2282 185 is_linear=0 shrinkage=0.0204111 Tree=5902 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.70537 2.57575 threshold=-0.28286499999999998 0.27190000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020898410364516909 -0.00048893961286663437 0.0090582502401801868 leaf_weight=2.3074092051720063 76.942757771417746 13.785700552543856 leaf_count=58 2120 272 internal_value=0 0.000971081 internal_weight=0 90.7285 internal_count=2450 2392 is_linear=0 shrinkage=0.0204111 Tree=5903 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=2.5949 4.68861 4.17852 threshold=0.10044000000000002 0.10420500000000001 0.10255000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012851439203117454 0.00016110276344248953 0.00024859148484319938 -0.00011173956857666776 leaf_weight=44.674781552806962 22.882753689409583 5.882041161064989 14.66275497729657 leaf_count=1777 433 34 187 internal_value=0 -8.41876e-05 5.45334e-05 internal_weight=0 50.5568 37.5455 internal_count=2431 1811 620 is_linear=0 shrinkage=0.000400217 Tree=5904 num_leaves=4 num_cat=0 split_feature=43 484 4 split_gain=3.16356 4.28311 3.11286 threshold=-0.068859999999999991 0.08654000000000002 -0.062109999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026802517413027581 -0.00010536350266775405 0.00025535751888310039 5.7316685176083625e-06 leaf_weight=10.314077481853017 51.056989700777194 5.7710771472357001 23.787219403056952 leaf_count=261 1293 100 800 internal_value=0 -6.8301e-05 8.56809e-05 internal_weight=0 56.8281 34.1013 internal_count=2454 1393 1061 is_linear=0 shrinkage=0.000400217 Tree=5905 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=2.21654 3.14372 threshold=-1.0000000180025095e-35 0.08926000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041760436923570958 2.723923559035197e-05 -0.00043265616503918014 leaf_weight=2.1309959437348871 87.7642495708551 2.3352248995215623 leaf_count=20 2373 45 internal_value=0 1.47973e-05 internal_weight=0 90.0995 internal_count=2438 2418 is_linear=0 shrinkage=0.000400217 Tree=5906 num_leaves=4 num_cat=0 split_feature=3 0 11 split_gain=3.43996 5.70834 3.15772 threshold=-0.097754999999999995 -0.10191999999999998 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0096714395053020714 0.0025630773641951311 -0.0099105288156387198 -0.0058351652222680796 leaf_weight=20.824508591598718 34.425445989661966 27.327719013635942 7.3215326329991504 leaf_count=241 375 1704 149 internal_value=0 -0.00296483 0.00563062 internal_weight=0 61.7532 28.146 internal_count=2469 2079 390 is_linear=0 shrinkage=0.0204111 Tree=5907 num_leaves=4 num_cat=0 split_feature=43 150 133 split_gain=3.47009 3.76944 3.10819 threshold=-0.063379999999999978 0.081245000000000026 -0.037034999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036501887890541985 -0.00013937700038573028 0.00010274034737826443 3.1758654123743327e-05 leaf_weight=5.1793752965750164 41.141625118363663 13.635717665147238 29.51271242356961 leaf_count=52 1217 145 1060 internal_value=0 -7.90201e-05 8.25272e-05 internal_weight=0 54.7773 34.6921 internal_count=2474 1362 1112 is_linear=0 shrinkage=0.000400217 Tree=5908 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=2.87713 3.07993 threshold=1.0000000180025095e-35 -0.12948499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0052779441519457404 -0.021418124836829807 -0.002718922195015498 leaf_weight=31.331459019467729 2.5372847444377831 55.334779294216787 leaf_count=325 50 2088 internal_value=0 0.000175174 internal_weight=0 86.6662 internal_count=2463 2413 is_linear=0 shrinkage=0.0204111 Tree=5909 num_leaves=4 num_cat=0 split_feature=160 453 49 split_gain=2.37128 2.24841 0.0697076 threshold=-0.40446999999999994 0.10218000000000001 -0.028439999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018204819050798122 2.8479162946157486e-05 -0.00044077120574853725 -0.00043791783204402565 leaf_weight=0.44623283925466273 86.757256854667503 1.5551517754793156 1.6932899895418803 leaf_count=14 2254 13 177 internal_value=0 1.96682e-05 -0.000396259 internal_weight=0 88.3124 2.13952 internal_count=2458 2267 191 is_linear=0 shrinkage=0.000400217 Tree=5910 num_leaves=4 num_cat=0 split_feature=14 472 147 split_gain=2.8542 2.03299 0.385067 threshold=0.076175000000000007 -1.0000000180025095e-35 0.085050000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040481124848851024 -0.00021247305551314838 3.8583558000749088e-05 -0.00057653382978462182 leaf_weight=1.5758617136889359 1.0670818107864755 90.164710782290058 1.138976050307974 leaf_count=124 68 2269 13 internal_value=0 3.0483e-05 -0.000419205 internal_weight=0 91.7406 2.20606 internal_count=2474 2393 81 is_linear=0 shrinkage=0.000400217 Tree=5911 num_leaves=3 num_cat=0 split_feature=2 48 split_gain=2.44231 2.86818 threshold=-0.18970999999999996 -0.097454999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036707775021984902 -0.00049017182345800596 -4.2481854801130909e-06 leaf_weight=2.6505688676261334 1.8774098911671888 88.601944419455322 leaf_count=44 32 2360 internal_value=0 -1.49243e-05 internal_weight=0 90.4794 internal_count=2436 2392 is_linear=0 shrinkage=0.000400217 Tree=5912 num_leaves=3 num_cat=0 split_feature=9 1444 split_gain=2.18821 2.04999 threshold=-0.036024999999999995 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042392870725572736 0.00042547416052436839 -1.30277151818303e-05 leaf_weight=1.8415039200190211 1.6302323172858439 86.039976060677873 leaf_count=76 23 2368 internal_value=0 -4.34145e-06 internal_weight=0 87.6702 internal_count=2467 2391 is_linear=0 shrinkage=0.000400217 Tree=5913 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=2.49204 2.89633 threshold=-1.0000000180025095e-35 0.090510000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021590167456766361 -0.0058928051525052342 0.0016099736678108214 leaf_weight=1.848330972570692 38.08128347035381 48.772511464816489 leaf_count=74 1323 1097 internal_value=0 -0.00168299 internal_weight=0 86.8538 internal_count=2494 2420 is_linear=0 shrinkage=0.0204111 Tree=5914 num_leaves=4 num_cat=0 split_feature=2 4 43 split_gain=3.04791 3.24841 3.20433 threshold=0.097940000000000013 -0.49367499999999992 -0.074459999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0022189893542413084 -0.02460165876662412 0.0049963625002634876 -0.0082958399143098598 leaf_weight=20.856134249377646 1.5013353305403132 37.321413744501115 28.438544933196681 leaf_count=720 64 678 982 internal_value=0 0.0037843 -0.00385216 internal_weight=0 38.8227 49.2947 internal_count=2444 742 1702 is_linear=0 shrinkage=0.0204111 Tree=5915 num_leaves=4 num_cat=0 split_feature=14 3 49 split_gain=4.11979 3.11219 0.341054 threshold=0.076175000000000007 0.18307500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016160169047024766 -0.039362007030042535 0.01923921393145607 -0.016044911106083148 leaf_weight=84.784167696092481 0.80413639181642793 4.281147235305979 0.72304112689016509 leaf_count=2277 20 114 62 internal_value=0 0.00248621 -0.0301726 internal_weight=0 89.0653 1.52718 internal_count=2473 2391 82 is_linear=0 shrinkage=0.0204111 Tree=5916 num_leaves=4 num_cat=0 split_feature=2 31 12 split_gain=4.05675 3.75946 2.91416 threshold=0.08894500000000001 -1.0000000180025095e-35 0.09864500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042313931220556587 7.0002980575356168e-05 -0.00016068843819888709 -0.00023330745521847658 leaf_weight=1.7619436972454412 55.566709838167299 32.513120210114721 5.4731647113367208 leaf_count=68 955 1206 266 internal_value=0 -0.000129396 4.24291e-05 internal_weight=0 34.2751 61.0399 internal_count=2495 1274 1221 is_linear=0 shrinkage=0.000400217 Tree=5917 num_leaves=4 num_cat=0 split_feature=3 43 40 split_gain=3.38953 2.98839 1.49492 threshold=0.16983500000000004 -0.51412499999999983 -0.037979999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028762002128893105 -1.2597334002091724e-05 -5.2501088743845068e-05 0.00045139933003238803 leaf_weight=4.2412542177917194 1.6384814873454159 83.985261032747076 3.3118506745668119 leaf_count=44 26 2291 95 internal_value=0 -3.58068e-05 0.000300942 internal_weight=0 88.2265 4.95033 internal_count=2456 2335 121 is_linear=0 shrinkage=0.000400217 Tree=5918 num_leaves=4 num_cat=0 split_feature=52 3 12 split_gain=2.86684 2.66192 1.31491 threshold=-0.24526499999999998 -0.097754999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020165900034418978 0.0063511420108090366 -0.0014650592233735433 -0.020789806502760418 leaf_weight=1.4261489839336716 26.198198841604608 58.450796803250341 3.7244652614426732 leaf_count=19 303 1867 269 internal_value=0 0.000959188 -0.0145664 internal_weight=0 84.649 5.15061 internal_count=2458 2170 288 is_linear=0 shrinkage=0.0204111 Tree=5919 num_leaves=4 num_cat=0 split_feature=1447 43 483 split_gain=2.35426 2.39441 0.785229 threshold=-1.0000000180025095e-35 -0.063379999999999978 0.10263000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022738614398708432 0.0051986567944223953 -0.0019275308587708344 -0.00034942957100944286 leaf_weight=2.3417786423669891 30.86536506441189 53.584003825668333 0.89388137326750428 leaf_count=209 953 1258 33 internal_value=0 0.000680451 -0.016772 internal_weight=0 84.4494 3.23566 internal_count=2453 2211 242 is_linear=0 shrinkage=0.0204111 Tree=5920 num_leaves=4 num_cat=0 split_feature=3 12 16 split_gain=3.65347 3.59811 1.67816 threshold=0.14121000000000003 0.084045000000000022 -0.061664999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3371026320345273e-05 0.00035249650625982209 -0.00016009790263370519 2.5380072694110796e-05 leaf_weight=49.678552166988084 5.3364985180232907 31.041027246830708 4.6954800761304778 leaf_count=711 96 1649 49 internal_value=0 -5.34665e-05 0.000201359 internal_weight=0 80.7196 10.032 internal_count=2505 2360 145 is_linear=0 shrinkage=0.000400217 Tree=5921 num_leaves=4 num_cat=0 split_feature=3 42 376 split_gain=2.9405 3.39758 3.08465 threshold=-0.12077499999999998 0.077855000000000021 0.048375000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026525972660379769 -5.4237113296653976e-05 -5.4652234692215489e-05 0.00022758917964508244 leaf_weight=13.542705966006908 62.334576095861848 8.6549625870247819 6.7980889759783159 leaf_count=158 2069 107 131 internal_value=0 0.000140876 -2.62008e-05 internal_weight=0 22.1977 69.1327 internal_count=2465 265 2200 is_linear=0 shrinkage=0.000400217 Tree=5922 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=2.18783 3.02266 threshold=-1.0000000180025095e-35 0.10637000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041940278623363644 1.192057029644192e-05 -0.00049756957003727607 leaf_weight=1.9385386707726855 90.454191389606422 1.7923826737096522 leaf_count=16 2441 23 internal_value=0 1.42979e-06 internal_weight=0 92.2466 internal_count=2480 2464 is_linear=0 shrinkage=0.000400217 Tree=5923 num_leaves=4 num_cat=0 split_feature=1 49 3 split_gain=3.71494 4.06667 3.42491 threshold=0.094435000000000005 -0.088014999999999996 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051301075528748658 0.00016166692369521353 -4.0278662734769369e-05 -8.1707479398629893e-05 leaf_weight=3.0141524330247185 31.167275649044313 43.569965555321687 13.076379241480025 leaf_count=63 556 1672 186 internal_value=0 -7.20228e-05 8.9712e-05 internal_weight=0 46.5841 44.2437 internal_count=2477 1735 742 is_linear=0 shrinkage=0.000400217 Tree=5924 num_leaves=3 num_cat=0 split_feature=155 483 split_gain=2.4546 2.18222 threshold=0.088610000000000008 0.10297500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016475485384854045 -0.022007208410317197 -0.020269829891841118 leaf_weight=88.856511121555741 1.8304059107540513 1.8220857337146288 leaf_count=2216 155 97 internal_value=0 0.00118269 internal_weight=0 90.6786 internal_count=2468 2313 is_linear=0 shrinkage=0.0204111 Tree=5925 num_leaves=4 num_cat=0 split_feature=151 4 150 split_gain=2.97478 5.44435 3.26453 threshold=0.057610000000000008 0.0047050000000000008 0.11235000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.7556481678360926e-05 -0.030929069252132086 0.0037032917986544668 0.018756678479235081 leaf_weight=76.402775082344306 3.4175258967152322 4.0282890882808715 3.9725274580996475 leaf_count=2250 65 48 70 internal_value=0 -0.0124152 0.000978043 internal_weight=0 7.44581 80.3753 internal_count=2433 113 2320 is_linear=0 shrinkage=0.0204111 Tree=5926 num_leaves=3 num_cat=0 split_feature=8 43 split_gain=2.90737 2.51796 threshold=1.0000000180025095e-35 0.25619500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014091256509542107 0.018872154471367902 -0.025651961920291292 leaf_weight=82.307229348101828 2.7818878364050752 1.7131905539827119 leaf_count=2303 52 130 internal_value=0 -0.00193692 internal_weight=0 84.0204 internal_count=2485 2433 is_linear=0 shrinkage=0.0204111 Tree=5927 num_leaves=4 num_cat=0 split_feature=15 13 42 split_gain=4.4023 3.80477 2.16522 threshold=0.082725000000000007 -0.24588999999999997 -0.40186499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050274364695250453 0.00054449185451706738 -0.00031488811514075255 6.1636614540701575e-05 leaf_weight=0.99269737303256889 0.81064726575277646 8.509481007964494 81.077548855828354 leaf_count=6 7 876 1581 internal_value=0 -0.000234565 5.41344e-05 internal_weight=0 9.32013 82.0702 internal_count=2470 883 1587 is_linear=0 shrinkage=0.000400217 Tree=5928 num_leaves=4 num_cat=0 split_feature=157 0 13 split_gain=2.76229 2.874 0.100028 threshold=0.087580000000000005 0.37339500000000009 -0.0073499999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014403665667232616 -0.012158421150831454 -0.02686458728107979 -0.024630852571971708 leaf_weight=85.575840427358344 0.77752464163495494 1.4091826137155283 1.5260672124713881 leaf_count=2360 60 12 57 internal_value=0 0.000947872 -0.0211798 internal_weight=0 86.985 2.30359 internal_count=2489 2372 117 is_linear=0 shrinkage=0.0204111 Tree=5929 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.77983 4.88257 3.39671 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017675993411558573 -0.014652227238775782 0.00068803930910271813 0.0020560714732894827 leaf_weight=10.792768244529727 5.4444968312745905 13.479930365356266 57.693588547368563 leaf_count=1105 150 141 1032 internal_value=0 -0.00752113 0.000591901 internal_weight=0 24.2727 63.1381 internal_count=2428 1246 1182 is_linear=0 shrinkage=0.0204111 Tree=5930 num_leaves=4 num_cat=0 split_feature=1 4 1444 split_gain=4.14958 3.6212 3.16404 threshold=0.094405000000000003 -0.17339999999999997 -0.084274999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045281123749330569 -0.00026305496231699343 0.00012290780681762297 -0.00010455924471230049 leaf_weight=1.5818706120480772 4.2108329824404782 39.665738925803453 46.099922809517011 leaf_count=30 100 643 1659 internal_value=0 8.52917e-05 -8.50507e-05 internal_weight=0 43.8766 47.6818 internal_count=2432 743 1689 is_linear=0 shrinkage=0.000400217 Tree=5931 num_leaves=4 num_cat=0 split_feature=0 1 2 split_gain=2.83422 3.23903 1.68883 threshold=-0.23078999999999997 0.099515000000000006 0.10599500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018710300049292403 -0.0051207497542508302 0.0033061806014080802 0.001413245799587037 leaf_weight=4.5224493723944743 49.641558899798838 30.647782075306168 4.8145711696706712 leaf_count=39 1810 570 38 internal_value=0 -0.00190393 0.00991363 internal_weight=0 80.2893 9.33702 internal_count=2457 2380 77 is_linear=0 shrinkage=0.0204111 Tree=5932 num_leaves=4 num_cat=0 split_feature=376 42 52 split_gain=3.32743 3.27926 0.520727 threshold=0.048375000000000008 0.091735000000000025 -0.085254999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6065159195239346e-05 0.00010102977244725637 -0.00021211598929621515 0.00036722849509366093 leaf_weight=72.184206183288552 1.7250955228664677 10.506748559753758 4.4974542110576285 leaf_count=1808 41 485 87 internal_value=0 -4.44414e-06 0.00029652 internal_weight=0 82.691 6.22255 internal_count=2421 2293 128 is_linear=0 shrinkage=0.000400217 Tree=5933 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=2.72222 2.48863 threshold=1.0000000180025095e-35 0.12158500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00098951152347689702 -0.017498857434542364 0.0088311865142201174 leaf_weight=71.680295343865509 3.5482408194802693 12.531547969498204 leaf_count=2153 60 236 internal_value=0 0.00048169 internal_weight=0 84.2118 internal_count=2449 2389 is_linear=0 shrinkage=0.0204111 Tree=5934 num_leaves=3 num_cat=0 split_feature=1456 48 split_gain=3.0774 2.45479 threshold=-1.0000000180025095e-35 0.093265000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041281707584477052 -9.0202306852869513e-07 0.00016817303957915831 leaf_weight=2.4544231472391393 71.137430993127055 16.939201598306681 leaf_count=222 1967 260 internal_value=0 3.17873e-05 internal_weight=0 88.0766 internal_count=2449 2227 is_linear=0 shrinkage=0.000400217 Tree=5935 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=2.18726 2.76473 threshold=-0.036024999999999995 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042357005249928027 7.4933049631137669e-05 -6.7026358129654206e-05 leaf_weight=1.8292235308763327 38.511701610044838 50.866025600616922 leaf_count=75 429 1985 internal_value=0 -5.84067e-06 internal_weight=0 89.3777 internal_count=2489 2414 is_linear=0 shrinkage=0.000400217 Tree=5936 num_leaves=3 num_cat=0 split_feature=155 401 split_gain=2.44595 2.19232 threshold=0.090695000000000012 0.085900000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.1972296063678155e-05 -0.00042819193682027963 -0.0003283751248219374 leaf_weight=87.592502270943442 1.7837281982137927 2.5260794191999585 leaf_count=2123 139 204 internal_value=0 3.11966e-05 internal_weight=0 90.1186 internal_count=2466 2327 is_linear=0 shrinkage=0.000400217 Tree=5937 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=2.17483 2.92933 threshold=0.16826500000000003 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2808501495538855e-05 0.00041410827120664628 -0.00044659395540943772 leaf_weight=90.876139266551036 2.0920107468555207 2.0685997594337087 leaf_count=2335 56 77 internal_value=0 1.18366e-05 internal_weight=0 92.9447 internal_count=2468 2412 is_linear=0 shrinkage=0.000400217 Tree=5938 num_leaves=3 num_cat=0 split_feature=1375 151 split_gain=4.11093 2.38569 threshold=-0.43429999999999996 -0.28286499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00065760324118298037 -0.00038856158260580279 2.206720197989881e-05 leaf_weight=1.3837199877743831 2.2147622196971488 87.201294890723148 leaf_count=12 58 2365 internal_value=0 1.1423e-05 internal_weight=0 89.4161 internal_count=2435 2423 is_linear=0 shrinkage=0.000400217 Tree=5939 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=2.33208 8.16711 2.78933 threshold=-0.084024999999999975 -0.084394999999999984 0.094695000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025100106825806166 -0.00622234772850751 0.051842473291783889 0.0022868636413590888 leaf_weight=24.973519969738849 31.604966092501854 1.3700755433601433 32.400493828725303 leaf_count=689 1204 28 537 internal_value=0 0.00528424 -0.00191839 internal_weight=0 26.3436 64.0055 internal_count=2458 717 1741 is_linear=0 shrinkage=0.0204111 Tree=5940 num_leaves=3 num_cat=0 split_feature=3 50 split_gain=2.56434 3.11727 threshold=0.30863500000000005 0.10114000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9511716999338038e-05 0.00039512195166842745 -0.00031820501588046362 leaf_weight=82.606022923253477 2.6242684979806645 4.5105420384388699 leaf_count=2064 102 278 internal_value=0 1.64011e-06 internal_weight=0 87.1166 internal_count=2444 2342 is_linear=0 shrinkage=0.000400217 Tree=5941 num_leaves=4 num_cat=0 split_feature=43 0 12 split_gain=2.35267 2.75411 2.47629 threshold=0.095890000000000017 -0.11749 0.092355000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064474637409720164 -0.013655646866797381 0.015276995060852235 -0.0084097170683423064 leaf_weight=63.768734310448053 1.5948180483101166 7.197618818294357 15.561394440661386 leaf_count=1613 30 204 645 internal_value=0 0.00992332 -0.00114073 internal_weight=0 8.79244 79.3301 internal_count=2492 234 2258 is_linear=0 shrinkage=0.0204111 Tree=5942 num_leaves=4 num_cat=0 split_feature=43 49 11 split_gain=2.63101 4.75131 4.07449 threshold=-0.063379999999999978 -0.083094999999999988 0.080150000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013101648697068767 -0.00036820287273951416 -7.8009546244430407e-06 -0.0003449938367898363 leaf_weight=32.416250379726989 6.5129165707621715 50.734388977660274 3.0528179110115152 leaf_count=1050 74 1278 54 internal_value=0 -4.94419e-05 8.90896e-05 internal_weight=0 57.2473 35.4691 internal_count=2456 1352 1104 is_linear=0 shrinkage=0.000400217 Tree=5943 num_leaves=4 num_cat=0 split_feature=13 13 456 split_gain=3.36802 7.2422 3.05742 threshold=-0.084024999999999975 -0.084334999999999979 0.087015000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.004707724244374106 -0.00041733665157770718 0.051293654688811606 -0.023081185486433307 leaf_weight=24.135407347224831 63.385529888686506 1.3660245973151166 2.4690393624332492 leaf_count=703 1714 23 56 internal_value=0 0.00741649 -0.00130479 internal_weight=0 25.5014 65.8546 internal_count=2496 726 1770 is_linear=0 shrinkage=0.0204111 Tree=5944 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=2.76062 4.45286 4.05134 threshold=-0.061889999999999994 0.077765000000000015 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024103961571773628 0.00050164043750786558 2.4806665411982038e-05 6.2392320697854091e-05 leaf_weight=12.53808414681407 3.7345378097670645 49.82336844800011 27.174450571197667 leaf_count=1110 44 858 415 internal_value=0 -2.89793e-05 0.000117083 internal_weight=0 62.3615 30.909 internal_count=2427 1968 459 is_linear=0 shrinkage=0.000400217 Tree=5945 num_leaves=3 num_cat=0 split_feature=1373 43 split_gain=2.81833 2.53303 threshold=0.099250000000000019 -0.51412499999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015834175965465637 -0.026903254321989655 -0.00036384694918786511 leaf_weight=4.1139454741496584 1.489830639300634 83.301988013556183 leaf_count=41 19 2395 internal_value=0 0.00041774 internal_weight=0 87.4159 internal_count=2455 2436 is_linear=0 shrinkage=0.0204111 Tree=5946 num_leaves=4 num_cat=0 split_feature=14 1456 51 split_gain=2.38798 2.28159 0.138682 threshold=0.076175000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019002282729712384 -0.025601292487507664 -0.017681319129279512 -0.012908268791721859 leaf_weight=85.70620290179977 0.99506173803820308 2.4413197938483782 1.2491812417720201 leaf_count=2191 25 220 59 internal_value=0 0.00133616 -0.0194853 internal_weight=0 88.1475 2.24424 internal_count=2495 2411 84 is_linear=0 shrinkage=0.0204111 Tree=5947 num_leaves=4 num_cat=0 split_feature=3 1 48 split_gain=3.33518 5.33586 2.6309 threshold=-0.12077499999999998 0.094405000000000003 -0.032929999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045447596023593951 -0.00017675099134391585 4.2258726449614216e-05 5.8883625324854891e-05 leaf_weight=3.0170155423693386 33.994527046468647 37.238928536477033 19.685415662646847 leaf_count=27 1585 624 247 internal_value=0 -6.2372e-05 0.000113428 internal_weight=0 71.2335 22.7024 internal_count=2483 2209 274 is_linear=0 shrinkage=0.000400217 Tree=5948 num_leaves=4 num_cat=0 split_feature=128 13 2 split_gain=2.52147 3.27048 0.0961124 threshold=1.0000000180025095e-35 0.0010100000000000003 0.098195000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0678373027156263e-05 -0.00046772663156157096 0.00015297558719977661 -0.00018939282006715072 leaf_weight=69.045914702957816 1.6630451204873673 19.917839934701988 0.47297577553399595 leaf_count=1921 147 380 32 internal_value=0 1.058e-05 -0.000418599 internal_weight=0 88.9638 2.13602 internal_count=2480 2301 179 is_linear=0 shrinkage=0.000400217 Tree=5949 num_leaves=4 num_cat=0 split_feature=0 150 48 split_gain=3.20233 3.1094 0.687867 threshold=-0.23058999999999999 0.12187000000000002 0.084095000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035334390470670148 9.8353522343595774e-06 -0.00048800162600242568 0.00013652368075612768 leaf_weight=4.4663036690617428 80.068435452283666 1.9492221728432912 5.2888812526362017 leaf_count=41 2354 48 35 internal_value=0 -2.64535e-06 0.000238676 internal_weight=0 82.0177 9.75518 internal_count=2478 2402 76 is_linear=0 shrinkage=0.000400217 Tree=5950 num_leaves=4 num_cat=0 split_feature=1 160 0 split_gain=2.78865 2.84499 1.81922 threshold=0.11323000000000001 -0.090969999999999981 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015933199882437306 -0.014856696214222693 -0.00056257106858498371 0.0091374812512660629 leaf_weight=5.313635249493017 1.3296892789658183 66.724434537947673 16.520303012730437 leaf_count=308 10 1796 344 internal_value=0 -0.0017193 0.00726863 internal_weight=0 72.0381 17.85 internal_count=2458 2104 354 is_linear=0 shrinkage=0.0204111 Tree=5951 num_leaves=3 num_cat=0 split_feature=2 9 split_gain=2.24974 2.16241 threshold=-0.18970999999999996 -0.036024999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036536194426748986 0.0004246476045799389 -1.139796197264297e-05 leaf_weight=2.6329928355407892 1.7479531291610317 88.432981353562354 leaf_count=42 67 2363 internal_value=0 -2.4301e-06 internal_weight=0 90.1809 internal_count=2472 2430 is_linear=0 shrinkage=0.000400217 Tree=5952 num_leaves=4 num_cat=0 split_feature=160 1210 15 split_gain=2.31562 2.11682 0.103203 threshold=-0.40446999999999994 -0.08107499999999998 -0.099774999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0073903501731734387 -0.023525425847765177 0.0013892137432376353 -0.022344751019901053 leaf_weight=0.37717436661478165 1.3320975683018321 88.436288589327887 1.7192859149326967 leaf_count=17 116 2168 158 internal_value=0 0.000990653 -0.0201654 internal_weight=0 89.7684 2.09646 internal_count=2459 2284 175 is_linear=0 shrinkage=0.0204111 Tree=5953 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=2.89428 2.42097 threshold=0.099250000000000019 0.13662500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00018263590032273328 -0.02678808959557016 0.013597199068373412 leaf_weight=83.114847719498357 1.4673440652550187 5.8985182542091925 leaf_count=2318 17 138 internal_value=0 0.00108752 internal_weight=0 89.0134 internal_count=2473 2456 is_linear=0 shrinkage=0.0204111 Tree=5954 num_leaves=4 num_cat=0 split_feature=133 128 123 split_gain=2.75644 2.29781 1.01362 threshold=0.10637000000000002 0.085185000000000025 0.085575000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1251755488203179e-05 -0.025101469052250348 -0.02043617326195293 0.010194115303623567 leaf_weight=81.775620820102631 2.4677597469599273 2.2318094260481294 0.32837938703596581 leaf_count=1982 318 140 16 internal_value=0 -0.000509776 -0.0207234 internal_weight=0 84.0074 2.79614 internal_count=2456 2122 334 is_linear=0 shrinkage=0.0204111 Tree=5955 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=2.89409 3.18885 2.85401 threshold=0.095890000000000017 -0.063379999999999978 0.092340000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036118260816405492 0.017005342248652942 -0.0047480688295537306 -0.010095784003532537 leaf_weight=30.406340145524155 6.7427837004397571 50.323006413684197 2.0369202487927396 leaf_count=1094 170 1123 66 internal_value=0 -0.00159871 0.0106698 internal_weight=0 80.7293 8.7797 internal_count=2453 2217 236 is_linear=0 shrinkage=0.0204111 Tree=5956 num_leaves=4 num_cat=0 split_feature=132 13 12 split_gain=2.76465 3.26193 1.73369 threshold=0.079320000000000015 -0.10939499999999998 0.077995000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0070199038144561797 0.018026692532282122 -0.0037509375341126666 0.00022602276616373376 leaf_weight=14.112401299513293 4.9158828176878142 66.371159035705205 4.1752674678282347 leaf_count=182 74 2049 197 internal_value=0 -0.00185519 0.00995364 internal_weight=0 80.4836 9.09115 internal_count=2502 2231 271 is_linear=0 shrinkage=0.0204111 Tree=5957 num_leaves=4 num_cat=0 split_feature=2 150 4 split_gain=3.52393 4.85644 3.90749 threshold=0.090510000000000021 0.083435000000000023 -0.10092 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020505779219148382 -2.6506559769486924e-05 0.00025688524010252618 -0.00016329978035113278 leaf_weight=5.24514061002992 37.217567460756982 12.97316853588927 33.633953373551776 leaf_count=93 899 160 1280 internal_value=0 4.71526e-05 -0.000113159 internal_weight=0 50.1907 38.8791 internal_count=2432 1059 1373 is_linear=0 shrinkage=0.000400217 Tree=5958 num_leaves=4 num_cat=0 split_feature=403 15 12 split_gain=2.26286 2.06541 0.228336 threshold=0.090880000000000016 -0.095804999999999987 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0947007459081986e-05 -5.3306795859006113e-05 5.4323834313665926e-05 -0.00042680076443809065 leaf_weight=24.727390138185001 0.34027299392619204 66.349319653676503 1.9459969265371899 leaf_count=471 23 1802 180 internal_value=0 1.75434e-05 -0.000376297 internal_weight=0 91.0767 2.28627 internal_count=2476 2273 203 is_linear=0 shrinkage=0.000400217 Tree=5959 num_leaves=3 num_cat=0 split_feature=46 1444 split_gain=2.31269 2.56134 threshold=1.0000000180025095e-35 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.024885014288646281 -0.020722714796646377 -0.00064000928742454237 leaf_weight=1.5583843800413877 2.2252044402994207 83.997260224554338 leaf_count=24 44 2396 internal_value=0 -0.000143157 internal_weight=0 85.5556 internal_count=2464 2420 is_linear=0 shrinkage=0.0204111 Tree=5960 num_leaves=3 num_cat=0 split_feature=156 8 split_gain=2.29546 2.18369 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040221569143592304 3.3282525170070542e-05 0.00035398908322939709 leaf_weight=1.7581100127790694 87.313255363525968 3.4288308013929045 leaf_count=129 2297 54 internal_value=0 4.58222e-05 internal_weight=0 90.7421 internal_count=2480 2351 is_linear=0 shrinkage=0.000400217 Tree=5961 num_leaves=4 num_cat=0 split_feature=52 1374 12 split_gain=2.27961 2.3666 0.841815 threshold=-0.40306999999999998 -0.094929999999999987 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024340971204290786 -0.00036625842990920871 8.6578872105947083e-06 -0.00040714106802832898 leaf_weight=0.28252093878836637 2.6736672912957138 84.454161714747897 2.8909981970718936 leaf_count=6 39 2173 262 internal_value=0 -3.30237e-06 -0.000342905 internal_weight=0 87.1278 3.17352 internal_count=2480 2212 268 is_linear=0 shrinkage=0.000400217 Tree=5962 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=2.22578 3.3153 threshold=0.153865 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.0761872481370417e-06 0.00036438335159025623 -0.00050202643380212425 leaf_weight=87.753144211672407 2.5215570355067021 2.0199720204145697 leaf_count=2300 81 79 internal_value=0 -8.90026e-06 internal_weight=0 89.7731 internal_count=2460 2379 is_linear=0 shrinkage=0.000400217 Tree=5963 num_leaves=4 num_cat=0 split_feature=457 1456 2 split_gain=2.80555 2.51162 1.67619 threshold=-0.079829999999999984 1.0000000180025095e-35 0.11270000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042160668488857336 3.7772431512358489e-05 -0.00039422007119811449 8.3749038858400398e-05 leaf_weight=3.5640613876748821 84.889492878985038 2.1003051253974254 1.4264879324473438 leaf_count=149 2179 174 18 internal_value=0 2.68489e-05 -0.000278489 internal_weight=0 86.9898 4.99055 internal_count=2520 2353 167 is_linear=0 shrinkage=0.000400217 Tree=5964 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=2.75605 9.30082 3.85018 threshold=-0.061889999999999994 -0.10161999999999997 -0.054384999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3487335239688884e-05 0.00047743920967869278 -0.00027000863969001425 5.0841029880343178e-05 leaf_weight=42.534041772967612 3.784233066384334 19.419994309486356 26.316915126692038 leaf_count=482 46 1517 405 internal_value=0 -4.13482e-05 0.000106042 internal_weight=0 61.954 30.1011 internal_count=2450 1999 451 is_linear=0 shrinkage=0.000400217 Tree=5965 num_leaves=4 num_cat=0 split_feature=3 3 42 split_gain=3.29504 5.52639 2.26803 threshold=-0.10072999999999999 -0.049374999999999995 0.094055000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0073758689125707679 -0.014312788155585777 -0.00030062866625540311 -0.0090319977213265557 leaf_weight=21.719626487774807 15.723266109289396 45.211868228718231 4.0833984503697129 leaf_count=290 1494 646 53 internal_value=0 -0.00393585 0.00475147 internal_weight=0 60.9351 25.803 internal_count=2483 2140 343 is_linear=0 shrinkage=0.0204111 Tree=5966 num_leaves=4 num_cat=0 split_feature=15 13 15 split_gain=2.87058 3.54393 3.21449 threshold=0.084050000000000014 -0.24588999999999997 0.059235000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.5018971459865477e-06 0.00055547722842552011 -0.00029571458326397085 0.00040991388108762775 leaf_weight=80.498156307408863 0.76421638665487979 7.9752868471405218 3.2157579817576325 leaf_count=1564 6 845 69 internal_value=0 -0.000215198 2.44485e-05 internal_weight=0 8.7395 83.7139 internal_count=2484 851 1633 is_linear=0 shrinkage=0.000400217 Tree=5967 num_leaves=4 num_cat=0 split_feature=1 4 457 split_gain=2.86018 3.49309 2.80136 threshold=0.088975000000000012 -0.083954999999999988 0.041935000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.192221446909039e-05 1.1499383786291348e-05 -0.00019564076069959345 0.00023599697360166729 leaf_weight=14.248597516823791 44.496548726478068 20.404398355847661 11.022025363694409 leaf_count=353 831 1138 121 internal_value=0 -8.98778e-05 5.64539e-05 internal_weight=0 34.653 55.5186 internal_count=2443 1491 952 is_linear=0 shrinkage=0.000400217 Tree=5968 num_leaves=4 num_cat=0 split_feature=2 1 2 split_gain=2.64909 3.20865 2.19099 threshold=0.097940000000000013 0.11588000000000001 0.10323500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4465525191048026e-05 0.00030449665182740891 0.00020275069471863919 5.9123192474534598e-05 leaf_weight=45.33382694822285 6.9632380017064852 7.7319879837159524 33.605390699660347 leaf_count=1565 116 131 653 internal_value=0 -3.37317e-05 0.000101961 internal_weight=0 53.0658 40.5686 internal_count=2465 1696 769 is_linear=0 shrinkage=0.000400217 Tree=5969 num_leaves=4 num_cat=0 split_feature=1447 15 123 split_gain=2.45852 3.09726 1.98752 threshold=-1.0000000180025095e-35 -0.24269999999999997 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045412543985404061 0.00026803230174397749 7.1100180043049566e-06 0.00034254816005635801 leaf_weight=2.719752133092697 7.8957448343280694 81.039346094883513 0.52334028505720187 leaf_count=227 202 2052 8 internal_value=0 3.05829e-05 -0.000318424 internal_weight=0 88.9351 3.24309 internal_count=2489 2254 235 is_linear=0 shrinkage=0.000400217 Tree=5970 num_leaves=3 num_cat=0 split_feature=1444 39 split_gain=2.24676 2.29173 threshold=-0.084274999999999989 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045817052783798511 -1.2734364388366705e-05 0.00044205831686540225 leaf_weight=1.6081374333880365 88.086339499895985 1.699200672795995 leaf_count=27 2430 19 internal_value=0 -3.5875e-06 internal_weight=0 89.7855 internal_count=2476 2449 is_linear=0 shrinkage=0.000400217 Tree=5971 num_leaves=4 num_cat=0 split_feature=158 15 156 split_gain=2.31602 2.30477 2.19812 threshold=0.096590000000000023 -0.25061999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040113692760088956 0.00036035303298723127 -0.00041088862194784646 4.3851869590114866e-05 leaf_weight=1.7050105229227472 0.66788083806750398 3.2904881234353516 84.390326339351304 leaf_count=135 41 154 2132 internal_value=0 -0.000274427 3.45299e-05 internal_weight=0 3.95837 86.0953 internal_count=2462 195 2267 is_linear=0 shrinkage=0.000400217 Tree=5972 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=2.69742 2.5136 threshold=-0.097454999999999986 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023509473310100188 0.0030189987563871189 -0.0040216168856312458 leaf_weight=1.9253930235281576 53.513622034297441 34.745832291431725 leaf_count=33 779 1638 internal_value=0 0.000245677 internal_weight=0 88.2595 internal_count=2450 2417 is_linear=0 shrinkage=0.0204111 Tree=5973 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=2.94912 4.92147 3.22084 threshold=0.077765000000000015 -0.076929999999999985 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9429418169282113e-05 6.3135824514404747e-05 -0.00032276561374828812 -0.00014029580137174213 leaf_weight=13.610710389442831 46.35284276951279 13.185035331458492 16.925002098840196 leaf_count=510 936 805 239 internal_value=0 -0.000149592 8.57202e-06 internal_weight=0 26.7957 63.2778 internal_count=2490 1315 1175 is_linear=0 shrinkage=0.000400217 Tree=5974 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=2.19211 2.03212 threshold=-1.0000000180025095e-35 -0.12077499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042479485252221345 9.4742474243628765e-05 -4.7225809682799367e-05 leaf_weight=1.7550135391938955 21.092288125182677 67.651226717513055 leaf_count=72 268 2143 internal_value=0 -1.34064e-05 internal_weight=0 88.7435 internal_count=2483 2411 is_linear=0 shrinkage=0.000400217 Tree=5975 num_leaves=3 num_cat=0 split_feature=39 13 split_gain=2.52033 2.96635 threshold=0.13507500000000003 0.27266500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012230042509770117 0.021606896097240966 -0.023517488440373852 leaf_weight=86.419592380118047 2.344737851759418 1.955355880112619 leaf_count=2435 30 32 internal_value=0 0.000646539 internal_weight=0 88.3749 internal_count=2497 2467 is_linear=0 shrinkage=0.0204111 Tree=5976 num_leaves=3 num_cat=0 split_feature=46 1444 split_gain=2.68729 2.41501 threshold=0.081930000000000017 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00046584059412262357 -0.00048039079921899451 -1.963130351206909e-05 leaf_weight=1.5624124978785392 1.8798319253837679 83.040155608374334 leaf_count=27 40 2405 internal_value=0 -1.00619e-05 internal_weight=0 84.6026 internal_count=2472 2432 is_linear=0 shrinkage=0.000400217 Tree=5977 num_leaves=4 num_cat=0 split_feature=480 151 16 split_gain=2.59979 2.0248 0.0425273 threshold=0.08598500000000002 -0.51118499999999989 -0.18708499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019970195209499959 -0.0097324607832699576 0.0016044490517016922 -0.022046198045461568 leaf_weight=1.7390751553430153 0.40593674092087928 87.197507340675656 1.8727989079161478 leaf_count=40 10 2304 157 internal_value=0 0.001158 -0.0204112 internal_weight=0 88.9366 2.27874 internal_count=2511 2344 167 is_linear=0 shrinkage=0.0204111 Tree=5978 num_leaves=4 num_cat=0 split_feature=43 43 11 split_gain=3.09154 3.80923 2.50664 threshold=-0.063379999999999978 -0.00051499999999999994 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011624558549423576 -0.00038699988486223347 -3.1279068667315367e-05 -0.00028153433591574818 leaf_weight=32.704910191165254 5.228350671754014 49.958275325687282 2.6442200571618732 leaf_count=1065 471 901 42 internal_value=0 -6.56952e-05 8.56955e-05 internal_weight=0 55.1866 35.3491 internal_count=2479 1372 1107 is_linear=0 shrinkage=0.000400217 Tree=5979 num_leaves=3 num_cat=0 split_feature=453 150 split_gain=2.31738 2.63197 threshold=1.0000000180025095e-35 -0.073399999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015945126717375208 -0.017188695486284825 -0.00073222187372034913 leaf_weight=4.0290317358449093 3.2569485096901181 82.08770215061304 leaf_count=35 59 2382 internal_value=0 6.77311e-05 internal_weight=0 86.1167 internal_count=2476 2417 is_linear=0 shrinkage=0.0204111 Tree=5980 num_leaves=4 num_cat=0 split_feature=4 151 1 split_gain=2.31012 5.61207 2.84656 threshold=0.0063750000000000013 0.0036750000000000007 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8498572170309889e-05 -0.00018851767325299025 -0.00052702545609196376 0.0001131178865368313 leaf_weight=44.004048477396282 5.7325986661635389 3.6631692773662499 35.339304442342836 leaf_count=1699 223 75 475 internal_value=0 -5.87217e-05 7.06191e-05 internal_weight=0 47.6672 41.0719 internal_count=2472 1774 698 is_linear=0 shrinkage=0.000400217 Tree=5981 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=3.16151 2.6693 0.0352663 threshold=0.50657000000000008 -0.10674499999999999 -0.14596499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4759540220275309e-05 0.00022664219354556972 -9.7377733998611673e-05 0.0003926655481813806 leaf_weight=36.871723112701147 0.87183630658546496 49.400058046947379 2.4050201315694713 leaf_count=406 22 1921 107 internal_value=0 -3.66504e-05 0.000357441 internal_weight=0 86.2718 3.27686 internal_count=2456 2327 129 is_linear=0 shrinkage=0.000400217 Tree=5982 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=2.82109 3.00339 threshold=-1.0000000180025095e-35 -0.095804999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021002169619694838 -0.0058724905302762961 0.0027162153366903671 leaf_weight=2.5182360307080662 22.922772841353435 64.238625528501871 leaf_count=237 473 1774 internal_value=0 0.000452816 internal_weight=0 87.1614 internal_count=2484 2247 is_linear=0 shrinkage=0.0204111 Tree=5983 num_leaves=3 num_cat=0 split_feature=1444 2 split_gain=2.3931 2.40607 threshold=-0.084274999999999989 0.16826500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023278570196239724 -0.0015997378684526227 0.020093702297942082 leaf_weight=1.6028757556341577 86.329072676282522 2.0721516829507882 leaf_count=24 2415 57 internal_value=0 -0.00106646 internal_weight=0 88.4012 internal_count=2496 2472 is_linear=0 shrinkage=0.0204111 Tree=5984 num_leaves=3 num_cat=0 split_feature=376 130 split_gain=2.83062 2.50697 threshold=0.088470000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.0908888333157737e-06 0.00035257963624471799 -0.00038653341512628821 leaf_weight=83.77214306195674 3.5840419791929881 2.5623283957193044 leaf_count=2109 51 328 internal_value=0 -5.07704e-06 internal_weight=0 86.3345 internal_count=2488 2437 is_linear=0 shrinkage=0.000400217 Tree=5985 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=2.25737 3.14703 2.22967 threshold=-0.046989999999999997 -0.0064899999999999992 -0.065909999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6518337494545382e-05 -0.00028897794697292932 -8.1115500690446882e-06 0.00043509703417939809 leaf_weight=31.685914370602404 7.1527084893241399 53.125327721423673 2.5986218236648702 leaf_count=692 212 1527 44 internal_value=0 -4.19137e-05 8.65359e-05 internal_weight=0 60.278 34.2845 internal_count=2475 1739 736 is_linear=0 shrinkage=0.000400217 Tree=5986 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.32255 2.83886 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039196209850675222 0.00075552644580462527 2.6853060982606939e-05 leaf_weight=1.9875193906773336 0.75299897301010688 88.769691388159117 leaf_count=221 3 2200 internal_value=0 3.39182e-05 internal_weight=0 89.5227 internal_count=2424 2203 is_linear=0 shrinkage=0.000400217 Tree=5987 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=3.22545 2.71035 threshold=0.2506000000000001 -0.40306999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020525723259880439 -0.026686568161135533 0.0012847199806169593 leaf_weight=2.3318520382890702 1.7234996100887645 82.76269875746766 leaf_count=244 12 2195 internal_value=0 0.00066086 internal_weight=0 85.0946 internal_count=2451 2439 is_linear=0 shrinkage=0.0204111 Tree=5988 num_leaves=3 num_cat=0 split_feature=1348 4 split_gain=2.64634 2.5223 threshold=0.084620000000000015 0.27626000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.225099548073575e-05 0.00034413539276961422 0.0001456035429932267 leaf_weight=75.499523796303038 3.3237985565210684 13.380007293089873 leaf_count=2182 51 252 internal_value=0 -1.38236e-05 internal_weight=0 88.8795 internal_count=2485 2434 is_linear=0 shrinkage=0.000400217 Tree=5989 num_leaves=3 num_cat=0 split_feature=148 12 split_gain=2.54748 2.71945 threshold=-0.082084999999999977 0.079890000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017051271169835774 0.0037917551898743978 -0.0035053991341421641 leaf_weight=3.5077808174537486 46.072381724392471 39.341533063239694 leaf_count=71 650 1770 internal_value=0 0.000430507 internal_weight=0 85.4139 internal_count=2491 2420 is_linear=0 shrinkage=0.0204111 Tree=5990 num_leaves=4 num_cat=0 split_feature=403 52 15 split_gain=2.41301 2.32574 0.628808 threshold=-0.088654999999999984 -0.047889999999999995 -0.14735499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0076931036705893364 0.0037602134649361335 -0.0033486707405159777 -0.022009416211683275 leaf_weight=0.27618255151901427 29.348068901759689 54.809796476674819 2.7440440279970053 leaf_count=17 721 1403 305 internal_value=0 -0.000867913 -0.0191154 internal_weight=0 84.1579 3.02023 internal_count=2446 2124 322 is_linear=0 shrinkage=0.0204111 Tree=5991 num_leaves=4 num_cat=0 split_feature=0 3 48 split_gain=2.31904 4.22175 2.77478 threshold=-0.074434999999999987 0.090810000000000016 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014062223610463592 0.0004377740963795706 8.558581962980786e-05 4.100357215317024e-05 leaf_weight=34.762926180454087 2.981948443572036 21.18287297419738 32.688588584998797 leaf_count=1515 31 196 694 internal_value=0 -5.49727e-05 7.54384e-05 internal_weight=0 55.9458 35.6705 internal_count=2436 1711 725 is_linear=0 shrinkage=0.000400217 Tree=5992 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.52598 2.85915 threshold=-0.5356749999999999 -0.24588999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045011319513077621 0.00029965749149818221 -1.843913569520067e-06 leaf_weight=1.7834430247312401 5.2611051206913535 80.741670692326807 leaf_count=22 102 2351 internal_value=0 1.69657e-05 internal_weight=0 86.0028 internal_count=2475 2453 is_linear=0 shrinkage=0.000400217 Tree=5993 num_leaves=3 num_cat=0 split_feature=39 31 split_gain=2.46498 2.30286 threshold=0.16946000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021723366777828105 0.022423939663481281 -0.0022135224767807237 leaf_weight=1.5977292999159534 1.6861564024584357 82.438678279897431 leaf_count=65 21 2338 internal_value=0 -0.00173013 internal_weight=0 84.0364 internal_count=2424 2403 is_linear=0 shrinkage=0.0204111 Tree=5994 num_leaves=4 num_cat=0 split_feature=150 484 2 split_gain=2.44354 3.27023 2.96643 threshold=0.081245000000000026 -0.0068949999999999992 0.092180000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033059231075864771 -1.3455356987747569e-05 2.2013063605618613e-06 0.00028713701672330338 leaf_weight=4.9871121253636366 10.735458329319956 65.243842545351072 10.17772654980581 leaf_count=375 179 1747 151 internal_value=0 -2.1919e-05 0.000133583 internal_weight=0 70.231 20.9132 internal_count=2452 2122 330 is_linear=0 shrinkage=0.000400217 Tree=5995 num_leaves=3 num_cat=0 split_feature=1373 147 split_gain=2.44494 2.20496 threshold=0.09586500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024220163419523856 -0.024833303244757209 0.0018544528003319684 leaf_weight=1.2604601602652099 1.3863465072936367 88.434669640453649 leaf_count=20 22 2442 internal_value=0 0.00145829 internal_weight=0 89.6951 internal_count=2484 2462 is_linear=0 shrinkage=0.0204111 Tree=5996 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=2.20006 3.48627 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041983247293064823 -1.5133631398355126e-05 -0.0005750811498076993 leaf_weight=1.692101478576659 86.968067447582143 1.7064580046971958 leaf_count=8 2374 75 internal_value=0 -2.66209e-05 internal_weight=0 88.6745 internal_count=2457 2449 is_linear=0 shrinkage=0.000400217 Tree=5997 num_leaves=4 num_cat=0 split_feature=48 51 150 split_gain=2.77771 3.43788 3.40997 threshold=0.091545000000000015 0.087505000000000013 0.086615000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012185107811160021 0.0020655239533474766 -0.013716286364619919 0.019957061478957507 leaf_weight=59.95845711072252 12.64435795415193 7.0780121907264393 6.7513022358434673 leaf_count=1897 246 237 63 internal_value=0 -0.000378614 0.00837207 internal_weight=0 67.0365 19.3957 internal_count=2443 2134 309 is_linear=0 shrinkage=0.0204111 Tree=5998 num_leaves=3 num_cat=0 split_feature=33 1 split_gain=2.48991 2.39785 threshold=-1.0000000180025095e-35 0.088975000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044784335824837374 -6.8722723119048199e-05 6.3969554986575926e-05 leaf_weight=1.8306006204802532 36.612442916048167 53.615942226897459 leaf_count=23 1544 931 internal_value=0 1.01079e-05 internal_weight=0 90.2284 internal_count=2498 2475 is_linear=0 shrinkage=0.000400217 Tree=5999 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=2.8241 3.12965 threshold=-0.094929999999999987 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037463493498163768 0.00010241669616620537 -5.008459802518197e-05 leaf_weight=3.0009828070760696 36.724511790554971 51.849829926301027 leaf_count=42 422 2042 internal_value=0 1.31946e-05 internal_weight=0 88.5743 internal_count=2506 2464 is_linear=0 shrinkage=0.000400217 Tree=6000 num_leaves=4 num_cat=0 split_feature=52 1375 16 split_gain=2.74745 4.07828 1.87393 threshold=-0.24526499999999998 -0.43429999999999996 0.052690000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01680861973069402 -0.034822608198637785 0.0011599458486091839 -0.02141820295560486 leaf_weight=0.53798252336855412 1.2215296934882633 82.465905053093593 3.6311892630474176 leaf_count=6 8 2169 273 internal_value=0 0.000588906 -0.0161749 internal_weight=0 83.6874 4.16917 internal_count=2456 2177 279 is_linear=0 shrinkage=0.0204111 Tree=6001 num_leaves=4 num_cat=0 split_feature=48 52 52 split_gain=2.30735 3.33068 3.14118 threshold=-0.064549999999999982 -0.0064899999999999992 -0.08130999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.008690300789718837 0.0053583346338159131 0.020293174527161461 -0.0034166834671064939 leaf_weight=2.3765870248316787 23.448878585415514 4.9412078084424129 60.894624649077741 leaf_count=66 568 57 1794 internal_value=0 0.0108912 -0.000973215 internal_weight=0 7.31779 84.3435 internal_count=2485 123 2362 is_linear=0 shrinkage=0.0204111 Tree=6002 num_leaves=4 num_cat=0 split_feature=52 15 52 split_gain=2.45887 4.14521 2.73641 threshold=-0.046989999999999997 0.035895000000000003 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0060743603468622715 -0.015299562337585972 -0.019988534504459039 -0.0014376316278954413 leaf_weight=30.247171415827324 6.6520749509763837 2.6657160545873912 48.55216976976044 leaf_count=657 198 83 1482 internal_value=0 0.00390283 -0.00313557 internal_weight=0 32.9129 55.2042 internal_count=2420 740 1680 is_linear=0 shrinkage=0.0204111 Tree=6003 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=3.24935 8.15568 2.40876 threshold=-0.10072999999999999 -0.049374999999999995 0.0037600000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.646215670492065e-05 -0.00032711103181923642 1.4889582814479057e-05 0.00032198870851254946 leaf_weight=20.856395551803875 14.438593737548215 48.01365989173064 6.0235460933363347 leaf_count=298 1422 663 55 internal_value=0 -6.46229e-05 0.000101516 internal_weight=0 62.4523 26.8799 internal_count=2438 2085 353 is_linear=0 shrinkage=0.000400217 Tree=6004 num_leaves=4 num_cat=0 split_feature=43 457 43 split_gain=2.5618 3.60018 3.37652 threshold=-0.074459999999999985 -0.14786499999999997 -0.07581499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1825433695063479e-05 0.0004476684284440209 -9.848446991613625e-05 0.00064102736157559755 leaf_weight=30.134070297797738 1.8922710087208532 56.446425751957577 1.4203147338121187 leaf_count=953 13 1480 18 internal_value=0 -7.99459e-05 6.14162e-05 internal_weight=0 58.3387 31.5544 internal_count=2464 1493 971 is_linear=0 shrinkage=0.000400217 Tree=6005 num_leaves=4 num_cat=0 split_feature=480 1 2 split_gain=2.23478 1.95626 0.386953 threshold=0.084710000000000021 0.094405000000000003 0.11665000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014598107326378954 -0.021675701305882498 0.0046493076192813442 -0.0029991067640018423 leaf_weight=45.572504119651057 1.9544399769147269 41.746074950395268 0.64670999437657872 leaf_count=1594 167 691 25 internal_value=0 0.00146311 -0.0173476 internal_weight=0 87.3186 2.60115 internal_count=2477 2285 192 is_linear=0 shrinkage=0.0204111 Tree=6006 num_leaves=4 num_cat=0 split_feature=12 12 4 split_gain=3.06127 3.50742 3.01906 threshold=0.09864500000000001 0.097865000000000021 0.5087600000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8334195011263947e-05 -0.00029898549092234855 0.00046799054632226574 0.00031347826498675916 leaf_weight=77.998481552451267 8.0945835337988665 2.7697731676744288 1.4347796259680752 leaf_count=2065 346 28 22 internal_value=0 3.43807e-05 -0.000204201 internal_weight=0 80.7683 9.52936 internal_count=2461 2093 368 is_linear=0 shrinkage=0.000400217 Tree=6007 num_leaves=4 num_cat=0 split_feature=43 2 42 split_gain=3.28212 2.70992 2.05031 threshold=0.14198000000000002 0.16826500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1256018886851621e-05 0.00038194828774024803 0.00041220293156262112 -0.00013229340932578156 leaf_weight=80.753043164946575 4.62176281984648 1.8731984942569386 1.6191580171580424 leaf_count=2245 130 50 55 internal_value=0 -4.99791e-05 0.000248552 internal_weight=0 82.6262 6.24092 internal_count=2480 2295 185 is_linear=0 shrinkage=0.000400217 Tree=6008 num_leaves=4 num_cat=0 split_feature=42 49 43 split_gain=2.19025 5.4063 3.51078 threshold=0.091735000000000025 -0.0058449999999999986 0.095890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.2586761887533207e-05 0.000233476981222389 -0.00033119717165805179 0.00031661124751000745 leaf_weight=70.334077704232186 3.9751983700552946 8.0464724457997345 6.5491470318684142 leaf_count=1749 55 462 174 internal_value=0 -0.000144045 3.89073e-05 internal_weight=0 12.0217 76.8832 internal_count=2440 517 1923 is_linear=0 shrinkage=0.000400217 Tree=6009 num_leaves=3 num_cat=0 split_feature=2 48 split_gain=3.20411 2.63623 threshold=-0.18970999999999996 -0.097454999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041719766184546511 -0.00047740117207313413 -2.0676292474162093e-05 leaf_weight=2.5156752386828876 1.9598926458274935 88.987428301894397 leaf_count=41 33 2393 internal_value=0 -3.10935e-05 internal_weight=0 90.9473 internal_count=2467 2426 is_linear=0 shrinkage=0.000400217 Tree=6010 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=2.51446 6.45859 3.6117 threshold=-0.10674499999999999 -0.075434999999999988 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015562339517161166 -0.0002441469366199243 5.3588112140993204e-05 -0.0001278336728383619 leaf_weight=31.826750399064622 16.8474187432912 37.325462999047886 9.2030108825128973 leaf_count=359 1276 772 86 internal_value=0 -3.93182e-05 9.18689e-05 internal_weight=0 54.1729 41.0298 internal_count=2493 2048 445 is_linear=0 shrinkage=0.000400217 Tree=6011 num_leaves=4 num_cat=0 split_feature=43 11 43 split_gain=2.61428 3.74535 3.66631 threshold=-0.063379999999999978 0.080455000000000013 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0067730526504917662 -0.018462875702326347 -0.018123649180299951 -0.00064340986128074286 leaf_weight=31.740293882514379 5.1921860736474619 2.6263206807343513 51.768685698816626 leaf_count=1039 480 45 893 internal_value=0 0.00481775 -0.00230075 internal_weight=0 34.3666 56.9609 internal_count=2457 1084 1373 is_linear=0 shrinkage=0.0204111 Tree=6012 num_leaves=4 num_cat=0 split_feature=123 47 2 split_gain=2.93933 2.9883 1.5465 threshold=1.0000000180025095e-35 0.13693500000000003 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6379188048869049e-06 -2.5719049113130848e-05 -0.00050233992227057868 0.00034215849874074696 leaf_weight=78.065358133291738 2.633684190863276 1.885919342515989 5.7797958440496586 leaf_count=2207 89 30 118 internal_value=0 -1.90169e-05 0.000228176 internal_weight=0 79.9513 8.41348 internal_count=2444 2237 207 is_linear=0 shrinkage=0.000400217 Tree=6013 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=3.79891 3.50628 2.77185 threshold=-0.075969999999999996 -0.10161999999999997 -0.069909999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052509775515669865 0.011286293137289131 -0.012791871216192434 -0.00018088855760224078 leaf_weight=37.802450379651418 15.980700775973672 12.955009239332865 19.323391737561906 leaf_count=473 308 1188 485 internal_value=0 -0.00367726 0.0050291 internal_weight=0 50.7575 35.3041 internal_count=2454 1661 793 is_linear=0 shrinkage=0.0204111 Tree=6014 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=3.4816 2.76041 threshold=0.27266500000000005 -0.074434999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019024828150385668 -0.023477389665470683 0.0056838171047916448 leaf_weight=52.730884447406424 2.3868186904437598 32.026301410682208 leaf_count=1711 38 719 internal_value=0 0.000967789 internal_weight=0 84.7572 internal_count=2468 2430 is_linear=0 shrinkage=0.0204111 Tree=6015 num_leaves=3 num_cat=0 split_feature=1374 51 split_gain=2.60448 2.1105 threshold=-0.094929999999999987 0.084705000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.000341730237854497 -5.8700351573700035e-06 0.00015385883939329219 leaf_weight=3.1480503589264108 74.988983238745277 15.979466591761591 leaf_count=41 2093 354 internal_value=0 2.23425e-05 internal_weight=0 90.9684 internal_count=2488 2447 is_linear=0 shrinkage=0.000400217 Tree=6016 num_leaves=4 num_cat=0 split_feature=42 376 132 split_gain=2.40109 3.4211 3.12268 threshold=-0.0044549999999999998 0.048375000000000008 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030031972566104802 -7.3237024361375309e-06 0.00039449260687570125 0.00016752420511772026 leaf_weight=8.8409375810479087 74.13035034828863 3.4446358339628196 2.9866138870129353 leaf_count=551 1681 110 130 internal_value=0 1.10614e-05 -0.00018172 internal_weight=0 77.575 11.8276 internal_count=2472 1791 681 is_linear=0 shrinkage=0.000400217 Tree=6017 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.89067 2.77726 threshold=-0.094929999999999987 0.092360000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01876098393840054 7.7856022814391077e-05 0.015403868491317169 leaf_weight=3.0867731903563245 82.516432257245469 5.1268098317668764 leaf_count=42 2337 71 internal_value=0 0.000992882 internal_weight=0 87.6432 internal_count=2450 2408 is_linear=0 shrinkage=0.0204111 Tree=6018 num_leaves=4 num_cat=0 split_feature=15 39 15 split_gain=2.50485 2.41445 0.123244 threshold=-0.46714499999999998 0.16946000000000003 -0.47612499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039827797075672088 -3.3776400239558303e-05 0.00044039111848958435 0.0002111330448104531 leaf_weight=1.8291192527685782 85.316304461475738 1.6437515723519016 1.5199630192364555 leaf_count=68 2384 14 27 internal_value=0 -2.42587e-05 0.000322921 internal_weight=0 86.9601 3.34908 internal_count=2493 2398 95 is_linear=0 shrinkage=0.000400217 Tree=6019 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=2.98156 2.59093 1.44789 threshold=0.12337000000000002 -0.53670499999999988 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.023503636100581874 0.01825602232831796 -0.0012757777415609924 0.0033946097030098381 leaf_weight=1.6882432736456383 5.2539703132497362 74.925405484609655 5.691172669743537 leaf_count=13 128 2208 104 internal_value=0 -0.000696241 0.0106411 internal_weight=0 76.6136 10.9451 internal_count=2453 2221 232 is_linear=0 shrinkage=0.0204111 Tree=6020 num_leaves=4 num_cat=0 split_feature=376 3 2 split_gain=2.34212 2.98259 0.83497 threshold=0.048375000000000008 -0.10115999999999999 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.241361490556791e-05 4.6605455130083393e-05 -9.0609914845878414e-05 0.00035503286541417188 leaf_weight=26.075638209775207 2.509401391944265 57.279159067082219 3.200467734655831 leaf_count=344 65 1984 65 internal_value=0 -3.9583e-05 0.000222987 internal_weight=0 83.3548 5.70987 internal_count=2458 2328 130 is_linear=0 shrinkage=0.000400217 Tree=6021 num_leaves=4 num_cat=0 split_feature=52 52 4 split_gain=2.70461 4.71114 3.23343 threshold=-0.047889999999999995 -0.0064899999999999992 0.0063750000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8265846952056984e-06 -0.00036089743171452746 -8.7291874021353568e-06 0.00026991251832636992 leaf_weight=21.122717672682487 6.8364716480391499 48.978572450450883 10.826973772585914 leaf_count=582 221 1487 178 internal_value=0 -5.25005e-05 9.32997e-05 internal_weight=0 55.815 31.9497 internal_count=2468 1708 760 is_linear=0 shrinkage=0.000400217 Tree=6022 num_leaves=4 num_cat=0 split_feature=43 13 150 split_gain=3.05773 4.3761 3.62841 threshold=-0.063379999999999978 0.26937000000000005 0.082295000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014618524975412871 -0.00010661248399765706 -0.0003920736787693182 0.00013111478979115114 leaf_weight=30.242550299211871 42.980129379697246 2.5217772607575162 13.403699245285678 leaf_count=1026 1228 43 144 internal_value=0 0.000103563 -4.99515e-05 internal_weight=0 32.7643 56.3838 internal_count=2441 1069 1372 is_linear=0 shrinkage=0.000400217 Tree=6023 num_leaves=3 num_cat=0 split_feature=39 51 split_gain=2.25148 2.83472 threshold=0.16946000000000003 0.15177500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034921962308911752 0.022323547397033874 -0.025527170070535971 leaf_weight=82.670622831978108 1.6610965890577052 1.7940314638290136 leaf_count=2372 22 60 internal_value=0 -0.000917086 internal_weight=0 84.4647 internal_count=2454 2432 is_linear=0 shrinkage=0.0204111 Tree=6024 num_leaves=4 num_cat=0 split_feature=2 15 2 split_gain=2.6319 3.76166 2.57961 threshold=0.097940000000000013 -0.0070549999999999996 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082819618049047496 0.017243738336546216 0.0031359238943614739 0.0014723935514533389 leaf_weight=29.239897834711883 4.8332277489680555 20.279049408869469 34.438306281626865 leaf_count=781 70 922 678 internal_value=0 -0.00360957 0.00345691 internal_weight=0 49.5189 39.2715 internal_count=2451 1703 748 is_linear=0 shrinkage=0.0204111 Tree=6025 num_leaves=4 num_cat=0 split_feature=124 39 123 split_gain=2.38243 2.87553 2.65698 threshold=-0.043384999999999993 0.14059500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022169638190215201 -3.3495259151425251e-05 0.0004135407140982064 0.00032395901304574083 leaf_weight=1.7491765608501717 82.696499889449115 2.259035325376316 6.3487120945064817 leaf_count=49 2247 27 153 internal_value=0 -2.10796e-05 0.000204679 internal_weight=0 84.9555 8.09789 internal_count=2476 2274 202 is_linear=0 shrinkage=0.000400217 Tree=6026 num_leaves=3 num_cat=0 split_feature=43 16 split_gain=2.43764 2.61617 threshold=-0.51412499999999983 0.15539500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015019539653129178 0.00065952020436151407 -0.0094274553162578753 leaf_weight=4.143452942109433 73.713355130510536 12.419308082990026 leaf_count=42 2046 376 internal_value=0 -0.000805253 internal_weight=0 86.1327 internal_count=2464 2422 is_linear=0 shrinkage=0.0204111 Tree=6027 num_leaves=4 num_cat=0 split_feature=457 43 3 split_gain=2.38351 3.68508 2.91799 threshold=0.080930000000000016 -0.074459999999999985 0.090810000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5730766846600834e-05 -3.7463900080446059e-05 -8.4128462473832306e-05 0.00030568563518628582 leaf_weight=28.990234477540071 7.1398374857235458 48.809170031199756 8.7647615217138064 leaf_count=875 139 1389 63 internal_value=0 -1.70666e-05 0.000152455 internal_weight=0 77.7994 15.9046 internal_count=2466 2264 202 is_linear=0 shrinkage=0.000400217 Tree=6028 num_leaves=4 num_cat=0 split_feature=151 4 150 split_gain=2.53051 3.96679 3.78329 threshold=0.056735000000000001 0.045415000000000004 0.081245000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.9333140262467206e-05 -0.0005448336973045367 8.7142809748499522e-05 0.00016229884893317268 leaf_weight=64.565326423342412 3.4842141463886938 2.8044261314207688 16.997285106426716 leaf_count=2106 69 37 266 internal_value=0 -0.000266409 -5.06794e-06 internal_weight=0 6.28864 81.5626 internal_count=2478 106 2372 is_linear=0 shrinkage=0.000400217 Tree=6029 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=2.17014 2.71068 threshold=-1.0000000180025095e-35 -0.021334999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042371195468891523 -0.00045601037409359992 -7.9802517876618938e-06 leaf_weight=1.6967707488656731 2.1060638239141545 87.397799162365118 leaf_count=65 28 2374 internal_value=0 -1.90792e-05 internal_weight=0 89.5039 internal_count=2467 2402 is_linear=0 shrinkage=0.000400217 Tree=6030 num_leaves=4 num_cat=0 split_feature=1429 42 43 split_gain=2.53257 2.286 0.980771 threshold=-1.0000000180025095e-35 -0.40186499999999997 -0.081139999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.5989854684547075e-05 -0.00049670572151463489 7.1048729504836586e-05 -0.00056700875963098239 leaf_weight=0.50942680570369692 1.0398990549147118 90.060107037159469 1.3252472728636338 leaf_count=35 8 2307 93 internal_value=0 6.39661e-05 -0.00039756 internal_weight=0 91.1 1.83467 internal_count=2443 2315 128 is_linear=0 shrinkage=0.000400217 Tree=6031 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=2.7788 3.57394 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023622967200663609 0.019876830619431268 -0.026466609863143871 leaf_weight=84.004954135383741 2.7908447640947989 2.0293867702712296 leaf_count=2394 50 26 internal_value=0 -0.000427221 internal_weight=0 86.0343 internal_count=2470 2420 is_linear=0 shrinkage=0.0204111 Tree=6032 num_leaves=4 num_cat=0 split_feature=14 48 48 split_gain=2.73669 2.48713 0.0992756 threshold=0.076175000000000007 -0.024949999999999996 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023245039035710584 -0.0002945974704078281 -2.9707209199430976e-07 -0.00055130674371728448 leaf_weight=7.9493050964083514 1.0362899927422402 83.807141952058373 0.96184086391076462 leaf_count=125 13 2300 67 internal_value=0 2.01257e-05 -0.000440867 internal_weight=0 91.7564 1.99813 internal_count=2505 2425 80 is_linear=0 shrinkage=0.000400217 Tree=6033 num_leaves=4 num_cat=0 split_feature=484 148 2 split_gain=2.56455 2.0856 2.02433 threshold=-1.0000000180025095e-35 -0.15852999999999998 -0.58149499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022199937597187344 -0.052933970490102275 -0.016568376747366075 0.00076059308726445494 leaf_weight=0.54457068443298329 0.18164379894733329 5.7337377848562019 79.343349925620714 leaf_count=1 1 412 2040 internal_value=0 -0.0128756 0.000563697 internal_weight=0 6.27831 79.525 internal_count=2454 413 2041 is_linear=0 shrinkage=0.0204111 Tree=6034 num_leaves=4 num_cat=0 split_feature=42 484 10 split_gain=2.65172 2.64381 2.49425 threshold=-0.0044549999999999998 0.085225000000000009 0.083760000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027008441444549385 2.1600954811149646e-05 0.00027445148898445806 0.0004255223452750817 leaf_weight=8.5535071692793263 77.662934065396257 1.6156511259559909 2.4172157949651583 leaf_count=634 1739 37 49 internal_value=0 -0.000181523 3.43704e-05 internal_weight=0 10.1692 80.0801 internal_count=2459 671 1788 is_linear=0 shrinkage=0.000400217 Tree=6035 num_leaves=4 num_cat=0 split_feature=133 40 14 split_gain=2.77804 2.86726 2.53042 threshold=0.099660000000000012 -1.0000000180025095e-35 -0.23083499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024916542530243756 0.00021035373787370895 -0.00048812199165041044 4.3167991838761887e-05 leaf_weight=4.9209557080757795 1.2380454675294457 3.219296290055353 82.414702560548903 leaf_count=99 29 348 1984 internal_value=0 -0.000293717 2.63984e-05 internal_weight=0 4.45734 87.3357 internal_count=2460 377 2083 is_linear=0 shrinkage=0.000400217 Tree=6036 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=3.30901 3.46452 3.0412 threshold=0.10423500000000001 0.093735000000000013 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022013550912622819 0.0093296583931472762 -0.019966232096058252 -0.0031381537647878232 leaf_weight=46.601363756200954 19.944500732774031 4.96472725849162 13.655981511488788 leaf_count=1584 359 328 187 internal_value=0 -0.00395129 0.00426887 internal_weight=0 51.5661 33.6005 internal_count=2458 1912 546 is_linear=0 shrinkage=0.0204111 Tree=6037 num_leaves=3 num_cat=0 split_feature=1373 150 split_gain=2.46039 1.99448 threshold=0.09586500000000002 0.081245000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6904082841215102e-05 -0.00048190232687176428 0.00012106830130302992 leaf_weight=68.594855321145587 1.5006532887637138 22.09646944492124 leaf_count=2139 24 334 internal_value=0 1.682e-05 internal_weight=0 90.6913 internal_count=2497 2473 is_linear=0 shrinkage=0.000400217 Tree=6038 num_leaves=4 num_cat=0 split_feature=4 14 4 split_gain=2.38673 2.98382 2.26434 threshold=0.27626000000000001 -0.22253999999999999 0.41580500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.030689857728516887 0.017290098190904601 -0.00070218300552050939 0.0012408567300973849 leaf_weight=1.2965872721979383 5.9332649534335351 74.78316520764929 9.3397379061207157 leaf_count=27 76 2164 207 internal_value=0 -0.0012576 0.00755613 internal_weight=0 76.0798 15.273 internal_count=2474 2191 283 is_linear=0 shrinkage=0.0204111 Tree=6039 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=2.17188 2.5202 threshold=0.15669500000000003 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.9669515834398798e-06 0.00036865499305792501 -0.00043832753442094681 leaf_weight=84.564176706368016 2.3316107973660101 2.0728489827852163 leaf_count=2297 74 79 internal_value=0 -1.39356e-05 internal_weight=0 86.637 internal_count=2450 2376 is_linear=0 shrinkage=0.000400217 Tree=6040 num_leaves=4 num_cat=0 split_feature=14 401 147 split_gain=2.89908 2.36114 0.282646 threshold=0.076175000000000007 0.08481000000000001 0.085610000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022711477951283927 -0.012178277705271341 -0.017807545925114885 -0.029212170809900004 leaf_weight=84.233865219401196 1.0283854092085669 2.4015196365216971 1.0790352122858164 leaf_count=2163 66 208 12 internal_value=0 0.0016923 -0.0219337 internal_weight=0 86.6354 2.10742 internal_count=2449 2371 78 is_linear=0 shrinkage=0.0204111 Tree=6041 num_leaves=4 num_cat=0 split_feature=41 16 14 split_gain=2.60195 2.45628 2.38981 threshold=0.079885000000000025 -0.53221499999999988 0.076175000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029715650399469865 0.0081408060297513095 -0.021304178993419496 -0.0214929999878451 leaf_weight=82.063511674419715 1.6502172506880013 3.6389605680014929 1.5870902100832598 leaf_count=2300 17 87 61 internal_value=0 -0.0121391 0.00247929 internal_weight=0 5.28918 83.6506 internal_count=2465 104 2361 is_linear=0 shrinkage=0.0204111 Tree=6042 num_leaves=3 num_cat=0 split_feature=1373 42 split_gain=2.41772 2.2661 threshold=0.09586500000000002 -0.0044549999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.007826995700703214 -0.024725782293968414 0.0017442802346562644 leaf_weight=11.754400230127429 1.5010144778061647 78.254887813898677 leaf_count=674 24 1776 internal_value=0 0.000486187 internal_weight=0 90.0093 internal_count=2474 2450 is_linear=0 shrinkage=0.0204111 Tree=6043 num_leaves=4 num_cat=0 split_feature=43 49 1 split_gain=2.31319 3.83029 2.35455 threshold=-0.053524999999999996 0.11012500000000001 0.096860000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.6838984857167384e-06 -0.0039473554892048594 0.012225214048831201 0.010952662812172163 leaf_weight=18.113729435674031 48.09071684781884 6.8752485937147858 14.751111666759241 leaf_count=825 1260 94 286 internal_value=0 -0.00190372 0.00493171 internal_weight=0 54.966 32.8648 internal_count=2465 1354 1111 is_linear=0 shrinkage=0.0204111 Tree=6044 num_leaves=4 num_cat=0 split_feature=376 42 123 split_gain=3.88607 2.99796 0.719196 threshold=0.048375000000000008 0.091735000000000025 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2795541941063982e-05 8.2714122085537095e-05 -0.00021602567868631375 0.00038964604838384674 leaf_weight=72.172031190104462 1.7551567562622938 10.392663941645877 4.5474317695043283 leaf_count=1846 15 481 113 internal_value=0 -1.62604e-05 0.000307107 internal_weight=0 82.5647 6.30259 internal_count=2455 2327 128 is_linear=0 shrinkage=0.000400217 Tree=6045 num_leaves=4 num_cat=0 split_feature=4 0 39 split_gain=2.85889 4.04315 1.6387 threshold=-0.49367499999999992 -0.0029549999999999997 0.086580000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046524698209055509 -1.1709288063021652e-05 0.00023194580055559171 7.8082937452041533e-05 leaf_weight=2.9533410754520437 69.925707035694359 12.810668903635813 1.2117382520809767 leaf_count=112 2184 149 15 internal_value=0 2.62801e-05 -0.000309271 internal_weight=0 82.7364 4.16508 internal_count=2460 2333 127 is_linear=0 shrinkage=0.000400217 Tree=6046 num_leaves=4 num_cat=0 split_feature=457 43 3 split_gain=2.48745 2.70876 2.40699 threshold=0.080930000000000016 -0.074459999999999985 0.090810000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0040484591449663002 -0.00022730659102458255 -0.0039395821211767141 0.015866183013295967 leaf_weight=28.594071774197801 7.468430256150894 45.965367461729329 7.9206620081677102 leaf_count=868 143 1395 58 internal_value=0 -0.000874635 0.00811068 internal_weight=0 74.5594 15.3891 internal_count=2464 2263 201 is_linear=0 shrinkage=0.0204111 Tree=6047 num_leaves=3 num_cat=0 split_feature=39 1456 split_gain=2.09367 2.13163 threshold=-0.046074999999999991 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019885127378263461 0.0018909231914538164 -0.017251018402414782 leaf_weight=1.8606592623982567 88.719936976192912 2.3802822256839127 leaf_count=38 2242 221 internal_value=0 0.00137022 internal_weight=0 91.1002 internal_count=2501 2463 is_linear=0 shrinkage=0.0204111 Tree=6048 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.48433 3.08367 threshold=-0.5356749999999999 -0.50061499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041126179068876295 0.00050421411706405507 1.1085395653694071e-05 leaf_weight=2.0548380953841834 1.966789232334121 89.000550813125301 leaf_count=25 24 2449 internal_value=0 2.2354e-05 internal_weight=0 90.9673 internal_count=2498 2473 is_linear=0 shrinkage=0.000400217 Tree=6049 num_leaves=4 num_cat=0 split_feature=160 12 12 split_gain=2.77294 2.63056 2.28179 threshold=-0.091944999999999985 0.09864500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028245335032222425 4.2891766940862231e-05 -0.00017646764337332361 -0.00036550507056795991 leaf_weight=0.95626985769195005 71.296110512328596 9.8691053982474823 5.1635828207618024 leaf_count=34 1788 341 320 internal_value=0 1.60129e-05 -0.000261001 internal_weight=0 81.1652 6.11985 internal_count=2483 2129 354 is_linear=0 shrinkage=0.000400217 Tree=6050 num_leaves=4 num_cat=0 split_feature=15 50 401 split_gain=2.98945 3.90197 2.45187 threshold=-0.24269999999999997 0.11875500000000001 0.087110000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040566550275311175 2.5912287922673125e-05 -0.00024782313399990399 -0.00038730276309163048 leaf_weight=6.5565065240371023 81.323463754670229 1.7927582412958143 2.2550787209620458 leaf_count=188 2087 18 183 internal_value=0 0.000263925 1.42599e-05 internal_weight=0 8.34926 83.5785 internal_count=2476 206 2270 is_linear=0 shrinkage=0.000400217 Tree=6051 num_leaves=4 num_cat=0 split_feature=1 0 151 split_gain=2.59701 10.4982 2.28661 threshold=1.0000000180025095e-35 -0.074204999999999979 0.056735000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022650759663552025 0.0034419938582682798 0.0045685537801850177 -0.0093316840605952248 leaf_weight=9.2381383391093568 60.124763755127788 15.934767374499641 6.3571328326943322 leaf_count=996 1119 279 71 internal_value=0 -0.00547666 0.00220691 internal_weight=0 25.1729 66.4819 internal_count=2465 1275 1190 is_linear=0 shrinkage=0.0204111 Tree=6052 num_leaves=4 num_cat=0 split_feature=43 16 132 split_gain=2.93915 2.60349 0.0751125 threshold=0.25619500000000001 0.38845000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8273492170476956e-05 -0.00029891893786871467 -0.00024290351762816992 -0.00056671280942682269 leaf_weight=82.952477057217038 0.75866354742356623 5.9744921469682586 1.1229170231054002 leaf_count=2079 85 235 52 internal_value=0 9.77212e-06 -0.00048159 internal_weight=0 88.927 1.88158 internal_count=2451 2314 137 is_linear=0 shrinkage=0.000400217 Tree=6053 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=2.27171 3.00122 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021469787165925246 -0.00054421837654936489 -0.026618775670201784 leaf_weight=1.7856838256120671 85.904429416375933 1.7674848333917896 leaf_count=9 2399 79 internal_value=0 -0.00110317 internal_weight=0 87.6719 internal_count=2487 2478 is_linear=0 shrinkage=0.0204111 Tree=6054 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=2.27293 2.54932 threshold=0.16946000000000003 0.09087000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.2744990795595734e-06 0.00043869581379467982 -0.00019374903435937204 leaf_weight=76.585790978835576 1.5843455282738421 12.763585146363765 leaf_count=1877 17 566 internal_value=0 -2.89776e-05 internal_weight=0 89.3494 internal_count=2460 2443 is_linear=0 shrinkage=0.000400217 Tree=6055 num_leaves=4 num_cat=0 split_feature=3 42 0 split_gain=3.1465 2.31409 1.80259 threshold=0.18307500000000002 -0.0044549999999999998 -0.14001499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019359084886892933 -7.7264979778136929e-05 -6.6993525757917346e-06 0.0004572771358409101 leaf_weight=12.30124068070654 1.3977821429725734 73.190331384736055 3.2808328471874111 leaf_count=696 37 1685 79 internal_value=0 -3.38089e-05 0.000299504 internal_weight=0 85.4916 4.67861 internal_count=2497 2381 116 is_linear=0 shrinkage=0.000400217 Tree=6056 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=3.00675 2.824 threshold=-0.094929999999999987 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040680600598283939 -0.00022832660928691668 4.1989684920173638e-05 leaf_weight=2.5894412909983648 6.5802771659982673 82.551137166765329 leaf_count=37 396 1986 internal_value=0 2.17717e-05 internal_weight=0 89.1314 internal_count=2419 2382 is_linear=0 shrinkage=0.000400217 Tree=6057 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=2.64666 3.3713 3.04667 threshold=-0.046989999999999997 -0.088284999999999988 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029840286945139306 -0.015904850749761612 0.012902987987616689 -0.00036804011659861166 leaf_weight=19.012893925937533 5.7536430908876346 13.870427662899599 50.831480538670803 leaf_count=539 198 208 1535 internal_value=0 0.00529493 -0.00197613 internal_weight=0 32.8833 56.5851 internal_count=2480 747 1733 is_linear=0 shrinkage=0.0204111 Tree=6058 num_leaves=4 num_cat=0 split_feature=43 1444 42 split_gain=2.50109 2.40466 1.93425 threshold=0.095890000000000017 -0.084274999999999989 0.092340000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02445378973641411 0.016774244978300646 -0.00064845671520636218 -0.0060777675877260367 leaf_weight=1.5107214950548939 6.4807930861479672 78.498377234951477 1.9504708546737672 leaf_count=22 172 2176 69 internal_value=0 -0.000140968 0.0114773 internal_weight=0 80.0091 8.43126 internal_count=2439 2198 241 is_linear=0 shrinkage=0.0204111 Tree=6059 num_leaves=4 num_cat=0 split_feature=48 1374 4 split_gain=2.41306 3.23088 2.89756 threshold=0.092475000000000016 -0.094929999999999987 -0.39518999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052546356753797863 0.00046900785137961114 -1.6896569744478266e-05 5.708119954307601e-05 leaf_weight=1.9499220239231352 3.1940590525046018 67.988478739272978 16.09364073935285 leaf_count=33 18 2125 268 internal_value=0 -3.18929e-05 0.00012761 internal_weight=0 69.9384 19.2877 internal_count=2444 2158 286 is_linear=0 shrinkage=0.000400217 Tree=6060 num_leaves=4 num_cat=0 split_feature=128 1446 1 split_gain=2.71829 2.39196 0.0979183 threshold=0.085185000000000025 0.090050000000000005 0.12212000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020204557599341568 -0.023208664834984308 -0.021116768427655499 -0.0095836886513867899 leaf_weight=84.343588230525711 1.7333178852641133 1.7919890241901146 0.51242800150066603 leaf_count=2199 152 111 12 internal_value=0 0.00151231 -0.0207025 internal_weight=0 86.1356 2.24575 internal_count=2474 2310 164 is_linear=0 shrinkage=0.0204111 Tree=6061 num_leaves=4 num_cat=0 split_feature=124 49 42 split_gain=2.93112 3.49564 1.99407 threshold=-0.043384999999999993 -0.085949999999999985 -0.088814999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0085468943977888307 -0.012786786695959231 0.0011824162790539116 0.017317764878946786 leaf_weight=1.4543336261995135 8.2671018307737523 68.158811056919149 6.5423897542277691 leaf_count=24 124 2106 179 internal_value=0 -0.000345148 0.0125608 internal_weight=0 76.4259 7.99672 internal_count=2433 2230 203 is_linear=0 shrinkage=0.0204111 Tree=6062 num_leaves=4 num_cat=0 split_feature=123 4 124 split_gain=2.57721 3.02208 0.826436 threshold=0.088610000000000008 -0.49367499999999992 -0.043384999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034310098478016745 0.0004148437234094926 -1.0984372122135335e-05 4.6047749805405212e-05 leaf_weight=4.5319384755566707 2.7138172598351957 79.972822885296409 1.531442756182513 leaf_count=130 68 2238 47 internal_value=0 -2.9226e-05 0.000286406 internal_weight=0 84.5048 4.24526 internal_count=2483 2368 115 is_linear=0 shrinkage=0.000400217 Tree=6063 num_leaves=3 num_cat=0 split_feature=43 16 split_gain=3.31851 3.77342 threshold=-0.51412499999999983 0.15737500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035196397973311089 5.7384517547811002e-06 -0.00024503103397577336 leaf_weight=3.7600896071671732 73.808365852448333 10.937361579479328 leaf_count=39 2039 376 internal_value=0 -2.69067e-05 internal_weight=0 84.7457 internal_count=2454 2415 is_linear=0 shrinkage=0.000400217 Tree=6064 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=3.23855 3.82764 2.30428 threshold=0.099515000000000006 -0.097754999999999995 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8859179753197161e-05 0.00018083166594852335 -0.00013226216839047348 -1.9402533286926386e-05 leaf_weight=19.49127786306417 22.515464906333364 34.732578465034749 15.485798674213582 leaf_count=237 420 1597 212 internal_value=0 -5.27587e-05 9.94174e-05 internal_weight=0 54.2239 38.0013 internal_count=2466 1834 632 is_linear=0 shrinkage=0.000400217 Tree=6065 num_leaves=4 num_cat=0 split_feature=2 0 151 split_gain=2.28348 3.23889 2.9806 threshold=0.12260000000000001 -0.22961999999999996 0.056735000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3359317740182725e-06 -0.00046295365622455245 0.00022275773570666458 -0.00029856072811633948 leaf_weight=73.417460943675906 1.1177216665819276 11.20235620443418 5.8953157083014949 leaf_count=2133 9 250 88 internal_value=0 0.000156938 -2.75215e-05 internal_weight=0 12.3201 79.3128 internal_count=2480 259 2221 is_linear=0 shrinkage=0.000400217 Tree=6066 num_leaves=4 num_cat=0 split_feature=52 376 52 split_gain=3.18968 3.24128 2.69383 threshold=-0.047889999999999995 0.088470000000000007 -0.51498499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038987164539468932 -0.0001093559912743217 0.00033791970752224544 9.6620633722722512e-05 leaf_weight=1.8253691324644012 53.071008845343385 2.6210308920126399 31.458000602629909 leaf_count=187 1685 31 564 internal_value=0 -8.76701e-05 6.87221e-05 internal_weight=0 55.692 33.2834 internal_count=2467 1716 751 is_linear=0 shrinkage=0.000400217 Tree=6067 num_leaves=4 num_cat=0 split_feature=1 0 43 split_gain=2.76443 7.99679 3.49216 threshold=1.0000000180025095e-35 0.053930000000000006 -0.074459999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029031210987840849 0.00018686356647636769 0.00016878512698203452 -1.625106255393165e-05 leaf_weight=15.323552387044403 19.497692643621122 9.9288950529298727 43.885134562726307 leaf_count=1221 400 54 779 internal_value=0 -0.000109854 4.645e-05 internal_weight=0 25.2524 63.3828 internal_count=2454 1275 1179 is_linear=0 shrinkage=0.000400217 Tree=6068 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=2.4961 2.49562 threshold=0.099250000000000019 -0.23078999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00022326468312220771 -0.0004789647344305767 3.7036954704259183e-06 leaf_weight=9.1524226084002276 1.4796951514435921 79.042335302430729 leaf_count=76 19 2366 internal_value=0 2.67429e-05 internal_weight=0 88.1948 internal_count=2461 2442 is_linear=0 shrinkage=0.000400217 Tree=6069 num_leaves=4 num_cat=0 split_feature=1 47 2 split_gain=2.23465 3.05552 1.19571 threshold=0.12337000000000002 0.11893500000000001 0.14062000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2541780341246042e-05 6.5935709818995287e-05 -0.00047372220142517335 0.00034383360458281799 leaf_weight=77.097109015971 6.9107507744338346 2.2602083971578386 3.8187902113131713 leaf_count=2198 130 44 94 internal_value=0 -2.63258e-05 0.000167373 internal_weight=0 79.3573 10.7295 internal_count=2466 2242 224 is_linear=0 shrinkage=0.000400217 Tree=6070 num_leaves=4 num_cat=0 split_feature=3 3 42 split_gain=3.42064 5.67995 3.64936 threshold=-0.10072999999999999 -0.074479999999999977 0.094055000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017414132882996393 -0.00031629555375821367 -7.3309056669741967e-06 -0.00022497023198527917 leaf_weight=22.074449176467173 11.47034946307758 53.833016956734355 4.2967039033537722 leaf_count=291 1240 898 56 internal_value=0 -6.20482e-05 0.000108437 internal_weight=0 65.3034 26.3712 internal_count=2485 2138 347 is_linear=0 shrinkage=0.000400217 Tree=6071 num_leaves=3 num_cat=0 split_feature=453 1210 split_gain=2.29078 2.14828 threshold=0.091330000000000008 -0.08107499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023443176720026392 -0.019647732799198257 0.0016019238952066385 leaf_weight=1.3385149509413157 2.1390337458578861 88.433282730009523 leaf_count=116 30 2359 internal_value=0 0.00119976 internal_weight=0 89.7718 internal_count=2505 2475 is_linear=0 shrinkage=0.0204111 Tree=6072 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=2.6495 4.03563 3.50798 threshold=0.11588000000000001 0.091545000000000015 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014919816643335773 0.015196135232407674 -0.02156305160733709 -0.0044616731087384473 leaf_weight=66.517354717734634 9.9860664974257798 3.7685506567286202 5.980110624615917 leaf_count=1762 203 393 111 internal_value=0 -0.00132982 0.00785353 internal_weight=0 70.2859 15.9662 internal_count=2469 2155 314 is_linear=0 shrinkage=0.0204111 Tree=6073 num_leaves=3 num_cat=0 split_feature=51 1210 split_gain=2.07029 2.078 threshold=-0.40274499999999996 -0.08107499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021032498139244651 -0.023404885913518154 0.0017410571513797569 leaf_weight=1.6436113813651889 1.2791505316199607 87.793930947467743 leaf_count=88 102 2290 internal_value=0 0.00135101 internal_weight=0 89.0731 internal_count=2480 2392 is_linear=0 shrinkage=0.0204111 Tree=6074 num_leaves=4 num_cat=0 split_feature=43 43 457 split_gain=2.66157 3.08226 2.78756 threshold=-0.074459999999999985 -0.075959999999999986 -0.22896499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020474886537601724 0.023189308749340953 0.031659041634301194 -0.0046442571822440859 leaf_weight=31.052096201725362 1.4317694028723043 1.4263827344111621 54.416494147699268 leaf_count=940 13 22 1497 internal_value=0 0.00345226 -0.00388572 internal_weight=0 32.4785 55.8483 internal_count=2472 962 1510 is_linear=0 shrinkage=0.0204111 Tree=6075 num_leaves=4 num_cat=0 split_feature=123 484 1 split_gain=2.28229 2.51102 0.690357 threshold=0.08592000000000001 -0.071284999999999987 0.092810000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033030943449066717 1.3423418851207168e-05 8.9419002134978205e-06 0.00038170046456072713 leaf_weight=3.5406383595618527 1.0943779051303852 80.698548260515963 3.1839248855976621 leaf_count=286 19 2059 129 internal_value=0 -5.73662e-06 0.000290241 internal_weight=0 84.2392 4.2783 internal_count=2493 2345 148 is_linear=0 shrinkage=0.000400217 Tree=6076 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=3.0912 2.40418 threshold=-1.0000000180025095e-35 0.097210000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041244675062406428 4.667632990450983e-05 -0.00022728923435567762 leaf_weight=2.4972315191662338 82.153054371628969 5.3613605692589763 leaf_count=225 2025 221 internal_value=0 2.96235e-05 internal_weight=0 87.5144 internal_count=2471 2246 is_linear=0 shrinkage=0.000400217 Tree=6077 num_leaves=4 num_cat=0 split_feature=1 44 52 split_gain=1.99717 3.03718 1.17399 threshold=0.14000500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049334958084767304 0.0016803163807059948 -0.023018704696686012 0.023855373618763887 leaf_weight=84.150425700054257 1.7552862620796079 2.2408199207857242 2.2393402650632188 leaf_count=2347 32 43 65 internal_value=0 -0.000145513 0.0144229 internal_weight=0 86.3912 3.99463 internal_count=2487 2390 97 is_linear=0 shrinkage=0.0204111 Tree=6078 num_leaves=3 num_cat=0 split_feature=45 31 split_gain=2.30528 2.35665 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021250189083296265 0.021579030066640584 -0.0016457497246381986 leaf_weight=1.8432814273983229 1.7477223745809158 86.276057866471092 leaf_count=18 71 2388 internal_value=0 -0.00115779 internal_weight=0 88.0238 internal_count=2477 2459 is_linear=0 shrinkage=0.0204111 Tree=6079 num_leaves=4 num_cat=0 split_feature=3 11 1 split_gain=2.16239 3.40912 2.63382 threshold=-0.12077499999999998 0.081365000000000007 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012371261401657816 -0.0048363326655449738 -0.0050706366024884739 0.0031677332213084033 leaf_weight=14.098909783147976 34.012067053068677 6.8768155259385813 34.280288435009425 leaf_count=139 1593 129 616 internal_value=0 0.00665644 -0.000819973 internal_weight=0 20.9757 68.2924 internal_count=2477 268 2209 is_linear=0 shrinkage=0.0204111 Tree=6080 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=2.08291 2.30923 threshold=-1.0000000180025095e-35 0.093235000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021278603063867023 0.00070198666048431951 -0.022557794223201078 leaf_weight=1.891294500499497 88.489557777982554 1.7026952871528909 leaf_count=19 2463 31 internal_value=0 0.000235452 internal_weight=0 90.1923 internal_count=2513 2494 is_linear=0 shrinkage=0.0204111 Tree=6081 num_leaves=4 num_cat=0 split_feature=12 0 474 split_gain=3.21193 3.36608 2.55401 threshold=0.084045000000000022 -0.061684999999999997 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014949974019059162 -0.010334280182342115 0.0028197651023259538 0.015407803967041911 leaf_weight=47.500102135571069 19.659526731906226 13.668362122494726 6.1096443750575409 leaf_count=717 1390 247 97 internal_value=0 -0.00494819 0.00310938 internal_weight=0 33.3279 53.6097 internal_count=2451 1637 814 is_linear=0 shrinkage=0.0204111 Tree=6082 num_leaves=4 num_cat=0 split_feature=2 0 43 split_gain=2.44646 4.63969 2.31486 threshold=0.098240000000000008 -0.23101999999999998 0.095890000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021579998526880678 0.0022581592174651683 -0.004136229861715187 0.016952325155429226 leaf_weight=3.0021704278478856 32.329564970972569 47.769900382390915 5.0804953935821677 leaf_count=25 643 1703 97 internal_value=0 -0.00257148 0.00429834 internal_weight=0 50.7721 37.4101 internal_count=2468 1728 740 is_linear=0 shrinkage=0.0204111 Tree=6083 num_leaves=4 num_cat=0 split_feature=42 39 484 split_gain=2.81407 4.85363 2.86272 threshold=0.091735000000000025 0.084155000000000021 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013063206536896334 -0.016777054391407264 0.012974929485973802 0.003104690725751212 leaf_weight=4.7714772122017157 8.3507970758946595 3.0352356039220458 69.73414238784062 leaf_count=312 418 101 1597 internal_value=0 -0.00879679 0.00205122 internal_weight=0 11.386 74.5056 internal_count=2428 519 1909 is_linear=0 shrinkage=0.0204111 Tree=6084 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=3.96104 4.64777 3.50834 threshold=0.0063750000000000013 -0.0026499999999999996 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0099903966471987e-05 0.00012802223016782606 -0.00040213453832572412 -0.00032368175379459568 leaf_weight=43.787335742475989 36.264322842303955 6.0236931058898326 2.8734364651609203 leaf_count=1602 652 172 38 internal_value=0 -7.58914e-05 9.403e-05 internal_weight=0 49.811 39.1378 internal_count=2464 1774 690 is_linear=0 shrinkage=0.000400217 Tree=6085 num_leaves=4 num_cat=0 split_feature=2 11 0 split_gain=3.94972 3.51642 3.15497 threshold=0.097940000000000013 0.087830000000000005 -0.23101999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034253665111338261 0.0001292915373377661 -0.0003721944608813266 -9.2201470443113915e-05 leaf_weight=2.7215739333187221 37.590527427973939 2.2740886595784096 48.205681755644036 leaf_count=27 706 62 1682 internal_value=0 9.97218e-05 -6.82684e-05 internal_weight=0 39.8646 50.9273 internal_count=2477 768 1709 is_linear=0 shrinkage=0.000400217 Tree=6086 num_leaves=4 num_cat=0 split_feature=150 43 2 split_gain=2.47356 4.84803 3.8806 threshold=0.081245000000000026 -0.069909999999999986 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.004188766735983473 -0.0045934552912599126 -0.0076846835896502499 0.012544858169199121 leaf_weight=23.109642320712737 9.9451019151601958 37.343188406905028 12.08976139432343 leaf_count=850 173 1280 157 internal_value=0 -0.0031464 0.00482562 internal_weight=0 60.4528 22.0349 internal_count=2460 2130 330 is_linear=0 shrinkage=0.0204111 Tree=6087 num_leaves=4 num_cat=0 split_feature=131 13 12 split_gain=2.79551 3.29131 1.90958 threshold=0.092225000000000015 -0.23438999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012641829673357478 0.0085547207642555096 -0.00096216207978148006 -0.022529897821082858 leaf_weight=8.0740862645616271 0.99152244809374668 77.964697370782233 3.618690018032793 leaf_count=113 41 2085 237 internal_value=0 0.00032924 -0.0158002 internal_weight=0 86.0388 4.61021 internal_count=2476 2198 278 is_linear=0 shrinkage=0.0204111 Tree=6088 num_leaves=3 num_cat=0 split_feature=43 13 split_gain=2.38718 2.58623 threshold=-0.50992999999999988 -0.24588999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028804166813023414 0.00019469950169385272 -4.1598932061467636e-05 leaf_weight=4.1400960223545544 8.0874947109696205 77.89683736315601 leaf_count=38 123 2294 internal_value=0 -1.91489e-05 internal_weight=0 85.9843 internal_count=2455 2417 is_linear=0 shrinkage=0.000400217 Tree=6089 num_leaves=3 num_cat=0 split_feature=15 159 split_gain=1.92546 2.35124 threshold=-0.47090499999999996 0.099565000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018338569140856905 0.0011521687886146448 -0.012365192271246758 leaf_weight=2.4121336803364093 80.282670934060661 5.6320974701520745 leaf_count=92 2162 193 internal_value=0 0.000251105 internal_weight=0 85.9148 internal_count=2447 2355 is_linear=0 shrinkage=0.0204111 Tree=6090 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=2.31315 6.70667 4.24633 threshold=-0.084024999999999975 -0.084734999999999991 0.035895000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5888189292065745e-05 -1.4630907662002899e-05 0.00088879493392002437 -0.00033186049022367102 leaf_weight=25.118838020120169 52.922034895542311 1.457832412837887 7.6382203760040275 leaf_count=677 1016 42 713 internal_value=0 8.62059e-05 -5.51804e-05 internal_weight=0 26.5767 60.5603 internal_count=2448 719 1729 is_linear=0 shrinkage=0.000400217 Tree=6091 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=2.144 3.31725 2.82155 threshold=-0.077699999999999977 -0.086049999999999974 -0.074394999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026747262224030609 -0.034940071420126784 0.017228703364327694 -0.0026571244441773163 leaf_weight=19.604485847434265 1.0376165957422916 5.7521147506777188 63.040962330616821 leaf_count=569 14 74 1817 internal_value=0 0.00375981 -0.00323991 internal_weight=0 25.3566 64.0786 internal_count=2474 643 1831 is_linear=0 shrinkage=0.0204111 Tree=6092 num_leaves=4 num_cat=0 split_feature=160 160 0 split_gain=2.18042 3.24237 2.93715 threshold=0.091625000000000026 0.11655500000000001 0.2506000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00096706432673539233 -0.020835907073804276 0.0030080071524313848 -0.025543710216982971 leaf_weight=78.088363487380775 5.0810543878615118 4.3339286607515533 1.6687606228515495 leaf_count=2232 105 117 12 internal_value=0 -0.00995366 0.000377347 internal_weight=0 9.41498 79.7571 internal_count=2466 222 2244 is_linear=0 shrinkage=0.0204111 Tree=6093 num_leaves=4 num_cat=0 split_feature=1429 15 2 split_gain=2.48504 2.50105 0.422437 threshold=-1.0000000180025095e-35 -0.46714499999999998 0.110335 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028701603755128583 0.00037705102929866039 -6.6129901188456209e-06 -0.00075272914253592918 leaf_weight=1.1214054528318218 2.7002859486674415 84.264983232507802 0.52772677462780837 leaf_count=98 94 2252 23 internal_value=0 5.76935e-06 -0.000474428 internal_weight=0 86.9653 1.64913 internal_count=2467 2346 121 is_linear=0 shrinkage=0.000400217 Tree=6094 num_leaves=3 num_cat=0 split_feature=457 15 split_gain=2.30477 2.18917 threshold=-0.23069499999999998 -0.46714499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003749504446477491 0.00032634952601743586 -1.9123265473940065e-05 leaf_weight=2.4896511808910864 2.9306782286439548 85.307569272248656 leaf_count=24 98 2327 internal_value=0 -7.24995e-06 internal_weight=0 88.2382 internal_count=2449 2425 is_linear=0 shrinkage=0.000400217 Tree=6095 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=3.03678 2.46144 threshold=-0.52412999999999987 0.18307500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041414638238453197 -3.8832746721892805e-05 0.00024134468908694367 leaf_weight=2.523400781210511 82.671279058953587 5.2356462392781387 leaf_count=18 2366 115 internal_value=0 -2.18599e-05 internal_weight=0 87.9069 internal_count=2499 2481 is_linear=0 shrinkage=0.000400217 Tree=6096 num_leaves=4 num_cat=0 split_feature=14 0 147 split_gain=2.5768 2.54224 0.248148 threshold=0.062655000000000016 -0.10674499999999999 0.085050000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.96972090685797e-05 -0.00022841967562927662 -3.7039223839924734e-05 -0.00054706060082896496 leaf_weight=38.813333192636492 0.97716288355149972 49.347722464386607 1.0990457310108466 leaf_count=378 69 2009 13 internal_value=0 2.32098e-05 -0.000416455 internal_weight=0 88.1611 2.07621 internal_count=2469 2387 82 is_linear=0 shrinkage=0.000400217 Tree=6097 num_leaves=4 num_cat=0 split_feature=42 160 376 split_gain=2.54303 2.70728 2.46132 threshold=-0.0044549999999999998 -0.073574999999999988 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014048002288286711 -1.2962968595514657e-05 -0.00029630325857378482 0.00030670063580161635 leaf_weight=2.9194989844709189 75.553570842123008 9.3240498446684779 3.9534452205116386 leaf_count=87 1692 575 116 internal_value=0 -0.000191822 3.3411e-06 internal_weight=0 12.2435 79.507 internal_count=2470 662 1808 is_linear=0 shrinkage=0.000400217 Tree=6098 num_leaves=3 num_cat=0 split_feature=13 10 split_gain=3.08144 2.68436 threshold=-0.49274999999999997 0.058500000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018494599314619904 -0.00037520525632228115 0.020495164410169912 leaf_weight=3.937248889982583 82.835255401791073 2.5375776562723322 leaf_count=60 2352 56 internal_value=0 0.000271167 internal_weight=0 85.3728 internal_count=2468 2408 is_linear=0 shrinkage=0.0204111 Tree=6099 num_leaves=3 num_cat=0 split_feature=151 474 split_gain=2.2603 2.4399 threshold=-0.28286499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017724391809808379 -0.026760541396204467 0.0017205985316564628 leaf_weight=2.5660439248276807 1.159732869848084 86.732267706982384 leaf_count=63 91 2300 internal_value=0 0.00131122 internal_weight=0 87.892 internal_count=2454 2391 is_linear=0 shrinkage=0.0204111 Tree=6100 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=2.92844 2.95549 2.83655 threshold=-0.12077499999999998 0.16158000000000003 -0.029539999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021115150588172826 -0.0029625449260396934 0.011691231391204059 0.0030183144253865205 leaf_weight=4.5739818566944477 62.452988493521843 6.2023080688086329 15.914590531469001 leaf_count=38 2078 130 236 internal_value=0 -0.00162184 0.00715116 internal_weight=0 68.6553 20.4886 internal_count=2482 2208 274 is_linear=0 shrinkage=0.0204111 Tree=6101 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=2.81113 6.36457 2.99526 threshold=1.0000000180025095e-35 0.10812000000000001 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001883859343295721 -0.00023087928804924735 0.00031275272477260696 8.1850388030453889e-05 leaf_weight=22.180472803682282 5.2402512741246019 4.8572920626029363 59.190736628654122 leaf_count=1258 147 16 1056 internal_value=0 -9.74386e-05 5.60593e-05 internal_weight=0 27.0378 64.431 internal_count=2477 1274 1203 is_linear=0 shrinkage=0.000400217 Tree=6102 num_leaves=4 num_cat=0 split_feature=160 1365 15 split_gain=2.14994 2.13799 0.128953 threshold=-0.40446999999999994 1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011391275717911852 1.9564441392135821e-05 -0.00037675360122359279 -0.00043587909897987385 leaf_weight=0.33160245351609807 86.071977670751949 2.1249608568032263 1.7366072491895455 leaf_count=10 2200 42 179 internal_value=0 9.55022e-06 -0.000392759 internal_weight=0 88.1969 2.06821 internal_count=2431 2242 189 is_linear=0 shrinkage=0.000400217 Tree=6103 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.49415 5.3579 4.62305 threshold=-0.10674499999999999 -0.075434999999999988 -0.014034999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.2831266936286938e-06 -0.00024034109529640112 4.1072720354673083e-05 0.00032355402308577595 leaf_weight=29.944025401666295 15.682225402539187 34.444736821489641 9.8081074695073749 leaf_count=352 1243 756 95 internal_value=0 -4.73071e-05 8.67607e-05 internal_weight=0 50.127 39.7521 internal_count=2446 1999 447 is_linear=0 shrinkage=0.000400217 Tree=6104 num_leaves=4 num_cat=0 split_feature=1429 41 159 split_gain=2.62472 2.38307 0.415688 threshold=-1.0000000180025095e-35 0.078475000000000017 0.10438500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029884030375817528 2.5730902086720588e-05 -0.00024164337813968123 -0.00075891256385332703 leaf_weight=1.2113776237092668 82.175941720011906 5.5980176664161254 0.51800060790264968 leaf_count=117 2220 113 12 internal_value=0 8.39226e-06 -0.000474414 internal_weight=0 87.774 1.72938 internal_count=2462 2333 129 is_linear=0 shrinkage=0.000400217 Tree=6105 num_leaves=3 num_cat=0 split_feature=1456 0 split_gain=2.58031 2.53876 threshold=-1.0000000180025095e-35 -0.23058999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040801573398446762 0.00020500904210113074 -1.0795169090300107e-05 leaf_weight=2.2757447469084573 9.7384207587456313 76.801360242436203 leaf_count=216 63 2177 internal_value=0 1.37231e-05 internal_weight=0 86.5398 internal_count=2456 2240 is_linear=0 shrinkage=0.000400217 Tree=6106 num_leaves=3 num_cat=0 split_feature=9 14 split_gain=2.06801 1.9073 threshold=-0.036024999999999995 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042256988026827209 2.5050246285749149e-07 -0.00041881807587696335 leaf_weight=1.7095031352509966 85.000609263166552 1.6639444057036588 leaf_count=75 2292 82 internal_value=0 -8.32556e-06 internal_weight=0 86.6646 internal_count=2449 2374 is_linear=0 shrinkage=0.000400217 Tree=6107 num_leaves=4 num_cat=0 split_feature=128 1 2 split_gain=2.86995 2.68369 0.0634914 threshold=0.085185000000000025 0.12337000000000002 0.108005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5759155312810834e-05 -0.023791109635480614 0.01118170671505145 -0.011075463185157794 leaf_weight=74.352662878951378 1.7364134509844 9.8978808794636262 0.51845043196226459 leaf_count=2067 145 228 26 internal_value=0 0.00125987 -0.0215297 internal_weight=0 84.2505 2.25486 internal_count=2466 2295 171 is_linear=0 shrinkage=0.0204111 Tree=6108 num_leaves=4 num_cat=0 split_feature=2 14 0 split_gain=2.08729 2.7258 2.25115 threshold=0.12194500000000001 0.062655000000000016 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060114604540982216 -0.014893746869977232 -0.025469673380423639 0.011213526374604281 leaf_weight=76.261846336323288 1.4811640970874567 1.7697696521172464 10.55592387334036 leaf_count=2156 11 74 255 internal_value=0 -0.00120085 0.00789337 internal_weight=0 78.0316 12.0371 internal_count=2496 2230 266 is_linear=0 shrinkage=0.0204111 Tree=6109 num_leaves=3 num_cat=0 split_feature=48 160 split_gain=2.2016 2.05417 threshold=-0.097454999999999986 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020123152723194954 -0.019971070600570299 0.00079347371348539896 leaf_weight=2.1478082286776035 1.9220101675036847 82.076125257768581 leaf_count=39 190 2236 internal_value=0 0.000292395 internal_weight=0 83.9981 internal_count=2465 2426 is_linear=0 shrinkage=0.0204111 Tree=6110 num_leaves=4 num_cat=0 split_feature=42 43 2 split_gain=2.27946 2.9479 2.15116 threshold=-0.0044549999999999998 -0.51412499999999983 0.096540000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029593686362240152 0.00042879491934210893 2.4601792296379586e-05 6.2968431212774727e-05 leaf_weight=6.6142748478523554 2.8915607198141506 77.251016164242174 4.3852713450614829 leaf_count=493 18 1786 176 internal_value=0 3.97631e-05 -0.000153657 internal_weight=0 80.1426 10.9995 internal_count=2473 1804 669 is_linear=0 shrinkage=0.000400217 Tree=6111 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=2.63214 2.80132 threshold=0.084955000000000017 0.11439500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.4720194895460839e-05 -0.00046236366520946995 0.00015124020426508954 leaf_weight=72.695980787215376 2.0306286709383121 13.807205571793018 leaf_count=2259 35 173 internal_value=0 -1.32869e-05 internal_weight=0 86.5032 internal_count=2467 2432 is_linear=0 shrinkage=0.000400217 Tree=6112 num_leaves=4 num_cat=0 split_feature=42 132 124 split_gain=2.57882 3.36859 2.94447 threshold=-1.0000000180025095e-35 0.082230000000000011 -0.027784999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015864592270897981 0.016218018226178851 0.010209550967405317 0.00034765387288729984 leaf_weight=7.9427506154042913 5.1272904967481727 2.6887616530293599 69.263836949303368 leaf_count=571 158 121 1613 internal_value=0 -0.00923264 0.00146422 internal_weight=0 10.6315 74.3911 internal_count=2463 692 1771 is_linear=0 shrinkage=0.0204111 Tree=6113 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=3.16782 4.012 3.54892 threshold=0.098950000000000024 0.090810000000000016 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0076837552597150832 0.00863444798109274 0.0060714897444461716 -0.0040797283518532465 leaf_weight=38.073152387771188 21.876776148201316 11.401164468610657 15.571458942096795 leaf_count=1752 441 81 211 internal_value=0 -0.00450736 0.00335133 internal_weight=0 49.4743 37.4482 internal_count=2485 1833 652 is_linear=0 shrinkage=0.0204111 Tree=6114 num_leaves=4 num_cat=0 split_feature=4 16 0 split_gain=2.46156 5.43887 1.14983 threshold=0.27626000000000001 -0.35278499999999996 -0.23078999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01560241841129309 -0.0017438634763951857 0.0026775898780723225 0.012915170396612283 leaf_weight=7.4226293472456737 2.7319221310317507 67.701501833440489 11.436662156556848 leaf_count=121 28 2091 238 internal_value=0 0.000850904 0.0100972 internal_weight=0 75.1241 14.1686 internal_count=2478 2212 266 is_linear=0 shrinkage=0.0204111 Tree=6115 num_leaves=3 num_cat=0 split_feature=1348 45 split_gain=2.0943 2.02666 threshold=0.090205000000000021 -0.080359999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041789470391806423 0.0004147358244406631 -1.0752848563228886e-05 leaf_weight=1.6924211680889119 1.8656642027199257 84.555107274090915 leaf_count=9 26 2430 internal_value=0 -1.81066e-06 internal_weight=0 86.2475 internal_count=2465 2439 is_linear=0 shrinkage=0.000400217 Tree=6116 num_leaves=4 num_cat=0 split_feature=1429 52 2 split_gain=2.30382 2.90881 0.480083 threshold=-1.0000000180025095e-35 -0.046989999999999997 0.110335 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026698877296695239 9.7910282191971033e-05 -5.3900192135421264e-05 -0.00074798558728345586 leaf_weight=1.138186838281398 31.209001320854441 56.909286745336431 0.53937534027500067 leaf_count=102 650 1674 21 internal_value=0 -7.72026e-08 -0.000458764 internal_weight=0 88.1183 1.67756 internal_count=2447 2324 123 is_linear=0 shrinkage=0.000400217 Tree=6117 num_leaves=4 num_cat=0 split_feature=124 123 1375 split_gain=2.42346 3.16087 3.03088 threshold=-0.043384999999999993 1.0000000180025095e-35 0.071870000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026000705040535104 -4.0739732294334764e-06 0.00034099215906880265 -0.00042330218923650534 leaf_weight=1.7059874065162137 77.850591543334303 6.2772802221152233 2.7519732857181216 leaf_count=48 2153 167 110 internal_value=0 0.000210742 -1.89548e-05 internal_weight=0 7.98327 80.6026 internal_count=2478 215 2263 is_linear=0 shrinkage=0.000400217 Tree=6118 num_leaves=3 num_cat=0 split_feature=31 52 split_gain=2.3665 2.35255 threshold=-1.0000000180025095e-35 0.060835000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041937369793265813 -8.6042726443291589e-05 6.360794478242977e-05 leaf_weight=1.6801509696088022 61.852547262562439 23.005027520654039 leaf_count=74 1538 853 internal_value=0 -4.54418e-05 internal_weight=0 84.8576 internal_count=2465 2391 is_linear=0 shrinkage=0.000400217 Tree=6119 num_leaves=4 num_cat=0 split_feature=49 2 403 split_gain=2.55832 5.73178 2.74721 threshold=-0.085949999999999985 0.11376500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039879126697941358 -0.00021648755911554869 0.00025609441113056406 5.1766098903220966e-05 leaf_weight=6.5375022847147175 6.5816612580565552 3.0651846759137698 70.790959113923236 leaf_count=108 580 31 1699 internal_value=0 -0.000189209 2.86674e-05 internal_weight=0 9.60269 77.3726 internal_count=2418 139 2279 is_linear=0 shrinkage=0.000400217 Tree=6120 num_leaves=4 num_cat=0 split_feature=1 44 160 split_gain=2.57406 2.7727 1.31324 threshold=0.13130500000000003 1.0000000180025095e-35 -0.061284999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1042635156638757e-06 -6.1497377411514812e-05 -0.00049607133244078633 0.00033359738010152337 leaf_weight=80.881383350813849 1.7134157263790255 1.6664931020932261 5.7008829980768487 leaf_count=2233 55 30 132 internal_value=0 -1.75247e-06 0.000242736 internal_weight=0 82.5479 7.4143 internal_count=2450 2263 187 is_linear=0 shrinkage=0.000400217 Tree=6121 num_leaves=3 num_cat=0 split_feature=376 13 split_gain=2.63251 2.43075 threshold=0.088470000000000007 -0.5356749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023602126913290528 0.017017402062135072 -0.00036546258912950402 leaf_weight=1.8069429777096946 3.451369159956811 83.179436949869341 leaf_count=16 54 2381 internal_value=0 -0.000889915 internal_weight=0 84.9864 internal_count=2451 2397 is_linear=0 shrinkage=0.0204111 Tree=6122 num_leaves=3 num_cat=0 split_feature=1444 4 split_gain=1.9335 3.13922 threshold=-0.084274999999999989 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02159668156707218 -0.0173865779429986 0.00053928621252682767 leaf_weight=1.591608247370458 4.1742769571719682 80.578921345020717 leaf_count=25 120 2294 internal_value=0 -0.000365375 internal_weight=0 84.7532 internal_count=2439 2414 is_linear=0 shrinkage=0.0204111 Tree=6123 num_leaves=4 num_cat=0 split_feature=1 43 457 split_gain=3.38904 5.03796 3.38249 threshold=1.0000000180025095e-35 0.14198000000000002 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011510507849981397 -0.00078072307943156374 0.012179365309444025 0.011840717828561241 leaf_weight=21.269277267918373 50.365260677892365 4.43673444945125 10.61592332884902 leaf_count=1143 1064 138 138 internal_value=0 -0.00738666 0.00143416 internal_weight=0 25.706 60.9812 internal_count=2483 1281 1202 is_linear=0 shrinkage=0.0204111 Tree=6124 num_leaves=4 num_cat=0 split_feature=52 47 12 split_gain=3.71612 3.08508 0.775679 threshold=-0.24526499999999998 0.086380000000000012 -0.064689999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0059593196351983716 0.0029835183283222584 -0.0069310332107385053 -0.020635081264901732 leaf_weight=0.46460847835987795 67.469994095743459 16.101922527202987 4.0127248698991016 leaf_count=8 1923 243 274 internal_value=0 0.00106655 -0.0177973 internal_weight=0 83.5719 4.47733 internal_count=2448 2166 282 is_linear=0 shrinkage=0.0204111 Tree=6125 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=2.22786 2.32819 threshold=1.0000000180025095e-35 0.26577500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1907331891467575e-05 -0.017532440761171102 0.020052826657722032 leaf_weight=81.940259360055279 2.8194621006259686 2.3677234349161145 leaf_count=2334 49 100 internal_value=0 0.000567724 internal_weight=0 84.308 internal_count=2483 2434 is_linear=0 shrinkage=0.0204111 Tree=6126 num_leaves=4 num_cat=0 split_feature=43 4 376 split_gain=2.3452 4.75121 3.03488 threshold=-0.083814999999999987 -0.060264999999999992 0.088055000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033182350019876936 -6.5648337543720004e-05 -3.9976580369494723e-05 0.00037206575504914846 leaf_weight=8.7982839948381315 58.931147026914914 14.35213853404275 2.5405448887759112 leaf_count=205 1781 389 49 internal_value=0 0.000102243 -4.69146e-05 internal_weight=0 23.1504 61.4717 internal_count=2424 594 1830 is_linear=0 shrinkage=0.000400217 Tree=6127 num_leaves=4 num_cat=0 split_feature=42 13 2 split_gain=3.64701 2.76737 2.76373 threshold=-0.0044549999999999998 -0.5356749999999999 0.099185000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003643541305662386 -0.00042177683400410287 4.0184933655425135e-05 6.4673857448546419e-05 leaf_weight=7.0732770641079679 2.0244616007548748 75.13784085052248 3.5700510020869842 leaf_count=546 24 1809 157 internal_value=0 2.74711e-05 -0.000221272 internal_weight=0 77.1623 10.6433 internal_count=2536 1833 703 is_linear=0 shrinkage=0.000400217 Tree=6128 num_leaves=4 num_cat=0 split_feature=484 15 40 split_gain=2.29949 2.56847 2.29683 threshold=-0.0068949999999999992 -0.43799499999999997 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022551514190072001 0.00035717191917310778 1.4288799147054915e-05 -0.00032724515728566723 leaf_weight=1.4510841082083059 3.5540203392738468 77.233082983759232 5.4433247621309411 leaf_count=18 110 1958 391 internal_value=0 2.98465e-05 -0.00020916 internal_weight=0 80.7871 6.89441 internal_count=2477 2068 409 is_linear=0 shrinkage=0.000400217 Tree=6129 num_leaves=4 num_cat=0 split_feature=42 13 12 split_gain=2.2686 2.67241 0.973081 threshold=-0.108275 0.10979500000000002 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0055887506259791669 -0.00064339190261886636 0.010233768700096667 -0.027349881754181762 leaf_weight=1.9137290217913681 76.682750050727918 10.6130973076215 1.5533967369046875 leaf_count=31 2205 121 113 internal_value=0 0.000690427 -0.0158891 internal_weight=0 87.2958 3.46713 internal_count=2470 2326 144 is_linear=0 shrinkage=0.0204111 Tree=6130 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=2.25342 3.84757 2.81339 threshold=0.09864500000000001 0.12958500000000003 0.098180000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4498638223046111e-05 -0.0003170627576791197 0.00024077524326792044 0.00046063342490152234 leaf_weight=73.680516366028314 7.4667450793313019 2.5884958863025531 2.224245283403433 leaf_count=2059 339 41 16 internal_value=0 -0.00017239 2.8231e-05 internal_weight=0 10.0552 75.9048 internal_count=2455 380 2075 is_linear=0 shrinkage=0.000400217 Tree=6131 num_leaves=4 num_cat=0 split_feature=128 1446 2 split_gain=2.46026 2.41278 0.347222 threshold=1.0000000180025095e-35 0.090050000000000005 0.10855000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9241064837515652e-05 -0.00045948744070983219 -0.00042733154451733994 -8.0723094315068606e-05 leaf_weight=85.852965560099619 1.7801857423837639 1.7012330943471159 0.55624153096141515 leaf_count=2182 148 111 24 internal_value=0 2.96411e-05 -0.000377129 internal_weight=0 87.5542 2.33643 internal_count=2465 2293 172 is_linear=0 shrinkage=0.000400217 Tree=6132 num_leaves=4 num_cat=0 split_feature=133 456 1 split_gain=3.15938 2.28132 1.96605 threshold=0.099280000000000021 0.087015000000000023 0.10124500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018927981758758801 -0.025432047221011254 -0.014680546840145057 0.0094334303171239153 leaf_weight=82.099986708151846 2.8945116611030239 3.5008703187340862 0.80413367689470749 leaf_count=1963 337 130 40 internal_value=0 0.0011967 -0.0177974 internal_weight=0 85.6009 3.69865 internal_count=2470 2093 377 is_linear=0 shrinkage=0.0204111 Tree=6133 num_leaves=4 num_cat=0 split_feature=15 49 48 split_gain=2.5201 3.98484 2.87756 threshold=0.077615000000000003 -0.14750499999999997 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3751438824147798e-06 8.66474286480737e-05 -0.00043514344895801739 -0.00033544606596323361 leaf_weight=72.962876240610058 3.6947512634214945 6.1522967835880973 4.4377767769656193 leaf_count=1501 39 868 61 internal_value=0 -0.000240587 -2.66425e-05 internal_weight=0 9.84705 77.4007 internal_count=2469 907 1562 is_linear=0 shrinkage=0.000400217 Tree=6134 num_leaves=4 num_cat=0 split_feature=159 159 1 split_gain=2.1515 3.59452 3.32528 threshold=0.094480000000000022 0.087735000000000021 0.10423500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8897650234544423e-05 -0.00042769715423034718 0.00039305492596746643 0.00011669747130976523 leaf_weight=80.138585389593572 3.975077196781057 4.224155600048106 3.138503521491657 leaf_count=2106 166 54 113 internal_value=0 3.81284e-05 -0.000189424 internal_weight=0 84.3627 7.11358 internal_count=2439 2160 279 is_linear=0 shrinkage=0.000400217 Tree=6135 num_leaves=4 num_cat=0 split_feature=2 4 150 split_gain=2.82477 3.89219 3.03157 threshold=0.090545000000000014 -0.083954999999999988 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0089889810250772858 -0.0003363065157366966 -0.0080485339240528916 0.01139286347079985 leaf_weight=6.7696811627392881 36.397224409040064 29.822278215044207 12.162459486127771 leaf_count=320 916 1049 173 internal_value=0 -0.00487871 0.00262088 internal_weight=0 36.592 48.5597 internal_count=2458 1369 1089 is_linear=0 shrinkage=0.0204111 Tree=6136 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=3.30553 3.9051 threshold=0.26577500000000004 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0044130901937942286 0.020255287694341432 -0.0048156732977688273 leaf_weight=31.310086603942182 2.9960077259311211 48.619220979408055 leaf_count=969 111 1359 internal_value=0 -0.00119945 internal_weight=0 79.9293 internal_count=2439 2328 is_linear=0 shrinkage=0.0204111 Tree=6137 num_leaves=3 num_cat=0 split_feature=1456 128 split_gain=2.73112 2.19494 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041176910766767537 2.1068333161418825e-05 -0.00038229450399641013 leaf_weight=2.4138066939412957 82.63222730551206 2.1068944463804646 leaf_count=230 2065 171 internal_value=0 1.05482e-05 internal_weight=0 84.7391 internal_count=2466 2236 is_linear=0 shrinkage=0.000400217 Tree=6138 num_leaves=3 num_cat=0 split_feature=8 11 split_gain=2.81367 2.63472 threshold=1.0000000180025095e-35 0.080455000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046502514118741564 0.017874772858084049 -0.015535152208750083 leaf_weight=77.693195428975741 3.1671558601083225 5.0424351627807473 leaf_count=2312 55 134 internal_value=0 -0.00140325 internal_weight=0 82.7356 internal_count=2501 2446 is_linear=0 shrinkage=0.0204111 Tree=6139 num_leaves=4 num_cat=0 split_feature=131 453 15 split_gain=3.90165 2.37057 0.693515 threshold=0.092225000000000015 0.10218000000000001 -0.15824499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7873736269801595e-05 0.00018687689101449457 -0.00045526282181203667 -0.00041073140085168475 leaf_weight=81.079428435337832 0.27363814911223006 1.5481484858319152 4.0092356876120894 leaf_count=2177 39 15 233 internal_value=0 1.82176e-05 -0.000368761 internal_weight=0 82.6276 4.28287 internal_count=2464 2192 272 is_linear=0 shrinkage=0.000400217 Tree=6140 num_leaves=4 num_cat=0 split_feature=16 13 160 split_gain=2.95055 3.22535 2.9695 threshold=0.26538000000000006 0.41592000000000007 -0.40446999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004349670241768036 -0.00037476394512484987 0.00017555571968588631 5.2820547234282925e-05 leaf_weight=1.9394636005090422 5.6361151026067082 2.3472699415870011 79.308028975447087 leaf_count=179 287 11 1983 internal_value=0 -0.000212769 4.0594e-05 internal_weight=0 7.98339 81.2475 internal_count=2460 298 2162 is_linear=0 shrinkage=0.000400217 Tree=6141 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=2.53454 2.13567 threshold=0.30863500000000005 -0.39935999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004598602633670592 0.00039646475174942016 1.8925849785032262e-05 leaf_weight=1.4066600739279227 2.7033598608541061 86.010540930230491 leaf_count=135 103 2241 internal_value=0 1.06431e-05 internal_weight=0 87.4172 internal_count=2479 2376 is_linear=0 shrinkage=0.000400217 Tree=6142 num_leaves=3 num_cat=0 split_feature=47 131 split_gain=3.53493 2.55936 threshold=0.12431000000000002 0.092225000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020786001063104074 -0.017494600854260876 -0.013217236612596968 leaf_weight=80.259581515978425 4.3151380629205951 4.7201769079765645 leaf_count=2155 69 251 internal_value=0 0.00121272 internal_weight=0 84.9798 internal_count=2475 2406 is_linear=0 shrinkage=0.0204111 Tree=6143 num_leaves=3 num_cat=0 split_feature=39 0 split_gain=2.18558 2.54424 threshold=0.16946000000000003 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.3518026612735559e-05 0.00043631554522678603 -8.3748255856570222e-05 leaf_weight=38.450348389207647 1.575657233595847 49.157388306110079 leaf_count=436 19 1986 internal_value=0 -2.35117e-05 internal_weight=0 87.6077 internal_count=2441 2422 is_linear=0 shrinkage=0.000400217 Tree=6144 num_leaves=3 num_cat=0 split_feature=453 33 split_gain=2.60154 2.29099 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018650155963657725 -0.015116705825933087 0.0023125682915541798 leaf_weight=2.1170103140175334 3.851954123354516 86.127813304443407 leaf_count=31 61 2392 internal_value=0 0.00178667 internal_weight=0 88.2448 internal_count=2484 2423 is_linear=0 shrinkage=0.0204111 Tree=6145 num_leaves=4 num_cat=0 split_feature=12 12 4 split_gain=2.99613 3.34664 2.90261 threshold=0.09864500000000001 0.097910000000000011 0.23716000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7428568296300287e-05 -0.00039629759103445829 0.00046903175366744585 1.5955540075111734e-05 leaf_weight=77.326163181580341 5.3671719354606449 2.6093802976538418 5.4466493941145018 leaf_count=2074 300 25 55 internal_value=0 3.28059e-05 -0.00019062 internal_weight=0 79.9355 10.8138 internal_count=2454 2099 355 is_linear=0 shrinkage=0.000400217 Tree=6146 num_leaves=4 num_cat=0 split_feature=4 483 13 split_gain=2.38779 2.42127 0.0796279 threshold=0.51014500000000018 0.080810000000000007 -0.079369999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3329433324325637e-06 0.00020015551032600388 -0.00028354210722739652 0.00039603500766963986 leaf_weight=79.116357876357142 0.8536616932251494 4.6831288986904829 2.1480451298848484 leaf_count=2070 60 243 63 internal_value=0 -7.39087e-06 0.000349529 internal_weight=0 83.7995 3.00171 internal_count=2436 2313 123 is_linear=0 shrinkage=0.000400217 Tree=6147 num_leaves=4 num_cat=0 split_feature=13 45 0 split_gain=2.61586 2.25431 0.806668 threshold=-0.16901999999999998 -0.080359999999999987 -0.11749 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.8955567678763142e-05 0.00041941460232872504 -3.6398828852148482e-05 0.00030441073354609986 leaf_weight=3.7780488712742226 1.6649770587682713 79.826875600228959 5.0541672942199494 leaf_count=72 8 2346 68 internal_value=0 -2.65233e-05 0.000201468 internal_weight=0 81.4919 8.83222 internal_count=2494 2354 140 is_linear=0 shrinkage=0.000400217 Tree=6148 num_leaves=4 num_cat=0 split_feature=12 49 42 split_gain=2.61994 3.0575 2.64932 threshold=0.084045000000000022 -0.046739999999999997 0.08401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016842000114611728 0.0063639752680657614 -0.0074591221541718475 0.015443152052057743 leaf_weight=47.110583640249388 8.9513586357352306 25.217499867208971 6.5484963105554916 leaf_count=634 131 1516 183 internal_value=0 -0.00382887 0.00339199 internal_weight=0 34.1689 53.6591 internal_count=2464 1647 817 is_linear=0 shrinkage=0.0204111 Tree=6149 num_leaves=3 num_cat=0 split_feature=39 13 split_gain=2.05807 2.68679 threshold=0.16946000000000003 0.27266500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6096537691360586e-06 0.000433441831787762 -0.00040395722178145847 leaf_weight=86.7824045059333 1.5659488711971778 2.6304922947747391 leaf_count=2438 20 41 internal_value=0 -1.3937e-05 internal_weight=0 89.4129 internal_count=2499 2479 is_linear=0 shrinkage=0.000400217 Tree=6150 num_leaves=4 num_cat=0 split_feature=3 12 16 split_gain=2.41269 2.48934 1.89117 threshold=-0.10072999999999999 -0.070844999999999977 0.046185000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.4790503841921563e-05 0.00015877343106434 -4.9441830470337636e-05 0.00026999705210973196 leaf_weight=15.839330527538552 10.925601250695761 55.064762121073727 9.5309585719514853 leaf_count=230 266 1845 130 internal_value=0 -1.47584e-05 0.000130209 internal_weight=0 65.9904 25.3703 internal_count=2471 2111 360 is_linear=0 shrinkage=0.000400217 Tree=6151 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=2.65458 2.36812 threshold=-0.094929999999999987 -0.06001999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039063898120661732 8.9868616116883017e-05 -4.7120203659348998e-05 leaf_weight=2.7752724293386555 30.433295548969909 59.641705864061805 leaf_count=44 737 1724 internal_value=0 -7.82205e-07 internal_weight=0 90.075 internal_count=2505 2461 is_linear=0 shrinkage=0.000400217 Tree=6152 num_leaves=4 num_cat=0 split_feature=457 49 1373 split_gain=3.21574 2.5959 2.49614 threshold=-0.0046349999999999994 -0.0058449999999999986 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02189874800977586 -0.024733839282027804 0.0042646906607590089 0.0017095784581678279 leaf_weight=4.6089876400365029 1.4047629365231831 2.3264985959103788 76.856804029244813 leaf_count=150 19 42 2240 internal_value=0 -0.0131939 0.00120027 internal_weight=0 6.93549 78.2616 internal_count=2451 192 2259 is_linear=0 shrinkage=0.0204111 Tree=6153 num_leaves=3 num_cat=0 split_feature=39 13 split_gain=2.0982 2.22627 threshold=0.16946000000000003 -0.24588999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0091253714093795096 0.022144487610592224 -0.0018612289041093843 leaf_weight=8.3773408316192199 1.576788839069194 80.954115874688796 leaf_count=133 21 2343 internal_value=0 -0.000820792 internal_weight=0 89.3315 internal_count=2497 2476 is_linear=0 shrinkage=0.0204111 Tree=6154 num_leaves=3 num_cat=0 split_feature=146 47 split_gain=3.26594 2.8176 threshold=0.084720000000000004 0.13148500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.4732110747804336e-05 -0.00056048672880148391 -0.00031217596592444003 leaf_weight=81.94666074503948 1.5352432054933149 4.0665924040367818 leaf_count=2359 23 56 internal_value=0 8.4184e-06 internal_weight=0 86.0133 internal_count=2438 2415 is_linear=0 shrinkage=0.000400217 Tree=6155 num_leaves=3 num_cat=0 split_feature=31 474 split_gain=2.35294 2.55358 threshold=-1.0000000180025095e-35 0.084660000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02159076470579506 -0.0029700693480362705 0.0076009076585945214 leaf_weight=1.7502385058469361 73.556108809329089 10.824684362756669 leaf_count=69 2133 272 internal_value=0 -0.00160571 internal_weight=0 84.3808 internal_count=2474 2405 is_linear=0 shrinkage=0.0204111 Tree=6156 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=3.231 2.70935 threshold=-0.52412999999999987 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024836486969847613 -0.010924998040666555 0.0018515994471764731 leaf_weight=2.2656635765451929 7.4823768541682503 77.183050709574673 leaf_count=20 191 2280 internal_value=0 0.000709519 internal_weight=0 84.6654 internal_count=2491 2471 is_linear=0 shrinkage=0.0204111 Tree=6157 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=2.88863 3.44848 2.19825 threshold=0.11588000000000001 -0.14001499999999997 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2321853474114854e-05 0.00028012872152551656 -9.9271904442134798e-05 -2.2687675286853658e-05 leaf_weight=26.803947147785948 9.3856477631488797 44.259632174604121 6.41940156558121 leaf_count=272 201 1849 124 internal_value=0 -3.07561e-05 0.000157842 internal_weight=0 71.0636 15.805 internal_count=2446 2121 325 is_linear=0 shrinkage=0.000400217 Tree=6158 num_leaves=3 num_cat=0 split_feature=16 9 split_gain=2.30005 2.47824 threshold=-0.55433999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00062268033950688118 0.00043842268122938583 -3.094855562686585e-07 leaf_weight=0.81736200005980109 2.001238032578839 85.483570562435489 leaf_count=26 63 2372 internal_value=0 1.02742e-05 internal_weight=0 87.4848 internal_count=2461 2435 is_linear=0 shrinkage=0.000400217 Tree=6159 num_leaves=4 num_cat=0 split_feature=159 1210 15 split_gain=2.25937 2.10755 1.15703 threshold=0.11259000000000001 -0.08107499999999998 -0.18708499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004605661625119886 4.3507357655560111e-05 3.9722580267709862e-05 -0.0004605213108241818 leaf_weight=1.2584351199693617 1.039339395996649 87.098360195990608 2.2002188456608556 leaf_count=112 27 2248 101 internal_value=0 3.20233e-05 -0.000302764 internal_weight=0 88.3568 3.23956 internal_count=2488 2360 128 is_linear=0 shrinkage=0.000400217 Tree=6160 num_leaves=4 num_cat=0 split_feature=43 474 11 split_gain=2.87965 3.85261 2.87339 threshold=-0.074459999999999985 0.084660000000000027 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0059908604250136187 -0.0054653671003307945 0.010889597258462367 -0.016210824527774184 leaf_weight=30.216077019285876 47.783529929225551 6.7543697225701171 2.5328090890252488 leaf_count=968 1382 121 42 internal_value=0 -0.00342169 0.00422439 internal_weight=0 54.5379 32.7489 internal_count=2513 1503 1010 is_linear=0 shrinkage=0.0204111 Tree=6161 num_leaves=4 num_cat=0 split_feature=0 48 1 split_gain=2.08461 4.75307 4.41677 threshold=-0.13314999999999996 0.12649500000000002 0.11588000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012507374707334279 -0.00010998451463636145 -0.00036942508702623485 0.00014428917355897069 leaf_weight=30.123267543342081 46.187214857802246 3.3619726447686835 14.223535472730871 leaf_count=317 1861 29 276 internal_value=0 7.43596e-05 -4.99603e-05 internal_weight=0 33.4852 60.4108 internal_count=2483 346 2137 is_linear=0 shrinkage=0.000400217 Tree=6162 num_leaves=4 num_cat=0 split_feature=42 1 1429 split_gain=2.94028 3.17242 2.54564 threshold=-0.0044549999999999998 0.10790500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018668532434171138 -0.020979967131211971 0.0059211531018481083 0.0031727383113932237 leaf_weight=5.7579979061301838 1.7519475618973945 3.4133507473161444 75.908292091517069 leaf_count=609 127 55 1652 internal_value=0 -0.00955582 0.00259845 internal_weight=0 9.17135 77.6602 internal_count=2443 664 1779 is_linear=0 shrinkage=0.0204111 Tree=6163 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=2.33397 3.18259 2.64581 threshold=-0.12077499999999998 0.094405000000000003 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026896954790926043 -0.0053570551144798573 0.0033694015563155628 0.019829189754788167 leaf_weight=15.364665211156536 34.406269687306121 35.026928611012409 4.872713024262338 leaf_count=245 1595 616 29 internal_value=0 -0.000956487 0.00690291 internal_weight=0 69.4332 20.2374 internal_count=2485 2211 274 is_linear=0 shrinkage=0.0204111 Tree=6164 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=2.25618 2.55317 threshold=0.27266500000000005 -0.049149999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0039427418504768908 -0.02234880513332152 -0.0035820579472346024 leaf_weight=29.11367829219671 1.9832282332063176 52.487665314853075 leaf_count=727 35 1662 internal_value=0 -0.000895641 internal_weight=0 81.6013 internal_count=2424 2389 is_linear=0 shrinkage=0.0204111 Tree=6165 num_leaves=4 num_cat=0 split_feature=376 2 4 split_gain=3.9723 2.62436 0.323189 threshold=0.048375000000000008 0.14846500000000004 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001781624877403278 0.019933709391041228 0.016365543776805196 0.0090486783233025645 leaf_weight=77.689475868826776 3.7454534370917827 3.3563932749530059 2.0459535484551443 leaf_count=2246 65 93 58 internal_value=0 -0.00100855 0.0163329 internal_weight=0 81.0459 5.79141 internal_count=2462 2339 123 is_linear=0 shrinkage=0.0204111 Tree=6166 num_leaves=3 num_cat=0 split_feature=51 156 split_gain=2.37948 2.07174 threshold=-0.40274499999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041575936667838056 -0.00040254107702286597 2.5527446758543891e-05 leaf_weight=1.9745827553269908 1.7376556493618398 86.827775472615031 leaf_count=96 125 2265 internal_value=0 1.66311e-05 internal_weight=0 88.5654 internal_count=2486 2390 is_linear=0 shrinkage=0.000400217 Tree=6167 num_leaves=3 num_cat=0 split_feature=133 453 split_gain=2.44557 2.28521 threshold=-0.39935999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026043526367517174 0.0018560320754208218 -0.014820503937227225 leaf_weight=1.2857786703825684 83.231333380746946 3.4585883823165195 leaf_count=135 2299 60 internal_value=0 0.00117244 internal_weight=0 86.6899 internal_count=2494 2359 is_linear=0 shrinkage=0.0204111 Tree=6168 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=2.47122 7.8541 3.12748 threshold=-0.084024999999999975 -0.08428999999999999 -0.037429999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1102258269160703e-05 -0.00028070857408645932 0.0010106891009488052 -8.2546291319750938e-06 leaf_weight=24.956295443022103 7.6083522955777871 1.3344636919791799 53.664984153743717 leaf_count=722 588 18 1145 internal_value=0 0.000103888 -4.25357e-05 internal_weight=0 26.2908 61.2733 internal_count=2473 740 1733 is_linear=0 shrinkage=0.000400217 Tree=6169 num_leaves=4 num_cat=0 split_feature=3 42 43 split_gain=3.52561 3.67425 2.58429 threshold=-0.097754999999999995 0.094055000000000014 -0.063379999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0095126426764021964 0.002837727312699385 -0.0094501871668059324 -0.0060487441367693476 leaf_weight=21.836457020173842 20.658180102669576 5.185575039649847 39.677064193110709 leaf_count=316 934 62 1200 internal_value=0 0.00584966 -0.00300649 internal_weight=0 27.022 60.3352 internal_count=2512 378 2134 is_linear=0 shrinkage=0.0204111 Tree=6170 num_leaves=4 num_cat=0 split_feature=457 41 49 split_gain=2.83305 3.13597 1.9854 threshold=-0.0046349999999999994 0.079885000000000025 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019074619825390507 0.003012893506553916 -0.013978543735325293 0.0026603762586794623 leaf_weight=4.6455661078216508 76.53661781775736 4.6990071740292469 2.7313984135107594 leaf_count=130 2188 98 53 internal_value=0 0.00201215 -0.0111076 internal_weight=0 81.2356 7.37696 internal_count=2469 2286 183 is_linear=0 shrinkage=0.0204111 Tree=6171 num_leaves=4 num_cat=0 split_feature=131 1456 39 split_gain=2.25409 2.29615 1.90689 threshold=0.088845000000000021 1.0000000180025095e-35 0.087735000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028924948707982488 -0.015443256683826635 -0.017396460428666063 0.011527667536616328 leaf_weight=82.22127538593486 5.2416759701591209 2.2809582820809728 1.2841410557157358 leaf_count=1928 315 200 32 internal_value=0 0.00232254 -0.010031 internal_weight=0 84.5022 6.52582 internal_count=2475 2128 347 is_linear=0 shrinkage=0.0204111 Tree=6172 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=2.01809 2.51309 threshold=-1.0000000180025095e-35 0.093235000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021237367000720452 -0.00020937381843240521 -0.025192922735118937 leaf_weight=1.6710156417102542 85.828678484989723 1.5988955953216635 leaf_count=16 2401 30 internal_value=0 -0.000697917 internal_weight=0 87.4276 internal_count=2447 2431 is_linear=0 shrinkage=0.0204111 Tree=6173 num_leaves=4 num_cat=0 split_feature=14 42 147 split_gain=3.858 3.29453 0.651928 threshold=0.076175000000000007 -1.0000000180025095e-35 0.085610000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018456789136688773 -0.0002702693021608976 5.7091585134238296e-05 -0.00078582765109364385 leaf_weight=10.103838176593852 0.97375467718302278 78.255629417260934 0.84926374885253608 leaf_count=664 75 1739 10 internal_value=0 2.92594e-05 -0.000542019 internal_weight=0 88.3595 1.82302 internal_count=2488 2403 85 is_linear=0 shrinkage=0.000400217 Tree=6174 num_leaves=3 num_cat=0 split_feature=457 15 split_gain=2.50258 2.94825 threshold=-0.14941999999999997 0.048235000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035433088592453233 8.6925171047654124e-06 -0.00020487294408092483 leaf_weight=2.8437744210532392 77.025611735982238 11.848147233693451 leaf_count=30 1554 911 internal_value=0 -2.00008e-05 internal_weight=0 88.8738 internal_count=2495 2465 is_linear=0 shrinkage=0.000400217 Tree=6175 num_leaves=3 num_cat=0 split_feature=45 13 split_gain=2.30079 2.18111 threshold=-1.0000000180025095e-35 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021153304813837013 0.0040941554890198415 -0.0028300066366067976 leaf_weight=1.9617462603200682 27.83956832630065 58.767628978715948 leaf_count=20 734 1684 internal_value=0 -0.000601847 internal_weight=0 86.6072 internal_count=2438 2418 is_linear=0 shrinkage=0.0204111 Tree=6176 num_leaves=4 num_cat=0 split_feature=43 15 4 split_gain=2.67135 2.13541 0.0975575 threshold=0.25619500000000001 0.084050000000000014 0.10729000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8406031682788105e-05 -0.00054947838317150261 -0.00016950091548229896 -0.00022888684991812883 leaf_weight=78.763507905106962 1.1886967164828082 8.6842625129465869 0.44553139118943352 leaf_count=1543 125 806 20 internal_value=0 1.75689e-05 -0.000482358 internal_weight=0 87.4478 1.63423 internal_count=2494 2349 145 is_linear=0 shrinkage=0.000400217 Tree=6177 num_leaves=4 num_cat=0 split_feature=483 1210 13 split_gain=2.66123 2.27833 0.0451379 threshold=0.10297500000000001 -0.08107499999999998 -0.039024999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045793757178885704 -0.00024745703171629021 5.1567833716310381e-05 -0.0004588416474641302 leaf_weight=1.3173951990829653 0.7495970204836343 88.107067612076207 1.3600866794149613 leaf_count=111 82 2273 25 internal_value=0 4.34986e-05 -0.000399991 internal_weight=0 89.4245 2.10968 internal_count=2491 2384 107 is_linear=0 shrinkage=0.000400217 Tree=6178 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=4.04054 6.0173 2.76157 threshold=0.094405000000000003 0.0060650000000000009 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021003539899626064 -0.00014157541795430581 8.6745346590705623e-05 0.00012012570714325731 leaf_weight=28.715843749812848 7.7984753568161969 17.557016050654056 35.334080864224234 leaf_count=1365 211 365 563 internal_value=0 -9.74922e-05 7.25654e-05 internal_weight=0 46.2729 43.1326 internal_count=2504 1730 774 is_linear=0 shrinkage=0.000400217 Tree=6179 num_leaves=4 num_cat=0 split_feature=12 151 52 split_gain=2.78255 1.97349 1.60567 threshold=0.11498000000000001 -0.52082499999999987 -0.059524999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038718910435181058 1.5990159332162499e-05 3.1848777893251513e-05 -0.00053758777067420931 leaf_weight=1.727548424318228 1.3129097190540053 84.864053658136982 2.1836839247989692 leaf_count=46 36 2298 91 internal_value=0 2.29995e-05 -0.000335682 internal_weight=0 86.5916 3.49659 internal_count=2471 2344 127 is_linear=0 shrinkage=0.000400217 Tree=6180 num_leaves=4 num_cat=0 split_feature=12 148 12 split_gain=2.92384 2.67021 0.769867 threshold=0.11610500000000001 -0.084449999999999983 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01963390698131694 -0.029914163441056931 0.0014991585778451886 -0.0095291345944155045 leaf_weight=2.4559991677524513 1.3193117186965531 83.075514201762417 2.0351958250139432 leaf_count=51 48 2271 73 internal_value=0 0.000867457 -0.0182537 internal_weight=0 85.5315 3.35451 internal_count=2443 2322 121 is_linear=0 shrinkage=0.0204111 Tree=6181 num_leaves=3 num_cat=0 split_feature=2 48 split_gain=2.34115 2.76982 threshold=-0.14169499999999999 -0.097454999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017920998920881864 -0.024532243737077714 0.0011024102382993159 leaf_weight=3.2519836263963944 1.6827569323359046 81.418731122368627 leaf_count=61 32 2395 internal_value=0 0.000551012 internal_weight=0 83.1015 internal_count=2488 2427 is_linear=0 shrinkage=0.0204111 Tree=6182 num_leaves=4 num_cat=0 split_feature=41 38 1 split_gain=2.62922 2.49736 1.18123 threshold=0.079885000000000025 1.0000000180025095e-35 0.10776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022443189172921389 -0.022229991677456734 -0.016017688833970648 -0.0022636318601992745 leaf_weight=77.85145004916194 2.76710433102562 3.1386342183104707 2.2099727345630527 leaf_count=2318 67 47 34 internal_value=0 0.00151547 -0.0136092 internal_weight=0 80.9901 4.97708 internal_count=2466 2365 101 is_linear=0 shrinkage=0.0204111 Tree=6183 num_leaves=4 num_cat=0 split_feature=0 16 16 split_gain=2.71878 4.95138 3.97517 threshold=-0.10674499999999999 -0.014754999999999999 -0.54057999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9585124101755398e-06 -0.0011238819182095515 0.0003296224508082641 -4.1743469982520332e-05 leaf_weight=28.424069101005443 0.43782875873148341 9.8693473938765219 51.47579247102658 leaf_count=353 13 89 2038 internal_value=0 8.7122e-05 -5.32691e-05 internal_weight=0 38.2934 51.9136 internal_count=2493 442 2051 is_linear=0 shrinkage=0.000400217 Tree=6184 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=1.97409 2.299 threshold=-0.40186499999999997 0.088055000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025429231926152422 0.00083971989900651241 0.019696237401883285 leaf_weight=1.0424026772379864 84.780443955265582 2.6707025078212601 leaf_count=8 2407 52 internal_value=0 0.00144004 internal_weight=0 87.4511 internal_count=2467 2459 is_linear=0 shrinkage=0.0204111 Tree=6185 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=2.76649 2.5234 threshold=0.27266500000000005 0.094435000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0031582640805315853 -0.021554418314676853 0.0040206476310834498 leaf_weight=42.875116328264994 2.3867398175207191 38.708205702816485 leaf_count=1713 37 723 internal_value=0 0.000248701 internal_weight=0 81.5833 internal_count=2473 2436 is_linear=0 shrinkage=0.0204111 Tree=6186 num_leaves=4 num_cat=0 split_feature=15 1 133 split_gain=4.51499 2.84931 2.24647 threshold=0.082725000000000007 0.11174500000000002 -0.39935999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051559764056600271 -0.0004466751845922923 8.2515034385617229e-05 1.959893809812214e-05 leaf_weight=1.1647670312759135 5.8152333689758944 2.2047809338546358 78.248747393954545 leaf_count=75 847 26 1500 internal_value=0 -0.000302063 1.10343e-05 internal_weight=0 8.02001 79.4135 internal_count=2448 873 1575 is_linear=0 shrinkage=0.000400217 Tree=6187 num_leaves=4 num_cat=0 split_feature=52 4 12 split_gain=2.84355 3.10343 2.81539 threshold=-0.047889999999999995 0.0063750000000000013 0.09864500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00094387811281178248 -0.00014299329357294894 0.014514345828480501 -0.013875575622377305 leaf_weight=19.498567807062503 47.401977637186064 10.874172910564083 7.0474635178197778 leaf_count=563 1440 177 260 internal_value=0 0.0058379 -0.00194525 internal_weight=0 30.3727 54.4494 internal_count=2440 740 1700 is_linear=0 shrinkage=0.0204111 Tree=6188 num_leaves=3 num_cat=0 split_feature=47 46 split_gain=2.54926 2.37623 threshold=0.13148500000000005 0.084955000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.6960292832565714e-05 -0.00028724927386502278 -0.00049193438413531955 leaf_weight=81.357157342084975 4.5158316815213757 1.3267162723932404 leaf_count=2373 56 24 internal_value=0 1.79803e-05 internal_weight=0 82.6839 internal_count=2453 2397 is_linear=0 shrinkage=0.000400217 Tree=6189 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=2.67299 3.79502 1.8414 threshold=0.10423500000000001 -0.097754999999999995 0.085770000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.3181920295722498e-05 0.00015137963946347833 -0.00014807018750136419 -3.9448521178488041e-05 leaf_weight=19.095054477871599 19.751308647144469 35.105535311342464 13.611492426600305 leaf_count=265 401 1640 150 internal_value=0 -7.01321e-05 7.36532e-05 internal_weight=0 54.2006 33.3628 internal_count=2456 1905 551 is_linear=0 shrinkage=0.000400217 Tree=6190 num_leaves=4 num_cat=0 split_feature=43 2 15 split_gain=2.61917 2.814 1.15094 threshold=0.095890000000000017 0.14561000000000004 0.095155000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023447706115755852 0.0056882196529005787 0.016174430217823211 0.022603743559279469 leaf_weight=76.842731519689551 6.5686478571860771 3.4660807213513172 2.1965176032099407 leaf_count=2156 213 90 35 internal_value=0 -0.00152409 0.0101588 internal_weight=0 80.3088 8.76517 internal_count=2494 2246 248 is_linear=0 shrinkage=0.0204111 Tree=6191 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=2.37768 2.4521 threshold=0.30863500000000005 0.084930000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015883845954044321 0.020005780007704199 0.0090124118498983927 leaf_weight=77.20725667240913 2.34768512652954 10.190027398497476 leaf_count=2158 101 267 internal_value=0 -0.000342442 internal_weight=0 87.3973 internal_count=2526 2425 is_linear=0 shrinkage=0.0204111 Tree=6192 num_leaves=4 num_cat=0 split_feature=157 13 2 split_gain=2.35613 2.76949 1.71578 threshold=-0.084489999999999996 -0.084024999999999975 0.113445 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019997758179715802 0.0068310572906620064 -0.0011776279922903045 0.01059135476849298 leaf_weight=3.5161832910998774 26.590172127944243 55.051667267631274 0.89119020657381032 leaf_count=173 661 1599 19 internal_value=0 0.00143653 -0.0137033 internal_weight=0 81.6418 4.40737 internal_count=2452 2260 192 is_linear=0 shrinkage=0.0204111 Tree=6193 num_leaves=3 num_cat=0 split_feature=156 1 split_gain=2.01083 2.1002 threshold=-1.0000000180025095e-35 0.088975000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039925235025182028 -6.2057430812931369e-05 6.6145364819924254e-05 leaf_weight=1.8045721758553543 33.832574216710782 51.447661577549297 leaf_count=130 1446 879 internal_value=0 1.52698e-05 internal_weight=0 85.2802 internal_count=2455 2325 is_linear=0 shrinkage=0.000400217 Tree=6194 num_leaves=4 num_cat=0 split_feature=1 14 16 split_gain=2.33236 3.647 0.742641 threshold=0.13662500000000002 0.062655000000000016 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006504586140963529 0.019036035814134867 -0.030706949431377074 0.0039654127315133809 leaf_weight=81.07965180201063 2.9764277358335676 1.6056859886812151 2.5685726222873191 leaf_count=2274 101 74 43 internal_value=0 -0.00127487 0.0122716 internal_weight=0 82.6853 5.545 internal_count=2492 2348 144 is_linear=0 shrinkage=0.0204111 Tree=6195 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=2.32232 2.07604 threshold=-1.0000000180025095e-35 -0.0044549999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040520950951031883 -0.00015375120518238479 3.6223023006149376e-05 leaf_weight=2.0683774423923742 10.383837219582345 75.356926688607928 leaf_count=216 636 1639 internal_value=0 1.30452e-05 internal_weight=0 85.7408 internal_count=2491 2275 is_linear=0 shrinkage=0.000400217 Tree=6196 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=2.92981 3.38595 1.9008 threshold=0.10423500000000001 -0.12077499999999998 0.14816000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041957984791633164 0.001820470580809975 -0.0072593127825681218 0.018364940135208591 leaf_weight=14.506357805752485 29.799246459093411 40.734710822624038 3.0968169191910411 leaf_count=170 459 1763 83 internal_value=0 -0.00424879 0.00343497 internal_weight=0 55.2411 32.8961 internal_count=2475 1933 542 is_linear=0 shrinkage=0.0204111 Tree=6197 num_leaves=4 num_cat=0 split_feature=2 1443 150 split_gain=3.84486 3.17975 2.57965 threshold=0.089810000000000015 0.088965000000000016 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015633513323971843 1.3511521303247548e-06 0.00040987279166725756 0.00020969528836331346 leaf_weight=29.963557411618243 41.729485462203229 1.5715345498756494 12.220678001845952 leaf_count=1278 967 20 164 internal_value=0 -0.000126768 4.88814e-05 internal_weight=0 31.5351 53.9502 internal_count=2429 1298 1131 is_linear=0 shrinkage=0.000400217 Tree=6198 num_leaves=3 num_cat=0 split_feature=44 124 split_gain=2.4036 2.33566 threshold=1.0000000180025095e-35 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01292770188664381 -0.01776945326778508 0.00074255837315522117 leaf_weight=7.040718704898608 2.5966125752311191 78.469585227368952 leaf_count=196 48 2243 internal_value=0 0.00176145 internal_weight=0 85.5103 internal_count=2487 2439 is_linear=0 shrinkage=0.0204111 Tree=6199 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.80277 5.28162 4.92656 threshold=-0.10674499999999999 -0.084074999999999997 -0.011964999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.4454142361189235e-06 -0.00031322755605758557 7.0649306920173454e-06 0.00035577397563011379 leaf_weight=31.049978610386461 10.397789626495067 38.270412354273503 8.1769167067250219 leaf_count=363 742 1328 81 internal_value=0 -6.19263e-05 8.16532e-05 internal_weight=0 48.6682 39.2269 internal_count=2514 2070 444 is_linear=0 shrinkage=0.000400217 Tree=6200 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=2.41826 2.59659 threshold=-0.52412999999999987 -0.4214949999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041306105873596818 -0.00021035490363023948 3.3498266835886025e-05 leaf_weight=2.3707439792342475 7.5398322549881405 81.313997350232967 leaf_count=19 145 2311 internal_value=0 1.2567e-05 internal_weight=0 88.8538 internal_count=2475 2456 is_linear=0 shrinkage=0.000400217 Tree=6201 num_leaves=3 num_cat=0 split_feature=9 41 split_gain=2.7014 2.51716 threshold=-1.0000000180025095e-35 0.079885000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043755521975903731 1.6923289962894421e-05 -0.00028186079666394015 leaf_weight=2.2127090146823312 81.17652661732609 4.6700788946764069 leaf_count=72 2306 98 internal_value=0 3.23379e-07 internal_weight=0 85.8466 internal_count=2476 2404 is_linear=0 shrinkage=0.000400217 Tree=6202 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.21179 2.8421 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02012328023354128 0.037009544521099613 -0.00017078298506223333 leaf_weight=2.1774784338704185 0.75334447459317644 84.363060536497869 leaf_count=245 2 2248 internal_value=0 0.00020648 internal_weight=0 85.1164 internal_count=2495 2250 is_linear=0 shrinkage=0.0204111 Tree=6203 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=3.21045 9.24034 4.21093 threshold=1.0000000180025095e-35 -0.059114999999999994 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038704202529245036 0.00010404560811652554 0.00010161514705336277 -0.00021470067626370334 leaf_weight=10.58088603669785 54.156165284817689 14.662742468717623 7.458039667500997 leaf_count=1148 852 133 323 internal_value=0 -0.000104011 6.51438e-05 internal_weight=0 25.2436 61.6142 internal_count=2456 1281 1175 is_linear=0 shrinkage=0.000400217 Tree=6204 num_leaves=4 num_cat=0 split_feature=42 43 39 split_gain=2.04906 3.4657 2.82997 threshold=0.10256000000000001 0.095890000000000017 0.085345000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6555511553243355e-05 -0.00041243326222428702 0.00031853473282779523 0.0002053342405073769 leaf_weight=74.645176068665023 3.557997771225927 6.5174955973780007 1.673226222163066 leaf_count=1953 205 194 59 internal_value=0 4.12104e-05 -0.000214676 internal_weight=0 81.1627 5.23122 internal_count=2411 2147 264 is_linear=0 shrinkage=0.000400217 Tree=6205 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=2.78492 4.43155 3.22179 threshold=-0.097754999999999995 1.0000000180025095e-35 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.5455046501164421e-05 -0.00023669236414087906 1.8654792367594082e-05 0.00039747653981160716 leaf_weight=21.746086255483537 14.139746003571416 46.044852837294457 5.0501464438420944 leaf_count=332 1158 924 37 internal_value=0 -4.16645e-05 0.000113177 internal_weight=0 60.1846 26.7962 internal_count=2451 2082 369 is_linear=0 shrinkage=0.000400217 Tree=6206 num_leaves=3 num_cat=0 split_feature=1365 3 split_gain=2.82811 2.19165 threshold=1.0000000180025095e-35 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012449862384757854 -0.00045480075397484192 -2.2849440657765486e-05 leaf_weight=20.938097147303779 2.0219421471701926 69.624565722167972 leaf_count=272 47 2184 internal_value=0 1.13291e-05 internal_weight=0 90.5627 internal_count=2503 2456 is_linear=0 shrinkage=0.000400217 Tree=6207 num_leaves=3 num_cat=0 split_feature=15 131 split_gain=2.46753 2.64029 threshold=-0.46714499999999998 0.088845000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036283183677608162 1.7657844404067394e-05 -0.00025172557780879994 leaf_weight=2.9666261464444679 80.746019614389297 6.168455674989672 leaf_count=94 2064 324 internal_value=0 -1.75999e-06 internal_weight=0 86.9145 internal_count=2482 2388 is_linear=0 shrinkage=0.000400217 Tree=6208 num_leaves=4 num_cat=0 split_feature=1429 131 3 split_gain=2.86741 2.69593 0.236498 threshold=-1.0000000180025095e-35 0.092225000000000015 0.097665000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035647138819214642 2.8383197857747868e-05 -0.00029655261143856319 -0.00079681466945449723 leaf_weight=0.88973360147065139 83.49096195029415 4.188408754169358 0.45049126830417663 leaf_count=101 2111 263 15 internal_value=0 1.25027e-05 -0.000554509 internal_weight=0 87.6794 1.34022 internal_count=2490 2374 116 is_linear=0 shrinkage=0.000400217 Tree=6209 num_leaves=3 num_cat=0 split_feature=45 0 split_gain=2.30806 2.04104 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041575648873873279 6.2366681300767666e-05 -5.8830495531536856e-05 leaf_weight=2.0406397555198046 40.775814637319854 48.732794959598323 leaf_count=19 443 2021 internal_value=0 -3.60995e-06 internal_weight=0 89.5086 internal_count=2483 2464 is_linear=0 shrinkage=0.000400217 Tree=6210 num_leaves=4 num_cat=0 split_feature=15 483 15 split_gain=2.3462 3.13456 0.179164 threshold=-0.46714499999999998 0.080810000000000007 -0.47612499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020255267393142897 -0.0004689360958293213 -0.019384917309791663 0.0094253762704643983 leaf_weight=1.8411062474187931 80.006679486999928 3.7124749276481444 1.4601728966372309 leaf_count=70 2113 234 23 internal_value=0 -0.00133252 0.0159315 internal_weight=0 83.7192 3.30128 internal_count=2440 2347 93 is_linear=0 shrinkage=0.0204111 Tree=6211 num_leaves=3 num_cat=0 split_feature=8 31 split_gain=2.51053 2.30259 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021568944668272073 0.016561005487076536 -0.001717753005368454 leaf_weight=1.6963864888966771 3.3337073287111698 81.879392910663228 leaf_count=70 53 2374 internal_value=0 -0.00121686 internal_weight=0 83.5758 internal_count=2497 2444 is_linear=0 shrinkage=0.0204111 Tree=6212 num_leaves=3 num_cat=0 split_feature=457 48 split_gain=2.06332 2.11751 threshold=-0.23069499999999998 -0.097454999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017904295279997883 -0.020579633564498497 -9.8408110393334472e-05 leaf_weight=2.4719362968753549 2.0440633899997911 85.602612631118973 leaf_count=24 33 2414 internal_value=0 -0.000601711 internal_weight=0 87.6467 internal_count=2471 2447 is_linear=0 shrinkage=0.0204111 Tree=6213 num_leaves=4 num_cat=0 split_feature=160 151 403 split_gain=2.0027 2.58912 2.57924 threshold=-0.091944999999999985 -0.27336999999999995 0.084525000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002590213351247705 -0.00035830319148600042 5.1916954035239253e-05 0.00040210386596957172 leaf_weight=6.8655739972109577 2.4331065414153263 78.653954945839359 0.99122473146417167 leaf_count=337 56 2071 25 internal_value=0 3.91307e-05 -0.000171135 internal_weight=0 81.0871 7.8568 internal_count=2489 2127 362 is_linear=0 shrinkage=0.000400217 Tree=6214 num_leaves=3 num_cat=0 split_feature=1456 38 split_gain=2.93554 2.12253 threshold=-1.0000000180025095e-35 0.10386000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041110096560175661 3.43176226272265e-05 -0.00038226994349890587 leaf_weight=2.4366901458579369 84.536957975466066 1.8938463807571668 leaf_count=230 2208 32 internal_value=0 2.47067e-05 internal_weight=0 86.4308 internal_count=2470 2240 is_linear=0 shrinkage=0.000400217 Tree=6215 num_leaves=3 num_cat=0 split_feature=46 42 split_gain=2.05064 2.17828 threshold=0.084955000000000017 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0077171620007563842 -0.019166328685206256 0.0018372701651581083 leaf_weight=11.293185469599846 2.1270793606527141 77.360459095310944 leaf_count=676 41 1776 internal_value=0 0.000611975 internal_weight=0 88.6536 internal_count=2493 2452 is_linear=0 shrinkage=0.0204111 Tree=6216 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=2.58643 2.70073 2.69502 threshold=0.084045000000000022 0.052555000000000011 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010402719539899786 -0.00015143595807771154 6.9868113597912329e-05 -0.0001654893468836013 leaf_weight=46.085346303967526 23.270771299456101 14.109945653417524 6.7177996939863069 leaf_count=700 1298 387 110 internal_value=0 -6.7942e-05 6.94607e-05 internal_weight=0 37.3807 52.8031 internal_count=2495 1685 810 is_linear=0 shrinkage=0.000400217 Tree=6217 num_leaves=4 num_cat=0 split_feature=12 2 12 split_gain=2.34041 1.9064 0.843393 threshold=0.11486500000000001 0.14492000000000002 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036317486797750613 -0.034535879375075802 0.01472701307772741 -0.010083893630629955 leaf_weight=80.999102342062542 0.8225651463872049 3.5326374975120407 1.9993630088792995 leaf_count=2277 58 87 74 internal_value=0 0.000286101 -0.0182574 internal_weight=0 84.5317 2.82193 internal_count=2496 2364 132 is_linear=0 shrinkage=0.0204111 Tree=6218 num_leaves=4 num_cat=0 split_feature=132 376 12 split_gain=2.64495 2.61277 2.12731 threshold=0.081240000000000021 0.048375000000000008 0.086965000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3720889198394852e-05 0.00031047646862110835 0.00017485119058400261 -9.575217873962194e-05 leaf_weight=70.02991285499229 5.7711176847224106 6.7681281875993582 3.114934307144722 leaf_count=2071 107 134 147 internal_value=0 -6.07118e-05 0.000168657 internal_weight=0 76.798 8.88605 internal_count=2459 2205 254 is_linear=0 shrinkage=0.000400217 Tree=6219 num_leaves=4 num_cat=0 split_feature=12 52 12 split_gain=2.30032 3.57375 2.48276 threshold=0.084045000000000022 0.070205000000000017 0.090455000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2141247895754187e-06 -0.00024914649858353422 0.00026449522744016957 -5.188197307739432e-06 leaf_weight=40.196102796558989 8.8891219492470537 11.131052609540346 25.951759608436987 leaf_count=626 765 176 895 internal_value=0 6.50308e-05 -6.80292e-05 internal_weight=0 51.3272 34.8409 internal_count=2462 802 1660 is_linear=0 shrinkage=0.000400217 Tree=6220 num_leaves=4 num_cat=0 split_feature=1429 0 43 split_gain=1.90744 2.07507 0.874748 threshold=-1.0000000180025095e-35 -0.062109999999999992 -0.079184999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2492007523725272e-05 -9.0164719769245788e-06 0.00012383570873736264 -0.00060981625399129165 leaf_weight=0.50343535164211062 61.902224394380028 26.94475670378597 0.98563318589185545 leaf_count=45 1944 387 70 internal_value=0 3.1379e-05 -0.000409418 internal_weight=0 88.847 1.48907 internal_count=2446 2331 115 is_linear=0 shrinkage=0.000400217 Tree=6221 num_leaves=4 num_cat=0 split_feature=376 12 133 split_gain=3.62419 2.89099 0.398673 threshold=0.048375000000000008 0.095525000000000013 0.085090000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1327877900381987e-05 0.00016760694878817785 -0.0001948418967421026 0.00038001923139531322 leaf_weight=69.72207225998136 2.8068667757324866 12.797232815111782 3.5347614105266985 leaf_count=1813 44 528 96 internal_value=0 -2.0866e-05 0.000290543 internal_weight=0 82.5193 6.34163 internal_count=2481 2341 140 is_linear=0 shrinkage=0.000400217 Tree=6222 num_leaves=4 num_cat=0 split_feature=48 484 52 split_gain=2.45135 2.42368 2.36198 threshold=-0.032929999999999994 -1.0000000180025095e-35 -0.0064899999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0066364693655031086 -0.013241621043321126 0.0004520431181821951 0.017982522220724204 leaf_weight=2.1746325529820751 5.7161939513207463 70.706840518530953 5.7710403453093013 leaf_count=79 382 1913 66 internal_value=0 -0.000590072 0.011246 internal_weight=0 76.423 7.94567 internal_count=2440 2295 145 is_linear=0 shrinkage=0.0204111 Tree=6223 num_leaves=4 num_cat=0 split_feature=14 457 147 split_gain=2.94577 2.39915 0.824235 threshold=0.062655000000000016 -0.15747999999999998 0.085610000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016762632471492768 -0.010385502446873867 -0.00074635094607849431 -0.040718658943061703 leaf_weight=3.2787094966042778 0.81012201445264398 84.730217518732388 0.79390363581478596 leaf_count=29 69 2385 10 internal_value=0 -7.35962e-05 -0.027076 internal_weight=0 88.0089 1.60403 internal_count=2493 2414 79 is_linear=0 shrinkage=0.0204111 Tree=6224 num_leaves=4 num_cat=0 split_feature=1429 1 43 split_gain=2.0407 2.23695 0.824306 threshold=-1.0000000180025095e-35 0.077765000000000015 -0.081029999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064260145070961809 -0.0038396184906523689 0.003238333984876204 -0.029818795523411608 leaf_weight=0.51651840384147352 26.482134491569013 61.824123000737018 1.1534689420477651 leaf_count=42 1255 1118 79 internal_value=0 0.00111355 -0.0209489 internal_weight=0 88.3063 1.66999 internal_count=2494 2373 121 is_linear=0 shrinkage=0.0204111 Tree=6225 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.95533 3.78335 threshold=-0.51412499999999983 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002880075384116903 -0.00040447097392455752 2.4079651615880196e-05 leaf_weight=4.0481954112037775 3.3239971227012566 83.063567908369805 leaf_count=42 120 2301 internal_value=0 7.08778e-06 internal_weight=0 86.3876 internal_count=2463 2421 is_linear=0 shrinkage=0.000400217 Tree=6226 num_leaves=4 num_cat=0 split_feature=1 14 52 split_gain=3.97321 2.91198 0.654455 threshold=0.13662500000000002 0.076175000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6454355034193041e-06 0.00014854315624347733 -0.00052258225497345203 0.00045721841496984718 leaf_weight=81.451252514840235 1.8355561529751865 1.5946437744350976 3.3283946533483677 leaf_count=2251 50 74 78 internal_value=0 -5.18754e-06 0.000352979 internal_weight=0 83.0459 5.16395 internal_count=2453 2325 128 is_linear=0 shrinkage=0.000400217 Tree=6227 num_leaves=4 num_cat=0 split_feature=1 0 151 split_gain=3.70365 5.55403 2.41746 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.28286499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034505673743512842 -0.00035166874841657006 3.0606759724220171e-05 6.4740311491061047e-05 leaf_weight=10.962032142031605 2.2090731830612631 14.595898388724889 59.948399023574893 leaf_count=1147 30 141 1141 internal_value=0 -0.000131321 4.93354e-05 internal_weight=0 25.5579 62.1575 internal_count=2459 1288 1171 is_linear=0 shrinkage=0.000400217 Tree=6228 num_leaves=4 num_cat=0 split_feature=4 16 4 split_gain=2.14709 3.99188 1.95474 threshold=0.27626000000000001 -0.19187499999999999 0.40945500000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023472198737040358 0.0004021560465644986 1.8834537160083293e-05 6.2431020592810008e-05 leaf_weight=11.714986291990497 3.485267056268639 62.431813668965333 11.26599641368375 leaf_count=164 38 2015 235 internal_value=0 -2.15202e-05 0.000145122 internal_weight=0 74.1468 14.7513 internal_count=2452 2179 273 is_linear=0 shrinkage=0.000400217 Tree=6229 num_leaves=4 num_cat=0 split_feature=1429 1210 2 split_gain=2.24971 1.86734 0.45795 threshold=-1.0000000180025095e-35 -0.08107499999999998 0.11084500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026529637297850143 -0.00045673637540284679 1.0361907484751515e-05 -0.00074438666096817189 leaf_weight=1.0954035818085675 1.2812597306401574 85.378761153966479 0.52208424743730564 leaf_count=98 104 2257 22 internal_value=0 2.87546e-06 -0.000458116 internal_weight=0 86.66 1.61749 internal_count=2481 2361 120 is_linear=0 shrinkage=0.000400217 Tree=6230 num_leaves=4 num_cat=0 split_feature=43 42 15 split_gain=2.66047 3.21696 2.75369 threshold=0.053180000000000012 0.086035000000000014 0.084050000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004961906605592813 0.013307770208090467 -0.0088309539325497344 -0.014856517192973449 leaf_weight=66.827447133073292 10.928748803184133 3.547473660495597 5.9572540881163141 leaf_count=1437 194 150 673 internal_value=0 0.00785642 -0.00169256 internal_weight=0 14.4762 72.7847 internal_count=2454 344 2110 is_linear=0 shrinkage=0.0204111 Tree=6231 num_leaves=4 num_cat=0 split_feature=3 43 376 split_gain=2.30632 3.33647 2.66784 threshold=-0.10373499999999998 0.084965000000000013 0.048375000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016400561033221269 -8.6576744735725501e-05 -0.00020007565610184847 0.00019541278714964747 leaf_weight=18.918165902272452 55.069750509830556 5.0136838869293561 5.8477369546017135 leaf_count=287 2008 45 126 internal_value=0 8.71547e-05 -5.91985e-05 internal_weight=0 23.9318 60.9175 internal_count=2466 332 2134 is_linear=0 shrinkage=0.000400217 Tree=6232 num_leaves=4 num_cat=0 split_feature=0 48 2 split_gain=2.29612 4.91292 3.22357 threshold=-0.10674499999999999 0.12879500000000002 0.11946000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066683489743114121 -0.0046924222166541138 -0.018161602053994915 0.0096645018503495484 leaf_weight=33.809416079922812 41.582264031349041 3.5720791297862879 7.6148325984249814 leaf_count=396 1784 30 206 internal_value=0 0.00424851 -0.00245333 internal_weight=0 37.3815 49.1971 internal_count=2416 426 1990 is_linear=0 shrinkage=0.0204111 Tree=6233 num_leaves=3 num_cat=0 split_feature=9 47 split_gain=2.06758 2.20081 threshold=-1.0000000180025095e-35 0.086380000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036109321357472219 2.0595805682511177e-05 -0.00013525592803362757 leaf_weight=2.3198838766838881 66.956954751854937 18.409653848662856 leaf_count=67 2085 313 internal_value=0 -1.31474e-05 internal_weight=0 85.3666 internal_count=2465 2398 is_linear=0 shrinkage=0.000400217 Tree=6234 num_leaves=3 num_cat=0 split_feature=158 403 split_gain=2.13425 2.10432 threshold=0.10868000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00016748599266791283 -0.00038971483581428816 5.9980589010046918e-05 leaf_weight=6.9939104322511403 1.7699224296011369 78.669932237604371 leaf_count=585 117 1751 internal_value=0 4.1215e-05 internal_weight=0 85.6638 internal_count=2453 2336 is_linear=0 shrinkage=0.000400217 Tree=6235 num_leaves=3 num_cat=0 split_feature=14 2 split_gain=3.39856 3.03397 threshold=0.076175000000000007 0.090510000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.004792687782902089 -0.03136140427985571 0.0031463506386796209 leaf_weight=34.738477524148038 1.3750139654439397 47.124144868137591 leaf_count=1298 70 1046 internal_value=0 -0.000224532 internal_weight=0 81.8626 internal_count=2414 2344 is_linear=0 shrinkage=0.0204111 Tree=6236 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=2.45103 4.59404 2.16119 threshold=1.0000000180025095e-35 -0.084074999999999997 0.083930000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017857457933791104 0.013534528910153916 0.00091801210329995925 0.00053227767041066118 leaf_weight=8.4786199600130221 5.7746331185044246 14.726123240763625 56.024467680897942 leaf_count=638 91 626 1108 internal_value=0 -0.00599504 0.00176951 internal_weight=0 23.2047 61.7991 internal_count=2463 1264 1199 is_linear=0 shrinkage=0.0204111 Tree=6237 num_leaves=4 num_cat=0 split_feature=484 150 15 split_gain=2.6833 3.96934 2.31223 threshold=-1.0000000180025095e-35 0.094605000000000009 -0.24269999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039747998561836894 0.00025257906394809721 0.00031162502225859893 1.6969768530987266e-05 leaf_weight=5.0234175301920905 7.2148001178720724 1.5850311915855853 74.878579197265935 leaf_count=402 183 14 1832 internal_value=0 -0.000225043 3.79922e-05 internal_weight=0 6.60845 82.0934 internal_count=2431 416 2015 is_linear=0 shrinkage=0.000400217 Tree=6238 num_leaves=4 num_cat=0 split_feature=15 15 4 split_gain=2.12741 3.56645 2.14645 threshold=-0.15094499999999997 -0.11689999999999999 0.25539000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012397871382887433 -0.017908806215723418 0.00044364904683286393 0.012129184612944589 leaf_weight=1.6462909210895293 4.5859091884703949 72.281897524600936 10.10759104999306 leaf_count=72 106 2116 210 internal_value=0 -0.000675709 0.00860927 internal_weight=0 76.8678 11.7539 internal_count=2504 2222 282 is_linear=0 shrinkage=0.0204111 Tree=6239 num_leaves=3 num_cat=0 split_feature=376 4 split_gain=1.88902 2.36711 threshold=0.088470000000000007 -0.26545999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.008771923699919042 0.014913047822207516 0.00075565772046750203 leaf_weight=12.630593557318205 3.2645628699974614 73.599463793554605 leaf_count=192 53 2233 internal_value=0 -0.000649465 internal_weight=0 86.2301 internal_count=2478 2425 is_linear=0 shrinkage=0.0204111 Tree=6240 num_leaves=3 num_cat=0 split_feature=51 472 split_gain=2.27033 1.8183 threshold=-0.40274499999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041560729382923592 -0.00039695039108376512 3.6534473880593992e-05 leaf_weight=1.7637462234815746 1.4653590236703156 90.803711713291705 leaf_count=90 122 2306 internal_value=0 2.91774e-05 internal_weight=0 92.2691 internal_count=2518 2428 is_linear=0 shrinkage=0.000400217 Tree=6241 num_leaves=4 num_cat=0 split_feature=123 1373 2 split_gain=2.32103 2.35111 1.24945 threshold=1.0000000180025095e-35 0.078175000000000008 0.095105000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8664808635849558e-05 -2.563619603619348e-05 -0.00042452944791234154 0.00030147117986360951 leaf_weight=75.654726381173532 2.8001114348007814 2.245988401118665 5.4228610747959465 leaf_count=2210 95 57 113 internal_value=0 -3.0959e-05 0.000191236 internal_weight=0 77.9007 8.22297 internal_count=2475 2267 208 is_linear=0 shrinkage=0.000400217 Tree=6242 num_leaves=3 num_cat=0 split_feature=15 483 split_gain=1.8741 2.01742 threshold=-0.47090499999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018480992142071724 0.00033702793336712718 -0.013771825901849314 leaf_weight=2.1340354605927123 79.541187619146513 4.3467379689609507 leaf_count=88 2116 268 internal_value=0 -0.000411419 internal_weight=0 83.8879 internal_count=2472 2384 is_linear=0 shrinkage=0.0204111 Tree=6243 num_leaves=3 num_cat=0 split_feature=457 1375 split_gain=2.36723 3.66829 threshold=-0.23069499999999998 -0.43429999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018720660483715779 -0.033353147374653995 -0.00063818678962264245 leaf_weight=2.4475569260539478 1.3413005161128229 82.256432470372602 leaf_count=24 12 2408 internal_value=0 -0.001207 internal_weight=0 83.5977 internal_count=2444 2420 is_linear=0 shrinkage=0.0204111 Tree=6244 num_leaves=4 num_cat=0 split_feature=376 1456 51 split_gain=1.9644 2.66585 0.93877 threshold=0.048375000000000008 1.0000000180025095e-35 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1029429288946083e-06 -1.2700321523883554e-05 -0.00043270124923692631 0.00031994245031690007 leaf_weight=80.643631352344528 1.9254677242715841 2.1898313762176249 4.439706484146881 leaf_count=2117 26 206 95 internal_value=0 -8.01317e-06 0.000220838 internal_weight=0 82.8335 6.36517 internal_count=2444 2323 121 is_linear=0 shrinkage=0.000400217 Tree=6245 num_leaves=4 num_cat=0 split_feature=12 3 40 split_gain=2.25821 2.53621 1.17579 threshold=0.12477500000000001 -0.097754999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001308755816728865 -7.261007752087531e-05 -2.1115859679714701e-05 -0.00062165517085747653 leaf_weight=24.760712827934185 1.2515912727685645 59.934285560975695 1.2060991315265701 leaf_count=359 32 1985 49 internal_value=0 2.34332e-05 -0.000357398 internal_weight=0 84.695 2.45769 internal_count=2425 2344 81 is_linear=0 shrinkage=0.000400217 Tree=6246 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.3901 5.49532 3.30961 threshold=-0.10566999999999999 -0.076604999999999993 -0.014034999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.7512813541688523e-05 -0.0142966986688001 0.00095309310191544702 0.013794064074975038 leaf_weight=28.799886467917531 13.771731605005696 33.795998541427252 9.4082438626501226 leaf_count=349 1250 795 88 internal_value=0 -0.00348521 0.00336096 internal_weight=0 47.5677 38.2081 internal_count=2482 2045 437 is_linear=0 shrinkage=0.0204111 Tree=6247 num_leaves=3 num_cat=0 split_feature=160 51 split_gain=2.61104 2.33463 threshold=-0.40446999999999994 0.10174000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022251358829708932 -0.00096011870571654026 0.0097800200711404169 leaf_weight=2.0933589639680568 74.983869034454983 9.3866497547569434 leaf_count=190 2134 165 internal_value=0 0.000246155 internal_weight=0 84.3705 internal_count=2489 2299 is_linear=0 shrinkage=0.0204111 Tree=6248 num_leaves=4 num_cat=0 split_feature=401 43 2 split_gain=1.94149 1.80917 0.427192 threshold=0.087110000000000007 -0.51412499999999983 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002796051063224633 -0.0004365943941742096 1.0346133376852994e-05 -5.5801107404250847e-05 leaf_weight=4.0810826056986107 1.7027812233282014 85.728633675300443 0.68673299619695161 leaf_count=32 158 2261 32 internal_value=0 2.29146e-05 -0.000334553 internal_weight=0 89.8097 2.38951 internal_count=2483 2293 190 is_linear=0 shrinkage=0.000400217 Tree=6249 num_leaves=3 num_cat=0 split_feature=31 46 split_gain=2.19946 1.8885 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021651837412315366 -0.0018371166629486679 -0.022388820068207301 leaf_weight=1.5163460259791453 82.772865891422043 1.7950718468055118 leaf_count=67 2398 36 internal_value=0 -0.00230238 internal_weight=0 84.5679 internal_count=2501 2434 is_linear=0 shrinkage=0.0204111 Tree=6250 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=2.12911 3.81138 3.48112 threshold=-0.10191999999999998 0.086260000000000017 -0.084074999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015365816113875556 -0.00029882049539600562 -0.00010203025332983375 -1.5909649416258751e-05 leaf_weight=24.972207115017227 8.3974897501138894 14.778574211522935 38.499138619305086 leaf_count=333 695 153 1295 internal_value=0 5.85786e-05 -6.71598e-05 internal_weight=0 39.7508 46.8966 internal_count=2476 486 1990 is_linear=0 shrinkage=0.000400217 Tree=6251 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=2.8904 5.26899 4.49143 threshold=-0.10674499999999999 -0.084074999999999997 0.12230500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013827774528401646 -0.00030339593616146918 1.4712693346000291e-05 -0.00033854142120161421 leaf_weight=33.602672412380343 10.53697497944813 38.422824346991547 3.3852604654603047 leaf_count=410 730 1305 33 internal_value=0 -5.42857e-05 9.37476e-05 internal_weight=0 48.9598 36.9879 internal_count=2478 2035 443 is_linear=0 shrinkage=0.000400217 Tree=6252 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=2.27233 2.47374 threshold=-0.51118499999999989 -0.22665999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044013363001964203 0.00036851608103504959 7.474993514165664e-06 leaf_weight=1.6380894356843771 3.0410690410062662 84.739379081973311 leaf_count=44 20 2415 internal_value=0 2.04364e-05 internal_weight=0 87.7804 internal_count=2479 2435 is_linear=0 shrinkage=0.000400217 Tree=6253 num_leaves=3 num_cat=0 split_feature=1371 12 split_gain=2.06474 2.38375 threshold=0.097220000000000015 0.098400000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00081572748476322731 0.023828735077168438 -0.0093853915354225256 leaf_weight=75.0918831562376 1.3688627789379086 10.818663183266834 leaf_count=2063 14 385 internal_value=0 -0.000479437 internal_weight=0 85.9105 internal_count=2462 2448 is_linear=0 shrinkage=0.0204111 Tree=6254 num_leaves=4 num_cat=0 split_feature=1429 484 159 split_gain=2.17823 2.13397 0.474978 threshold=-1.0000000180025095e-35 0.085560000000000011 0.10407500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01263813214689106 -0.00081238699029144662 0.0098280489463139168 -0.037895123652018844 leaf_weight=0.95027674857010314 77.35550169394628 8.6262166687411064 0.5371607374981977 leaf_count=105 2107 230 13 internal_value=0 0.000266521 -0.0237736 internal_weight=0 85.9817 1.48744 internal_count=2455 2337 118 is_linear=0 shrinkage=0.0204111 Tree=6255 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=3.01997 3.0963 2.55424 threshold=-0.25061999999999995 -0.19301999999999997 -0.46885499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019035189710913175 -0.00049519474022821305 -1.025917103139889e-05 0.00034979982381708972 leaf_weight=1.7177517622185403 2.0557134698610744 78.086708247708884 6.2848168397322279 leaf_count=31 58 2216 165 internal_value=0 -2.33717e-05 0.00023283 internal_weight=0 80.1424 8.00257 internal_count=2470 2274 196 is_linear=0 shrinkage=0.000400217 Tree=6256 num_leaves=4 num_cat=0 split_feature=0 48 2 split_gain=2.09867 5.15536 3.77611 threshold=-0.23025999999999999 0.086095000000000019 0.12203000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022416346375140086 -0.0026406146936022693 -0.0040895550644413246 0.01088786319959823 leaf_weight=5.5771225000789837 66.835948545747669 6.5456984052434564 9.7505584099126263 leaf_count=49 2148 39 244 internal_value=0 0.00819808 -0.000904866 internal_weight=0 12.1228 76.5865 internal_count=2480 88 2392 is_linear=0 shrinkage=0.0204111 Tree=6257 num_leaves=3 num_cat=0 split_feature=10 1456 split_gain=2.60468 2.39648 threshold=0.083760000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020939351927025108 0.019326773363161787 -0.00038516061405796746 leaf_weight=2.3200595658781813 2.6064002950442946 83.736590313292254 leaf_count=229 53 2238 internal_value=0 -0.000965784 internal_weight=0 86.0566 internal_count=2520 2467 is_linear=0 shrinkage=0.0204111 Tree=6258 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=2.43478 6.6146 1.4563 threshold=0.095890000000000017 0.084965000000000013 0.045635000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044220781997882753 0.0034951762873940318 -0.041297727338398232 0.020855118426441513 leaf_weight=76.401404133892356 5.4040204756511212 1.5755164485890407 3.1516537875286303 leaf_count=2196 200 17 39 internal_value=0 -0.00132572 0.0100769 internal_weight=0 77.9769 8.55567 internal_count=2452 2213 239 is_linear=0 shrinkage=0.0204111 Tree=6259 num_leaves=4 num_cat=0 split_feature=480 42 16 split_gain=2.26461 2.01828 0.383381 threshold=0.08598500000000002 -0.40186499999999997 -0.25747499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02503434499322571 -0.00081487331557157715 0.0023342797896778139 -0.021709679597778631 leaf_weight=1.0258116559998587 0.45843016263097558 87.193064917095398 1.8931319395451272 leaf_count=9 12 2288 160 internal_value=0 0.00198471 -0.0178585 internal_weight=0 88.2189 2.35156 internal_count=2469 2297 172 is_linear=0 shrinkage=0.0204111 Tree=6260 num_leaves=4 num_cat=0 split_feature=16 16 151 split_gain=2.54432 5.48937 3.41349 threshold=-0.069089999999999985 -0.014034999999999997 -0.27336999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023283515072485279 -0.019879253126166636 -0.00035702585291744036 0.0048245231955003709 leaf_weight=1.7738246880471695 6.9737679859099435 39.212089410324552 40.344926327103167 leaf_count=19 293 988 1197 internal_value=0 -0.0033457 0.00358216 internal_weight=0 46.1859 42.1188 internal_count=2497 1281 1216 is_linear=0 shrinkage=0.0204111 Tree=6261 num_leaves=4 num_cat=0 split_feature=128 14 2 split_gain=2.22291 2.04504 0.314422 threshold=1.0000000180025095e-35 0.076175000000000007 0.108005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013049747708402781 -0.023257287271736957 -0.01944174800628428 -0.0036854464673341056 leaf_weight=80.469823134093531 1.7399288597771367 1.9174625115701918 0.47754989506211121 leaf_count=2197 162 63 24 internal_value=0 0.000796389 -0.0194221 internal_weight=0 82.3873 2.21748 internal_count=2446 2260 186 is_linear=0 shrinkage=0.0204111 Tree=6262 num_leaves=4 num_cat=0 split_feature=43 49 150 split_gain=3.6325 2.87471 2.51178 threshold=-0.061959999999999994 0.11115500000000002 0.099310000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013838204767146849 -0.00010014145985568184 0.00017877767281224363 -0.00022472694920638362 leaf_weight=29.887535533711343 48.017160264287668 6.6448114885370151 3.2958011940354472 leaf_count=989 1275 107 109 internal_value=0 -6.59394e-05 0.000101683 internal_weight=0 54.662 33.1833 internal_count=2480 1382 1098 is_linear=0 shrinkage=0.000400217 Tree=6263 num_leaves=4 num_cat=0 split_feature=160 472 15 split_gain=2.2111 1.91695 0.145511 threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.6898370535598846e-05 -0.00040217671104644386 3.1905624226649646e-05 -0.00043641270115427126 leaf_weight=0.31260096034384321 1.5494824226188928 85.570358888769988 1.6828566801614204 leaf_count=15 110 2165 171 internal_value=0 2.36789e-05 -0.0003912 internal_weight=0 87.1198 1.99546 internal_count=2461 2275 186 is_linear=0 shrinkage=0.000400217 Tree=6264 num_leaves=4 num_cat=0 split_feature=0 151 48 split_gain=2.89809 4.60669 3.01614 threshold=-0.10161999999999997 0.077805000000000013 0.12649500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010514502787459778 -4.0364261136807668e-05 -0.00055110653177612291 -0.00026661506314156884 leaf_weight=38.13653528674331 43.147674484234813 2.9172504671732886 3.7401763972302424 leaf_count=461 1915 58 32 internal_value=0 -7.3967e-05 7.13192e-05 internal_weight=0 46.0649 41.8767 internal_count=2466 1973 493 is_linear=0 shrinkage=0.000400217 Tree=6265 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.39342 6.47657 3.96084 threshold=1.0000000180025095e-35 -0.029219999999999999 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028455237731268624 -0.014866440811892465 -0.01836891286904923 0.0034692136291782521 leaf_weight=14.91809715323325 5.2722150062909341 9.8837708118389838 55.562679181224667 leaf_count=677 137 616 1017 internal_value=0 -0.00565318 0.00185577 internal_weight=0 24.8019 60.8349 internal_count=2447 1293 1154 is_linear=0 shrinkage=0.0204111 Tree=6266 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=2.66046 2.15952 threshold=-0.51416499999999987 0.10637000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021531923252846513 -8.2525517078535629e-05 -0.022046479740262255 leaf_weight=2.4991399695863938 79.356665347475428 1.797893162263789 leaf_count=52 2395 24 internal_value=0 -0.000598819 internal_weight=0 81.1546 internal_count=2471 2419 is_linear=0 shrinkage=0.0204111 Tree=6267 num_leaves=3 num_cat=0 split_feature=1365 15 split_gain=1.926 1.88282 threshold=0.084635000000000016 -0.46714499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015354242978106045 -0.019270237856850177 -0.00052770611596312709 leaf_weight=3.119457892717036 2.0882865413732352 82.512959046493052 leaf_count=94 46 2310 internal_value=0 7.01435e-05 internal_weight=0 85.6324 internal_count=2450 2404 is_linear=0 shrinkage=0.0204111 Tree=6268 num_leaves=4 num_cat=0 split_feature=480 49 0 split_gain=2.17253 2.31025 0.297049 threshold=0.084710000000000021 -0.085949999999999985 -0.15137999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0083390543942158443 -0.0016397713218458108 0.0023452250740698924 -0.021144413761195253 leaf_weight=9.4092548222397436 0.40758054365869645 73.644575663534852 2.0104868368907765 leaf_count=141 13 2133 174 internal_value=0 0.00112519 -0.0180748 internal_weight=0 83.0538 2.41807 internal_count=2461 2274 187 is_linear=0 shrinkage=0.0204111 Tree=6269 num_leaves=4 num_cat=0 split_feature=1 43 12 split_gain=2.26713 3.70986 3.38436 threshold=0.099515000000000006 -0.21368999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020740287673039057 0.00030873213615825176 -0.00010793178949846487 2.9791562708887508e-06 leaf_weight=6.8082139509351682 7.2249392853991585 43.943388108367799 27.668306165927788 leaf_count=119 219 1681 416 internal_value=0 -6.52669e-05 6.70729e-05 internal_weight=0 50.7516 34.8932 internal_count=2435 1800 635 is_linear=0 shrinkage=0.000400217 Tree=6270 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.88164 3.06431 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017529107339226524 0.02491777205097219 0.00036200422163607567 leaf_weight=2.2341266778821582 2.0624852252949486 80.543142177646587 leaf_count=25 30 2390 internal_value=0 0.00100801 internal_weight=0 82.6056 internal_count=2445 2420 is_linear=0 shrinkage=0.0204111 Tree=6271 num_leaves=4 num_cat=0 split_feature=42 43 52 split_gain=2.56135 2.95017 0.420767 threshold=-0.108275 -0.074459999999999985 0.0029250000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010515056136480568 0.0065684799647117431 -0.0015139970414442664 -0.027038967633866803 leaf_weight=1.80322389655339 28.168158617336303 56.120535578862473 1.1666384948275661 leaf_count=86 880 1437 61 internal_value=0 0.00119219 -0.0177526 internal_weight=0 84.2887 2.96986 internal_count=2464 2317 147 is_linear=0 shrinkage=0.0204111 Tree=6272 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=3.20007 3.42664 threshold=-0.094929999999999987 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022337804322911489 -0.0012606647087468918 0.01050376439251524 leaf_weight=2.5336267045349805 70.064834225782761 11.980371531171839 leaf_count=42 2264 172 internal_value=0 0.00046917 internal_weight=0 82.0452 internal_count=2478 2436 is_linear=0 shrinkage=0.0204111 Tree=6273 num_leaves=4 num_cat=0 split_feature=13 3 13 split_gain=2.7468 2.70516 2.67725 threshold=0.10979500000000002 -0.23353999999999997 0.17888000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048920300671493613 0.00041298543627555642 -2.6855405303804006e-06 4.4390559209288583e-05 leaf_weight=1.765743662486783 4.9035958983004084 72.986768314076471 8.5994322966726013 leaf_count=75 43 2229 143 internal_value=0 -1.48921e-05 0.000180541 internal_weight=0 74.7525 13.503 internal_count=2490 2304 186 is_linear=0 shrinkage=0.000400217 Tree=6274 num_leaves=3 num_cat=0 split_feature=156 15 split_gain=2.03548 2.17239 threshold=-1.0000000180025095e-35 -0.46714499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020391265076034594 0.019591653978803678 0.00092362905483612081 leaf_weight=1.6929051242914273 2.57059652571479 82.051466994969815 leaf_count=135 93 2221 internal_value=0 0.00151585 internal_weight=0 84.6221 internal_count=2449 2314 is_linear=0 shrinkage=0.0204111 Tree=6275 num_leaves=4 num_cat=0 split_feature=3 3 42 split_gain=2.43982 5.01103 4.43231 threshold=-0.10115999999999999 -0.049374999999999995 0.095165000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016712108654049284 -0.00024481292766281133 1.6378958188640057e-05 -0.00029002426560275799 leaf_weight=22.009428739991566 15.533088031639634 47.392550330521772 3.9085535729536778 leaf_count=295 1499 677 56 internal_value=0 -4.84161e-05 9.72304e-05 internal_weight=0 62.9256 25.918 internal_count=2527 2176 351 is_linear=0 shrinkage=0.000400217 Tree=6276 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=2.04762 2.21184 0.637474 threshold=-0.40306999999999998 0.10423500000000001 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0098664932435790862 -0.0018311274315160285 0.0051677199787979579 -0.020312931045309707 leaf_weight=0.26216829312033985 53.3110789051334 28.926793397920846 2.4310719792083537 leaf_count=6 1727 470 259 internal_value=0 0.000634364 -0.0170986 internal_weight=0 82.2379 2.69324 internal_count=2462 2197 265 is_linear=0 shrinkage=0.0204111 Tree=6277 num_leaves=4 num_cat=0 split_feature=15 158 474 split_gain=2.67811 4.95357 2.89581 threshold=-0.095804999999999987 0.090905000000000014 0.084795000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0067350798977009402 0.0048551055153093613 -0.02036882964534496 0.018393828660027877 leaf_weight=21.946560823427721 58.182650036713312 3.3250795360690963 1.9841658209625155 leaf_count=485 1795 161 42 internal_value=0 0.00345698 -0.00457561 internal_weight=0 61.5077 23.9307 internal_count=2483 1956 527 is_linear=0 shrinkage=0.0204111 Tree=6278 num_leaves=4 num_cat=0 split_feature=484 155 150 split_gain=2.90589 2.39993 2.28366 threshold=-0.0068949999999999992 0.083985000000000018 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018383509220251334 0.0027043486952614743 -0.017448601897837833 0.012030720359699423 leaf_weight=4.9931668163371787 74.675211685442264 2.4348610742163137 1.2046749824658034 leaf_count=387 1952 151 15 internal_value=0 0.00204361 -0.0123633 internal_weight=0 77.1101 6.19784 internal_count=2505 2103 402 is_linear=0 shrinkage=0.0204111 Tree=6279 num_leaves=4 num_cat=0 split_feature=1456 1 13 split_gain=2.26043 3.17141 0.367061 threshold=1.0000000180025095e-35 0.13130500000000003 -0.079369999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4264180923732252e-05 -5.5234617353932251e-05 0.00029804081293664352 -0.00042720456131447064 leaf_weight=76.936865470790508 0.58822418167983448 6.7608466445817603 1.8608387146123266 leaf_count=2053 129 170 94 internal_value=0 3.75543e-05 -0.000344184 internal_weight=0 83.6977 2.44906 internal_count=2446 2223 223 is_linear=0 shrinkage=0.000400217 Tree=6280 num_leaves=4 num_cat=0 split_feature=43 3 3 split_gain=2.59944 3.82316 2.72371 threshold=-0.069909999999999986 -0.075774999999999981 -0.53670499999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4276427812735955e-05 0.00045978689827878968 0.00023231114748475403 -0.00010011132124688462 leaf_weight=18.479031610644601 1.321070288075133 12.350362673460038 51.397640791246886 leaf_count=748 8 289 1446 internal_value=0 6.09568e-05 -8.51362e-05 internal_weight=0 30.8294 52.7187 internal_count=2491 1037 1454 is_linear=0 shrinkage=0.000400217 Tree=6281 num_leaves=4 num_cat=0 split_feature=51 148 40 split_gain=2.39181 2.37469 1.89014 threshold=-0.10998999999999999 -0.084064999999999987 0.088160000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034166617493036633 -0.0003481206805818057 3.7690118705211296e-05 0.000255813667776349 leaf_weight=4.7690327893506028 2.5289838298340319 79.185240996337598 0.94058600859716524 leaf_count=233 60 2174 12 internal_value=0 2.52896e-05 -0.000240212 internal_weight=0 81.7142 5.70962 internal_count=2479 2234 245 is_linear=0 shrinkage=0.000400217 Tree=6282 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=2.32258 4.17689 2.65822 threshold=0.084045000000000022 -0.046739999999999997 -0.042884999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020472302179866817 0.00014591746565674417 -0.00016272812396311067 5.8668569011344918e-06 leaf_weight=14.771145107253686 9.8144476503948663 23.972104471173225 38.960156783963612 leaf_count=345 129 1533 478 internal_value=0 -7.28857e-05 6.0846e-05 internal_weight=0 33.7866 53.7313 internal_count=2485 1662 823 is_linear=0 shrinkage=0.000400217 Tree=6283 num_leaves=4 num_cat=0 split_feature=2 15 31 split_gain=2.70937 3.84222 2.92593 threshold=0.089810000000000015 0.097210000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021631149263261464 0.0040232524943993823 -0.018990452338478837 -0.0062016610705878314 leaf_weight=1.5481815018283658 49.668066260852356 3.1073687234202216 31.336657550546079 leaf_count=64 977 161 1279 internal_value=0 0.00263089 -0.00482237 internal_weight=0 52.7754 32.8848 internal_count=2481 1138 1343 is_linear=0 shrinkage=0.0204111 Tree=6284 num_leaves=4 num_cat=0 split_feature=43 1447 15 split_gain=2.7691 2.8746 0.0833639 threshold=0.2506000000000001 -1.0000000180025095e-35 -0.14803999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018546583589719737 -0.0097269385449125553 0.0028598346209833211 -0.026006411621968071 leaf_weight=2.5942134104370771 0.34900730405934144 77.155936610166464 1.3401701559068886 leaf_count=238 22 2072 130 internal_value=0 0.00213847 -0.0234566 internal_weight=0 79.7502 1.68918 internal_count=2462 2310 152 is_linear=0 shrinkage=0.0204111 Tree=6285 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=2.28478 2.26347 threshold=0.30863500000000005 -0.061889999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.7404040935883861e-05 0.00039548076460078658 0.00011038971207006653 leaf_weight=56.551388494912317 2.5521985558152656 28.69214808025572 leaf_count=1929 99 432 internal_value=0 1.906e-05 internal_weight=0 85.2435 internal_count=2460 2361 is_linear=0 shrinkage=0.000400217 Tree=6286 num_leaves=4 num_cat=0 split_feature=0 13 0 split_gain=2.35481 3.18921 3.12506 threshold=-0.062109999999999992 -0.16901999999999998 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012571482336933729 0.023522649384098353 -0.0030615173398182605 0.0032065512298143253 leaf_weight=5.9806070861450271 3.5204455861530759 50.461378087862613 24.400224527576938 leaf_count=109 48 1890 423 internal_value=0 -0.00138343 0.00585188 internal_weight=0 56.442 27.9207 internal_count=2470 1999 471 is_linear=0 shrinkage=0.0204111 Tree=6287 num_leaves=4 num_cat=0 split_feature=2 159 0 split_gain=2.94556 3.03317 2.45584 threshold=0.113445 0.091305000000000011 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3632560984814287e-05 -0.00020269463980939669 -0.00030742920185472468 0.00020242511416455981 leaf_weight=60.569179090198304 2.7409937148913768 6.0946558928881123 15.41528359652875 leaf_count=1857 26 200 370 internal_value=0 -4.0963e-05 0.000140398 internal_weight=0 66.6638 18.1563 internal_count=2453 2057 396 is_linear=0 shrinkage=0.000400217 Tree=6288 num_leaves=4 num_cat=0 split_feature=42 1 14 split_gain=2.8704 4.45585 3.54784 threshold=0.084835000000000008 0.091615000000000016 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01685115951909516 -0.017565001440680315 0.0016200376983806308 0.0035669535559333392 leaf_weight=3.6600326142215627 8.5555654202107707 12.022198051970916 59.318775755997194 leaf_count=84 704 297 1337 internal_value=0 -0.00640837 0.00235255 internal_weight=0 20.5778 62.9788 internal_count=2422 1001 1421 is_linear=0 shrinkage=0.0204111 Tree=6289 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=2.15752 2.64332 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041877408085007014 -1.1814417459263388e-05 -0.00047295842486365787 leaf_weight=1.6972506009042252 82.781768532560818 1.9283106112889061 leaf_count=9 2372 87 internal_value=0 -2.29222e-05 internal_weight=0 84.7101 internal_count=2468 2459 is_linear=0 shrinkage=0.000400217 Tree=6290 num_leaves=4 num_cat=0 split_feature=43 4 16 split_gain=2.4924 2.34122 2.06438 threshold=-0.15786499999999998 -0.48775499999999994 0.15927500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010244343180295316 -0.016628752178026514 0.0002956041753435572 0.018127154836374251 leaf_weight=5.8956924676749605 3.4645880687749004 71.034059735080518 5.7819781249127118 leaf_count=146 126 2182 39 internal_value=0 -0.000515243 0.00958426 internal_weight=0 74.4986 11.6777 internal_count=2493 2308 185 is_linear=0 shrinkage=0.0204111 Tree=6291 num_leaves=4 num_cat=0 split_feature=15 50 1374 split_gain=2.821 4.04804 2.47826 threshold=-0.25061999999999995 0.11843500000000001 0.10637000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040282786204449809 4.9623903961868466e-06 -0.00027029539009168485 -0.00047366747267738919 leaf_weight=5.9516564016521434 77.789542957445519 1.7864050213247535 1.6602335136267345 leaf_count=183 2258 19 23 internal_value=0 0.000245792 -5.69189e-06 internal_weight=0 7.73806 79.4498 internal_count=2483 202 2281 is_linear=0 shrinkage=0.000400217 Tree=6292 num_leaves=4 num_cat=0 split_feature=376 0 1 split_gain=2.25503 2.50189 0.648774 threshold=0.048375000000000008 -0.10566999999999999 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002392364936094469 0.0032539620275330423 -0.0049391169001796612 0.017193460485852508 leaf_weight=34.809749453674158 2.4515328640118232 43.523613996196218 3.3064696796209319 leaf_count=401 21 1916 117 internal_value=0 -0.00168239 0.0114338 internal_weight=0 78.3334 5.758 internal_count=2455 2317 138 is_linear=0 shrinkage=0.0204111 Tree=6293 num_leaves=4 num_cat=0 split_feature=2 456 16 split_gain=2.27814 2.74136 1.30041 threshold=0.12194500000000001 0.087015000000000023 0.10489000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064475454506942806 0.012636921824265819 -0.020318183011763691 -0.0065747431470440159 leaf_weight=71.293191179649511 9.4859947515651566 2.5851259115297571 1.6607276466529572 leaf_count=2050 196 124 60 internal_value=0 -0.000118411 0.00973769 internal_weight=0 73.8783 11.1467 internal_count=2430 2174 256 is_linear=0 shrinkage=0.0204111 Tree=6294 num_leaves=3 num_cat=0 split_feature=1444 157 split_gain=1.87361 2.12218 threshold=-0.084274999999999989 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019577709438564853 -0.01602030322287859 -0.00083540768243345494 leaf_weight=1.6699223162140686 3.9204748661977638 78.445001394575229 leaf_count=27 197 2238 internal_value=0 -0.00157895 internal_weight=0 82.3655 internal_count=2462 2435 is_linear=0 shrinkage=0.0204111 Tree=6295 num_leaves=3 num_cat=0 split_feature=51 457 split_gain=2.17023 2.03042 threshold=-0.40274499999999996 -0.15747999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041334274408241767 0.00033389767918522753 8.4618374605802929e-06 leaf_weight=1.7771167689643323 3.0737558801192781 85.323933712656071 leaf_count=90 28 2354 internal_value=0 2.01859e-05 internal_weight=0 88.3977 internal_count=2472 2382 is_linear=0 shrinkage=0.000400217 Tree=6296 num_leaves=4 num_cat=0 split_feature=15 16 15 split_gain=2.81414 3.73492 2.25275 threshold=0.084050000000000014 -0.25747499999999995 0.07980000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038691500703246981 0.0097682570124640305 -0.02025728847885554 0.021785007066501164 leaf_weight=73.163783728286944 2.3589718285220442 5.7968748753664823 1.9969941141898733 leaf_count=1546 39 784 60 internal_value=0 -0.0115581 0.000987014 internal_weight=0 8.15585 75.1608 internal_count=2429 823 1606 is_linear=0 shrinkage=0.0204111 Tree=6297 num_leaves=3 num_cat=0 split_feature=48 160 split_gain=2.2615 2.16887 threshold=-0.097454999999999986 -0.091944999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020608034893405243 -0.0093072094047331622 0.0024166478299431958 leaf_weight=1.8759814078803163 7.0766283571556405 76.995579978665774 leaf_count=34 352 2041 internal_value=0 0.00141875 internal_weight=0 84.0722 internal_count=2427 2393 is_linear=0 shrinkage=0.0204111 Tree=6298 num_leaves=4 num_cat=0 split_feature=11 3 16 split_gain=2.00965 3.64831 1.91063 threshold=0.081365000000000007 -0.10115999999999999 -0.39185999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015298484681321503 2.1881899023582029e-05 -4.2600831262476468e-05 -0.00041381984573499219 leaf_weight=20.245678688632324 2.8369994130916893 61.087204917690542 3.5893606090758103 leaf_count=221 30 2130 109 internal_value=0 6.22846e-06 -0.000224393 internal_weight=0 81.3329 6.42636 internal_count=2490 2351 139 is_linear=0 shrinkage=0.000400217 Tree=6299 num_leaves=3 num_cat=0 split_feature=151 42 split_gain=1.97528 1.97084 threshold=-0.51118499999999989 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020195140157059196 -0.025074993824578139 0.0020448790725398941 leaf_weight=1.6413796925698978 1.0196917097782705 84.969687932119996 leaf_count=39 9 2388 internal_value=0 0.00169109 internal_weight=0 85.9894 internal_count=2436 2397 is_linear=0 shrinkage=0.0204111 Tree=6300 num_leaves=3 num_cat=0 split_feature=48 447 split_gain=2.29164 2.2725 threshold=-0.097454999999999986 0.089095000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023462720766255933 -0.0011844530266773633 0.016334818642026461 leaf_weight=1.7420306365238492 81.262925300627103 3.0943062938749781 leaf_count=35 2363 71 internal_value=0 -0.000521028 internal_weight=0 84.3572 internal_count=2469 2434 is_linear=0 shrinkage=0.0204111 Tree=6301 num_leaves=3 num_cat=0 split_feature=39 130 split_gain=2.00512 1.96705 threshold=0.16946000000000003 -0.083549999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003668602298391244 0.00043304138749268687 -2.2580978525204656e-06 leaf_weight=2.3276674132648614 1.5360115128569294 83.21859521328588 leaf_count=67 17 2387 internal_value=0 -1.26453e-05 internal_weight=0 85.5463 internal_count=2471 2454 is_linear=0 shrinkage=0.000400217 Tree=6302 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=1.90736 2.20279 threshold=-1.0000000180025095e-35 -0.021334999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021516063605259303 -0.019230854970624753 0.00065604661728053504 leaf_weight=1.654726048123847 2.2774574940558514 80.269745459509068 leaf_count=66 32 2367 internal_value=0 8.20654e-05 internal_weight=0 82.5472 internal_count=2465 2399 is_linear=0 shrinkage=0.0204111 Tree=6303 num_leaves=4 num_cat=0 split_feature=376 3 52 split_gain=2.99842 2.6517 0.584037 threshold=0.048375000000000008 -0.10115999999999999 -0.085544999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9942889348929394e-05 6.5879850932093191e-05 -6.7509213858619378e-05 0.00036812438642052313 leaf_weight=24.627361465663853 1.4561514172382883 55.624292574795618 3.8551096508454057 leaf_count=337 37 1978 91 internal_value=0 -1.91328e-05 0.000288331 internal_weight=0 80.2517 5.31126 internal_count=2443 2315 128 is_linear=0 shrinkage=0.000400217 Tree=6304 num_leaves=4 num_cat=0 split_feature=2 0 13 split_gain=2.62952 2.63722 2.05463 threshold=0.097940000000000013 -0.060094999999999989 -0.24588999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010172949530972637 0.00031873390201106412 9.2116405991492673e-05 5.8427158283778284e-05 leaf_weight=35.389790493409237 5.6669151058158596 16.348926557300729 30.981446376201347 leaf_count=1563 86 195 655 internal_value=0 -4.04094e-05 9.95265e-05 internal_weight=0 51.7387 36.6484 internal_count=2499 1758 741 is_linear=0 shrinkage=0.000400217 Tree=6305 num_leaves=3 num_cat=0 split_feature=1375 159 split_gain=3.74742 2.47767 threshold=-0.43429999999999996 0.091305000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032390086455776526 0.0017692008821624269 -0.010553174870019649 leaf_weight=1.338769731868523 77.672803337234654 7.3375846240960518 leaf_count=13 2189 296 internal_value=0 0.000693125 internal_weight=0 85.0104 internal_count=2498 2485 is_linear=0 shrinkage=0.0204111 Tree=6306 num_leaves=4 num_cat=0 split_feature=1213 475 475 split_gain=2.29178 2.8212 2.67902 threshold=-1.0000000180025095e-35 -0.085719999999999977 -0.085144999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040016026698207592 -0.00033210873752383976 -0.00043820092721523897 4.5607355616443362e-05 leaf_weight=0.70626834034919772 3.0103276945665121 3.1700181720007086 82.444958888312613 leaf_count=2 159 383 1917 internal_value=0 -0.000278504 3.18844e-05 internal_weight=0 3.87629 85.4553 internal_count=2461 385 2076 is_linear=0 shrinkage=0.000400217 Tree=6307 num_leaves=3 num_cat=0 split_feature=0 13 split_gain=2.78353 2.19077 threshold=0.21217000000000003 -0.084024999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0053978008114747428 -0.023217126273992101 -0.0020022069596616443 leaf_weight=23.416444513881288 2.0682607414200893 57.0447943448562 leaf_count=718 20 1727 internal_value=0 0.000155908 internal_weight=0 80.4612 internal_count=2465 2445 is_linear=0 shrinkage=0.0204111 Tree=6308 num_leaves=4 num_cat=0 split_feature=1429 41 159 split_gain=2.27295 2.3836 0.474673 threshold=-1.0000000180025095e-35 0.079885000000000025 0.10607000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026782449483146975 3.6299868103163504e-05 -0.00024226929720937853 -0.0008013810605721418 leaf_weight=0.92113971914295578 81.038939484013099 5.126112711892346 0.42392748838756233 leaf_count=112 2224 109 9 internal_value=0 1.94344e-05 -0.000484647 internal_weight=0 86.1651 1.34507 internal_count=2454 2333 121 is_linear=0 shrinkage=0.000400217 Tree=6309 num_leaves=3 num_cat=0 split_feature=3 9 split_gain=2.13276 1.99622 threshold=0.30863500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018380262629441764 0.020008412587905661 -0.00047821291831791075 leaf_weight=2.2970660093851611 2.186813222419004 79.702231845372808 leaf_count=65 102 2289 internal_value=0 7.44172e-05 internal_weight=0 81.9993 internal_count=2456 2354 is_linear=0 shrinkage=0.0204111 Tree=6310 num_leaves=4 num_cat=0 split_feature=3 41 15 split_gain=2.00907 2.21644 1.55077 threshold=-0.16295499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036468143270766018 -1.1387424048773854e-05 -0.0002638743144705602 1.9943860928356551e-07 leaf_weight=3.710371584398672 73.524702494747544 5.9144831918820264 3.6604663393809451 leaf_count=39 2222 114 86 internal_value=0 -3.05308e-05 0.000186386 internal_weight=0 79.4392 7.37084 internal_count=2461 2336 125 is_linear=0 shrinkage=0.000400217 Tree=6311 num_leaves=3 num_cat=0 split_feature=39 16 split_gain=2.63932 2.12123 threshold=0.13507500000000003 -0.066784999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.5924973831789488e-05 0.00043609444746245721 -6.9381259511077834e-05 leaf_weight=42.80910922019757 2.0936336916638529 43.52977500090492 leaf_count=1242 28 1231 internal_value=0 -7.25914e-06 internal_weight=0 86.3389 internal_count=2501 2473 is_linear=0 shrinkage=0.000400217 Tree=6312 num_leaves=4 num_cat=0 split_feature=43 156 132 split_gain=2.79751 2.22653 0.231491 threshold=0.21983500000000003 0.091255000000000017 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1478153106964762e-05 -0.00017164889674886139 -0.00023216128324732169 -0.00055144363101261812 leaf_weight=78.270359619022202 0.47172404624870967 5.3787978307082076 1.3739724534098048 leaf_count=2081 71 205 84 internal_value=0 1.4238e-05 -0.000469745 internal_weight=0 83.6492 1.8457 internal_count=2441 2286 155 is_linear=0 shrinkage=0.000400217 Tree=6313 num_leaves=4 num_cat=0 split_feature=0 0 1 split_gain=2.71839 3.26635 3.214 threshold=-0.061684999999999997 -0.054509999999999996 0.13630500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.1993321050441679e-05 0.00048647225969085514 6.7926725262642084e-05 0.00041564907735906862 leaf_weight=56.061036310087729 3.2986356107285273 24.507207537826616 2.345602235000114 leaf_count=1951 40 412 63 internal_value=0 0.000119331 -3.24535e-05 internal_weight=0 27.8058 58.4066 internal_count=2466 452 2014 is_linear=0 shrinkage=0.000400217 Tree=6314 num_leaves=4 num_cat=0 split_feature=1 42 1 split_gain=3.10336 4.08411 2.08356 threshold=0.077765000000000015 0.084050000000000014 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012376862323094655 0.026899124979617627 -0.020676712028273196 0.0019259902481278725 leaf_weight=17.678367524718855 1.3150492531713087 5.9370249626772411 58.308786127403437 leaf_count=688 5 637 1174 internal_value=0 -0.00619926 0.00252618 internal_weight=0 23.6154 59.6238 internal_count=2504 1325 1179 is_linear=0 shrinkage=0.0204111 Tree=6315 num_leaves=4 num_cat=0 split_feature=13 13 49 split_gain=2.57757 7.2181 2.93731 threshold=-0.084024999999999975 -0.084334999999999979 0.10561500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9304415958446007e-05 -9.4767474325042536e-05 0.00094023410561751958 0.00016781954381427813 leaf_weight=24.183996582072727 50.581909114913287 1.4024741549510498 7.7802502545764574 leaf_count=697 1548 17 182 internal_value=0 9.25686e-05 -5.95077e-05 internal_weight=0 25.5865 58.3622 internal_count=2444 714 1730 is_linear=0 shrinkage=0.000400217 Tree=6316 num_leaves=4 num_cat=0 split_feature=12 13 12 split_gain=2.59883 3.38749 1.12667 threshold=0.11628000000000001 0.10979500000000002 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010318061231894993 -0.032365611144351929 0.010925157409368317 -0.0076603264945776179 leaf_weight=71.936143960090703 1.2201068185167963 11.326728737883967 2.0505670490274497 leaf_count=2206 50 135 66 internal_value=0 0.000607256 -0.0176428 internal_weight=0 83.2629 3.27067 internal_count=2457 2341 116 is_linear=0 shrinkage=0.0204111 Tree=6317 num_leaves=4 num_cat=0 split_feature=1429 1213 2 split_gain=2.47773 2.56952 0.434564 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11091000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014473920033980268 -0.014536409978997805 0.0018754575606491129 -0.039767920579247155 leaf_weight=1.0184702991246002 4.0776251111565207 77.426291638897965 0.4656681062770075 leaf_count=106 400 1970 16 internal_value=0 0.00103556 -0.0246433 internal_weight=0 81.5039 1.48414 internal_count=2492 2370 122 is_linear=0 shrinkage=0.0204111 Tree=6318 num_leaves=4 num_cat=0 split_feature=42 160 2 split_gain=2.77521 2.40066 1.81728 threshold=-0.0044549999999999998 -0.40446999999999994 0.099185000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0173578594877953 -0.022293681749813457 0.00075006205120671391 0.00077735365461679723 leaf_weight=6.6180772778643568 1.8203917160863046 74.326800783626823 3.4846757487903233 leaf_count=522 152 1642 150 internal_value=0 0.000167249 -0.0111626 internal_weight=0 76.1472 10.1028 internal_count=2466 1794 672 is_linear=0 shrinkage=0.0204111 Tree=6319 num_leaves=3 num_cat=0 split_feature=457 43 split_gain=2.26738 2.30526 threshold=-0.23069499999999998 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003927814439193366 8.4629560993584857e-05 -5.125567000762048e-05 leaf_weight=2.282221467467024 31.236968939474536 55.111837450600433 leaf_count=19 944 1493 internal_value=0 -2.0528e-06 internal_weight=0 86.3488 internal_count=2456 2437 is_linear=0 shrinkage=0.000400217 Tree=6320 num_leaves=4 num_cat=0 split_feature=131 0 15 split_gain=2.67767 2.06801 1.9107 threshold=0.092225000000000015 -0.10674499999999999 -0.18239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9040113642578247e-05 0.00033436641423180874 -5.2877923802544243e-05 -0.00039999540050160122 leaf_weight=32.645097440276004 0.56859356444329012 45.324308570156063 4.1271532135287989 leaf_count=399 39 1814 220 internal_value=0 2.38912e-06 -0.000305358 internal_weight=0 77.9694 4.69575 internal_count=2472 2213 259 is_linear=0 shrinkage=0.000400217 Tree=6321 num_leaves=4 num_cat=0 split_feature=1213 16 475 split_gain=2.01144 1.95703 1.35351 threshold=-1.0000000180025095e-35 -0.55433999999999994 -0.085719999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036315448131019371 -0.00052071213511959444 3.3773707163687678e-05 -0.00036163149555712746 leaf_weight=0.38044708967208896 0.9206156138679934 82.347353148959883 3.1836364535629391 leaf_count=1 26 2047 392 internal_value=0 2.69523e-05 -0.00027556 internal_weight=0 83.268 3.56408 internal_count=2466 2073 393 is_linear=0 shrinkage=0.000400217 Tree=6322 num_leaves=3 num_cat=0 split_feature=1375 0 split_gain=3.57534 2.5245 threshold=-0.43429999999999996 -0.23025999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00063598398928003475 0.00018905621589418672 -2.1641341587567786e-05 leaf_weight=1.3086729175411154 10.272362143790813 74.029932903835288 leaf_count=11 86 2342 internal_value=0 4.24919e-06 internal_weight=0 84.3023 internal_count=2439 2428 is_linear=0 shrinkage=0.000400217 Tree=6323 num_leaves=4 num_cat=0 split_feature=457 0 49 split_gain=2.5944 2.81977 2.33794 threshold=-0.0046349999999999994 -0.10674499999999999 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034170112747446423 0.00013230178250754114 -2.0442236317668456e-05 9.7443147963302155e-05 leaf_weight=5.5341377944132546 32.066502528687124 48.529572351444585 2.8968978385673818 leaf_count=153 385 1912 49 internal_value=0 4.04288e-05 -0.000191512 internal_weight=0 80.5961 8.43104 internal_count=2499 2297 202 is_linear=0 shrinkage=0.000400217 Tree=6324 num_leaves=4 num_cat=0 split_feature=151 1429 43 split_gain=2.5886 2.51397 1.3459 threshold=0.057610000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047965102081317035 -1.1722459900316391e-05 1.9953365358191635e-05 -0.00038162074903217498 leaf_weight=1.5349188326563297 2.4865416870452464 78.954846300912322 4.22333349121618 leaf_count=125 66 2239 41 internal_value=0 9.77297e-06 -0.000246986 internal_weight=0 80.4898 6.70988 internal_count=2471 2364 107 is_linear=0 shrinkage=0.000400217 Tree=6325 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=2.81226 2.10592 threshold=1.0000000180025095e-35 0.26577500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00081185506733111909 -0.02246893469097801 0.020042943485897496 leaf_weight=82.325219118176392 2.0017039827071121 2.3312073077249797 leaf_count=2345 45 92 internal_value=0 0.0013672 internal_weight=0 84.6564 internal_count=2482 2437 is_linear=0 shrinkage=0.0204111 Tree=6326 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=2.6141 2.76747 threshold=-0.097454999999999986 0.098950000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022002432263157529 -0.0016351347910134981 0.0060178873155290503 leaf_weight=1.894475295615847 46.725229294403107 33.860464882083761 leaf_count=36 1815 619 internal_value=0 0.0015844 internal_weight=0 80.5857 internal_count=2470 2434 is_linear=0 shrinkage=0.0204111 Tree=6327 num_leaves=4 num_cat=0 split_feature=43 474 42 split_gain=3.04075 3.42667 2.51908 threshold=-0.063379999999999978 0.084660000000000027 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011773974634737344 -0.0049800374967456469 0.010849978092935699 0.0069401590780537765 leaf_weight=3.2467028236351352 45.832417133626222 6.3966781042036009 28.385920762615569 leaf_count=98 1269 103 1009 internal_value=0 -0.00302222 0.00498463 internal_weight=0 52.2291 31.6326 internal_count=2479 1372 1107 is_linear=0 shrinkage=0.0204111 Tree=6328 num_leaves=4 num_cat=0 split_feature=2 1374 160 split_gain=2.36653 3.48493 3.2393 threshold=0.089810000000000015 -1.0000000180025095e-35 0.10210000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3678800233039886e-05 0.00046470805447355954 4.7772108237809695e-05 -0.00047862555476122935 leaf_weight=33.833697003192356 3.3256046832539132 49.462885100279891 2.5968113021081072 leaf_count=1270 19 1126 78 internal_value=0 7.49665e-05 -5.74751e-05 internal_weight=0 52.7885 36.4305 internal_count=2493 1145 1348 is_linear=0 shrinkage=0.000400217 Tree=6329 num_leaves=3 num_cat=0 split_feature=4 457 split_gain=2.33807 2.36337 threshold=0.51167000000000018 -0.15747999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003183529773274078 0.00039254554142806303 -3.7049326786926658e-05 leaf_weight=2.999138419807422 2.1015994259214485 81.963162701684269 leaf_count=26 104 2325 internal_value=0 -2.41013e-05 internal_weight=0 84.9623 internal_count=2455 2351 is_linear=0 shrinkage=0.000400217 Tree=6330 num_leaves=4 num_cat=0 split_feature=376 1456 51 split_gain=2.01463 2.63998 0.889099 threshold=0.048375000000000008 1.0000000180025095e-35 -0.087539999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4637671487749352e-06 -1.3232338005575581e-06 -0.00043191034347702176 0.00033004101039626316 leaf_weight=77.463252653757081 1.8635859746718777 2.1849697195430045 4.147068621867219 leaf_count=2117 26 227 103 internal_value=0 -9.06929e-06 0.000229157 internal_weight=0 79.6482 6.01065 internal_count=2473 2344 129 is_linear=0 shrinkage=0.000400217 Tree=6331 num_leaves=4 num_cat=0 split_feature=13 13 12 split_gain=2.17558 7.38276 3.72435 threshold=-0.084024999999999975 -0.08428999999999999 0.040165000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5302051029456778e-05 1.6753545674450216e-05 0.00095292915518674348 -0.00019735625629164322 leaf_weight=24.579440460969639 41.436786957288859 1.3782350515466522 18.847956737765344 leaf_count=716 495 18 1268 internal_value=0 8.79074e-05 -5.04294e-05 internal_weight=0 25.9577 60.2847 internal_count=2497 734 1763 is_linear=0 shrinkage=0.000400217 Tree=6332 num_leaves=3 num_cat=0 split_feature=38 52 split_gain=2.63014 2.42641 threshold=0.10208000000000002 -0.42985499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020150564522091515 -0.023279542483718271 0.0016272454121432206 leaf_weight=2.0757700300309798 1.777040377659431 83.090482669751509 leaf_count=223 34 2197 internal_value=0 0.00107069 internal_weight=0 85.1663 internal_count=2454 2420 is_linear=0 shrinkage=0.0204111 Tree=6333 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.23111 2.64848 threshold=-0.094929999999999987 0.081245000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033510916446733606 -3.4486308981809473e-05 0.00014314924606760877 leaf_weight=3.1431142771616569 63.878511932514812 16.907823892535816 leaf_count=44 2115 289 internal_value=0 2.83782e-06 internal_weight=0 80.7863 internal_count=2448 2404 is_linear=0 shrinkage=0.000400217 Tree=6334 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=2.95491 7.42571 2.83791 threshold=-0.074434999999999987 -0.10566999999999999 -0.032264999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9969157936374156e-06 0.00021613034014701885 -0.00032673669622872311 -2.3387458785034816e-05 leaf_weight=37.285872687887604 12.379597473642205 14.725492131334248 21.615023258142173 leaf_count=456 345 1294 410 internal_value=0 -8.72714e-05 6.42593e-05 internal_weight=0 52.0114 33.9946 internal_count=2505 1750 755 is_linear=0 shrinkage=0.000400217 Tree=6335 num_leaves=3 num_cat=0 split_feature=1446 2 split_gain=1.98955 2.06568 threshold=0.090050000000000005 0.14846500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031298059572540014 -0.02101994913943785 0.017315003579995273 leaf_weight=84.341134679081733 1.6456695765155007 2.9742642987766876 leaf_count=2273 120 95 internal_value=0 0.000913562 internal_weight=0 87.3154 internal_count=2488 2368 is_linear=0 shrinkage=0.0204111 Tree=6336 num_leaves=3 num_cat=0 split_feature=156 15 split_gain=1.96084 2.08477 threshold=-1.0000000180025095e-35 -0.4680149999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039815539527915839 0.00040075656763794961 1.7414082666889304e-05 leaf_weight=1.6555871824166377 2.2229418566857921 85.530445716707618 leaf_count=134 89 2230 internal_value=0 2.76231e-05 internal_weight=0 87.7534 internal_count=2453 2319 is_linear=0 shrinkage=0.000400217 Tree=6337 num_leaves=4 num_cat=0 split_feature=43 0 150 split_gain=2.90107 4.30129 2.43263 threshold=-0.063379999999999978 -0.23025999999999999 0.099310000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0067459666003323836 0.0078514240022534154 -0.0059321939517889112 -0.01170620598275484 leaf_weight=30.030250535699452 12.163584646885282 40.689212146298814 3.2005610846099435 leaf_count=1010 89 1300 112 internal_value=0 -0.00275013 0.00493544 internal_weight=0 52.8528 33.2308 internal_count=2511 1389 1122 is_linear=0 shrinkage=0.0204111 Tree=6338 num_leaves=4 num_cat=0 split_feature=484 1 48 split_gain=2.66216 2.67136 2.10617 threshold=-0.0068949999999999992 0.12719000000000003 0.3132350000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018215503589887331 -0.001154571309483512 0.010740844150128541 0.021651636253943649 leaf_weight=5.139853784479782 70.859229999728996 8.7334479732235177 0.52237945795059193 leaf_count=412 1855 199 1 internal_value=0 0.000163929 -0.014189 internal_weight=0 79.5927 5.66223 internal_count=2467 2054 413 is_linear=0 shrinkage=0.0204111 Tree=6339 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=2.17005 2.33834 2.32459 threshold=0.11610500000000001 0.23053500000000002 0.11426500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.7007923126999241e-06 -0.00055944727428686115 0.00013697738713204329 0.00049524865439437918 leaf_weight=80.212112593877464 2.1719194827055612 1.1102469951729288 1.3753764967550512 leaf_count=2308 99 26 17 internal_value=0 -0.000327123 -5.21447e-07 internal_weight=0 3.28217 81.5875 internal_count=2450 125 2325 is_linear=0 shrinkage=0.000400217 Tree=6340 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=2.69108 2.803 threshold=0.084835000000000008 -0.49274999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019008516152186586 -0.021718188881559044 -0.00081821246384466138 leaf_weight=2.9730821428092886 2.354470753853092 80.005776448220786 leaf_count=49 45 2350 internal_value=0 -8.31754e-05 internal_weight=0 82.9789 internal_count=2444 2399 is_linear=0 shrinkage=0.0204111 Tree=6341 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=2.91556 2.75118 2.09641 threshold=-0.061959999999999994 -0.00051499999999999994 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019831741735569313 -0.00036401636827683393 -2.3001100456047386e-05 0.00013276961986984751 leaf_weight=3.2998578953320239 3.9929369296696668 49.575321896649257 30.882163109177782 leaf_count=96 447 896 1028 internal_value=0 -4.91264e-05 0.000100264 internal_weight=0 53.5683 34.182 internal_count=2467 1343 1124 is_linear=0 shrinkage=0.000400217 Tree=6342 num_leaves=4 num_cat=0 split_feature=456 150 42 split_gain=1.84339 2.06898 1.84934 threshold=0.085215000000000013 0.088135000000000005 -0.40186499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025129600120086495 -0.022199880363614786 0.0082977768367745279 0.002133563669862702 leaf_weight=0.93869676336180319 2.6854538026818768 1.3134380531264467 79.865767648927431 leaf_count=8 108 51 2311 internal_value=0 -0.0122297 0.00178252 internal_weight=0 3.99889 80.8045 internal_count=2478 159 2319 is_linear=0 shrinkage=0.0204111 Tree=6343 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=2.38959 5.35278 2.00887 threshold=1.0000000180025095e-35 0.053930000000000006 -0.067934999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026039811077679622 0.00023937808025343007 0.00011684631856005962 1.7915729255225929e-05 leaf_weight=14.29691530483433 7.318717233145434 10.266086529009042 56.237305962335085 leaf_count=1212 233 58 961 internal_value=0 -0.000102914 4.37941e-05 internal_weight=0 24.563 63.556 internal_count=2464 1270 1194 is_linear=0 shrinkage=0.000400217 Tree=6344 num_leaves=4 num_cat=0 split_feature=3 453 16 split_gain=2.39121 2.15647 1.06559 threshold=0.18307500000000002 0.091330000000000008 -0.042324999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053747612527745741 0.022893987103343231 -0.021680573446156922 0.0010717675266014102 leaf_weight=81.228166406641321 2.7401407345096231 1.7496567755006243 1.4018549883621734 leaf_count=2347 88 24 30 internal_value=0 4.04056e-05 0.0157309 internal_weight=0 82.9778 4.142 internal_count=2489 2371 118 is_linear=0 shrinkage=0.0204111 Tree=6345 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=3.03217 3.21958 1.99452 threshold=0.12337000000000002 0.048235000000000007 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013202189124157397 0.018196557097970675 -0.014173877876456121 0.00029313402279727759 leaf_weight=64.877813355467879 4.8496764443261764 9.1731141022937646 5.436682612329605 leaf_count=1352 122 898 105 internal_value=0 -0.00293147 0.00883905 internal_weight=0 74.0509 10.2864 internal_count=2477 2250 227 is_linear=0 shrinkage=0.0204111 Tree=6346 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=2.07462 2.08442 0.141081 threshold=-0.40446999999999994 0.090880000000000016 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2489942312964029e-05 4.6878453639966961e-05 -0.0003248666647366964 -0.00043218212423651737 leaf_weight=0.30384606483858068 80.884386854773766 2.3793607094266909 1.5131458330397425 leaf_count=15 2088 183 175 internal_value=0 3.58334e-05 -0.000384043 internal_weight=0 83.2637 1.81699 internal_count=2461 2271 190 is_linear=0 shrinkage=0.000400217 Tree=6347 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=2.11865 2.66483 2.57495 threshold=0.048375000000000008 -0.097754999999999995 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6665569732952451e-05 -0.00017354268306712329 -8.1455899691484086e-05 0.00035449071087850466 leaf_weight=24.496898474353657 2.034955317620188 55.680544734050272 4.807086070533841 leaf_count=362 17 2024 120 internal_value=0 -3.31049e-05 0.000197178 internal_weight=0 80.1774 6.84204 internal_count=2523 2386 137 is_linear=0 shrinkage=0.000400217 Tree=6348 num_leaves=4 num_cat=0 split_feature=12 13 3 split_gain=3.11138 2.88015 2.2676 threshold=0.079890000000000017 -0.09194999999999999 0.094415000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0064048583176854719 0.003503364267964857 -0.0089237523397158926 -0.002796704959664045 leaf_weight=29.944339049900009 11.326372682102372 24.288106501378934 17.66324024964706 leaf_count=417 218 1567 258 internal_value=0 -0.004973 0.00299237 internal_weight=0 35.6145 47.6076 internal_count=2460 1785 675 is_linear=0 shrinkage=0.0204111 Tree=6349 num_leaves=3 num_cat=0 split_feature=48 1210 split_gain=2.03835 2.0438 threshold=-0.097454999999999986 -0.08107499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017925102593795667 -0.023251021910784684 0.0021471970646472927 leaf_weight=2.137029825418721 1.2291941865987599 85.629537214854281 leaf_count=38 109 2357 internal_value=0 0.0017583 internal_weight=0 86.8587 internal_count=2504 2466 is_linear=0 shrinkage=0.0204111 Tree=6350 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.70443 2.42885 threshold=-0.28286499999999998 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044397779677207434 -1.834405498363182e-05 0.00016741787007651623 leaf_weight=2.0341163449666047 71.433826869846598 13.271490430997799 leaf_count=50 2143 261 internal_value=0 1.09434e-05 internal_weight=0 84.7053 internal_count=2454 2404 is_linear=0 shrinkage=0.000400217 Tree=6351 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=2.35594 3.18349 threshold=0.12879500000000002 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001067554016650889 -0.0002619785873996438 -5.5053677089531635e-05 leaf_weight=33.982373026170535 5.1583737539185668 45.314364898218628 leaf_count=409 73 1986 internal_value=0 1.43419e-05 internal_weight=0 79.2967 internal_count=2468 2395 is_linear=0 shrinkage=0.000400217 Tree=6352 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.223 2.93026 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018475877252139603 0.024219028535193757 0.0012522649321542083 leaf_weight=2.1830141664249814 2.2674800777676856 85.561305652725423 leaf_count=28 35 2394 internal_value=0 0.00187528 internal_weight=0 87.8288 internal_count=2457 2429 is_linear=0 shrinkage=0.0204111 Tree=6353 num_leaves=4 num_cat=0 split_feature=42 39 42 split_gain=2.45811 3.33361 2.75634 threshold=0.10146500000000001 0.084535000000000013 0.09832500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063672901047025232 -0.021625183638605064 0.011960124058113749 0.023409486058662301 leaf_weight=78.657939517021077 4.2534594822500358 1.6315591454040257 2.1667392310482674 leaf_count=2124 224 70 43 internal_value=0 -0.0122646 0.00127876 internal_weight=0 5.88502 80.8247 internal_count=2461 294 2167 is_linear=0 shrinkage=0.0204111 Tree=6354 num_leaves=3 num_cat=0 split_feature=15 45 split_gain=2.20864 2.31523 threshold=-0.4680149999999999 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037219989128017822 0.00041649742695272864 -4.5111285405253185e-05 leaf_weight=2.0820150409417684 1.6687074787914742 78.008386396966671 leaf_count=89 9 2347 internal_value=0 -3.48727e-05 internal_weight=0 79.6771 internal_count=2445 2356 is_linear=0 shrinkage=0.000400217 Tree=6355 num_leaves=4 num_cat=0 split_feature=43 15 42 split_gain=2.7211 3.4113 3.2353 threshold=-0.063379999999999978 0.035895000000000003 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033543236273683708 -3.4592224625555505e-05 -0.00032968162241072291 0.00011208027977727373 leaf_weight=2.7335798448621089 43.471526213977995 7.2287381059904865 28.789898612776597 leaf_count=96 730 648 979 internal_value=0 -7.72992e-05 7.22241e-05 internal_weight=0 50.7003 31.5235 internal_count=2453 1378 1075 is_linear=0 shrinkage=0.000400217 Tree=6356 num_leaves=3 num_cat=0 split_feature=38 1374 split_gain=3.17759 2.69199 threshold=0.084835000000000008 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019088670566663416 -0.022244136191278293 0.0017997172831797986 leaf_weight=2.545301711652427 2.3874554380308828 78.787785467102367 leaf_count=44 42 2379 internal_value=0 0.00112068 internal_weight=0 81.3331 internal_count=2465 2423 is_linear=0 shrinkage=0.0204111 Tree=6357 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=2.39741 2.00486 threshold=-0.52412999999999987 -0.24395999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018382561035253542 -0.02408334560413157 9.9931654089311362e-05 leaf_weight=2.8443995735142371 1.3414491715702741 82.240772712284524 leaf_count=23 140 2297 internal_value=0 -0.000319897 internal_weight=0 83.5822 internal_count=2460 2437 is_linear=0 shrinkage=0.0204111 Tree=6358 num_leaves=4 num_cat=0 split_feature=1447 155 2 split_gain=2.05488 2.29061 0.759978 threshold=-1.0000000180025095e-35 0.088610000000000008 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045116943847894062 1.2597808068388781e-05 -0.00044907781465970312 2.7268480520083969e-05 leaf_weight=2.1339027108115256 78.929337880361345 1.6477110312262073 0.68070271672331717 leaf_count=226 2070 148 19 internal_value=0 2.54699e-06 -0.000338844 internal_weight=0 80.577 2.81461 internal_count=2463 2218 245 is_linear=0 shrinkage=0.000400217 Tree=6359 num_leaves=4 num_cat=0 split_feature=376 43 0 split_gain=2.5425 2.47387 0.847793 threshold=1.0000000180025095e-35 -0.15786499999999998 -0.091794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0082304451559461721 0.0016916101189765184 -0.0023452088930459281 0.018023486063347593 leaf_weight=10.525117879777097 1.988978516863426 68.863234997039399 4.0047331753303288 leaf_count=176 58 2198 80 internal_value=0 -0.000933497 0.0127343 internal_weight=0 79.3884 5.99371 internal_count=2512 2374 138 is_linear=0 shrinkage=0.0204111 Tree=6360 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=2.3679 3.65987 threshold=0.12879500000000002 -0.23046999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014326637288077695 -0.013370827633577829 -0.0006617168743541632 leaf_weight=7.3881606919458127 5.1559841581620267 71.322429557112628 leaf_count=70 70 2332 internal_value=0 0.000763516 internal_weight=0 78.7106 internal_count=2472 2402 is_linear=0 shrinkage=0.0204111 Tree=6361 num_leaves=4 num_cat=0 split_feature=130 457 40 split_gain=2.29278 2.44175 0.279953 threshold=1.0000000180025095e-35 0.069910000000000014 -0.082294999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4624795461296571e-07 6.5881302511475644e-06 0.00017830100421179716 -0.00043369648470743295 leaf_weight=68.826502651849296 0.25864758994430337 14.73635935684433 1.8400609465406876 leaf_count=1956 7 182 324 internal_value=0 3.11076e-05 -0.00038185 internal_weight=0 83.5629 2.09871 internal_count=2469 2138 331 is_linear=0 shrinkage=0.000400217 Tree=6362 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=2.44188 3.28745 threshold=-0.094929999999999987 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037636149816033457 0.00012202392575777543 -3.6359856875380304e-05 leaf_weight=2.3286836651386684 35.85036675428637 50.331773998106655 leaf_count=42 433 1992 internal_value=0 2.95981e-05 internal_weight=0 86.1821 internal_count=2467 2425 is_linear=0 shrinkage=0.000400217 Tree=6363 num_leaves=4 num_cat=0 split_feature=475 1213 4 split_gain=2.00593 3.00541 1.81082 threshold=-0.08459499999999999 -1.0000000180025095e-35 0.00025000000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019678189110490508 -0.018152931039781234 0.0027221161131248308 0.011148550788422152 leaf_weight=3.1792621863132799 2.8695162354269987 79.839333926227482 0.96512655040714879 leaf_count=157 388 1895 20 internal_value=0 0.00197431 -0.012395 internal_weight=0 82.7089 4.14439 internal_count=2460 2283 177 is_linear=0 shrinkage=0.0204111 Tree=6364 num_leaves=3 num_cat=0 split_feature=160 151 split_gain=2.17146 2.08911 threshold=-0.40446999999999994 -0.52082499999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021964490611447719 -0.022155820668769838 0.0011908317172041661 leaf_weight=1.6842182003056212 1.517540389089844 79.653115172823163 leaf_count=197 34 2235 internal_value=0 0.000724432 internal_weight=0 81.1707 internal_count=2466 2269 is_linear=0 shrinkage=0.0204111 Tree=6365 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=2.4101 2.95127 2.493 threshold=-0.25061999999999995 -0.11689999999999999 0.11375500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016972262466852548 -0.012346525627008807 0.00062057381875995471 -0.010375488964837219 leaf_weight=6.2249808276173999 8.0024550709713349 73.894189220656699 1.6961712319753131 leaf_count=172 181 2084 19 internal_value=0 -0.000661621 0.0110532 internal_weight=0 81.8966 7.92115 internal_count=2456 2265 191 is_linear=0 shrinkage=0.0204111 Tree=6366 num_leaves=4 num_cat=0 split_feature=43 13 42 split_gain=2.9054 3.90675 3.38889 threshold=-0.074459999999999985 0.14530000000000001 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016101504536657357 -0.0058637185833464523 0.020222451955832724 0.0056822183617293489 leaf_weight=3.2250771663839286 48.388831415570166 2.4077393533661953 27.557761988369748 leaf_count=90 1498 15 876 internal_value=0 -0.00458549 0.00334988 internal_weight=0 50.7966 30.7828 internal_count=2479 1513 966 is_linear=0 shrinkage=0.0204111 Tree=6367 num_leaves=3 num_cat=0 split_feature=483 1210 split_gain=2.20737 1.91372 threshold=-0.086029999999999981 -0.08107499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044166202543809385 -0.00045338041081637812 3.1350349065337754e-05 leaf_weight=1.5500641112739675 1.2131066317378998 85.365209625262651 leaf_count=122 104 2237 internal_value=0 2.39817e-05 internal_weight=0 86.5783 internal_count=2463 2341 is_linear=0 shrinkage=0.000400217 Tree=6368 num_leaves=4 num_cat=0 split_feature=123 133 42 split_gain=2.79858 3.71411 1.15713 threshold=1.0000000180025095e-35 0.10637000000000002 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001144193948696183 -0.0023113791047034695 -0.024043325389884566 0.017663512059917653 leaf_weight=77.861010774819079 1.4945367251057176 2.405840877640002 5.7070495636289698 leaf_count=1949 23 339 179 internal_value=0 0.000356807 0.0135462 internal_weight=0 80.2669 7.20159 internal_count=2490 2288 202 is_linear=0 shrinkage=0.0204111 Tree=6369 num_leaves=4 num_cat=0 split_feature=457 41 13 split_gain=2.50738 2.56325 1.13726 threshold=-0.079829999999999984 0.075585000000000013 -0.093219999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0050539676101394853 0.00050371296381999215 -0.013332736987661959 -0.021465146499242038 leaf_weight=0.78632891448796716 74.849023784006931 5.9146028874383765 3.4151949884544583 leaf_count=25 2184 131 139 internal_value=0 -0.000526634 -0.0164996 internal_weight=0 80.7636 4.20152 internal_count=2479 2315 164 is_linear=0 shrinkage=0.0204111 Tree=6370 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=2.58291 3.16958 2.66001 threshold=-0.097754999999999995 -0.084074999999999997 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019460310487848841 -0.00039663748787218078 -1.5883044900950937e-06 -9.2217879361481216e-05 leaf_weight=20.732347608252898 3.3288110656685594 59.641080442010207 6.8160848555635303 leaf_count=231 519 1582 140 internal_value=0 -2.31389e-05 0.000123551 internal_weight=0 62.9699 27.5484 internal_count=2472 2101 371 is_linear=0 shrinkage=0.000400217 Tree=6371 num_leaves=3 num_cat=0 split_feature=1456 11 split_gain=2.36357 2.11319 threshold=-1.0000000180025095e-35 0.081365000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040613579741726553 3.074693896797456e-05 -0.00020823413445007958 leaf_weight=2.1110870276716005 75.712214984276216 6.3174540955442344 leaf_count=221 2085 139 internal_value=0 1.20832e-05 internal_weight=0 82.0297 internal_count=2445 2224 is_linear=0 shrinkage=0.000400217 Tree=6372 num_leaves=4 num_cat=0 split_feature=1213 14 475 split_gain=2.65919 2.22311 1.41478 threshold=-1.0000000180025095e-35 0.076175000000000007 -0.085719999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034503837515983688 1.6426201807449591e-05 -0.00042899145439713064 -0.00043533718325639091 leaf_weight=0.33772996068000827 80.781134876122451 1.723589989953324 3.0586785952218625 leaf_count=1 1982 67 376 internal_value=0 6.55228e-06 -0.000349203 internal_weight=0 82.5047 3.39641 internal_count=2426 2049 377 is_linear=0 shrinkage=0.000400217 Tree=6373 num_leaves=4 num_cat=0 split_feature=1 44 52 split_gain=2.33228 3.10964 1.7742 threshold=0.13662500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033182502505385244 -0.00079414525608367944 -0.026459502287388303 0.022515985151557311 leaf_weight=77.550834897892855 2.2459490197798004 1.7358968063490454 3.3092716569371978 leaf_count=2273 53 40 85 internal_value=0 -0.000291228 0.0132623 internal_weight=0 79.2867 5.55522 internal_count=2451 2313 138 is_linear=0 shrinkage=0.0204111 Tree=6374 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=2.01687 3.84877 2.7987 threshold=0.11588000000000001 0.095330000000000012 -0.22650999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6243653724717256e-06 -0.00041046584776652852 -0.00044482241318628379 0.00019202350059888677 leaf_weight=68.537674681338103 1.2472780488897104 3.1271338815749905 14.154049053875495 leaf_count=1895 8 277 326 internal_value=0 -1.85201e-05 0.00014062 internal_weight=0 71.6648 15.4013 internal_count=2506 2172 334 is_linear=0 shrinkage=0.000400217 Tree=6375 num_leaves=3 num_cat=0 split_feature=43 0 split_gain=2.86687 4.78842 threshold=-0.51412499999999983 0.21217000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031063132616380843 -2.3524624038528558e-05 -0.00071492831541749397 leaf_weight=3.8649862460151772 80.78585341004873 1.5252644534339186 leaf_count=40 2426 15 internal_value=0 -3.72905e-05 internal_weight=0 82.3111 internal_count=2481 2441 is_linear=0 shrinkage=0.000400217 Tree=6376 num_leaves=4 num_cat=0 split_feature=13 13 1444 split_gain=2.37635 8.36167 2.76483 threshold=-0.084024999999999975 -0.084169999999999981 -0.084274999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1143853481814718e-05 0.00047520702965033916 0.0010517721622603806 -6.3475806786449793e-05 leaf_weight=23.517814522096163 1.4562180920620438 1.2775447963285831 58.151843473971894 leaf_count=725 20 14 1700 internal_value=0 9.7709e-05 -4.94496e-05 internal_weight=0 24.7954 59.6081 internal_count=2459 739 1720 is_linear=0 shrinkage=0.000400217 Tree=6377 num_leaves=3 num_cat=0 split_feature=472 402 split_gain=2.0015 2.00031 threshold=-1.0000000180025095e-35 -0.095989999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039899963910163878 -0.0004112809620369522 5.0903761179814746e-05 leaf_weight=1.5623411160631793 1.415649190363182 85.527676176892783 leaf_count=130 175 2158 internal_value=0 4.2859e-05 internal_weight=0 86.9433 internal_count=2463 2333 is_linear=0 shrinkage=0.000400217 Tree=6378 num_leaves=4 num_cat=0 split_feature=1429 151 0 split_gain=2.5747 1.9163 0.490014 threshold=-1.0000000180025095e-35 -0.52082499999999987 -0.14719999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.044687127140501222 -0.01950659978252486 0.0022439830990700284 -0.015623294968675646 leaf_weight=0.3103663190267979 1.6102093745757873 85.781937547675625 1.1476147565990675 leaf_count=14 39 2332 113 internal_value=0 0.00181878 -0.024556 internal_weight=0 87.3921 1.45798 internal_count=2498 2371 127 is_linear=0 shrinkage=0.0204111 Tree=6379 num_leaves=4 num_cat=0 split_feature=1 14 52 split_gain=2.21681 3.03863 0.711599 threshold=0.13662500000000002 0.062655000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041850837062433482 0.0026388975487387878 -0.026433391683957586 0.018494432178075552 leaf_weight=78.505671556902598 1.8080276196851626 1.6838855404494086 3.52171249614912 leaf_count=2258 54 76 83 internal_value=0 -0.000181421 0.0132807 internal_weight=0 80.1896 5.32974 internal_count=2471 2334 137 is_linear=0 shrinkage=0.0204111 Tree=6380 num_leaves=4 num_cat=0 split_feature=12 2 49 split_gain=3.01467 3.98067 3.13855 threshold=0.084045000000000022 0.086635000000000004 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.2292434159924583e-05 -0.00026109264703037881 2.3170176834200976e-05 0.00014047836759026777 leaf_weight=16.354775178726413 12.480895355838582 21.087637300712231 34.107327503203123 leaf_count=268 726 955 539 internal_value=0 -8.30363e-05 7.15119e-05 internal_weight=0 33.5685 50.4621 internal_count=2488 1681 807 is_linear=0 shrinkage=0.000400217 Tree=6381 num_leaves=4 num_cat=0 split_feature=151 4 4 split_gain=2.4786 2.6193 2.19969 threshold=0.056735000000000001 0.04735000000000001 -0.49367499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013863798895364383 -0.021275498395578893 0.0032284179951301353 0.00091938708156376044 leaf_weight=4.3325738540152079 4.7004569887940297 2.8778288278263062 74.07501018432049 leaf_count=116 78 38 2242 internal_value=0 -0.0120587 8.39067e-05 internal_weight=0 7.57829 78.4076 internal_count=2474 116 2358 is_linear=0 shrinkage=0.0204111 Tree=6382 num_leaves=4 num_cat=0 split_feature=156 13 15 split_gain=2.93063 2.35359 1.19799 threshold=0.091255000000000017 -0.5356749999999999 -0.084184999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019923979080857388 0.0014102983802293954 0.0016667076223867506 -0.020594933253363926 leaf_weight=2.0496659993077619 1.3919945129800906 78.417236888932166 3.7140053664770667 leaf_count=21 50 2264 152 internal_value=0 0.00108983 -0.0146943 internal_weight=0 80.4669 5.106 internal_count=2487 2285 202 is_linear=0 shrinkage=0.0204111 Tree=6383 num_leaves=3 num_cat=0 split_feature=160 124 split_gain=2.14335 2.01778 threshold=-0.25833999999999996 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021868189886962881 0.0097395187141210357 -0.0012965782610310213 leaf_weight=1.8530887768774835 7.47350807134353 76.502086308835715 leaf_count=208 213 2046 internal_value=0 -0.000302747 internal_weight=0 83.9756 internal_count=2467 2259 is_linear=0 shrinkage=0.0204111 Tree=6384 num_leaves=4 num_cat=0 split_feature=159 1374 475 split_gain=2.37015 2.19065 1.72275 threshold=0.11259000000000001 0.093235000000000012 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021299764699710885 0.0056137750462296292 -0.018077361971632965 -0.027496665526819029 leaf_weight=82.67160083442468 0.91585382357880041 2.185828591551398 1.9253364488031355 leaf_count=2329 37 37 87 internal_value=0 0.00158632 -0.0170154 internal_weight=0 84.8574 2.84119 internal_count=2490 2366 124 is_linear=0 shrinkage=0.0204111 Tree=6385 num_leaves=3 num_cat=0 split_feature=457 52 split_gain=2.30461 2.00452 threshold=-0.15747999999999998 0.060835000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033259764105074988 -4.8704532616144839e-05 9.3403871057263198e-05 leaf_weight=3.150556820415658 59.00653405382036 21.636351407771144 leaf_count=27 1566 876 internal_value=0 -1.05004e-05 internal_weight=0 80.6429 internal_count=2469 2442 is_linear=0 shrinkage=0.000400217 Tree=6386 num_leaves=4 num_cat=0 split_feature=124 1456 42 split_gain=2.7234 2.26434 1.55952 threshold=-0.043384999999999993 1.0000000180025095e-35 -0.0044549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063917345830271006 -0.00084236265703377736 -0.021873769579081239 0.020213648315524243 leaf_weight=2.3732721131673316 78.13209284480763 2.0810712848106041 3.891141846208483 leaf_count=50 2076 214 145 internal_value=0 -0.00141774 0.0124411 internal_weight=0 80.2132 6.26441 internal_count=2485 2290 195 is_linear=0 shrinkage=0.0204111 Tree=6387 num_leaves=4 num_cat=0 split_feature=3 1 49 split_gain=2.35847 3.81902 2.9525 threshold=-0.12077499999999998 0.10455000000000002 0.0053350000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.57461156188848e-05 -0.0001153325239754581 8.7833263616997031e-05 0.00039592541148085014 leaf_weight=16.257747768584526 38.894137119768857 23.79881178218784 4.5972030073389751 leaf_count=231 1749 442 33 internal_value=0 -3.81899e-05 0.000116833 internal_weight=0 62.6929 20.855 internal_count=2455 2191 264 is_linear=0 shrinkage=0.000400217 Tree=6388 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=2.45044 3.44361 2.73768 threshold=0.094405000000000003 -0.12077499999999998 -0.048759999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011644738119448898 0.00021441871739899895 -0.00012989815532170635 -3.2327186801794371e-06 leaf_weight=12.474377518599793 14.212980207608778 32.688899345332175 26.153305529936915 leaf_count=145 312 1556 435 internal_value=0 -6.17363e-05 7.37835e-05 internal_weight=0 45.1633 40.3663 internal_count=2448 1701 747 is_linear=0 shrinkage=0.000400217 Tree=6389 num_leaves=3 num_cat=0 split_feature=52 14 split_gain=2.7853 2.08681 threshold=-0.40306999999999998 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040686093399790044 1.3132265489092118e-05 -0.00039217560825373067 leaf_weight=2.6286045039305455 82.220206511181459 1.9743164695428266 leaf_count=250 2147 74 internal_value=0 3.11978e-06 internal_weight=0 84.1945 internal_count=2471 2221 is_linear=0 shrinkage=0.000400217 Tree=6390 num_leaves=3 num_cat=0 split_feature=150 2 split_gain=2.13602 2.47562 threshold=-0.22665999999999997 0.097940000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032295905391986569 -7.8818741263838522e-05 6.1858851407775665e-05 leaf_weight=2.90143466182053 47.884722152546601 34.29015609772614 leaf_count=21 1709 730 internal_value=0 -2.01121e-05 internal_weight=0 82.1749 internal_count=2460 2439 is_linear=0 shrinkage=0.000400217 Tree=6391 num_leaves=4 num_cat=0 split_feature=1429 480 3 split_gain=2.27283 2.01459 0.401569 threshold=-1.0000000180025095e-35 0.08598500000000002 0.092330000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014172232099098427 0.0013662245914428763 -0.0192899323199269 -0.039182537259726126 leaf_weight=0.96779244799654296 79.825167639837673 1.9049310623231566 0.44183768582297489 leaf_count=107 2158 172 17 internal_value=0 0.000859048 -0.0243179 internal_weight=0 81.7301 1.40963 internal_count=2454 2330 124 is_linear=0 shrinkage=0.0204111 Tree=6392 num_leaves=4 num_cat=0 split_feature=12 457 0 split_gain=2.54648 2.74302 2.72793 threshold=0.084045000000000022 -0.0046349999999999994 -0.061684999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019458363442028596 -0.0001868685365716283 8.8345427893372192e-05 4.6429306635407501e-05 leaf_weight=6.0857400144304838 18.289416705130861 48.203524448515964 14.175584019641972 leaf_count=87 1439 744 233 internal_value=0 5.62943e-05 -8.51914e-05 internal_weight=0 54.2893 32.465 internal_count=2503 831 1672 is_linear=0 shrinkage=0.000400217 Tree=6393 num_leaves=3 num_cat=0 split_feature=3 51 split_gain=2.50411 1.93978 threshold=-0.52412999999999987 -0.40274499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022632204335089313 -0.021102079200636718 2.5197552553635028e-05 leaf_weight=1.8937673293985415 1.7402419816535246 80.387207874953674 leaf_count=20 88 2333 internal_value=0 -0.0004506 internal_weight=0 82.1274 internal_count=2441 2421 is_linear=0 shrinkage=0.0204111 Tree=6394 num_leaves=4 num_cat=0 split_feature=39 133 457 split_gain=2.28012 3.15919 2.36088 threshold=0.0095750000000000019 -1.0000000180025095e-35 0.080930000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030304481209533487 -0.018419244568486176 0.012382167722509269 0.0066668005911079417 leaf_weight=59.744066647441286 1.5004173714405613 10.255446218085124 12.565340996166922 leaf_count=2039 41 252 148 internal_value=0 0.00831425 -0.00133764 internal_weight=0 11.7559 72.3094 internal_count=2480 293 2187 is_linear=0 shrinkage=0.0204111 Tree=6395 num_leaves=3 num_cat=0 split_feature=1456 39 split_gain=2.46118 1.77527 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040720171184347993 -3.3629298158524047e-06 0.00042719155085773876 leaf_weight=2.2769991189015846 78.714221794656623 1.4524005350540381 leaf_count=238 2201 18 internal_value=0 5.02248e-06 internal_weight=0 80.1666 internal_count=2457 2219 is_linear=0 shrinkage=0.000400217 Tree=6396 num_leaves=4 num_cat=0 split_feature=50 48 13 split_gain=3.06796 2.3217 1.89052 threshold=0.083090000000000011 0.12879500000000002 -0.18749999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3057904414247633e-05 0.00030905354068571636 -0.00028847109835556403 -0.00031018904863816386 leaf_weight=73.505678995905328 0.80380197358317662 3.435300678589555 6.6260779445437938 leaf_count=1993 16 42 455 internal_value=0 2.78579e-05 -0.000239603 internal_weight=0 76.941 7.42988 internal_count=2506 2035 471 is_linear=0 shrinkage=0.000400217 Tree=6397 num_leaves=3 num_cat=0 split_feature=3 1456 split_gain=2.80176 2.26205 threshold=-0.52412999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040980073983059109 -0.00040460504300522242 1.5434879846674401e-05 leaf_weight=2.7193840611726037 1.9932348195070506 83.671017347354791 leaf_count=23 220 2215 internal_value=0 5.146e-06 internal_weight=0 85.6643 internal_count=2458 2435 is_linear=0 shrinkage=0.000400217 Tree=6398 num_leaves=3 num_cat=0 split_feature=38 2 split_gain=2.6039 1.99694 threshold=0.10386000000000002 0.11510000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013036741026960024 -0.026205819089233858 0.0068311359928005791 leaf_weight=70.478551426627746 1.4793155891966296 15.184217379715845 leaf_count=2108 28 349 internal_value=0 0.000145303 internal_weight=0 85.6628 internal_count=2485 2457 is_linear=0 shrinkage=0.0204111 Tree=6399 num_leaves=3 num_cat=0 split_feature=1212 156 split_gain=1.82021 1.87336 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039071432264476107 -0.00039652889273163883 3.0369369987352299e-05 leaf_weight=1.6338236033770943 1.5675634462604637 84.420536822315626 leaf_count=187 130 2136 internal_value=0 2.20815e-05 internal_weight=0 85.9881 internal_count=2453 2266 is_linear=0 shrinkage=0.000400217 Tree=6400 num_leaves=3 num_cat=0 split_feature=1213 151 split_gain=2.04559 1.8376 threshold=-0.080769999999999995 -0.28286499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043108307929641765 -0.00033776198060379153 1.2146874730623974e-05 leaf_weight=1.6754698457625625 2.3662472358009827 80.165136559315215 leaf_count=242 60 2144 internal_value=0 1.67066e-06 internal_weight=0 82.5314 internal_count=2446 2204 is_linear=0 shrinkage=0.000400217 Tree=6401 num_leaves=4 num_cat=0 split_feature=42 14 1 split_gain=3.05992 2.37718 2.32289 threshold=-1.0000000180025095e-35 0.076175000000000007 0.10892500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017597698276367615 0.0019251382904389789 -0.021666995878265451 0.0026956431759767594 leaf_weight=6.5926832622953935 73.824888019295031 1.7116404448461242 3.5769321353873238 leaf_count=613 1735 63 57 internal_value=0 0.00135927 -0.0105083 internal_weight=0 75.5365 10.1696 internal_count=2468 1798 670 is_linear=0 shrinkage=0.0204111 Tree=6402 num_leaves=4 num_cat=0 split_feature=3 43 42 split_gain=2.96807 3.09483 2.3221 threshold=-0.097754999999999995 -0.053524999999999996 0.095165000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001635383304381326 7.378883616435193e-05 -0.0001182970164707386 -0.00015991316011895263 leaf_weight=21.878488138565448 20.665270397767017 37.969027919161817 4.1476152515970162 leaf_count=315 935 1175 58 internal_value=0 -5.0586e-05 0.000111528 internal_weight=0 58.6343 26.0261 internal_count=2483 2110 373 is_linear=0 shrinkage=0.000400217 Tree=6403 num_leaves=4 num_cat=0 split_feature=1 4 43 split_gain=2.38208 4.34307 2.58254 threshold=0.094405000000000003 -0.076929999999999985 -0.27207999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010341491327738552 -0.000376328971586596 -0.00015522100798501037 0.00010466562470624561 leaf_weight=17.131850895279058 1.7668487884366175 26.118263531794582 38.319684540976596 leaf_count=712 21 1015 706 internal_value=0 -5.27699e-05 8.24762e-05 internal_weight=0 43.2501 40.0865 internal_count=2454 1727 727 is_linear=0 shrinkage=0.000400217 Tree=6404 num_leaves=4 num_cat=0 split_feature=13 4 43 split_gain=2.34604 3.03943 2.95189 threshold=0.11184000000000001 0.0067750000000000006 -0.27207999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0072853007783609354 -0.0059042344066652956 0.0013903024643294973 0.014791162766873726 leaf_weight=35.382431553725837 4.6656657404237194 31.925720428536806 7.1565723370877077 leaf_count=1646 100 643 77 internal_value=0 -0.0031748 0.00664492 internal_weight=0 67.3082 11.8222 internal_count=2466 2289 177 is_linear=0 shrinkage=0.0204111 Tree=6405 num_leaves=4 num_cat=0 split_feature=456 457 2 split_gain=2.48567 2.44871 2.19664 threshold=0.087015000000000023 0.091015000000000013 0.11466000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009564016193510062 -0.026696149859316686 0.014048481978092369 0.0047240919747304627 leaf_weight=75.515471456878004 2.3045506720372937 6.3513454244530285 1.4560199519619343 leaf_count=2217 119 84 27 internal_value=0 0.0019899 -0.014746 internal_weight=0 81.8668 3.76057 internal_count=2447 2301 146 is_linear=0 shrinkage=0.0204111 Tree=6406 num_leaves=4 num_cat=0 split_feature=124 157 42 split_gain=3.87538 2.72761 0.543155 threshold=-0.043384999999999993 -0.077384999999999995 -0.025789999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001170986100684582 0.00015736563993792068 -5.6394790788004492e-05 0.0003592201463338915 leaf_weight=2.3509030080967932 11.094040415040579 65.107654342064052 4.7399824301392064 leaf_count=39 276 1977 158 internal_value=0 -2.50886e-05 0.000282016 internal_weight=0 76.2017 7.09089 internal_count=2450 2253 197 is_linear=0 shrinkage=0.000400217 Tree=6407 num_leaves=4 num_cat=0 split_feature=13 13 456 split_gain=2.52457 8.19019 2.74371 threshold=-0.084024999999999975 -0.08422499999999998 0.087015000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9226668625998723e-05 -1.8540097407478546e-05 0.0010679246740047037 -0.00044666002115652329 leaf_weight=22.752592861510497 60.597200154579696 1.2560868974906032 2.3851814561348865 leaf_count=722 1692 14 65 internal_value=0 0.000116712 -3.55171e-05 internal_weight=0 24.0087 62.9824 internal_count=2493 736 1757 is_linear=0 shrinkage=0.000400217 Tree=6408 num_leaves=3 num_cat=0 split_feature=16 147 split_gain=2.02362 2.15292 threshold=-0.55433999999999994 0.08955500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028889547680849753 0.00025696771358227685 0.014523510759169262 leaf_weight=0.83858022099593554 77.98122045918717 4.5590625191398422 leaf_count=26 2313 86 internal_value=0 0.00106358 internal_weight=0 82.5403 internal_count=2425 2399 is_linear=0 shrinkage=0.0204111 Tree=6409 num_leaves=3 num_cat=0 split_feature=39 483 split_gain=1.86684 1.79462 threshold=-0.046074999999999991 0.096460000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035990449328513212 2.8649931751317374e-05 -0.00033820742177587799 leaf_weight=2.0247726816451168 80.714035250521192 2.0821707590694123 leaf_count=45 2265 139 internal_value=0 1.89799e-05 internal_weight=0 82.7962 internal_count=2449 2404 is_linear=0 shrinkage=0.000400217 Tree=6410 num_leaves=4 num_cat=0 split_feature=159 2 482 split_gain=2.3909 2.80611 2.62673 threshold=0.094480000000000022 0.11431500000000001 0.090355000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018753636272989176 -0.019806210860183318 0.010348031076151112 -0.021843194162522842 leaf_weight=80.527349065429007 4.5891781712634829 1.6890165339718803 1.8817071975572606 leaf_count=2165 189 88 95 internal_value=0 -0.0116547 0.00130488 internal_weight=0 6.27819 82.4091 internal_count=2537 277 2260 is_linear=0 shrinkage=0.0204111 Tree=6411 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=2.18306 2.31673 threshold=-0.090949999999999989 0.13130500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029802890025221407 -4.4006357067428154e-05 0.00018240874866329071 leaf_weight=3.4531840235285918 73.911983474332374 7.9125290639713048 leaf_count=46 2251 192 internal_value=0 -2.18924e-05 internal_weight=0 81.8245 internal_count=2489 2443 is_linear=0 shrinkage=0.000400217 Tree=6412 num_leaves=4 num_cat=0 split_feature=1429 42 160 split_gain=1.92096 1.88836 0.476544 threshold=-1.0000000180025095e-35 -0.40186499999999997 -0.087874999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025728511898069194 -0.024985971150430268 0.0016791760993657315 -0.029787663091381738 leaf_weight=0.39196640506270342 1.0094747767288925 84.211079343371239 0.92571387743373523 leaf_count=33 9 2363 89 internal_value=0 0.00133095 -0.0225277 internal_weight=0 85.2206 1.31768 internal_count=2494 2372 122 is_linear=0 shrinkage=0.0204111 Tree=6413 num_leaves=4 num_cat=0 split_feature=0 1 49 split_gain=3.45769 3.65643 2.14722 threshold=0.043560000000000008 0.10423500000000001 0.0037600000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0069131265733415707 0.0032488234599646424 0.0026765929745811881 0.02114046155915187 leaf_weight=39.806958201554153 10.332853661006082 28.231766052063904 3.7463417742401353 leaf_count=1817 162 470 23 internal_value=0 -0.00293614 0.00813886 internal_weight=0 68.0387 14.0792 internal_count=2472 2287 185 is_linear=0 shrinkage=0.0204111 Tree=6414 num_leaves=4 num_cat=0 split_feature=12 47 1 split_gain=2.53582 4.05916 3.82376 threshold=0.084045000000000022 0.081320000000000017 0.13052500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068457182607808689 -0.0057068497429068167 -0.0064840131239231585 0.020013952218185992 leaf_weight=37.195351498390664 31.584935720306021 12.678729907784144 2.4967918471083967 leaf_count=667 1616 143 46 internal_value=0 0.00345017 -0.0037632 internal_weight=0 49.8741 34.0817 internal_count=2472 810 1662 is_linear=0 shrinkage=0.0204111 Tree=6415 num_leaves=4 num_cat=0 split_feature=484 40 160 split_gain=2.37667 2.37133 2.19884 threshold=-0.0068949999999999992 -0.0095299999999999985 -0.25833999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032755228974340602 -0.00039197152661364578 -0.00038666645771967388 9.1795084775802194e-06 leaf_weight=0.79795733292121429 2.1393592156291552 4.5335650837987478 78.464829789343639 leaf_count=11 214 390 1853 internal_value=0 -0.000275232 -1.99662e-06 internal_weight=0 5.33152 80.6042 internal_count=2468 401 2067 is_linear=0 shrinkage=0.000400217 Tree=6416 num_leaves=4 num_cat=0 split_feature=15 133 42 split_gain=2.35189 2.21525 2.15027 threshold=0.095330000000000012 -0.26719999999999994 0.12253000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050393482529587964 -0.00042330871355278522 1.2184328811237451e-05 0.00014737841429035027 leaf_weight=1.2436191038214008 3.8226711047173003 76.562446760137391 1.3812224451103245 leaf_count=120 274 2032 39 internal_value=0 3.2226e-06 -0.000271923 internal_weight=0 77.8061 5.20389 internal_count=2465 2152 313 is_linear=0 shrinkage=0.000400217 Tree=6417 num_leaves=4 num_cat=0 split_feature=12 480 12 split_gain=2.40105 2.20351 0.62744 threshold=0.11610500000000001 0.08598500000000002 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2734429830581835e-05 -0.00052720195596878193 -0.00036120215408727682 -0.00015983935570178232 leaf_weight=80.0671438171521 1.337024508720787 2.2291148466902078 1.8347277234461215 leaf_count=2169 51 166 68 internal_value=0 2.15878e-05 -0.000327394 internal_weight=0 82.2963 3.17175 internal_count=2454 2335 119 is_linear=0 shrinkage=0.000400217 Tree=6418 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.02266 2.78162 threshold=-0.5356749999999999 -0.50061499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018592444618270598 0.024783040389217238 0.0005379521651516665 leaf_weight=2.1144195508677504 1.907821049375342 82.652742639429562 leaf_count=24 25 2434 internal_value=0 0.00111701 internal_weight=0 84.5606 internal_count=2483 2459 is_linear=0 shrinkage=0.0204111 Tree=6419 num_leaves=4 num_cat=0 split_feature=1429 480 157 split_gain=1.95439 1.942 0.452369 threshold=-1.0000000180025095e-35 0.08598500000000002 -0.092234999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4093171633024779e-05 1.8084816152751391e-05 -0.00036756341068701646 -0.00058244176941184311 leaf_weight=0.4233684844639356 81.11698009597967 2.034863019045587 0.99937227023474295 leaf_count=36 2177 172 80 internal_value=0 8.16578e-06 -0.000447613 internal_weight=0 83.1518 1.42274 internal_count=2465 2349 116 is_linear=0 shrinkage=0.000400217 Tree=6420 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=1.94076 1.88652 threshold=0.15177500000000002 0.12566000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003146444454742676 -0.020617424721765479 0.01439672117446456 leaf_weight=80.057088518609817 1.6525574049774139 4.058133057478698 leaf_count=2322 59 64 internal_value=0 0.00101227 internal_weight=0 84.1152 internal_count=2445 2386 is_linear=0 shrinkage=0.0204111 Tree=6421 num_leaves=4 num_cat=0 split_feature=12 12 1 split_gain=2.59007 2.38495 2.2747 threshold=0.09864500000000001 0.097940000000000013 0.10384000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2034361666368122e-05 -0.0004366149503452381 0.00042532044152403806 -2.6263520220228151e-05 leaf_weight=71.322066478047418 3.7153875961739669 2.1972619763109824 5.0133775039575994 leaf_count=2052 276 22 104 internal_value=0 2.50142e-05 -0.000204247 internal_weight=0 73.5193 8.72877 internal_count=2454 2074 380 is_linear=0 shrinkage=0.000400217 Tree=6422 num_leaves=4 num_cat=0 split_feature=52 159 12 split_gain=2.71032 1.85109 0.64849 threshold=-0.40306999999999998 0.10506000000000001 -0.063054999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010968584715351554 0.0033127129575645348 -0.0097159867161794155 -0.020631736438447242 leaf_weight=0.23189724577241611 77.32075085391989 4.719190803152741 2.521773429332824 leaf_count=6 2025 202 260 internal_value=0 0.00255104 -0.017646 internal_weight=0 82.0399 2.75367 internal_count=2493 2227 266 is_linear=0 shrinkage=0.0204111 Tree=6423 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=2.69728 2.2906 threshold=0.51014500000000018 -0.060644999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0027524770481142866 0.0203097751400272 0.0044677394185612118 leaf_weight=55.828910462165368 2.5960663141595424 27.097775684771477 leaf_count=1923 113 417 internal_value=0 -0.000390299 internal_weight=0 82.9267 internal_count=2453 2340 is_linear=0 shrinkage=0.0204111 Tree=6424 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=2.28568 2.34379 threshold=-0.40446999999999994 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02216315509503828 -0.0028668163999046505 0.0040425499328952891 leaf_weight=1.7787739851810318 41.420378163977148 40.192058042986901 leaf_count=187 1568 726 internal_value=0 0.000536748 internal_weight=0 81.6124 internal_count=2481 2294 is_linear=0 shrinkage=0.0204111 Tree=6425 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=3.48121 2.65245 threshold=-0.43150999999999995 0.26577500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032145482355904115 -0.00076668752741707589 0.020110126199478696 leaf_weight=1.3229031899827521 74.628222583864044 2.5124940967652938 leaf_count=12 2343 103 internal_value=0 -5.85625e-05 internal_weight=0 77.1407 internal_count=2458 2446 is_linear=0 shrinkage=0.0204111 Tree=6426 num_leaves=4 num_cat=0 split_feature=14 3 49 split_gain=2.45114 2.45053 0.457921 threshold=0.076175000000000007 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0075672169791881991 -0.034191486192947283 -0.00074611508420137547 -0.0099297889173232731 leaf_weight=19.075133890088182 0.793031081018853 64.127321655920241 0.70325656380737089 leaf_count=213 19 2161 62 internal_value=0 0.00116742 -0.0242737 internal_weight=0 83.2025 1.49629 internal_count=2455 2374 81 is_linear=0 shrinkage=0.0204111 Tree=6427 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=3.13413 2.75557 threshold=0.17126500000000003 -0.41417999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00028104782177564832 0.00032639491250144683 9.9984237021316548e-06 leaf_weight=5.4882545057334928 4.5756466891616574 74.790770404724753 leaf_count=146 29 2331 internal_value=0 -1.02626e-05 internal_weight=0 80.279 internal_count=2506 2477 is_linear=0 shrinkage=0.000400217 Tree=6428 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=2.56152 6.25037 2.00869 threshold=0.094405000000000003 -0.12077499999999998 0.049545000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016019962813054855 0.00011401402599628936 -0.00016412564674944731 -9.8069361149285539e-05 leaf_weight=13.318724697455762 32.235196629582788 32.618277995434255 9.0904880438611126 leaf_count=135 518 1602 239 internal_value=0 -6.99317e-05 6.72227e-05 internal_weight=0 45.937 41.3257 internal_count=2494 1737 757 is_linear=0 shrinkage=0.000400217 Tree=6429 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.48761 2.72681 threshold=-0.5356749999999999 -0.48249499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021790436766779202 0.023981351455899538 0.0010173711966698334 leaf_weight=1.8231932700728055 2.1000661880243561 83.14762093974241 leaf_count=23 36 2389 internal_value=0 0.0016138 internal_weight=0 85.2477 internal_count=2448 2425 is_linear=0 shrinkage=0.0204111 Tree=6430 num_leaves=3 num_cat=0 split_feature=376 3 split_gain=2.16043 2.63376 threshold=0.088055000000000008 -0.097754999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011213806929690704 0.00035660619629836724 -3.724097034576636e-05 leaf_weight=27.633108243473544 2.8740528674243242 59.23301212408478 leaf_count=375 54 2018 internal_value=0 1.03614e-05 internal_weight=0 86.8661 internal_count=2447 2393 is_linear=0 shrinkage=0.000400217 Tree=6431 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=2.71261 4.19548 1.87139 threshold=0.11588000000000001 -0.12077499999999998 -0.046564999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013127423829210327 0.00032780626351263515 -9.0748107294604468e-05 4.3593227532740629e-05 leaf_weight=18.519184604170732 5.9221149434742975 50.732296831449275 9.7450446596558304 leaf_count=244 143 1895 182 internal_value=0 -3.1259e-05 0.000152588 internal_weight=0 69.2515 15.6672 internal_count=2464 2139 325 is_linear=0 shrinkage=0.000400217 Tree=6432 num_leaves=4 num_cat=0 split_feature=13 13 40 split_gain=2.27044 6.96209 2.74783 threshold=-0.084024999999999975 -0.084369999999999987 0.051255000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0464310183405725e-05 -6.0252970035182779e-05 0.00093975811966750817 0.00033829590015061888 leaf_weight=23.76066176708628 54.999777785476908 1.3883263035677362 2.8068761314498252 leaf_count=675 1703 18 33 internal_value=0 0.000103505 -4.02843e-05 internal_weight=0 25.149 57.8067 internal_count=2429 693 1736 is_linear=0 shrinkage=0.000400217 Tree=6433 num_leaves=4 num_cat=0 split_feature=12 1366 52 split_gain=2.56512 2.35131 1.46047 threshold=0.11486500000000001 -1.0000000180025095e-35 -0.22583999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040908865288818617 0.00011014352037871524 3.174916685301688e-05 -0.00050906189282497259 leaf_weight=1.8742734246479802 0.77991831395775113 80.047033662103786 2.2122974330377465 leaf_count=48 33 2248 99 internal_value=0 2.11187e-05 -0.000349515 internal_weight=0 81.9213 2.99222 internal_count=2428 2296 132 is_linear=0 shrinkage=0.000400217 Tree=6434 num_leaves=3 num_cat=0 split_feature=8 2 split_gain=2.60321 2.80217 threshold=1.0000000180025095e-35 0.08894500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0057780121396113519 0.017890055813868752 0.0021484338221688126 leaf_weight=28.833154659585489 3.1566457603476001 51.788434961819803 leaf_count=1223 50 1166 internal_value=0 -0.000690428 internal_weight=0 80.6216 internal_count=2439 2389 is_linear=0 shrinkage=0.0204111 Tree=6435 num_leaves=3 num_cat=0 split_feature=1365 0 split_gain=1.86933 2.02298 threshold=1.0000000180025095e-35 -0.23025999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0092856323168645366 -0.018118424832564935 -0.00014999227336152864 leaf_weight=10.752410982036961 2.058965901087503 73.539871681619843 leaf_count=77 55 2350 internal_value=0 0.00106435 internal_weight=0 84.2923 internal_count=2482 2427 is_linear=0 shrinkage=0.0204111 Tree=6436 num_leaves=4 num_cat=0 split_feature=42 43 2 split_gain=2.23322 2.48545 2.14767 threshold=-0.0044549999999999998 -0.21368999999999996 0.099185000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016105126389912874 0.014034539636271768 0.00018480047179711973 0.0044368066909950847 leaf_weight=6.2169817392150417 5.744539139152038 69.033763878207537 3.1278610365952773 leaf_count=516 66 1726 149 internal_value=0 0.00126814 -0.0092583 internal_weight=0 74.7783 9.34484 internal_count=2457 1792 665 is_linear=0 shrinkage=0.0204111 Tree=6437 num_leaves=3 num_cat=0 split_feature=16 45 split_gain=2.26366 1.92295 threshold=-0.55433999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00061928434641145952 0.00041458375882635228 1.3565954997512709e-05 leaf_weight=0.77653693585307237 1.8492207660747215 82.388701280671739 leaf_count=25 21 2434 internal_value=0 2.29079e-05 internal_weight=0 84.2379 internal_count=2480 2455 is_linear=0 shrinkage=0.000400217 Tree=6438 num_leaves=4 num_cat=0 split_feature=160 4 15 split_gain=2.10421 2.12128 0.131767 threshold=-0.25833999999999996 -0.49367499999999992 -0.10753999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010600442838527846 -0.00024429230488302883 4.1176054965518187e-05 -0.00043545375039775167 leaf_weight=0.31773494102526445 4.2915421405923544 78.648004704376945 1.5726942942437734 leaf_count=15 116 2141 181 internal_value=0 2.60956e-05 -0.000389105 internal_weight=0 82.9395 1.89043 internal_count=2453 2257 196 is_linear=0 shrinkage=0.000400217 Tree=6439 num_leaves=3 num_cat=0 split_feature=31 474 split_gain=1.87943 2.03854 threshold=-1.0000000180025095e-35 0.084660000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021456676671221322 -0.0016349892819659852 0.0084051726758064358 leaf_weight=1.5387643595968246 76.445085072402435 9.3552375901417673 leaf_count=71 2148 261 internal_value=0 -0.000530733 internal_weight=0 85.8003 internal_count=2480 2409 is_linear=0 shrinkage=0.0204111 Tree=6440 num_leaves=4 num_cat=0 split_feature=124 10 40 split_gain=3.11716 2.66586 1.00291 threshold=-0.043384999999999993 0.058500000000000003 -0.03549999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030667341006556861 -4.6077378717763597e-05 0.00039976031497816734 -4.2017613596959193e-05 leaf_weight=6.0077111017308198 76.95901125214732 2.0985110933543174 1.6532521673070721 leaf_count=160 2285 29 51 internal_value=0 -3.36944e-05 0.000231904 internal_weight=0 79.0575 7.66096 internal_count=2525 2314 211 is_linear=0 shrinkage=0.000400217 Tree=6441 num_leaves=4 num_cat=0 split_feature=42 39 483 split_gain=2.71668 5.4477 2.65502 threshold=0.091735000000000025 0.084155000000000021 0.080810000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025359308981296766 -0.017236533332469675 0.014636982088116512 -0.014309156196171345 leaf_weight=69.919194906151461 8.5209614830200717 2.9182621386717065 4.0170433596940702 leaf_count=1757 438 98 212 internal_value=0 -0.00904221 0.00160046 internal_weight=0 11.4392 73.9362 internal_count=2505 536 1969 is_linear=0 shrinkage=0.0204111 Tree=6442 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=2.17468 2.48879 threshold=0.09586500000000002 -0.10191999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.2655923368992405e-05 -0.00046882530098666894 -4.6077959052817583e-05 leaf_weight=37.909479809586628 1.3898240243142925 45.389970183032347 leaf_count=470 22 2013 internal_value=0 1.70993e-05 internal_weight=0 83.2994 internal_count=2505 2483 is_linear=0 shrinkage=0.000400217 Tree=6443 num_leaves=4 num_cat=0 split_feature=42 42 49 split_gain=2.11211 2.69191 2.30626 threshold=0.10270000000000001 0.09832500000000001 -0.081919999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069920061027154887 0.016686687189397743 0.02213066042237093 -0.018910963006777866 leaf_weight=75.008842450317388 0.84069428406655777 2.4122492163442066 3.9465161760490437 leaf_count=2156 8 53 249 internal_value=0 0.00139795 -0.0124211 internal_weight=0 77.4211 4.78721 internal_count=2466 2209 257 is_linear=0 shrinkage=0.0204111 Tree=6444 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.7956 1.91773 threshold=0.41022000000000008 0.3138450000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00082339107053477282 -0.017710579244089426 0.024205295288997904 leaf_weight=80.907799973474539 2.0236876052804282 1.3765779943205405 leaf_count=2392 21 5 internal_value=0 0.00124692 internal_weight=0 82.2844 internal_count=2418 2397 is_linear=0 shrinkage=0.0204111 Tree=6445 num_leaves=4 num_cat=0 split_feature=133 456 1 split_gain=2.29819 2.47788 1.83447 threshold=0.10637000000000002 0.087015000000000023 0.10124500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9683597692689252e-05 -0.00051581991642964662 -0.0002988475780782595 0.00018814241860646753 leaf_weight=81.065006983400963 2.1160014508459422 3.5062289030320235 0.74146832473343227 leaf_count=1971 307 140 37 internal_value=0 2.52719e-05 -0.000332946 internal_weight=0 84.5712 2.85747 internal_count=2455 2111 344 is_linear=0 shrinkage=0.000400217 Tree=6446 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=2.98565 5.07673 4.16079 threshold=-0.10674499999999999 -0.074434999999999987 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.006373613227495134 -0.013585592383351549 0.0010075999832330164 -0.017722238998314609 leaf_weight=32.694376385079522 14.509425026075403 30.920140527723561 3.1765626691649222 leaf_count=402 1275 722 31 internal_value=0 -0.00367516 0.00419129 internal_weight=0 45.4296 35.8709 internal_count=2430 1997 433 is_linear=0 shrinkage=0.0204111 Tree=6447 num_leaves=4 num_cat=0 split_feature=456 484 150 split_gain=2.30764 2.26872 1.99088 threshold=0.081240000000000021 -0.0068949999999999992 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012779913938779945 -0.025446370404625333 0.0011941007535472606 0.0057457070371408877 leaf_weight=5.048963910980091 2.5944552753499006 77.811329874049989 1.1924930015229618 leaf_count=320 119 2036 50 internal_value=0 0.000326519 -0.0157412 internal_weight=0 82.8603 3.78695 internal_count=2525 2356 169 is_linear=0 shrinkage=0.0204111 Tree=6448 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=2.31231 3.03309 2.13925 threshold=0.097995000000000013 -0.23058999999999999 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025461777939583374 3.7617298832282408e-05 -7.729387171354898e-05 0.00028572048150713028 leaf_weight=4.7604762809933154 27.714024168693868 46.585483226554061 6.8684652176452792 leaf_count=32 606 1686 123 internal_value=0 -4.6034e-05 8.76564e-05 internal_weight=0 51.346 34.5825 internal_count=2447 1718 729 is_linear=0 shrinkage=0.000400217 Tree=6449 num_leaves=4 num_cat=0 split_feature=376 1456 42 split_gain=2.34945 2.57082 0.894659 threshold=0.048375000000000008 1.0000000180025095e-35 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0596715173591833e-05 4.4301991815667276e-05 -0.00042977928099125742 0.00039797079108598577 leaf_weight=78.416738676132809 1.7292430652305482 1.9720330473173806 3.471374850589199 leaf_count=2138 13 220 115 internal_value=0 8.96604e-06 0.000283786 internal_weight=0 80.3888 5.20062 internal_count=2486 2358 128 is_linear=0 shrinkage=0.000400217 Tree=6450 num_leaves=4 num_cat=0 split_feature=4 3 52 split_gain=3.77736 2.49283 0.501422 threshold=-0.49367499999999992 -0.17340499999999995 0.09086000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010740112247878811 0.012782064431194916 -0.00092901131374882638 -0.027920359237149209 leaf_weight=1.3813856396009208 5.8871912624017559 69.693283057091321 2.0171062652952969 leaf_count=100 81 2240 21 internal_value=0 0.000156314 -0.0215024 internal_weight=0 75.5805 3.39849 internal_count=2442 2321 121 is_linear=0 shrinkage=0.0204111 Tree=6451 num_leaves=4 num_cat=0 split_feature=133 13 15 split_gain=1.88295 2.49952 1.00898 threshold=0.11253500000000001 -0.16901999999999998 -0.13783499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002257656338894037 0.00023233245426285763 2.0025313140140133e-07 -0.00045120162296618713 leaf_weight=8.6679245178165711 0.34527938761311849 75.824246097476134 1.8918512470299891 leaf_count=139 27 2029 287 internal_value=0 2.36088e-05 -0.000339659 internal_weight=0 84.4922 2.23713 internal_count=2482 2168 314 is_linear=0 shrinkage=0.000400217 Tree=6452 num_leaves=4 num_cat=0 split_feature=4 48 156 split_gain=2.22946 3.6078 2.85512 threshold=0.27626000000000001 0.12230500000000001 0.091255000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00062774972075690016 0.013508861780996438 -0.014367583128238394 -0.017654649163654508 leaf_weight=64.360471420004615 11.051822381137752 2.2434945646673432 3.6546829143317145 leaf_count=2011 247 20 194 internal_value=0 0.0087242 -0.000382026 internal_weight=0 13.2953 68.0152 internal_count=2472 267 2205 is_linear=0 shrinkage=0.0204111 Tree=6453 num_leaves=4 num_cat=0 split_feature=52 49 12 split_gain=2.3002 2.01375 0.59395 threshold=-0.40306999999999998 -0.24254499999999998 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00916577423123692 -0.020113536130317418 0.0016179708256829634 -0.020573862748595864 leaf_weight=0.25001922296360168 1.7049259170889843 80.37253658890404 2.4662323364245813 leaf_count=7 27 2165 254 internal_value=0 0.00113977 -0.017582 internal_weight=0 82.0775 2.71625 internal_count=2453 2192 261 is_linear=0 shrinkage=0.0204111 Tree=6454 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=1.9273 2.2422 threshold=-0.097454999999999986 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021020083680997753 -0.00050051121608358725 0.013244536315048801 leaf_weight=1.6768724400899362 75.429923072837482 5.1788476032088502 leaf_count=33 2309 97 internal_value=0 0.000399709 internal_weight=0 80.6088 internal_count=2439 2406 is_linear=0 shrinkage=0.0204111 Tree=6455 num_leaves=4 num_cat=0 split_feature=131 1374 15 split_gain=2.45312 2.39567 1.58356 threshold=0.092225000000000015 -0.094929999999999987 -0.23090999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01733042676638237 0.017764769633575303 0.0019657394127097767 -0.019919823763707649 leaf_weight=2.6676809084601691 0.44680933038034742 75.433721485158458 3.4070325369248158 leaf_count=35 28 2125 229 internal_value=0 0.00128278 -0.0151725 internal_weight=0 78.1014 3.85384 internal_count=2417 2160 257 is_linear=0 shrinkage=0.0204111 Tree=6456 num_leaves=3 num_cat=0 split_feature=457 159 split_gain=2.27547 2.22262 threshold=-0.23069499999999998 0.094480000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019172875243210871 0.00036748285292394239 -0.012530373350386989 leaf_weight=2.386545168090378 73.415303092231625 5.9104799835404256 leaf_count=25 2154 255 internal_value=0 -0.00060983 internal_weight=0 79.3258 internal_count=2434 2409 is_linear=0 shrinkage=0.0204111 Tree=6457 num_leaves=4 num_cat=0 split_feature=1446 403 1446 split_gain=1.9203 1.83053 0.208616 threshold=0.083530000000000007 0.08888500000000002 0.089505000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027313643997212531 -0.0042802752292467059 -0.0156032664857666 -0.022131807646222093 leaf_weight=82.515202354283247 0.41027449039393005 2.222465879211085 1.3767990772066694 leaf_count=2059 90 199 122 internal_value=0 0.00223054 -0.0185275 internal_weight=0 84.7377 1.78707 internal_count=2470 2258 212 is_linear=0 shrinkage=0.0204111 Tree=6458 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.34924 5.42469 3.65066 threshold=0.088975000000000012 -0.026489999999999996 -0.15020999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0833109286823925e-05 -0.00024890283523158209 -0.00025468425298042174 0.00010588288345025688 leaf_weight=18.971396480996191 5.0897333582979618 14.282143794576767 43.698351471102796 leaf_count=845 125 695 779 internal_value=0 -6.93596e-05 6.83853e-05 internal_weight=0 33.2535 48.7881 internal_count=2444 1540 904 is_linear=0 shrinkage=0.000400217 Tree=6459 num_leaves=3 num_cat=0 split_feature=39 13 split_gain=1.80207 3.41428 threshold=0.16946000000000003 0.22245000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.1968325699966599e-05 0.021721197480252225 -0.019575216461360168 leaf_weight=76.443840450840071 1.3698847485356953 3.8072536807740098 leaf_count=2369 17 94 internal_value=0 -0.000994643 internal_weight=0 80.2511 internal_count=2480 2463 is_linear=0 shrinkage=0.0204111 Tree=6460 num_leaves=3 num_cat=0 split_feature=14 15 split_gain=2.13877 3.06895 threshold=-0.46885499999999997 -0.25061999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023109326058473868 0.015298853724947223 -0.00011861472882040905 leaf_weight=1.4537090296216764 5.6774853643000815 75.834895440842956 leaf_count=31 164 2290 internal_value=0 0.000974753 internal_weight=0 81.5124 internal_count=2485 2454 is_linear=0 shrinkage=0.0204111 Tree=6461 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=2.02542 2.44208 threshold=-0.27336999999999995 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036271521792718319 -3.0722203020948391e-06 0.00024787634829106755 leaf_weight=2.1963615426629977 76.299212526533665 6.6495439230529874 leaf_count=55 2250 146 internal_value=0 1.7352e-05 internal_weight=0 82.9488 internal_count=2451 2396 is_linear=0 shrinkage=0.000400217 Tree=6462 num_leaves=3 num_cat=0 split_feature=45 39 split_gain=2.42868 1.94843 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041503816192986275 -4.8436522166439497e-05 0.00042257709607262006 leaf_weight=1.8130168957577542 77.80546266858255 1.321462073479778 leaf_count=19 2421 22 internal_value=0 -3.99843e-05 internal_weight=0 79.1269 internal_count=2462 2443 is_linear=0 shrinkage=0.000400217 Tree=6463 num_leaves=4 num_cat=0 split_feature=12 156 16 split_gain=2.06623 2.05161 0.959167 threshold=0.11610500000000001 0.091255000000000017 0.032270000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020077567386701423 -0.023498517542971744 -0.010834968338343909 0.0010606863104238606 leaf_weight=74.138104335632306 2.0241319521883265 5.4599950905649157 0.94681784815475101 leaf_count=2126 83 215 39 internal_value=0 0.00111283 -0.0159174 internal_weight=0 79.5981 2.97095 internal_count=2463 2341 122 is_linear=0 shrinkage=0.0204111 Tree=6464 num_leaves=4 num_cat=0 split_feature=0 4 4 split_gain=2.15811 3.95318 1.98172 threshold=-0.0029549999999999997 -0.17966999999999997 -0.23071499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049991959101664538 6.3744492361069455e-05 1.0808023877202936e-05 0.00036018753808336556 leaf_weight=2.4091668980545355 12.810835636075355 65.272078144274928 4.955018023174488 leaf_count=35 165 2141 94 internal_value=0 -8.16737e-06 0.000148163 internal_weight=0 67.6812 17.7659 internal_count=2435 2176 259 is_linear=0 shrinkage=0.000400217 Tree=6465 num_leaves=3 num_cat=0 split_feature=1444 45 split_gain=2.39832 2.25516 threshold=-0.084274999999999989 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022789998188992723 0.021147909353193148 -0.0026584378540581294 leaf_weight=1.5251381687703531 1.5819669850170601 79.621412322361721 leaf_count=28 9 2486 internal_value=0 -0.00216617 internal_weight=0 81.2034 internal_count=2523 2495 is_linear=0 shrinkage=0.0204111 Tree=6466 num_leaves=4 num_cat=0 split_feature=43 157 133 split_gain=2.65083 4.24422 2.68206 threshold=-0.074459999999999985 -0.076494999999999994 0.095160000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1482418183621754e-05 0.00018400026755106222 -0.00014146057986632148 -0.00037820690389311798 leaf_weight=29.715725700887564 7.3707367639635768 45.470635021280032 2.0712433119188054 leaf_count=844 121 1365 131 internal_value=0 -9.57696e-05 5.03066e-05 internal_weight=0 52.8414 31.787 internal_count=2461 1486 975 is_linear=0 shrinkage=0.000400217 Tree=6467 num_leaves=3 num_cat=0 split_feature=151 128 split_gain=2.11393 2.22008 threshold=-0.28286499999999998 0.085185000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018906855659686035 0.0019562449107809552 -0.018685559365725295 leaf_weight=2.0848571799015181 78.39470302688278 2.1210291074094121 leaf_count=58 2244 168 internal_value=0 0.00138728 internal_weight=0 80.5157 internal_count=2470 2412 is_linear=0 shrinkage=0.0204111 Tree=6468 num_leaves=4 num_cat=0 split_feature=3 13 11 split_gain=2.89462 4.07272 2.86602 threshold=-0.097754999999999995 -0.15145999999999996 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017356432007754714 0.00018504745018363324 -0.00010819023094621704 -0.00013286796522321697 leaf_weight=19.88854781269038 8.9169194337955542 47.568211153040465 6.3787717267023245 leaf_count=235 135 1899 134 internal_value=0 -6.16243e-05 9.8902e-05 internal_weight=0 56.4851 26.2673 internal_count=2403 2034 369 is_linear=0 shrinkage=0.000400217 Tree=6469 num_leaves=3 num_cat=0 split_feature=1365 1213 split_gain=1.95439 1.95676 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014289878020487879 -0.017974064602713283 0.0015204367572259822 leaf_weight=3.2846739146807513 2.2383860608679234 81.949771638121092 leaf_count=380 52 2076 internal_value=0 0.000893208 internal_weight=0 85.2344 internal_count=2508 2456 is_linear=0 shrinkage=0.0204111 Tree=6470 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.87814 5.59668 3.98453 threshold=-0.10674499999999999 -0.074494999999999992 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012049842958222411 -0.00023805375456935197 5.1913059801061139e-05 -0.00033656505863847362 leaf_weight=33.439165211748332 15.537790948250402 33.359915002980415 3.2531543368640987 leaf_count=416 1304 743 31 internal_value=0 -4.05605e-05 7.90744e-05 internal_weight=0 48.8977 36.6923 internal_count=2494 2047 447 is_linear=0 shrinkage=0.000400217 Tree=6471 num_leaves=4 num_cat=0 split_feature=160 41 15 split_gain=1.97884 2.07446 0.119427 threshold=-0.25833999999999996 0.075585000000000013 -0.10753999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011497786391750457 3.4974291690821102e-05 -0.00020552703646192132 -0.00042718686684067495 leaf_weight=0.33674584276741359 77.499696071103244 6.0925380158005273 1.5895552452202526 leaf_count=16 2147 114 194 internal_value=0 1.71941e-05 -0.000381922 internal_weight=0 83.5922 1.9263 internal_count=2471 2261 210 is_linear=0 shrinkage=0.000400217 Tree=6472 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=2.36832 2.58109 threshold=0.076175000000000007 -0.064549999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027100368644013181 -0.00043687967675930391 -2.0861690583442852e-06 leaf_weight=5.8513625346240579 1.7691994711949508 78.719214252283564 leaf_count=113 74 2297 internal_value=0 1.7142e-05 internal_weight=0 84.5706 internal_count=2484 2410 is_linear=0 shrinkage=0.000400217 Tree=6473 num_leaves=4 num_cat=0 split_feature=1 160 2 split_gain=2.6748 3.05435 2.02596 threshold=0.099515000000000006 0.08443500000000001 0.14062000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1131665321254166e-05 0.0030434479765613608 -0.012501962705698042 0.018181075886137599 leaf_weight=39.553650215542802 29.970400696212891 10.014029264508279 4.1006693821473155 leaf_count=1563 523 227 112 internal_value=0 -0.00249941 0.00491894 internal_weight=0 49.5677 34.0711 internal_count=2425 1790 635 is_linear=0 shrinkage=0.0204111 Tree=6474 num_leaves=4 num_cat=0 split_feature=402 52 12 split_gain=2.41446 2.05412 0.143315 threshold=-1.0000000180025095e-35 -0.049149999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0520483126903864e-05 8.2544511930062131e-05 -4.841736536471487e-05 -0.00042953898649118185 leaf_weight=0.11938483314588699 29.388559180217271 54.741571655600637 2.1969432965270235 leaf_count=6 715 1435 291 internal_value=0 -2.62051e-06 -0.000407419 internal_weight=0 84.1301 2.31633 internal_count=2447 2150 297 is_linear=0 shrinkage=0.000400217 Tree=6475 num_leaves=4 num_cat=0 split_feature=484 160 13 split_gain=2.77168 2.77133 1.09442 threshold=-0.082244999999999985 -0.10091999999999998 -0.16152999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028922921436510922 -0.00024493773267718669 4.8045415934077136e-05 -0.00047166179510061291 leaf_weight=0.26996650826185975 5.4369523932782604 76.088716819493129 2.3215702581728683 leaf_count=5 309 1900 222 internal_value=0 2.81972e-05 -0.000383702 internal_weight=0 81.5257 2.59154 internal_count=2436 2209 227 is_linear=0 shrinkage=0.000400217 Tree=6476 num_leaves=4 num_cat=0 split_feature=52 376 15 split_gain=2.87864 2.09008 0.457118 threshold=-0.29521499999999995 0.088470000000000007 -0.092364999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0130842158532584e-05 -1.5737792564356052e-05 0.00031384538894201449 -0.00042438946907188101 leaf_weight=0.36021503712254377 78.410094102791845 3.0958940754499045 2.9999217848817343 leaf_count=15 2184 48 254 internal_value=0 -2.80565e-06 -0.000374903 internal_weight=0 81.506 3.36014 internal_count=2501 2232 269 is_linear=0 shrinkage=0.000400217 Tree=6477 num_leaves=3 num_cat=0 split_feature=1444 2 split_gain=2.13131 2.47173 threshold=-0.084274999999999989 0.097940000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045500068510457426 -7.12154535697341e-05 6.7251066897021977e-05 leaf_weight=1.4839275361155149 48.055115731591286 36.034855792819144 leaf_count=24 1701 763 internal_value=0 -1.18682e-05 internal_weight=0 84.09 internal_count=2488 2464 is_linear=0 shrinkage=0.000400217 Tree=6478 num_leaves=4 num_cat=0 split_feature=2 1429 43 split_gain=3.27563 3.13973 2.52955 threshold=0.097995000000000013 0.084545000000000009 0.092085000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0064046593246879936 0.0017520100557312428 0.0095139094800372227 0.017016485282903632 leaf_weight=38.396543405795455 30.811472058052459 5.859847128900582 5.1962406355905832 leaf_count=1585 650 108 101 internal_value=0 -0.00427824 0.00400073 internal_weight=0 44.2564 36.0077 internal_count=2444 1693 751 is_linear=0 shrinkage=0.0204111 Tree=6479 num_leaves=4 num_cat=0 split_feature=484 133 123 split_gain=2.37544 2.10706 1.9356 threshold=-1.0000000180025095e-35 0.10637000000000002 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017541045437120085 0.0011366720691325469 -0.016370799220247801 0.018285130796192952 leaf_weight=4.9304982833127715 74.262745029640428 2.8667472309098221 0.62532360199838866 leaf_count=396 1781 292 9 internal_value=0 0.000463167 -0.0132271 internal_weight=0 77.1295 5.55582 internal_count=2478 2073 405 is_linear=0 shrinkage=0.0204111 Tree=6480 num_leaves=4 num_cat=0 split_feature=13 43 13 split_gain=2.32036 2.11145 1.97687 threshold=0.10979500000000002 -0.18545499999999995 0.17888000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018861657376735463 0.018318307139615818 -0.0011805560576162309 0.0022032811946279987 leaf_weight=2.1480451617389908 5.2330801303032768 70.555591136779185 7.8865342312128632 leaf_count=26 47 2271 141 internal_value=0 -0.000560312 0.00873177 internal_weight=0 72.7036 13.1196 internal_count=2485 2297 188 is_linear=0 shrinkage=0.0204111 Tree=6481 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=3.54166 7.1307 2.36591 threshold=-0.12077499999999998 -0.077774999999999983 0.088215000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010771115039365791 -0.016621207308999655 0.00064406259804993796 -0.0065090200422582012 leaf_weight=15.288499635469636 12.428277952320057 48.509869910356429 4.1198893482414851 leaf_count=184 1191 1019 80 internal_value=0 -0.0029012 0.0070867 internal_weight=0 60.9381 19.4084 internal_count=2474 2210 264 is_linear=0 shrinkage=0.0204111 Tree=6482 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=1.99112 2.41265 threshold=-0.52412999999999987 0.089790000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016970513006865005 -0.0052992662994139914 0.0018208287963022856 leaf_weight=2.5366952549666157 32.777838473826705 49.822565614413179 leaf_count=23 1557 904 internal_value=0 -0.00100795 internal_weight=0 82.6004 internal_count=2484 2461 is_linear=0 shrinkage=0.0204111 Tree=6483 num_leaves=4 num_cat=0 split_feature=51 48 160 split_gain=2.28329 2.48823 1.97277 threshold=0.081440000000000026 0.12933000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037626382146324557 -0.0065843938521073621 -0.023280404454324246 0.010377560030533325 leaf_weight=60.536835036931734 3.4647873491885575 1.9309119533227193 14.571157575395771 leaf_count=2069 123 31 233 internal_value=0 -0.00112463 0.00709857 internal_weight=0 62.4677 18.0359 internal_count=2456 2100 356 is_linear=0 shrinkage=0.0204111 Tree=6484 num_leaves=4 num_cat=0 split_feature=13 1 49 split_gain=2.41044 2.03195 1.99912 threshold=0.078685000000000019 0.10044000000000002 -0.077234999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0047926330945501933 0.023923960110929607 0.0023093677937984906 0.0037256716615126939 leaf_weight=42.012410512808856 2.3347091428004196 27.811224785873492 12.719584383201434 leaf_count=1711 21 500 246 internal_value=0 -0.00196469 0.00701164 internal_weight=0 69.8236 15.0543 internal_count=2478 2211 267 is_linear=0 shrinkage=0.0204111 Tree=6485 num_leaves=3 num_cat=0 split_feature=9 3 split_gain=2.11301 2.05994 threshold=-1.0000000180025095e-35 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035655830186910278 5.9154515941784613e-05 -7.5309195204457829e-05 leaf_weight=2.269637149256595 28.688272036524722 49.730464731850589 leaf_count=81 892 1478 internal_value=0 -2.61035e-05 internal_weight=0 78.4187 internal_count=2451 2370 is_linear=0 shrinkage=0.000400217 Tree=6486 num_leaves=4 num_cat=0 split_feature=13 43 4 split_gain=2.84396 2.45558 0.849475 threshold=-0.23438999999999996 -0.063379999999999978 -0.064209999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0051513934356739611 0.0043605705660763432 -0.0031788090583702816 0.019232668500727104 leaf_weight=3.3024935582652688 30.312402205579929 43.951856228346514 4.0728642522735745 leaf_count=28 1090 1232 102 internal_value=0 -9.95327e-05 0.0130988 internal_weight=0 74.2643 7.37536 internal_count=2452 2322 130 is_linear=0 shrinkage=0.0204111 Tree=6487 num_leaves=4 num_cat=0 split_feature=13 132 11 split_gain=2.60081 2.16005 2.07981 threshold=-0.10939499999999998 0.080640000000000017 0.078340000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021664246069367772 -5.2254491986432847e-05 0.00018556996244986274 -0.00016133136629887986 leaf_weight=13.080727793414551 62.272025172342182 6.6721484981680979 2.7464795373962252 leaf_count=190 2005 220 47 internal_value=0 -2.89752e-05 0.00015038 internal_weight=0 68.9442 15.8272 internal_count=2462 2225 237 is_linear=0 shrinkage=0.000400217 Tree=6488 num_leaves=4 num_cat=0 split_feature=160 38 0 split_gain=2.84593 2.73285 0.143736 threshold=0.14906500000000003 0.10386000000000002 -0.14042499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7820592084733165e-05 -0.0006552928848307431 -0.00047710715378492197 -0.00033815141106028452 leaf_weight=85.059711923902796 0.58503510104492296 1.6404177039439662 1.2586290517283476 leaf_count=2356 6 25 96 internal_value=0 1.7664e-05 -0.000470544 internal_weight=0 86.7001 1.84366 internal_count=2483 2381 102 is_linear=0 shrinkage=0.000400217 Tree=6489 num_leaves=3 num_cat=0 split_feature=33 42 split_gain=2.13224 1.86408 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019494418813765887 -0.0063395310143115682 0.0025356990479094201 leaf_weight=1.9816175689920772 11.263727351300984 73.986001944660529 leaf_count=31 691 1777 internal_value=0 0.00135627 internal_weight=0 85.2497 internal_count=2499 2468 is_linear=0 shrinkage=0.0204111 Tree=6490 num_leaves=4 num_cat=0 split_feature=15 1 15 split_gain=3.68469 2.76469 2.76341 threshold=0.084050000000000014 0.13052500000000003 0.07980000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8585398304536504e-06 -0.00039935129604142417 0.00036615620938759431 0.00047943526462154132 leaf_weight=72.680445204769057 5.5696257741656146 0.78226448467466969 1.8819640983710986 leaf_count=1584 798 14 60 internal_value=0 -0.000300366 1.46134e-05 internal_weight=0 6.35189 74.5624 internal_count=2456 812 1644 is_linear=0 shrinkage=0.000400217 Tree=6491 num_leaves=4 num_cat=0 split_feature=484 150 13 split_gain=2.11816 3.66778 2.25105 threshold=-0.0068949999999999992 0.094605000000000009 -0.084024999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038933617181829191 0.00013233582096989412 0.00030178140807091364 -1.7759640734672012e-05 leaf_weight=4.6863648374237519 22.453759193082078 1.5611404050141571 54.971224793107467 leaf_count=379 582 14 1521 internal_value=0 -0.000214365 2.58973e-05 internal_weight=0 6.24751 77.425 internal_count=2496 393 2103 is_linear=0 shrinkage=0.000400217 Tree=6492 num_leaves=4 num_cat=0 split_feature=131 484 12 split_gain=1.98998 2.26961 2.17162 threshold=0.092225000000000015 -0.0068949999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021717810509451775 0.00017499899875099084 4.4664782257151021e-05 -0.00041820599186079689 leaf_weight=5.5803108748950754 1.3377331384690476 77.526624869504303 3.1832305520001674 leaf_count=369 42 1853 227 internal_value=0 2.68145e-05 -0.000242692 internal_weight=0 83.1069 4.52096 internal_count=2491 2222 269 is_linear=0 shrinkage=0.000400217 Tree=6493 num_leaves=4 num_cat=0 split_feature=1 47 42 split_gain=2.18805 4.06801 4.033 threshold=0.077765000000000015 0.086380000000000012 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012296457727710328 0.0033277934777625668 -0.0091279369397417338 -0.019095834830163198 leaf_weight=16.176878616899561 44.258444636492641 14.379776239860801 7.7028986102741319 leaf_count=565 931 241 725 internal_value=0 0.000261716 -0.00705496 internal_weight=0 58.6382 23.8798 internal_count=2462 1172 1290 is_linear=0 shrinkage=0.0204111 Tree=6494 num_leaves=4 num_cat=0 split_feature=160 33 15 split_gain=2.06991 1.83878 0.1517 threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037052685239121674 -0.019038392512188109 0.0019439558924602008 -0.022089445950656948 leaf_weight=0.26741297511034634 1.6669623733032484 80.639059118624573 1.5711114038804215 leaf_count=14 26 2264 175 internal_value=0 0.00149371 -0.0197817 internal_weight=0 82.306 1.83852 internal_count=2479 2290 189 is_linear=0 shrinkage=0.0204111 Tree=6495 num_leaves=4 num_cat=0 split_feature=41 2 1 split_gain=1.74439 1.78207 0.767457 threshold=0.083035000000000012 -0.58149499999999998 0.10808500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00092369784549623034 -0.00044403788152476209 2.9381611326586814e-05 -8.1242744651637531e-05 leaf_weight=0.20357035845518012 1.6564557610545301 81.245562360434633 2.1123703587800264 leaf_count=2 51 2364 32 internal_value=0 2.57347e-05 -0.000248907 internal_weight=0 81.4491 3.76883 internal_count=2449 2366 83 is_linear=0 shrinkage=0.000400217 Tree=6496 num_leaves=3 num_cat=0 split_feature=2 9 split_gain=2.19529 2.01363 threshold=-0.13033999999999998 -0.036024999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015945880014502832 0.021382702820775874 -0.00058914439682846104 leaf_weight=3.5976417241909067 1.6644912009651296 79.579702891884153 leaf_count=70 75 2366 internal_value=0 -0.000110187 internal_weight=0 81.2442 internal_count=2511 2441 is_linear=0 shrinkage=0.0204111 Tree=6497 num_leaves=4 num_cat=0 split_feature=3 11 43 split_gain=2.60649 2.45342 2.35651 threshold=-0.097754999999999995 0.080455000000000013 0.06728000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.008930847968879347 -0.0039927258938328922 -0.0056328838130064946 0.009488493786032828 leaf_weight=18.731203193463447 52.876398642029017 6.3888292748397353 5.9083442243554591 leaf_count=228 1865 142 236 internal_value=0 0.00521826 -0.00262229 internal_weight=0 25.12 58.7847 internal_count=2471 370 2101 is_linear=0 shrinkage=0.0204111 Tree=6498 num_leaves=3 num_cat=0 split_feature=1456 151 split_gain=2.61986 1.85648 threshold=-1.0000000180025095e-35 -0.52082499999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020730953947826439 -0.021691108141415439 0.0016482222787512744 leaf_weight=2.2146858200794659 1.3338523629190593 79.95116806626902 leaf_count=231 38 2191 internal_value=0 0.00123592 internal_weight=0 81.285 internal_count=2460 2229 is_linear=0 shrinkage=0.0204111 Tree=6499 num_leaves=3 num_cat=0 split_feature=1373 1373 split_gain=2.23409 2.41806 threshold=0.099250000000000019 0.089075000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.2244650309523213e-05 -0.00049628694037350679 0.00045438665219757224 leaf_weight=79.607157702424956 1.378556630166712 1.70736102038063 leaf_count=2414 20 19 internal_value=0 -1.83545e-06 internal_weight=0 81.3145 internal_count=2453 2433 is_linear=0 shrinkage=0.000400217 Tree=6500 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=2.54123 2.61733 threshold=0.2506000000000001 -0.24526499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014411672803884036 -0.023289783850245001 0.001273714428547559 leaf_weight=4.6014012560226538 1.8311698841862369 74.146947144008664 leaf_count=297 16 2170 internal_value=0 0.00033803 internal_weight=0 78.7483 internal_count=2483 2467 is_linear=0 shrinkage=0.0204111 Tree=6501 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=1.76855 1.79149 threshold=-1.0000000180025095e-35 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041918913248792611 -0.00099661369185801503 -1.74086063723092e-05 leaf_weight=1.3764827071136085 0.18844959139823814 81.753423372787438 leaf_count=70 1 2363 internal_value=0 -2.10174e-05 internal_weight=0 81.9419 internal_count=2434 2364 is_linear=0 shrinkage=0.000400217 Tree=6502 num_leaves=4 num_cat=0 split_feature=0 3 15 split_gain=2.42323 4.69804 4.05017 threshold=-0.061889999999999994 0.090810000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.007153878458799127 0.014660086023203157 0.0053332655521834841 -0.0018036137875360339 leaf_weight=36.179580699841608 10.189906566549327 19.090922839663108 15.677678341075078 leaf_count=1846 210 208 243 internal_value=0 -0.00283865 0.00471709 internal_weight=0 55.2705 25.8676 internal_count=2507 2054 453 is_linear=0 shrinkage=0.0204111 Tree=6503 num_leaves=4 num_cat=0 split_feature=12 13 12 split_gain=3.28955 3.11327 1.30147 threshold=0.11610500000000001 0.11184000000000001 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5210267941457629e-06 -0.00079369624844400515 0.00022636688799412415 -0.00019295220819446737 leaf_weight=73.576228926925978 0.87366077344631721 10.93109278497286 1.6468573223100973 leaf_count=2281 45 133 70 internal_value=0 2.8217e-05 -0.000426084 internal_weight=0 84.5073 2.52052 internal_count=2529 2414 115 is_linear=0 shrinkage=0.000400217 Tree=6504 num_leaves=4 num_cat=0 split_feature=133 1 3 split_gain=2.16373 2.28019 2.16985 threshold=0.10637000000000002 0.109225 -0.52412999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02050528378315522 -0.025888030028807154 0.01388680189072258 0.00042489317628875998 leaf_weight=2.1977591528557232 2.3056676087726369 0.719263339327881 76.575029983832792 leaf_count=20 318 34 2123 internal_value=0 -0.0162723 0.00101345 internal_weight=0 3.02493 78.7728 internal_count=2495 352 2143 is_linear=0 shrinkage=0.0204111 Tree=6505 num_leaves=4 num_cat=0 split_feature=1 52 456 split_gain=3.43921 3.65604 2.53591 threshold=0.099515000000000006 0.11379500000000002 0.088355000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.005264280042829e-05 0.00013972397880923754 -0.00041143473442255225 -0.0002842172991816859 leaf_weight=45.108384939818279 32.621025021624519 4.0665244774590965 2.3244665759848422 leaf_count=1548 600 287 43 internal_value=0 -5.32792e-05 0.000110707 internal_weight=0 49.1749 34.9455 internal_count=2478 1835 643 is_linear=0 shrinkage=0.000400217 Tree=6506 num_leaves=4 num_cat=0 split_feature=3 47 403 split_gain=2.25357 4.33417 3.00611 threshold=-0.10072999999999999 0.085270000000000026 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5543010051984962e-05 -0.00038824867902186662 0.00044227785572794313 5.8776375923957601e-07 leaf_weight=20.022694400204276 3.2650966285946188 5.2050481725018463 55.892263601328523 leaf_count=325 525 32 1600 internal_value=0 0.000121045 -2.15664e-05 internal_weight=0 25.2277 59.1574 internal_count=2482 357 2125 is_linear=0 shrinkage=0.000400217 Tree=6507 num_leaves=4 num_cat=0 split_feature=457 43 1374 split_gain=2.05221 2.55666 2.46194 threshold=0.080930000000000016 -0.069909999999999986 -0.064634999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027199503119994858 -0.01182547545472395 -0.0054380270308861866 0.010437973179226408 leaf_weight=25.548288800267983 2.444828937528654 42.48668725778407 10.992261310748288 leaf_count=945 29 1323 174 internal_value=0 -0.00237513 0.00632297 internal_weight=0 68.035 13.4371 internal_count=2471 2268 203 is_linear=0 shrinkage=0.0204111 Tree=6508 num_leaves=3 num_cat=0 split_feature=31 16 split_gain=1.8967 1.82499 threshold=-1.0000000180025095e-35 -0.55433999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042013286991891298 -0.00055459841972598119 2.1050468509291093e-06 leaf_weight=1.6098530590606959 0.84199427784187619 83.567813686586305 leaf_count=67 21 2361 internal_value=0 -4.17544e-06 internal_weight=0 84.4098 internal_count=2449 2382 is_linear=0 shrinkage=0.000400217 Tree=6509 num_leaves=4 num_cat=0 split_feature=484 148 150 split_gain=2.66565 2.82915 2.30063 threshold=-0.0068949999999999992 -0.084449999999999983 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01961695683258485 -0.021934585313398248 0.0020570009035365379 0.017286190185844749 leaf_weight=4.2386921750367028 1.9925978254759673 76.232210839276377 0.74960538814775635 leaf_count=378 41 2038 10 internal_value=0 0.00141539 -0.0138137 internal_weight=0 78.2248 4.9883 internal_count=2467 2079 388 is_linear=0 shrinkage=0.0204111 Tree=6510 num_leaves=4 num_cat=0 split_feature=43 16 150 split_gain=2.21929 5.50421 2.59573 threshold=-0.069909999999999986 0.22564000000000003 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0063375364445693643 -6.5737915072543982e-05 -0.023323538270646153 -0.015478621856169803 leaf_weight=29.245725249165847 45.340634299520389 4.5646091958042225 2.3567595609929404 leaf_count=959 1220 187 95 internal_value=0 -0.00224047 0.00466169 internal_weight=0 49.9052 31.6025 internal_count=2461 1407 1054 is_linear=0 shrinkage=0.0204111 Tree=6511 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=3.06183 4.27079 threshold=0.12879500000000002 -0.10566999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0063361801469974596 -0.016249259474100074 -0.0031533333757415311 leaf_weight=36.242288227236713 4.3212950513861861 43.178650694218959 leaf_count=436 69 1979 internal_value=0 0.00117986 internal_weight=0 79.4209 internal_count=2484 2415 is_linear=0 shrinkage=0.0204111 Tree=6512 num_leaves=3 num_cat=0 split_feature=16 16 split_gain=2.13965 1.9261 threshold=-0.55433999999999994 -0.54225499999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00069467704100411166 0.00030271789487058148 -1.1217803931231359e-06 leaf_weight=0.58076648757560079 3.3761153535451731 79.670185123022748 leaf_count=22 47 2425 internal_value=0 1.16213e-05 internal_weight=0 83.0463 internal_count=2494 2472 is_linear=0 shrinkage=0.000400217 Tree=6513 num_leaves=4 num_cat=0 split_feature=12 52 49 split_gain=2.23183 2.38722 1.47478 threshold=0.10866500000000003 0.18635500000000002 -0.077234999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016863075071677659 0.0092791185489407655 -0.012821276822600005 -0.020310816906866855 leaf_weight=71.066596360964468 0.8099452836322597 4.949721910772495 3.343399615803718 leaf_count=2040 14 252 179 internal_value=0 0.000724194 -0.0144484 internal_weight=0 76.0163 4.15334 internal_count=2485 2292 193 is_linear=0 shrinkage=0.0204111 Tree=6514 num_leaves=4 num_cat=0 split_feature=2 160 11 split_gain=2.30905 2.35042 2.29545 threshold=0.097940000000000013 -0.091944999999999985 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034774339627531803 0.00011033144894657674 -2.5267366362699557e-05 -0.00028845848819622461 leaf_weight=3.8219415990970438 33.058932927910064 45.740733220531183 2.3787032154286853 leaf_count=269 676 1421 64 internal_value=0 -5.08623e-05 8.2739e-05 internal_weight=0 49.5627 35.4376 internal_count=2430 1690 740 is_linear=0 shrinkage=0.000400217 Tree=6515 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=1.90645 5.59475 3.4299 threshold=0.099515000000000006 0.0060650000000000009 0.10255000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0073634224479972189 0.0091049718929451465 0.0070607166202418976 -0.0039463714107711113 leaf_weight=31.83157471623781 21.01270551426569 17.149081417759589 13.83035782027582 leaf_count=1424 447 403 197 internal_value=0 -0.00230866 0.00392842 internal_weight=0 48.9807 34.8431 internal_count=2471 1827 644 is_linear=0 shrinkage=0.0204111 Tree=6516 num_leaves=4 num_cat=0 split_feature=159 14 2 split_gain=2.20719 2.15725 2.10902 threshold=0.10506000000000001 0.076175000000000007 0.11431500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0033328548711678658 -0.021290566521679676 -0.017961180216008225 0.010607202782997208 leaf_weight=77.590741395939403 2.9436718059223486 1.9239971476617928 1.1241932672710389 leaf_count=2178 140 69 68 internal_value=0 0.00279308 -0.0124273 internal_weight=0 79.5147 4.06787 internal_count=2455 2247 208 is_linear=0 shrinkage=0.0204111 Tree=6517 num_leaves=4 num_cat=0 split_feature=403 2 13 split_gain=1.94361 1.82505 0.152408 threshold=0.090880000000000016 -0.58149499999999998 -0.11169999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.047494553149579878 -0.0026716654374020769 0.001609143921796336 -0.020457975812674705 leaf_weight=0.20471419580280681 0.26615455481805872 79.873389593003594 1.7450844821833005 leaf_count=3 25 2265 172 internal_value=0 0.00141747 -0.0183693 internal_weight=0 80.0781 2.01124 internal_count=2465 2268 197 is_linear=0 shrinkage=0.0204111 Tree=6518 num_leaves=4 num_cat=0 split_feature=13 13 3 split_gain=2.11456 7.9582 3.53179 threshold=-0.084024999999999975 -0.08428999999999999 0.12991000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025885290529094221 -0.00064797398510959387 0.052850712640885665 -0.02595044661292727 leaf_weight=23.18967909592175 53.681856362079998 1.2802250657405227 2.2894473150372496 leaf_count=714 1684 16 26 internal_value=0 0.00544692 -0.00173269 internal_weight=0 24.4699 55.9713 internal_count=2440 730 1710 is_linear=0 shrinkage=0.0204111 Tree=6519 num_leaves=4 num_cat=0 split_feature=2 13 2 split_gain=2.43322 3.68871 2.77434 threshold=0.097940000000000013 -0.062574999999999978 0.10061500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027309652659973454 0.00036078699714633608 -2.7693931096025798e-05 -2.9645895926896156e-06 leaf_weight=14.137135739554649 3.650746723455085 31.594099253870809 31.244682985230611 leaf_count=898 61 826 701 internal_value=0 -0.000104038 3.61232e-05 internal_weight=0 45.7312 34.8954 internal_count=2486 1724 762 is_linear=0 shrinkage=0.000400217 Tree=6520 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.79544 2.96276 threshold=-0.15747999999999998 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034021558546863255 -0.00026754745391607409 2.9500683610088013e-05 leaf_weight=2.5921379819919812 5.6695702347278703 76.996829939816962 leaf_count=28 173 2270 internal_value=0 8.79368e-06 internal_weight=0 82.6664 internal_count=2471 2443 is_linear=0 shrinkage=0.000400217 Tree=6521 num_leaves=4 num_cat=0 split_feature=474 42 157 split_gain=1.99393 1.92195 0.284454 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0056149999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.039105720949530035 -0.0068833464886493946 0.0021869019700615998 -0.014179759699047048 leaf_weight=0.37206808531482238 11.110325218893193 73.292259829311661 0.6830401459155826 leaf_count=26 702 1691 71 internal_value=0 0.000985403 -0.025878 internal_weight=0 84.4026 1.05511 internal_count=2490 2393 97 is_linear=0 shrinkage=0.0204111 Tree=6522 num_leaves=4 num_cat=0 split_feature=43 12 16 split_gain=2.32538 2.39161 0.0342681 threshold=0.21983500000000003 0.097865000000000021 -0.35278499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0028964578173904677 -0.011873787909051008 0.0070862712401597722 -0.026581144739374171 leaf_weight=66.582738810235242 0.35824416839750473 11.652514191875524 1.3946436105998135 leaf_count=1988 17 334 130 internal_value=0 -0.00140161 -0.0244687 internal_weight=0 78.2353 1.75289 internal_count=2469 2322 147 is_linear=0 shrinkage=0.0204111 Tree=6523 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=2.32621 2.29737 threshold=0.30863500000000005 -0.046074999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02466483001167653 0.019991832328606983 -0.00040862563156633875 leaf_weight=1.549292895477264 2.1690582972805705 78.539835383420723 leaf_count=30 99 2339 internal_value=0 -0.000911632 internal_weight=0 80.0891 internal_count=2468 2369 is_linear=0 shrinkage=0.0204111 Tree=6524 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=1.92414 2.63497 1.84191 threshold=0.095890000000000017 0.084965000000000013 0.092340000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075352841095774933 0.014142868813839294 -0.026527023798925034 -0.0084829538166873251 leaf_weight=66.15330481150886 6.3826420979621599 1.5832209477666754 1.866283331037266 leaf_count=2179 165 18 71 internal_value=0 -0.00139872 0.00897883 internal_weight=0 67.7365 8.24893 internal_count=2433 2197 236 is_linear=0 shrinkage=0.0204111 Tree=6525 num_leaves=4 num_cat=0 split_feature=47 0 1 split_gain=2.75703 4.04453 3.6339 threshold=0.086380000000000012 -0.060644999999999991 0.10114000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012314060873870936 -0.013858549127411699 0.00691999879556818 0.0091812662890477896 leaf_weight=43.350712109837332 11.696950490528254 5.745620444067753 20.470271814971056 leaf_count=1683 250 71 467 internal_value=0 -0.00701357 0.00211864 internal_weight=0 17.4426 63.821 internal_count=2471 321 2150 is_linear=0 shrinkage=0.0204111 Tree=6526 num_leaves=4 num_cat=0 split_feature=12 158 40 split_gain=2.44287 2.2839 0.298662 threshold=0.12212000000000002 0.094850000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004683193461685266 -0.010431189015264365 -0.016637759228456235 -0.027232639165174367 leaf_weight=73.563068754170672 0.93399823148502048 3.2898925666486312 1.3567785192935835 leaf_count=2172 33 195 63 internal_value=0 -0.00028709 -0.0211876 internal_weight=0 76.853 2.29078 internal_count=2463 2367 96 is_linear=0 shrinkage=0.0204111 Tree=6527 num_leaves=4 num_cat=0 split_feature=12 34 1 split_gain=2.73996 2.63624 1.29592 threshold=-0.070844999999999977 -0.021334999999999996 0.077845000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001905161509337295 -0.022407102041718422 9.552817714703101e-05 0.015125031068976079 leaf_weight=2.4549206950541684 2.1248343274928621 71.479508465641629 7.3001513169583632 leaf_count=38 24 2201 233 internal_value=0 -0.000587133 0.0108663 internal_weight=0 73.6043 9.75507 internal_count=2496 2225 271 is_linear=0 shrinkage=0.0204111 Tree=6528 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=2.59168 2.74688 threshold=-1.0000000180025095e-35 0.073240000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043266612526217472 -0.00015017124507986544 3.27442874278365e-05 leaf_weight=2.1113531542214323 16.506462937861215 62.899274241992316 leaf_count=81 519 1858 internal_value=0 -5.43718e-06 internal_weight=0 79.4057 internal_count=2458 2377 is_linear=0 shrinkage=0.000400217 Tree=6529 num_leaves=3 num_cat=0 split_feature=16 1444 split_gain=1.81481 2.2285 threshold=-0.55433999999999994 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027049704678126809 0.025160559544681101 0.00040520088159497403 leaf_weight=0.86928497126791526 1.4324580020911515 79.732505778021732 leaf_count=26 20 2399 internal_value=0 0.000876161 internal_weight=0 81.165 internal_count=2445 2419 is_linear=0 shrinkage=0.0204111 Tree=6530 num_leaves=4 num_cat=0 split_feature=131 132 1 split_gain=2.0068 2.07596 1.17243 threshold=0.10258000000000002 0.081465000000000024 0.10557500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018009151210282594 -0.0023749118810922781 0.010408561979293712 0.024630857346339727 leaf_weight=72.572954866571308 0.9585887822468061 6.1936381694031288 1.977651928013074 leaf_count=2145 133 161 31 internal_value=0 -0.000827438 0.016051 internal_weight=0 78.7666 2.93624 internal_count=2470 2306 164 is_linear=0 shrinkage=0.0204111 Tree=6531 num_leaves=4 num_cat=0 split_feature=0 15 52 split_gain=2.09479 3.17488 2.42567 threshold=-0.0019449999999999999 -1.0000000180025095e-35 0.18635500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054444370715714624 0.021953413134919726 0.0011626569253151741 -0.016654824538444961 leaf_weight=59.852032754843094 4.0738661254436002 11.428284939232979 4.0532792053163567 leaf_count=1958 78 179 262 internal_value=0 0.00674458 -0.00159361 internal_weight=0 15.5022 63.9053 internal_count=2477 257 2220 is_linear=0 shrinkage=0.0204111 Tree=6532 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=2.23117 1.63909 threshold=-1.0000000180025095e-35 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020769104034032849 -0.024581113149467843 0.00060590064958400186 leaf_weight=2.0446460800703781 0.97916821132821397 79.781064345712366 leaf_count=230 9 2243 internal_value=0 0.000266914 internal_weight=0 80.7602 internal_count=2482 2252 is_linear=0 shrinkage=0.0204111 Tree=6533 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=2.3612 6.48136 4.1938 threshold=-0.10674499999999999 -0.075434999999999988 -0.015039999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.9028937199219027e-05 -0.00032355973486687911 7.0026567392313939e-06 0.00024597240542918709 leaf_weight=24.692450320397256 13.630222471107116 30.765931414010993 11.099043215304844 leaf_count=328 1230 763 128 internal_value=0 -9.50431e-05 4.29336e-05 internal_weight=0 44.3962 35.7915 internal_count=2449 1993 456 is_linear=0 shrinkage=0.000400217 Tree=6534 num_leaves=3 num_cat=0 split_feature=46 124 split_gain=2.637 2.08341 threshold=0.081930000000000017 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023794767219419632 -0.00044777778319669359 1.6879672241826796e-05 leaf_weight=7.3796783098077858 1.7291006699670095 77.400698209652546 leaf_count=200 39 2218 internal_value=0 3.64109e-05 internal_weight=0 84.7804 internal_count=2457 2418 is_linear=0 shrinkage=0.000400217 Tree=6535 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=2.47273 2.05829 0.705623 threshold=0.14121000000000003 0.12300500000000002 0.10589500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3211542961914308e-07 0.00036479933069326863 -0.00034109340051405892 0.00012341189606314762 leaf_weight=70.785347158429431 2.9836043768445943 2.8549744923948301 5.7276570168032777 leaf_count=2292 37 28 106 internal_value=0 -1.45216e-05 0.000209667 internal_weight=0 73.6403 8.71126 internal_count=2463 2320 143 is_linear=0 shrinkage=0.000400217 Tree=6536 num_leaves=4 num_cat=0 split_feature=123 158 40 split_gain=3.03427 2.40045 0.567777 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081804999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036494030589535919 0.0057287798302247421 -0.01451535118421025 0.017918613036330324 leaf_weight=69.600205938088038 2.7238224851025734 4.7176230064633264 4.2856120501528485 leaf_count=2011 91 265 115 internal_value=0 -0.000600061 0.0133463 internal_weight=0 74.3178 7.00943 internal_count=2482 2276 206 is_linear=0 shrinkage=0.0204111 Tree=6537 num_leaves=3 num_cat=0 split_feature=151 133 split_gain=2.4226 2.26377 threshold=-0.28286499999999998 -0.26719999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039001537254614119 -0.00045725716496886428 4.6124583909355601e-05 leaf_weight=2.0689334608268828 1.345170485874404 81.519435527408859 leaf_count=60 132 2251 internal_value=0 3.7347e-05 internal_weight=0 82.8646 internal_count=2443 2383 is_linear=0 shrinkage=0.000400217 Tree=6538 num_leaves=3 num_cat=0 split_feature=13 31 split_gain=2.18451 2.02771 threshold=-0.47860499999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013650047630832447 0.021437658185324261 -0.0010844777534471976 leaf_weight=4.6625359134195596 1.5915452522604017 74.477127256417589 leaf_count=69 69 2343 internal_value=0 -0.000582443 internal_weight=0 76.0687 internal_count=2481 2412 is_linear=0 shrinkage=0.0204111 Tree=6539 num_leaves=4 num_cat=0 split_feature=16 4 49 split_gain=2.88989 3.42485 2.33702 threshold=-0.094359999999999986 0.27020000000000005 -0.085074999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012998768293262533 -0.011135158076560594 0.0023989481382102381 0.0029474096005773776 leaf_weight=15.000021530267988 5.3540764922799999 9.9503634757347736 48.226223144261894 leaf_count=340 104 218 1782 internal_value=0 -0.00687478 0.00151991 internal_weight=0 24.9504 53.5803 internal_count=2444 558 1886 is_linear=0 shrinkage=0.0204111 Tree=6540 num_leaves=4 num_cat=0 split_feature=2 48 2 split_gain=2.53771 2.92636 2.87385 threshold=0.097940000000000013 -0.086624999999999994 0.092965000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019185952934141224 -0.022283490801999119 0.0050196272101084407 -0.018078339289852294 leaf_weight=42.235886836115242 1.6132512848707836 32.065707932646546 5.0368508501778697 leaf_count=1526 23 730 188 internal_value=0 0.00364228 -0.00367905 internal_weight=0 33.679 47.2727 internal_count=2467 753 1714 is_linear=0 shrinkage=0.0204111 Tree=6541 num_leaves=4 num_cat=0 split_feature=1 3 1 split_gain=2.73116 4.80431 1.90006 threshold=1.0000000180025095e-35 -0.10072999999999999 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041365645217505808 0.022366356828631497 -0.014732296715417864 0.0021620126821749477 leaf_weight=10.917081935658645 1.8996336874115503 11.394312435788377 55.52077469489268 leaf_count=106 20 1165 1126 internal_value=0 -0.00552511 0.00287266 internal_weight=0 22.3114 57.4204 internal_count=2417 1271 1146 is_linear=0 shrinkage=0.0204111 Tree=6542 num_leaves=3 num_cat=0 split_feature=45 31 split_gain=2.0268 1.88213 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004131825476718534 0.00042120595997179961 -2.0975582430907595e-05 leaf_weight=1.7217864629637905 1.460710253813885 78.767593597835003 leaf_count=15 69 2404 internal_value=0 -1.2349e-05 internal_weight=0 80.2283 internal_count=2488 2473 is_linear=0 shrinkage=0.000400217 Tree=6543 num_leaves=4 num_cat=0 split_feature=41 2 2 split_gain=2.24723 1.84877 1.53535 threshold=0.079885000000000025 -0.58149499999999998 0.10731 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00095737372434536231 -0.00045114173300354822 2.670413622753087e-05 -9.2956070335203687e-06 leaf_weight=0.19504700601100822 2.6735982041136586 80.186007799404251 2.308326710248366 leaf_count=1 70 2383 32 internal_value=0 2.29878e-05 -0.000251121 internal_weight=0 80.3811 4.98192 internal_count=2486 2384 102 is_linear=0 shrinkage=0.000400217 Tree=6544 num_leaves=3 num_cat=0 split_feature=1373 12 split_gain=1.86356 2.24172 threshold=0.099250000000000019 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002638001151377709 -0.023793749049440573 -0.0042277108856304327 leaf_weight=49.836376089107944 1.2928098343836598 32.726478849623163 leaf_count=830 20 1652 internal_value=0 -8.54875e-05 internal_weight=0 82.5629 internal_count=2502 2482 is_linear=0 shrinkage=0.0204111 Tree=6545 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=1.98812 2.53195 threshold=-0.084274999999999989 0.094435000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042213709871780455 -9.1780542000243168e-05 5.0996443177146989e-05 leaf_weight=1.5305880666710425 40.99809649126837 38.448363725947274 leaf_count=26 1733 723 internal_value=0 -2.27086e-05 internal_weight=0 79.4465 internal_count=2482 2456 is_linear=0 shrinkage=0.000400217 Tree=6546 num_leaves=3 num_cat=0 split_feature=0 1210 split_gain=3.9841 2.01938 threshold=0.2506000000000001 -0.080364999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045011954798675956 -0.00064925600485803126 2.1952422273658388e-05 leaf_weight=1.3666256991164107 1.368318436667322 79.145065603041076 leaf_count=117 12 2333 internal_value=0 1.33254e-05 internal_weight=0 80.5117 internal_count=2462 2450 is_linear=0 shrinkage=0.000400217 Tree=6547 num_leaves=4 num_cat=0 split_feature=376 8 42 split_gain=2.21549 2.24722 0.673266 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00096423233986286667 0.0046206231596108366 0.017596376931362897 0.019072787214767219 leaf_weight=75.731939964302001 2.4625367159023881 2.706706339493393 3.1068214619735945 leaf_count=2276 19 39 114 internal_value=0 -0.000299586 0.0128996 internal_weight=0 78.4386 5.56936 internal_count=2448 2315 133 is_linear=0 shrinkage=0.0204111 Tree=6548 num_leaves=3 num_cat=0 split_feature=51 1210 split_gain=2.0812 1.96682 threshold=-0.40274499999999996 -0.08107499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040814984469702176 -0.00045170276734845188 4.4508706856067746e-05 leaf_weight=1.6054553116919112 1.1880786545334547 83.195507916187125 leaf_count=87 108 2279 internal_value=0 3.6933e-05 internal_weight=0 84.3836 internal_count=2474 2387 is_linear=0 shrinkage=0.000400217 Tree=6549 num_leaves=3 num_cat=0 split_feature=1375 402 split_gain=3.87253 1.65 threshold=-0.43150999999999995 -0.095989999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031232525856662745 -0.021267243929694663 0.00096097310234798334 leaf_weight=1.5142901165454521 1.3038915758152132 80.203844212925105 leaf_count=14 167 2321 internal_value=0 0.000576698 internal_weight=0 81.5077 internal_count=2502 2488 is_linear=0 shrinkage=0.0204111 Tree=6550 num_leaves=3 num_cat=0 split_feature=1375 52 split_gain=3.18252 2.43275 threshold=-0.43429999999999996 -0.40306999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03157319418813713 -0.020413886268722779 0.00033105816321878795 leaf_weight=1.26893850887427 2.3185941751835335 75.7461351642105 leaf_count=10 247 2223 internal_value=0 -0.000313441 internal_weight=0 78.0647 internal_count=2480 2470 is_linear=0 shrinkage=0.0204111 Tree=6551 num_leaves=3 num_cat=0 split_feature=16 0 split_gain=2.20849 2.04497 threshold=-0.55433999999999994 0.043560000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030688940498162832 0.00034960553289224862 0.0090053714958342641 leaf_weight=0.77014013257576053 68.642950466644834 13.519441468815783 leaf_count=25 2286 187 internal_value=0 0.00178419 internal_weight=0 82.1624 internal_count=2498 2473 is_linear=0 shrinkage=0.0204111 Tree=6552 num_leaves=4 num_cat=0 split_feature=3 0 3 split_gain=2.7185 3.74223 3.578 threshold=-0.10115999999999999 -0.060094999999999989 -0.075774999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7259067946639094e-05 -0.00024196242431703141 0.00025732963476575747 1.5104530611385386e-05 leaf_weight=10.245796518865975 10.357880217934506 14.580930114141664 50.452626598311326 leaf_count=184 1207 161 958 internal_value=0 0.000127827 -2.9046e-05 internal_weight=0 24.8267 60.8105 internal_count=2510 345 2165 is_linear=0 shrinkage=0.000400217 Tree=6553 num_leaves=4 num_cat=0 split_feature=2 1444 2 split_gain=2.67071 2.60076 2.37584 threshold=0.097940000000000013 -0.084274999999999989 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041711404344398198 0.00033967302196424609 -9.2396960696419715e-05 3.1215300109837784e-05 leaf_weight=1.5544989928603161 4.4872530398715744 44.963908844849357 30.92009294149284 leaf_count=30 70 1699 679 internal_value=0 -7.441e-05 7.12544e-05 internal_weight=0 46.5184 35.4073 internal_count=2478 1729 749 is_linear=0 shrinkage=0.000400217 Tree=6554 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=2.66059 7.22115 3.86784 threshold=-0.10674499999999999 -0.075969999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.7458864546583576e-05 -0.00033115529218557979 1.57414937394951e-05 -0.00036270157136950569 leaf_weight=33.72407127959741 13.49934740619028 32.677662173518911 3.0928657704262141 leaf_count=406 1242 794 28 internal_value=0 -8.62257e-05 5.78198e-05 internal_weight=0 46.177 36.8169 internal_count=2470 2036 434 is_linear=0 shrinkage=0.000400217 Tree=6555 num_leaves=4 num_cat=0 split_feature=42 132 133 split_gain=2.52513 2.66613 2.32927 threshold=-0.0044549999999999998 0.081465000000000024 -0.26719999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01516830280145757 -0.026913561618214711 0.0083509910581598627 0.0026616797364109133 leaf_weight=7.2221909049840161 1.0163549904827949 2.6823934247950092 68.363291286079402 leaf_count=541 39 140 1712 internal_value=0 -0.00877658 0.00218576 internal_weight=0 9.90458 69.3796 internal_count=2432 681 1751 is_linear=0 shrinkage=0.0204111 Tree=6556 num_leaves=4 num_cat=0 split_feature=52 52 48 split_gain=2.51517 4.10239 2.91585 threshold=-0.047889999999999995 -0.088284999999999988 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0349795098927759e-05 0.00017737298322342067 0.00024146757757871734 -0.00011744382804167016 leaf_weight=17.396470420068002 6.0032814402366048 12.170301561629456 44.783560988118552 leaf_count=542 79 212 1636 internal_value=0 6.43268e-05 -8.22813e-05 internal_weight=0 29.5668 50.7868 internal_count=2469 754 1715 is_linear=0 shrinkage=0.000400217 Tree=6557 num_leaves=4 num_cat=0 split_feature=2 0 1 split_gain=3.05417 2.50299 2.1275 threshold=0.13754500000000003 -0.10674499999999999 0.11771500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5493300452813453e-05 -0.00012787951330596223 -9.9638771385256219e-05 0.00040565947668950102 leaf_weight=34.024110164289596 1.5849958410399256 42.944484349420236 4.2735113096860005 leaf_count=404 43 1908 124 internal_value=0 -3.551e-05 0.000261621 internal_weight=0 76.9686 5.85851 internal_count=2479 2312 167 is_linear=0 shrinkage=0.000400217 Tree=6558 num_leaves=3 num_cat=0 split_feature=156 16 split_gain=1.85587 2.28443 threshold=-1.0000000180025095e-35 -0.0087549999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020235213312460119 -0.001814766090738716 0.0050741324021192167 leaf_weight=1.6133136575263041 46.400893334091961 35.152678612412274 leaf_count=134 1573 783 internal_value=0 0.0011575 internal_weight=0 81.5536 internal_count=2490 2356 is_linear=0 shrinkage=0.0204111 Tree=6559 num_leaves=4 num_cat=0 split_feature=483 15 42 split_gain=2.07155 2.34794 1.74361 threshold=0.080810000000000007 -0.46714499999999998 -0.40186499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047822615039806623 0.00033742533486620679 -0.00038802734621417657 3.5696165562942674e-05 leaf_weight=0.96048860542941739 0.79452154709724698 3.5770090496480398 77.116505351235901 leaf_count=9 40 229 2178 internal_value=0 -0.000251043 2.86982e-05 internal_weight=0 4.37153 78.077 internal_count=2456 269 2187 is_linear=0 shrinkage=0.000400217 Tree=6560 num_leaves=4 num_cat=0 split_feature=128 151 2 split_gain=1.85158 1.61076 0.608965 threshold=1.0000000180025095e-35 -0.52082499999999987 0.113445 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037637350444951135 -0.00044784874630178701 2.8789047509291424e-05 6.321570384480149e-05 leaf_weight=1.4911454884422699 1.7142017394453426 80.839357175775149 0.43743484163132951 leaf_count=39 170 2285 18 internal_value=0 2.09497e-05 -0.00034596 internal_weight=0 82.3305 2.15164 internal_count=2512 2324 188 is_linear=0 shrinkage=0.000400217 Tree=6561 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.73103 2.74101 threshold=-0.27336999999999995 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034918574327329595 -8.659266266599599e-06 0.00026118062080757707 leaf_weight=2.0561312384379553 74.463283603545278 6.4483649531939582 leaf_count=57 2309 142 internal_value=0 1.31772e-05 internal_weight=0 80.9116 internal_count=2508 2451 is_linear=0 shrinkage=0.000400217 Tree=6562 num_leaves=4 num_cat=0 split_feature=157 48 1 split_gain=2.67885 2.85258 0.901864 threshold=-0.083944999999999978 0.12879500000000002 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022458261209745423 0.0013828848396798688 -0.015511375557542718 0.00025552196060361036 leaf_weight=2.8328911948465243 75.716864089739829 4.2938652273223843 0.96423096535727371 leaf_count=179 2221 68 25 internal_value=0 0.000455826 -0.0168483 internal_weight=0 80.0107 3.79712 internal_count=2493 2289 204 is_linear=0 shrinkage=0.0204111 Tree=6563 num_leaves=4 num_cat=0 split_feature=133 33 1 split_gain=2.69459 2.02851 0.925049 threshold=0.10599500000000002 -1.0000000180025095e-35 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019242222505198803 -0.025741907189190522 0.0014555198633228372 0.0031581753788759324 leaf_weight=1.9116970056202252 2.0553445053119499 78.600334443384781 0.55736438237363461 leaf_count=32 306 2109 26 internal_value=0 0.000938027 -0.0197003 internal_weight=0 80.512 2.61271 internal_count=2473 2141 332 is_linear=0 shrinkage=0.0204111 Tree=6564 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=2.97368 1.9282 threshold=1.0000000180025095e-35 -0.10373499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012343193621337334 -0.00040582438663977678 -1.5275548579584606e-05 leaf_weight=21.872843369914335 2.5741642623906946 59.418222751974099 leaf_count=320 46 2085 internal_value=0 2.21647e-05 internal_weight=0 81.2911 internal_count=2451 2405 is_linear=0 shrinkage=0.000400217 Tree=6565 num_leaves=3 num_cat=0 split_feature=457 15 split_gain=2.76329 2.66915 threshold=-0.15747999999999998 0.035895000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01936481224709314 -0.00026680503294638716 -0.010619504683343111 leaf_weight=2.5316956675378597 68.082417687437555 12.129962064422214 leaf_count=27 1538 947 internal_value=0 -0.00184499 internal_weight=0 80.2124 internal_count=2512 2485 is_linear=0 shrinkage=0.0204111 Tree=6566 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=1.87201 3.01034 threshold=0.16946000000000003 -0.098504999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020681636032369204 0.021680680595878452 -0.00046160043416991996 leaf_weight=3.0877118599328233 1.3941699963761482 74.413573731513679 leaf_count=176 19 2241 internal_value=0 -0.00129586 internal_weight=0 77.5013 internal_count=2436 2417 is_linear=0 shrinkage=0.0204111 Tree=6567 num_leaves=4 num_cat=0 split_feature=483 129 42 split_gain=1.86576 1.84278 0.24019 threshold=0.096460000000000018 0.089775000000000008 0.088575000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0542665005655996e-05 -0.00043389429226011248 -0.00033097259583904565 -0.00010782303218948361 leaf_weight=78.530097249305982 1.4270446497503138 2.0871165051212293 0.59322380396042707 leaf_count=2156 63 155 81 internal_value=0 3.04787e-05 -0.000348838 internal_weight=0 80.6172 2.02027 internal_count=2455 2311 144 is_linear=0 shrinkage=0.000400217 Tree=6568 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=2.02047 2.4588 threshold=0.51087000000000005 0.10637000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025449678522283819 0.020049052496568201 -0.023924382668088686 leaf_weight=78.3956691491112 1.9767709913430724 1.6802432442200359 leaf_count=2354 111 22 internal_value=0 -0.000285549 internal_weight=0 80.0759 internal_count=2487 2376 is_linear=0 shrinkage=0.0204111 Tree=6569 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=1.98038 4.86613 2.75847 threshold=0.094405000000000003 -0.12077499999999998 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015748428623141143 0.0001524638042335421 -0.00013447449608484311 -7.5518765273976219e-05 leaf_weight=12.975439022271528 25.877863150381017 30.265880386243225 12.549527079929247 leaf_count=136 538 1591 204 internal_value=0 -4.66858e-05 7.80067e-05 internal_weight=0 43.2413 38.4274 internal_count=2469 1727 742 is_linear=0 shrinkage=0.000400217 Tree=6570 num_leaves=3 num_cat=0 split_feature=47 43 split_gain=2.81461 3.15133 threshold=0.13148500000000005 -0.21368999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024179804346127618 -0.00033597190369730428 -1.3251263530883053e-05 leaf_weight=8.6088805312392633 3.7285374562634379 70.315064935977716 leaf_count=148 53 2242 internal_value=0 1.48722e-05 internal_weight=0 78.9239 internal_count=2443 2390 is_linear=0 shrinkage=0.000400217 Tree=6571 num_leaves=4 num_cat=0 split_feature=1 16 132 split_gain=3.85027 3.53094 2.09989 threshold=1.0000000180025095e-35 0.027340000000000003 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015128056661483182 0.00088706429650557228 0.0010814334808413402 0.016064761476089633 leaf_weight=12.532762393226223 55.685398039984648 10.022062704505514 3.9651268561938187 leaf_count=1020 1070 253 119 internal_value=0 -0.00795573 0.00192417 internal_weight=0 22.5548 59.6505 internal_count=2462 1273 1189 is_linear=0 shrinkage=0.0204111 Tree=6572 num_leaves=3 num_cat=0 split_feature=0 157 split_gain=1.87569 2.01956 threshold=-0.2661949999999999 -0.077234999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019853083122880238 0.0064549538445345684 -0.0026070986549372589 leaf_weight=1.6863749083131541 11.977177406668487 67.160780396021437 leaf_count=19 306 2122 internal_value=0 -0.00122842 internal_weight=0 79.138 internal_count=2447 2428 is_linear=0 shrinkage=0.0204111 Tree=6573 num_leaves=3 num_cat=0 split_feature=38 0 split_gain=1.90128 2.02146 threshold=0.084835000000000008 -0.074664999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018271021027551312 -0.017894262313883125 0.0048670626153927412 leaf_weight=47.705598409384038 2.2204869047272942 30.854676114748145 leaf_count=1692 39 726 internal_value=0 0.000805227 internal_weight=0 78.5603 internal_count=2457 2418 is_linear=0 shrinkage=0.0204111 Tree=6574 num_leaves=4 num_cat=0 split_feature=4 151 48 split_gain=2.2126 3.85604 3.46989 threshold=0.23993500000000004 0.056735000000000001 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014009937093954552 0.0092528711049933415 -0.018457826228673171 -0.0167714237402126 leaf_weight=54.085852884780252 17.418455395141795 5.140946324565447 2.3263840069994322 leaf_count=2027 309 89 24 internal_value=0 -0.00176193 0.00610935 internal_weight=0 59.2268 19.7448 internal_count=2449 2116 333 is_linear=0 shrinkage=0.0204111 Tree=6575 num_leaves=4 num_cat=0 split_feature=43 11 49 split_gain=2.96128 3.3017 2.74005 threshold=-0.063379999999999978 0.081005000000000008 0.11012500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005843081209942461 -0.006109383493667968 -0.017609155700061909 0.0082925162828310691 leaf_weight=28.104882480336531 43.134825649922277 2.6356605017499524 6.2071899445963927 leaf_count=1030 1259 46 105 internal_value=0 0.0037757 -0.00428296 internal_weight=0 30.7405 49.342 internal_count=2440 1076 1364 is_linear=0 shrinkage=0.0204111 Tree=6576 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.16972 2.83911 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025588535625398832 0.023744300099599446 0.00062578843447735845 leaf_weight=1.7593884868256271 2.1662570502812732 77.691266960911889 leaf_count=24 28 2408 internal_value=0 0.00128528 internal_weight=0 79.8575 internal_count=2460 2436 is_linear=0 shrinkage=0.0204111 Tree=6577 num_leaves=4 num_cat=0 split_feature=1429 14 43 split_gain=1.89393 1.77378 0.710893 threshold=-1.0000000180025095e-35 0.062655000000000016 -0.081139999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2228000372749233e-05 3.2139381334247686e-05 -0.00033232704819760329 -0.0005494579753978024 leaf_weight=0.46502480193157669 80.662359275658673 2.085487775018918 1.1832798488576362 leaf_count=40 2278 81 93 internal_value=0 2.25171e-05 -0.000397017 internal_weight=0 82.7478 1.6483 internal_count=2492 2359 133 is_linear=0 shrinkage=0.000400217 Tree=6578 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=2.6776 4.4669 2.25055 threshold=0.11332500000000002 -0.13110499999999997 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4809602887615083e-05 -0.00031779435476419164 -0.00012920903907182019 0.00017053857106192165 leaf_weight=25.631831922877609 1.5572521279100353 39.643554070598839 16.794212455599336 leaf_count=271 11 1831 361 internal_value=0 -4.51685e-05 0.000127424 internal_weight=0 65.2754 18.3515 internal_count=2474 2102 372 is_linear=0 shrinkage=0.000400217 Tree=6579 num_leaves=4 num_cat=0 split_feature=1 457 159 split_gain=2.10646 2.95932 1.95968 threshold=0.13130500000000003 0.080930000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2787298888124478e-05 -0.00018067914764362638 0.00017353485857850301 0.00031778053128670325 leaf_weight=60.694759351330504 1.5178755512461064 12.042205016747173 5.9364499800140029 leaf_count=2096 15 177 171 internal_value=0 -6.7617e-06 0.000215111 internal_weight=0 72.737 7.45433 internal_count=2459 2273 186 is_linear=0 shrinkage=0.000400217 Tree=6580 num_leaves=3 num_cat=0 split_feature=31 39 split_gain=1.9046 1.82117 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021403114973655199 -0.0015396380835805406 0.021610330347522369 leaf_weight=1.4851576061118965 76.599335212406004 1.3306564427330148 leaf_count=68 2376 18 internal_value=0 -0.00111391 internal_weight=0 77.93 internal_count=2462 2394 is_linear=0 shrinkage=0.0204111 Tree=6581 num_leaves=3 num_cat=0 split_feature=3 1447 split_gain=2.52872 2.4872 threshold=0.30863500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037872556700094826 0.00039503343109997965 1.0330439736627144e-05 leaf_weight=2.613492930380743 2.5295041472709263 76.613627024597008 leaf_count=237 109 2133 internal_value=0 -3.01985e-06 internal_weight=0 79.2271 internal_count=2479 2370 is_linear=0 shrinkage=0.000400217 Tree=6582 num_leaves=3 num_cat=0 split_feature=15 12 split_gain=2.43306 2.08706 threshold=-0.46714499999999998 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038251841628381155 2.3074551738979892e-05 -0.00011184685744998177 leaf_weight=2.2576901698776046 47.334148879541317 29.861654408625327 leaf_count=92 735 1653 internal_value=0 -2.92035e-05 internal_weight=0 77.1958 internal_count=2480 2388 is_linear=0 shrinkage=0.000400217 Tree=6583 num_leaves=3 num_cat=0 split_feature=45 13 split_gain=1.94376 2.15114 threshold=-1.0000000180025095e-35 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020983749407132119 0.0053791991407304146 -0.0019493485341050144 leaf_weight=1.7961668591306068 23.242453712129645 58.33271231846993 leaf_count=18 720 1747 internal_value=0 0.000143218 internal_weight=0 81.5752 internal_count=2485 2467 is_linear=0 shrinkage=0.0204111 Tree=6584 num_leaves=3 num_cat=0 split_feature=1456 12 split_gain=2.34599 2.424 threshold=-1.0000000180025095e-35 0.09864500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020739055792410897 0.0021963754946713082 -0.0088045732636081175 leaf_weight=2.0326623705186639 70.30842168163872 9.3553062791688699 leaf_count=222 1911 361 internal_value=0 0.000893935 internal_weight=0 79.6637 internal_count=2494 2272 is_linear=0 shrinkage=0.0204111 Tree=6585 num_leaves=4 num_cat=0 split_feature=13 3 13 split_gain=2.85078 2.61054 1.7319 threshold=-0.15145999999999996 -0.10072999999999999 -0.52445999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048160770338298792 0.0053698704134868712 -0.0036282275267074935 0.014624456125070807 leaf_weight=2.403591542330104 18.854669305521384 45.94200143645503 8.3699461031865194 leaf_count=32 309 1986 148 internal_value=0 -0.0010052 0.0102823 internal_weight=0 64.7967 10.7735 internal_count=2475 2295 180 is_linear=0 shrinkage=0.0204111 Tree=6586 num_leaves=4 num_cat=0 split_feature=0 2 0 split_gain=2.27693 3.85214 3.83788 threshold=-0.10674499999999999 0.083195000000000005 -0.084074999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017644441643591101 -0.01228967777910017 0.0016924128065789047 0.0016575722969392596 leaf_weight=8.020981995854525 10.572068587518514 28.217242961567536 35.547378540046338 leaf_count=68 747 373 1285 internal_value=0 0.00526671 -0.00156161 internal_weight=0 36.2382 46.1194 internal_count=2473 441 2032 is_linear=0 shrinkage=0.0204111 Tree=6587 num_leaves=3 num_cat=0 split_feature=2 47 split_gain=1.6431 1.91099 threshold=0.16826500000000003 0.13148500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0133041540136939e-05 0.00035907350957798268 -0.00026907250216715863 leaf_weight=76.563653844965302 1.9332199801137893 4.0264608292636686 leaf_count=2367 63 53 internal_value=0 -4.17065e-06 internal_weight=0 80.5901 internal_count=2483 2420 is_linear=0 shrinkage=0.000400217 Tree=6588 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=2.36497 3.6439 2.59343 threshold=0.084045000000000022 -0.046739999999999997 -0.015214999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019437792298601918 0.00012269005803486547 -0.00017279238265141189 -3.6429033666877315e-06 leaf_weight=15.067795911098072 9.4910437287180702 21.983882038610318 35.050752332084812 leaf_count=304 136 1517 494 internal_value=0 -8.35727e-05 5.61913e-05 internal_weight=0 31.4749 50.1185 internal_count=2451 1653 798 is_linear=0 shrinkage=0.000400217 Tree=6589 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=2.14324 3.19612 1.72067 threshold=0.11588000000000001 0.090805000000000011 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6067120243100968e-05 -0.00022218897437340399 -0.00025423101375868717 0.00020720665613233765 leaf_weight=60.734616252966589 1.5839645981905039 7.1854204443079643 13.701140977718749 leaf_count=1692 31 478 314 internal_value=0 -3.95589e-06 0.000161417 internal_weight=0 67.92 15.2851 internal_count=2515 2170 345 is_linear=0 shrinkage=0.000400217 Tree=6590 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.25527 2.09063 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039450053809942591 0.0006370785394045743 1.2538617567435529e-05 leaf_weight=2.0548215510971195 0.75586049654520948 80.817074542064802 leaf_count=228 3 2229 internal_value=0 1.9191e-05 internal_weight=0 81.5729 internal_count=2460 2232 is_linear=0 shrinkage=0.000400217 Tree=6591 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=3.10871 2.36147 threshold=-0.43429999999999996 0.091015000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059283760998933305 -7.1474817961736462e-06 0.00025103058130608114 leaf_weight=1.2707275462744281 75.112630597717725 6.0259247320645946 leaf_count=12 2344 99 internal_value=0 1.23462e-05 internal_weight=0 81.1386 internal_count=2455 2443 is_linear=0 shrinkage=0.000400217 Tree=6592 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=2.75841 2.02006 threshold=0.2506000000000001 -0.51498499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019770524476227867 -0.024250018581236835 0.0021052202870825666 leaf_weight=1.6875854108948249 1.6432828223332752 78.396771980604171 leaf_count=187 14 2291 internal_value=0 0.00161728 internal_weight=0 80.0844 internal_count=2492 2478 is_linear=0 shrinkage=0.0204111 Tree=6593 num_leaves=4 num_cat=0 split_feature=456 0 16 split_gain=2.35864 2.62567 1.09072 threshold=0.087015000000000023 -0.23078999999999997 -0.43346499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026086884083955926 -0.00059469128756139782 1.2698617870585466e-05 -0.00012302724741060424 leaf_weight=7.4350465285824603 1.168454706668854 71.891085309587652 2.2378107716795048 leaf_count=67 15 2217 124 internal_value=0 3.62939e-05 -0.0002986 internal_weight=0 79.3261 3.40627 internal_count=2423 2284 139 is_linear=0 shrinkage=0.000400217 Tree=6594 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=2.16275 2.42978 1.30662 threshold=0.11610500000000001 0.11426500000000002 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.6325290115069728e-05 -0.034457634075107699 0.026070637236940131 -0.0061178686850652357 leaf_weight=77.308040225716468 1.0207998986006708 1.4169574770785391 1.8432054896638872 leaf_count=2302 44 24 70 internal_value=0 0.000590375 -0.0171352 internal_weight=0 78.725 2.86401 internal_count=2440 2326 114 is_linear=0 shrinkage=0.0204111 Tree=6595 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=1.75919 1.96689 0.324959 threshold=0.076175000000000007 -0.12077499999999998 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057876215363646 -0.026990697543027648 -0.0018546483009707752 -0.0088248047515692273 leaf_weight=18.063901959292707 1.0095585697854401 61.403469425436924 0.89756901516920962 leaf_count=209 14 2201 72 internal_value=0 -0.000111768 -0.0194046 internal_weight=0 79.4674 1.90713 internal_count=2496 2410 86 is_linear=0 shrinkage=0.0204111 Tree=6596 num_leaves=4 num_cat=0 split_feature=15 49 42 split_gain=2.54131 2.855 2.81977 threshold=0.048235000000000007 0.018515000000000004 0.077855000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027819695148327186 -0.013467497681703886 0.022269138128849137 -0.0062843283907358001 leaf_weight=49.40386907111133 10.184047232958616 0.92315858235815618 19.978662294273818 leaf_count=800 926 9 738 internal_value=0 -0.0103047 0.000165415 internal_weight=0 11.1072 69.3825 internal_count=2473 935 1538 is_linear=0 shrinkage=0.0204111 Tree=6597 num_leaves=4 num_cat=0 split_feature=12 2 157 split_gain=2.7813 4.28127 2.97931 threshold=0.083325000000000024 0.097360000000000016 -0.076494999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028676500874840128 -0.00020064757595493607 9.7607208582117103e-05 1.8297901287664985e-05 leaf_weight=7.7682642314175601 20.47816617168246 12.235778300841046 41.551288468901475 leaf_count=88 1336 393 638 internal_value=0 -8.91409e-05 6.11376e-05 internal_weight=0 32.7139 49.3196 internal_count=2455 1729 726 is_linear=0 shrinkage=0.000400217 Tree=6598 num_leaves=3 num_cat=0 split_feature=3 16 split_gain=2.78131 2.66441 threshold=-0.52412999999999987 0.26746000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024785930565193726 0.0012276359529009378 -0.011793627855894349 leaf_weight=1.8247028918704007 70.634600582228813 7.1024166694369333 leaf_count=16 2126 291 internal_value=0 2.27012e-05 internal_weight=0 77.737 internal_count=2433 2417 is_linear=0 shrinkage=0.0204111 Tree=6599 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=2.27353 4.08833 2.18557 threshold=0.077655000000000016 0.084805000000000019 -0.10674499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.3279714510036696e-05 0.00060105418369531152 7.4777661545129474e-05 -8.6742150043435728e-05 leaf_weight=31.754531176848104 2.5895504375221234 19.346795806484806 30.275554825355357 leaf_count=356 56 792 1289 internal_value=0 0.000139641 -9.9671e-06 internal_weight=0 21.9363 62.0301 internal_count=2493 848 1645 is_linear=0 shrinkage=0.000400217 Tree=6600 num_leaves=4 num_cat=0 split_feature=0 2 2 split_gain=2.21534 3.37589 2.88267 threshold=-0.10674499999999999 0.11218000000000002 0.11721500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014776014268314233 -0.00010407381725185719 -0.00012758432355382311 0.00015307476689016385 leaf_weight=26.79651425816337 37.833132034167647 9.60787181255 8.453585067039965 leaf_count=292 1793 136 248 internal_value=0 7.49226e-05 -5.68534e-05 internal_weight=0 36.4044 46.2867 internal_count=2469 428 2041 is_linear=0 shrinkage=0.000400217 Tree=6601 num_leaves=4 num_cat=0 split_feature=2 42 48 split_gain=1.99601 2.9358 1.76421 threshold=0.12203000000000001 0.091735000000000025 0.14257500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002857147072106497 0.0127543761574751 -0.012417694442552816 -0.0072267985447294989 leaf_weight=61.645063294788997 8.0421527306898479 8.5288866854098142 2.2976593230850986 leaf_count=1781 236 430 27 internal_value=0 -0.00127557 0.00828441 internal_weight=0 70.1739 10.3398 internal_count=2474 2211 263 is_linear=0 shrinkage=0.0204111 Tree=6602 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=2.37898 2.18027 threshold=-0.52412999999999987 -0.4214949999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020179158310889799 -0.01168072367953152 0.0009060860699704581 leaf_weight=2.3753775934455907 6.118699593585915 71.724549437243695 leaf_count=22 157 2298 internal_value=0 -9.86289e-05 internal_weight=0 77.8432 internal_count=2477 2455 is_linear=0 shrinkage=0.0204111 Tree=6603 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=2.17177 4.4836 2.12218 threshold=0.10098000000000001 -0.12077499999999998 -0.41417999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015270947950991355 -0.00041719309567514874 -0.00012273787802933399 0.00010775257118011966 leaf_weight=13.075987367767082 1.1734882870223362 33.459816344115097 32.469656306195247 leaf_count=154 58 1673 560 internal_value=0 -4.51598e-05 8.81191e-05 internal_weight=0 46.5358 33.6431 internal_count=2445 1827 618 is_linear=0 shrinkage=0.000400217 Tree=6604 num_leaves=4 num_cat=0 split_feature=43 16 42 split_gain=1.94666 2.07857 1.56068 threshold=-0.16648499999999997 -0.063814999999999997 -0.11377999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001213652684880567 4.9360345929855279e-05 -8.7066542416106289e-05 0.0002599960760072166 leaf_weight=2.1443856312835123 37.701869522552443 33.838883616712337 7.5328997796168533 leaf_count=53 1195 1109 114 internal_value=0 -1.5205e-05 0.000175069 internal_weight=0 71.5408 9.67729 internal_count=2471 2304 167 is_linear=0 shrinkage=0.000400217 Tree=6605 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=1.99942 3.96749 3.30488 threshold=0.075670000000000015 0.084045000000000022 -0.073054999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014367135050722034 0.022028570584927701 0.00069489093452516123 -0.0093276120537201558 leaf_weight=2.8048794834176105 3.7544150635076212 60.000307456613882 15.54012550376501 leaf_count=54 124 1767 501 internal_value=0 0.00198761 -0.0056396 internal_weight=0 63.7547 18.345 internal_count=2446 1891 555 is_linear=0 shrinkage=0.0204111 Tree=6606 num_leaves=4 num_cat=0 split_feature=43 43 2 split_gain=2.67495 2.09022 0.234314 threshold=0.17439000000000002 0.095890000000000017 0.11270000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00088819608136287559 -0.026789275856512425 0.014219328764919806 -0.0084038162316207796 leaf_weight=73.461992606549757 1.574441677090362 3.912095513107487 0.51062026654835779 leaf_count=2233 144 62 28 internal_value=0 -0.000104904 -0.0229445 internal_weight=0 77.3741 2.08506 internal_count=2467 2295 172 is_linear=0 shrinkage=0.0204111 Tree=6607 num_leaves=3 num_cat=0 split_feature=31 1444 split_gain=1.90554 1.98259 threshold=-1.0000000180025095e-35 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021385264808167707 0.021269034186591766 -0.0013306471014128836 leaf_weight=1.5270757362595748 1.5403725323558308 76.257924936073323 leaf_count=72 27 2385 internal_value=0 -0.00085326 internal_weight=0 77.7983 internal_count=2484 2412 is_linear=0 shrinkage=0.0204111 Tree=6608 num_leaves=3 num_cat=0 split_feature=51 3 split_gain=2.44725 2.20828 threshold=-0.24953999999999996 -0.12118 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042375989731531196 0.0001436074136057576 -1.4888900482863135e-05 leaf_weight=1.9145864650636202 18.181618039036039 61.059511256362384 leaf_count=117 259 2077 internal_value=0 2.16289e-05 internal_weight=0 79.2411 internal_count=2453 2336 is_linear=0 shrinkage=0.000400217 Tree=6609 num_leaves=4 num_cat=0 split_feature=1447 52 483 split_gain=2.22682 2.14165 0.234964 threshold=-1.0000000180025095e-35 -0.40306999999999998 0.10761000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022291425521858893 -0.017404149832432311 0.0011624935628275544 -0.0036590521083877648 leaf_weight=1.8924894096453493 2.5665083370840867 76.845229979406213 0.385572211442195 leaf_count=207 249 1995 24 internal_value=0 0.000538778 -0.019457 internal_weight=0 79.4117 2.27806 internal_count=2475 2244 231 is_linear=0 shrinkage=0.0204111 Tree=6610 num_leaves=3 num_cat=0 split_feature=48 2 split_gain=2.14123 2.53458 threshold=0.12879500000000002 0.113445 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00088860157547569134 -0.013450814490981991 0.009264856851538111 leaf_weight=65.188843219868431 4.6115705606953261 12.036866416987321 leaf_count=2063 75 352 internal_value=0 0.0007051 internal_weight=0 77.2257 internal_count=2490 2415 is_linear=0 shrinkage=0.0204111 Tree=6611 num_leaves=4 num_cat=0 split_feature=2 43 2 split_gain=2.16206 3.54896 1.66392 threshold=0.097940000000000013 0.084965000000000013 0.10061500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011611281499618344 0.017151625088731349 -0.024161759358243513 0.0025472541475992524 leaf_weight=42.807416910354732 3.5237454945417985 2.8792366746347389 31.32207152927549 leaf_count=1591 64 150 701 internal_value=0 -0.00266619 0.00407431 internal_weight=0 45.6867 34.8458 internal_count=2506 1741 765 is_linear=0 shrinkage=0.0204111 Tree=6612 num_leaves=3 num_cat=0 split_feature=9 3 split_gain=1.87389 1.97345 threshold=-0.036024999999999995 -0.52412999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004169979365255386 0.00032890759086914194 -2.5825484500796265e-05 leaf_weight=1.536440896525163 2.4857572303153566 76.146992156322085 leaf_count=74 22 2369 internal_value=0 -1.41598e-05 internal_weight=0 78.6327 internal_count=2465 2391 is_linear=0 shrinkage=0.000400217 Tree=6613 num_leaves=4 num_cat=0 split_feature=160 1429 2 split_gain=1.92461 2.95169 2.90583 threshold=-0.091944999999999985 -1.0000000180025095e-35 0.10864500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016836214843004738 -0.02782360538484455 0.0028259428980319072 0.013231580637737507 leaf_weight=5.0119758220389476 1.22236419505134 70.703336843926081 1.7192372957724726 leaf_count=306 108 1987 62 internal_value=0 0.00226262 -0.00906568 internal_weight=0 71.9257 6.73121 internal_count=2463 2095 368 is_linear=0 shrinkage=0.0204111 Tree=6614 num_leaves=4 num_cat=0 split_feature=0 160 0 split_gain=2.11781 4.10346 1.99051 threshold=-0.23078999999999997 0.091625000000000026 -0.23563999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5351241975358724e-05 3.7471519112861767e-05 -0.00028378699285433977 0.00041133393822066685 leaf_weight=4.3231647935463116 68.679639316689645 6.9062691491308206 4.1565622972557303 leaf_count=57 2167 215 21 internal_value=0 7.74185e-06 0.000217446 internal_weight=0 75.5859 8.47973 internal_count=2460 2382 78 is_linear=0 shrinkage=0.000400217 Tree=6615 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=2.49822 2.15741 threshold=0.26577500000000004 -0.12118 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.2162891438868201e-05 0.00039403351873560814 -5.577993008752985e-05 leaf_weight=28.025746358627657 2.4583872199582393 51.106051493174164 leaf_count=309 103 2084 internal_value=0 -6.87829e-06 internal_weight=0 79.1318 internal_count=2496 2393 is_linear=0 shrinkage=0.000400217 Tree=6616 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=1.94387 3.47271 3.15299 threshold=-0.12077499999999998 0.091845000000000024 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011495307114170746 -0.0075657846769931029 0.0025277266058033382 -0.0062710840687817985 leaf_weight=13.221312366818895 23.481846736882289 35.574327222864667 5.9644535042134512 leaf_count=133 1525 690 125 internal_value=0 -0.00149237 0.00596777 internal_weight=0 59.0562 19.1858 internal_count=2473 2215 258 is_linear=0 shrinkage=0.0204111 Tree=6617 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=2.97808 3.82564 3.17993 threshold=-0.10674499999999999 0.12879500000000002 -0.084074999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000147403095230473 -0.00024479016225649892 -0.00030516652658358083 1.0582778844504865e-05 leaf_weight=34.149342330099898 9.7828774029894685 3.1736687761331259 37.030785988548814 leaf_count=405 733 30 1329 internal_value=0 0.000108122 -4.32405e-05 internal_weight=0 37.323 46.8137 internal_count=2497 435 2062 is_linear=0 shrinkage=0.000400217 Tree=6618 num_leaves=4 num_cat=0 split_feature=16 16 150 split_gain=2.17247 4.28045 2.12407 threshold=-0.066784999999999983 -0.032699999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011695246349920975 -0.024756425475925371 -0.00094094400734813846 0.0051097371703604155 leaf_weight=3.316053725546225 3.3353773648632332 35.872063282093222 37.103776496382125 leaf_count=40 163 1075 1174 internal_value=0 -0.00303166 0.00370255 internal_weight=0 39.2074 40.4198 internal_count=2452 1238 1214 is_linear=0 shrinkage=0.0204111 Tree=6619 num_leaves=4 num_cat=0 split_feature=15 1 457 split_gain=3.22194 3.0016 2.25788 threshold=0.084050000000000014 0.11174500000000002 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0099389334826885927 -0.022705503279376458 0.0050822921764051782 0.0021025495201974164 leaf_weight=7.0863134739920488 4.6948968447431971 2.3891557652968913 65.649068756483757 leaf_count=192 807 27 1453 internal_value=0 -0.0134006 0.000915923 internal_weight=0 7.08405 72.7354 internal_count=2479 834 1645 is_linear=0 shrinkage=0.0204111 Tree=6620 num_leaves=3 num_cat=0 split_feature=1444 13 split_gain=1.97541 2.03872 threshold=-0.084274999999999989 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023368584564868917 0.0050093120308318624 -0.0019491868177171033 leaf_weight=1.4631729542161327 25.733052248328022 54.485579295747812 leaf_count=25 742 1705 internal_value=0 0.000286876 internal_weight=0 80.2186 internal_count=2472 2447 is_linear=0 shrinkage=0.0204111 Tree=6621 num_leaves=4 num_cat=0 split_feature=14 13 2 split_gain=1.97844 1.95711 1.19235 threshold=0.076175000000000007 -0.084024999999999975 0.099450000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011034919439254154 -0.00062903124889325101 -2.6614817006396974e-05 -2.2573651362216126e-05 leaf_weight=23.856324597869389 1.1303841450826433 55.089720344836678 0.9069939889886881 leaf_count=689 69 1659 16 internal_value=0 1.48713e-05 -0.000374291 internal_weight=0 78.946 2.03738 internal_count=2433 2348 85 is_linear=0 shrinkage=0.000400217 Tree=6622 num_leaves=3 num_cat=0 split_feature=1210 14 split_gain=1.87854 1.92926 threshold=-0.08107499999999998 -0.10708499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045580484641065123 -0.00020149132716585443 5.4648226427609134e-05 leaf_weight=1.1365092328924209 4.909390634216833 76.548908658331129 leaf_count=102 114 2235 internal_value=0 3.89556e-05 internal_weight=0 81.4583 internal_count=2451 2349 is_linear=0 shrinkage=0.000400217 Tree=6623 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=2.44738 2.20434 threshold=-0.40306999999999998 0.10637000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039899350173618092 3.169043672022198e-05 -0.00033587858735273417 leaf_weight=2.2014637776665031 74.220991529944513 2.5968885248876168 leaf_count=255 1877 326 internal_value=0 1.87937e-05 internal_weight=0 76.8179 internal_count=2458 2203 is_linear=0 shrinkage=0.000400217 Tree=6624 num_leaves=3 num_cat=0 split_feature=13 1210 split_gain=2.22522 2.02615 threshold=0.26937000000000005 -0.08107499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023041528887317659 -0.01910675381589871 0.002501755922826197 leaf_weight=1.2047580720827671 2.0115445340561555 76.542743723759486 leaf_count=111 43 2303 internal_value=0 0.00207338 internal_weight=0 77.7475 internal_count=2457 2414 is_linear=0 shrinkage=0.0204111 Tree=6625 num_leaves=4 num_cat=0 split_feature=1213 0 475 split_gain=2.28318 1.89272 1.30152 threshold=-1.0000000180025095e-35 -0.23078999999999997 -0.085719999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032841709115509292 0.00016184803135049276 -4.299345752622753e-05 -0.00043297804461101956 leaf_weight=0.32333048572763834 7.971373930660774 68.042342192680735 3.0622072458681933 leaf_count=2 80 2003 401 internal_value=0 -2.13058e-05 -0.000352076 internal_weight=0 76.0137 3.38554 internal_count=2486 2083 403 is_linear=0 shrinkage=0.000400217 Tree=6626 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=2.19136 2.20503 threshold=0.10932500000000002 0.11332500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.6765490922584144e-05 -0.00042056101752005806 0.00012332728458310085 leaf_weight=63.076977517506748 1.9411711424472731 17.511962649397901 leaf_count=2066 46 365 internal_value=0 -1.85452e-06 internal_weight=0 80.5889 internal_count=2477 2431 is_linear=0 shrinkage=0.000400217 Tree=6627 num_leaves=4 num_cat=0 split_feature=1 4 457 split_gain=3.03207 3.81062 2.00406 threshold=0.094435000000000005 -0.083954999999999988 0.041935000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013088529086228672 9.205711512663326e-05 -0.00011211538555839654 0.00034140821492770635 leaf_weight=16.39607371738748 31.975623421749333 27.542752443650897 6.0857419550593468 leaf_count=394 635 1353 107 internal_value=0 -2.13358e-05 0.000132811 internal_weight=0 43.9388 38.0614 internal_count=2489 1747 742 is_linear=0 shrinkage=0.000400217 Tree=6628 num_leaves=4 num_cat=0 split_feature=1 4 151 split_gain=2.00475 5.00771 2.89384 threshold=0.099705000000000002 -0.076929999999999985 -0.072119999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7555523454093693e-05 -0.00015018216842427949 -0.00016419500267035638 0.00014377100456065383 leaf_weight=20.86529587986297 6.7230047603370648 26.400540473216097 25.002892437907576 leaf_count=720 143 1092 482 internal_value=0 -4.86889e-05 8.11706e-05 internal_weight=0 47.2658 31.7259 internal_count=2437 1812 625 is_linear=0 shrinkage=0.000400217 Tree=6629 num_leaves=4 num_cat=0 split_feature=16 0 13 split_gain=2.76234 4.22704 2.97069 threshold=0.26746000000000009 0.15425000000000003 0.11295000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.239180374933081e-05 -0.00043133341146442351 -0.000423806629316014 8.6602284998424785e-05 leaf_weight=72.159611109138496 4.1306754465549593 2.8713731855968936 2.9931133314967155 leaf_count=2136 273 36 24 internal_value=0 4.31816e-05 -0.000215746 internal_weight=0 75.031 7.12379 internal_count=2469 2172 297 is_linear=0 shrinkage=0.000400217 Tree=6630 num_leaves=4 num_cat=0 split_feature=401 16 2 split_gain=1.95865 2.00673 0.333664 threshold=0.08618000000000002 -0.55433999999999994 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.028943795757804213 -0.021850263724408042 0.0019961039214077105 -0.0023860705497794252 leaf_weight=0.77130837405274988 1.6392496279368054 80.166450020262346 0.50177500984864298 leaf_count=27 181 2250 36 internal_value=0 0.00166168 -0.0176339 internal_weight=0 80.9378 2.14102 internal_count=2494 2277 217 is_linear=0 shrinkage=0.0204111 Tree=6631 num_leaves=3 num_cat=0 split_feature=38 0 split_gain=3.15779 2.52467 threshold=1.0000000180025095e-35 -0.0019449999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00058698249375327394 -0.020679650583151042 0.0095822396904018635 leaf_weight=63.664852238633102 2.4314659437877699 16.227584505664709 leaf_count=2194 48 262 internal_value=0 0.00242493 internal_weight=0 79.8924 internal_count=2504 2456 is_linear=0 shrinkage=0.0204111 Tree=6632 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=2.62692 3.78934 3.03235 threshold=0.084050000000000014 0.11174500000000002 -0.49367499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01799549527430996 -0.022770973508577583 0.0071733730545964136 0.0013032794471553677 leaf_weight=3.4577649001730597 4.8684389884492694 2.6558389973361045 68.019050656148465 leaf_count=115 804 27 1515 internal_value=0 -0.0122513 0.000342996 internal_weight=0 7.52428 71.4768 internal_count=2461 831 1630 is_linear=0 shrinkage=0.0204111 Tree=6633 num_leaves=3 num_cat=0 split_feature=1374 1210 split_gain=1.9687 2.02798 threshold=0.093235000000000012 -0.08107499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044821834092443355 -0.00032454948991850083 5.2106622423249035e-05 leaf_weight=1.207282491668592 2.2727786317700511 82.474403109645209 leaf_count=119 42 2329 internal_value=0 4.42991e-05 internal_weight=0 83.6817 internal_count=2490 2448 is_linear=0 shrinkage=0.000400217 Tree=6634 num_leaves=4 num_cat=0 split_feature=128 124 2 split_gain=2.0592 1.98696 0.243265 threshold=1.0000000180025095e-35 -0.043384999999999993 0.108005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011336896523804015 -0.022763854887345381 -0.00031912232100049005 -0.0044153512766544308 leaf_weight=6.5451375637858282 1.6529945021557062 71.8227076911935 0.43815448731766071 leaf_count=204 164 2101 23 internal_value=0 0.000669152 -0.0193391 internal_weight=0 78.3678 2.09115 internal_count=2492 2305 187 is_linear=0 shrinkage=0.0204111 Tree=6635 num_leaves=3 num_cat=0 split_feature=46 0 split_gain=2.3407 2.42502 threshold=0.081930000000000017 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.005888167429760895 -0.019883571665294478 -0.0012876925407247213 leaf_weight=34.200160576907365 2.0204332626890382 45.74668801628286 leaf_count=416 45 2056 internal_value=0 0.00178598 internal_weight=0 79.9468 internal_count=2517 2472 is_linear=0 shrinkage=0.0204111 Tree=6636 num_leaves=4 num_cat=0 split_feature=157 15 148 split_gain=2.79523 2.68801 1.24607 threshold=-0.084489999999999996 0.091545000000000015 -0.085409999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0059121734708391903 0.0025154108659314802 -0.012834480682574971 -0.021960761886395595 leaf_weight=0.79628725163638625 69.541853517817799 4.9901150860059706 3.0347167515774336 leaf_count=9 1874 376 194 internal_value=0 0.00146998 -0.0161639 internal_weight=0 74.532 3.831 internal_count=2453 2250 203 is_linear=0 shrinkage=0.0204111 Tree=6637 num_leaves=4 num_cat=0 split_feature=43 151 3 split_gain=2.851 2.53179 0.0723104 threshold=0.2506000000000001 0.056735000000000001 0.16983500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026081138167250769 -0.017906848199912315 -0.0097455319293037693 -0.032645354116225968 leaf_weight=71.351869598323901 1.0771926049037563 7.5412945310090427 0.5783153090160339 leaf_count=2204 138 119 6 internal_value=0 0.00141511 -0.0247973 internal_weight=0 78.8932 1.65551 internal_count=2467 2323 144 is_linear=0 shrinkage=0.0204111 Tree=6638 num_leaves=4 num_cat=0 split_feature=0 16 12 split_gain=2.66587 3.27828 2.63949 threshold=-0.10674499999999999 -0.54135999999999995 0.095150000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0022025603099101575 -0.051513010339789139 -0.0025963634746536432 0.019508459914150671 leaf_weight=29.630362746895116 0.46676263981498678 44.16370806762734 4.0860203781958253 leaf_count=390 15 2051 44 internal_value=0 -0.00323558 0.00435746 internal_weight=0 44.6305 33.7164 internal_count=2500 2066 434 is_linear=0 shrinkage=0.0204111 Tree=6639 num_leaves=3 num_cat=0 split_feature=0 376 split_gain=2.49558 2.2584 threshold=0.21217000000000003 0.088470000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.1740609966961646e-06 -0.00042765514401860302 0.00035890042710763918 leaf_weight=79.205849229867454 2.0142968010622999 2.7799046651052768 leaf_count=2446 17 46 internal_value=0 1.15079e-05 internal_weight=0 81.9858 internal_count=2509 2492 is_linear=0 shrinkage=0.000400217 Tree=6640 num_leaves=4 num_cat=0 split_feature=42 39 39 split_gain=3.13679 2.98772 2.63629 threshold=-1.0000000180025095e-35 0.084535000000000013 0.16946000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025831044789573242 2.2543104334709164e-05 0.00030392774489786253 0.00043382713511215792 leaf_weight=8.8801631730275368 65.126432160512195 6.5533330873440709 0.87576299905777055 leaf_count=670 1607 210 2 internal_value=0 4.87026e-05 -0.000191962 internal_weight=0 71.6798 9.75593 internal_count=2489 1817 672 is_linear=0 shrinkage=0.000400217 Tree=6641 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=2.27571 2.94336 2.12689 threshold=0.10439500000000002 -0.10919499999999999 -0.52786999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.046952783560257e-05 -0.00018948284700009201 -0.00014656539243651089 0.00010352713906643278 leaf_weight=13.930665832309385 4.6246725730598 34.936245464266904 24.498832780569501 leaf_count=204 62 1737 457 internal_value=0 -8.46748e-05 5.64511e-05 internal_weight=0 48.8669 29.1235 internal_count=2460 1941 519 is_linear=0 shrinkage=0.000400217 Tree=6642 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=2.22537 2.61954 threshold=-0.28286499999999998 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019173866999965726 0.0051742084306703419 -0.0023485883339568166 leaf_weight=2.2399772075004867 34.446430809635785 43.528123883055741 leaf_count=61 417 2024 internal_value=0 0.000977374 internal_weight=0 77.9746 internal_count=2502 2441 is_linear=0 shrinkage=0.0204111 Tree=6643 num_leaves=4 num_cat=0 split_feature=43 14 15 split_gain=2.67794 2.49839 0.213486 threshold=0.21983500000000003 0.062655000000000016 -0.14803999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5443035390805827e-05 -0.00012652939490141821 -0.00046071142251471331 -0.0005187345304427008 leaf_weight=74.835249940641006 0.35573374619707454 1.6956612187059352 1.5943843521763472 leaf_count=2218 22 70 132 internal_value=0 4.23545e-06 -0.000457945 internal_weight=0 76.5309 1.95012 internal_count=2442 2288 154 is_linear=0 shrinkage=0.000400217 Tree=6644 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=2.55925 2.66425 threshold=0.26577500000000004 0.095980000000000024 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.5019907438431171e-05 0.00039443405797403663 -0.00014354313282627997 leaf_weight=61.891941701584074 2.5641453505450036 16.956329545195331 leaf_count=2186 103 169 internal_value=0 -3.52919e-06 internal_weight=0 78.8483 internal_count=2458 2355 is_linear=0 shrinkage=0.000400217 Tree=6645 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=3.08661 5.85691 4.05542 threshold=-0.11437499999999999 -0.074494999999999992 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0080595186307788596 -0.013935479625591534 0.0014346857444652199 -0.010204825310105662 leaf_weight=25.662153765024417 15.505463348182273 30.446735982317477 6.2018756625475353 leaf_count=316 1311 737 78 internal_value=0 -0.00377287 0.00448134 internal_weight=0 45.9522 31.864 internal_count=2442 2048 394 is_linear=0 shrinkage=0.0204111 Tree=6646 num_leaves=4 num_cat=0 split_feature=52 52 157 split_gain=2.80762 4.29536 2.79619 threshold=0.060835000000000007 0.084805000000000019 -0.077384999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0068990797645124774 0.032937543259475587 0.0035365616983210561 -0.0039490677301766202 leaf_weight=12.25419085031899 2.2352530373318613 17.886893083062205 49.579921627380827 leaf_count=281 72 783 1351 internal_value=0 0.00696674 -0.00179061 internal_weight=0 20.1221 61.8341 internal_count=2487 855 1632 is_linear=0 shrinkage=0.0204111 Tree=6647 num_leaves=4 num_cat=0 split_feature=1 44 15 split_gain=2.07494 2.62695 0.584152 threshold=0.13662500000000002 1.0000000180025095e-35 -0.071019999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024489605240717645 0.020179716733349593 -0.026226146547787575 0.0059097058360380005 leaf_weight=77.722887331802667 2.4238396772707347 1.4818859189981584 2.5097476087394162 leaf_count=2322 100 37 37 internal_value=0 -0.000286688 0.0132127 internal_weight=0 79.2048 4.93359 internal_count=2496 2359 137 is_linear=0 shrinkage=0.0204111 Tree=6648 num_leaves=3 num_cat=0 split_feature=0 1456 split_gain=2.37343 1.92646 threshold=0.37339500000000009 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014471227849121068 -0.026106675042550626 -0.017505388120776431 leaf_weight=80.459789693424682 1.2640009224414814 2.1864384492037052 leaf_count=2273 12 225 internal_value=0 0.000922721 internal_weight=0 82.6462 internal_count=2510 2498 is_linear=0 shrinkage=0.0204111 Tree=6649 num_leaves=4 num_cat=0 split_feature=12 47 474 split_gain=2.00353 2.90684 2.42278 threshold=0.084045000000000022 0.085270000000000026 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.9094407645797915e-05 -0.00013511884820866947 0.00014874418991579934 0.0002866300866818143 leaf_weight=45.098899231947144 23.501707403735058 7.5487859294371438 6.6175337938038856 leaf_count=738 1446 185 107 internal_value=0 -6.58215e-05 6.25962e-05 internal_weight=0 31.0505 51.7164 internal_count=2476 1631 845 is_linear=0 shrinkage=0.000400217 Tree=6650 num_leaves=3 num_cat=0 split_feature=1444 2 split_gain=1.67662 2.11052 threshold=-0.084274999999999989 0.097995000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019811209909022194 -0.0037318128997635377 0.0029928001758762388 leaf_weight=1.5676942159770977 44.433975008263587 34.398692267852311 leaf_count=28 1694 770 internal_value=0 -0.00079744 internal_weight=0 78.8327 internal_count=2492 2464 is_linear=0 shrinkage=0.0204111 Tree=6651 num_leaves=4 num_cat=0 split_feature=49 43 48 split_gain=3.59047 5.20727 2.01133 threshold=-0.088729999999999989 -0.10258499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028970392883518529 3.9062939961815888e-05 -0.00044797824349591486 -0.00023660073679558042 leaf_weight=1.974313275888562 69.399958615433206 5.8655779346736372 4.403745830508341 leaf_count=22 2300 110 66 internal_value=0 -0.000260745 2.22811e-05 internal_weight=0 7.83989 73.8037 internal_count=2498 132 2366 is_linear=0 shrinkage=0.000400217 Tree=6652 num_leaves=4 num_cat=0 split_feature=376 43 42 split_gain=1.91518 2.01215 1.86629 threshold=0.048375000000000008 0.25619500000000001 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6457952965972026e-05 -0.00012858543980682813 -0.00048765751774280659 0.00036235550943272622 leaf_weight=74.714829912540154 1.7193827796727417 1.368682364001869 3.9374277266761046 leaf_count=2223 12 142 116 internal_value=0 -2.56386e-05 0.000213535 internal_weight=0 76.0835 5.65681 internal_count=2493 2365 128 is_linear=0 shrinkage=0.000400217 Tree=6653 num_leaves=4 num_cat=0 split_feature=14 156 16 split_gain=1.86208 1.6358 0.107883 threshold=0.076175000000000007 -1.0000000180025095e-35 -0.15336499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039475839377216374 -0.00021988320729644589 2.4848336789051403e-05 -0.00046117454829972551 leaf_weight=1.4040757661932719 0.90737390256253991 81.227652726258384 1.0493019467048714 leaf_count=121 32 2263 49 internal_value=0 1.71939e-05 -0.000367238 internal_weight=0 82.6317 1.95668 internal_count=2465 2384 81 is_linear=0 shrinkage=0.000400217 Tree=6654 num_leaves=4 num_cat=0 split_feature=156 159 483 split_gain=2.3099 3.37671 2.1018 threshold=0.090100000000000013 0.11792500000000002 0.10297500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014827114707471629 -0.020991329221124681 0.019233501372591628 -0.020936476564037607 leaf_weight=70.227756328275063 4.1939436286538685 0.99556607248086937 1.6746268690694694 leaf_count=2092 206 31 99 internal_value=0 -0.0130313 0.000928822 internal_weight=0 5.18951 71.9024 internal_count=2428 237 2191 is_linear=0 shrinkage=0.0204111 Tree=6655 num_leaves=4 num_cat=0 split_feature=128 43 2 split_gain=1.97856 1.82663 0.216557 threshold=1.0000000180025095e-35 -0.51412499999999983 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002763337164868485 -0.00044622903811795565 -1.4697678447404746e-06 -0.00010543341406183415 leaf_weight=3.8797954611945888 1.5614162534639029 75.403339269889329 0.46542169360327523 leaf_count=30 148 2217 20 internal_value=0 1.24953e-05 -0.000377589 internal_weight=0 79.2831 2.02684 internal_count=2415 2247 168 is_linear=0 shrinkage=0.000400217 Tree=6656 num_leaves=4 num_cat=0 split_feature=41 3 2 split_gain=1.8534 1.80547 1.37087 threshold=0.07831500000000001 0.097665000000000016 0.09678500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020706783381982791 -0.021719683719549389 -0.0053707752304352051 -0.0001161427581684169 leaf_weight=55.527296316945467 2.7785150142735793 17.858760965224064 2.1242236038669944 leaf_count=2067 64 250 51 internal_value=0 0.000254351 -0.012571 internal_weight=0 73.3861 4.90274 internal_count=2432 2317 115 is_linear=0 shrinkage=0.0204111 Tree=6657 num_leaves=3 num_cat=0 split_feature=483 403 split_gain=2.43367 1.91721 threshold=-0.06916499999999999 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023545702071935754 -0.018537049946908177 0.0012554227355539103 leaf_weight=1.6499682005778584 1.984283788850006 74.643520558720411 leaf_count=145 299 2009 internal_value=0 0.000716596 internal_weight=0 76.6278 internal_count=2453 2308 is_linear=0 shrinkage=0.0204111 Tree=6658 num_leaves=3 num_cat=0 split_feature=1456 11 split_gain=2.23024 2.34168 threshold=-1.0000000180025095e-35 0.081365000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020398117943387712 0.0027142855693302937 -0.010382785248816737 leaf_weight=1.8421452141092221 71.80932092906005 6.0659362501173737 leaf_count=232 2071 143 internal_value=0 0.00168067 internal_weight=0 77.8753 internal_count=2446 2214 is_linear=0 shrinkage=0.0204111 Tree=6659 num_leaves=4 num_cat=0 split_feature=13 13 456 split_gain=2.07729 7.46679 2.20415 threshold=-0.084024999999999975 -0.08422499999999998 0.087225000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.916317603088162e-05 -2.0144235656515419e-05 0.0010086830499799098 -0.00043232104643312335 leaf_weight=22.808152841251289 55.999207079144981 1.2665794539207116 2.0469505445944369 leaf_count=710 1682 16 59 internal_value=0 0.00010408 -3.54837e-05 internal_weight=0 24.0747 58.0462 internal_count=2467 726 1741 is_linear=0 shrinkage=0.000400217 Tree=6660 num_leaves=4 num_cat=0 split_feature=42 457 43 split_gain=2.82531 2.76882 0.38319 threshold=-0.108275 -0.0046349999999999994 -0.24340499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023459819759156581 -0.010779580059152282 0.0033655245949285174 -0.0078930989287192468 leaf_weight=1.7863895150003375 6.1849302070622789 68.540911973766015 1.258748856054807 leaf_count=51 184 2132 90 internal_value=0 0.00218038 -0.0175332 internal_weight=0 74.7258 3.04514 internal_count=2457 2316 141 is_linear=0 shrinkage=0.0204111 Tree=6661 num_leaves=4 num_cat=0 split_feature=13 49 48 split_gain=1.81439 3.21507 1.61606 threshold=0.078685000000000019 -0.083094999999999988 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011414784988374286 0.023728080090068604 0.001320576381466912 0.0045532654979566533 leaf_weight=9.5263631331326888 2.057719719130545 57.582687452108075 12.350017116739762 leaf_count=161 14 2032 265 internal_value=0 -0.000503254 0.00745368 internal_weight=0 67.1091 14.4077 internal_count=2472 2193 279 is_linear=0 shrinkage=0.0204111 Tree=6662 num_leaves=4 num_cat=0 split_feature=484 1210 150 split_gain=2.12292 1.85974 1.66681 threshold=-0.082244999999999985 -0.08107499999999998 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046388176767027948 -0.00045191092017012974 4.0298013881785654e-05 0.00029241618868949349 leaf_weight=2.2290736880422624 1.1370654889506102 80.799019702228179 0.50123509927652765 leaf_count=228 108 2142 11 internal_value=0 3.286e-05 -0.000318989 internal_weight=0 81.9361 2.73031 internal_count=2489 2250 239 is_linear=0 shrinkage=0.000400217 Tree=6663 num_leaves=4 num_cat=0 split_feature=15 4 16 split_gain=2.60883 3.76541 1.77759 threshold=0.084050000000000014 0.18599000000000002 -0.55433999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058583550943157715 -0.00041209183375279479 0.00021962988886213276 1.9130724900923262e-05 leaf_weight=0.67431698698783193 5.2681620270723206 2.0196902812458575 73.86952877022668 leaf_count=15 815 17 1651 internal_value=0 -0.000236348 1.27878e-05 internal_weight=0 7.28785 74.5438 internal_count=2498 832 1666 is_linear=0 shrinkage=0.000400217 Tree=6664 num_leaves=4 num_cat=0 split_feature=456 49 150 split_gain=2.27571 2.14952 1.26708 threshold=0.085215000000000013 -0.14917999999999998 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028246916976754956 -0.00040644999207763334 1.4316479270872995e-05 8.2998626424628553e-05 leaf_weight=5.0155784010712514 2.9251491730101398 72.596965630262275 1.1285635108361018 leaf_count=63 123 2248 45 internal_value=0 3.20273e-05 -0.000271618 internal_weight=0 77.6125 4.05371 internal_count=2479 2311 168 is_linear=0 shrinkage=0.000400217 Tree=6665 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=3.41433 4.87015 3.09765 threshold=0.10776500000000001 0.11439500000000001 -0.52595999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0057743864805815392 -0.0091419552375724307 0.014163412800158382 0.0090841947672293082 leaf_weight=45.61570175954057 4.7027935634832856 5.6379451053217045 20.290834754057869 leaf_count=1945 57 46 406 internal_value=0 -0.00355512 0.00562929 internal_weight=0 51.2536 24.9936 internal_count=2454 1991 463 is_linear=0 shrinkage=0.0204111 Tree=6666 num_leaves=4 num_cat=0 split_feature=13 483 4 split_gain=1.83821 2.28615 0.662103 threshold=-0.42441999999999996 0.096460000000000018 -0.065239999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0038605837539823608 0.0022689614095452253 -0.018148895411505439 -0.021036897458680287 leaf_weight=1.886460106354207 74.601308668148704 2.2455066322436315 1.8702624008728879 leaf_count=18 2255 143 58 internal_value=0 0.0016468 -0.0127731 internal_weight=0 76.8468 3.75672 internal_count=2474 2398 76 is_linear=0 shrinkage=0.0204111 Tree=6667 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=1.8077 1.77716 threshold=0.087855000000000016 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010430773802669866 -0.016775183779838443 -0.018420752660070979 leaf_weight=74.561392581225846 2.4868792745692181 1.894991546159871 leaf_count=2329 59 78 internal_value=0 0.00053443 internal_weight=0 76.4564 internal_count=2466 2407 is_linear=0 shrinkage=0.0204111 Tree=6668 num_leaves=3 num_cat=0 split_feature=376 1456 split_gain=2.42228 2.60587 threshold=0.088470000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010235502941346893 0.019097855277698299 -0.021883258465388349 leaf_weight=75.798322612166885 2.8859102849528417 2.0150159436889217 leaf_count=2225 51 212 internal_value=0 0.000399776 internal_weight=0 77.8133 internal_count=2488 2437 is_linear=0 shrinkage=0.0204111 Tree=6669 num_leaves=4 num_cat=0 split_feature=3 47 48 split_gain=2.27686 3.13028 1.89228 threshold=-0.12077499999999998 0.086380000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042245624964845971 1.1929185192532615e-05 -0.0002013369717306326 6.7307669681193377e-05 leaf_weight=2.724869241705167 47.324269151395129 14.255207953247007 16.168500154612047 leaf_count=26 1904 287 250 internal_value=0 -3.77162e-05 0.000120716 internal_weight=0 61.5795 18.8934 internal_count=2467 2191 276 is_linear=0 shrinkage=0.000400217 Tree=6670 num_leaves=4 num_cat=0 split_feature=1 42 12 split_gain=2.49777 5.1846 2.73703 threshold=1.0000000180025095e-35 0.084050000000000014 0.10340500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2095828680303451e-05 2.2864368739474417e-05 -0.00041712482887216079 0.00029518912540185227 leaf_weight=17.21456690453488 48.90761050949186 5.991774366802928 6.6162495826574732 leaf_count=652 1052 609 120 internal_value=0 -0.000100198 5.58435e-05 internal_weight=0 23.2063 55.5239 internal_count=2433 1261 1172 is_linear=0 shrinkage=0.000400217 Tree=6671 num_leaves=4 num_cat=0 split_feature=43 123 132 split_gain=2.35636 2.31 0.113712 threshold=0.2506000000000001 0.088610000000000008 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5659082429425423e-05 -0.00024004996253667807 0.00031517262765085768 -0.00053955962487874369 leaf_weight=75.437898146421503 0.58163465699726646 3.2134588632761725 1.2086944840812055 leaf_count=2184 69 104 85 internal_value=0 -1.13055e-05 -0.000462113 internal_weight=0 78.6514 1.79033 internal_count=2442 2288 154 is_linear=0 shrinkage=0.000400217 Tree=6672 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=2.55626 4.35473 2.47122 threshold=-0.060129999999999996 -0.10674499999999999 -0.38908499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7047669402321032e-05 -2.0361211513331271e-06 -0.00015449111652898756 0.00024563911355222543 leaf_weight=36.394659628329464 10.886355366965292 20.103815934060549 15.725182342051992 leaf_count=432 172 1573 282 internal_value=0 -5.48324e-06 0.000144735 internal_weight=0 56.4985 26.6115 internal_count=2459 2005 454 is_linear=0 shrinkage=0.000400217 Tree=6673 num_leaves=4 num_cat=0 split_feature=2 16 15 split_gain=2.09153 5.10891 2.06015 threshold=0.089810000000000015 0.020675000000000002 0.097210000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0091007261863941934 0.0038161596056775385 0.0094710097514791002 -0.014282098628025345 leaf_weight=22.689961910344213 43.888485531333572 8.3589687864478019 2.6772037191585687 leaf_count=1140 960 199 172 internal_value=0 -0.00408479 0.00274387 internal_weight=0 31.0489 46.5657 internal_count=2471 1339 1132 is_linear=0 shrinkage=0.0204111 Tree=6674 num_leaves=4 num_cat=0 split_feature=13 13 457 split_gain=1.88156 8.63251 3.15553 threshold=-0.084024999999999975 -0.084169999999999981 -0.14941999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066613007335384223 0.020973035681943013 0.053561266615481572 -0.004157930697887083 leaf_weight=22.124152579686783 2.0574433365836731 1.2529237922717573 52.386394457085771 leaf_count=713 14 12 1689 internal_value=0 0.00374291 -0.00316713 internal_weight=0 23.3771 54.4438 internal_count=2428 725 1703 is_linear=0 shrinkage=0.0204111 Tree=6675 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=1.87874 2.04768 threshold=-0.52082499999999987 -0.54165499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043204493371852668 0.00031898296127568626 1.362796727214418e-05 leaf_weight=1.3360042729764234 3.5807019296917124 74.496950360558913 leaf_count=40 71 2353 internal_value=0 2.80685e-05 internal_weight=0 78.0777 internal_count=2464 2424 is_linear=0 shrinkage=0.000400217 Tree=6676 num_leaves=4 num_cat=0 split_feature=4 52 44 split_gain=2.22707 3.55761 2.35266 threshold=-0.26545999999999997 0.10068500000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019828316894261219 0.0020143939194467845 0.0073069108843284219 -0.023191522889566111 leaf_weight=5.204694059386382 69.453522314640395 3.1634095574263483 1.466127662512007 leaf_count=156 2267 29 35 internal_value=0 -0.0096093 0.00145757 internal_weight=0 8.3681 70.9196 internal_count=2487 185 2302 is_linear=0 shrinkage=0.0204111 Tree=6677 num_leaves=4 num_cat=0 split_feature=403 1429 15 split_gain=2.25617 1.55764 0.520459 threshold=-0.088654999999999984 -1.0000000180025095e-35 -0.23060499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010888263844777184 -0.020658185369418151 0.0003567135655574516 -0.021685917535368499 leaf_weight=0.15629270553472485 1.3863468823055871 76.070823614883921 2.3584467096807193 leaf_count=12 114 2018 313 internal_value=0 -4.86924e-05 -0.0192836 internal_weight=0 77.4572 2.51474 internal_count=2457 2132 325 is_linear=0 shrinkage=0.0204111 Tree=6678 num_leaves=4 num_cat=0 split_feature=457 133 49 split_gain=2.79751 2.17711 2.07788 threshold=-0.0046349999999999994 -0.39935999999999994 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036991149690220699 -0.00050528701163295392 4.2467679676940718e-05 6.5068487149285857e-05 leaf_weight=4.9469119696659618 1.0694060741952842 73.350632007211971 2.6513016469834829 leaf_count=151 134 2126 52 internal_value=0 3.38493e-05 -0.00021939 internal_weight=0 74.42 7.59821 internal_count=2463 2260 203 is_linear=0 shrinkage=0.000400217 Tree=6679 num_leaves=4 num_cat=0 split_feature=3 12 2 split_gain=2.61346 2.98127 2.49861 threshold=-0.097754999999999995 0.084045000000000022 0.086635000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037532045449436137 0.00084069805653825094 -0.01009882292612771 0.010589500892346632 leaf_weight=7.205020974462971 42.481812918289506 13.61563946971455 16.518069269535772 leaf_count=125 712 1381 238 internal_value=0 -0.0018293 0.00623626 internal_weight=0 56.0975 23.7231 internal_count=2456 2093 363 is_linear=0 shrinkage=0.0204111 Tree=6680 num_leaves=3 num_cat=0 split_feature=457 1 split_gain=2.14959 2.10645 threshold=-0.15747999999999998 0.11332500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017351896363720264 -0.0026000833228871645 0.0055445120667930075 leaf_weight=2.7095062350854269 59.380462156987051 16.902448923028714 leaf_count=25 2129 351 internal_value=0 -0.000789957 internal_weight=0 76.2829 internal_count=2505 2480 is_linear=0 shrinkage=0.0204111 Tree=6681 num_leaves=4 num_cat=0 split_feature=1213 475 9 split_gain=1.88608 2.70086 1.62076 threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.036024999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020286541193099639 0.021456689354745141 -0.022046266034179991 0.00074843302476169742 leaf_weight=0.69545197486877475 1.4974922069231968 2.9545425107407928 73.343263988435865 leaf_count=2 71 392 1990 internal_value=0 -0.0136167 0.00119422 internal_weight=0 3.64999 74.8408 internal_count=2455 394 2061 is_linear=0 shrinkage=0.0204111 Tree=6682 num_leaves=3 num_cat=0 split_feature=1374 2 split_gain=3.83507 2.19964 threshold=-0.094929999999999987 0.14753000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025378638612635205 -0.00051199579099231267 0.016320556909082191 leaf_weight=2.4035612672450943 72.494814066304571 3.2731748703372423 leaf_count=43 2304 110 internal_value=0 0.000238179 internal_weight=0 75.768 internal_count=2457 2414 is_linear=0 shrinkage=0.0204111 Tree=6683 num_leaves=3 num_cat=0 split_feature=9 3 split_gain=2.38452 1.93715 threshold=-1.0000000180025095e-35 -0.10115999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022149869746892134 0.0042534993985083609 -0.0029260108111803657 leaf_weight=1.827351767955405 22.2456410688701 52.143637918965396 leaf_count=68 343 2034 internal_value=0 -0.000775858 internal_weight=0 74.3893 internal_count=2445 2377 is_linear=0 shrinkage=0.0204111 Tree=6684 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=2.8675 2.82441 2.4857 threshold=0.11588000000000001 -0.18113999999999997 0.38845000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044413841310354097 -0.010155786814366626 0.012413050163472834 -0.022637571726892541 leaf_weight=62.241331029151297 2.7126124142669132 13.061576749321828 2.064227805727568 leaf_count=1959 28 306 177 internal_value=0 0.00848777 -0.00119466 internal_weight=0 15.7742 64.3056 internal_count=2470 334 2136 is_linear=0 shrinkage=0.0204111 Tree=6685 num_leaves=3 num_cat=0 split_feature=148 48 split_gain=2.16124 4.98849 threshold=-0.082084999999999977 -0.032929999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016866791022875239 0.019418514370257246 -0.001069386245561888 leaf_weight=3.0478233777685082 5.2105582197691538 70.85657535210612 leaf_count=71 95 2325 internal_value=0 0.000360503 internal_weight=0 76.0671 internal_count=2491 2420 is_linear=0 shrinkage=0.0204111 Tree=6686 num_leaves=3 num_cat=0 split_feature=457 1 split_gain=1.80859 1.90886 threshold=-0.22896499999999997 0.10044000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033786567661143611 -6.5963884497542583e-05 6.1819548784376624e-05 leaf_weight=2.3183515573327886 44.877016435832047 31.96590355362423 leaf_count=25 1855 625 internal_value=0 -1.27946e-05 internal_weight=0 76.8429 internal_count=2505 2480 is_linear=0 shrinkage=0.000400217 Tree=6687 num_leaves=4 num_cat=0 split_feature=15 15 51 split_gain=2.11898 2.58197 2.31644 threshold=-0.24269999999999997 -0.19301999999999997 0.12200500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033768448112444149 -0.0004917700341338767 -5.0683985986387584e-06 -0.00025767085827552996 leaf_weight=5.1653086210135362 1.6763157763489278 73.772738344394384 1.2176667745225129 leaf_count=192 54 2227 11 internal_value=0 -1.65946e-05 0.000221626 internal_weight=0 75.4491 6.38298 internal_count=2484 2281 203 is_linear=0 shrinkage=0.000400217 Tree=6688 num_leaves=4 num_cat=0 split_feature=41 456 4 split_gain=2.14602 2.09166 1.1926 threshold=0.075585000000000013 0.084065000000000015 0.40404500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001191009443836171 -0.020423234152397021 -0.015104197103385638 -0.00010513423891266656 leaf_weight=71.029073931715175 3.2263126175021162 3.3285655258878242 1.8839128429535774 leaf_count=2185 100 152 23 internal_value=0 0.000439953 -0.0130957 internal_weight=0 74.3576 5.11023 internal_count=2460 2337 123 is_linear=0 shrinkage=0.0204111 Tree=6689 num_leaves=4 num_cat=0 split_feature=157 49 133 split_gain=2.23654 2.75307 2.47472 threshold=-0.076494999999999994 -0.0058449999999999986 0.083810000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012364013189928963 -0.0045952887706634665 0.012603978046468799 0.0056842531301833921 leaf_weight=2.2444554023968513 53.018028123799013 8.4818803892676424 11.851425257707886 leaf_count=86 1446 226 691 internal_value=0 0.00730574 -0.00271069 internal_weight=0 10.7263 64.8695 internal_count=2449 312 2137 is_linear=0 shrinkage=0.0204111 Tree=6690 num_leaves=4 num_cat=0 split_feature=43 43 43 split_gain=2.30336 2.95377 2.2095 threshold=-0.074459999999999985 -0.00051499999999999994 -0.07581499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.7919947671158056e-05 -0.00031183201240142099 -4.1627609261963669e-06 0.0005844241542230581 leaf_weight=27.543513068154429 5.4768790504786002 47.310632657448878 1.3451251876249433 leaf_count=940 603 909 16 internal_value=0 -3.66769e-05 0.000103669 internal_weight=0 52.7875 28.8886 internal_count=2468 1512 956 is_linear=0 shrinkage=0.000400217 Tree=6691 num_leaves=4 num_cat=0 split_feature=1429 401 474 split_gain=2.39393 2.15034 0.340079 threshold=-1.0000000180025095e-35 0.08618000000000002 -0.14697499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00079960852052132021 5.8938968787176956e-05 -0.00033216873905364395 -0.00030074220970860134 leaf_weight=0.31105421736720007 80.275874896220557 2.2063875845706198 1.0490547062727262 leaf_count=15 2140 211 109 internal_value=0 4.80408e-05 -0.000466973 internal_weight=0 82.4823 1.36011 internal_count=2475 2351 124 is_linear=0 shrinkage=0.000400217 Tree=6692 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=1.85251 2.87304 threshold=-0.51412499999999983 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013605571997908805 -0.0044152608843063086 0.0035566669161764147 leaf_weight=4.0004467869366627 37.874043660420284 37.245681083149975 leaf_count=42 1708 745 internal_value=0 -0.000463228 internal_weight=0 75.1197 internal_count=2495 2453 is_linear=0 shrinkage=0.0204111 Tree=6693 num_leaves=3 num_cat=0 split_feature=14 1375 split_gain=2.4806 2.41112 threshold=0.076175000000000007 -0.43150999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.027063890779316976 -0.023379182747666448 0.00079828091170276933 leaf_weight=1.2045159080080328 1.7727933911864955 75.569570872035001 leaf_count=12 78 2376 internal_value=0 0.000322373 internal_weight=0 76.7741 internal_count=2466 2388 is_linear=0 shrinkage=0.0204111 Tree=6694 num_leaves=4 num_cat=0 split_feature=133 43 1 split_gain=1.87286 2.50149 2.2015 threshold=0.10637000000000002 0.095890000000000017 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.03913949444269e-06 -0.00050995861321849879 0.00024898752798261785 0.00027419288957806733 leaf_weight=72.12696264736951 2.056121477275155 6.9224472854984915 0.69881913429708209 leaf_count=1914 300 225 26 internal_value=0 2.11772e-05 -0.00030811 internal_weight=0 79.0494 2.75494 internal_count=2465 2139 326 is_linear=0 shrinkage=0.000400217 Tree=6695 num_leaves=4 num_cat=0 split_feature=0 2 14 split_gain=3.2 4.25072 2.97662 threshold=-0.10674499999999999 0.11370000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031278578938576085 -0.00015081548656002746 0.00016304335510375568 0.00010518701269503768 leaf_weight=2.8559306239330899 34.323827974239975 8.5491240007759171 34.329239706756198 leaf_count=43 1743 270 408 internal_value=0 -8.79685e-05 7.22428e-05 internal_weight=0 42.873 37.1852 internal_count=2464 2013 451 is_linear=0 shrinkage=0.000400217 Tree=6696 num_leaves=4 num_cat=0 split_feature=157 49 43 split_gain=2.77024 2.14788 0.530932 threshold=-0.084489999999999996 -0.10919499999999999 -0.088099999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9069988771401854e-05 -0.00021919983801707926 4.4604044242300248e-05 -0.00043632652508695331 leaf_weight=0.71405257795595423 5.1932557850523144 72.652013707691367 2.4242397248872285 leaf_count=32 80 2226 157 internal_value=0 2.67155e-05 -0.000350399 internal_weight=0 77.8453 3.13829 internal_count=2495 2306 189 is_linear=0 shrinkage=0.000400217 Tree=6697 num_leaves=4 num_cat=0 split_feature=483 1 481 split_gain=2.08264 1.86063 0.242205 threshold=0.096460000000000018 0.13662500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9981097304527551e-05 -0.00010356321579753252 0.00027382287842504457 -0.00043027353662340566 leaf_weight=73.041005316574228 0.57300155905250028 4.8279319630819364 1.5843821294183715 leaf_count=2216 46 121 93 internal_value=0 3.609e-05 -0.00035289 internal_weight=0 77.8689 2.15738 internal_count=2476 2337 139 is_linear=0 shrinkage=0.000400217 Tree=6698 num_leaves=4 num_cat=0 split_feature=42 0 42 split_gain=2.10839 2.09667 1.91438 threshold=-1.0000000180025095e-35 -0.00017999999999999998 0.084050000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01533312956545309 0.0028286363505101871 0.007237993637191513 -0.0045368885584266567 leaf_weight=6.7834553550692362 49.913100520891021 2.2069102821405959 20.709422406123849 leaf_count=658 692 31 1087 internal_value=0 -0.0097716 0.000664999 internal_weight=0 8.99037 70.6225 internal_count=2468 689 1779 is_linear=0 shrinkage=0.0204111 Tree=6699 num_leaves=3 num_cat=0 split_feature=44 133 split_gain=1.92682 1.90801 threshold=1.0000000180025095e-35 -0.39935999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045770459437935392 -0.00036248111066584091 2.7596741324075373e-05 leaf_weight=1.2077068865910394 2.0600865837186566 78.225244311981442 leaf_count=135 43 2292 internal_value=0 1.95843e-05 internal_weight=0 79.433 internal_count=2470 2427 is_linear=0 shrinkage=0.000400217 Tree=6700 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=2.24234 2.05338 threshold=-0.097454999999999986 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023863580607433203 -0.0051864115135388366 0.0020241737638870497 leaf_weight=1.5665678129880678 22.886366050413926 57.705895539573248 leaf_count=35 1264 1190 internal_value=0 -2.78228e-05 internal_weight=0 80.5923 internal_count=2489 2454 is_linear=0 shrinkage=0.0204111 Tree=6701 num_leaves=4 num_cat=0 split_feature=133 52 15 split_gain=1.98996 1.68375 0.218213 threshold=-0.24264499999999997 -0.51498499999999992 -0.24185499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.8680808395519333e-05 -0.00038404968590121985 2.9036302519718007e-05 -0.00050405070550929825 leaf_weight=0.30505935558176123 1.5015028599082132 77.865218159462529 1.1778731545364269 leaf_count=7 176 2143 144 internal_value=0 2.06913e-05 -0.000430828 internal_weight=0 79.3667 1.48293 internal_count=2470 2319 151 is_linear=0 shrinkage=0.000400217 Tree=6702 num_leaves=4 num_cat=0 split_feature=1 43 15 split_gain=2.32895 4.23337 2.50579 threshold=0.088975000000000012 -0.51412499999999983 -0.034554999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033330254862233929 0.00010440663676676721 -0.00014190318957101947 -9.4616805902858136e-05 leaf_weight=3.2400661761639631 33.947372111484583 29.10355349159363 14.323705418755706 leaf_count=30 565 1505 379 internal_value=0 -9.33132e-05 4.52672e-05 internal_weight=0 32.3436 48.2711 internal_count=2479 1535 944 is_linear=0 shrinkage=0.000400217 Tree=6703 num_leaves=4 num_cat=0 split_feature=1 14 16 split_gain=1.84103 2.88558 0.599524 threshold=0.13662500000000002 0.062655000000000016 -0.059624999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004906934776217637 0.018765615608935117 -0.026070251628571541 0.0041289204358288499 leaf_weight=71.80862519522816 2.7659365029103355 1.633424186880801 2.0924757861794197 leaf_count=2261 88 86 42 internal_value=0 -0.000138835 0.0126967 internal_weight=0 73.442 4.85841 internal_count=2477 2347 130 is_linear=0 shrinkage=0.0204111 Tree=6704 num_leaves=4 num_cat=0 split_feature=41 16 43 split_gain=2.2266 3.0874 2.11147 threshold=1.0000000180025095e-35 -0.53221499999999988 -0.074459999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012404069620787866 0.00023823327066774174 -0.00041266806759420837 -1.780783023613461e-05 leaf_weight=25.360956146038006 1.5453924541361628 3.9962168648999059 49.3482873130597 leaf_count=909 25 109 1411 internal_value=0 -0.000230028 3.04579e-05 internal_weight=0 5.54161 74.7092 internal_count=2454 134 2320 is_linear=0 shrinkage=0.000400217 Tree=6705 num_leaves=4 num_cat=0 split_feature=52 13 39 split_gain=2.85618 2.46025 0.974194 threshold=-0.24526499999999998 -0.24588999999999997 0.15438500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020523447146936574 0.01384275382829526 0.00041943582650098458 0.0060513397463687144 leaf_weight=3.2733852985547851 6.0793165443974422 70.139696534180985 0.63933082669973362 leaf_count=279 122 2064 4 internal_value=0 0.00150883 -0.0161336 internal_weight=0 76.219 3.91272 internal_count=2469 2186 283 is_linear=0 shrinkage=0.0204111 Tree=6706 num_leaves=3 num_cat=0 split_feature=160 403 split_gain=2.07794 1.79708 threshold=-0.40446999999999994 0.090880000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022032366169890714 0.0013128623614590232 -0.01719101124051825 leaf_weight=1.5922847894707945 72.908552948152646 2.1423600136477026 leaf_count=194 2106 193 internal_value=0 0.000759839 internal_weight=0 75.0509 internal_count=2493 2299 is_linear=0 shrinkage=0.0204111 Tree=6707 num_leaves=4 num_cat=0 split_feature=52 47 52 split_gain=2.93092 3.58645 3.57775 threshold=0.077655000000000016 0.13011000000000003 0.084105000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017476671670204264 0.033921218959525039 -0.02600900803418045 0.0034983277490438607 leaf_weight=52.252943233857877 1.6703334613121139 2.5575962680959483 17.130814273881697 leaf_count=1555 36 37 800 internal_value=0 -0.00293048 0.00638598 internal_weight=0 54.8105 18.8011 internal_count=2428 1592 836 is_linear=0 shrinkage=0.0204111 Tree=6708 num_leaves=3 num_cat=0 split_feature=1456 3 split_gain=2.1779 1.91908 threshold=-1.0000000180025095e-35 -0.097754999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020598036635381477 0.005849639141928948 -0.0011613847217808837 leaf_weight=1.9028285933636642 22.897300449161776 55.404209276901383 leaf_count=216 339 1881 internal_value=0 0.000894238 internal_weight=0 78.3015 internal_count=2436 2220 is_linear=0 shrinkage=0.0204111 Tree=6709 num_leaves=4 num_cat=0 split_feature=3 133 12 split_gain=2.68042 2.32622 0.806997 threshold=0.17646500000000004 0.099280000000000021 -0.040564999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8099067141082158e-06 3.5284880610749194e-05 -0.00033898156172521883 0.00042046284687980492 leaf_weight=69.816859157517683 1.2604097991134038 3.3703199110786946 2.8779449751018538 leaf_count=1923 56 366 61 internal_value=0 -1.9739e-05 0.00030717 internal_weight=0 73.1872 4.13835 internal_count=2406 2289 117 is_linear=0 shrinkage=0.000400217 Tree=6710 num_leaves=3 num_cat=0 split_feature=8 376 split_gain=2.14398 2.15075 threshold=1.0000000180025095e-35 0.088470000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00019009728903373766 0.017929633179080928 0.017558788743361586 leaf_weight=72.543955300172456 2.9499416885082601 2.8483473726737421 leaf_count=2359 53 50 internal_value=0 0.000505506 internal_weight=0 75.3923 internal_count=2462 2409 is_linear=0 shrinkage=0.0204111 Tree=6711 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=2.05711 2.02429 threshold=-0.53670499999999988 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043433887070685746 -4.0085774355381384e-05 0.0004235417192921439 leaf_weight=1.4432570915669192 74.02862591173016 1.4283025841577899 leaf_count=15 2444 20 internal_value=0 -3.06954e-05 internal_weight=0 75.4569 internal_count=2479 2464 is_linear=0 shrinkage=0.000400217 Tree=6712 num_leaves=4 num_cat=0 split_feature=484 403 457 split_gain=2.1582 2.0301 1.18882 threshold=-0.082244999999999985 0.090880000000000016 -0.096529999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022852092030798305 3.6679196365455132e-05 -0.00037314151226602014 -0.00044961007170538547 leaf_weight=0.43100542423781041 74.382865075793234 1.8762395873345656 2.2146341388070132 leaf_count=5 2042 190 232 internal_value=0 2.60639e-05 -0.000334342 internal_weight=0 76.2591 2.64564 internal_count=2469 2232 237 is_linear=0 shrinkage=0.000400217 Tree=6713 num_leaves=4 num_cat=0 split_feature=16 16 151 split_gain=2.26512 5.24675 2.60239 threshold=-0.066784999999999983 -0.014034999999999997 -0.27336999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021131151205128623 -0.022377051708312678 -0.00046610710912400687 0.0045588464242670374 leaf_weight=1.6069692862220097 5.1735892316082746 32.889387719429578 38.022475352679976 leaf_count=21 262 977 1230 internal_value=0 -0.00350118 0.00346052 internal_weight=0 38.063 39.6294 internal_count=2490 1239 1251 is_linear=0 shrinkage=0.0204111 Tree=6714 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=1.78686 3.4226 threshold=-0.5356749999999999 0.18307500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036831870082309294 -4.4082872494254295e-06 0.00045241857200844842 leaf_weight=1.9205323075584591 73.533723439522873 2.6121893559757146 leaf_count=27 2353 94 internal_value=0 1.19044e-05 internal_weight=0 76.1459 internal_count=2474 2447 is_linear=0 shrinkage=0.000400217 Tree=6715 num_leaves=4 num_cat=0 split_feature=47 47 0 split_gain=2.14122 2.81959 1.09365 threshold=0.11768500000000003 0.11312500000000002 -0.061684999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022746849282871882 -0.020585943990446033 0.024054139399220138 -0.0016480088488083076 leaf_weight=73.089710713946261 3.0591723659599666 1.9361506662971795 2.1544918352738014 leaf_count=2331 72 19 31 internal_value=0 0.000434064 -0.0129592 internal_weight=0 75.0259 5.21366 internal_count=2453 2350 103 is_linear=0 shrinkage=0.0204111 Tree=6716 num_leaves=4 num_cat=0 split_feature=13 13 484 split_gain=2.26049 7.51971 2.50903 threshold=-0.084024999999999975 -0.084169999999999981 0.085515000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032013467382333433 -0.0032597962727005073 0.052602119362811166 0.0094794418920000258 leaf_weight=21.959255691759612 46.411030609138834 1.2529348167372507 7.3661309762646843 leaf_count=711 1544 11 166 internal_value=0 0.00610759 -0.00149877 internal_weight=0 23.2122 53.7772 internal_count=2432 722 1710 is_linear=0 shrinkage=0.0204111 Tree=6717 num_leaves=3 num_cat=0 split_feature=376 158 split_gain=1.96613 1.6843 threshold=0.088470000000000007 0.094850000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00094323186768469145 0.016736685293403324 -0.013719256234802343 leaf_weight=72.378737664955224 3.0400556848617262 3.3058686987897081 leaf_count=2213 58 199 internal_value=0 0.000283461 internal_weight=0 75.6846 internal_count=2470 2412 is_linear=0 shrinkage=0.0204111 Tree=6718 num_leaves=3 num_cat=0 split_feature=1366 52 split_gain=1.90347 1.9635 threshold=-1.0000000180025095e-35 -0.51498499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033487491460212871 -0.00038504386974721675 5.2744127515038535e-05 leaf_weight=2.0789781769562969 1.5660287170394429 76.54330679362738 leaf_count=53 187 2231 internal_value=0 4.34282e-05 internal_weight=0 78.1093 internal_count=2471 2418 is_linear=0 shrinkage=0.000400217 Tree=6719 num_leaves=4 num_cat=0 split_feature=4 4 13 split_gain=2.62031 1.72088 0.857421 threshold=-0.49367499999999992 -0.080924999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.005725575482831648 0.0066030546099336562 -0.0010048830394038882 -0.025814012736030557 leaf_weight=1.7203080571489411 16.125591204208831 52.136955292503444 1.9077844915445883 leaf_count=33 550 1740 88 internal_value=0 0.000800202 -0.0167454 internal_weight=0 68.2625 3.62809 internal_count=2411 2290 121 is_linear=0 shrinkage=0.0204111 Tree=6720 num_leaves=4 num_cat=0 split_feature=2 1429 151 split_gain=2.49109 2.87351 1.85856 threshold=0.097360000000000016 0.084545000000000009 -0.41249499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4233467422526241e-05 -0.00031374968338326517 0.00024133652757586161 0.00012570348426715371 leaf_weight=39.703339516043343 1.5123092224821437 5.11886728517129 32.815964228884695 leaf_count=1563 21 111 762 internal_value=0 -3.76826e-05 0.000105387 internal_weight=0 44.8222 34.3283 internal_count=2457 1674 783 is_linear=0 shrinkage=0.000400217 Tree=6721 num_leaves=4 num_cat=0 split_feature=483 1210 43 split_gain=1.8932 1.84896 0.152123 threshold=0.10297500000000001 -0.08107499999999998 -0.075504999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004439788167974156 -0.00016719541354483244 4.102800372796748e-05 -0.00044821069986976879 leaf_weight=1.1676004336040922 0.6602531414682743 80.301326108477951 1.1983690559427476 leaf_count=112 44 2263 61 internal_value=0 3.34771e-05 -0.000363556 internal_weight=0 81.4689 1.85862 internal_count=2480 2375 105 is_linear=0 shrinkage=0.000400217 Tree=6722 num_leaves=4 num_cat=0 split_feature=484 42 148 split_gain=2.66753 2.24729 1.71675 threshold=-1.0000000180025095e-35 0.10146500000000001 -0.12018999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040516962766753441 4.7263995251173322e-05 -0.00022575961812852888 -0.00032300903920558141 leaf_weight=0.47974589467048634 69.86306483638873 5.0762964121458927 5.1589063675673961 leaf_count=1 1792 241 403 internal_value=0 2.84605e-05 -0.000254372 internal_weight=0 74.9394 5.63865 internal_count=2437 2033 404 is_linear=0 shrinkage=0.000400217 Tree=6723 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=2.53514 3.94098 2.29819 threshold=0.094405000000000003 -0.10919499999999999 0.084860000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057885869196944396 0.0077081819157169508 -0.0080915114269757907 -0.0024923088657830524 leaf_weight=12.195041453440352 22.285379722197831 27.690194506394619 15.545198710817202 leaf_count=157 503 1558 233 internal_value=0 -0.0038433 0.00352165 internal_weight=0 39.8852 37.8306 internal_count=2451 1715 736 is_linear=0 shrinkage=0.0204111 Tree=6724 num_leaves=4 num_cat=0 split_feature=0 151 48 split_gain=3.51233 4.21408 4.16282 threshold=-0.10674499999999999 0.085465000000000013 0.12474000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0071699971888615002 -0.0025194674230644468 -0.033513109662946856 -0.01654244052858932 leaf_weight=31.220942835083406 39.290597361507025 1.8065793446439773 3.3149212472544596 leaf_count=399 1913 50 33 internal_value=0 -0.00396926 0.00484786 internal_weight=0 41.0972 34.5359 internal_count=2395 1963 432 is_linear=0 shrinkage=0.0204111 Tree=6725 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=2.52159 3.65251 2.4472 threshold=-0.23071499999999998 0.053930000000000006 0.079805000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026706119998815572 -0.0051709165682908712 -0.0011764395888048053 0.0040613231838423827 leaf_weight=3.1489554485888211 15.468750654537869 8.2591740441275743 51.473199667743756 leaf_count=68 1252 123 1000 internal_value=0 -0.0084144 0.00192289 internal_weight=0 11.4081 66.942 internal_count=2443 191 2252 is_linear=0 shrinkage=0.0204111 Tree=6726 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=2.52404 2.52741 threshold=-0.14917999999999998 -0.10919499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00024573000612280012 -0.00043027442703496703 -2.8068558226505896e-05 leaf_weight=5.1082216315844553 2.4829440900939508 71.129624066134056 leaf_count=73 33 2348 internal_value=0 -4.22678e-05 internal_weight=0 73.6126 internal_count=2454 2381 is_linear=0 shrinkage=0.000400217 Tree=6727 num_leaves=4 num_cat=0 split_feature=48 4 48 split_gain=1.63314 3.60127 3.25644 threshold=0.093265000000000015 0.051220000000000009 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011670327049406674 0.01537296699530869 -0.0044927833639590792 -0.013357910412985773 leaf_weight=56.82375402053276 8.7971006724728777 6.5606475069653234 7.1374794556177212 leaf_count=2047 182 86 136 internal_value=0 0.00691546 -0.000474326 internal_weight=0 15.3577 63.9612 internal_count=2451 268 2183 is_linear=0 shrinkage=0.0204111 Tree=6728 num_leaves=4 num_cat=0 split_feature=43 4 12 split_gain=1.71929 2.77761 1.13399 threshold=-0.18545499999999995 -0.49367499999999992 0.10016000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013010447686518295 -0.020833461631181306 1.22172459981882e-05 -0.0021990288606020059 leaf_weight=6.5971549777750607 2.6590311155887312 68.325038398837933 2.8943047784996452 leaf_count=83 120 2190 77 internal_value=0 -0.000800233 0.00840094 internal_weight=0 70.9841 9.49146 internal_count=2470 2310 160 is_linear=0 shrinkage=0.0204111 Tree=6729 num_leaves=4 num_cat=0 split_feature=156 159 159 split_gain=2.34547 2.33353 1.57257 threshold=0.091015000000000013 0.11259000000000001 0.11792500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019512717436411323 -0.018945936420599711 -0.022258920053961441 0.011889399849370368 leaf_weight=71.340925149098439 3.7528223565623184 1.5864663856300456 0.75828036192251591 leaf_count=2147 188 90 28 internal_value=0 0.00139129 -0.0136003 internal_weight=0 72.9274 4.5111 internal_count=2453 2237 216 is_linear=0 shrinkage=0.0204111 Tree=6730 num_leaves=4 num_cat=0 split_feature=1 3 1 split_gain=2.19573 3.44079 1.95677 threshold=0.077765000000000015 0.10812000000000001 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0088539057948212024 0.026141904443523437 0.011499389181845081 0.001594221802162277 leaf_weight=19.206796049239532 1.2753492648480449 4.1143644377589217 55.831149478199222 leaf_count=1271 5 17 1157 internal_value=0 -0.00522535 0.00219252 internal_weight=0 23.3212 57.1065 internal_count=2450 1288 1162 is_linear=0 shrinkage=0.0204111 Tree=6731 num_leaves=4 num_cat=0 split_feature=43 148 16 split_gain=2.19913 2.08104 1.0089 threshold=-0.15786499999999998 -0.084449999999999983 -0.19187499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043613111913758611 -0.00039817472197110904 -5.0793476366643739e-06 0.00011686936799258284 leaf_weight=1.8788397717289615 2.1170353307388714 67.003799799105764 8.584288216508865 leaf_count=21 46 2212 172 internal_value=0 -1.77436e-05 0.000178209 internal_weight=0 69.1208 10.4631 internal_count=2451 2258 193 is_linear=0 shrinkage=0.000400217 Tree=6732 num_leaves=4 num_cat=0 split_feature=124 4 123 split_gain=2.33757 3.03044 1.27078 threshold=-0.043384999999999993 -0.49367499999999992 0.08592000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3528765996860039e-05 -0.00046607133842233636 -2.0554847148096176e-05 0.00037258424555583795 leaf_weight=3.5636808998897314 2.4282825727714217 66.023915799999486 3.4555032249700162 leaf_count=107 116 2150 101 internal_value=0 -3.70945e-05 0.000203673 internal_weight=0 68.4522 7.01918 internal_count=2474 2266 208 is_linear=0 shrinkage=0.000400217 Tree=6733 num_leaves=4 num_cat=0 split_feature=1447 157 2 split_gain=2.55036 1.76892 0.069954 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.11585500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02249999185538409 -0.011828828541327436 0.0022218038546815166 -0.0082828381792326537 leaf_weight=1.7644974224986065 3.8292481369026055 70.973720800522642 0.34878464101711859 leaf_count=224 171 2065 16 internal_value=0 0.00148593 -0.0206884 internal_weight=0 74.803 2.11328 internal_count=2476 2236 240 is_linear=0 shrinkage=0.0204111 Tree=6734 num_leaves=4 num_cat=0 split_feature=12 16 474 split_gain=2.6287 3.54707 2.64799 threshold=0.084045000000000022 -0.092969999999999983 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0193645062385744e-05 5.8611256528982916e-05 -0.0002151310449808134 0.0002969248141742835 leaf_weight=43.90171669999836 13.580018531816679 16.943778675406065 6.2296104629640459 leaf_count=728 311 1357 108 internal_value=0 -9.35742e-05 5.51669e-05 internal_weight=0 30.5238 50.1313 internal_count=2504 1668 836 is_linear=0 shrinkage=0.000400217 Tree=6735 num_leaves=3 num_cat=0 split_feature=376 133 split_gain=2.32647 2.75417 threshold=0.088470000000000007 0.094750000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034658098944355831 0.020589928894438985 -0.01849084996886852 leaf_weight=72.570760182242338 2.1332158893055739 3.27221664841636 leaf_count=2017 48 377 internal_value=0 -0.000492213 internal_weight=0 75.843 internal_count=2442 2394 is_linear=0 shrinkage=0.0204111 Tree=6736 num_leaves=4 num_cat=0 split_feature=484 1 40 split_gain=1.95229 2.37463 2.1723 threshold=-1.0000000180025095e-35 0.13130500000000003 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012769699853770319 -0.00028562255820161863 0.013082477419980912 -0.018152283492584492 leaf_weight=1.1150343439076094 66.710960421140044 5.924484980867418 4.3472932088043299 leaf_count=16 1919 173 388 internal_value=0 0.000823199 -0.0117104 internal_weight=0 72.6354 5.46233 internal_count=2496 2092 404 is_linear=0 shrinkage=0.0204111 Tree=6737 num_leaves=3 num_cat=0 split_feature=472 403 split_gain=1.72612 1.82304 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02010917822269442 -0.008587551676849093 0.0030782940761672046 leaf_weight=1.362877988074614 5.9380796132772948 72.497823736691316 leaf_count=131 609 1744 internal_value=0 0.00218414 internal_weight=0 78.4359 internal_count=2484 2353 is_linear=0 shrinkage=0.0204111 Tree=6738 num_leaves=4 num_cat=0 split_feature=1 42 1 split_gain=2.27716 3.65644 1.95355 threshold=0.077765000000000015 1.0000000180025095e-35 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5378661026031672e-05 0.025779013859933506 -0.017231948073997787 0.0012138769036636977 leaf_weight=15.398618809556867 1.2703309800708655 7.6153477765219568 56.429561986291446 leaf_count=571 5 710 1189 internal_value=0 -0.00577492 0.00180359 internal_weight=0 23.014 57.6999 internal_count=2475 1281 1194 is_linear=0 shrinkage=0.0204111 Tree=6739 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=2.66617 5.99397 2.15756 threshold=1.0000000180025095e-35 0.0060650000000000009 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016569004075432364 0.0049983986303601393 0.0041725118582305156 -0.0038718826108751834 leaf_weight=10.896973502805851 41.367711059272551 12.203345163616175 15.672034935909322 leaf_count=987 957 282 239 internal_value=0 -0.00564448 0.00255842 internal_weight=0 23.1003 57.0397 internal_count=2465 1269 1196 is_linear=0 shrinkage=0.0204111 Tree=6740 num_leaves=4 num_cat=0 split_feature=484 133 3 split_gain=3.02584 2.26945 1.54133 threshold=-1.0000000180025095e-35 0.094750000000000015 0.31205500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003923101203909858 3.0835025398669074e-05 -0.00026277722207668848 0.00033495474172694537 leaf_weight=4.174984408535237 70.3644203490976 4.3732411886303444 0.43813445046544064 leaf_count=401 1750 358 5 internal_value=0 1.3287e-05 -0.000316937 internal_weight=0 74.7377 4.61312 internal_count=2514 2108 406 is_linear=0 shrinkage=0.000400217 Tree=6741 num_leaves=3 num_cat=0 split_feature=33 42 split_gain=1.77566 1.70036 threshold=-1.0000000180025095e-35 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020809110155364342 -0.024751697300185085 0.0013234694801757003 leaf_weight=1.4778941643889982 0.94413350984541367 78.144369633548195 leaf_count=23 8 2461 internal_value=0 0.00097764 internal_weight=0 79.0885 internal_count=2492 2469 is_linear=0 shrinkage=0.0204111 Tree=6742 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=2.05032 2.05418 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00066428712179548619 0.016135224020367364 -0.021986719821900702 leaf_weight=72.352359331094704 2.8365944673423646 1.820959482109173 leaf_count=2390 52 24 internal_value=0 -0.00122011 internal_weight=0 74.1733 internal_count=2466 2414 is_linear=0 shrinkage=0.0204111 Tree=6743 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=2.35478 1.9799 threshold=-0.28286499999999998 -0.54165499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037809157375407669 0.00032925372219438128 2.0960440122801528e-05 leaf_weight=2.1628164326048127 3.3869475619721916 72.506643403818998 leaf_count=60 69 2346 internal_value=0 3.51836e-05 internal_weight=0 75.8936 internal_count=2475 2415 is_linear=0 shrinkage=0.000400217 Tree=6744 num_leaves=4 num_cat=0 split_feature=52 43 39 split_gain=2.37002 2.47221 0.78269 threshold=-0.24166499999999999 -0.21368999999999996 0.15438500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035328111606668469 0.00022666150066141241 4.8874780055626193e-07 0.00010899779504230087 leaf_weight=3.4923160667967741 8.6642548476520442 65.630186990843868 0.64662357047200192 leaf_count=292 142 2022 4 internal_value=0 2.71665e-05 -0.000280091 internal_weight=0 74.2944 4.13894 internal_count=2460 2164 296 is_linear=0 shrinkage=0.000400217 Tree=6745 num_leaves=4 num_cat=0 split_feature=484 0 123 split_gain=3.27308 2.72653 2.14325 threshold=-1.0000000180025095e-35 -0.074494999999999992 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040527430695673798 -4.2935181240804511e-05 0.00011366752521651853 0.00035340779312931643 leaf_weight=4.4715762816922497 45.019924666599763 29.305400964949513 0.59796284476760764 leaf_count=388 1438 635 8 internal_value=0 1.88891e-05 -0.000310083 internal_weight=0 74.3253 5.06954 internal_count=2469 2073 396 is_linear=0 shrinkage=0.000400217 Tree=6746 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=2.11616 2.49374 threshold=-0.39935999999999994 0.095890000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050258611044653935 -3.0134311786841624e-07 0.000261544620573432 leaf_weight=1.1479315718133865 74.665224237975053 6.2067650068493085 leaf_count=134 2255 117 internal_value=0 2.01286e-05 internal_weight=0 80.872 internal_count=2506 2372 is_linear=0 shrinkage=0.000400217 Tree=6747 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.98476 2.89734 threshold=-0.15747999999999998 -0.079829999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003447305343570346 -0.00044582676240067121 -1.7321856982987184e-06 leaf_weight=2.4156167437322429 2.3173084145455496 75.072911817405839 leaf_count=27 128 2322 internal_value=0 -1.56547e-05 internal_weight=0 77.3902 internal_count=2477 2450 is_linear=0 shrinkage=0.000400217 Tree=6748 num_leaves=4 num_cat=0 split_feature=156 402 157 split_gain=1.81518 1.74551 1.16195 threshold=0.11896500000000002 -0.095989999999999978 -0.059399999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020827013683079015 0.00042987871981713398 0.002876442203767279 -0.037527832616938407 leaf_weight=1.2054151776974311 0.58486932636878919 77.964196648164943 0.66970626429974689 leaf_count=167 23 2197 59 internal_value=0 0.00248664 -0.021247 internal_weight=0 79.1696 1.25458 internal_count=2446 2364 82 is_linear=0 shrinkage=0.0204111 Tree=6749 num_leaves=4 num_cat=0 split_feature=14 1374 3 split_gain=1.83016 1.82446 1.12405 threshold=0.076175000000000007 0.089935000000000015 -0.0068249999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012276438922367316 -0.032081555166104135 -0.016660285446025932 -0.0016784601353835077 leaf_weight=77.551855804761544 1.0477941546287182 2.338608556543476 0.92268769879592483 leaf_count=2344 57 48 25 internal_value=0 0.000681432 -0.0187009 internal_weight=0 79.8905 1.97048 internal_count=2474 2392 82 is_linear=0 shrinkage=0.0204111 Tree=6750 num_leaves=4 num_cat=0 split_feature=4 4 42 split_gain=1.98827 3.86747 3.78419 threshold=-0.0016099999999999997 0.0067750000000000006 0.088465000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010848019788765563 -0.00039655784351136803 -2.2874218543517442e-05 -0.00022441536869031452 leaf_weight=33.579253320614953 5.0120169547735705 33.17525144719184 6.4218565176779512 leaf_count=1143 151 695 463 internal_value=0 -7.29355e-05 5.45593e-05 internal_weight=0 38.1873 40.0011 internal_count=2452 846 1606 is_linear=0 shrinkage=0.000400217 Tree=6751 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.16765 1.77158 threshold=-0.51412499999999983 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015316710798872948 -0.014992230757928869 0.00036824830571868155 leaf_weight=3.7843219490023321 3.1571966404444529 72.419134102075077 leaf_count=40 121 2319 internal_value=0 -0.000294664 internal_weight=0 75.5763 internal_count=2480 2440 is_linear=0 shrinkage=0.0204111 Tree=6752 num_leaves=3 num_cat=0 split_feature=0 160 split_gain=2.28855 2.19016 threshold=-0.23078999999999997 0.088145000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010271835808602907 -4.9182993794933903e-06 -0.011117171205896927 leaf_weight=7.758730823887162 61.687113786359077 8.2829521382009244 leaf_count=73 2165 251 internal_value=0 -0.00133603 internal_weight=0 69.9701 internal_count=2489 2416 is_linear=0 shrinkage=0.0204111 Tree=6753 num_leaves=3 num_cat=0 split_feature=1365 0 split_gain=1.73836 1.84741 threshold=1.0000000180025095e-35 -0.23101999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024070373618374912 -0.00033073759521965406 1.8534215312054128e-05 leaf_weight=6.4273020695400183 2.0031640665547448 72.358810716083099 leaf_count=61 51 2381 internal_value=0 3.69745e-05 internal_weight=0 78.7861 internal_count=2493 2442 is_linear=0 shrinkage=0.000400217 Tree=6754 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=1.69227 1.76596 threshold=-0.53670499999999988 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021961600321716988 -0.023532621302125821 0.0003626965438705453 leaf_weight=1.3721226241905231 1.1988061622469093 75.74113390921957 leaf_count=17 135 2319 internal_value=0 -4.32733e-05 internal_weight=0 76.9399 internal_count=2471 2454 is_linear=0 shrinkage=0.0204111 Tree=6755 num_leaves=3 num_cat=0 split_feature=160 12 split_gain=2.16473 2.07669 threshold=-0.40446999999999994 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021789156557000131 0.0045096402762195278 -0.002444694717553709 leaf_weight=1.5543331949866104 44.718771098781872 29.675184450870802 leaf_count=189 768 1488 internal_value=0 0.0017361 internal_weight=0 74.394 internal_count=2445 2256 is_linear=0 shrinkage=0.0204111 Tree=6756 num_leaves=4 num_cat=0 split_feature=457 457 16 split_gain=2.1127 2.20457 1.68684 threshold=0.092360000000000012 -0.23069499999999998 -0.094359999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017818929510119423 -0.0026519240001144284 -0.002535566239155608 0.01685031264170609 leaf_weight=2.1836016337474566 2.9555722376680933 65.32419160466452 4.6999185077802386 leaf_count=24 39 2311 68 internal_value=0 -0.00184877 0.00939135 internal_weight=0 67.5078 7.65549 internal_count=2442 2335 107 is_linear=0 shrinkage=0.0204111 Tree=6757 num_leaves=3 num_cat=0 split_feature=1213 42 split_gain=3.10984 2.23639 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042596362173275449 -0.00019416883834624254 2.9012370341339097e-05 leaf_weight=2.692816408665748 8.0010841670155042 63.208784495396685 leaf_count=380 487 1580 internal_value=0 3.67045e-06 internal_weight=0 71.2099 internal_count=2447 2067 is_linear=0 shrinkage=0.000400217 Tree=6758 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=2.09808 3.74118 2.07699 threshold=-0.0029549999999999997 1.0000000180025095e-35 0.10762500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022408331472117339 0.00028581001094912437 2.4561170804062857e-05 5.9973202760478119e-07 leaf_weight=11.83695622113555 7.7971987420023678 51.244704564836866 8.4699009348987584 leaf_count=1201 126 996 123 internal_value=0 -2.24101e-05 0.000138327 internal_weight=0 63.0817 16.2671 internal_count=2446 2197 249 is_linear=0 shrinkage=0.000400217 Tree=6759 num_leaves=4 num_cat=0 split_feature=43 2 11 split_gain=2.29251 3.223 2.84924 threshold=-0.074459999999999985 0.089810000000000015 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0066168117562460989 -0.010431643659119564 0.00090125038599076673 -0.016090830980437596 leaf_weight=26.82417915714905 14.832097331762268 34.749654550139894 2.4109127924239138 leaf_count=916 764 751 41 internal_value=0 -0.00250479 0.00468995 internal_weight=0 49.5818 29.2351 internal_count=2472 1515 957 is_linear=0 shrinkage=0.0204111 Tree=6760 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=1.95653 2.81776 threshold=0.12879500000000002 -0.23101999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0159372391138034 -0.012194647025252447 0.00080372120225607492 leaf_weight=5.4330410547554484 4.2045738604683711 68.003821163698376 leaf_count=55 69 2358 internal_value=0 0.00194589 internal_weight=0 73.4369 internal_count=2482 2413 is_linear=0 shrinkage=0.0204111 Tree=6761 num_leaves=4 num_cat=0 split_feature=12 12 16 split_gain=2.83199 2.72803 2.64701 threshold=0.09864500000000001 0.097940000000000013 -0.39185999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052462714121995094 0.0084696313694114546 0.023178187502730641 -0.017594707375422701 leaf_weight=67.33687848833506 2.0170049889129587 1.9735251360107202 7.1446537113642972 leaf_count=2047 36 19 342 internal_value=0 0.000186575 -0.0118235 internal_weight=0 69.3104 9.16166 internal_count=2444 2066 378 is_linear=0 shrinkage=0.0204111 Tree=6762 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=1.90246 2.48048 2.45227 threshold=0.097940000000000013 -0.060094999999999989 0.10061500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010507348894792401 0.00038645888732688678 0.00010133210944322943 4.4172843354111261e-05 leaf_weight=31.223527983926033 3.6414684889714399 13.175386801245621 31.83054254921808 leaf_count=1514 60 185 698 internal_value=0 -4.37218e-05 8.04165e-05 internal_weight=0 44.3989 35.472 internal_count=2457 1699 758 is_linear=0 shrinkage=0.000400217 Tree=6763 num_leaves=4 num_cat=0 split_feature=3 43 2 split_gain=2.04136 1.87917 0.818877 threshold=0.18307500000000002 -0.063379999999999978 0.11745000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034275564469376436 0.019919879655079981 -0.0030860186738011987 0.0012159721679741676 leaf_weight=31.016359131726858 2.8737818900262928 45.206480746986927 1.470871155412169 leaf_count=1128 55 1245 68 internal_value=0 -0.000434395 0.0137774 internal_weight=0 76.2228 4.34465 internal_count=2496 2373 123 is_linear=0 shrinkage=0.0204111 Tree=6764 num_leaves=4 num_cat=0 split_feature=1213 475 4 split_gain=1.81784 2.40237 1.77356 threshold=-1.0000000180025095e-35 -0.086004999999999984 0.51167000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038483450880991404 -3.952494033017734e-06 -0.0004289138039810251 0.0003890930962420603 leaf_weight=0.62320029735565219 76.864147203492394 2.9829421587673997 1.7719382501963981 leaf_count=2 2025 401 108 internal_value=0 -0.000280931 5.4448e-06 internal_weight=0 3.60614 78.6361 internal_count=2536 403 2133 is_linear=0 shrinkage=0.000400217 Tree=6765 num_leaves=4 num_cat=0 split_feature=15 1 150 split_gain=2.16512 2.96631 2.65284 threshold=-0.032264999999999995 0.077845000000000011 0.10605000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010957600905180194 -0.0024742539918949469 0.0051863724812180037 -0.024562528575815964 leaf_weight=5.4023811362703773 34.567381606613708 33.915787753341647 2.3156620854279018 leaf_count=473 1300 604 65 internal_value=0 0.00294335 -0.00393119 internal_weight=0 39.3182 36.883 internal_count=2442 1077 1365 is_linear=0 shrinkage=0.0204111 Tree=6766 num_leaves=4 num_cat=0 split_feature=457 49 3 split_gain=2.313 2.65797 2.34822 threshold=0.080930000000000016 -0.084294999999999995 0.30863500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.5197688813751827e-05 -0.00021136582994452628 0.00024199602636250364 0.0003905657940631941 leaf_weight=65.101105533615737 2.4494557143189004 11.097675815719411 2.0314153274302944 leaf_count=2197 42 160 87 internal_value=0 0.000158963 -2.16853e-05 internal_weight=0 13.5471 67.1325 internal_count=2486 202 2284 is_linear=0 shrinkage=0.000400217 Tree=6767 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=1.87651 4.25981 2.47366 threshold=-0.063379999999999978 0.082295000000000021 0.099310000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012448981515984547 -0.00010776848339702308 0.00016157743017233424 -0.00028753749931643399 leaf_weight=27.181289455176742 36.158866002675495 12.589622665545901 2.4464578710612832 leaf_count=997 1244 136 101 internal_value=0 -3.79972e-05 8.95129e-05 internal_weight=0 48.7485 29.6277 internal_count=2478 1380 1098 is_linear=0 shrinkage=0.000400217 Tree=6768 num_leaves=4 num_cat=0 split_feature=1 48 52 split_gain=1.92174 3.5839 0.725878 threshold=0.13662500000000002 0.12879500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2290267106455252e-06 2.2282342685740144e-05 -0.00039935393282955137 0.00035094149597452974 leaf_weight=71.493915842456772 1.6393100623099597 3.6537918878730116 3.1140978671464827 leaf_count=2280 50 53 91 internal_value=0 -1.88131e-05 0.000240718 internal_weight=0 75.1477 4.75341 internal_count=2474 2333 141 is_linear=0 shrinkage=0.000400217 Tree=6769 num_leaves=3 num_cat=0 split_feature=156 1210 split_gain=1.64056 1.66925 threshold=0.11896500000000002 -0.08107499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022407407846168868 -0.020899443930747823 0.00181170149776012 leaf_weight=1.0927859870134842 1.2829839949590667 76.049051526413677 leaf_count=105 73 2289 internal_value=0 0.00143664 internal_weight=0 77.1418 internal_count=2467 2394 is_linear=0 shrinkage=0.0204111 Tree=6770 num_leaves=3 num_cat=0 split_feature=51 1444 split_gain=1.88207 1.7164 threshold=-0.40274499999999996 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020667024896372604 0.022392162784475776 0.0010345305590244466 leaf_weight=1.5220315165461205 1.4881221821706265 78.470327719471243 leaf_count=93 27 2363 internal_value=0 0.00146278 internal_weight=0 79.9584 internal_count=2483 2390 is_linear=0 shrinkage=0.0204111 Tree=6771 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=2.47084 3.05838 1.37539 threshold=0.10423500000000001 -0.12077499999999998 -0.07175999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013309666114267921 -0.00022666520072517387 -8.8790006513072913e-05 0.00013816322642311657 leaf_weight=13.285427231361608 1.6667169417487482 38.590203114013093 26.27566875462071 leaf_count=174 39 1729 509 internal_value=0 -3.18002e-05 0.000115584 internal_weight=0 51.8756 27.9424 internal_count=2451 1903 548 is_linear=0 shrinkage=0.000400217 Tree=6772 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=3.24138 4.76876 2.61972 threshold=0.093315000000000023 -0.15378499999999998 -0.044024999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001515082611021715 0.00033126051778459092 -0.00027534400709845237 -1.74592841438191e-05 leaf_weight=22.459527285569493 2.419633552490267 11.690345071553564 42.07443630290436 leaf_count=831 19 635 962 internal_value=0 -0.000169532 4.15065e-05 internal_weight=0 14.11 64.534 internal_count=2447 654 1793 is_linear=0 shrinkage=0.000400217 Tree=6773 num_leaves=3 num_cat=0 split_feature=1373 50 split_gain=2.15185 2.10993 threshold=0.099250000000000019 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022311357769396137 -0.023470364728825112 -0.012783005178802515 leaf_weight=76.152907734216569 1.3563902493187914 3.9987554746840024 leaf_count=2198 19 256 internal_value=0 0.00146529 internal_weight=0 80.1517 internal_count=2473 2454 is_linear=0 shrinkage=0.0204111 Tree=6774 num_leaves=4 num_cat=0 split_feature=2 1443 2 split_gain=1.89608 2.47168 2.17785 threshold=0.097940000000000013 0.088965000000000016 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0035618532337860212 0.018247630625229647 0.022459424352417514 0.0018547925711829272 leaf_weight=43.767039083573763 3.719706859363213 1.4646744921046764 28.731220852459955 leaf_count=1679 69 27 707 internal_value=0 -0.00266586 0.00379011 internal_weight=0 45.2317 32.4509 internal_count=2482 1706 776 is_linear=0 shrinkage=0.0204111 Tree=6775 num_leaves=4 num_cat=0 split_feature=15 42 480 split_gain=2.20328 1.99064 1.79516 threshold=0.097210000000000019 0.12253000000000001 0.08598500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.8976128518137857e-05 -0.00037665527725360017 0.00018818527668518345 -0.00034128116890553271 leaf_weight=74.173811842411851 3.7348458367450794 1.2721885508508419 1.8264117152211827 leaf_count=2058 230 35 145 internal_value=0 -0.000232163 3.91093e-05 internal_weight=0 5.00703 76.0002 internal_count=2468 265 2203 is_linear=0 shrinkage=0.000400217 Tree=6776 num_leaves=4 num_cat=0 split_feature=159 159 15 split_gain=1.99386 2.97331 2.62799 threshold=0.091305000000000011 0.087735000000000021 -0.4680149999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7156760997312631e-06 0.00036905848014430964 0.0003601703597346012 -0.00033669162931030419 leaf_weight=69.385258144375257 0.90984198101796199 3.5735553005870306 5.1798722528619683 leaf_count=2147 62 42 227 internal_value=0 9.87674e-06 -0.000226489 internal_weight=0 72.9588 6.08971 internal_count=2478 2189 289 is_linear=0 shrinkage=0.000400217 Tree=6777 num_leaves=4 num_cat=0 split_feature=1447 457 13 split_gain=1.88491 1.842 0.448447 threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.15145999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0039567363197603863 0.017981711900320444 0.00060897524863078164 -0.020126658768373735 leaf_weight=0.33889751229435239 2.5207586366159367 74.656596971186445 2.0743539125523958 leaf_count=10 25 2237 221 internal_value=0 0.00120163 -0.0167191 internal_weight=0 77.1774 2.41325 internal_count=2493 2262 231 is_linear=0 shrinkage=0.0204111 Tree=6778 num_leaves=3 num_cat=0 split_feature=43 15 split_gain=2.49681 2.28827 threshold=-0.51412499999999983 0.082725000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016143743240725681 0.00031297402240547227 -0.011641251172588971 leaf_weight=3.6588580636671386 66.670692027681071 7.3002267461342845 leaf_count=39 1502 879 internal_value=0 -0.000882606 internal_weight=0 73.9709 internal_count=2420 2381 is_linear=0 shrinkage=0.0204111 Tree=6779 num_leaves=4 num_cat=0 split_feature=376 1456 2 split_gain=2.05642 1.94035 0.688799 threshold=0.048375000000000008 1.0000000180025095e-35 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028472299384595676 0.0030990978810132908 -0.02127589732512879 0.018221933078962433 leaf_weight=72.060404162927625 2.1395824966457431 1.7706555910772284 3.118817082431633 leaf_count=2166 60 217 66 internal_value=0 -0.000819599 0.0122615 internal_weight=0 73.8311 5.2584 internal_count=2509 2383 126 is_linear=0 shrinkage=0.0204111 Tree=6780 num_leaves=4 num_cat=0 split_feature=1429 1447 157 split_gain=1.92615 1.85601 0.356131 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08427999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0050860178449206117 -0.016136975637078242 0.0015817400672987324 -0.029222426337042202 leaf_weight=0.41017017885314999 2.4346562251485002 75.13712422588651 0.9241217319977284 leaf_count=40 223 2145 78 internal_value=0 0.00100317 -0.0227709 internal_weight=0 77.5718 1.33429 internal_count=2486 2368 118 is_linear=0 shrinkage=0.0204111 Tree=6781 num_leaves=3 num_cat=0 split_feature=4 159 split_gain=1.75305 2.85994 threshold=0.51167000000000018 0.094480000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9537759318915181e-05 0.00038977520453129693 -0.00028619234817576442 leaf_weight=74.831670032350303 1.7754741448588891 5.1318112287372051 leaf_count=2178 101 224 internal_value=0 -4.55803e-07 internal_weight=0 79.9635 internal_count=2503 2402 is_linear=0 shrinkage=0.000400217 Tree=6782 num_leaves=4 num_cat=0 split_feature=1447 403 13 split_gain=2.06765 1.99984 0.569444 threshold=-1.0000000180025095e-35 0.090880000000000016 -0.15956499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0058368077431078785 0.001512319188927964 -0.018907966204300193 -0.02200244777910209 leaf_weight=0.3096151067875329 69.286445125522732 1.9455501445845573 2.0147039120256514 leaf_count=5 2015 195 223 internal_value=0 0.000925784 -0.0181962 internal_weight=0 71.232 2.32432 internal_count=2438 2210 228 is_linear=0 shrinkage=0.0204111 Tree=6783 num_leaves=4 num_cat=0 split_feature=15 14 15 split_gain=2.57712 2.79414 2.35096 threshold=-0.24269999999999997 -0.46885499999999997 -0.19301999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002903824639479044 -0.00049281184810846996 0.00030572989576355819 -4.1597282115206326e-05 leaf_weight=1.4780400189556528 1.7907198780449096 6.2107907252502619 68.254539951527477 leaf_count=31 51 175 2209 internal_value=0 0.000188615 -5.39008e-05 internal_weight=0 7.68883 70.0453 internal_count=2466 206 2260 is_linear=0 shrinkage=0.000400217 Tree=6784 num_leaves=3 num_cat=0 split_feature=48 11 split_gain=1.83229 1.66501 threshold=-0.097454999999999986 0.087830000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019462064525510449 0.001930418177501907 -0.011136322552131088 leaf_weight=1.7201241117727466 71.900586664862203 4.1947031901854634 leaf_count=33 2318 93 internal_value=0 0.00119482 internal_weight=0 76.0953 internal_count=2444 2411 is_linear=0 shrinkage=0.0204111 Tree=6785 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=2.39034 6.6492 2.04296 threshold=-0.097754999999999995 -0.077774999999999983 0.083130000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016975219923845273 -0.00039229931726170332 1.4578484705359877e-05 -0.00012860063440917285 leaf_weight=18.891316582397852 7.3202385056720223 47.814053228121338 4.4701673741001278 leaf_count=331 1080 1052 43 internal_value=0 -4.01287e-05 0.000112322 internal_weight=0 55.1343 23.3615 internal_count=2506 2132 374 is_linear=0 shrinkage=0.000400217 Tree=6786 num_leaves=4 num_cat=0 split_feature=484 148 42 split_gain=1.94213 3.10943 2.05839 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.108275 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021858413261550858 -0.014952296028579361 -0.017039033894424155 0.002690316507758504 leaf_weight=0.93912273226305831 2.7598925466354549 4.7390930409401326 68.509347889939818 leaf_count=10 127 387 1918 internal_value=0 -0.0103075 0.00198473 internal_weight=0 5.67822 71.2692 internal_count=2442 397 2045 is_linear=0 shrinkage=0.0204111 Tree=6787 num_leaves=4 num_cat=0 split_feature=1 12 43 split_gain=2.02018 3.78659 2.39703 threshold=0.099515000000000006 0.09864500000000001 -0.27207999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046592990916371249 -0.02169289385809791 -0.023370196003189965 0.0058129290816058814 leaf_weight=42.16081392355045 1.2716729519888783 3.126519196960543 30.128311414278869 leaf_count=1578 14 265 642 internal_value=0 -0.00210092 0.00462585 internal_weight=0 45.2873 31.4 internal_count=2499 1843 656 is_linear=0 shrinkage=0.0204111 Tree=6788 num_leaves=3 num_cat=0 split_feature=151 39 split_gain=1.7468 1.60345 threshold=-0.27336999999999995 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017474668257148107 0.00010604723286842043 0.021546135556835058 leaf_weight=2.2019057567449627 72.938603539972974 1.3708344472106535 leaf_count=60 2366 18 internal_value=0 0.000533388 internal_weight=0 74.3094 internal_count=2444 2384 is_linear=0 shrinkage=0.0204111 Tree=6789 num_leaves=4 num_cat=0 split_feature=11 0 16 split_gain=1.94264 2.04681 0.424028 threshold=0.088215000000000002 -0.10674499999999999 -0.24659499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7635814229738873e-05 -0.00011959597468237411 -4.5859375863335846e-05 -0.00040637795726993306 leaf_weight=32.455042952569784 1.5818461216986182 42.173160365598051 1.9703633949320636 leaf_count=411 17 1974 66 internal_value=0 1.22406e-05 -0.000286227 internal_weight=0 74.6282 3.55221 internal_count=2468 2385 83 is_linear=0 shrinkage=0.000400217 Tree=6790 num_leaves=4 num_cat=0 split_feature=41 16 401 split_gain=2.51268 2.43895 1.76773 threshold=0.075585000000000013 -0.39185999999999993 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0147383074917801e-05 6.6031634844536117e-05 -0.00045909133734005131 -0.00029996678996662405 leaf_weight=72.15940454133397 2.4301432908396237 3.2031701486775992 2.2756530496772021 leaf_count=2095 42 93 223 internal_value=0 -0.000235688 3.90091e-05 internal_weight=0 5.63331 74.4351 internal_count=2453 135 2318 is_linear=0 shrinkage=0.000400217 Tree=6791 num_leaves=4 num_cat=0 split_feature=3 403 11 split_gain=2.34972 2.67633 2.28891 threshold=-0.097754999999999995 -1.0000000180025095e-35 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0091888575328002813 -0.020052445084175679 -0.00094430451859548738 -0.0064942749998913758 leaf_weight=17.508821921968778 3.1401645791192996 50.318766257835705 4.8833648408253785 leaf_count=237 527 1541 127 internal_value=0 -0.00210628 0.00575333 internal_weight=0 53.4589 22.3922 internal_count=2432 2068 364 is_linear=0 shrinkage=0.0204111 Tree=6792 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=1.78521 1.82334 threshold=-0.52412999999999987 -0.26719999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01997345784994517 -0.021935569204645036 0.00086978894486935672 leaf_weight=1.886371504748239 1.3771913650180057 76.121455179434633 leaf_count=18 149 2323 internal_value=0 0.000433464 internal_weight=0 77.4986 internal_count=2490 2472 is_linear=0 shrinkage=0.0204111 Tree=6793 num_leaves=3 num_cat=0 split_feature=8 52 split_gain=1.99064 2.40059 threshold=1.0000000180025095e-35 0.18635500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.0452436368993552e-06 0.00030625808490468756 -0.0002917439252598051 leaf_weight=71.808784875907804 3.127397652482613 4.569226388795868 leaf_count=2137 51 286 internal_value=0 -1.40512e-05 internal_weight=0 76.378 internal_count=2474 2423 is_linear=0 shrinkage=0.000400217 Tree=6794 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=1.92519 1.86223 threshold=0.099250000000000019 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.2520076332089089e-05 -0.0004553017574116594 -3.0589642735969836e-05 leaf_weight=34.173391870877822 1.2656452892551886 46.109365101794538 leaf_count=434 19 2013 internal_value=0 2.18695e-05 internal_weight=0 80.2828 internal_count=2466 2447 is_linear=0 shrinkage=0.000400217 Tree=6795 num_leaves=3 num_cat=0 split_feature=1444 1429 split_gain=2.08201 2.0153 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022944342920131745 -0.027709473556344132 -0.00029571263164711754 leaf_weight=1.4713093892496534 1.0221266989365165 75.258136983393342 leaf_count=29 117 2317 internal_value=0 -0.000703122 internal_weight=0 76.2803 internal_count=2463 2434 is_linear=0 shrinkage=0.0204111 Tree=6796 num_leaves=4 num_cat=0 split_feature=41 457 1 split_gain=2.25983 1.96201 0.410742 threshold=0.083035000000000012 -0.15747999999999998 0.10776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039649815423672974 -0.00043553431682703722 3.5110348750635624e-05 -0.00013890094479661062 leaf_weight=2.3783571539825052 1.5311700332968023 72.893007140128248 1.6579979519592596 leaf_count=26 57 2352 26 internal_value=0 4.71011e-05 -0.000291261 internal_weight=0 75.2714 3.18917 internal_count=2461 2378 83 is_linear=0 shrinkage=0.000400217 Tree=6797 num_leaves=4 num_cat=0 split_feature=160 1456 1 split_gain=1.75133 2.23103 2.08405 threshold=-0.097529999999999992 1.0000000180025095e-35 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020818900825640332 0.0016502675692549318 -0.021718195981259705 0.0052818040082915213 leaf_weight=3.2485099960849757 71.78788822815477 1.6316279605707666 1.9921756415860725 leaf_count=276 1998 166 65 internal_value=0 0.00109866 -0.0109941 internal_weight=0 73.4195 5.24069 internal_count=2505 2164 341 is_linear=0 shrinkage=0.0204111 Tree=6798 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=2.32438 4.78879 1.9186 threshold=0.077765000000000015 0.0060650000000000009 0.13754500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015373295944816094 0.00129497406161464 0.0035832830267497175 0.015688556691774141 leaf_weight=10.466902733744066 51.421457908059892 11.612052745069375 4.061971265335159 leaf_count=997 1052 282 124 internal_value=0 -0.00543563 0.00237821 internal_weight=0 22.079 55.4834 internal_count=2455 1279 1176 is_linear=0 shrinkage=0.0204111 Tree=6799 num_leaves=4 num_cat=0 split_feature=12 49 132 split_gain=1.9194 3.36253 2.08397 threshold=0.079890000000000017 -0.14917999999999998 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3186618709843264e-05 0.00027506429391325441 -0.00011058884806259172 0.00033140272915893241 leaf_weight=37.384471988872974 4.0050209769397034 30.183135286306424 4.0651156946478286 leaf_count=574 44 1778 74 internal_value=0 -6.46605e-05 6.32478e-05 internal_weight=0 34.1882 41.4496 internal_count=2470 1822 648 is_linear=0 shrinkage=0.000400217 Tree=6800 num_leaves=3 num_cat=0 split_feature=15 159 split_gain=1.72537 2.02915 threshold=-0.46714499999999998 0.091005000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018691621521700619 0.001365107993251378 -0.011329014438093036 leaf_weight=2.0993974441153105 68.437889062195609 5.5690879522317109 leaf_count=92 2101 246 internal_value=0 0.000394193 internal_weight=0 74.007 internal_count=2439 2347 is_linear=0 shrinkage=0.0204111 Tree=6801 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=2.31707 1.83242 threshold=-0.48702499999999999 0.087015000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020893831128529307 0.0011654116428560842 -0.014087764137636098 leaf_weight=2.0630455244099712 72.205724231479508 3.3253351842286056 leaf_count=29 2280 147 internal_value=0 0.000474015 internal_weight=0 75.5311 internal_count=2456 2427 is_linear=0 shrinkage=0.0204111 Tree=6802 num_leaves=3 num_cat=0 split_feature=1444 31 split_gain=1.90351 1.78056 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02151430868885407 0.021350772919410514 -0.0012723667950851538 leaf_weight=1.50903112447122 1.3660694550781034 75.05115913076952 leaf_count=31 61 2343 internal_value=0 -0.000837299 internal_weight=0 76.4172 internal_count=2435 2404 is_linear=0 shrinkage=0.0204111 Tree=6803 num_leaves=4 num_cat=0 split_feature=13 31 15 split_gain=1.99318 2.11916 1.64168 threshold=-0.10939499999999998 -1.0000000180025095e-35 -0.10155499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012031338091971977 0.0004165474721044608 -5.1132093656939169e-05 0.00019546606047890727 leaf_weight=3.3409648403612655 1.480233772403152 62.44270077857891 11.357865234283961 leaf_count=89 67 2185 143 internal_value=0 -3.95928e-05 0.000123324 internal_weight=0 63.9229 14.6988 internal_count=2484 2252 232 is_linear=0 shrinkage=0.000400217 Tree=6804 num_leaves=4 num_cat=0 split_feature=42 39 156 split_gain=3.70009 3.25905 3.1329 threshold=0.091705000000000023 0.085245000000000015 0.091255000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3705785262631924e-05 -0.00032412700504692404 0.00023914474236212639 -0.00029259275882969157 leaf_weight=63.009177607655147 7.8710997636826487 1.9847769541374871 3.8661045111566628 leaf_count=1752 424 99 171 internal_value=0 -0.000209283 5.20762e-05 internal_weight=0 9.85588 66.8753 internal_count=2446 523 1923 is_linear=0 shrinkage=0.000400217 Tree=6805 num_leaves=3 num_cat=0 split_feature=457 31 split_gain=2.12328 1.96883 threshold=-0.14941999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032024465768905531 0.00041838800866515795 -4.6781781234245005e-05 leaf_weight=2.6530719834263428 1.3770076988730569 70.227600232970872 leaf_count=33 66 2376 internal_value=0 -3.7197e-05 internal_weight=0 71.6046 internal_count=2475 2442 is_linear=0 shrinkage=0.000400217 Tree=6806 num_leaves=4 num_cat=0 split_feature=0 151 48 split_gain=2.21673 4.25641 3.32707 threshold=-0.10674499999999999 0.085465000000000013 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0055157362876030042 -0.0017285879021747357 -0.031882954133479378 -0.016738224418466938 leaf_weight=33.444693956145784 41.557232026313613 1.9353119154984586 2.9451807004952562 leaf_count=428 1960 56 31 internal_value=0 -0.00314881 0.00366881 internal_weight=0 43.4925 36.3899 internal_count=2475 2016 459 is_linear=0 shrinkage=0.0204111 Tree=6807 num_leaves=4 num_cat=0 split_feature=11 4 160 split_gain=2.09567 2.04355 1.95082 threshold=0.081365000000000007 0.40404500000000004 0.11182000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012750909658916518 -0.025215524023832429 -0.0010886322211551363 -0.013193346642201884 leaf_weight=64.046871916753844 2.6203010586123119 3.1700953599065542 4.0206506045215056 leaf_count=2197 107 33 129 internal_value=0 -0.0122779 0.000400198 internal_weight=0 5.7904 68.0675 internal_count=2466 140 2326 is_linear=0 shrinkage=0.0204111 Tree=6808 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.9639 2.68428 threshold=-0.51412499999999983 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026845851140272763 -0.00039104402926149449 -5.5730156150792876e-06 leaf_weight=3.8404628253047113 2.9017601665109387 72.679345944905435 leaf_count=40 118 2333 internal_value=0 -2.09288e-05 internal_weight=0 75.5811 internal_count=2491 2451 is_linear=0 shrinkage=0.000400217 Tree=6809 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.60622 2.9292 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016368102018353644 0.024260341090098211 0.00030676579714623034 leaf_weight=2.1778899731871197 2.0759452189049616 76.357751581664161 leaf_count=26 33 2394 internal_value=0 0.000974437 internal_weight=0 78.4337 internal_count=2453 2427 is_linear=0 shrinkage=0.0204111 Tree=6810 num_leaves=4 num_cat=0 split_feature=52 4 16 split_gain=2.78777 3.05109 1.94534 threshold=-0.047889999999999995 0.0071200000000000005 -0.12788999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2187208606820001e-06 8.1945294962986235e-06 0.00027349747641881579 -0.0001511663219733307 leaf_weight=18.940481296667716 23.539336957463092 9.0077170925360388 25.4900902638974 leaf_count=587 421 167 1270 internal_value=0 8.33076e-05 -7.48118e-05 internal_weight=0 27.9482 49.0294 internal_count=2445 754 1691 is_linear=0 shrinkage=0.000400217 Tree=6811 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=2.27045 6.82809 2.59978 threshold=-0.084024999999999975 -0.084169999999999981 -0.062574999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1761834728833866e-05 -0.00030539249394192028 0.00097251228416313966 -1.3685670844757088e-05 leaf_weight=22.271088712444911 5.345521328808899 1.2586298659443844 47.494563564229793 leaf_count=722 482 12 1268 internal_value=0 0.000105386 -4.37793e-05 internal_weight=0 23.5297 52.8401 internal_count=2484 734 1750 is_linear=0 shrinkage=0.000400217 Tree=6812 num_leaves=4 num_cat=0 split_feature=1 0 42 split_gain=2.86717 3.49406 1.69141 threshold=0.089790000000000023 -0.074204999999999979 -0.40186499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025055997935745833 -0.0004859303138968493 1.8470569167392634e-05 5.6541263191197677e-05 leaf_weight=14.885406680730741 0.82859955728053947 15.933162766035819 45.157181061324081 leaf_count=1222 5 342 918 internal_value=0 -0.000111908 4.56101e-05 internal_weight=0 30.8186 45.9858 internal_count=2487 1564 923 is_linear=0 shrinkage=0.000400217 Tree=6813 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.70268 3.31111 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020936347880419554 0.00043388070798686237 -0.028815760811367368 leaf_weight=1.5119278989732254 76.843509445539894 1.5349134202151606 leaf_count=9 2399 75 internal_value=0 -0.000179215 internal_weight=0 78.3784 internal_count=2483 2474 is_linear=0 shrinkage=0.0204111 Tree=6814 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=1.99638 2.24242 threshold=-0.097454999999999986 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041541057130659004 -3.4502442988409165e-06 0.00026446174746930516 leaf_weight=1.6510414186923288 71.320137053600774 5.2695028442540197 leaf_count=32 2328 100 internal_value=0 1.53417e-05 internal_weight=0 76.5896 internal_count=2460 2428 is_linear=0 shrinkage=0.000400217 Tree=6815 num_leaves=4 num_cat=0 split_feature=43 2 150 split_gain=2.26941 2.46595 2.42196 threshold=-0.074459999999999985 0.090510000000000021 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011558462838831574 -0.00018991482908309304 1.6095762432848085e-07 -0.00028465640338066518 leaf_weight=26.132778542003511 16.182989819353679 33.220932031395023 2.5611395671730852 leaf_count=879 798 713 95 internal_value=0 -6.23898e-05 7.88926e-05 internal_weight=0 49.4039 28.6939 internal_count=2485 1511 974 is_linear=0 shrinkage=0.000400217 Tree=6816 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=1.82504 1.70392 threshold=-0.084274999999999989 0.13840500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004297345185530541 -1.7960229790136406e-05 0.00024067880196907942 leaf_weight=1.4765896346943908 73.372432527829915 4.20783005580597 leaf_count=31 2323 114 internal_value=0 -3.60542e-06 internal_weight=0 77.5803 internal_count=2468 2437 is_linear=0 shrinkage=0.000400217 Tree=6817 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=1.76267 2.40731 threshold=-0.40186499999999997 0.13849500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024437873882243822 0.0013751219670117881 0.018357944710843052 leaf_weight=0.93962309026392077 74.295623927736415 3.5378413806756717 leaf_count=9 2342 116 internal_value=0 0.00217232 internal_weight=0 77.8335 internal_count=2467 2458 is_linear=0 shrinkage=0.0204111 Tree=6818 num_leaves=3 num_cat=0 split_feature=0 8 split_gain=2.72284 1.88165 threshold=0.21217000000000003 0.08573500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.4176687371403067e-06 -0.00046246337395098984 0.00039036966113861976 leaf_weight=73.180086707284318 1.9200703237438563 1.884614094858988 leaf_count=2395 19 40 internal_value=0 7.03565e-06 internal_weight=0 75.0647 internal_count=2454 2435 is_linear=0 shrinkage=0.000400217 Tree=6819 num_leaves=4 num_cat=0 split_feature=11 3 15 split_gain=2.28664 3.60043 0.514357 threshold=0.089270000000000002 -0.097754999999999995 -0.22805999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019772821808798426 -0.00011623895903176319 6.4732799627814185e-07 -0.00046156454811517681 leaf_weight=20.28828580013942 1.4082780014723542 54.552866086509312 1.4646546644962644 leaf_count=295 19 2078 61 internal_value=0 5.42885e-05 -0.000303 internal_weight=0 74.8412 2.87293 internal_count=2453 2373 80 is_linear=0 shrinkage=0.000400217 Tree=6820 num_leaves=4 num_cat=0 split_feature=3 47 3 split_gain=1.77034 3.19475 2.51863 threshold=-0.097754999999999995 0.085270000000000026 -0.084074999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023575018805289507 -0.017989801402567559 0.022181669959102722 0.00061022675281749363 leaf_weight=16.031473122029642 3.1133594563216311 4.193472579601802 50.768298208281522 leaf_count=321 532 28 1547 internal_value=0 0.00656737 -0.000499587 internal_weight=0 20.2249 53.8817 internal_count=2428 349 2079 is_linear=0 shrinkage=0.0204111 Tree=6821 num_leaves=3 num_cat=0 split_feature=31 41 split_gain=1.75007 1.68968 threshold=-1.0000000180025095e-35 0.075585000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041585664211061472 1.4830011299980689e-06 -0.00021802686260389008 leaf_weight=1.4234516632859584 72.179945445201156 5.9786536270985371 leaf_count=66 2246 136 internal_value=0 -1.5596e-05 internal_weight=0 78.1586 internal_count=2448 2382 is_linear=0 shrinkage=0.000400217 Tree=6822 num_leaves=3 num_cat=0 split_feature=0 41 split_gain=2.65148 2.68525 threshold=0.23170500000000002 0.078065000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020562057468236075 -0.028324237763905826 -0.013911288919254847 leaf_weight=70.358070707428851 1.189310336485504 4.5677118429084649 leaf_count=2335 11 109 internal_value=0 0.00106347 internal_weight=0 74.9258 internal_count=2455 2444 is_linear=0 shrinkage=0.0204111 Tree=6823 num_leaves=4 num_cat=0 split_feature=1 48 0 split_gain=2.30704 2.63562 1.07746 threshold=0.13130500000000003 0.12879500000000002 -0.10448999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073175761680052492 -0.0052026183068449236 -0.019433248655429974 0.016350975597054444 leaf_weight=68.047450007357838 1.1189094342807946 2.699773727599676 5.329039161282707 leaf_count=2215 45 43 136 internal_value=0 -6.72474e-05 0.0125858 internal_weight=0 70.7472 6.44795 internal_count=2439 2258 181 is_linear=0 shrinkage=0.0204111 Tree=6824 num_leaves=4 num_cat=0 split_feature=133 448 15 split_gain=2.15276 1.89949 0.388747 threshold=0.11253500000000001 -0.083114999999999981 -0.11177499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035925989704560307 0.00013450296448095256 4.5554693852107e-05 -0.00045286807307083469 leaf_weight=1.7928248815587711 0.15178298263344903 74.629202617364172 1.6201872256333434 leaf_count=43 23 2097 280 internal_value=0 3.55462e-05 -0.000397552 internal_weight=0 76.422 1.77197 internal_count=2443 2140 303 is_linear=0 shrinkage=0.000400217 Tree=6825 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=1.60291 1.65504 threshold=-1.0000000180025095e-35 0.14846500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021233599114611288 -0.00088595983998476379 0.014995271591028344 leaf_weight=1.3560305490464077 73.718483836491941 2.7270282771205521 leaf_count=65 2271 99 internal_value=0 -0.000298329 internal_weight=0 76.4455 internal_count=2435 2370 is_linear=0 shrinkage=0.0204111 Tree=6826 num_leaves=4 num_cat=0 split_feature=403 13 15 split_gain=1.93152 1.98934 0.387144 threshold=-0.088654999999999984 -0.5356749999999999 -0.23118499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010436075856273479 -0.018137056640623987 0.0016670507859970749 -0.020706030219322616 leaf_weight=0.11461686156690154 2.0614760822209055 76.53395969880421 1.9205455511146272 leaf_count=6 23 2125 310 internal_value=0 0.00112255 -0.0184994 internal_weight=0 78.5954 2.03516 internal_count=2464 2148 316 is_linear=0 shrinkage=0.0204111 Tree=6827 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=2.44866 2.28878 threshold=0.076175000000000007 0.13130500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.3667224048946678e-05 -0.00043971381748041111 0.00029157064742152888 leaf_weight=70.971130234302109 1.6097173389389343 5.3947087660271782 leaf_count=2193 74 175 internal_value=0 4.29919e-05 internal_weight=0 76.3658 internal_count=2442 2368 is_linear=0 shrinkage=0.000400217 Tree=6828 num_leaves=3 num_cat=0 split_feature=31 1444 split_gain=1.61285 1.63626 threshold=-1.0000000180025095e-35 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02115826484478615 0.018882434946250751 -0.0014706611963232784 leaf_weight=1.2801228990938387 1.571682827110634 73.244025210178734 leaf_count=72 29 2372 internal_value=0 -0.00101552 internal_weight=0 74.8157 internal_count=2473 2401 is_linear=0 shrinkage=0.0204111 Tree=6829 num_leaves=4 num_cat=0 split_feature=13 12 31 split_gain=1.78505 2.11106 1.69259 threshold=-0.24588999999999997 -0.040564999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0061509044848425025 0.021087789890721794 0.018726441316813083 -0.00068353595384571962 leaf_weight=2.0110023007364362 1.4077680712216523 4.3871556556623537 70.491607428548377 leaf_count=55 65 71 2253 internal_value=0 0.0109359 -0.000225134 internal_weight=0 6.39816 71.8994 internal_count=2444 126 2318 is_linear=0 shrinkage=0.0204111 Tree=6830 num_leaves=4 num_cat=0 split_feature=456 52 13 split_gain=2.12297 2.095 1.40944 threshold=0.087015000000000023 -0.42985499999999993 -0.086074999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038892535468925879 4.6468261267425856e-05 4.3286177595643092e-05 -0.00049087217311125618 leaf_weight=1.7301241758468666 1.2107674862854767 73.229875017634185 2.006354077224386 leaf_count=204 66 2126 75 internal_value=0 3.27453e-05 -0.000293882 internal_weight=0 74.96 3.21712 internal_count=2471 2330 141 is_linear=0 shrinkage=0.000400217 Tree=6831 num_leaves=4 num_cat=0 split_feature=160 1213 151 split_gain=1.99759 2.10382 1.15685 threshold=-0.20907999999999996 -1.0000000180025095e-35 -0.10443499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024078323615228238 -0.00029834255175044015 2.1528035050572858e-05 -0.00038084017830806945 leaf_weight=0.48416683333925936 3.3384494427336895 72.30970989292473 3.1353949897566045 leaf_count=9 354 1837 270 internal_value=0 6.99167e-06 -0.000292959 internal_weight=0 75.6482 3.61956 internal_count=2470 2191 279 is_linear=0 shrinkage=0.000400217 Tree=6832 num_leaves=4 num_cat=0 split_feature=376 474 2 split_gain=1.96106 1.77835 1.06919 threshold=0.048375000000000008 0.084660000000000027 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029792560908567154 7.3842149825786388e-07 0.0069320813937217007 0.018569366931777645 leaf_weight=57.444971050626918 2.1551461107228524 8.5715639192021609 3.1133603169582784 leaf_count=2066 59 260 67 internal_value=0 -0.00168281 0.0111317 internal_weight=0 66.0165 5.26851 internal_count=2452 2326 126 is_linear=0 shrinkage=0.0204111 Tree=6833 num_leaves=4 num_cat=0 split_feature=15 0 159 split_gain=3.62571 2.938 1.22902 threshold=-0.24436499999999997 -0.10674499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032106906657040674 0.0039123178623174017 -0.0045037023014622909 0.020289129872743089 leaf_weight=1.1146482171025125 30.457303306884569 39.648717143754766 4.6849725747051698 leaf_count=20 375 1898 175 internal_value=0 -0.000846985 0.0157974 internal_weight=0 70.106 5.79962 internal_count=2468 2273 195 is_linear=0 shrinkage=0.0204111 Tree=6834 num_leaves=4 num_cat=0 split_feature=15 42 457 split_gain=1.98396 3.51927 1.86981 threshold=0.082725000000000007 0.091265000000000013 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0093553786394321593 -0.021699928103132662 0.0069679284642343497 0.0018270782094475264 leaf_weight=6.8149437201791434 4.3994589721423827 2.8790652574334672 61.80706148696936 leaf_count=198 620 254 1371 internal_value=0 -0.0104264 0.000703102 internal_weight=0 7.27852 68.622 internal_count=2443 874 1569 is_linear=0 shrinkage=0.0204111 Tree=6835 num_leaves=4 num_cat=0 split_feature=1 14 16 split_gain=1.72384 2.55213 0.812366 threshold=0.13662500000000002 0.076175000000000007 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0817139380126742e-06 0.00036754419512975548 -0.00050752430781671827 4.756165539673838e-05 leaf_weight=72.894122361193695 2.7436099816513888 1.5307363880201581 2.3582535840396295 leaf_count=2272 98 78 46 internal_value=0 -1.42037e-05 0.000223835 internal_weight=0 74.4249 5.10186 internal_count=2494 2350 144 is_linear=0 shrinkage=0.000400217 Tree=6836 num_leaves=4 num_cat=0 split_feature=0 2 48 split_gain=1.83581 4.42511 3.64206 threshold=-0.10674499999999999 0.11902000000000001 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.6819882537292159e-05 -0.00014163329036008868 0.00020931431925450743 -0.00035478253412566361 leaf_weight=33.492574439922464 35.633496690253196 6.7565071614590115 3.3424869672835475 leaf_count=423 1769 214 32 internal_value=0 -8.5292e-05 3.66989e-05 internal_weight=0 42.39 36.8351 internal_count=2438 1983 455 is_linear=0 shrinkage=0.000400217 Tree=6837 num_leaves=4 num_cat=0 split_feature=133 376 1456 split_gain=1.92263 1.78356 1.62094 threshold=0.099280000000000021 0.09475500000000002 0.0058550000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011546404894070487 -0.021483581996671833 0.013580599471686798 -0.018582666146645121 leaf_weight=70.716618958887011 2.8475034534130823 0.67718692927155633 1.6651616628314503 leaf_count=1889 348 15 180 internal_value=0 -0.0145361 0.000672579 internal_weight=0 3.52469 72.3818 internal_count=2432 363 2069 is_linear=0 shrinkage=0.0204111 Tree=6838 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=2.07325 2.75239 2.35959 threshold=-0.10115999999999999 0.094405000000000003 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1324283162674915e-05 -0.0001297637190564489 4.9010462562798489e-05 0.00034187810810970559 leaf_weight=16.505579026830677 27.599026531100208 27.377592872391688 5.0381583364505778 leaf_count=301 1550 576 34 internal_value=0 -4.0818e-05 0.000105342 internal_weight=0 54.9766 21.5437 internal_count=2461 2126 335 is_linear=0 shrinkage=0.000400217 Tree=6839 num_leaves=4 num_cat=0 split_feature=49 52 15 split_gain=2.38982 2.82199 2.37998 threshold=-0.085074999999999998 -0.13281999999999997 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0110150781981273 0.0011258610611621332 -0.015893409085126521 -0.024832432599917711 leaf_weight=1.971698984649265 67.105958029777867 7.587325814762151 1.3924972393724591 leaf_count=38 2142 115 180 internal_value=0 -0.0102798 0.000558494 internal_weight=0 9.55902 68.4985 internal_count=2475 153 2322 is_linear=0 shrinkage=0.0204111 Tree=6840 num_leaves=3 num_cat=0 split_feature=43 41 split_gain=2.49156 1.7688 threshold=-0.51412499999999983 0.075585000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016918570825038552 0.00037479049186611984 -0.012038106251931753 leaf_weight=3.481681443307024 69.125924288260649 5.0257166799856341 leaf_count=36 2318 117 internal_value=0 -0.00048339 internal_weight=0 74.1516 internal_count=2471 2435 is_linear=0 shrinkage=0.0204111 Tree=6841 num_leaves=4 num_cat=0 split_feature=1 16 457 split_gain=2.32766 4.31782 2.54546 threshold=1.0000000180025095e-35 0.0060650000000000009 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016001487727811434 -0.0011464485721044187 0.0018793472787244415 0.010004173989539336 leaf_weight=10.748221562426808 42.487871160246868 11.630865081162481 10.553840930806471 leaf_count=989 1020 275 142 internal_value=0 -0.00674536 0.00108862 internal_weight=0 22.3791 53.0417 internal_count=2426 1264 1162 is_linear=0 shrinkage=0.0204111 Tree=6842 num_leaves=3 num_cat=0 split_feature=1373 457 split_gain=1.91098 2.77369 threshold=-1.0000000180025095e-35 0.088350000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020680345172702876 0.00039009333840254442 0.013656755689233732 leaf_weight=1.5188951930031169 69.112815596345172 7.1435638556722543 leaf_count=20 2353 114 internal_value=0 0.00165109 internal_weight=0 76.2564 internal_count=2487 2467 is_linear=0 shrinkage=0.0204111 Tree=6843 num_leaves=3 num_cat=0 split_feature=1456 453 split_gain=1.82383 1.74972 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039609976146578617 3.7054070535057248e-05 -0.00025952549850909423 leaf_weight=1.5754563561822568 74.783073856158808 3.2166662161762352 leaf_count=222 2195 61 internal_value=0 2.44688e-05 internal_weight=0 77.9997 internal_count=2478 2256 is_linear=0 shrinkage=0.000400217 Tree=6844 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=2.76222 6.95498 3.41309 threshold=-0.084024999999999975 -0.084169999999999981 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3050923450816983e-05 -9.0508086450088429e-05 0.00098281795249347513 0.00024606516974283384 leaf_weight=21.429057843426566 48.258524875709554 1.2604348876775464 5.2527580007299539 leaf_count=717 1545 13 201 internal_value=0 0.000109273 -5.70247e-05 internal_weight=0 22.6895 53.5113 internal_count=2476 730 1746 is_linear=0 shrinkage=0.000400217 Tree=6845 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=3.83251 2.73155 2.31861 threshold=0.097940000000000013 -0.074204999999999979 0.088215000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0088724062647756747 0.0054701626374256242 0.0017482707909230238 -0.017615093003390269 leaf_weight=28.099725016429147 30.996326741584198 15.654970939176563 1.8167716614079825 leaf_count=1391 691 327 57 internal_value=0 -0.00507768 0.00413644 internal_weight=0 43.7547 32.8131 internal_count=2466 1718 748 is_linear=0 shrinkage=0.0204111 Tree=6846 num_leaves=3 num_cat=0 split_feature=149 147 split_gain=1.95817 1.82742 threshold=0.10096000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043925196349450612 -0.00043109937097001155 4.7396200574919736e-05 leaf_weight=1.1446738710510533 1.3292150423512783 77.79509628654796 leaf_count=20 21 2451 internal_value=0 3.97274e-05 internal_weight=0 78.9398 internal_count=2492 2471 is_linear=0 shrinkage=0.000400217 Tree=6847 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=2.18183 3.99528 2.63648 threshold=-0.047889999999999995 -0.0059799999999999992 -0.087604999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.992138690137992e-06 -0.00037598459300291207 8.0810507690315088e-06 0.00025298208311377016 leaf_weight=16.478326218020815 4.6975551217255989 44.245257991009566 11.83209865307799 leaf_count=537 202 1510 197 internal_value=0 -2.95558e-05 0.000109809 internal_weight=0 48.9428 28.3104 internal_count=2446 1712 734 is_linear=0 shrinkage=0.000400217 Tree=6848 num_leaves=3 num_cat=0 split_feature=160 2 split_gain=1.83063 1.87135 threshold=-0.40446999999999994 0.097940000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004253662781857502 -5.4110845740912018e-05 7.3926775552080818e-05 leaf_weight=1.5477197505970242 43.480660837241885 31.381294149283349 leaf_count=203 1589 712 internal_value=0 -4.08657e-07 internal_weight=0 74.862 internal_count=2504 2301 is_linear=0 shrinkage=0.000400217 Tree=6849 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=2.15951 1.69653 threshold=-0.28286499999999998 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020896592697787854 7.0920052094274416e-05 0.011090812535031889 leaf_weight=1.8150192512457568 70.540014728547249 6.231793894294241 leaf_count=58 2281 155 internal_value=0 0.000980286 internal_weight=0 76.7718 internal_count=2494 2436 is_linear=0 shrinkage=0.0204111 Tree=6850 num_leaves=4 num_cat=0 split_feature=1447 8 15 split_gain=2.27473 1.80289 0.164219 threshold=-1.0000000180025095e-35 0.08573500000000002 -0.47090499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037088527857983061 -0.00032794575697651609 0.019954096325160001 -0.022410338155626593 leaf_weight=0.27133308164775405 70.127175137903578 1.7626782750594419 1.9236616487014533 leaf_count=4 2176 41 223 internal_value=0 0.000199609 -0.0203908 internal_weight=0 71.8899 2.19499 internal_count=2444 2217 227 is_linear=0 shrinkage=0.0204111 Tree=6851 num_leaves=4 num_cat=0 split_feature=160 48 2 split_gain=2.13936 2.00092 1.17956 threshold=-0.20907999999999996 -0.097454999999999986 0.11725500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021448895027356946 -0.021463224264958915 0.001042313519841601 0.010913412424933265 leaf_weight=2.6976858940306552 1.5721846225787874 72.328178204850701 0.49119987048834435 leaf_count=223 28 2181 35 internal_value=0 0.000531776 -0.0162629 internal_weight=0 73.9004 3.18889 internal_count=2467 2209 258 is_linear=0 shrinkage=0.0204111 Tree=6852 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.95647 3.96568 1.77402 threshold=-0.10674499999999999 -0.074664999999999995 -0.015319999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6656711256136124e-06 -0.00025901085806307378 4.4851052715524127e-06 0.00019645779793136761 leaf_weight=24.799694519322657 13.272332342931803 28.898361541210761 9.4192744594110973 leaf_count=325 1302 758 126 internal_value=0 -7.89109e-05 4.97054e-05 internal_weight=0 42.1707 34.219 internal_count=2511 2060 451 is_linear=0 shrinkage=0.000400217 Tree=6853 num_leaves=4 num_cat=0 split_feature=13 49 42 split_gain=2.16283 3.03147 2.52772 threshold=0.087840000000000015 -0.088014999999999996 -0.108275 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012882855868724714 -0.010545784309526698 0.0012149741576924229 0.012470782296591872 leaf_weight=7.0433287618361637 2.3125549378237329 56.673338641938244 11.413056594585212 leaf_count=128 62 2063 203 internal_value=0 -0.000363285 0.00853889 internal_weight=0 63.7167 13.7256 internal_count=2456 2191 265 is_linear=0 shrinkage=0.0204111 Tree=6854 num_leaves=4 num_cat=0 split_feature=13 13 157 split_gain=3.13356 7.25111 3.70473 threshold=-0.084024999999999975 -0.08422499999999998 -0.077384999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031150090223469487 0.0090358275549642601 0.05196132289344689 -0.0056132907790765671 leaf_weight=22.433716870353241 8.580947845625813 1.2312985686876334 41.719749752908683 leaf_count=698 192 13 1532 internal_value=0 0.00588922 -0.00309974 internal_weight=0 23.665 50.3007 internal_count=2435 711 1724 is_linear=0 shrinkage=0.0204111 Tree=6855 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=2.88677 2.57168 1.72279 threshold=0.09864500000000001 0.098180000000000003 0.23053500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004727805262895863 -0.016481590570851756 0.022857652075328333 0.0092573471452837546 leaf_weight=68.321314645738312 6.9075272781592485 1.9146943773375813 1.2062183934613129 leaf_count=2082 342 15 23 internal_value=0 0.000198596 -0.0125812 internal_weight=0 70.236 8.11375 internal_count=2462 2097 365 is_linear=0 shrinkage=0.0204111 Tree=6856 num_leaves=4 num_cat=0 split_feature=1213 44 0 split_gain=2.03237 2.13309 0.89425 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.15687999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029617371044749548 1.1545979373164265e-05 -0.00039637838397829227 -0.00041914715837379333 leaf_weight=0.23461312055587802 72.706844315853232 2.0008548910263917 2.4521566649182196 leaf_count=1 2053 42 384 internal_value=0 4.39352e-08 -0.000347334 internal_weight=0 74.7077 2.68677 internal_count=2480 2095 385 is_linear=0 shrinkage=0.000400217 Tree=6857 num_leaves=4 num_cat=0 split_feature=14 0 15 split_gain=1.8322 2.82231 2.5811 threshold=-0.23083499999999998 -0.13409999999999997 -0.23488499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.031545873246183416 0.018100468172785895 0.0023571145842324866 -0.00035012644614074558 leaf_weight=1.811967002344318 3.1962592580857736 2.1537236783406106 69.840122010183222 leaf_count=29 112 66 2224 internal_value=0 -0.0135744 0.000483789 internal_weight=0 3.96569 73.0364 internal_count=2431 95 2336 is_linear=0 shrinkage=0.0204111 Tree=6858 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=3.17935 3.91359 3.64026 threshold=0.0063750000000000013 -0.0016099999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2460391268671226e-05 -0.00018505149120049674 -0.000417252934604125 0.00016699590723718465 leaf_weight=36.065598124761891 5.520231381928169 4.1686579603046985 28.860200961691589 leaf_count=1605 235 144 454 internal_value=0 -5.54424e-05 0.000110053 internal_weight=0 40.2343 34.3804 internal_count=2438 1749 689 is_linear=0 shrinkage=0.000400217 Tree=6859 num_leaves=4 num_cat=0 split_feature=0 4 1 split_gain=1.9336 3.16994 3.11053 threshold=0.045760000000000002 -0.49367499999999992 0.094405000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0064576394516061043 -0.0080130569360059769 0.014113050792682236 0.0026053032327708757 leaf_weight=28.620233619888495 3.8222990864305748 8.5928874285600596 34.893998786687007 leaf_count=1636 96 91 658 internal_value=0 0.00729029 -0.00148274 internal_weight=0 12.4152 63.5142 internal_count=2481 187 2294 is_linear=0 shrinkage=0.0204111 Tree=6860 num_leaves=3 num_cat=0 split_feature=1365 155 split_gain=2.326 1.78747 threshold=0.084635000000000016 0.091145000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.0147502802170612e-05 -0.00042297585323444612 -0.00043779467334524629 leaf_weight=73.447309130951908 1.9135591838858079 1.2791681914131903 leaf_count=2251 45 123 internal_value=0 1.16652e-05 internal_weight=0 74.7265 internal_count=2419 2374 is_linear=0 shrinkage=0.000400217 Tree=6861 num_leaves=4 num_cat=0 split_feature=123 456 124 split_gain=2.02567 1.99434 1.32314 threshold=1.0000000180025095e-35 0.087015000000000023 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005278659385223798 0.015778548929766885 -0.017032119629218148 -0.0065614751865731872 leaf_weight=66.114138365705912 4.7992764566006372 3.0863344208701156 1.356318681675474 leaf_count=2162 153 132 40 internal_value=0 -0.00129028 0.0108269 internal_weight=0 69.2005 6.1556 internal_count=2487 2294 193 is_linear=0 shrinkage=0.0204111 Tree=6862 num_leaves=4 num_cat=0 split_feature=51 42 4 split_gain=1.94879 1.89085 1.40103 threshold=-0.10593999999999999 0.084050000000000014 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034972545580234184 7.0706935927506025e-05 -7.4422519976683686e-05 0.00011077660357980015 leaf_weight=3.6696794788440448 52.977098588355148 19.618622606114513 1.4072162929078329 leaf_count=226 1181 1017 22 internal_value=0 3.14322e-05 -0.000222447 internal_weight=0 72.5957 5.0769 internal_count=2446 2198 248 is_linear=0 shrinkage=0.000400217 Tree=6863 num_leaves=4 num_cat=0 split_feature=43 43 132 split_gain=2.44286 2.1543 0.137777 threshold=0.2506000000000001 0.053180000000000012 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1976463429852978e-05 -0.00020061370965814365 0.00019944763823588637 -0.00054009925088469501 leaf_weight=63.890893393374427 0.44558365362900065 8.6668893328969698 1.1837813767688192 leaf_count=2142 67 194 83 internal_value=0 1.35461e-05 -0.000466129 internal_weight=0 72.5578 1.62937 internal_count=2486 2336 150 is_linear=0 shrinkage=0.000400217 Tree=6864 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=2.3382 2.13458 threshold=-0.24503499999999998 -0.061959999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042746880925202257 7.807831010627377e-05 -6.4132654376235316e-05 leaf_weight=2.0999813551024991 27.304138794273968 43.991222274051324 leaf_count=116 1024 1292 internal_value=0 -9.63278e-06 internal_weight=0 71.2954 internal_count=2432 2316 is_linear=0 shrinkage=0.000400217 Tree=6865 num_leaves=4 num_cat=0 split_feature=401 151 12 split_gain=1.74009 1.69741 0.679038 threshold=0.087110000000000007 0.032230000000000009 -0.089649999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002321834011643837 0.013459398957712384 -0.0081799699261703579 -0.02089456024757089 leaf_weight=66.056330501057346 0.19522576051531393 6.9901431688922449 1.8854555002326367 leaf_count=2119 17 123 180 internal_value=0 0.00130589 -0.0171485 internal_weight=0 73.0465 2.08068 internal_count=2439 2242 197 is_linear=0 shrinkage=0.0204111 Tree=6866 num_leaves=3 num_cat=0 split_feature=12 457 split_gain=2.37711 2.00066 threshold=-0.13407999999999998 0.080930000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020524899550744363 -0.00017159150311474148 0.0086909537090685725 leaf_weight=2.0200723008929335 62.585745900637448 12.665496263536623 leaf_count=69 2242 198 internal_value=0 0.00133075 internal_weight=0 75.2512 internal_count=2509 2440 is_linear=0 shrinkage=0.0204111 Tree=6867 num_leaves=3 num_cat=0 split_feature=1444 2 split_gain=1.72308 1.84047 threshold=-0.084274999999999989 0.089810000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004100713384546279 -8.1483824380039987e-05 4.5143365311867356e-05 leaf_weight=1.5313349379866839 29.96361226794761 47.187433495756522 leaf_count=24 1333 1135 internal_value=0 -4.08241e-06 internal_weight=0 77.151 internal_count=2492 2468 is_linear=0 shrinkage=0.000400217 Tree=6868 num_leaves=4 num_cat=0 split_feature=3 3 133 split_gain=2.17085 3.37389 2.41799 threshold=-0.084024999999999975 -0.077774999999999983 0.084065000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012984624623651144 -0.00039830276316193334 -2.4524058870091776e-05 -0.0002009374780144435 leaf_weight=24.21484833709474 4.1361098740853768 43.465072479058108 4.0397699348504821 leaf_count=598 549 1016 283 internal_value=0 -5.78605e-05 8.19452e-05 internal_weight=0 47.6012 28.2546 internal_count=2446 1565 881 is_linear=0 shrinkage=0.000400217 Tree=6869 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=1.57365 1.94314 threshold=-0.22886999999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043488449913404813 -0.00047227697572138844 3.8107144952722222e-05 leaf_weight=1.4585244587360637 1.1025746557279479 74.948045703775279 leaf_count=15 18 2402 internal_value=0 3.00242e-05 internal_weight=0 76.0506 internal_count=2435 2420 is_linear=0 shrinkage=0.000400217 Tree=6870 num_leaves=3 num_cat=0 split_feature=480 4 split_gain=1.86896 1.77541 threshold=0.08598500000000002 0.50500500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5729125645544951e-06 -0.00038140852578220902 0.00032990790520681125 leaf_weight=71.994997702575347 1.8571117154933734 2.6262942420726167 leaf_count=2154 180 134 internal_value=0 1.36056e-05 internal_weight=0 74.6213 internal_count=2468 2288 is_linear=0 shrinkage=0.000400217 Tree=6871 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=2.11281 2.19121 threshold=0.10932500000000002 -0.42985499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039088530517100456 -0.00038430048683667971 3.7288449756253202e-05 leaf_weight=1.8539848775872076 1.9514243265730318 73.533079540046856 leaf_count=223 52 2168 internal_value=0 2.61943e-05 internal_weight=0 75.3871 internal_count=2443 2391 is_linear=0 shrinkage=0.000400217 Tree=6872 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.04713 2.41893 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035256284218499541 0.00046724377161165581 3.0935730247634098e-05 leaf_weight=2.0443596996483384 1.9815873373627244 74.458521118322096 leaf_count=28 33 2366 internal_value=0 4.29132e-05 internal_weight=0 76.4401 internal_count=2427 2399 is_linear=0 shrinkage=0.000400217 Tree=6873 num_leaves=4 num_cat=0 split_feature=12 16 474 split_gain=2.3282 3.57251 2.5939 threshold=0.084045000000000022 -0.092969999999999983 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.4959678274815222e-05 6.8031870837942975e-05 -0.00021061081274371826 0.00032087280447935129 leaf_weight=40.790731579720159 13.42035935355034 16.121909882755062 5.2612341752392231 leaf_count=718 310 1321 95 internal_value=0 -8.4251e-05 5.94627e-05 internal_weight=0 29.5423 46.052 internal_count=2444 1631 813 is_linear=0 shrinkage=0.000400217 Tree=6874 num_leaves=3 num_cat=0 split_feature=13 1375 split_gain=1.8563 1.73018 threshold=-0.5356749999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037625255868631161 -0.00020989777327616371 2.1455281533769889e-05 leaf_weight=1.9905809288902663 5.4660315244909716 72.038369944421902 leaf_count=26 108 2351 internal_value=0 4.85975e-06 internal_weight=0 77.5044 internal_count=2485 2459 is_linear=0 shrinkage=0.000400217 Tree=6875 num_leaves=4 num_cat=0 split_feature=15 131 147 split_gain=2.0628 2.02143 1.9185 threshold=0.091545000000000015 0.092225000000000015 0.15831500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00092625172364644757 -0.019130740708986765 -0.015031153472355251 0.016338283355750171 leaf_weight=67.793216528827543 3.9566362054156334 3.3646141471763249 0.66417567990720261 leaf_count=1882 382 219 6 internal_value=0 0.000149295 -0.0137667 internal_weight=0 71.1578 4.62081 internal_count=2489 2101 388 is_linear=0 shrinkage=0.0204111 Tree=6876 num_leaves=4 num_cat=0 split_feature=14 42 16 split_gain=1.83907 1.63682 0.0957414 threshold=0.062655000000000016 -0.40186499999999997 -0.15336499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024343950361065656 -0.010762554246354882 0.0019758884370086128 -0.022808733461619352 leaf_weight=0.88580026477575202 0.84330126357963298 75.772654576092464 1.0249777687895392 leaf_count=6 28 2351 56 internal_value=0 0.0016367 -0.0182873 internal_weight=0 76.6585 1.86828 internal_count=2441 2357 84 is_linear=0 shrinkage=0.0204111 Tree=6877 num_leaves=3 num_cat=0 split_feature=45 39 split_gain=1.77077 1.6555 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020844461341321511 -0.00095737603641900401 0.02136039561862197 leaf_weight=1.5431559680437192 69.338381489620588 1.3009818937862281 leaf_count=17 2424 20 internal_value=0 -0.000513191 internal_weight=0 70.6394 internal_count=2461 2444 is_linear=0 shrinkage=0.0204111 Tree=6878 num_leaves=4 num_cat=0 split_feature=43 15 3 split_gain=2.17582 3.57449 0.981326 threshold=0.095890000000000017 0.084050000000000014 0.0059200000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0114542358244925e-05 8.7316936224735475e-05 -0.00030346045162677317 0.00037945564086180812 leaf_weight=65.200440544398589 4.2491002108226885 5.8561209850759033 3.2648087154011591 leaf_count=1482 197 755 49 internal_value=0 -6.98834e-06 0.000217959 internal_weight=0 71.0566 7.51391 internal_count=2483 2237 246 is_linear=0 shrinkage=0.000400217 Tree=6879 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.1613 3.41304 threshold=-0.15747999999999998 -0.078789999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019125928522613311 -0.021685026273522513 0.0017429158983164499 leaf_weight=2.6999975303042438 2.5768315889945361 70.965329265293803 leaf_count=29 134 2319 internal_value=0 0.000890311 internal_weight=0 73.5422 internal_count=2482 2453 is_linear=0 shrinkage=0.0204111 Tree=6880 num_leaves=4 num_cat=0 split_feature=133 1374 1 split_gain=2.14382 2.26476 1.64287 threshold=0.10637000000000002 0.088035000000000016 0.10124500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.344910766843455e-05 -0.00050283304519522988 -0.00040135915645723584 0.00022133481851153758 leaf_weight=73.851915582564288 2.0333041051344476 1.8581923287274538 0.58372427689027961 leaf_count=2095 315 47 34 internal_value=0 2.22004e-05 -0.000338855 internal_weight=0 75.7101 2.61703 internal_count=2491 2142 349 is_linear=0 shrinkage=0.000400217 Tree=6881 num_leaves=3 num_cat=0 split_feature=16 16 split_gain=1.63149 1.82279 threshold=-0.55433999999999994 -0.54225499999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049739018385251764 0.00033475963455211638 2.1110385123958843e-05 leaf_weight=0.82562976168992364 2.9825297652860163 73.186189609882604 leaf_count=28 43 2420 internal_value=0 3.38653e-05 internal_weight=0 76.1687 internal_count=2491 2463 is_linear=0 shrinkage=0.000400217 Tree=6882 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=2.78812 4.83971 1.46627 threshold=0.095890000000000017 0.083130000000000023 0.092340000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024095395613685489 0.014005827555534879 -0.034633623782024989 -0.0073361854030057237 leaf_weight=64.94734498139951 6.1205277585113427 1.8908120202831913 1.6323676765896378 leaf_count=2233 177 21 65 internal_value=0 -0.00337754 0.00947181 internal_weight=0 66.8382 7.7529 internal_count=2496 2254 242 is_linear=0 shrinkage=0.0204111 Tree=6883 num_leaves=4 num_cat=0 split_feature=14 0 49 split_gain=1.70596 1.77035 0.045543 threshold=0.062655000000000016 -0.10674499999999999 -0.008964999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9557748306320374e-05 -0.00022210594557072613 -2.3013242035512497e-05 -0.00041655188863139983 leaf_weight=33.794194833422807 0.87434178721741762 42.499543230156632 1.0070110066008044 leaf_count=361 19 2007 60 internal_value=0 3.13457e-05 -0.000343737 internal_weight=0 76.2937 1.88135 internal_count=2447 2368 79 is_linear=0 shrinkage=0.000400217 Tree=6884 num_leaves=3 num_cat=0 split_feature=48 43 split_gain=1.5224 1.61232 threshold=-0.23739499999999997 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0242343842142114 0.0044212780606115651 -0.0016714284855926865 leaf_weight=1.0325398610002583 28.150459368594966 50.194626678989152 leaf_count=10 945 1502 internal_value=0 0.00052095 internal_weight=0 78.3451 internal_count=2457 2447 is_linear=0 shrinkage=0.0204111 Tree=6885 num_leaves=4 num_cat=0 split_feature=43 43 0 split_gain=1.82161 3.07305 2.32891 threshold=0.095890000000000017 0.084965000000000013 -0.11524 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1732880654399819e-05 -0.011214782511520478 -0.024491052895188745 0.015654602339186738 leaf_weight=67.827246455504792 1.6405351200010043 2.0822456313762805 5.9295955435682108 leaf_count=2226 35 22 203 internal_value=0 -0.000717264 0.00975311 internal_weight=0 69.9095 7.57013 internal_count=2486 2248 238 is_linear=0 shrinkage=0.0204111 Tree=6886 num_leaves=4 num_cat=0 split_feature=0 3 0 split_gain=4.55873 2.39837 0.493544 threshold=0.12113000000000002 -0.097754999999999995 0.148925 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0077186122008554656 -0.0092069319948078661 -0.00094289261189033199 -0.022144420439830944 leaf_weight=17.854391790155205 2.231288483075331 51.411132524326604 3.5408378956781235 leaf_count=284 64 2048 47 internal_value=0 0.00129861 -0.0174136 internal_weight=0 69.2655 5.77213 internal_count=2443 2332 111 is_linear=0 shrinkage=0.0204111 Tree=6887 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=1.72669 2.46107 threshold=-0.47860499999999995 0.12477500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013768403226776482 0.0010086992193633548 -0.023424426655810265 leaf_weight=4.156007957426481 67.971876357642032 1.6500198626890767 leaf_count=62 2299 73 internal_value=0 0.000392959 internal_weight=0 69.6219 internal_count=2434 2372 is_linear=0 shrinkage=0.0204111 Tree=6888 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=1.75925 1.72231 threshold=0.10561000000000002 -0.51118499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00042132602668333097 -0.00034820373192989896 3.687227855607657e-05 leaf_weight=1.2254845530169394 1.9202680322050572 76.320171403333006 leaf_count=38 53 2385 internal_value=0 2.90342e-05 internal_weight=0 77.5457 internal_count=2476 2423 is_linear=0 shrinkage=0.000400217 Tree=6889 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=2.71573 3.26223 2.31455 threshold=-0.24269999999999997 -0.19301999999999997 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018665866463850919 -0.027392754552715941 -0.00051745193741261567 -0.011783380997982497 leaf_weight=5.0542380391489123 1.8235971601097833 67.766907767224438 1.2200806085020302 leaf_count=186 54 2199 15 internal_value=0 -0.00126458 0.012642 internal_weight=0 69.5905 6.27432 internal_count=2454 2253 201 is_linear=0 shrinkage=0.0204111 Tree=6890 num_leaves=4 num_cat=0 split_feature=1 48 0 split_gain=2.04335 3.23165 1.74983 threshold=0.12337000000000002 0.12879500000000002 -0.15120499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028499554989992645 -0.0082867550944263103 -0.027231309018939262 0.014211170452092291 leaf_weight=63.134193371627589 1.7451707953296134 1.7984302915883734 6.7169626871982455 leaf_count=2180 28 31 184 internal_value=0 -0.00107692 0.00952373 internal_weight=0 64.9326 8.46213 internal_count=2423 2211 212 is_linear=0 shrinkage=0.0204111 Tree=6891 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=1.60139 1.57628 threshold=-1.0000000180025095e-35 -0.021334999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021093378255745206 -0.018020689345968701 -3.0590662567308144e-05 leaf_weight=1.3419625048954902 1.9758375564124424 72.147603049028476 leaf_count=64 30 2358 internal_value=0 -0.000536592 internal_weight=0 74.1234 internal_count=2452 2388 is_linear=0 shrinkage=0.0204111 Tree=6892 num_leaves=3 num_cat=0 split_feature=1456 1 split_gain=2.17884 2.27085 threshold=-1.0000000180025095e-35 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020481817039218111 -0.0036520629346371487 0.0040720105629372541 leaf_weight=1.7745752886767139 22.664698734757621 52.146315936453902 leaf_count=235 1144 1056 internal_value=0 0.00172997 internal_weight=0 74.811 internal_count=2435 2200 is_linear=0 shrinkage=0.0204111 Tree=6893 num_leaves=4 num_cat=0 split_feature=1 47 16 split_gain=1.71291 2.27416 1.58263 threshold=0.12212000000000002 0.11893500000000001 -0.47884499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6087138659662141e-06 -0.00016678149722022443 -0.00045300236867045808 0.00023913289586040506 leaf_weight=67.06396709414912 1.7907439808732295 1.6737843344963028 8.467055389461164 leaf_count=2191 56 41 178 internal_value=0 -7.25283e-06 0.000167235 internal_weight=0 68.7378 10.2578 internal_count=2466 2232 234 is_linear=0 shrinkage=0.000400217 Tree=6894 num_leaves=3 num_cat=0 split_feature=0 150 split_gain=1.69224 1.60153 threshold=0.21217000000000003 0.081245000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0017901325109728622 -0.017070187625422818 0.0050036092306184636 leaf_weight=53.983365629524087 2.3820285107940427 19.616109537621014 leaf_count=2123 20 340 internal_value=0 2.54204e-05 internal_weight=0 73.5995 internal_count=2483 2463 is_linear=0 shrinkage=0.0204111 Tree=6895 num_leaves=3 num_cat=0 split_feature=1444 0 split_gain=1.85112 1.69486 threshold=-0.084274999999999989 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043701680354099484 6.0665790263944801e-05 -5.9299554200515268e-05 leaf_weight=1.4253603968827508 33.562691263738088 42.77603840111442 leaf_count=27 420 2046 internal_value=0 -6.54461e-06 internal_weight=0 76.3387 internal_count=2493 2466 is_linear=0 shrinkage=0.000400217 Tree=6896 num_leaves=4 num_cat=0 split_feature=52 130 12 split_gain=2.31971 1.68738 0.513714 threshold=-0.40306999999999998 1.0000000180025095e-35 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016007008435966181 2.8615483118730937e-05 -0.00032695466913401178 -0.00040327389654761539 leaf_weight=0.22869964638812268 71.805701515200781 2.0915635438050222 2.4858719737858328 leaf_count=7 1904 289 248 internal_value=0 1.80721e-05 -0.000351352 internal_weight=0 73.8973 2.71457 internal_count=2448 2193 255 is_linear=0 shrinkage=0.000400217 Tree=6897 num_leaves=3 num_cat=0 split_feature=0 9 split_gain=1.98937 1.57874 threshold=0.19022000000000003 -0.036024999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020984602649752354 -0.017646822803964419 0.00037533274230881774 leaf_weight=1.470320409433042 2.40207625622861 72.840084291876337 leaf_count=78 23 2355 internal_value=0 0.00081407 internal_weight=0 74.3104 internal_count=2456 2433 is_linear=0 shrinkage=0.0204111 Tree=6898 num_leaves=4 num_cat=0 split_feature=157 43 42 split_gain=2.19977 3.02509 2.49461 threshold=-0.07686999999999998 -0.075714999999999991 0.077855000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013655393507633484 0.0036529375291693197 -0.0055487948625945246 -0.0076597741276090321 leaf_weight=7.8736579389760646 23.130834454826982 41.329641304326287 3.1214705182355829 leaf_count=130 760 1408 173 internal_value=0 -0.00224626 0.00758789 internal_weight=0 64.4605 10.9951 internal_count=2471 2168 303 is_linear=0 shrinkage=0.0204111 Tree=6899 num_leaves=4 num_cat=0 split_feature=376 43 42 split_gain=2.4111 2.24671 1.34585 threshold=1.0000000180025095e-35 0.25619500000000001 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0441277768871473e-05 -7.0276898997318919e-05 -0.00047512066456135228 0.00037644216015068785 leaf_weight=71.428004388964837 1.4421858750283716 1.5946347166955082 3.8489997060605665 leaf_count=2207 14 143 126 internal_value=0 -2.13006e-05 0.00025575 internal_weight=0 73.0226 5.29119 internal_count=2490 2350 140 is_linear=0 shrinkage=0.000400217 Tree=6900 num_leaves=4 num_cat=0 split_feature=16 150 160 split_gain=2.24646 3.66261 2.24166 threshold=-0.071899999999999978 -0.029954999999999999 -0.080984999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026416999080547431 0.00033976694747185946 -8.2700623286876028e-05 0.00011579997642999996 leaf_weight=2.5708306534679641 3.4909473117731968 37.544208035153133 35.143445093635819 leaf_count=175 62 1233 1000 internal_value=0 -4.59337e-05 8.91937e-05 internal_weight=0 41.0352 37.7143 internal_count=2470 1295 1175 is_linear=0 shrinkage=0.000400217 Tree=6901 num_leaves=3 num_cat=0 split_feature=124 12 split_gain=1.75426 1.97838 threshold=0.11040000000000001 0.11610500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0005898191088332381 0.019453995700960125 -0.016619251104080218 leaf_weight=71.669895542323502 1.854427053243852 2.7833836048130243 leaf_count=2329 19 114 internal_value=0 -7.75194e-05 internal_weight=0 74.4533 internal_count=2462 2443 is_linear=0 shrinkage=0.0204111 Tree=6902 num_leaves=4 num_cat=0 split_feature=3 133 47 split_gain=2.82169 2.78411 2.08954 threshold=-0.084024999999999975 0.084065000000000015 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017544438874645774 5.7711648827200163e-06 -0.000167613287011748 -0.00018232901771285257 leaf_weight=22.501323864004011 36.94370151827934 4.4590770069225973 12.600170521924154 leaf_count=574 1342 288 245 internal_value=0 0.000118246 -4.23704e-05 internal_weight=0 26.9604 49.5439 internal_count=2449 862 1587 is_linear=0 shrinkage=0.000400217 Tree=6903 num_leaves=3 num_cat=0 split_feature=52 130 split_gain=2.64157 1.80372 threshold=-0.40306999999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020435356183737426 0.0019688689100920238 -0.017394270798507742 leaf_weight=2.2670168382464899 70.638484547469488 1.9513418027145224 leaf_count=257 1889 296 internal_value=0 0.00142237 internal_weight=0 72.5898 internal_count=2442 2185 is_linear=0 shrinkage=0.0204111 Tree=6904 num_leaves=4 num_cat=0 split_feature=403 38 15 split_gain=2.32397 2.34227 0.0841622 threshold=-0.088654999999999984 0.084835000000000008 -0.14719999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031365374255805977 0.001923742781610564 -0.018817721648336647 -0.021257867848002654 leaf_weight=0.15763936180155758 70.1373411423574 2.2324030961972303 1.9151156907482789 leaf_count=17 2097 40 292 internal_value=0 0.00125585 -0.0201111 internal_weight=0 72.3697 2.07276 internal_count=2446 2137 309 is_linear=0 shrinkage=0.0204111 Tree=6905 num_leaves=3 num_cat=0 split_feature=2 484 split_gain=2.19499 2.03377 threshold=-0.14169499999999999 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018252119764836556 -0.013347117677101344 0.00087890810973788184 leaf_weight=2.7421612925245418 4.349794757554263 67.789129653247073 leaf_count=57 387 2011 internal_value=0 1.75988e-06 internal_weight=0 72.1389 internal_count=2455 2398 is_linear=0 shrinkage=0.0204111 Tree=6906 num_leaves=4 num_cat=0 split_feature=47 3 48 split_gain=2.43914 5.68833 2.35609 threshold=0.086380000000000012 -0.10628499999999998 0.12649500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.974210326830464e-05 0.00027082777031983333 -0.00029130437288018191 -0.00036644170427422212 leaf_weight=60.596964602849766 3.7316256031335788 11.562965683566288 2.2654076455601162 leaf_count=2122 32 279 28 internal_value=0 -0.000153182 2.44787e-05 internal_weight=0 15.2946 62.8624 internal_count=2461 311 2150 is_linear=0 shrinkage=0.000400217 Tree=6907 num_leaves=3 num_cat=0 split_feature=0 150 split_gain=1.9654 2.18812 threshold=-0.23078999999999997 -0.096799999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00020713745887376871 0.00029993982676927456 -2.5117092577956423e-05 leaf_weight=7.3670639890187877 3.3805532737169406 65.918262961431537 leaf_count=66 35 2350 internal_value=0 -8.80182e-06 internal_weight=0 69.2988 internal_count=2451 2385 is_linear=0 shrinkage=0.000400217 Tree=6908 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.07755 2.10745 threshold=-0.15747999999999998 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019079363800101085 -0.011652372335508684 0.0017298244956265149 leaf_weight=2.5721594133065073 5.1554054917723979 70.785870727926522 leaf_count=27 173 2278 internal_value=0 0.000805533 internal_weight=0 75.9413 internal_count=2478 2451 is_linear=0 shrinkage=0.0204111 Tree=6909 num_leaves=3 num_cat=0 split_feature=2 484 split_gain=1.97607 1.8336 threshold=-0.18970999999999996 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039163182004750183 -0.00026083638882014087 -8.5155355357825872e-06 leaf_weight=1.7511967798345711 4.841466908250367 67.275253397800043 leaf_count=41 415 2017 internal_value=0 -2.58329e-05 internal_weight=0 72.1167 internal_count=2473 2432 is_linear=0 shrinkage=0.000400217 Tree=6910 num_leaves=3 num_cat=0 split_feature=14 38 split_gain=2.08297 2.06858 threshold=0.076175000000000007 0.10386000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0005423658611553861 -0.024698008400956466 -0.025378372964758134 leaf_weight=71.658862365046843 1.4708686903395563 1.3131154547445465 leaf_count=2378 74 22 internal_value=0 -0.00102748 internal_weight=0 72.972 internal_count=2474 2400 is_linear=0 shrinkage=0.0204111 Tree=6911 num_leaves=3 num_cat=0 split_feature=1456 43 split_gain=2.27332 2.20144 threshold=-1.0000000180025095e-35 -0.069494999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020584350899008536 0.0053696532447905961 -0.0019007659738344894 leaf_weight=1.992269224490882 28.330196317474474 44.394122547413644 leaf_count=242 917 1305 internal_value=0 0.00093537 internal_weight=0 72.7243 internal_count=2464 2222 is_linear=0 shrinkage=0.0204111 Tree=6912 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.87837 2.2737 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019852233812745253 0.033949604015501046 0.00067200764370621915 leaf_weight=1.7215577248934995 0.75360509916208585 73.382135806016777 leaf_count=224 2 2259 internal_value=0 0.00106097 internal_weight=0 74.1357 internal_count=2485 2261 is_linear=0 shrinkage=0.0204111 Tree=6913 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.99178 2.36861 threshold=-0.15747999999999998 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034012889786545129 -0.00026980176635270852 1.5033917783114743e-05 leaf_weight=2.6828183870238709 4.8986527817542074 69.963874368313554 leaf_count=32 174 2267 internal_value=0 -3.97948e-06 internal_weight=0 74.8625 internal_count=2473 2441 is_linear=0 shrinkage=0.000400217 Tree=6914 num_leaves=4 num_cat=0 split_feature=13 13 2 split_gain=2.49149 6.43162 2.23552 threshold=-0.084024999999999975 -0.084169999999999981 0.14846500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7150116810805657e-05 -6.6084815121422534e-05 0.00095515205938890256 0.00030258012993610169 leaf_weight=22.9848664310739 50.741752691536021 1.242103547509031 2.668559623125474 leaf_count=728 1651 13 66 internal_value=0 0.000107372 -4.70706e-05 internal_weight=0 24.227 53.4103 internal_count=2458 741 1717 is_linear=0 shrinkage=0.000400217 Tree=6915 num_leaves=3 num_cat=0 split_feature=457 15 split_gain=1.9741 2.43037 threshold=-0.15747999999999998 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016267103518970046 -5.1463653796836689e-05 -0.012891653301842224 leaf_weight=2.6568649075052226 62.783487633623736 6.6953191624797901 leaf_count=31 1589 843 internal_value=0 -0.00130756 internal_weight=0 69.4788 internal_count=2463 2432 is_linear=0 shrinkage=0.0204111 Tree=6916 num_leaves=4 num_cat=0 split_feature=42 1365 132 split_gain=2.37013 2.89373 2.35998 threshold=-0.0044549999999999998 0.084635000000000016 0.082230000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032559025574518307 6.419015472090973e-05 -0.00046144607763726002 0.00012423347170901033 leaf_weight=5.4427876968356923 67.215235321244108 1.6095779571623996 2.7411528229858959 leaf_count=526 1741 40 127 internal_value=0 5.11678e-05 -0.000175282 internal_weight=0 68.8248 8.18394 internal_count=2434 1781 653 is_linear=0 shrinkage=0.000400217 Tree=6917 num_leaves=4 num_cat=0 split_feature=376 1373 52 split_gain=2.219 1.87995 0.801097 threshold=0.048375000000000008 0.099250000000000019 -0.087044999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020227011639266618 0.00075757616511077676 -0.024662105277626332 0.018341979532597742 leaf_weight=74.400781750106034 1.5156696732592534 1.1768011793610629 3.724882559683464 leaf_count=2332 40 17 95 internal_value=0 -0.000220797 0.0133785 internal_weight=0 75.5776 5.24055 internal_count=2484 2349 135 is_linear=0 shrinkage=0.0204111 Tree=6918 num_leaves=4 num_cat=0 split_feature=14 13 4 split_gain=2.85787 1.69904 0.0631887 threshold=0.076175000000000007 -0.084024999999999975 -0.065239999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0049021945624836286 -0.018840606758774237 -0.0021448971045315741 -0.035062387933967189 leaf_weight=19.565772798350736 0.79445695328104193 51.595327132497914 0.65184959406906162 leaf_count=695 54 1672 28 internal_value=0 -0.000202639 -0.0281458 internal_weight=0 71.1611 1.44631 internal_count=2449 2367 82 is_linear=0 shrinkage=0.0204111 Tree=6919 num_leaves=4 num_cat=0 split_feature=52 133 52 split_gain=2.04058 4.54361 3.05619 threshold=0.11588000000000002 -0.032969999999999992 0.060835000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012510582267912884 0.020953675512734599 -0.016787214575300424 0.011082987630796411 leaf_weight=58.024586512507085 1.5274912585782656 7.1240824105789198 9.6653907576255715 leaf_count=1627 56 343 465 internal_value=0 -0.00994124 0.000525503 internal_weight=0 8.65157 67.69 internal_count=2491 399 2092 is_linear=0 shrinkage=0.0204111 Tree=6920 num_leaves=4 num_cat=0 split_feature=4 483 12 split_gain=2.51341 2.35808 1.46263 threshold=-0.49367499999999992 1.0000000180025095e-35 -0.065214999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.8586019746681717e-05 6.612093087533219e-05 -0.00024321608967664747 -0.00047939009162652804 leaf_weight=1.1291342382319274 68.969921941319626 4.077509178678155 2.241703640902414 leaf_count=16 2021 303 107 internal_value=0 4.85079e-05 -0.00029953 internal_weight=0 73.0474 3.37084 internal_count=2447 2324 123 is_linear=0 shrinkage=0.000400217 Tree=6921 num_leaves=4 num_cat=0 split_feature=52 457 12 split_gain=2.20031 2.22056 0.554718 threshold=-0.29521499999999995 -0.0046349999999999994 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0090587785436671807 -0.010590776686918987 0.0022122454601974173 -0.020537603138790637 leaf_weight=0.23189618577453108 6.0715913357271338 64.649392143785008 2.3687904882208377 leaf_count=7 156 2036 259 internal_value=0 0.00109807 -0.0176336 internal_weight=0 70.721 2.60069 internal_count=2458 2192 266 is_linear=0 shrinkage=0.0204111 Tree=6922 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=1.52071 1.77013 threshold=-1.0000000180025095e-35 -0.10072999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041093491365048589 9.2266678589045158e-05 -3.9401307050312277e-05 leaf_weight=1.3612861984001927 23.343891352884384 53.906965678221241 leaf_count=70 353 2054 internal_value=0 4.62465e-07 internal_weight=0 77.2509 internal_count=2477 2407 is_linear=0 shrinkage=0.000400217 Tree=6923 num_leaves=4 num_cat=0 split_feature=133 123 12 split_gain=1.74012 1.84367 0.10651 threshold=-0.39935999999999994 1.0000000180025095e-35 -0.05418499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.007455233091001265 -1.1860439135445155e-05 0.011120214357904459 -0.026878529026526165 leaf_weight=0.25762995053082705 65.869461377495099 6.7299793204219887 0.85707590996389516 leaf_count=13 2104 202 123 internal_value=0 0.00103562 -0.0234797 internal_weight=0 72.5994 1.11471 internal_count=2442 2306 136 is_linear=0 shrinkage=0.0204111 Tree=6924 num_leaves=4 num_cat=0 split_feature=43 157 475 split_gain=2.00742 2.76374 2.4223 threshold=-0.063379999999999978 -0.072409999999999988 -0.0029899999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0098952990415458533 0.0099430828662226169 -0.0042064048405101116 0.007147550112528463 leaf_weight=3.9736669029262002 6.5653284635463924 41.495437067838793 23.486281760890051 leaf_count=232 119 1257 876 internal_value=0 -0.0022549 0.00465115 internal_weight=0 48.0608 27.4599 internal_count=2484 1376 1108 is_linear=0 shrinkage=0.0204111 Tree=6925 num_leaves=3 num_cat=0 split_feature=1444 31 split_gain=1.73383 1.59671 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020762761522684373 0.020980108135135626 -0.0011912655702634848 leaf_weight=1.4763167439814413 1.2666166273556871 73.900808690423219 leaf_count=31 66 2392 internal_value=0 -0.000787015 internal_weight=0 75.1674 internal_count=2489 2458 is_linear=0 shrinkage=0.0204111 Tree=6926 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=2.31697 2.46865 threshold=-0.52412999999999987 -0.26545999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020822592434259463 -0.0091292543059036061 0.0020887603735775316 leaf_weight=2.3413715031929305 9.2595656926278007 63.792188239716779 leaf_count=19 178 2234 internal_value=0 0.000655043 internal_weight=0 73.0518 internal_count=2431 2412 is_linear=0 shrinkage=0.0204111 Tree=6927 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=1.81438 1.97198 threshold=-0.40274499999999996 0.13507500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040601077128462205 9.0023572356285505e-07 0.00042568787145113988 leaf_weight=1.5975431427250431 74.351480195435215 1.6807045947061841 leaf_count=98 2368 25 internal_value=0 1.09024e-05 internal_weight=0 76.0322 internal_count=2491 2393 is_linear=0 shrinkage=0.000400217 Tree=6928 num_leaves=4 num_cat=0 split_feature=14 15 16 split_gain=1.53727 1.60611 0.109516 threshold=0.062655000000000016 -0.095804999999999987 -0.15552499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7477562443524822e-05 -0.00019945553433795972 4.3190818011314763e-05 -0.0004448270622406354 leaf_weight=20.615478466686909 0.82167607553128608 55.065384067234845 1.0125909803518869 leaf_count=500 30 1876 48 internal_value=0 7.52008e-06 -0.000352709 internal_weight=0 75.6809 1.83427 internal_count=2454 2376 78 is_linear=0 shrinkage=0.000400217 Tree=6929 num_leaves=4 num_cat=0 split_feature=1 14 52 split_gain=1.71028 2.34781 1.46003 threshold=0.13662500000000002 0.076175000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001066900234954178 -0.00057925692690571678 -0.025404244985295647 0.021925869672064252 leaf_weight=69.793590419038082 1.9970560847868908 1.3124081734658819 2.8795954618872193 leaf_count=2230 53 83 88 internal_value=0 0.000539148 0.0129036 internal_weight=0 71.106 4.87665 internal_count=2454 2313 141 is_linear=0 shrinkage=0.0204111 Tree=6930 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.934 2.10991 threshold=-0.5356749999999999 -0.47860499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037055996213021715 0.00040759604765039787 5.076199221690576e-06 leaf_weight=2.0143380845547645 2.0344321367992952 74.048089697805153 leaf_count=27 41 2385 internal_value=0 1.64226e-05 internal_weight=0 76.0825 internal_count=2453 2426 is_linear=0 shrinkage=0.000400217 Tree=6931 num_leaves=4 num_cat=0 split_feature=4 1 4 split_gain=1.89077 3.44074 2.85886 threshold=-0.080924999999999983 0.094435000000000005 -0.084044999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032686687959106115 -0.007448006631395168 0.0027252871112246153 0.030878472914065012 leaf_weight=18.701594047697657 24.184591927103611 32.11822634391865 1.5974129564274324 leaf_count=510 1155 621 163 internal_value=0 -0.00165071 0.00559887 internal_weight=0 56.3028 20.299 internal_count=2449 1776 673 is_linear=0 shrinkage=0.0204111 Tree=6932 num_leaves=4 num_cat=0 split_feature=160 158 13 split_gain=1.94467 1.74006 0.0599762 threshold=-0.40446999999999994 0.09031500000000002 0.0024700000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021785200172082724 0.0024624430162681799 -0.011318744105097547 -0.0086067884207503709 leaf_weight=1.3327338972339919 73.915598314131785 3.9145628220539939 0.39382641456541012 leaf_count=166 2086 198 32 internal_value=0 0.00175404 -0.0194864 internal_weight=0 77.8302 1.72656 internal_count=2482 2284 198 is_linear=0 shrinkage=0.0204111 Tree=6933 num_leaves=4 num_cat=0 split_feature=43 3 15 split_gain=2.71306 2.13989 0.30181 threshold=0.17439000000000002 -0.10115999999999999 -0.24185499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011718934059560594 -6.2854256753702343e-05 -3.3749765880172641e-05 -0.00050995148794165759 leaf_weight=20.862903561792336 0.31802695558872107 53.1040723498445 1.7202420815801804 leaf_count=330 10 2002 157 internal_value=0 8.93644e-06 -0.000447097 internal_weight=0 73.967 2.03827 internal_count=2499 2332 167 is_linear=0 shrinkage=0.000400217 Tree=6934 num_leaves=4 num_cat=0 split_feature=43 453 52 split_gain=1.98321 1.86159 0.108503 threshold=0.2506000000000001 0.10218000000000001 -0.038754999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4884812836524415e-05 -0.00016484608512127251 -0.00042306660930777138 -0.00049732217774641873 leaf_weight=74.539310078574999 0.35050920707908506 1.4043440059758712 1.1275044407921075 leaf_count=2281 30 16 119 internal_value=0 1.59907e-05 -0.000435637 internal_weight=0 75.9437 1.47801 internal_count=2446 2297 149 is_linear=0 shrinkage=0.000400217 Tree=6935 num_leaves=3 num_cat=0 split_feature=3 1373 split_gain=1.92184 1.82594 threshold=-0.48702499999999999 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020488831154061287 0.00072313574492621345 -0.022863153918557252 leaf_weight=1.7983636567369092 69.268564552849057 1.2829550594178716 leaf_count=24 2393 21 internal_value=0 0.00025868 internal_weight=0 70.5515 internal_count=2438 2414 is_linear=0 shrinkage=0.0204111 Tree=6936 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=1.65499 1.85868 threshold=-1.0000000180025095e-35 -0.23078999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045409243193625728 0.00021108430528209846 -4.2511462452839371e-06 leaf_weight=1.107900594419333 6.9676774750550967 68.911600390392778 leaf_count=18 72 2382 internal_value=0 1.58041e-05 internal_weight=0 75.8793 internal_count=2472 2454 is_linear=0 shrinkage=0.000400217 Tree=6937 num_leaves=4 num_cat=0 split_feature=403 151 13 split_gain=2.13876 1.76985 0.135037 threshold=0.08888500000000002 -0.28286499999999998 -0.11169999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033729333149134025 -6.1016919216926846e-05 3.6468099678713421e-05 -0.00041487155940269271 leaf_weight=1.9734684768736759 0.23677239692915497 76.010603339252157 1.7922690754421626 leaf_count=58 27 2200 184 internal_value=0 2.65397e-05 -0.00037893 internal_weight=0 77.9841 2.02904 internal_count=2469 2258 211 is_linear=0 shrinkage=0.000400217 Tree=6938 num_leaves=3 num_cat=0 split_feature=48 1444 split_gain=1.70642 1.74151 threshold=-0.22597999999999999 -0.083894999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040564570056456501 0.00041382516786473913 -1.2937328982082521e-05 leaf_weight=1.5510052214376617 1.4517584192217317 74.455768967093718 leaf_count=17 27 2457 internal_value=0 -4.17785e-06 internal_weight=0 75.9075 internal_count=2501 2484 is_linear=0 shrinkage=0.000400217 Tree=6939 num_leaves=4 num_cat=0 split_feature=159 147 151 split_gain=2.3182 2.62817 2.37008 threshold=-0.032739999999999991 1.0000000180025095e-35 -0.28286499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038950667049613178 -0.00037193804819501405 0.00030996265325810212 4.8323441795804928e-05 leaf_weight=3.9525652769943909 2.1056789479716818 1.0011156313121317 70.577741134071402 leaf_count=333 61 6 2039 internal_value=0 -0.000244421 3.55949e-05 internal_weight=0 4.95368 72.6834 internal_count=2439 339 2100 is_linear=0 shrinkage=0.000400217 Tree=6940 num_leaves=4 num_cat=0 split_feature=15 43 39 split_gain=2.59788 2.07851 1.8928 threshold=0.091545000000000015 -0.51412499999999983 0.088780000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028490863763568341 -0.00040267115614240771 -2.1737022829263079e-05 0.00032051915560824928 leaf_weight=3.6281002758187233 4.159373484842944 66.267251223935091 0.58548077661544073 leaf_count=39 391 2011 14 internal_value=0 -5.38956e-06 -0.000308103 internal_weight=0 69.8954 4.74485 internal_count=2455 2050 405 is_linear=0 shrinkage=0.000400217 Tree=6941 num_leaves=3 num_cat=0 split_feature=45 457 split_gain=1.66172 1.85422 threshold=-0.080359999999999987 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041072227005869901 -0.00021473055433538548 5.3826777183113447e-06 leaf_weight=1.3883903734385956 6.634322182093455 67.05144797626599 leaf_count=8 202 2240 internal_value=0 -1.4731e-05 internal_weight=0 73.6858 internal_count=2450 2442 is_linear=0 shrinkage=0.000400217 Tree=6942 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=1.78624 2.07098 threshold=-0.14698499999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041504541670484018 -0.00010882936356976471 3.5736958977309107e-05 leaf_weight=1.5346405863820098 22.251379051002004 54.572243477559823 leaf_count=19 1288 1187 internal_value=0 -6.23302e-06 internal_weight=0 76.8236 internal_count=2494 2475 is_linear=0 shrinkage=0.000400217 Tree=6943 num_leaves=4 num_cat=0 split_feature=456 146 13 split_gain=1.80404 1.6956 1.10674 threshold=0.084065000000000015 0.086030000000000009 -0.086124999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010928084953829302 0.0057174691236760921 -0.021443802512395284 -0.022066828752518176 leaf_weight=72.359219602943085 0.74591617741680272 1.3061955144512456 2.2546113606149438 leaf_count=2328 69 20 94 internal_value=0 0.000661264 -0.0152026 internal_weight=0 73.6654 3.00053 internal_count=2511 2348 163 is_linear=0 shrinkage=0.0204111 Tree=6944 num_leaves=4 num_cat=0 split_feature=0 151 2 split_gain=1.8997 3.39608 3.39453 threshold=-0.13314999999999996 0.084990000000000024 0.083195000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044078604219551529 -7.9521846621662729e-06 -0.00045656794152304123 4.0768815338547017e-05 leaf_weight=3.8197732959379236 47.250803087085842 2.7551609170332076 25.259021486976053 leaf_count=36 2045 63 305 internal_value=0 -3.36342e-05 9.4804e-05 internal_weight=0 50.006 29.0788 internal_count=2449 2108 341 is_linear=0 shrinkage=0.000400217 Tree=6945 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=2.6175 5.32936 3.50188 threshold=-0.10674499999999999 -0.061889999999999994 -0.015319999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6760367638854202e-06 -0.00023817806765800032 4.8178386684529359e-05 0.00028066040277240924 leaf_weight=22.311500601001175 17.648742394100736 25.080397405392432 9.6530436355969851 leaf_count=304 1549 459 113 internal_value=0 -7.0411e-05 8.07741e-05 internal_weight=0 42.7291 31.9645 internal_count=2425 2008 417 is_linear=0 shrinkage=0.000400217 Tree=6946 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=2.13445 6.76837 2.79334 threshold=-0.084024999999999975 -0.084169999999999981 -0.037429999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011978187153454712 -0.016177898645957919 0.047766737145492837 -0.0016460152425816293 leaf_weight=20.421005797041293 6.1986903932211126 1.2771955877178687 43.767023443697326 leaf_count=721 597 12 1120 internal_value=0 0.0041701 -0.00348097 internal_weight=0 21.6982 49.9657 internal_count=2450 733 1717 is_linear=0 shrinkage=0.0204111 Tree=6947 num_leaves=4 num_cat=0 split_feature=4 4 47 split_gain=2.25708 3.81823 3.49277 threshold=0.0067750000000000006 -0.0016099999999999997 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022657517008634635 0.0042709011436735415 -0.021124628559447623 -0.021525682843096066 leaf_weight=34.415783327171084 31.15667726295942 5.0355102695630185 2.2402713145129374 leaf_count=1624 655 162 31 internal_value=0 -0.00472585 0.00247432 internal_weight=0 39.4513 33.3969 internal_count=2472 1786 686 is_linear=0 shrinkage=0.0204111 Tree=6948 num_leaves=4 num_cat=0 split_feature=0 48 151 split_gain=1.82765 4.32547 3.05567 threshold=-0.10674499999999999 0.12879500000000002 0.06617000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0063916630835841939 -0.00054373789511333239 -0.017822386194622519 -0.021801168373051991 leaf_weight=33.015462212806597 37.08727265615471 3.2798209281536392 2.9374166715133461 leaf_count=413 1959 32 62 internal_value=0 0.00415548 -0.00216029 internal_weight=0 36.2953 40.0247 internal_count=2466 445 2021 is_linear=0 shrinkage=0.0204111 Tree=6949 num_leaves=4 num_cat=0 split_feature=3 133 47 split_gain=2.46669 3.14579 3.00926 threshold=-0.10373499999999998 -0.088099999999999984 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.1149898209947238e-05 -0.00043010569068575025 -1.0484195115059712e-05 0.00039876407223433908 leaf_weight=15.30746256357452 2.9132755463497224 53.023802408279153 4.9019346632121588 leaf_count=288 334 1791 34 internal_value=0 -3.31542e-05 0.000129611 internal_weight=0 55.9371 20.2094 internal_count=2447 2125 322 is_linear=0 shrinkage=0.000400217 Tree=6950 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=1.82857 1.81317 threshold=-0.39935999999999994 0.11332500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026542677814819678 -0.00041069211903860974 0.0073950019946619301 leaf_weight=0.89052727375201257 59.75661006781047 15.528170024816061 leaf_count=133 1999 347 internal_value=0 0.00120789 internal_weight=0 75.2848 internal_count=2479 2346 is_linear=0 shrinkage=0.0204111 Tree=6951 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=2.52722 2.94495 1.28311 threshold=0.18307500000000002 -0.12118 -0.13409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8103703556610928e-05 2.395097906966389e-05 -0.00010294519945059981 0.00046217527017800974 leaf_weight=24.97569348961224 1.9125156452391818 45.05619708971426 2.355600693539599 leaf_count=289 52 2073 62 internal_value=0 -4.19322e-05 0.000271442 internal_weight=0 70.0319 4.26812 internal_count=2476 2362 114 is_linear=0 shrinkage=0.000400217 Tree=6952 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=1.75005 1.86379 threshold=1.0000000180025095e-35 -0.23058999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0090439491444710123 -0.018202412337296806 -0.0013999155219442325 leaf_weight=7.9126785075641228 2.2172967896913169 62.954296009029349 leaf_count=55 53 2347 internal_value=0 -0.000221375 internal_weight=0 70.867 internal_count=2455 2402 is_linear=0 shrinkage=0.0204111 Tree=6953 num_leaves=4 num_cat=0 split_feature=160 128 0 split_gain=1.85099 1.78841 0.0434599 threshold=-0.25833999999999996 0.085185000000000025 -0.14454499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.009415453048092921 0.0011219230633818912 -0.018433574302113065 -0.021692334293267057 leaf_weight=0.41285876463371085 70.486108574552418 1.8917556156848139 1.4145573447676714 leaf_count=19 2075 174 189 internal_value=0 0.000583114 -0.0196224 internal_weight=0 72.3779 1.82742 internal_count=2457 2249 208 is_linear=0 shrinkage=0.0204111 Tree=6954 num_leaves=4 num_cat=0 split_feature=401 457 2 split_gain=1.71913 1.69448 0.384113 threshold=0.08481000000000001 -0.0046349999999999994 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0085201317358674887 -0.021824802353739944 0.0023151357128063169 -0.0015319995423245382 leaf_weight=6.4786447461592607 1.5458296389842865 68.72760813552577 0.53082668887509488 leaf_count=205 185 2064 42 internal_value=0 0.00137045 -0.0169814 internal_weight=0 75.2063 2.07666 internal_count=2496 2269 227 is_linear=0 shrinkage=0.0204111 Tree=6955 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=1.89964 3.35682 3.34351 threshold=0.060835000000000007 0.084805000000000019 0.13148500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043008528232264196 0.027895725578919676 0.0034285320361749599 -0.02562525443824475 leaf_weight=54.688228421016902 2.6001679814089611 17.192751320431853 2.0197327888017744 leaf_count=1569 75 782 34 internal_value=0 0.00678159 -0.00054658 internal_weight=0 19.7929 56.708 internal_count=2460 857 1603 is_linear=0 shrinkage=0.0204111 Tree=6956 num_leaves=3 num_cat=0 split_feature=160 45 split_gain=1.95257 1.61779 threshold=-0.25833999999999996 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042772515838533973 0.00041087071493866391 -6.1960479812171622e-06 leaf_weight=1.6190229042940689 1.4082619808614243 74.112119418849034 leaf_count=194 8 2228 internal_value=0 2.17793e-06 internal_weight=0 75.5204 internal_count=2430 2236 is_linear=0 shrinkage=0.000400217 Tree=6957 num_leaves=4 num_cat=0 split_feature=0 48 13 split_gain=2.89026 4.7242 2.6367 threshold=-0.13647999999999996 0.12474000000000002 -0.084024999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0073777028580214775 0.0020175725477529559 -0.018249229060519088 -0.0079218291384547494 leaf_weight=23.508849341189492 17.643997458773811 3.3241961581370552 29.781339039736849 leaf_count=290 614 34 1549 internal_value=0 0.00414028 -0.00422796 internal_weight=0 26.833 47.4253 internal_count=2487 324 2163 is_linear=0 shrinkage=0.0204111 Tree=6958 num_leaves=4 num_cat=0 split_feature=376 133 42 split_gain=1.87091 3.07263 0.760708 threshold=0.048375000000000008 1.0000000180025095e-35 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00079639128178045663 0.0015867709714356649 -0.012169700952818675 0.018209714536354008 leaf_weight=66.023390203665258 1.8282586629502473 8.4933207746944372 3.0732420788554 leaf_count=1555 18 824 112 internal_value=0 -0.000697509 0.0121833 internal_weight=0 74.5167 4.9015 internal_count=2509 2379 130 is_linear=0 shrinkage=0.0204111 Tree=6959 num_leaves=4 num_cat=0 split_feature=0 3 47 split_gain=2.72069 5.10011 2.85474 threshold=-0.10674499999999999 -0.10831999999999999 0.077555000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013868133072925972 0.00011683793605151055 -0.00017638787747559402 -0.00013296264055230933 leaf_weight=26.973269484762568 14.471417404332895 27.209248484396994 7.9379201004630877 leaf_count=362 223 1806 90 internal_value=0 -7.45404e-05 7.66888e-05 internal_weight=0 41.6807 34.9112 internal_count=2481 2029 452 is_linear=0 shrinkage=0.000400217 Tree=6960 num_leaves=3 num_cat=0 split_feature=34 156 split_gain=1.86081 1.89503 threshold=-0.086809999999999984 0.086945000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02325336051618597 0.0027861109377680482 -0.008274484396125114 leaf_weight=1.1527851796563471 66.635661960051038 7.0355000168292454 leaf_count=38 2069 301 internal_value=0 0.00171888 internal_weight=0 73.6712 internal_count=2408 2370 is_linear=0 shrinkage=0.0204111 Tree=6961 num_leaves=3 num_cat=0 split_feature=151 456 split_gain=1.93652 1.86905 threshold=0.13982000000000003 0.087485000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013700894042871135 -0.02477118100866987 -0.015193393004682854 leaf_weight=68.949145566592961 1.1544293295155501 2.8481365557890959 leaf_count=2275 32 132 internal_value=0 0.000690396 internal_weight=0 71.7973 internal_count=2439 2407 is_linear=0 shrinkage=0.0204111 Tree=6962 num_leaves=3 num_cat=0 split_feature=14 43 split_gain=2.12716 1.88017 threshold=0.062655000000000016 -0.51412499999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028967790801746743 -0.00043094360555635916 -1.0743655440430606e-06 leaf_weight=3.6391713875927953 1.6533205851774244 70.783662683148577 leaf_count=29 74 2330 internal_value=0 1.35568e-05 internal_weight=0 74.4228 internal_count=2433 2359 is_linear=0 shrinkage=0.000400217 Tree=6963 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.18586 5.57897 2.6515 threshold=-0.10674499999999999 -0.075379999999999989 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00088952160839999856 -0.01413353322484949 0.0019453876317779512 0.014412163960603868 leaf_weight=26.390160848266532 12.80205861971808 29.517724257992086 7.7287340577368004 leaf_count=350 1230 778 96 internal_value=0 -0.00294307 0.00398984 internal_weight=0 42.3198 34.1189 internal_count=2454 2008 446 is_linear=0 shrinkage=0.0204111 Tree=6964 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=1.71822 2.80612 threshold=-0.19998499999999997 -0.10919499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013683054942775798 -0.017942856345906269 0.00093358514170652337 leaf_weight=3.9512809851730699 3.3310076594352713 69.602954539035636 leaf_count=53 57 2354 internal_value=0 4.52866e-05 internal_weight=0 72.934 internal_count=2464 2411 is_linear=0 shrinkage=0.0204111 Tree=6965 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=1.88758 1.77243 threshold=0.10386000000000002 -0.10939499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0088400255557248963 -0.019793480289837146 0.0004180481084258401 leaf_weight=12.499705430662287 1.601118155333096 59.721748707912411 leaf_count=217 29 2200 internal_value=0 0.00188711 internal_weight=0 72.2215 internal_count=2446 2417 is_linear=0 shrinkage=0.0204111 Tree=6966 num_leaves=4 num_cat=0 split_feature=41 3 11 split_gain=1.6148 2.05603 0.982543 threshold=0.08178500000000001 -0.097754999999999995 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013011751087609749 -5.1032899572127226e-05 -1.9702320968835056e-05 -0.00047412608648496807 leaf_weight=20.277110846998767 1.8884333848327508 52.242255231298259 1.5844058488728476 leaf_count=300 64 2042 22 internal_value=0 2.23248e-05 -0.00025284 internal_weight=0 72.5194 3.47284 internal_count=2428 2342 86 is_linear=0 shrinkage=0.000400217 Tree=6967 num_leaves=4 num_cat=0 split_feature=4 483 13 split_gain=1.70837 1.73726 0.0956562 threshold=0.51087000000000005 0.10297500000000001 -0.079584999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066933977579484083 0.0078095738025401699 -0.021364203458856687 0.019741741493247974 leaf_weight=72.782815541067066 0.59699569530494079 1.6184454908980104 1.5288526350341261 leaf_count=2264 62 104 60 internal_value=0 -0.00115094 0.0169493 internal_weight=0 74.4013 2.12585 internal_count=2490 2368 122 is_linear=0 shrinkage=0.0204111 Tree=6968 num_leaves=4 num_cat=0 split_feature=480 0 4 split_gain=1.89615 1.92194 0.125843 threshold=0.084710000000000021 -0.10674499999999999 0.50944500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005214000570485205 -0.021051737075969704 -0.0014606481192854174 -0.0064899053514322425 leaf_weight=32.090465298453637 1.5212356317297224 40.58970465364564 0.44409235927741963 leaf_count=417 178 1868 10 internal_value=0 0.0014899 -0.0182885 internal_weight=0 72.6802 1.96533 internal_count=2473 2285 188 is_linear=0 shrinkage=0.0204111 Tree=6969 num_leaves=4 num_cat=0 split_feature=43 48 11 split_gain=1.8774 2.96776 2.28389 threshold=-0.074459999999999985 -0.032929999999999994 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001306087410646869 0.00024648709456993618 -6.7259431656465144e-05 -0.00029687036680465498 leaf_weight=25.967500540793484 5.3312576982862074 42.778359143515445 2.0632366477657333 leaf_count=923 87 1399 41 internal_value=0 -3.20001e-05 9.80877e-05 internal_weight=0 48.1096 28.0307 internal_count=2450 1486 964 is_linear=0 shrinkage=0.000400217 Tree=6970 num_leaves=3 num_cat=0 split_feature=12 12 split_gain=2.13463 1.79504 threshold=-0.13407999999999998 -0.070844999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020647101938379046 0.010623704308391496 -0.00036920693650209968 leaf_weight=1.899392280869505 6.7230595285218433 65.351298666312687 leaf_count=67 214 2219 internal_value=0 0.000671094 internal_weight=0 72.0744 internal_count=2500 2433 is_linear=0 shrinkage=0.0204111 Tree=6971 num_leaves=3 num_cat=0 split_feature=1373 151 split_gain=2.09146 1.89236 threshold=0.085770000000000013 0.10932500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016243870139573432 -0.018124256764871869 -0.018284117786678076 leaf_weight=71.814707313003055 2.329966926976339 1.9340614425600495 leaf_count=2378 50 47 internal_value=0 0.00107536 internal_weight=0 73.7488 internal_count=2475 2425 is_linear=0 shrinkage=0.0204111 Tree=6972 num_leaves=3 num_cat=0 split_feature=1456 128 split_gain=1.95641 1.87161 threshold=-1.0000000180025095e-35 0.085185000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040500390223197693 6.8180400923618024e-06 -0.00039115597450442666 leaf_weight=1.8857935363112108 72.058163196097667 1.831794365267341 leaf_count=222 2099 153 internal_value=0 -3.62498e-06 internal_weight=0 73.89 internal_count=2474 2252 is_linear=0 shrinkage=0.000400217 Tree=6973 num_leaves=4 num_cat=0 split_feature=14 0 0 split_gain=1.97404 3.31393 2.46578 threshold=-0.10708499999999999 -0.13409999999999997 -0.10674499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065479317967897903 0.00010296112399281336 4.489970436930006e-05 -4.6379018196825548e-05 leaf_weight=1.7927548774168824 31.359223492820092 2.4861281885823692 40.393917059103842 leaf_count=31 403 75 1951 internal_value=0 -0.000257478 1.89478e-05 internal_weight=0 4.27888 71.7531 internal_count=2460 106 2354 is_linear=0 shrinkage=0.000400217 Tree=6974 num_leaves=4 num_cat=0 split_feature=14 151 49 split_gain=2.00329 1.92154 0.00732515 threshold=0.076175000000000007 -0.52082499999999987 -0.0073549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038689589681885751 -0.00046641682848296039 4.6633495385955848e-05 -0.00027079418044303251 leaf_weight=1.5633314944498113 0.85570467897923663 74.287752024851216 0.77689503637338819 leaf_count=41 18 2347 59 internal_value=0 3.71411e-05 -0.000396681 internal_weight=0 75.8511 1.6326 internal_count=2465 2388 77 is_linear=0 shrinkage=0.000400217 Tree=6975 num_leaves=3 num_cat=0 split_feature=0 45 split_gain=2.08368 1.57634 threshold=0.21217000000000003 -0.080359999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041228869269595476 -0.00039765699243723165 2.8892929368184776e-06 leaf_weight=1.4255135767161835 1.9387871473445546 74.678881208623352 leaf_count=8 20 2448 internal_value=0 1.11522e-05 internal_weight=0 76.1044 internal_count=2476 2456 is_linear=0 shrinkage=0.000400217 Tree=6976 num_leaves=4 num_cat=0 split_feature=43 151 4 split_gain=2.63952 1.78527 0.0776696 threshold=0.21983500000000003 -0.52082499999999987 0.10637500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042337362515649504 -0.00054002200133812983 2.8655225341885735e-05 -0.00022545605756072942 leaf_weight=1.3141841924625612 1.2052070150584757 75.34833695884663 0.40496813715435553 leaf_count=43 130 2306 23 internal_value=0 2.03002e-05 -0.000480709 internal_weight=0 76.6625 1.61018 internal_count=2502 2349 153 is_linear=0 shrinkage=0.000400217 Tree=6977 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=1.93299 1.65615 threshold=0.26577500000000004 -0.52412999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017137413225177919 0.019912873797673526 -5.0645148796059567e-05 leaf_weight=2.3062843828229225 2.1008277358559999 68.223896477740709 leaf_count=23 95 2340 internal_value=0 0.000537663 internal_weight=0 70.5302 internal_count=2458 2363 is_linear=0 shrinkage=0.0204111 Tree=6978 num_leaves=4 num_cat=0 split_feature=1447 42 483 split_gain=1.92549 2.12428 0.226047 threshold=-1.0000000180025095e-35 -0.0044549999999999998 0.106785 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022206751646470194 -0.0090911375966615943 0.0017591525551517845 -0.002781673608819024 leaf_weight=1.6648516733584973 8.4055420234071772 63.919759615866496 0.33100830314288021 leaf_count=207 639 1576 22 internal_value=0 0.000486044 -0.019304 internal_weight=0 72.3253 1.99586 internal_count=2444 2215 229 is_linear=0 shrinkage=0.0204111 Tree=6979 num_leaves=4 num_cat=0 split_feature=42 123 12 split_gain=1.86744 2.60312 0.576874 threshold=-0.108275 1.0000000180025095e-35 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0056733110450698622 -0.00098886039332275939 0.012672906819584414 -0.024815510058005204 leaf_weight=1.2555456138215952 65.887015727032122 6.2594819016012471 1.486929840306402 leaf_count=26 2105 205 124 internal_value=0 0.000214245 -0.0166182 internal_weight=0 72.1465 2.74248 internal_count=2460 2310 150 is_linear=0 shrinkage=0.0204111 Tree=6980 num_leaves=4 num_cat=0 split_feature=4 13 4 split_gain=1.89422 2.37554 2.03689 threshold=0.27626000000000001 -0.032429999999999994 0.41580500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013996801243679977 0.00034874199146391928 2.0865013238385541e-05 8.4328892813486715e-06 leaf_weight=22.493457562050025 4.4403283852734585 42.045965219759637 7.4062072391352558 leaf_count=1176 70 1014 201 internal_value=0 -3.53343e-05 0.000138059 internal_weight=0 64.5394 11.8465 internal_count=2461 2190 271 is_linear=0 shrinkage=0.000400217 Tree=6981 num_leaves=4 num_cat=0 split_feature=15 15 0 split_gain=2.49797 3.33548 2.94781 threshold=-0.095804999999999987 -0.15094499999999997 -0.23078999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0532892232984697e-05 0.0003269476575594617 -0.00030863968615746866 2.0548413237885802e-05 leaf_weight=9.378945452514019 5.4701127657608586 8.0754364459626213 51.000332295765475 leaf_count=278 43 195 1933 internal_value=0 -0.000121953 5.08166e-05 internal_weight=0 17.4544 56.4704 internal_count=2449 473 1976 is_linear=0 shrinkage=0.000400217 Tree=6982 num_leaves=4 num_cat=0 split_feature=42 132 52 split_gain=1.81915 2.35221 1.88561 threshold=-1.0000000180025095e-35 0.081465000000000024 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028989086684547984 -0.00038609655707586986 0.00015991861883353449 4.1669895150533224e-05 leaf_weight=6.3161934721301787 1.5810276945376234 2.5376103029848309 66.697269936274097 leaf_count=550 199 126 1603 internal_value=0 -0.000160583 3.11488e-05 internal_weight=0 8.8538 68.2783 internal_count=2478 676 1802 is_linear=0 shrinkage=0.000400217 Tree=6983 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=2.09979 2.27573 1.57417 threshold=0.12541500000000003 0.09864500000000001 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016064669876230661 0.018608994516168036 -0.012369271301961025 0.00074411430068934087 leaf_weight=58.941235874930499 3.8992530951509234 7.0188903852340436 4.2331583360937657 leaf_count=1908 119 348 104 internal_value=0 -0.00147854 0.0094462 internal_weight=0 65.9601 8.13241 internal_count=2479 2256 223 is_linear=0 shrinkage=0.0204111 Tree=6984 num_leaves=3 num_cat=0 split_feature=1132 43 split_gain=1.8104 1.9343 threshold=-1.0000000180025095e-35 -0.18545499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022683958880288541 0.010580766633462932 0.00043169792049462078 leaf_weight=1.1858762343763363 8.7631976282573287 66.123034496440596 leaf_count=20 143 2302 internal_value=0 0.00163337 internal_weight=0 74.8862 internal_count=2465 2445 is_linear=0 shrinkage=0.0204111 Tree=6985 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.73815 3.30654 threshold=-0.5356749999999999 -0.47860499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034891830522407196 0.00045404535163568176 6.7452177825187261e-06 leaf_weight=1.9563637499813911 2.6346832513627296 73.134156795664239 leaf_count=26 43 2374 internal_value=0 2.29461e-05 internal_weight=0 75.7688 internal_count=2443 2417 is_linear=0 shrinkage=0.000400217 Tree=6986 num_leaves=3 num_cat=0 split_feature=10 13 split_gain=2.24524 2.05931 threshold=0.083760000000000015 0.11184000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.2510960240597685e-05 0.00036180671526100532 0.00012191848410029823 leaf_weight=61.125808194800811 2.2669382611784377 11.415125181854817 leaf_count=2246 52 167 internal_value=0 -3.33458e-05 internal_weight=0 72.5409 internal_count=2465 2413 is_linear=0 shrinkage=0.000400217 Tree=6987 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=2.33703 1.9641 0.0940199 threshold=0.25619500000000001 0.14198000000000002 0.16983500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012623075066156221 -0.017161664649090164 0.016227817141703293 -0.032014767421736673 leaf_weight=68.828114295165506 1.1407795687955502 2.6710678257586542 0.59036593709606666 leaf_count=2261 139 50 5 internal_value=0 -0.00058456 -0.0238641 internal_weight=0 71.4992 1.73115 internal_count=2455 2311 144 is_linear=0 shrinkage=0.0204111 Tree=6988 num_leaves=4 num_cat=0 split_feature=1 12 43 split_gain=2.13949 3.63779 2.28798 threshold=0.099515000000000006 0.09864500000000001 -0.053009999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006717090291983623 0.012780478208320747 -0.023239235226430642 0.00069890015049234127 leaf_weight=40.319716269634228 9.7873542357920105 3.1016401624510754 19.230104167883837 leaf_count=1576 263 252 367 internal_value=0 -0.00233936 0.00480738 internal_weight=0 43.4214 29.0175 internal_count=2458 1828 630 is_linear=0 shrinkage=0.0204111 Tree=6989 num_leaves=4 num_cat=0 split_feature=159 401 475 split_gain=2.10678 2.2027 1.45769 threshold=0.10506000000000001 0.087110000000000007 -0.051009999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024776795126372499 0.008483373378209794 -0.019964685150258069 -0.021861947038713012 leaf_weight=72.019549595773242 0.8124674067803429 1.7581149663383246 2.5178678170323101 leaf_count=2046 36 189 162 internal_value=0 0.00191344 -0.0144238 internal_weight=0 73.7777 3.33034 internal_count=2433 2235 198 is_linear=0 shrinkage=0.0204111 Tree=6990 num_leaves=4 num_cat=0 split_feature=2 0 48 split_gain=2.25883 2.14695 1.41021 threshold=0.12347500000000002 -0.23046999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0085727535187037386 0.024840361694635837 -0.0024537703948389077 0.0053935897272555161 leaf_weight=8.2612422259553551 1.8471184159716347 60.558151049617663 8.0190460539924953 leaf_count=74 27 2173 211 internal_value=0 -0.00111835 0.00927225 internal_weight=0 68.8194 9.86616 internal_count=2485 2247 238 is_linear=0 shrinkage=0.0204111 Tree=6991 num_leaves=3 num_cat=0 split_feature=0 1429 split_gain=2.59559 1.94592 threshold=0.21217000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047182235820691622 -0.00048688553815739386 4.6310378173335604e-06 leaf_weight=1.2879935769060455 1.7202056919340964 71.248758228410225 leaf_count=123 19 2306 internal_value=0 -4.54322e-06 internal_weight=0 72.5368 internal_count=2448 2429 is_linear=0 shrinkage=0.000400217 Tree=6992 num_leaves=3 num_cat=0 split_feature=48 1373 split_gain=2.14805 1.51099 threshold=-0.097454999999999986 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021445167440992761 -0.018785134538336322 0.0016093954055346189 leaf_weight=1.6781463793304272 1.4342410510871548 72.167065739340615 leaf_count=39 22 2392 internal_value=0 0.00118404 internal_weight=0 73.6013 internal_count=2453 2414 is_linear=0 shrinkage=0.0204111 Tree=6993 num_leaves=4 num_cat=0 split_feature=43 52 13 split_gain=1.87435 2.31449 1.88759 threshold=-0.18545499999999995 0.084805000000000019 0.26937000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028504848424280182 6.1756363315790067e-06 -0.00018199823290783099 -0.00012400907783007681 leaf_weight=6.1306014111178211 54.9802466506153 12.818248681324802 2.467851423578395 leaf_count=112 1579 725 46 internal_value=0 -2.96427e-05 0.00016756 internal_weight=0 67.7985 8.59845 internal_count=2462 2304 158 is_linear=0 shrinkage=0.000400217 Tree=6994 num_leaves=4 num_cat=0 split_feature=48 13 52 split_gain=2.11695 2.73475 2.39752 threshold=-0.065224999999999991 -0.09194999999999999 -0.0059799999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014369626455270501 0.00011646483767439075 -6.7928354258104328e-05 0.00037673836768849336 leaf_weight=1.9953333193552678 16.829582933714846 53.699002301553264 4.4013334314804515 leaf_count=73 351 2002 62 internal_value=0 -2.38135e-05 0.000214718 internal_weight=0 70.5286 6.39667 internal_count=2488 2353 135 is_linear=0 shrinkage=0.000400217 Tree=6995 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.85831 2.39433 threshold=-0.15747999999999998 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033537421344153635 -0.00034173433399934788 1.7274852590055408e-05 leaf_weight=2.665380226520937 2.9985368348861803 68.460065521519937 leaf_count=28 136 2263 internal_value=0 1.6991e-06 internal_weight=0 71.4586 internal_count=2427 2399 is_linear=0 shrinkage=0.000400217 Tree=6996 num_leaves=3 num_cat=0 split_feature=14 151 split_gain=2.12746 1.7989 threshold=0.076175000000000007 -0.27336999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017265860430333898 -0.02196463014357181 0.001438861603701865 leaf_weight=2.09758809215782 1.6285204878495267 70.302851259659292 leaf_count=58 69 2281 internal_value=0 0.000871124 internal_weight=0 72.4004 internal_count=2408 2339 is_linear=0 shrinkage=0.0204111 Tree=6997 num_leaves=3 num_cat=0 split_feature=48 43 split_gain=2.12433 1.95389 threshold=-0.090169999999999986 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032141838508478607 8.2225513840892964e-05 -5.2797772725192917e-05 leaf_weight=3.2992012216272988 27.497345906082046 45.271761088893982 leaf_count=49 971 1467 internal_value=0 -1.72843e-06 internal_weight=0 72.7691 internal_count=2487 2438 is_linear=0 shrinkage=0.000400217 Tree=6998 num_leaves=3 num_cat=0 split_feature=43 15 split_gain=1.71113 1.79663 threshold=-0.51412499999999983 -0.46714499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027843809123791966 0.00033402953032005746 -8.3867396957302951e-06 leaf_weight=3.6921905474009682 2.4287608892518611 72.11793566461165 leaf_count=40 99 2371 internal_value=0 3.25354e-06 internal_weight=0 74.5467 internal_count=2510 2470 is_linear=0 shrinkage=0.000400217 Tree=6999 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=2.15142 2.41665 1.78457 threshold=0.081365000000000007 -0.12118 0.40404500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018442017126038361 -0.00045777014284320469 -1.2609958781543073e-05 -1.4229019846713547e-05 leaf_weight=11.947146846199756 2.7411713580604546 57.517409333560863 2.9758627340197563 leaf_count=134 111 2208 30 internal_value=0 2.15193e-05 -0.000231604 internal_weight=0 69.4646 5.71703 internal_count=2483 2342 141 is_linear=0 shrinkage=0.000400217 Tree=7000 num_leaves=4 num_cat=0 split_feature=1447 403 13 split_gain=1.96191 1.90301 0.437001 threshold=-1.0000000180025095e-35 0.090880000000000016 -0.15340499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031795869517945836 0.0015161852132878936 -0.018878333143271697 -0.02032810669693173 leaf_weight=0.35316278040409121 72.984502953378978 1.8454454493366927 2.1460625534054989 leaf_count=10 2050 199 228 internal_value=0 0.000985765 -0.0170124 internal_weight=0 74.8299 2.49923 internal_count=2487 2249 238 is_linear=0 shrinkage=0.0204111 Tree=7001 num_leaves=3 num_cat=0 split_feature=48 3 split_gain=2.33111 2.24841 threshold=0.12879500000000002 -0.097754999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0074345136112229978 -0.013761438171322216 -0.0003797973722320023 leaf_weight=22.264276110225182 3.9825453347384601 48.751864998951532 leaf_count=357 69 2045 internal_value=0 0.00207791 internal_weight=0 71.0161 internal_count=2471 2402 is_linear=0 shrinkage=0.0204111 Tree=7002 num_leaves=3 num_cat=0 split_feature=1444 4 split_gain=2.10769 2.11285 threshold=-0.084274999999999989 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021986894628157075 -0.017451154212149142 -0.0011951158146103627 leaf_weight=1.4498970136919513 3.3892888269037931 69.087815892129584 leaf_count=27 125 2286 internal_value=0 -0.00198105 internal_weight=0 72.4771 internal_count=2438 2411 is_linear=0 shrinkage=0.0204111 Tree=7003 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.82799 2.00627 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038466787952138259 0.00063921503265109304 2.6540429453187984e-05 leaf_weight=1.5995893154431531 0.75454274006187816 73.517310499733867 leaf_count=223 3 2249 internal_value=0 3.37175e-05 internal_weight=0 74.2719 internal_count=2475 2252 is_linear=0 shrinkage=0.000400217 Tree=7004 num_leaves=4 num_cat=0 split_feature=42 4 151 split_gain=2.48063 4.53896 2.08889 threshold=0.085675000000000015 0.063160000000000008 0.13340000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.0080205075627802e-05 -0.00032680511530803179 6.7881598860041088e-05 0.00048605375675147064 leaf_weight=58.750262322821072 8.9797112036194466 9.5247322489303752 1.5435688918951189 leaf_count=1494 760 208 15 internal_value=0 -0.000124463 4.26328e-05 internal_weight=0 18.5044 60.2938 internal_count=2477 968 1509 is_linear=0 shrinkage=0.000400217 Tree=7005 num_leaves=4 num_cat=0 split_feature=3 43 3 split_gain=1.67868 3.34894 1.92717 threshold=-0.097754999999999995 0.085765000000000022 -0.075774999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016558505530872236 -0.00019144269276777834 -0.00025886507163416127 5.8635950489557063e-06 leaf_weight=19.400503184580888 9.4061800616655074 3.4104616674594572 47.46214130883709 leaf_count=328 1193 42 954 internal_value=0 0.000101171 -2.70835e-05 internal_weight=0 22.811 56.8683 internal_count=2517 370 2147 is_linear=0 shrinkage=0.000400217 Tree=7006 num_leaves=4 num_cat=0 split_feature=43 43 376 split_gain=2.77495 4.02587 2.42215 threshold=-0.083814999999999987 -0.08595499999999999 0.088055000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2939225470206716e-05 -7.6395455924211256e-05 0.00076103802265188559 0.0003504713460308788 leaf_weight=20.312572535873191 53.852053678030643 1.3059635902391153 2.1070159332521134 leaf_count=518 1819 92 48 internal_value=0 0.000108815 -5.9655e-05 internal_weight=0 21.6185 55.9591 internal_count=2477 610 1867 is_linear=0 shrinkage=0.000400217 Tree=7007 num_leaves=4 num_cat=0 split_feature=43 16 42 split_gain=2.51588 2.91809 1.91121 threshold=-0.15786499999999998 0.22564000000000003 -0.11377999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0080570128705812413 -0.00029727385061317221 -0.015139206433080078 0.01370944664062909 leaf_weight=2.0391919257162945 60.338529095169179 5.9630592204193809 8.0076453462534101 leaf_count=57 1942 321 123 internal_value=0 -0.00165541 0.00925143 internal_weight=0 66.3016 10.0468 internal_count=2443 2263 180 is_linear=0 shrinkage=0.0204111 Tree=7008 num_leaves=3 num_cat=0 split_feature=39 15 split_gain=2.29497 1.96673 threshold=-0.046074999999999991 -0.25061999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022655449375273706 0.01184261574116551 0.00021519304454805776 leaf_weight=1.5990498128230672 6.5434170053449625 67.85760291049246 leaf_count=34 199 2248 internal_value=0 0.00125406 internal_weight=0 74.401 internal_count=2481 2447 is_linear=0 shrinkage=0.0204111 Tree=7009 num_leaves=4 num_cat=0 split_feature=2 42 16 split_gain=2.75683 3.01903 1.43863 threshold=0.12203000000000001 0.091735000000000025 0.10489000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4420463275070024e-06 0.00026426358114892172 -0.00025844312754308104 -0.00014221214959626231 leaf_weight=58.212461697107756 8.5941415637862502 7.5725082956068936 1.5869179340443214 leaf_count=1777 196 433 66 internal_value=0 -2.2666e-05 0.000200049 internal_weight=0 65.785 10.1811 internal_count=2472 2210 262 is_linear=0 shrinkage=0.000400217 Tree=7010 num_leaves=4 num_cat=0 split_feature=12 3 4 split_gain=3.45774 3.35505 2.18209 threshold=0.079890000000000017 0.10812000000000001 -0.0014249999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014995953702618493 -0.00017621144098867265 0.00022201670829019929 -3.3078744731685504e-05 leaf_weight=18.6107764832268 27.434727676211882 3.7668941433657883 23.487205732715665 leaf_count=267 1785 26 396 internal_value=0 -0.000127512 4.80224e-05 internal_weight=0 31.2016 42.098 internal_count=2474 1811 663 is_linear=0 shrinkage=0.000400217 Tree=7011 num_leaves=4 num_cat=0 split_feature=484 1132 16 split_gain=2.63208 1.70744 0.16303 threshold=-0.082244999999999985 -1.0000000180025095e-35 -0.062804999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014398792091323799 -0.00042354033701831942 3.3356474630540759e-05 -0.00047379441123735204 leaf_weight=0.42219307798950501 1.2228261869167898 71.667078358861545 1.6774677029352449 leaf_count=56 21 2204 176 internal_value=0 2.50536e-05 -0.000418125 internal_weight=0 72.8899 2.09966 internal_count=2457 2225 232 is_linear=0 shrinkage=0.000400217 Tree=7012 num_leaves=3 num_cat=0 split_feature=453 15 split_gain=1.9111 2.01401 threshold=1.0000000180025095e-35 0.084050000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019149324216361379 -0.016067871260249441 -0.0097719718722218372 leaf_weight=64.012296930405682 2.8027547395322463 6.6827462527162416 leaf_count=1559 64 841 internal_value=0 0.000796473 internal_weight=0 70.695 internal_count=2464 2400 is_linear=0 shrinkage=0.0204111 Tree=7013 num_leaves=3 num_cat=0 split_feature=1375 1213 split_gain=2.98436 1.84642 threshold=-0.43429999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031220447180178069 -0.015988759399474754 0.0012363807986041629 leaf_weight=1.1375844398644392 2.5811355822588657 69.460184774771733 leaf_count=11 386 2067 internal_value=0 0.000595375 internal_weight=0 72.0413 internal_count=2464 2453 is_linear=0 shrinkage=0.0204111 Tree=7014 num_leaves=3 num_cat=0 split_feature=457 47 split_gain=2.57504 2.32206 threshold=-0.15747999999999998 0.086380000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019511188657945312 0.0011241834601461533 -0.0079628513256975626 leaf_weight=2.5965398096450363 56.232879092124676 14.680226387346918 leaf_count=29 2098 306 internal_value=0 -0.000766576 internal_weight=0 70.9131 internal_count=2433 2404 is_linear=0 shrinkage=0.0204111 Tree=7015 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.52889 1.50215 threshold=-0.51498499999999992 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019638168879104492 0.022258426084804991 -0.00034263249337497856 leaf_weight=1.5714392199297424 1.1336806647668698 74.326467812011288 leaf_count=193 43 2236 internal_value=0 2.93911e-05 internal_weight=0 75.4601 internal_count=2472 2279 is_linear=0 shrinkage=0.0204111 Tree=7016 num_leaves=4 num_cat=0 split_feature=14 151 48 split_gain=1.91951 1.71725 0.167434 threshold=0.062655000000000016 -0.28286499999999998 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017084194871353368 -0.012459615823651111 0.0010978727240834585 -0.028169686763025358 leaf_weight=2.1185482559958464 0.91093040243140422 72.695388807144809 0.75452041335847642 leaf_count=56 13 2361 68 internal_value=0 0.00055824 -0.0209031 internal_weight=0 74.8139 1.66545 internal_count=2498 2417 81 is_linear=0 shrinkage=0.0204111 Tree=7017 num_leaves=4 num_cat=0 split_feature=484 123 16 split_gain=2.61349 1.94145 1.92394 threshold=-0.0068949999999999992 0.087755000000000014 -0.55433999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019654150567508299 -0.030945180575432839 0.017967907196101394 0.0024141785394054837 leaf_weight=3.6835667042014384 0.61631870208657247 0.58238715864717949 68.960038207223079 leaf_count=383 15 10 2075 internal_value=0 -0.0141898 0.00206943 internal_weight=0 4.26595 69.5764 internal_count=2483 393 2090 is_linear=0 shrinkage=0.0204111 Tree=7018 num_leaves=3 num_cat=0 split_feature=45 31 split_gain=2.20037 1.83293 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020956504867108282 0.020916700236964351 -0.0020098810174940304 leaf_weight=1.7397457872139046 1.3702609421197838 74.36274978426809 leaf_count=19 67 2405 internal_value=0 -0.0015648 internal_weight=0 75.733 internal_count=2491 2472 is_linear=0 shrinkage=0.0204111 Tree=7019 num_leaves=4 num_cat=0 split_feature=457 52 43 split_gain=2.67534 3.40292 1.75534 threshold=0.080930000000000016 -0.088089999999999988 -0.15786499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0064399781283362972 -0.017927430925560619 0.012463596411173249 -0.0032530863968272998 leaf_weight=9.0531905330935825 1.6746933830727346 11.224874950275987 51.68730059990321 leaf_count=164 52 159 2104 internal_value=0 0.00839775 -0.00179917 internal_weight=0 12.8996 60.7405 internal_count=2479 211 2268 is_linear=0 shrinkage=0.0204111 Tree=7020 num_leaves=4 num_cat=0 split_feature=457 43 2 split_gain=1.87216 2.14497 1.75754 threshold=-0.079829999999999984 -0.069909999999999986 0.11234000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042720814296633787 0.00010153642902368005 -4.0391794086705686e-05 0.00012846424308524443 leaf_weight=2.9032404162790035 26.757666455951039 46.592271895240629 1.2451102662598712 leaf_count=149 924 1404 19 internal_value=0 1.14587e-05 -0.000261432 internal_weight=0 73.3499 4.14835 internal_count=2496 2328 168 is_linear=0 shrinkage=0.000400217 Tree=7021 num_leaves=4 num_cat=0 split_feature=1 1 2 split_gain=2.15585 2.25514 0.852864 threshold=0.13662500000000002 0.13075500000000004 0.13816000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1390188862942461e-07 8.4054201591571851e-05 -0.00041737358237669739 0.00042392075254282427 leaf_weight=69.401562459102024 2.3531567567697484 2.0308898731891523 2.4143244210608827 leaf_count=2255 55 49 80 internal_value=0 -1.30003e-05 0.000261946 internal_weight=0 71.4325 4.76748 internal_count=2439 2304 135 is_linear=0 shrinkage=0.000400217 Tree=7022 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=2.03154 2.51302 0.517107 threshold=-0.23078999999999997 -0.15211999999999995 -0.23315999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1102098472965957e-05 -0.0002252661921190129 -1.6717497462817728e-06 0.00029807026737048821 leaf_weight=3.6882953294698382 9.2922583123036002 55.976390987501873 3.4676728295744388 leaf_count=60 125 2259 16 internal_value=0 -3.3836e-05 0.000189214 internal_weight=0 65.2686 7.15597 internal_count=2460 2384 76 is_linear=0 shrinkage=0.000400217 Tree=7023 num_leaves=3 num_cat=0 split_feature=14 2 split_gain=2.10099 1.96521 threshold=-0.46885499999999997 0.12228000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023095899135556541 -0.00031454182100223706 0.010096053024353756 leaf_weight=1.439910141074505 64.47695453623146 8.4439171925259853 leaf_count=31 2212 243 internal_value=0 0.00090459 internal_weight=0 72.9209 internal_count=2486 2455 is_linear=0 shrinkage=0.0204111 Tree=7024 num_leaves=3 num_cat=0 split_feature=160 1456 split_gain=1.93638 1.91875 threshold=-0.40446999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021760155175936779 -0.020366276080649687 0.0012930233554732167 leaf_weight=1.5166709130089646 1.6357525858111319 68.17900051896504 leaf_count=202 186 2046 internal_value=0 0.00075375 internal_weight=0 69.8148 internal_count=2434 2232 is_linear=0 shrinkage=0.0204111 Tree=7025 num_leaves=3 num_cat=0 split_feature=51 16 split_gain=1.77504 1.6233 threshold=-0.40274499999999996 -0.55433999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040356562836011041 -0.0005275245190664049 2.3138714424676869e-05 leaf_weight=1.5302301332194463 0.75538551333011028 75.941235295889783 leaf_count=98 23 2373 internal_value=0 1.69541e-05 internal_weight=0 76.6966 internal_count=2494 2396 is_linear=0 shrinkage=0.000400217 Tree=7026 num_leaves=4 num_cat=0 split_feature=52 14 12 split_gain=1.91141 1.88829 0.478515 threshold=-0.40306999999999998 -0.23083499999999998 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0084940828624643899 -0.0117575323365075 0.0020951073970441841 -0.020301964356633902 leaf_weight=0.20871131575040669 4.2569211559457463 66.626762885372045 2.0539975773281176 leaf_count=6 101 2101 253 internal_value=0 0.00124596 -0.0173706 internal_weight=0 70.8837 2.26271 internal_count=2461 2202 259 is_linear=0 shrinkage=0.0204111 Tree=7027 num_leaves=4 num_cat=0 split_feature=15 4 3 split_gain=2.77959 6.46838 2.2868 threshold=0.048235000000000007 0.18599000000000002 -0.13088999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0085559903584378864 -0.020214925323282971 0.018993201880277505 -0.00080052653637866032 leaf_weight=13.881558983571265 7.0110824754301557 2.2276154258288443 48.882396557253742 leaf_count=200 904 16 1348 internal_value=0 -0.0106469 0.00128041 internal_weight=0 9.2387 62.764 internal_count=2468 920 1548 is_linear=0 shrinkage=0.0204111 Tree=7028 num_leaves=4 num_cat=0 split_feature=2 1 2 split_gain=2.49456 2.8138 2.55118 threshold=0.075670000000000015 0.098950000000000024 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019035763750390382 0.017213129394778034 -0.0007833304635269274 0.0013868258665352864 leaf_weight=4.9290993246686439 4.5118051499557614 11.685841893115137 51.949704343185658 leaf_count=334 151 255 1739 internal_value=0 -0.0062894 0.00268306 internal_weight=0 16.6149 56.4615 internal_count=2479 589 1890 is_linear=0 shrinkage=0.0204111 Tree=7029 num_leaves=4 num_cat=0 split_feature=484 40 453 split_gain=2.30724 2.10053 2.06362 threshold=-0.0068949999999999992 -0.0095299999999999985 0.10071000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022877519405860972 3.6982012421612959e-05 -0.0003890499811593399 -0.00044662936280272768 leaf_weight=1.0526867749867959 67.889155778041641 3.848118328707641 1.3316745203919698 leaf_count=16 2038 377 16 internal_value=0 -0.000254196 2.6972e-05 internal_weight=0 4.90081 69.2208 internal_count=2447 393 2054 is_linear=0 shrinkage=0.000400217 Tree=7030 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.62421 7.46733 2.25123 threshold=-0.074664999999999995 -0.10161999999999997 -0.28154499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001678618076266641 0.018308105356967169 -0.018209430281864676 0.0025744870783438994 leaf_weight=34.240683176470156 4.3593659392499857 10.092800681138213 25.189414646563819 leaf_count=471 88 1252 665 internal_value=0 -0.00288349 0.00495604 internal_weight=0 44.3335 29.5488 internal_count=2476 1723 753 is_linear=0 shrinkage=0.0204111 Tree=7031 num_leaves=3 num_cat=0 split_feature=1373 1373 split_gain=1.6952 1.63012 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.5418657040627752e-06 -0.00044498219628934444 0.00026750666128180154 leaf_weight=74.526451286613337 1.2195072239410354 3.6489812566433093 leaf_count=2422 18 56 internal_value=0 1.04277e-05 internal_weight=0 78.1754 internal_count=2496 2478 is_linear=0 shrinkage=0.000400217 Tree=7032 num_leaves=4 num_cat=0 split_feature=43 0 132 split_gain=2.34903 1.9719 0.126358 threshold=0.2506000000000001 0.043560000000000008 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4395720539414238e-05 -0.00021507628688576219 0.00015603932155137135 -0.00053580664135567321 leaf_weight=62.264631180760261 0.50328104045820499 13.058101256843655 1.1142682653662621 leaf_count=2125 73 199 82 internal_value=0 1.5339e-05 -0.0004564 internal_weight=0 75.3227 1.61755 internal_count=2479 2324 155 is_linear=0 shrinkage=0.000400217 Tree=7033 num_leaves=4 num_cat=0 split_feature=14 147 48 split_gain=1.83008 2.06547 0.0835233 threshold=0.062655000000000016 1.0000000180025095e-35 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073116124705511457 -0.012848555189178918 0.011048264839406097 -0.025242467589127775 leaf_weight=63.59631221730524 0.92591614135017153 6.7585739742789874 0.85267728324833914 leaf_count=2232 15 130 69 internal_value=0 0.000416175 -0.0199334 internal_weight=0 70.3549 1.77859 internal_count=2446 2362 84 is_linear=0 shrinkage=0.0204111 Tree=7034 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=2.3 6.1778 2.19639 threshold=-0.084024999999999975 -0.084169999999999981 0.035895000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0565997170446667e-05 -2.6145779363354565e-05 0.00090971043218427013 -0.00026539344170741327 leaf_weight=22.295719824493066 46.287461513516973 1.2806779828570132 6.9814123877695229 leaf_count=718 1061 13 683 internal_value=0 9.1855e-05 -5.79925e-05 internal_weight=0 23.5764 53.2689 internal_count=2475 731 1744 is_linear=0 shrinkage=0.000400217 Tree=7035 num_leaves=4 num_cat=0 split_feature=3 47 1 split_gain=2.19089 2.31435 2.05319 threshold=-0.13170999999999997 0.085270000000000026 0.11588000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026952117782961548 -0.0031029521861336107 0.020624595921164422 0.0061066980100014673 leaf_weight=11.003216545261237 45.849584201603648 4.033654623432084 12.810470747113866 leaf_count=224 1921 28 307 internal_value=0 0.00762168 -0.0010839 internal_weight=0 15.0369 58.6601 internal_count=2480 252 2228 is_linear=0 shrinkage=0.0204111 Tree=7036 num_leaves=3 num_cat=0 split_feature=151 1348 split_gain=1.77342 1.67516 threshold=-0.28286499999999998 0.090205000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019718489661312153 -0.00050261631972451217 0.020083942965610967 leaf_weight=1.8449328075193978 71.517320100931101 1.5735045226756472 leaf_count=53 2389 32 internal_value=0 -2.93857e-05 internal_weight=0 73.0908 internal_count=2474 2421 is_linear=0 shrinkage=0.0204111 Tree=7037 num_leaves=3 num_cat=0 split_feature=1456 13 split_gain=2.06235 1.84858 threshold=-1.0000000180025095e-35 -0.5356749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040142240168569774 -0.00034563798155967982 2.8499846258042049e-05 leaf_weight=1.8140158883088577 2.06539689991041 74.389820031037743 leaf_count=225 25 2226 internal_value=0 1.7902e-05 internal_weight=0 76.4552 internal_count=2476 2251 is_linear=0 shrinkage=0.000400217 Tree=7038 num_leaves=4 num_cat=0 split_feature=14 457 2 split_gain=1.88436 2.00353 0.0800846 threshold=0.076175000000000007 -1.0000000180025095e-35 0.093045000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010928453251040854 -0.026653802507682244 0.0010667182060580759 -0.013427061067452686 leaf_weight=6.2301793830702072 0.82710155594304413 67.899416831648523 0.81179066024924396 leaf_count=198 56 2190 23 internal_value=0 4.36295e-05 -0.0213799 internal_weight=0 74.1296 1.63889 internal_count=2467 2388 79 is_linear=0 shrinkage=0.0204111 Tree=7039 num_leaves=4 num_cat=0 split_feature=3 47 48 split_gain=2.52457 2.40709 1.74919 threshold=-0.097754999999999995 0.092530000000000015 -0.032929999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039705805940648 -9.8039704043866539e-06 -0.00022359491054287255 6.3362930731344962e-05 leaf_weight=2.7728921791422207 41.02932285875977 10.510238663046037 20.271431655544802 leaf_count=37 1854 217 334 internal_value=0 -5.37916e-05 0.000105242 internal_weight=0 51.5396 23.0443 internal_count=2442 2071 371 is_linear=0 shrinkage=0.000400217 Tree=7040 num_leaves=4 num_cat=0 split_feature=128 151 2 split_gain=1.8508 1.66754 0.0839312 threshold=0.085185000000000025 -0.27336999999999995 0.087035000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034637360726898621 -0.00044717408860064283 2.115286911024351e-05 -0.00018409432881016143 leaf_weight=1.9214954355193175 1.2895729816373194 71.729877400073747 0.4987926928224623 leaf_count=55 111 2253 60 internal_value=0 1.10532e-05 -0.000388969 internal_weight=0 73.6514 1.78837 internal_count=2479 2308 171 is_linear=0 shrinkage=0.000400217 Tree=7041 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=3.13313 2.58336 threshold=-0.43429999999999996 -0.0044549999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030842813488546828 -0.0099233915350817811 0.0020574241319797782 leaf_weight=1.2288248748809554 8.3871833610637605 63.562972669678857 leaf_count=12 659 1812 internal_value=0 0.000647579 internal_weight=0 71.9502 internal_count=2483 2471 is_linear=0 shrinkage=0.0204111 Tree=7042 num_leaves=4 num_cat=0 split_feature=2 12 15 split_gain=2.42194 2.73025 2.61603 threshold=0.08894500000000001 0.09864500000000001 0.084020000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.007816730622393072 0.0045212802292230129 -0.012011870974983215 0.0098819768762823425 leaf_weight=21.470733686975112 41.131105912247222 4.5203854774117636 4.0485694010749276 leaf_count=686 949 267 546 internal_value=0 0.00285879 -0.00497798 internal_weight=0 45.6515 25.5193 internal_count=2448 1216 1232 is_linear=0 shrinkage=0.0204111 Tree=7043 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=2.06013 3.29007 1.98753 threshold=0.27626000000000001 0.092520000000000005 0.11924500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062839166594287046 0.013512820731942283 -0.012885262517567445 -0.0063184887335317992 leaf_weight=51.962111585786261 7.9175059853732801 8.6592295621594513 2.7779709268252191 leaf_count=2027 184 171 76 internal_value=0 -0.00132211 0.00834987 internal_weight=0 60.6213 10.6955 internal_count=2458 2198 260 is_linear=0 shrinkage=0.0204111 Tree=7044 num_leaves=4 num_cat=0 split_feature=47 47 16 split_gain=1.90332 2.74176 2.21784 threshold=0.11069000000000002 0.092530000000000015 -0.27207999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068956324676467632 -0.0087771593458164775 -0.015004310960879922 0.014446262133172969 leaf_weight=58.987637722325417 2.266700406151358 6.0456913021043865 6.1911347257664584 leaf_count=2211 31 134 106 internal_value=0 -0.00204381 0.00818902 internal_weight=0 65.0333 8.45784 internal_count=2482 2345 137 is_linear=0 shrinkage=0.0204111 Tree=7045 num_leaves=4 num_cat=0 split_feature=1 42 0 split_gain=2.46584 2.42438 2.08779 threshold=0.11332500000000002 0.093735000000000013 -0.22961999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039706775542167571 -0.017429763795688735 -0.015209292442132804 0.0092801910636592603 leaf_weight=53.288319256777868 1.2208690377883638 4.9276065150916102 15.388696123478438 leaf_count=1779 8 344 355 internal_value=0 -0.00167762 0.00721334 internal_weight=0 58.2159 16.6096 internal_count=2486 2123 363 is_linear=0 shrinkage=0.0204111 Tree=7046 num_leaves=4 num_cat=0 split_feature=1 52 131 split_gain=2.04867 3.60487 1.6615 threshold=0.10423500000000001 0.11379500000000002 0.10216000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010488761713195085 0.0028175976965710454 -0.021249689825720005 0.022055842757192891 leaf_weight=44.056335186876822 25.500299196337441 3.9053282037557429 1.9119312550174061 leaf_count=1669 508 309 35 internal_value=0 -0.00273941 0.00424368 internal_weight=0 47.9617 27.4122 internal_count=2521 1978 543 is_linear=0 shrinkage=0.0204111 Tree=7047 num_leaves=4 num_cat=0 split_feature=0 4 48 split_gain=2.43573 2.44821 2.05322 threshold=-0.23025999999999999 0.27626000000000001 0.086165000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017940937448627674 -0.0033181290239131171 0.0081932735315240323 -0.00045468707766080515 leaf_weight=5.1731418443378043 53.004838492582167 8.8926078321674122 4.8347702673636377 leaf_count=51 2169 234 33 internal_value=0 -0.00165251 0.0091474 internal_weight=0 61.8974 10.0079 internal_count=2487 2403 84 is_linear=0 shrinkage=0.0204111 Tree=7048 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=2.44005 3.8068 3.79188 threshold=-0.061889999999999994 0.086380000000000012 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4436906513123193e-05 0.0086538092782200825 -0.013962283949555484 -0.010410821475890302 leaf_weight=37.11239290352114 20.805065322289014 10.279874405234294 5.3853060689725671 leaf_count=1729 359 236 93 internal_value=0 -0.00304302 0.00470608 internal_weight=0 47.3923 26.1904 internal_count=2417 1965 452 is_linear=0 shrinkage=0.0204111 Tree=7049 num_leaves=3 num_cat=0 split_feature=46 48 split_gain=2.1335 1.90381 threshold=0.081930000000000017 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.7785954733352854e-05 -0.00041060385020465706 -0.00025962975426014571 leaf_weight=67.257646315147213 1.8538312443415623 3.7936860712688931 leaf_count=2366 45 57 internal_value=0 1.20554e-05 internal_weight=0 71.0513 internal_count=2468 2423 is_linear=0 shrinkage=0.000400217 Tree=7050 num_leaves=4 num_cat=0 split_feature=15 457 147 split_gain=1.7811 2.01211 1.4821 threshold=0.091545000000000015 -1.0000000180025095e-35 0.15831500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018042645501043316 -0.00028518878400323236 5.1869338870624277e-05 0.00032178906112496225 leaf_weight=6.4758879128276012 4.7136659250027142 64.056027597815046 0.64867925271391857 leaf_count=196 403 1837 5 internal_value=0 3.02889e-05 -0.000206683 internal_weight=0 70.5319 5.36235 internal_count=2441 2033 408 is_linear=0 shrinkage=0.000400217 Tree=7051 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.85273 2.65699 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018260170179444236 0.023484690189922497 0.00037927701990306977 leaf_weight=2.0172834345430593 2.024063023429334 70.943619206243966 leaf_count=26 35 2415 internal_value=0 0.0010552 internal_weight=0 72.9677 internal_count=2476 2450 is_linear=0 shrinkage=0.0204111 Tree=7052 num_leaves=4 num_cat=0 split_feature=3 52 16 split_gain=2.70398 2.01138 0.41425 threshold=0.18307500000000002 -0.08130999999999998 -0.24404999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3904664551318734e-05 0.0004668688634512009 -6.7566218456385763e-05 0.00019503810593060787 leaf_weight=19.099943045128384 1.4327082067611625 52.117547450779057 2.9380724673683281 leaf_count=592 50 1749 70 internal_value=0 -2.6875e-05 0.000293578 internal_weight=0 71.2175 4.37078 internal_count=2461 2341 120 is_linear=0 shrinkage=0.000400217 Tree=7053 num_leaves=4 num_cat=0 split_feature=14 43 2 split_gain=2.11675 1.78149 0.292396 threshold=0.062655000000000016 -0.51412499999999983 0.090675000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014451958031846641 -0.032237208147011899 -0.00095087945893619424 -0.012621739361646862 leaf_weight=3.165443414123728 0.73947832350677234 68.682168221102074 0.89441986443944188 leaf_count=26 54 2344 33 internal_value=0 -0.000250834 -0.0229975 internal_weight=0 71.8476 1.6339 internal_count=2457 2370 87 is_linear=0 shrinkage=0.0204111 Tree=7054 num_leaves=4 num_cat=0 split_feature=15 0 51 split_gain=2.09347 1.89653 1.05121 threshold=-0.25061999999999995 -0.10566999999999999 0.0045000000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033775393535069738 6.6000078884747684e-05 -6.7076689529481763e-05 -9.769075910557333e-05 leaf_weight=4.2033920016037873 30.122006913465157 39.5383304802981 1.0638502087531376 leaf_count=170 400 1880 19 internal_value=0 -9.51905e-06 0.000249602 internal_weight=0 69.6603 5.26724 internal_count=2469 2280 189 is_linear=0 shrinkage=0.000400217 Tree=7055 num_leaves=4 num_cat=0 split_feature=43 4 157 split_gain=2.76933 3.5471 2.31587 threshold=-0.074459999999999985 -0.26545999999999997 -0.082819999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014522196154545433 -0.016976896040092573 -0.00050823704969571828 0.0071243854038795188 leaf_weight=2.1347531721739896 6.1865615726273964 40.437881211511922 25.573205014065024 leaf_count=159 158 1358 821 internal_value=0 -0.00272889 0.00540489 internal_weight=0 46.6244 27.708 internal_count=2496 1516 980 is_linear=0 shrinkage=0.0204111 Tree=7056 num_leaves=4 num_cat=0 split_feature=483 1374 15 split_gain=1.95101 2.11121 1.67842 threshold=0.080810000000000007 -0.094929999999999987 -0.46714499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003263953206305462 0.00031432636156411 4.246392144395698e-05 -0.00037775521405072324 leaf_weight=2.4689453658647826 0.5884914365014996 67.580024695228531 3.1622606238033759 leaf_count=42 32 2152 244 internal_value=0 2.8963e-05 -0.000263204 internal_weight=0 70.049 3.75075 internal_count=2470 2194 276 is_linear=0 shrinkage=0.000400217 Tree=7057 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=2.9599 3.07705 2.33255 threshold=0.18635500000000002 0.13130500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7453890688480879e-06 0.00037119873343765441 0.00030720181494675282 -0.00041939067034099594 leaf_weight=65.923056980953334 0.61378871835768212 5.6306695636158102 3.8758147319595073 leaf_count=2044 3 178 272 internal_value=0 2.62246e-05 -0.000304904 internal_weight=0 71.5537 4.4896 internal_count=2497 2222 275 is_linear=0 shrinkage=0.000400217 Tree=7058 num_leaves=4 num_cat=0 split_feature=11 12 0 split_gain=1.78515 1.76076 0.557606 threshold=0.089270000000000002 0.11610500000000001 -0.098744999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3029657316302522e-05 -0.00046806781354350602 -0.00030810021431338112 -0.00012885791009434157 leaf_weight=72.309920031319052 1.3091432323544725 2.3959847328942478 1.9861233314732079 leaf_count=2288 20 118 60 internal_value=0 2.16442e-05 -0.000274572 internal_weight=0 74.7059 3.29527 internal_count=2486 2406 80 is_linear=0 shrinkage=0.000400217 Tree=7059 num_leaves=3 num_cat=0 split_feature=457 49 split_gain=2.09576 2.10015 threshold=-0.15747999999999998 -0.10919499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035480715735017202 -0.00024882711355018138 1.2816394805159828e-05 leaf_weight=2.553733694847323 5.1961908670637049 66.053374968347271 leaf_count=28 93 2371 internal_value=0 -6.62559e-06 internal_weight=0 71.2496 internal_count=2492 2464 is_linear=0 shrinkage=0.000400217 Tree=7060 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=1.95026 2.70239 2.21541 threshold=-0.25061999999999995 0.11843500000000001 -0.11689999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017391140952145192 -0.012483131983515704 -0.013331647173298754 6.4150965272565059e-05 leaf_weight=5.0832650591255506 6.3797033552673375 1.4577375138178466 60.483448869182212 leaf_count=184 199 19 2073 internal_value=0 0.0104351 -0.00115191 internal_weight=0 6.541 66.8632 internal_count=2475 203 2272 is_linear=0 shrinkage=0.0204111 Tree=7061 num_leaves=4 num_cat=0 split_feature=457 15 43 split_gain=1.95493 3.04643 2.55472 threshold=0.080930000000000016 -0.040504999999999992 -0.075714999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0041551144214642772 0.015116618246997962 -0.0068201553553793965 -0.0043508901826459709 leaf_weight=23.81597253577911 7.9322614209959283 3.8443687437393219 38.08698671444381 leaf_count=865 100 99 1429 internal_value=0 0.00795878 -0.00107678 internal_weight=0 11.7766 61.903 internal_count=2493 199 2294 is_linear=0 shrinkage=0.0204111 Tree=7062 num_leaves=4 num_cat=0 split_feature=52 52 130 split_gain=2.24743 2.66673 2.08536 threshold=-0.047889999999999995 -0.088089999999999988 -0.085699999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015003728269587979 -0.026497094699590971 0.011221090060769568 -0.0023890795491852993 leaf_weight=15.533186394236511 1.4330966477864411 12.157402601878855 47.737597967478905 leaf_count=542 62 208 1659 internal_value=0 0.00410761 -0.00315032 internal_weight=0 27.6906 49.1707 internal_count=2471 750 1721 is_linear=0 shrinkage=0.0204111 Tree=7063 num_leaves=4 num_cat=0 split_feature=13 3 2 split_gain=2.32753 2.5338 1.856 threshold=-0.09194999999999999 0.12300500000000002 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013744976380486088 -4.1274786228780118e-05 -0.0003735450899762558 0.0001790052348940864 leaf_weight=3.7736464196932529 53.651298621764909 3.838684302289038 12.693449950296779 leaf_count=158 2043 44 211 internal_value=0 -6.41439e-05 0.000106047 internal_weight=0 57.49 16.4671 internal_count=2456 2087 369 is_linear=0 shrinkage=0.000400217 Tree=7064 num_leaves=4 num_cat=0 split_feature=16 123 15 split_gain=1.84193 1.77397 0.162952 threshold=0.51400000000000012 0.088610000000000008 -0.051059999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013822105673947625 -0.006822895828677936 0.018277942465407485 -0.022648022981300829 leaf_weight=68.886360535892891 0.50019104750754184 2.5796446692256714 1.2154059588210646 leaf_count=2227 49 100 82 internal_value=0 0.00201972 -0.0187348 internal_weight=0 71.466 1.7156 internal_count=2458 2327 131 is_linear=0 shrinkage=0.0204111 Tree=7065 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.94018 1.94044 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038717832360460536 0.00063463059932180493 2.9806456150458113e-05 leaf_weight=1.6569722802159947 0.74862119485624035 69.39791878480446 leaf_count=226 2 2208 internal_value=0 3.72624e-05 internal_weight=0 70.1465 internal_count=2436 2210 is_linear=0 shrinkage=0.000400217 Tree=7066 num_leaves=4 num_cat=0 split_feature=48 150 48 split_gain=2.44223 2.31267 1.44354 threshold=0.093265000000000015 -0.22665999999999997 0.11951500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032646009749981659 0.00024422686366224031 -5.3730354369820152e-05 -8.9410177267515306e-06 leaf_weight=2.5763019672594956 9.0446822033045446 55.232620935052182 5.9400333691155529 leaf_count=21 197 2144 87 internal_value=0 -3.61885e-05 0.000144548 internal_weight=0 57.8089 14.9847 internal_count=2449 2165 284 is_linear=0 shrinkage=0.000400217 Tree=7067 num_leaves=4 num_cat=0 split_feature=0 0 13 split_gain=1.60588 2.2412 1.67536 threshold=-0.0019449999999999999 0.10762500000000001 -0.084024999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0041933157385820831 0.015275178185646056 -0.00071686906238406674 -0.0031402700643301117 leaf_weight=18.640517443436693 6.6439929540138092 7.9230550638749264 42.050640775803913 leaf_count=682 127 124 1526 internal_value=0 0.00663794 -0.000884278 internal_weight=0 14.567 60.6912 internal_count=2459 251 2208 is_linear=0 shrinkage=0.0204111 Tree=7068 num_leaves=4 num_cat=0 split_feature=376 2 42 split_gain=1.98696 2.03767 1.07497 threshold=1.0000000180025095e-35 0.16826500000000003 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8317896424211275e-05 -7.3608132149373506e-05 0.00039404389368027758 0.00032267636068319104 leaf_weight=70.84715883321951 1.4384266799315808 1.6785031819745189 4.0569106065449878 leaf_count=2289 15 56 129 internal_value=0 -2.77195e-05 0.000219549 internal_weight=0 72.5257 5.49534 internal_count=2489 2345 144 is_linear=0 shrinkage=0.000400217 Tree=7069 num_leaves=4 num_cat=0 split_feature=1429 0 0 split_gain=2.33214 1.81398 0.142413 threshold=-1.0000000180025095e-35 -0.10674499999999999 -0.10084499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00077785512928598083 8.1880368978512534e-05 -4.3208135754239458e-05 -0.00036147272846163286 leaf_weight=0.31081164797069505 33.161173071697704 41.912532247239142 0.88451397324752068 leaf_count=12 420 1929 108 internal_value=0 1.2085e-05 -0.000527091 internal_weight=0 75.0737 1.19533 internal_count=2469 2349 120 is_linear=0 shrinkage=0.000400217 Tree=7070 num_leaves=3 num_cat=0 split_feature=156 15 split_gain=1.43098 1.61075 threshold=-1.0000000180025095e-35 -0.46714499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019659616971571786 0.020221103636710504 0.0012391752565305903 leaf_weight=1.2148641653611765 1.8005164021087683 72.42185905849874 leaf_count=136 88 2278 internal_value=0 0.00172941 internal_weight=0 74.2224 internal_count=2502 2366 is_linear=0 shrinkage=0.0204111 Tree=7071 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.76363 2.47766 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021024781407358153 -0.00015132936948974461 -0.026849112490902705 leaf_weight=1.4823254011571396 75.363195258501946 1.364617607965555 leaf_count=9 2396 79 internal_value=0 -0.000664586 internal_weight=0 76.7278 internal_count=2484 2475 is_linear=0 shrinkage=0.0204111 Tree=7072 num_leaves=3 num_cat=0 split_feature=3 52 split_gain=2.59088 2.1982 threshold=-0.52412999999999987 -0.40306999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020534787574515833 -0.020301844262256848 -6.0663543915851837e-05 leaf_weight=2.3622475696029133 2.1968514246946134 70.183600913213922 leaf_count=24 253 2215 internal_value=0 -0.000705421 internal_weight=0 72.3805 internal_count=2492 2468 is_linear=0 shrinkage=0.0204111 Tree=7073 num_leaves=4 num_cat=0 split_feature=3 0 10 split_gain=1.90959 1.84383 1.81466 threshold=0.14121000000000003 -0.13538499999999995 0.058500000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.5658386739010225e-06 -8.9919044665898344e-05 0.00033464477665038028 0.00035739277841351653 leaf_weight=69.386454124374723 2.2569283555567381 5.501109891512896 2.1410133454628513 leaf_count=2279 55 85 38 internal_value=0 0.000211611 3.89988e-06 internal_weight=0 7.75804 71.5275 internal_count=2457 140 2317 is_linear=0 shrinkage=0.000400217 Tree=7074 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=1.83799 2.8611 2.69811 threshold=0.084045000000000022 -0.046739999999999997 -0.092444999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2801859478709863e-05 0.00011606384694192816 -0.00016524284784458999 0.00011278128343808056 leaf_weight=15.269059271267905 7.9961112012970288 20.280930054661439 30.438774946993362 leaf_count=296 126 1508 529 internal_value=0 -8.55516e-05 4.40457e-05 internal_weight=0 28.277 45.7078 internal_count=2459 1634 825 is_linear=0 shrinkage=0.000400217 Tree=7075 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=2.48361 5.76246 3.42099 threshold=-0.084024999999999975 -0.084169999999999981 -0.037429999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9702782711594071e-05 -0.00032768864605829017 0.00089704841963259344 -9.084648731432202e-06 leaf_weight=21.40264836925417 6.0194034036721851 1.2924805377842847 45.197722195178358 leaf_count=705 606 11 1144 internal_value=0 0.000111559 -4.71624e-05 internal_weight=0 22.6951 51.2171 internal_count=2466 716 1750 is_linear=0 shrinkage=0.000400217 Tree=7076 num_leaves=3 num_cat=0 split_feature=1371 39 split_gain=1.80819 1.64264 threshold=0.097220000000000015 0.16946000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0243684889513456e-05 0.00044320002001878257 0.00041599996833870302 leaf_weight=73.075075411045873 1.3123982495308144 1.2972718832897943 leaf_count=2432 15 19 internal_value=0 -1.20204e-05 internal_weight=0 74.3723 internal_count=2466 2451 is_linear=0 shrinkage=0.000400217 Tree=7077 num_leaves=3 num_cat=0 split_feature=8 155 split_gain=2.0854 1.89404 threshold=1.0000000180025095e-35 0.086015000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.1760885255759427e-06 0.00034519293170842842 -0.00041805945727061003 leaf_weight=72.793181988458855 2.720823388604912 1.621952326473546 leaf_count=2273 51 148 internal_value=0 -4.66298e-06 internal_weight=0 74.4151 internal_count=2472 2421 is_linear=0 shrinkage=0.000400217 Tree=7078 num_leaves=4 num_cat=0 split_feature=159 1 159 split_gain=1.91081 2.83062 2.32825 threshold=0.094480000000000022 0.111945 0.087995000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00099741176897684674 -0.021490395646952275 0.0091822934301484683 0.017470984515857577 leaf_weight=65.87262928006021 3.4225272166622736 1.8626124243019146 3.6686524169335817 leaf_count=2138 175 94 55 internal_value=0 -0.0107144 0.00189316 internal_weight=0 5.28514 69.5413 internal_count=2462 269 2193 is_linear=0 shrinkage=0.0204111 Tree=7079 num_leaves=4 num_cat=0 split_feature=52 376 49 split_gain=2.66689 2.06378 0.0508355 threshold=-0.24861499999999997 0.048375000000000008 -0.052259999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0089103174611881528 -0.0018160709279234281 0.012199920560896688 -0.021298480029284923 leaf_weight=0.38690038456115905 62.483271262548442 4.5942420724968533 2.639795773460718 leaf_count=13 2041 130 269 internal_value=0 -0.000837363 -0.0200893 internal_weight=0 67.0775 3.0267 internal_count=2453 2171 282 is_linear=0 shrinkage=0.0204111 Tree=7080 num_leaves=3 num_cat=0 split_feature=14 151 split_gain=1.98361 1.78128 threshold=0.076175000000000007 -0.28286499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019339766373026434 -0.021541594266439489 0.0020438157941876844 leaf_weight=1.5477835287565529 1.4662352226232531 74.326314672267472 leaf_count=50 77 2369 internal_value=0 0.00157975 internal_weight=0 75.8741 internal_count=2496 2419 is_linear=0 shrinkage=0.0204111 Tree=7081 num_leaves=4 num_cat=0 split_feature=48 1374 150 split_gain=1.62743 2.55039 2.17267 threshold=0.092475000000000016 -0.094929999999999987 0.086615000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024429781028327421 0.001250627220764374 -0.00025086799151955526 0.01793379242341326 leaf_weight=1.7640447706216935 10.415688713490452 58.324332402752589 4.6290447459523412 leaf_count=33 232 2140 60 internal_value=0 -0.00100482 0.00647836 internal_weight=0 60.0884 15.0447 internal_count=2465 2173 292 is_linear=0 shrinkage=0.0204111 Tree=7082 num_leaves=4 num_cat=0 split_feature=157 41 1 split_gain=1.83446 2.01575 1.13757 threshold=-0.083944999999999978 0.079885000000000025 0.10892500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021847269016261134 0.0025743008546779073 -0.011178114547450853 0.0029369852081994451 leaf_weight=2.1894560680993886 67.329532328033565 4.6431625311270173 1.1243491717614231 leaf_count=178 2213 113 26 internal_value=0 0.00167111 -0.013617 internal_weight=0 71.9727 3.31381 internal_count=2530 2326 204 is_linear=0 shrinkage=0.0204111 Tree=7083 num_leaves=4 num_cat=0 split_feature=48 52 52 split_gain=2.03766 2.9039 1.97183 threshold=-0.032929999999999994 -0.076134999999999994 -0.0064899999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0063181471807544007 0.0054014665956787665 -0.0037401423993205542 0.017136218203042657 leaf_weight=2.0215217358781956 20.943419379280385 46.231675062950671 5.1191823892295352 leaf_count=79 612 1681 67 internal_value=0 -0.000885785 0.0105013 internal_weight=0 67.1751 7.1407 internal_count=2439 2293 146 is_linear=0 shrinkage=0.0204111 Tree=7084 num_leaves=4 num_cat=0 split_feature=0 0 457 split_gain=2.65306 4.15767 3.03392 threshold=-0.10674499999999999 -0.075969999999999996 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019441629314541226 -0.00024443470156934897 2.7168289445590964e-05 0.00014221186033491103 leaf_weight=4.9196148590126532 12.918225253562012 29.328031563651166 29.319960247366907 leaf_count=64 1243 790 385 internal_value=0 -5.63101e-05 9.33684e-05 internal_weight=0 42.2463 34.2396 internal_count=2482 2033 449 is_linear=0 shrinkage=0.000400217 Tree=7085 num_leaves=4 num_cat=0 split_feature=156 15 157 split_gain=1.42986 1.47331 1.10235 threshold=0.11896500000000002 -0.46714499999999998 -0.052249999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01755005325766941 0.00091848075484426625 0.0006111079654151898 -0.036570029118024025 leaf_weight=2.0936079325547317 0.56941161165013909 71.531460524694012 0.63835470010962925 leaf_count=94 25 2286 56 internal_value=0 0.0011187 -0.0203173 internal_weight=0 73.6251 1.20777 internal_count=2461 2380 81 is_linear=0 shrinkage=0.0204111 Tree=7086 num_leaves=4 num_cat=0 split_feature=157 0 51 split_gain=1.871 2.69236 2.42226 threshold=-0.077234999999999984 -0.10946999999999998 -0.032359999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017928210269682426 -0.013621810384189486 -0.0032131048133064942 -0.00015286842931005342 leaf_weight=5.2480388664407656 6.0246221509087254 4.664265975909073 59.511224610589124 leaf_count=48 341 253 1846 internal_value=0 0.00805533 -0.00141217 internal_weight=0 9.9123 65.5358 internal_count=2488 301 2187 is_linear=0 shrinkage=0.0204111 Tree=7087 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.7262 2.56659 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020981985131654179 -1.9986319037503452e-05 -0.02699767361290175 leaf_weight=1.4694287404417981 71.812558231466028 1.3879154739515787 leaf_count=9 2403 75 internal_value=0 -0.000571948 internal_weight=0 73.2005 internal_count=2487 2478 is_linear=0 shrinkage=0.0204111 Tree=7088 num_leaves=3 num_cat=0 split_feature=46 1444 split_gain=1.83653 1.77403 threshold=0.084955000000000017 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044921901307720902 -0.00042420643002726233 5.2858805426754398e-06 leaf_weight=1.3591225518175623 1.451543615956324 72.701985949855043 leaf_count=24 31 2385 internal_value=0 1.40985e-05 internal_weight=0 74.0611 internal_count=2440 2409 is_linear=0 shrinkage=0.000400217 Tree=7089 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=1.84708 1.67733 threshold=-0.084274999999999989 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023773344321056954 -0.00031204948210367285 0.012436113702584902 leaf_weight=1.3379847615724418 67.208550299826129 4.4814773653306466 leaf_count=22 2278 129 internal_value=0 0.000503012 internal_weight=0 71.69 internal_count=2429 2407 is_linear=0 shrinkage=0.0204111 Tree=7090 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=1.55058 1.72565 threshold=-0.40274499999999996 -0.074434999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020369012445090703 -0.0018472158692809122 0.0046174747588138823 leaf_weight=1.3892868316434022 45.60439943559868 27.470934785622376 leaf_count=94 1706 667 internal_value=0 0.000586377 internal_weight=0 73.0753 internal_count=2467 2373 is_linear=0 shrinkage=0.0204111 Tree=7091 num_leaves=4 num_cat=0 split_feature=51 156 15 split_gain=2.24841 1.59898 1.50755 threshold=-0.10998999999999999 -1.0000000180025095e-35 -0.14735499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027096908313941557 -0.00038900221720139771 4.0462392656132015e-05 -0.00038341770172805229 leaf_weight=0.59408465593878679 1.3043204696668897 72.642006888572723 3.2483940580486879 leaf_count=21 126 2089 208 internal_value=0 3.23105e-05 -0.000277435 internal_weight=0 73.9463 3.84248 internal_count=2444 2215 229 is_linear=0 shrinkage=0.000400217 Tree=7092 num_leaves=3 num_cat=0 split_feature=43 45 split_gain=1.80632 1.76834 threshold=-0.51412499999999983 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013486604021546222 0.020896034915126677 -0.0016819332369490526 leaf_weight=3.5542119486490256 1.3645494505763043 68.751508760661636 leaf_count=37 8 2397 internal_value=0 -0.00120992 internal_weight=0 70.1161 internal_count=2442 2405 is_linear=0 shrinkage=0.0204111 Tree=7093 num_leaves=3 num_cat=0 split_feature=45 151 split_gain=1.73805 2.22222 threshold=-0.080359999999999987 0.12955000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004115582589462212 -1.5055728353101579e-06 -0.00049941508545625884 leaf_weight=1.4798390381038178 75.990925576056725 1.3514442152227264 leaf_count=9 2461 38 internal_value=0 -1.09152e-05 internal_weight=0 77.3424 internal_count=2508 2499 is_linear=0 shrinkage=0.000400217 Tree=7094 num_leaves=3 num_cat=0 split_feature=31 8 split_gain=1.62684 1.62371 threshold=-1.0000000180025095e-35 0.08573500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021055401187908815 -0.001080747377424479 0.019968185942004515 leaf_weight=1.3593285326496687 70.398095182818906 1.4487275527790178 leaf_count=64 2348 39 internal_value=0 -0.000625904 internal_weight=0 71.8468 internal_count=2451 2387 is_linear=0 shrinkage=0.0204111 Tree=7095 num_leaves=4 num_cat=0 split_feature=160 403 49 split_gain=1.82926 1.61806 0.0760012 threshold=-0.40446999999999994 0.090880000000000016 -0.028439999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014528777389140172 2.90609973439671e-05 -0.00036321656697816448 -0.00042780745729074037 leaf_weight=0.34096951107494522 71.875011907592125 1.6129093634172011 1.3855834242867775 leaf_count=10 2108 187 178 internal_value=0 1.99118e-05 -0.00038426 internal_weight=0 73.4879 1.72655 internal_count=2483 2295 188 is_linear=0 shrinkage=0.000400217 Tree=7096 num_leaves=4 num_cat=0 split_feature=47 38 16 split_gain=2.30492 2.45224 2.061 threshold=0.11069000000000002 0.10386000000000002 -0.27207999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013188969565983962 -0.0068019160868862411 -0.029643057379419739 0.015924962139266439 leaf_weight=64.035918674922868 2.2354306261404417 1.1877880955071294 5.8236707500473113 leaf_count=2320 32 22 98 internal_value=0 -0.00188462 0.00961417 internal_weight=0 65.2237 8.0591 internal_count=2472 2342 130 is_linear=0 shrinkage=0.0204111 Tree=7097 num_leaves=4 num_cat=0 split_feature=1 3 11 split_gain=2.70379 3.04596 2.60631 threshold=0.094405000000000003 -0.10919499999999999 0.089270000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039924425137988981 0.0049223939027885156 -0.0083994142731440256 -0.016758769376171274 leaf_weight=12.101416013199922 33.067723837441008 25.57943576740945 2.3739930715819346 leaf_count=174 669 1558 67 internal_value=0 -0.00441966 0.00342192 internal_weight=0 37.6809 35.4417 internal_count=2468 1732 736 is_linear=0 shrinkage=0.0204111 Tree=7098 num_leaves=4 num_cat=0 split_feature=48 457 52 split_gain=1.68677 2.21564 1.58969 threshold=-0.064549999999999982 -0.0046349999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0036272445462322495 -0.011947229989679292 0.0012466334315993084 0.019135952464791332 leaf_weight=1.860223263458465 5.6600951039363272 65.08617117099493 3.76368570618797 leaf_count=65 182 2156 58 internal_value=0 0.00017384 0.0116827 internal_weight=0 70.7463 5.62391 internal_count=2461 2338 123 is_linear=0 shrinkage=0.0204111 Tree=7099 num_leaves=3 num_cat=0 split_feature=151 456 split_gain=1.65974 1.72158 threshold=-0.52082499999999987 0.088355000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021806235079934011 0.0010981941434633257 -0.014468678847843712 leaf_weight=1.3100521594415102 71.393426705778438 2.9757044122998186 leaf_count=39 2397 97 internal_value=0 0.000454508 internal_weight=0 74.3691 internal_count=2533 2494 is_linear=0 shrinkage=0.0204111 Tree=7100 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=2.05779 1.90044 0.628492 threshold=0.11610500000000001 0.11426500000000002 0.13071000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0306963502590809e-05 -0.00053965404855755965 0.00047681502827126376 -0.00014314590253882423 leaf_weight=70.271208580283201 1.1674886984983452 1.3153087892278552 1.5098481480772532 leaf_count=2349 57 26 65 internal_value=0 1.96097e-05 -0.000330771 internal_weight=0 71.5865 2.67734 internal_count=2497 2375 122 is_linear=0 shrinkage=0.000400217 Tree=7101 num_leaves=4 num_cat=0 split_feature=480 1 2 split_gain=1.73786 1.63208 0.0803649 threshold=0.084710000000000021 0.099705000000000002 0.11585500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4589941857930638e-05 -0.0004073121918933924 9.9252349488765474e-05 -0.00014683412710888631 leaf_weight=40.799955263269112 1.3877599700808776 29.121654673435842 0.41680956279378722 leaf_count=1666 158 615 26 internal_value=0 2.70654e-05 -0.000359242 internal_weight=0 69.9216 1.80457 internal_count=2465 2281 184 is_linear=0 shrinkage=0.000400217 Tree=7102 num_leaves=4 num_cat=0 split_feature=15 1 151 split_gain=2.17993 3.69519 1.79834 threshold=0.084050000000000014 0.11174500000000002 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01820166381420962 -0.022477659537088406 0.012924226103678103 0.0011544844195826864 leaf_weight=1.9511962281430886 4.1452207267557233 1.6411836407496592 65.002283378802531 leaf_count=53 826 28 1565 internal_value=0 -0.012382 0.00056095 internal_weight=0 5.7864 66.9535 internal_count=2472 854 1618 is_linear=0 shrinkage=0.0204111 Tree=7103 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.66955 2.33308 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040898761679820553 -1.0628877573948601e-05 -0.00052358234941211564 leaf_weight=1.3649044446647156 71.497299429609484 1.3372181502345473 leaf_count=8 2362 79 internal_value=0 -2.08357e-05 internal_weight=0 72.8345 internal_count=2449 2441 is_linear=0 shrinkage=0.000400217 Tree=7104 num_leaves=4 num_cat=0 split_feature=11 3 16 split_gain=1.86013 2.06162 2.02455 threshold=0.079915000000000014 -0.13941999999999996 -0.39185999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023447328669802376 6.7751205891577993e-05 9.755825794074444e-06 -0.00038306249691501623 leaf_weight=7.2038959813799002 2.7392107531195506 61.710587723917342 3.6147923509915918 leaf_count=102 32 2226 124 internal_value=0 3.35886e-05 -0.000190909 internal_weight=0 68.9145 6.354 internal_count=2484 2328 156 is_linear=0 shrinkage=0.000400217 Tree=7105 num_leaves=4 num_cat=0 split_feature=0 0 49 split_gain=1.90293 3.49411 2.80496 threshold=0.043560000000000008 -0.10674499999999999 0.0037600000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4303714786993536e-05 3.1856574223591604e-05 -0.00014198040280757296 0.00047310748846400737 leaf_weight=32.435320951924041 9.7041494662989844 26.134510981128187 2.9230894578504367 leaf_count=441 171 1774 23 internal_value=0 -3.33842e-05 0.000137263 internal_weight=0 58.5698 12.6272 internal_count=2409 2215 194 is_linear=0 shrinkage=0.000400217 Tree=7106 num_leaves=4 num_cat=0 split_feature=2 14 12 split_gain=1.88664 2.95208 1.4994 threshold=0.12105000000000002 0.076175000000000007 0.10052500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039570549633119039 0.013229777321268786 -0.030117777878302963 -0.0061166549776404287 leaf_weight=64.657207827665843 7.9303906738350616 1.2364593729625983 2.0345701495316462 leaf_count=2108 185 81 90 internal_value=0 -0.000226982 0.00925569 internal_weight=0 65.8937 9.96496 internal_count=2464 2189 275 is_linear=0 shrinkage=0.0204111 Tree=7107 num_leaves=4 num_cat=0 split_feature=13 3 15 split_gain=2.53945 2.44815 1.59948 threshold=-0.10939499999999998 0.12300500000000002 0.039965000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010252839632966173 3.8702383920060505e-06 -0.0003145129316720091 0.00044692747696160006 leaf_weight=10.136391683012333 57.803592781730003 4.0336872392508658 2.6723956048081154 leaf_count=180 2183 45 46 internal_value=0 -1.7429e-05 0.000177633 internal_weight=0 61.8373 12.8088 internal_count=2454 2228 226 is_linear=0 shrinkage=0.000400217 Tree=7108 num_leaves=3 num_cat=0 split_feature=48 45 split_gain=2.13115 1.72231 threshold=-0.22597999999999999 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023019677081373587 0.02082859500479349 -0.0015750224364369488 leaf_weight=1.4397568032727566 1.3459650389850129 74.163512189637004 leaf_count=13 8 2437 internal_value=0 -0.00114543 internal_weight=0 75.5095 internal_count=2458 2445 is_linear=0 shrinkage=0.0204111 Tree=7109 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.73274 3.86311 2.24776 threshold=-0.074434999999999987 -0.10674499999999999 0.092805000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7183935514573334e-05 2.0988646551300901e-05 -0.00024098420934926833 0.00033883771595859475 leaf_weight=31.414992310164962 24.951453329005748 13.058354558192148 4.0490628038824061 leaf_count=425 660 1280 86 internal_value=0 -5.90347e-05 6.64994e-05 internal_weight=0 44.4733 29.0005 internal_count=2451 1705 746 is_linear=0 shrinkage=0.000400217 Tree=7110 num_leaves=4 num_cat=0 split_feature=43 130 15 split_gain=2.60285 1.92587 0.110081 threshold=0.2506000000000001 1.0000000180025095e-35 -0.14582499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6490868427972251e-05 -0.00018913149384792798 -0.00036326900847305309 -0.00051756921659110709 leaf_weight=72.152970754934358 0.38975347594532639 1.7740899419841287 1.2553800890136688 leaf_count=2077 23 274 131 internal_value=0 3.6123e-05 -0.000456768 internal_weight=0 73.9271 1.64513 internal_count=2505 2351 154 is_linear=0 shrinkage=0.000400217 Tree=7111 num_leaves=4 num_cat=0 split_feature=1429 1213 0 split_gain=2.10031 1.69367 0.110171 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.088569999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.038720132297185066 -0.014810566284922267 0.00060953293357991767 -0.018157234966515591 leaf_weight=0.32170444615621818 2.984808557112955 70.958273809933416 0.75882682219980668 leaf_count=25 387 1974 90 internal_value=0 -3.43711e-05 -0.0273401 internal_weight=0 73.9431 1.08053 internal_count=2476 2361 115 is_linear=0 shrinkage=0.0204111 Tree=7112 num_leaves=4 num_cat=0 split_feature=2 48 0 split_gain=1.84749 2.326 1.92921 threshold=0.12347500000000002 0.12796000000000005 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064307800868923352 -0.0056150236962412836 -0.027314792368886995 0.014396753204905622 leaf_weight=63.535680697987118 2.7961615921958582 1.2802658429973224 6.5737454254158347 leaf_count=2207 47 25 212 internal_value=0 -0.0012161 0.00842907 internal_weight=0 64.8159 9.36991 internal_count=2491 2232 259 is_linear=0 shrinkage=0.0204111 Tree=7113 num_leaves=4 num_cat=0 split_feature=13 13 456 split_gain=1.7881 6.96907 2.03567 threshold=-0.084024999999999975 -0.084169999999999981 0.087225000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062311587082007581 -0.0025478325674347085 0.048466004658030082 -0.023636531594091074 leaf_weight=20.052173422413038 49.45804377055083 1.2423691798503558 1.874362158072471 leaf_count=734 1692 13 61 internal_value=0 0.00365328 -0.00336764 internal_weight=0 21.2945 51.3324 internal_count=2500 747 1753 is_linear=0 shrinkage=0.0204111 Tree=7114 num_leaves=4 num_cat=0 split_feature=147 159 52 split_gain=1.98814 2.18145 1.73248 threshold=1.0000000180025095e-35 -0.032739999999999991 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028191025722235281 -7.63167918912763e-05 3.771032243712058e-06 0.00034396759588870885 leaf_weight=4.4896609308007092 2.2848538990074303 61.461582770363748 4.6804786936845622 leaf_count=344 75 2006 69 internal_value=0 -1.61217e-05 0.000207075 internal_weight=0 65.9512 6.96533 internal_count=2494 2350 144 is_linear=0 shrinkage=0.000400217 Tree=7115 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=2.12124 3.59577 1.68642 threshold=0.053930000000000006 1.0000000180025095e-35 0.10762500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021570692851449532 0.00042789537420048692 3.0233033381455969e-05 7.6723068151620405e-05 leaf_weight=11.619087418930574 2.9328166642080751 50.466426963482263 8.049946097424252 leaf_count=1212 38 1080 128 internal_value=0 -1.60992e-05 0.000173871 internal_weight=0 62.0855 10.9828 internal_count=2458 2292 166 is_linear=0 shrinkage=0.000400217 Tree=7116 num_leaves=3 num_cat=0 split_feature=45 43 split_gain=1.87154 1.82243 threshold=-1.0000000180025095e-35 -0.083814999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02077331889692776 0.0041793155659338973 -0.0029607562127329911 leaf_weight=1.6110214299260395 21.420355530666711 48.200292320222616 leaf_count=18 612 1802 internal_value=0 -0.00076077 internal_weight=0 69.6206 internal_count=2432 2414 is_linear=0 shrinkage=0.0204111 Tree=7117 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=3.35359 3.26797 2.81287 threshold=-0.12118 -0.075434999999999988 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0022586223211236156 -0.011570355995850011 -2.5316710412799947e-05 0.021177861806528153 leaf_weight=23.57249658892761 15.85871831292752 28.342178196042369 3.6972480029071439 leaf_count=326 1319 780 34 internal_value=0 -0.0041863 0.00489981 internal_weight=0 44.2009 27.2697 internal_count=2459 2099 360 is_linear=0 shrinkage=0.0204111 Tree=7118 num_leaves=4 num_cat=0 split_feature=3 484 0 split_gain=2.50804 2.55066 0.623256 threshold=0.18307500000000002 -0.0068949999999999992 -0.13409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014478411800505447 0.0068596828501916104 0.00136264742264722 0.023636338731635474 leaf_weight=4.413686786836478 1.7126899198483445 65.756311205458587 2.2623285314184605 leaf_count=397 55 1956 62 internal_value=0 0.000344768 0.0167939 internal_weight=0 70.17 3.97502 internal_count=2470 2353 117 is_linear=0 shrinkage=0.0204111 Tree=7119 num_leaves=3 num_cat=0 split_feature=1365 48 split_gain=1.87432 1.59992 threshold=0.084635000000000016 -0.22597999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039221358176794538 -0.00040086091921918716 -5.7962983927488296e-06 leaf_weight=1.5459977055870684 1.771433397574582 66.545552720533124 leaf_count=15 47 2389 internal_value=0 3.86944e-06 internal_weight=0 68.0916 internal_count=2451 2404 is_linear=0 shrinkage=0.000400217 Tree=7120 num_leaves=3 num_cat=0 split_feature=483 1444 split_gain=1.665 1.67311 threshold=0.10297500000000001 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021774734575277826 -0.020059023462435786 -0.00012041392571237473 leaf_weight=1.3724965241126472 1.5962210818834126 70.764202880056473 leaf_count=23 100 2311 internal_value=0 0.00032927 internal_weight=0 72.1367 internal_count=2434 2334 is_linear=0 shrinkage=0.0204111 Tree=7121 num_leaves=3 num_cat=0 split_feature=47 42 split_gain=2.00177 1.88906 threshold=0.13148500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014750805585017789 -0.00026921117038477302 5.2872869668302634e-05 leaf_weight=8.4293128453809896 3.6719099015426755 64.069792539243281 leaf_count=664 56 1763 internal_value=0 2.93835e-05 internal_weight=0 72.4991 internal_count=2483 2427 is_linear=0 shrinkage=0.000400217 Tree=7122 num_leaves=3 num_cat=0 split_feature=15 158 split_gain=1.31283 2.15198 threshold=-0.4680149999999999 0.095525000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034016412132341551 8.8491857394680627e-06 -0.00037678573403582413 leaf_weight=1.7106503247632634 71.248327195563434 2.2836675420167003 leaf_count=85 2214 168 internal_value=0 -3.68205e-06 internal_weight=0 73.532 internal_count=2467 2382 is_linear=0 shrinkage=0.000400217 Tree=7123 num_leaves=4 num_cat=0 split_feature=14 0 156 split_gain=1.80575 3.41919 1.97699 threshold=-0.10708499999999999 -0.13409999999999997 0.091255000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.03260926503579218 0.0021134905544485058 0.0031917313158670809 -0.014029819330567192 leaf_weight=1.8073457096470518 68.049594290357163 2.5978884394571642 3.2030549948485705 leaf_count=33 2151 80 176 internal_value=0 -0.0119406 0.00136692 internal_weight=0 4.40523 71.2526 internal_count=2440 113 2327 is_linear=0 shrinkage=0.0204111 Tree=7124 num_leaves=3 num_cat=0 split_feature=1375 52 split_gain=2.83458 1.73478 threshold=-0.43429999999999996 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031494260067606972 -0.019712951717026202 0.00080731999077369163 leaf_weight=1.0741617827916332 1.6467242419330421 71.259408485810127 leaf_count=10 224 2278 internal_value=0 0.000314313 internal_weight=0 72.9061 internal_count=2512 2502 is_linear=0 shrinkage=0.0204111 Tree=7125 num_leaves=4 num_cat=0 split_feature=2 4 52 split_gain=2.53948 5.49387 2.10878 threshold=0.089965000000000017 -0.083954999999999988 0.17002500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025662477245786092 0.00010061979159991236 -0.00016623469236336591 -0.00022111675684207519 leaf_weight=6.1232597667512918 39.792009465408228 23.326686208627507 3.4487507738704144 leaf_count=295 968 1028 158 internal_value=0 -7.76744e-05 7.44543e-05 internal_weight=0 29.4499 43.2408 internal_count=2449 1323 1126 is_linear=0 shrinkage=0.000400217 Tree=7126 num_leaves=3 num_cat=0 split_feature=47 1 split_gain=2.03597 2.9621 threshold=0.13206500000000002 0.13130500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00079123881336147094 -0.014516091055709992 0.021251876195260304 leaf_weight=66.483913952110925 3.2709464668150749 2.9731741013965793 leaf_count=2219 49 150 internal_value=0 0.00169987 internal_weight=0 69.4571 internal_count=2418 2369 is_linear=0 shrinkage=0.0204111 Tree=7127 num_leaves=4 num_cat=0 split_feature=1213 43 475 split_gain=2.00977 1.75676 1.0575 threshold=-1.0000000180025095e-35 -0.15786499999999998 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016215087175538257 0.0090858752745469878 -0.00019834692625815439 -0.021193110082316186 leaf_weight=0.27771613001823459 9.7603086282106215 60.650307826040262 2.3455984348966004 leaf_count=1 151 1919 397 internal_value=0 0.00110101 -0.0167313 internal_weight=0 70.4106 2.62331 internal_count=2468 2070 398 is_linear=0 shrinkage=0.0204111 Tree=7128 num_leaves=3 num_cat=0 split_feature=1375 46 split_gain=3.2054 1.8243 threshold=-0.43429999999999996 0.081930000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058889912438830211 5.2623911718536327e-05 -0.00035106856996505265 leaf_weight=1.197830019500542 72.674509107907397 1.7276602709316637 leaf_count=11 2425 40 internal_value=0 4.27365e-05 internal_weight=0 74.4022 internal_count=2476 2465 is_linear=0 shrinkage=0.000400217 Tree=7129 num_leaves=4 num_cat=0 split_feature=3 15 43 split_gain=2.07681 3.26293 2.33084 threshold=0.11439500000000001 -0.12640499999999996 -0.069494999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032575696083861189 -0.0087917333473811806 0.013894732701200596 -0.0049617317277399929 leaf_weight=26.819937863502673 3.5295801224019661 9.6799323174636793 30.72422297220146 leaf_count=1049 81 118 1206 internal_value=0 0.00780997 -0.00113203 internal_weight=0 13.2095 57.5442 internal_count=2454 199 2255 is_linear=0 shrinkage=0.0204111 Tree=7130 num_leaves=3 num_cat=0 split_feature=51 130 split_gain=1.67347 1.58666 threshold=-0.40274499999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040023247371782049 2.2036840486243232e-05 -0.00031201974752397102 leaf_weight=1.501746232381264 73.107204904241371 2.2386616864996531 leaf_count=92 2046 308 internal_value=0 1.16632e-05 internal_weight=0 75.3459 internal_count=2446 2354 is_linear=0 shrinkage=0.000400217 Tree=7131 num_leaves=4 num_cat=0 split_feature=157 13 159 split_gain=1.70904 3.20386 2.29667 threshold=-0.077234999999999984 -0.020934999999999999 0.11259000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017463555110414363 -1.1029594553243405e-05 0.00031506893175286274 -0.00046791175333172437 leaf_weight=3.0855751808339846 63.186102223824491 6.4623292114511042 1.7011362337543676 leaf_count=192 2087 108 104 internal_value=0 0.000156622 -2.3793e-05 internal_weight=0 9.5479 64.8872 internal_count=2491 300 2191 is_linear=0 shrinkage=0.000400217 Tree=7132 num_leaves=4 num_cat=0 split_feature=133 43 52 split_gain=1.56966 2.00576 0.169493 threshold=-0.26719999999999994 0.095890000000000017 -0.031059999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0063312157835885416 -0.00078803881627397638 0.011251862257417797 -0.02647678200411608 leaf_weight=0.31450889589541475 67.726885803914229 6.1879776329005827 0.89405136202003521 leaf_count=24 2226 105 111 internal_value=0 0.000235407 -0.0222156 internal_weight=0 73.9149 1.20856 internal_count=2466 2331 135 is_linear=0 shrinkage=0.0204111 Tree=7133 num_leaves=4 num_cat=0 split_feature=1 0 8 split_gain=2.49628 4.68987 1.60679 threshold=0.077845000000000011 -0.059114999999999994 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034174576368942112 9.4323831103336323e-06 2.7656733505767336e-05 0.0003204930647490292 leaf_weight=9.6661297152131755 47.551434924975183 12.561719167053523 2.7060501464293329 leaf_count=1166 1106 149 53 internal_value=0 -0.000133891 2.68563e-05 internal_weight=0 22.2278 50.2575 internal_count=2474 1315 1159 is_linear=0 shrinkage=0.000400217 Tree=7134 num_leaves=4 num_cat=0 split_feature=42 49 483 split_gain=1.81809 4.85852 2.01252 threshold=0.091315000000000021 -0.046739999999999997 0.10297500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002727953397970574 0.012848853305475005 -0.016488320373125035 -0.021097896057494275 leaf_weight=61.957054248659915 3.3919779982825276 7.0984992304020107 1.4019859701456869 leaf_count=1849 62 505 57 internal_value=0 -0.00696696 0.00216446 internal_weight=0 10.4905 63.359 internal_count=2473 567 1906 is_linear=0 shrinkage=0.0204111 Tree=7135 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=1.96068 2.4608 threshold=0.17126500000000003 -0.4214949999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013623667221892549 0.016211565511358366 0.0015129849407938278 leaf_weight=4.6850507482013191 3.3573388170916578 66.475723117953748 leaf_count=138 27 2256 internal_value=0 0.000496588 internal_weight=0 71.1608 internal_count=2421 2394 is_linear=0 shrinkage=0.0204111 Tree=7136 num_leaves=4 num_cat=0 split_feature=133 12 42 split_gain=2.01366 2.38845 1.88351 threshold=0.099280000000000021 -0.010834999999999999 0.09832500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3462209233239585e-05 0.0089571800580060378 -0.025362855705333844 0.011839812227094336 leaf_weight=63.756712850274198 1.1845775377296379 2.4753829521941944 5.9753466046677195 leaf_count=1944 33 353 157 internal_value=0 -0.0143187 0.000992165 internal_weight=0 3.65996 69.7321 internal_count=2487 386 2101 is_linear=0 shrinkage=0.0204111 Tree=7137 num_leaves=4 num_cat=0 split_feature=457 0 49 split_gain=1.96676 2.24037 1.70476 threshold=-0.0046349999999999994 -0.10674499999999999 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016751642376957889 0.006105285203540361 -0.0015195480128424694 0.0044078545681390368 leaf_weight=4.5735253850216395 27.846856176153779 37.624691638835429 2.3388884976739055 leaf_count=157 377 1918 49 internal_value=0 0.00172839 -0.00963596 internal_weight=0 65.4715 6.91241 internal_count=2501 2295 206 is_linear=0 shrinkage=0.0204111 Tree=7138 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1.81741 2.5122 1.19781 threshold=0.13662500000000002 0.11610500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.335018696717731e-05 -6.2181588623312366e-06 -0.00038127315620864943 0.00041168956088261398 leaf_weight=64.732596094627297 1.750491164071718 2.579208836576071 2.8228825831829445 leaf_count=2258 53 102 85 internal_value=0 -2.37878e-06 0.000255406 internal_weight=0 67.3118 4.57337 internal_count=2498 2360 138 is_linear=0 shrinkage=0.000400217 Tree=7139 num_leaves=3 num_cat=0 split_feature=48 44 split_gain=2.00166 2.41588 threshold=0.12879500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6554813269083705e-05 -0.0002660405764276961 -0.00048258156038881678 leaf_weight=69.503256522627453 3.8609304015426451 1.3543967300211068 leaf_count=2344 72 30 internal_value=0 2.58862e-05 internal_weight=0 70.8577 internal_count=2446 2374 is_linear=0 shrinkage=0.000400217 Tree=7140 num_leaves=3 num_cat=0 split_feature=2 9 split_gain=1.81649 1.75158 threshold=-0.18970999999999996 -0.036024999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038709902796366954 0.00041260937048362564 -2.6614826133279973e-05 leaf_weight=1.7097394814481948 1.3731351167734818 70.396735498477938 leaf_count=42 71 2361 internal_value=0 -1.75818e-05 internal_weight=0 71.7699 internal_count=2474 2432 is_linear=0 shrinkage=0.000400217 Tree=7141 num_leaves=4 num_cat=0 split_feature=52 2 52 split_gain=1.70417 2.50779 2.48543 threshold=-0.047889999999999995 0.098240000000000008 -0.088284999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029151208822467572 -0.0077677939513157183 0.0018002761021658218 0.0096817382584189968 leaf_weight=13.429714194608097 24.658048646991119 21.098137548746308 12.508793556196904 leaf_count=529 1278 433 226 internal_value=0 -0.00336234 0.00317519 internal_weight=0 45.7562 25.9385 internal_count=2466 1711 755 is_linear=0 shrinkage=0.0204111 Tree=7142 num_leaves=4 num_cat=0 split_feature=47 3 3 split_gain=2.51606 3.00597 2.2547 threshold=0.092530000000000015 0.090810000000000016 -0.11749 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053761227703374255 0.010676092757967211 0.0097920449341351336 -0.011683802792506101 leaf_weight=41.125428656510849 2.2021540948189786 16.305990163149545 10.256251483642698 leaf_count=1951 20 232 233 internal_value=0 0.00240854 -0.00767157 internal_weight=0 57.4314 12.4584 internal_count=2436 2183 253 is_linear=0 shrinkage=0.0204111 Tree=7143 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=2.99972 3.79966 2.45402 threshold=-0.097754999999999995 -0.10161999999999997 0.10762500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017969335948317617 3.1735694233464641e-05 -0.00018855332277840865 -0.00013661690060505228 leaf_weight=17.765922356376908 28.780376487426111 22.078833694559762 4.9455004556220947 leaf_count=288 384 1704 89 internal_value=0 -6.40996e-05 0.000110483 internal_weight=0 50.8592 22.7114 internal_count=2465 2088 377 is_linear=0 shrinkage=0.000400217 Tree=7144 num_leaves=4 num_cat=0 split_feature=43 43 11 split_gain=1.85136 2.42244 2.28282 threshold=-0.048759999999999991 -0.00051499999999999994 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0044452308924678085 -0.020535542136864569 -0.0024859500422704703 -0.018164882527491183 leaf_weight=25.959728916686803 3.2546072446475582 39.524457121622618 1.8933935241875577 leaf_count=1114 424 879 40 internal_value=0 -0.00390918 0.00284167 internal_weight=0 42.7791 27.8531 internal_count=2457 1303 1154 is_linear=0 shrinkage=0.0204111 Tree=7145 num_leaves=4 num_cat=0 split_feature=12 11 16 split_gain=1.8783 1.51215 0.916707 threshold=0.11498000000000001 0.081005000000000008 0.052915000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2093564299877955e-05 -0.00041881262285399588 -0.00016342142523992207 5.1614215055992997e-05 leaf_weight=66.711658558202544 2.1218226244709508 5.5477009128708223 0.91168739913700836 leaf_count=2180 93 131 42 internal_value=0 3.53202e-05 -0.000280626 internal_weight=0 72.2594 3.03351 internal_count=2446 2311 135 is_linear=0 shrinkage=0.000400217 Tree=7146 num_leaves=3 num_cat=0 split_feature=43 0 split_gain=1.951 3.22516 threshold=-0.51412499999999983 0.15425000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032820786952592854 3.2972000368121239e-05 -0.00038328087085009793 leaf_weight=3.2160195951946653 67.231735639138606 3.007756610721116 leaf_count=35 2367 40 internal_value=0 1.45658e-05 internal_weight=0 70.2395 internal_count=2442 2407 is_linear=0 shrinkage=0.000400217 Tree=7147 num_leaves=4 num_cat=0 split_feature=2 43 2 split_gain=2.04581 2.4247 2.30901 threshold=0.097940000000000013 -0.074459999999999985 0.11218000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5136323558941552e-05 0.00018147887568024888 -0.00016164847682024233 -3.3892804352918154e-05 leaf_weight=18.061078357848601 14.158978609524636 22.346770520305654 18.002687109736144 leaf_count=714 312 977 433 internal_value=0 -7.38376e-05 6.12239e-05 internal_weight=0 40.4078 32.1617 internal_count=2436 1691 745 is_linear=0 shrinkage=0.000400217 Tree=7148 num_leaves=4 num_cat=0 split_feature=2 151 49 split_gain=1.99211 2.23884 0.0114702 threshold=0.14846500000000004 0.11088000000000002 0.14541000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00098755171343722177 0.019909128501060382 -0.022755306066949105 0.012339150739725592 leaf_weight=67.944280473961953 1.7730993657351057 1.5838859759678587 0.95691890516900446 leaf_count=2309 86 44 21 internal_value=0 0.000410961 0.0178464 internal_weight=0 69.5282 2.73002 internal_count=2460 2353 107 is_linear=0 shrinkage=0.0204111 Tree=7149 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=1.93925 2.84801 2.40369 threshold=0.11588000000000001 0.095525000000000013 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022741873709629653 0.01358648217968224 -0.013495713071490752 -0.0034227340770732664 leaf_weight=52.142589018384569 8.128983655231421 7.6289551983909396 5.9037783315361585 leaf_count=1705 207 454 117 internal_value=0 -0.00194299 0.00646002 internal_weight=0 59.7715 14.0328 internal_count=2483 2159 324 is_linear=0 shrinkage=0.0204111 Tree=7150 num_leaves=4 num_cat=0 split_feature=483 160 13 split_gain=1.59417 1.56396 0.131086 threshold=-0.06916499999999999 -0.40446999999999994 -0.08860999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0055296049188214456 -0.019159612333238138 0.0011205102130044991 -0.023619519229085451 leaf_weight=0.28883997135562811 1.5093432962803479 69.380945478817011 1.1053490938029416 leaf_count=14 192 2106 134 internal_value=0 0.000659188 -0.0205614 internal_weight=0 70.8903 1.39419 internal_count=2446 2298 148 is_linear=0 shrinkage=0.0204111 Tree=7151 num_leaves=3 num_cat=0 split_feature=130 128 split_gain=1.47351 1.44293 threshold=-0.23984999999999998 0.085185000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028137797045865807 0.00099900875510502518 -0.016279982495471673 leaf_weight=0.6419831445091394 74.945384464885137 1.9571032545900369 leaf_count=15 2304 176 internal_value=0 0.000536244 internal_weight=0 76.9025 internal_count=2495 2480 is_linear=0 shrinkage=0.0204111 Tree=7152 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=1.93883 2.53329 2.31766 threshold=-0.0029549999999999997 0.089790000000000023 -0.23071499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015814802815545013 1.2901796641450129e-05 1.8784313390054621e-05 0.00035793763772847573 leaf_weight=19.143107730367774 9.5513155354419705 39.59651467040203 4.5241778122654059 leaf_count=1440 158 758 93 internal_value=0 -3.90687e-05 0.000125754 internal_weight=0 58.7396 14.0755 internal_count=2449 2198 251 is_linear=0 shrinkage=0.000400217 Tree=7153 num_leaves=3 num_cat=0 split_feature=1375 1373 split_gain=2.78616 1.80218 threshold=-0.43429999999999996 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059105644720664082 1.944576426403057e-06 -0.0004751673817317639 leaf_weight=1.2224899993852876 66.837829648829029 1.1806280292221334 leaf_count=13 2453 17 internal_value=0 -7.10417e-06 internal_weight=0 68.0185 internal_count=2483 2470 is_linear=0 shrinkage=0.000400217 Tree=7154 num_leaves=4 num_cat=0 split_feature=42 39 1456 split_gain=1.88094 1.84857 1.75582 threshold=-0.0044549999999999998 0.16946000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020088723402571178 5.561153791739803e-05 0.00041088186094014235 -0.00032394031604771615 leaf_weight=8.6151040082950168 63.261541951018444 0.76574394106865007 1.9039053390715697 leaf_count=666 1587 2 208 internal_value=0 -0.000146692 4.39857e-05 internal_weight=0 9.38085 65.1654 internal_count=2463 668 1795 is_linear=0 shrinkage=0.000400217 Tree=7155 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=1.58366 3.19825 2.40796 threshold=-0.095804999999999987 -0.11047999999999998 0.089840000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021703559850610798 0.0091089365540991205 -0.001302750265765132 -0.0015727688142404416 leaf_weight=2.7937970043467457 18.392059988535038 36.541968453390837 16.86698557426098 leaf_count=185 237 1753 327 internal_value=0 0.00219455 -0.00454006 internal_weight=0 54.934 19.6608 internal_count=2502 1990 512 is_linear=0 shrinkage=0.0204111 Tree=7156 num_leaves=4 num_cat=0 split_feature=1 133 159 split_gain=1.95699 1.9212 1.58739 threshold=0.13130500000000003 0.10637000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052331894545610451 -0.0083033787512938832 -0.018364402461926804 0.016919013531014337 leaf_weight=64.85494133103839 1.2366505570244042 2.2118899535998926 4.9207372644632406 leaf_count=1935 15 326 177 internal_value=0 -0.000129175 0.0117955 internal_weight=0 67.0668 6.15739 internal_count=2453 2261 192 is_linear=0 shrinkage=0.0204111 Tree=7157 num_leaves=3 num_cat=0 split_feature=48 52 split_gain=2.12803 2.32545 threshold=-0.22597999999999999 -0.047889999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045329855889196259 7.1229670080210264e-05 -7.4784417087694075e-05 leaf_weight=1.4384988051024254 27.732877278703199 46.796302680846566 leaf_count=14 769 1734 internal_value=0 -2.04261e-05 internal_weight=0 74.5292 internal_count=2517 2503 is_linear=0 shrinkage=0.000400217 Tree=7158 num_leaves=3 num_cat=0 split_feature=16 16 split_gain=1.76432 1.83835 threshold=-0.55433999999999994 -0.54225499999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058183645690803362 0.00036344883829546434 1.0655157549116064e-05 leaf_weight=0.67129445902537455 2.3320734143489963 74.220478829285639 leaf_count=21 38 2409 internal_value=0 2.19177e-05 internal_weight=0 76.5526 internal_count=2468 2447 is_linear=0 shrinkage=0.000400217 Tree=7159 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=1.56712 2.28215 threshold=0.16826500000000003 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024954876495845903 0.019638015647819328 -0.026034484739465531 leaf_weight=71.650360985400766 1.4908750768809103 1.3472405333177437 leaf_count=2354 60 78 internal_value=0 -0.000764578 internal_weight=0 72.9976 internal_count=2492 2432 is_linear=0 shrinkage=0.0204111 Tree=7160 num_leaves=4 num_cat=0 split_feature=13 16 49 split_gain=1.61258 2.20657 2.00938 threshold=0.087840000000000015 0.3935300000000001 -0.014869999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8489836670093009e-06 0.0003820897146362 -0.00040728931723741068 3.5636109233523691e-05 leaf_weight=58.34509892506594 3.5398607229581094 2.2029164970172124 10.194277663900719 leaf_count=2012 33 171 222 internal_value=0 -2.40705e-05 0.000127299 internal_weight=0 60.548 13.7341 internal_count=2438 2183 255 is_linear=0 shrinkage=0.000400217 Tree=7161 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=2.16185 2.44687 threshold=0.12879500000000002 0.093265000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013310824657862825 -0.015281379633004527 0.0096590962597082278 leaf_weight=58.894623004274763 3.841039521725178 9.7365687674318888 leaf_count=2185 73 200 internal_value=0 0.000241265 internal_weight=0 68.6312 internal_count=2458 2385 is_linear=0 shrinkage=0.0204111 Tree=7162 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=1.96395 1.68044 0.702136 threshold=0.18307500000000002 0.13507500000000003 -0.13972999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9907096528543406e-05 3.5932503688478134e-05 0.00035801005748288105 0.00038783116528016281 leaf_weight=70.51660199431808 1.3817805560538543 1.8243933240883041 2.6833924666971134 leaf_count=2309 39 30 73 internal_value=0 -9.83773e-06 0.000272388 internal_weight=0 72.341 4.06517 internal_count=2451 2339 112 is_linear=0 shrinkage=0.000400217 Tree=7163 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=2.62816 6.60341 1.99182 threshold=1.0000000180025095e-35 0.020675000000000002 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035884406893348146 -0.00018358301753992727 0.00010360013599229103 7.3078425162202124e-05 leaf_weight=9.5851839470151408 5.2730619333451605 10.015295771330782 48.391375961371523 leaf_count=992 147 267 1022 internal_value=0 -0.000123302 4.75292e-05 internal_weight=0 19.6005 53.6644 internal_count=2428 1259 1169 is_linear=0 shrinkage=0.000400217 Tree=7164 num_leaves=3 num_cat=0 split_feature=1132 48 split_gain=1.69842 1.92371 threshold=-1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022739141874967953 0.0020715863636173748 -0.012542639524015695 leaf_weight=1.1349249149789091 69.490777454613635 3.8553308057198583 leaf_count=20 2365 66 internal_value=0 0.00128546 internal_weight=0 73.3461 internal_count=2451 2431 is_linear=0 shrinkage=0.0204111 Tree=7165 num_leaves=4 num_cat=0 split_feature=43 43 16 split_gain=2.28654 2.08604 0.0969818 threshold=0.2506000000000001 0.053180000000000012 -0.0070449999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6941233427128073e-05 -0.00051521011874711815 0.00017835045387785525 -0.00019733275113883653 leaf_weight=62.534402769608278 1.221953103366104 10.073719493891984 0.3983067314766221 leaf_count=2116 127 201 28 internal_value=0 1.03866e-05 -0.000454873 internal_weight=0 72.6081 1.62026 internal_count=2472 2317 155 is_linear=0 shrinkage=0.000400217 Tree=7166 num_leaves=3 num_cat=0 split_feature=148 51 split_gain=2.43676 2.43338 threshold=-0.084449999999999983 0.15177500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020059742851651456 0.0027748276882502672 -0.026058031901994606 leaf_weight=1.9794552256644227 71.770387282139382 1.1292668368678267 leaf_count=56 2356 63 internal_value=0 0.00228891 internal_weight=0 72.8997 internal_count=2475 2419 is_linear=0 shrinkage=0.0204111 Tree=7167 num_leaves=4 num_cat=0 split_feature=43 1 4 split_gain=1.90574 2.02474 0.0472042 threshold=0.2506000000000001 0.11332500000000002 0.10637500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002227077985636853 -0.027693990401092768 0.0062575092989336743 -0.011952083209458265 leaf_weight=55.591109158063773 0.91859717532315588 14.727714785502029 0.37303078512195498 leaf_count=2005 124 358 20 internal_value=0 -0.000442926 -0.0244637 internal_weight=0 70.3188 1.29163 internal_count=2507 2363 144 is_linear=0 shrinkage=0.0204111 Tree=7168 num_leaves=3 num_cat=0 split_feature=45 13 split_gain=1.67619 1.85043 threshold=-1.0000000180025095e-35 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02071355661325882 0.0050404758192971241 -0.0019975424044386728 leaf_weight=1.5790935566765245 22.322394608367176 50.704480509424684 leaf_count=18 713 1740 internal_value=0 0.000158218 internal_weight=0 73.0269 internal_count=2471 2453 is_linear=0 shrinkage=0.0204111 Tree=7169 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.34082 4.43273 2.01066 threshold=0.094405000000000003 -0.076929999999999985 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0045562398060467572 -0.011425271062247591 -0.0097441073363883652 0.0052499520546396977 leaf_weight=15.628192618925821 3.2198658620036431 21.112883800653435 31.925787858377589 leaf_count=711 95 1013 643 internal_value=0 -0.00366595 0.00369082 internal_weight=0 36.7411 35.1457 internal_count=2462 1724 738 is_linear=0 shrinkage=0.0204111 Tree=7170 num_leaves=4 num_cat=0 split_feature=52 147 151 split_gain=2.1599 2.64968 1.86246 threshold=0.16288000000000002 1.0000000180025095e-35 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018175048809411509 -0.019284289682745825 0.018360480859396327 0.0020229930345337984 leaf_weight=1.8464957944688638 4.0544370605939539 0.86418772861361492 66.501924295027493 leaf_count=54 278 4 2153 internal_value=0 -0.0124088 0.00144849 internal_weight=0 4.91862 68.3484 internal_count=2489 282 2207 is_linear=0 shrinkage=0.0204111 Tree=7171 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=2.16174 5.92005 2.18247 threshold=1.0000000180025095e-35 -0.10092 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.004759741017235382 0.0046308729617747808 -0.016698074725768095 -0.0051071915222348097 leaf_weight=10.918348395294744 36.27043331148343 10.331522314797438 12.916562867729224 leaf_count=68 959 1207 248 internal_value=0 -0.00570572 0.00206785 internal_weight=0 21.2499 49.187 internal_count=2482 1275 1207 is_linear=0 shrinkage=0.0204111 Tree=7172 num_leaves=4 num_cat=0 split_feature=52 47 12 split_gain=2.32867 1.82114 0.512343 threshold=-0.29521499999999995 0.086380000000000012 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019326523428758426 5.6189107877153262e-05 -0.00010887105067373399 -0.00040317665146806606 leaf_weight=0.18863428655095082 57.403757341087839 13.047558227663101 2.3964107357387538 leaf_count=6 1966 252 259 internal_value=0 2.54958e-05 -0.000353437 internal_weight=0 70.4513 2.58505 internal_count=2483 2218 265 is_linear=0 shrinkage=0.000400217 Tree=7173 num_leaves=3 num_cat=0 split_feature=47 47 split_gain=2.21903 2.41457 threshold=0.13148500000000005 0.11312500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031340049720852509 -0.016284220486590686 0.016365301479076912 leaf_weight=66.109138724321383 3.0250488176679928 4.0374902619223567 leaf_count=2379 48 71 internal_value=0 0.00126192 internal_weight=0 70.1466 internal_count=2498 2450 is_linear=0 shrinkage=0.0204111 Tree=7174 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=1.86297 1.62514 threshold=0.30863500000000005 -0.23078999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017865355024651832 0.00038889694489153926 -2.3094237999924564e-05 leaf_weight=6.9710819419415193 1.8788742894721497 65.761395142150832 leaf_count=71 95 2292 internal_value=0 -3.51273e-06 internal_weight=0 72.7325 internal_count=2458 2363 is_linear=0 shrinkage=0.000400217 Tree=7175 num_leaves=3 num_cat=0 split_feature=10 48 split_gain=1.82415 1.76866 threshold=0.058500000000000003 0.093265000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013799325525735288 0.019746881239196695 0.0067844800748852992 leaf_weight=56.657460224169881 1.9372645914263547 13.615262176017493 leaf_count=2164 53 265 internal_value=0 0.00021019 internal_weight=0 70.2727 internal_count=2482 2429 is_linear=0 shrinkage=0.0204111 Tree=7176 num_leaves=4 num_cat=0 split_feature=12 13 12 split_gain=1.7157 1.72638 0.86743 threshold=0.11610500000000001 0.10979500000000002 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072193432440625992 -0.027858612875345166 0.008249491870170789 -0.0054485048599514085 leaf_weight=61.957556720978573 1.1715917852925479 10.327614899360922 1.7990932868779053 leaf_count=2216 50 139 76 internal_value=0 0.000570618 -0.0149776 internal_weight=0 72.2852 2.97069 internal_count=2481 2355 126 is_linear=0 shrinkage=0.0204111 Tree=7177 num_leaves=4 num_cat=0 split_feature=13 13 0 split_gain=2.08314 1.93988 1.75053 threshold=-0.09194999999999999 -0.062574999999999978 -0.14136999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0059513157867304798 -0.010040006845373895 0.00023224739890186324 0.01021418073311786 leaf_weight=3.4631314277212395 9.0104662408430141 47.715623752119427 13.028549157716041 leaf_count=78 841 1280 284 internal_value=0 -0.00141598 0.0068023 internal_weight=0 56.7261 16.4917 internal_count=2483 2121 362 is_linear=0 shrinkage=0.0204111 Tree=7178 num_leaves=3 num_cat=0 split_feature=33 42 split_gain=1.71119 1.69233 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021244158048239693 -0.0070768368701324231 0.0019917581825366483 leaf_weight=1.3928255869541306 9.8269555736069361 62.314030810896838 leaf_count=26 690 1777 internal_value=0 0.000747393 internal_weight=0 72.141 internal_count=2493 2467 is_linear=0 shrinkage=0.0204111 Tree=7179 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=1.68718 1.53206 threshold=-1.0000000180025095e-35 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021041629991879827 0.0034491682500269994 -0.0029185695674685537 leaf_weight=1.3800693678203959 23.018102803249349 49.185119579314232 leaf_count=74 716 1724 internal_value=0 -0.000886362 internal_weight=0 72.2032 internal_count=2514 2440 is_linear=0 shrinkage=0.0204111 Tree=7180 num_leaves=4 num_cat=0 split_feature=16 43 160 split_gain=2.18417 3.0001 2.0037 threshold=0.16104500000000002 0.12266000000000001 -0.40446999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042716027588081233 -0.0002597197967573567 0.00029129054941055832 3.3066374165006038e-05 leaf_weight=1.4419941909054603 9.4163216959932452 1.8011059719719913 61.103341912903488 leaf_count=174 373 29 1916 internal_value=0 -0.000169243 2.17114e-05 internal_weight=0 11.2174 62.5453 internal_count=2492 402 2090 is_linear=0 shrinkage=0.000400217 Tree=7181 num_leaves=4 num_cat=0 split_feature=14 376 52 split_gain=2.59327 1.94056 0.148504 threshold=0.076175000000000007 0.048375000000000008 -0.0092149999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7235721717319152e-06 -0.00029437432061977815 0.00026949908231787401 -0.00067274058997710722 leaf_weight=67.198611218085716 0.60121790771972883 4.7528550655842983 0.65580239139307994 leaf_count=2263 36 130 42 internal_value=0 2.54074e-05 -0.00053065 internal_weight=0 71.9515 1.25702 internal_count=2471 2393 78 is_linear=0 shrinkage=0.000400217 Tree=7182 num_leaves=4 num_cat=0 split_feature=1 52 16 split_gain=2.01748 2.805 1.73514 threshold=0.10439500000000002 0.11379500000000002 -0.52786999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9499793629508066e-05 -0.0063180728184728347 -0.017217394308905679 0.0077329365462847658 leaf_weight=41.484900694967109 4.289608558756302 4.2331927367004019 22.269112960515486 leaf_count=1631 63 310 478 internal_value=0 -0.00161469 0.0054465 internal_weight=0 45.7181 26.5587 internal_count=2482 1941 541 is_linear=0 shrinkage=0.0204111 Tree=7183 num_leaves=4 num_cat=0 split_feature=1447 3 481 split_gain=1.71259 1.69179 0.488989 threshold=-1.0000000180025095e-35 0.12300500000000002 -0.082304999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024668447956030684 0.00096939782376668788 -0.0084943053683042662 -0.021293567408247699 leaf_weight=0.40882587431951867 62.06681286226376 8.8981522036920051 2.0038560087550641 leaf_count=83 2084 165 161 internal_value=0 -0.000228748 -0.0173366 internal_weight=0 70.965 2.41268 internal_count=2493 2249 244 is_linear=0 shrinkage=0.0204111 Tree=7184 num_leaves=4 num_cat=0 split_feature=12 3 49 split_gain=2.30947 2.93995 2.60325 threshold=0.084045000000000022 -0.015259999999999998 -0.14917999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010320484717962609 0.011679928866874075 -0.0012062678385522337 -0.0077474193880396978 leaf_weight=12.774069821098236 3.161979837750553 32.32193076497424 23.984776439711823 leaf_count=306 42 501 1616 internal_value=0 0.00207632 -0.00544589 internal_weight=0 45.096 27.1468 internal_count=2465 807 1658 is_linear=0 shrinkage=0.0204111 Tree=7185 num_leaves=4 num_cat=0 split_feature=49 1 42 split_gain=1.90139 2.82652 2.40919 threshold=-0.088014999999999996 0.10954500000000002 0.11309000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036342405213398088 4.4357517304334421e-05 0.00016373348799340919 -0.00038908178488727485 leaf_weight=4.6924706032586974 64.519707645714334 2.3846306352643296 2.0100781402452403 leaf_count=99 2159 42 185 internal_value=0 -0.000186015 3.06302e-05 internal_weight=0 7.0771 66.5298 internal_count=2485 141 2344 is_linear=0 shrinkage=0.000400217 Tree=7186 num_leaves=4 num_cat=0 split_feature=48 51 48 split_gain=1.89106 3.63045 1.88397 threshold=0.093265000000000015 0.10736500000000002 0.12649500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00095498533703735472 0.011031131014223886 -0.023830551297432608 -0.0047753086153765906 leaf_weight=54.868978994451936 9.8782830902491678 2.9398630780860904 4.505633247988043 leaf_count=2078 205 123 80 internal_value=0 -0.00216214 0.00608126 internal_weight=0 57.8088 14.3839 internal_count=2486 2201 285 is_linear=0 shrinkage=0.0204111 Tree=7187 num_leaves=4 num_cat=0 split_feature=2 16 123 split_gain=2.43107 2.58149 1.71903 threshold=0.097995000000000013 -0.41993499999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01902207943698965 0.0026697214353210499 -0.0015967066488551389 0.018460847558194042 leaf_weight=3.7932291895558583 27.697487037927207 38.405803716558694 3.1012349983648155 leaf_count=115 627 1601 112 internal_value=0 -0.00320925 0.0043209 internal_weight=0 42.199 30.7987 internal_count=2455 1716 739 is_linear=0 shrinkage=0.0204111 Tree=7188 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=1.89982 3.412 3.06869 threshold=-0.0063699999999999989 -0.10946999999999998 0.094405000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018494600940816391 0.00030253521406568438 5.2756897742541841e-06 3.6712304247588295e-05 leaf_weight=15.482397621084599 8.411470252634901 22.557007633497051 27.827266202173632 leaf_count=752 109 1071 540 internal_value=0 8.68145e-05 -4.2799e-05 internal_weight=0 30.9685 43.3097 internal_count=2472 1180 1292 is_linear=0 shrinkage=0.000400217 Tree=7189 num_leaves=3 num_cat=0 split_feature=44 48 split_gain=1.76208 1.83733 threshold=1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.6233557551222593e-05 -0.00037879886044791524 -0.0002911669151722097 leaf_weight=66.198510914020517 1.8927615812281136 3.1558813359433762 leaf_count=2377 42 54 internal_value=0 1.79893e-06 internal_weight=0 69.3544 internal_count=2473 2431 is_linear=0 shrinkage=0.000400217 Tree=7190 num_leaves=4 num_cat=0 split_feature=42 2 151 split_gain=2.13027 1.84312 0.617125 threshold=-0.098504999999999981 0.14753000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6355528188552844e-05 -3.8350326454846505e-06 0.00034371594809471084 -0.0004187741071335419 leaf_weight=0.82071961806286742 67.285769010711192 2.4241084293134909 2.3807371014263472 leaf_count=27 2182 101 148 internal_value=0 8.7826e-06 -0.00031965 internal_weight=0 69.7099 3.20146 internal_count=2458 2283 175 is_linear=0 shrinkage=0.000400217 Tree=7191 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=1.53017 6.04532 2.36812 threshold=-0.084024999999999975 -0.084169999999999981 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019083293148483198 -0.0033604849215930549 0.045952547940239952 0.010642251323098725 leaf_weight=20.457152505950948 44.002102103663674 1.275251296301575 5.5697583812216171 leaf_count=743 1525 12 196 internal_value=0 0.00471512 -0.00176674 internal_weight=0 21.7324 49.5719 internal_count=2476 755 1721 is_linear=0 shrinkage=0.0204111 Tree=7192 num_leaves=4 num_cat=0 split_feature=155 457 15 split_gain=1.38507 1.43643 0.362756 threshold=0.090695000000000012 -0.0046349999999999994 -0.083119999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0080307994834955543 0.0004771689697020284 0.0021244043415662522 -0.022209730911587934 leaf_weight=6.2447151008236679 0.3694370785524369 66.707561433137926 1.2363724843453372 leaf_count=189 22 2130 121 internal_value=0 0.00124414 -0.0172994 internal_weight=0 72.9523 1.60581 internal_count=2462 2319 143 is_linear=0 shrinkage=0.0204111 Tree=7193 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=1.56999 2.03389 threshold=-0.40186499999999997 0.13849500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047442185253638794 1.7993836362350892e-05 0.0003319590268224672 leaf_weight=0.88031305372714896 72.432478595290377 3.3519678078155257 leaf_count=6 2385 114 internal_value=0 3.23499e-05 internal_weight=0 75.7844 internal_count=2505 2499 is_linear=0 shrinkage=0.000400217 Tree=7194 num_leaves=4 num_cat=0 split_feature=52 147 0 split_gain=1.82403 2.97952 1.62148 threshold=0.18897000000000003 1.0000000180025095e-35 -0.2661949999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021342227266458211 -0.020957819988697696 0.020436333935017304 -0.00022431872082929921 leaf_weight=1.3716952856630076 3.6222013363185388 0.80380514264106739 68.809874879455492 leaf_count=16 278 3 2227 internal_value=0 -0.0131215 0.000230522 internal_weight=0 4.42601 70.1816 internal_count=2524 281 2243 is_linear=0 shrinkage=0.0204111 Tree=7195 num_leaves=4 num_cat=0 split_feature=0 2 48 split_gain=1.77921 3.88214 3.35684 threshold=-0.10674499999999999 0.10840500000000002 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0050432076698754382 -0.0074030894146987136 0.0074590790554541564 -0.016902015660050826 leaf_weight=30.737091915627389 27.479373079517245 9.8665487272264709 3.0962222893567732 leaf_count=419 1658 350 32 internal_value=0 -0.00346604 0.00298579 internal_weight=0 37.3459 33.8333 internal_count=2459 2008 451 is_linear=0 shrinkage=0.0204111 Tree=7196 num_leaves=4 num_cat=0 split_feature=48 0 0 split_gain=2.74525 3.67889 2.36621 threshold=0.091545000000000015 -0.10674499999999999 -0.23211999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0042027402273719667 -0.016600962527 -0.0066294895892192694 0.0098548317668035405 leaf_weight=22.605997629427293 1.4503684062510753 30.641940732557487 15.151901573042776 leaf_count=340 19 1814 284 internal_value=0 -0.00203158 0.00744794 internal_weight=0 53.2479 16.6023 internal_count=2457 2154 303 is_linear=0 shrinkage=0.0204111 Tree=7197 num_leaves=4 num_cat=0 split_feature=49 42 15 split_gain=2.23893 3.69271 2.80779 threshold=-0.085074999999999998 0.091955000000000023 0.097455000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032613065145676527 5.6776622298779225e-05 0.00024356404486723272 -0.00049745026987251504 leaf_weight=6.4758567303651926 61.076551034493605 2.4262355449609458 1.388788658159682 leaf_count=127 2049 25 211 internal_value=0 -0.000169765 4.35865e-05 internal_weight=0 8.90209 62.4653 internal_count=2412 152 2260 is_linear=0 shrinkage=0.000400217 Tree=7198 num_leaves=4 num_cat=0 split_feature=160 16 160 split_gain=2.27855 3.10922 1.85023 threshold=0.087200000000000014 -0.087354999999999988 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043851938677321676 -0.024846999322403578 -0.0009364924605877598 0.013491546257496977 leaf_weight=55.032582799218289 3.5802859177711071 5.8881903023575415 4.1690046243602401 leaf_count=2139 76 194 53 internal_value=0 -0.0101624 0.000566059 internal_weight=0 9.46848 59.2016 internal_count=2462 270 2192 is_linear=0 shrinkage=0.0204111 Tree=7199 num_leaves=4 num_cat=0 split_feature=150 1374 0 split_gain=1.8893 2.71207 0.979038 threshold=0.11740500000000002 -0.094929999999999987 -0.22996999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050937616133959823 0.00043900228660520807 9.1370262294269784e-06 6.5696650164914788e-05 leaf_weight=1.5434864369453851 2.2834412083029747 67.260840666830518 2.2094532736518877 leaf_count=30 20 2369 67 internal_value=0 -3.30345e-06 0.000261484 internal_weight=0 68.8043 4.49289 internal_count=2486 2399 87 is_linear=0 shrinkage=0.000400217 Tree=7200 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=2.09459 3.07533 2.41724 threshold=0.070205000000000017 0.084805000000000019 0.13148500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3121216805469861e-07 0.00053883229223481506 7.382916794694826e-05 -0.00050728801515400647 leaf_weight=52.676386462712799 2.5427514705515959 16.452487851230217 1.441418589944077 leaf_count=1598 58 789 27 internal_value=0 0.000138868 -1.52428e-05 internal_weight=0 18.9952 54.1178 internal_count=2472 847 1625 is_linear=0 shrinkage=0.000400217 Tree=7201 num_leaves=3 num_cat=0 split_feature=457 131 split_gain=1.95954 1.82726 threshold=-0.23069499999999998 0.10340500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018856292948701781 -0.0018422163085492274 0.015406943433236253 leaf_weight=1.9775660245795723 68.323251300608717 2.546561604805901 leaf_count=22 2291 154 internal_value=0 -0.00119908 internal_weight=0 70.8698 internal_count=2467 2445 is_linear=0 shrinkage=0.0204111 Tree=7202 num_leaves=4 num_cat=0 split_feature=376 2 52 split_gain=1.80524 1.54924 1.31041 threshold=0.048375000000000008 0.16826500000000003 -0.088089999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5877535780509505e-05 -9.4199202598312811e-05 0.00038790686132848118 0.00039079451409115503 leaf_weight=67.692236587859952 1.1838507037318775 1.4450067605866923 3.0981000761821624 leaf_count=2308 34 56 90 internal_value=0 -6.82466e-06 0.000257723 internal_weight=0 69.1372 4.28195 internal_count=2488 2364 124 is_linear=0 shrinkage=0.000400217 Tree=7203 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=1.62088 2.39618 threshold=0.16946000000000003 0.13148500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.0488355939569506e-05 0.021331684322964537 -0.019709866499793827 leaf_weight=67.803464643251573 1.3052527463296417 2.550395065729389 leaf_count=2431 19 46 internal_value=0 -0.0007153 internal_weight=0 70.3539 internal_count=2496 2477 is_linear=0 shrinkage=0.0204111 Tree=7204 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=1.66477 2.58804 threshold=-0.52082499999999987 -0.23078999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042130758564292705 0.00026019302774871807 -1.6383832876901409e-06 leaf_weight=1.2753178402981564 6.5097044527356038 69.622229231449637 leaf_count=38 65 2364 internal_value=0 2.10989e-05 internal_weight=0 76.1319 internal_count=2467 2429 is_linear=0 shrinkage=0.000400217 Tree=7205 num_leaves=4 num_cat=0 split_feature=12 13 12 split_gain=2.01565 3.62535 2.46031 threshold=0.084045000000000022 -0.49274999999999997 0.082695000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4859704881978379e-05 0.00042255458057623385 -0.00013955248888847762 0.00041094286248980871 leaf_weight=41.80254412235081 1.8727109202300223 25.377683384723241 2.5613206896014153 leaf_count=711 13 1666 106 internal_value=0 -9.93521e-05 3.87043e-05 internal_weight=0 27.2504 44.3639 internal_count=2496 1679 817 is_linear=0 shrinkage=0.000400217 Tree=7206 num_leaves=4 num_cat=0 split_feature=3 3 52 split_gain=2.32987 3.30091 2.14887 threshold=-0.097754999999999995 -0.075774999999999981 0.092215000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0090334417952189286 -0.01354773491582513 0.0001125035210698847 -0.0065340917637907005 leaf_weight=16.819055813763047 8.9130147139994715 40.171181044115656 4.6370367531526417 leaf_count=301 1170 904 62 internal_value=0 -0.0023932 0.00565257 internal_weight=0 49.0842 21.4561 internal_count=2437 2074 363 is_linear=0 shrinkage=0.0204111 Tree=7207 num_leaves=3 num_cat=0 split_feature=51 1429 split_gain=1.99701 1.97324 threshold=0.15177500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024184129834609307 -0.020928011076639642 0.0021742620897015931 leaf_weight=1.092111775833472 1.5465014238634456 69.929196141168177 leaf_count=116 65 2297 internal_value=0 0.00173151 internal_weight=0 71.0213 internal_count=2478 2413 is_linear=0 shrinkage=0.0204111 Tree=7208 num_leaves=3 num_cat=0 split_feature=13 376 split_gain=2.42237 1.4926 threshold=0.27266500000000005 0.088470000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.6166378132535338e-05 -0.00038919051109213132 0.00035980118420265625 leaf_weight=68.043880651648578 2.2087396621282087 1.9753209645859886 leaf_count=2390 39 48 internal_value=0 2.64197e-05 internal_weight=0 70.0192 internal_count=2477 2438 is_linear=0 shrinkage=0.000400217 Tree=7209 num_leaves=4 num_cat=0 split_feature=3 151 0 split_gain=1.97345 1.82448 1.19018 threshold=0.18307500000000002 0.10932500000000002 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010498356708691332 0.0015590595967036292 -0.021026342438684793 0.023298710628844876 leaf_weight=63.224426768438207 1.9139042856768353 1.67368479198194 2.2569808972184537 leaf_count=2281 48 49 68 internal_value=0 -0.000679818 0.0136245 internal_weight=0 64.8981 4.17089 internal_count=2446 2330 116 is_linear=0 shrinkage=0.0204111 Tree=7210 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=2.05609 2.9158 2.18546 threshold=0.098950000000000024 0.095565000000000011 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9992619484411093e-06 0.0001786041329893749 -0.00033809691566983192 -3.7903208578397331e-05 leaf_weight=35.735085090942448 17.817070788529239 4.7930742919133982 12.741465200648234 leaf_count=1470 427 379 217 internal_value=0 -4.87444e-05 8.8522e-05 internal_weight=0 40.5282 30.5585 internal_count=2493 1849 644 is_linear=0 shrinkage=0.000400217 Tree=7211 num_leaves=4 num_cat=0 split_feature=15 0 474 split_gain=1.66277 3.80576 2.17965 threshold=-0.095584999999999989 -0.11047999999999998 0.084795000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0072689521253686429 0.010238476553774798 -0.0016434060218659375 0.016651873160122555 leaf_weight=17.081633784410773 16.036691329078167 36.797766451169991 1.6424676378082939 leaf_count=449 226 1741 41 internal_value=0 0.00197709 -0.00508412 internal_weight=0 52.8345 18.7241 internal_count=2457 1967 490 is_linear=0 shrinkage=0.0204111 Tree=7212 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=1.8555 5.74561 1.94846 threshold=0.077765000000000015 -0.029219999999999999 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4473809989831194e-05 -0.00010124188922522816 -0.00037731081081248839 8.8282787752048562e-05 leaf_weight=14.812752879856818 10.864352202919688 7.2742141080734646 41.748916373202519 leaf_count=704 495 596 698 internal_value=0 -8.89178e-05 4.90151e-05 internal_weight=0 22.087 52.6133 internal_count=2493 1300 1193 is_linear=0 shrinkage=0.000400217 Tree=7213 num_leaves=4 num_cat=0 split_feature=3 48 52 split_gain=3.63709 2.19878 0.138451 threshold=0.18307500000000002 0.12879500000000002 -0.069859999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3954032972015677e-05 0.00024128414852056149 -0.0002890804133852441 0.00045161599973362547 leaf_weight=65.666279246531303 1.20075998979155 3.9607296386393491 2.581858768422534 leaf_count=2305 30 61 85 internal_value=0 -3.72052e-06 0.000393704 internal_weight=0 69.627 3.78262 internal_count=2481 2366 115 is_linear=0 shrinkage=0.000400217 Tree=7214 num_leaves=4 num_cat=0 split_feature=456 131 1 split_gain=1.84779 1.80398 1.43736 threshold=0.087485000000000021 0.092225000000000015 0.11332500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2821159152414867e-05 -0.00051496920395558549 -0.00025754592352332897 5.2836762953575975e-05 leaf_weight=66.830027885623167 1.8539679054847504 3.7776535181110367 1.0911753977998158 leaf_count=2078 99 250 33 internal_value=0 7.43694e-06 -0.000310367 internal_weight=0 70.6077 2.94514 internal_count=2460 2328 132 is_linear=0 shrinkage=0.000400217 Tree=7215 num_leaves=4 num_cat=0 split_feature=2 43 2 split_gain=1.90158 3.00155 1.971 threshold=0.097995000000000013 0.084965000000000013 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021311042370264223 0.017595762273509497 -0.023435625072077863 0.0011997558684156697 leaf_weight=39.589251653856081 3.335498788670523 2.8522908005907075 26.989398367527428 leaf_count=1555 69 141 697 internal_value=0 -0.00362078 0.00306128 internal_weight=0 42.4415 30.3249 internal_count=2462 1696 766 is_linear=0 shrinkage=0.0204111 Tree=7216 num_leaves=3 num_cat=0 split_feature=9 1444 split_gain=1.46847 1.48416 threshold=-0.036024999999999995 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021063558783256848 0.019472991482697551 -0.00049555216415571443 leaf_weight=1.28560339440446 1.4733142328914244 70.924267622997831 leaf_count=70 25 2387 internal_value=0 -5.97435e-05 internal_weight=0 72.3976 internal_count=2482 2412 is_linear=0 shrinkage=0.0204111 Tree=7217 num_leaves=4 num_cat=0 split_feature=49 3 15 split_gain=1.74342 3.07253 2.0181 threshold=-0.0019649999999999997 -0.097754999999999995 0.095330000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0079461954373225303 0.0037916316909354483 -0.0082319926889253148 -0.017741938402759425 leaf_weight=6.679359654193834 46.794459840972195 17.43919882834598 1.7764193965194852 leaf_count=71 1700 434 255 internal_value=0 -0.00373561 0.00296507 internal_weight=0 24.1186 48.5709 internal_count=2460 505 1955 is_linear=0 shrinkage=0.0204111 Tree=7218 num_leaves=3 num_cat=0 split_feature=38 39 split_gain=2.16711 2.00094 threshold=1.0000000180025095e-35 0.085095000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011902491972339982 -0.01995883214149027 0.010186553255525746 leaf_weight=62.434547465064497 2.2354322121827854 7.0679611821105928 leaf_count=2207 46 222 internal_value=0 -1.87778e-05 internal_weight=0 69.5025 internal_count=2475 2429 is_linear=0 shrinkage=0.0204111 Tree=7219 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=1.71962 1.9879 threshold=-0.084274999999999989 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022521949663759779 -0.0032579583210315035 0.0035065779888753634 leaf_weight=1.3476100174157171 35.879301203459363 36.294635736223427 leaf_count=29 1666 750 internal_value=0 0.000143936 internal_weight=0 72.1739 internal_count=2445 2416 is_linear=0 shrinkage=0.0204111 Tree=7220 num_leaves=4 num_cat=0 split_feature=48 4 51 split_gain=1.67969 3.21681 1.90301 threshold=0.093265000000000015 0.030400000000000003 0.087505000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7711494902556453e-05 0.00030611768685133753 -7.4037452149342662e-05 -0.00020804401327110918 leaf_weight=54.089719638621318 8.2463716168404044 6.1542300818982758 6.6107130875116118 leaf_count=1951 193 90 252 internal_value=0 0.000144337 -7.21268e-06 internal_weight=0 14.4006 60.7004 internal_count=2486 283 2203 is_linear=0 shrinkage=0.000400217 Tree=7221 num_leaves=4 num_cat=0 split_feature=133 43 12 split_gain=1.95274 3.21921 0.106033 threshold=-0.26719999999999994 0.095890000000000017 -0.05418499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014200321385950877 1.5568566755654043e-05 0.00034124564268647381 -0.00050475083268458978 leaf_weight=0.27210220601409674 66.18017801305723 5.1361445395159526 0.97960428217993356 leaf_count=10 2206 98 137 internal_value=0 3.95217e-05 -0.000444029 internal_weight=0 71.3163 1.25171 internal_count=2451 2304 147 is_linear=0 shrinkage=0.000400217 Tree=7222 num_leaves=3 num_cat=0 split_feature=0 1456 split_gain=1.8656 1.79622 threshold=0.37339500000000009 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02034309366216119 -0.025244676700569523 0.0009417958104178866 leaf_weight=1.5797901709338464 1.0859226966276754 69.847245458871839 leaf_count=220 10 2269 internal_value=0 0.000439924 internal_weight=0 71.427 internal_count=2499 2489 is_linear=0 shrinkage=0.0204111 Tree=7223 num_leaves=4 num_cat=0 split_feature=1 149 52 split_gain=1.78924 2.6689 0.826585 threshold=0.13662500000000002 0.092550000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00072782316966224774 0.0026198557901545806 -0.02876537512656055 0.021561400596169351 leaf_weight=66.193075140868132 1.6328482181634174 1.1914290153072205 2.3430108853099219 leaf_count=2296 46 30 92 internal_value=0 0.000159499 0.0140671 internal_weight=0 67.3845 3.97586 internal_count=2464 2326 138 is_linear=0 shrinkage=0.0204111 Tree=7224 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=1.56041 1.67251 threshold=0.10071000000000001 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.9488795074600242e-05 -0.00042965678342542847 -5.2254377435289936e-05 leaf_weight=32.692859867868719 1.2518983068875957 40.141524128697711 leaf_count=437 16 2046 internal_value=0 2.41474e-06 internal_weight=0 72.8344 internal_count=2499 2483 is_linear=0 shrinkage=0.000400217 Tree=7225 num_leaves=3 num_cat=0 split_feature=130 1446 split_gain=1.63993 1.59024 threshold=-0.23015999999999995 0.083530000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055842633507161184 5.1087483280890784e-05 -0.00035774375789572984 leaf_weight=0.62325768862501618 71.622135670779244 1.4463033021411309 leaf_count=18 2237 221 internal_value=0 4.24602e-05 internal_weight=0 73.0684 internal_count=2476 2458 is_linear=0 shrinkage=0.000400217 Tree=7226 num_leaves=4 num_cat=0 split_feature=12 3 49 split_gain=2.04992 3.46836 2.41282 threshold=0.084045000000000022 -0.015259999999999998 -0.14917999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012023773945985734 0.012279876493822351 -0.0007031852341310114 -0.0063794099307919148 leaf_weight=12.371156922228691 3.1705708140507367 31.221976189532143 24.248018754642544 leaf_count=301 35 505 1605 internal_value=0 0.00293011 -0.00418056 internal_weight=0 43.5931 27.4186 internal_count=2446 806 1640 is_linear=0 shrinkage=0.0204111 Tree=7227 num_leaves=4 num_cat=0 split_feature=1 50 0 split_gain=2.70693 2.27545 1.68089 threshold=0.11332500000000002 0.083090000000000011 -0.19242499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1022969310128413e-06 -0.00019635522545528327 -0.00033180094713163873 0.00020838088668859514 leaf_weight=52.588799553318495 1.7804804996121664 3.6132918836274248 13.465336731715068 leaf_count=1698 21 420 357 internal_value=0 -2.95316e-05 0.000160027 internal_weight=0 56.2021 15.2458 internal_count=2496 2118 378 is_linear=0 shrinkage=0.000400217 Tree=7228 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=2.1227 2.03011 threshold=-0.40446999999999994 0.099280000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021505937689231126 0.002462570493199008 -0.013113383597495396 leaf_weight=1.5752666569214842 67.369154891206563 3.5654653662240881 leaf_count=199 1916 366 internal_value=0 0.00166023 internal_weight=0 70.9346 internal_count=2481 2282 is_linear=0 shrinkage=0.0204111 Tree=7229 num_leaves=4 num_cat=0 split_feature=41 16 42 split_gain=2.00453 2.53143 1.6752 threshold=0.075585000000000013 -0.54057999999999995 -0.40186499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046867198825064623 0.00026206657647881497 -0.00036955028076449044 4.6419638344821823e-05 leaf_weight=0.91504695676849124 1.2628128301003014 3.980670482327695 68.940925951947975 leaf_count=9 21 114 2345 internal_value=0 -0.000215136 3.89332e-05 internal_weight=0 5.24348 69.856 internal_count=2489 135 2354 is_linear=0 shrinkage=0.000400217 Tree=7230 num_leaves=3 num_cat=0 split_feature=46 48 split_gain=1.96132 1.9184 threshold=0.084955000000000017 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020063544126321057 -0.021409754856490885 -0.013917447591256035 leaf_weight=68.991826379306985 1.5106891362229351 3.1914050224295343 leaf_count=2413 37 54 internal_value=0 0.00128186 internal_weight=0 72.1832 internal_count=2504 2467 is_linear=0 shrinkage=0.0204111 Tree=7231 num_leaves=4 num_cat=0 split_feature=155 14 13 split_gain=1.64184 1.95509 0.15673 threshold=0.083985000000000018 -0.23083499999999998 -0.071839999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025534301328549933 -9.9616359993703944e-05 2.9816939686536181e-05 -0.00043540629245644795 leaf_weight=3.9757435767678535 0.35769156247260969 66.484007199013831 1.3220922224554659 leaf_count=103 37 2183 124 internal_value=0 1.3347e-05 -0.000374597 internal_weight=0 70.4598 1.67978 internal_count=2447 2286 161 is_linear=0 shrinkage=0.000400217 Tree=7232 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=1.8912 2.23987 threshold=0.084835000000000008 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011996038628848044 -0.019963065540285256 -0.0012510262952215691 leaf_weight=5.7050526701059416 1.9489011931582343 61.826333660016644 leaf_count=189 40 2256 internal_value=0 -0.00011391 internal_weight=0 67.5314 internal_count=2485 2445 is_linear=0 shrinkage=0.0204111 Tree=7233 num_leaves=3 num_cat=0 split_feature=44 403 split_gain=1.73228 1.95388 threshold=1.0000000180025095e-35 0.090880000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.2086132810603265e-05 -0.00033968403560826236 -0.00037461771893040278 leaf_weight=70.597043946043414 2.0826300185290156 1.8324267602401949 leaf_count=2213 49 211 internal_value=0 2.12344e-05 internal_weight=0 72.4295 internal_count=2473 2424 is_linear=0 shrinkage=0.000400217 Tree=7234 num_leaves=4 num_cat=0 split_feature=157 13 159 split_gain=1.51377 2.81083 2.27307 threshold=-0.077234999999999984 -0.020934999999999999 0.11259000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014652057131163629 -1.3561303882149564e-05 0.00029102648081468998 -0.00044093020552987802 leaf_weight=3.5363394255764433 61.127962299382489 6.593282846555665 1.9490200074178563 leaf_count=205 2055 123 107 internal_value=0 0.000138343 -2.75245e-05 internal_weight=0 10.1296 63.077 internal_count=2490 328 2162 is_linear=0 shrinkage=0.000400217 Tree=7235 num_leaves=4 num_cat=0 split_feature=41 16 453 split_gain=1.72073 2.06021 1.50455 threshold=0.075585000000000013 -0.53221499999999988 0.10218000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014387178151624321 0.0091232991024866768 -0.018328312220729701 -0.021585874391493821 leaf_weight=66.795802981427187 1.501093915721867 3.9654939703068512 1.0919143930077542 leaf_count=2342 25 110 12 internal_value=0 -0.0107584 0.00103345 internal_weight=0 5.46659 67.8877 internal_count=2489 135 2354 is_linear=0 shrinkage=0.0204111 Tree=7236 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=3.25161 5.55924 1.55999 threshold=1.0000000180025095e-35 -0.053259999999999995 0.30863500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039087985159494751 3.0843821953721967e-05 2.8370934370119767e-05 0.00038709719430093042 leaf_weight=8.4107767413906931 49.506973435146392 12.45583594994241 1.9400856733627723 leaf_count=1137 1078 122 96 internal_value=0 -0.000141802 4.50897e-05 internal_weight=0 20.8666 51.4471 internal_count=2433 1259 1174 is_linear=0 shrinkage=0.000400217 Tree=7237 num_leaves=4 num_cat=0 split_feature=43 16 12 split_gain=1.94097 2.18911 1.7351 threshold=0.06728000000000002 0.26746000000000009 0.098735000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014653941277720211 0.013204782874910222 -0.011446628356276122 -0.010125509161712667 leaf_weight=58.970012491740817 8.7902256279312478 5.9165495751240078 1.475901862964746 leaf_count=1974 188 271 95 internal_value=0 0.000270347 0.00977767 internal_weight=0 64.8866 10.2661 internal_count=2528 2245 283 is_linear=0 shrinkage=0.0204111 Tree=7238 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=2.12038 3.0967 2.33971 threshold=-0.13314999999999996 -0.075969999999999996 0.079590000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029411396037526379 -0.0082803376329020073 0.0027268974293486259 0.019020359758134167 leaf_weight=20.50357320130934 17.121001746008915 27.769158028808306 4.5246952828019849 leaf_count=301 1314 781 43 internal_value=0 -0.00148139 0.00591976 internal_weight=0 44.8902 25.0283 internal_count=2439 2095 344 is_linear=0 shrinkage=0.0204111 Tree=7239 num_leaves=4 num_cat=0 split_feature=3 1 4 split_gain=2.58811 4.0967 3.6574 threshold=-0.097754999999999995 0.077765000000000015 -0.47668499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046663227210931812 -0.00026817156519213066 3.8722601919623881e-06 0.00015568873605445945 leaf_weight=1.53030798659893 11.371384191419564 38.893446964950272 19.607969748559299 leaf_count=72 1184 932 298 internal_value=0 -5.81313e-05 0.000108414 internal_weight=0 50.2648 21.1383 internal_count=2486 2116 370 is_linear=0 shrinkage=0.000400217 Tree=7240 num_leaves=3 num_cat=0 split_feature=47 46 split_gain=1.74788 1.90028 threshold=0.13148500000000005 0.084955000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00078230642016948587 -0.015554783793097193 -0.023748401353275127 leaf_weight=67.385791793531098 2.9105389316682695 1.2298210174776603 leaf_count=2435 47 26 internal_value=0 0.000304661 internal_weight=0 68.6156 internal_count=2508 2461 is_linear=0 shrinkage=0.0204111 Tree=7241 num_leaves=3 num_cat=0 split_feature=1374 42 split_gain=3.13553 2.04214 threshold=-0.08070999999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004899901337852209 -0.0001662927851082276 3.8820989461187921e-05 leaf_weight=1.940781920304288 8.8326981149011754 59.353952228781964 leaf_count=41 679 1741 internal_value=0 1.20221e-05 internal_weight=0 68.1867 internal_count=2461 2420 is_linear=0 shrinkage=0.000400217 Tree=7242 num_leaves=3 num_cat=0 split_feature=45 0 split_gain=1.63586 1.62911 threshold=-1.0000000180025095e-35 -0.2661949999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040327617307828851 0.00038166957028582291 -3.9107624171159836e-05 leaf_weight=1.3107703795103578 1.3944376613944758 69.234843763825666 leaf_count=18 16 2431 internal_value=0 -3.02092e-05 internal_weight=0 70.6293 internal_count=2465 2447 is_linear=0 shrinkage=0.000400217 Tree=7243 num_leaves=3 num_cat=0 split_feature=8 157 split_gain=2.03377 1.68333 threshold=1.0000000180025095e-35 -0.076494999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0062513527078463553 0.016254215079073875 -0.00250179622960864 leaf_weight=10.764167096572235 2.8152282808732698 57.742121881917228 leaf_count=324 53 2098 internal_value=0 -0.00111849 internal_weight=0 68.5063 internal_count=2475 2422 is_linear=0 shrinkage=0.0204111 Tree=7244 num_leaves=3 num_cat=0 split_feature=151 133 split_gain=2.05484 1.52228 threshold=0.11088000000000002 0.10637000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012560839105104666 -0.022288073302447045 -0.01456396674577588 leaf_weight=69.271483955159965 1.5483990264328884 2.5183321229669664 leaf_count=2102 44 338 internal_value=0 0.000679313 internal_weight=0 71.7898 internal_count=2484 2440 is_linear=0 shrinkage=0.0204111 Tree=7245 num_leaves=4 num_cat=0 split_feature=49 49 12 split_gain=2.0968 2.70626 1.11099 threshold=-0.14917999999999998 -0.088014999999999996 0.096210000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025545957163236477 -0.018021528967695433 0.00029387815439815059 0.022170454701494601 leaf_weight=2.274539924634154 3.4393709243158801 62.653552761506944 2.5217231966089457 leaf_count=61 71 2317 19 internal_value=0 -0.000688093 0.0131385 internal_weight=0 66.0929 4.79626 internal_count=2468 2388 80 is_linear=0 shrinkage=0.0204111 Tree=7246 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=1.80873 1.83716 0.992681 threshold=0.11610500000000001 0.11426500000000002 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0188930765846991e-05 -0.00061931397390121447 0.00046645442875864918 -0.00011426038745009809 leaf_weight=67.890878502606938 0.9353605466021685 1.3317849165032374 1.7036235451550963 leaf_count=2299 48 26 67 internal_value=0 1.97062e-05 -0.000311192 internal_weight=0 69.2227 2.63898 internal_count=2440 2325 115 is_linear=0 shrinkage=0.000400217 Tree=7247 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=1.76087 1.76051 1.14475 threshold=0.11628000000000001 0.11351500000000002 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9168286101795758e-05 -0.00059492063877568683 0.0004664396142960084 -7.9660492951476466e-05 leaf_weight=68.729879859723951 1.0599392290605458 1.3275417496915896 1.7830726447045888 leaf_count=2343 43 32 69 internal_value=0 2.83745e-05 -0.000287025 internal_weight=0 70.0574 2.84301 internal_count=2487 2375 112 is_linear=0 shrinkage=0.000400217 Tree=7248 num_leaves=4 num_cat=0 split_feature=457 1 40 split_gain=1.58986 2.1412 1.79896 threshold=0.069910000000000014 0.086105000000000015 0.051255000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012164407633943194 -0.0082907874046248276 0.012577016602333523 0.013422864275449151 leaf_weight=56.887612558823093 2.5588990369178637 8.980710646894293 3.61382978176698 leaf_count=2220 84 126 53 internal_value=0 0.00791439 -0.000318836 internal_weight=0 11.5396 60.5014 internal_count=2483 210 2273 is_linear=0 shrinkage=0.0204111 Tree=7249 num_leaves=4 num_cat=0 split_feature=376 151 52 split_gain=1.73114 1.52907 0.781547 threshold=0.048375000000000008 -0.41249499999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042039243864819953 4.054254782548191e-05 -3.2157114522688843e-06 0.0003676614664050864 leaf_weight=1.3257009534372617 2.0173176999014686 66.65699072955249 2.7776636740600216 leaf_count=46 75 2285 57 internal_value=0 -1.20288e-05 0.000234103 internal_weight=0 67.9827 4.79498 internal_count=2463 2331 132 is_linear=0 shrinkage=0.000400217 Tree=7250 num_leaves=4 num_cat=0 split_feature=13 43 43 split_gain=1.92947 2.66129 1.38289 threshold=0.17888000000000001 -0.15786499999999998 -0.24596499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029596646520532543 -0.00042014472137356473 -1.2760886659325222e-05 7.8291569330147249e-05 leaf_weight=4.707823281933087 2.8324942114704754 61.945699273734135 1.2341216248169065 leaf_count=67 96 2279 38 internal_value=0 9.50469e-06 -0.000270836 internal_weight=0 66.6535 4.06662 internal_count=2480 2346 134 is_linear=0 shrinkage=0.000400217 Tree=7251 num_leaves=3 num_cat=0 split_feature=45 51 split_gain=1.62495 1.42569 threshold=-1.0000000180025095e-35 0.14780500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020710239842811482 0.00099711034972815599 -0.017225354163095202 leaf_weight=1.5900650516414305 69.165210130867308 1.7242651620235836 leaf_count=19 2423 69 internal_value=0 0.000527415 internal_weight=0 70.8895 internal_count=2511 2492 is_linear=0 shrinkage=0.0204111 Tree=7252 num_leaves=4 num_cat=0 split_feature=43 1 4 split_gain=2.22524 3.16227 1.81755 threshold=0.053180000000000012 0.077765000000000015 -0.080924999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010896800374297411 0.015539104581630461 0.0004401269922744553 -0.0009009143020954918 leaf_weight=13.140308054886189 5.8294827633781097 45.216780159604241 5.279543197468227 leaf_count=1089 59 1039 279 internal_value=0 -0.0021286 0.00779499 internal_weight=0 58.3571 11.109 internal_count=2466 2128 338 is_linear=0 shrinkage=0.0204111 Tree=7253 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=2.52308 4.31779 3.32681 threshold=-0.10674499999999999 -0.075969999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011710413316709092 -0.00027808346059254982 1.2428013691816729e-05 -0.00032847169731902722 leaf_weight=30.198511256785423 11.415196398299484 28.313887196538417 2.8368495125005202 leaf_count=413 1243 790 29 internal_value=0 -7.15904e-05 7.78609e-05 internal_weight=0 39.7291 33.0354 internal_count=2475 2033 442 is_linear=0 shrinkage=0.000400217 Tree=7254 num_leaves=3 num_cat=0 split_feature=151 160 split_gain=1.69201 1.80834 threshold=-0.28286499999999998 -0.091944999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018448659922928674 -0.010107155344464484 0.0022569306615604591 leaf_weight=1.7308738738611271 5.2056616701938756 67.432984804094303 leaf_count=61 360 2070 internal_value=0 0.00135666 internal_weight=0 72.6386 internal_count=2491 2430 is_linear=0 shrinkage=0.0204111 Tree=7255 num_leaves=3 num_cat=0 split_feature=160 12 split_gain=2.09158 1.91535 threshold=-0.25833999999999996 0.11610500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021408908329804549 0.0031417006462332985 -0.013249399239907049 leaf_weight=1.456245549322374 67.805932248042154 2.9965902783187621 leaf_count=199 2147 110 internal_value=0 0.00242815 internal_weight=0 70.8025 internal_count=2456 2257 is_linear=0 shrinkage=0.0204111 Tree=7256 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.57226 1.92172 threshold=-0.15747999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013986225121299187 -0.01423805524412218 -0.00057339922715776129 leaf_weight=2.7411397225514511 4.4786080868288982 65.175209657780215 leaf_count=32 174 2262 internal_value=0 -0.00147345 internal_weight=0 69.6538 internal_count=2468 2436 is_linear=0 shrinkage=0.0204111 Tree=7257 num_leaves=4 num_cat=0 split_feature=2 46 16 split_gain=1.92479 2.49736 0.828273 threshold=0.13754500000000003 0.084955000000000017 0.0097750000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080611853651273255 0.016256302169257334 -0.028207838038077745 -0.00055487592472772921 leaf_weight=62.576803457871392 3.784843256496969 1.3053274118574325 1.7676194610539822 leaf_count=2272 114 27 54 internal_value=0 -0.0014144 0.0109993 internal_weight=0 63.8821 5.55246 internal_count=2467 2299 168 is_linear=0 shrinkage=0.0204111 Tree=7258 num_leaves=3 num_cat=0 split_feature=44 12 split_gain=1.62498 1.81451 threshold=1.0000000180025095e-35 0.084045000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.7870305148359162e-05 -0.00035515327781236765 -6.3596073491011134e-05 leaf_weight=41.80999826246989 1.8391160088358436 27.971516471863652 leaf_count=759 47 1629 internal_value=0 1.51553e-05 internal_weight=0 69.7815 internal_count=2435 2388 is_linear=0 shrinkage=0.000400217 Tree=7259 num_leaves=4 num_cat=0 split_feature=49 43 131 split_gain=2.39009 2.60386 1.77345 threshold=-0.10919499999999999 -0.053009999999999995 0.089485000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8607098578526479e-05 2.9295010361734518e-05 -0.0005194038507792192 -0.00023193817287188581 leaf_weight=2.7990658281487413 61.688539297973875 2.8412613799300734 4.3513914337490851 leaf_count=63 2033 44 321 internal_value=0 -0.000257246 1.17188e-05 internal_weight=0 5.64033 66.0399 internal_count=2461 107 2354 is_linear=0 shrinkage=0.000400217 Tree=7260 num_leaves=3 num_cat=0 split_feature=14 41 split_gain=1.89641 1.62201 threshold=0.076175000000000007 0.075585000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5825097481655903e-05 -0.00041919108480677485 -0.00022630773081559381 leaf_weight=63.038056631727159 1.5822496840792144 4.2578465010737991 leaf_count=2264 78 98 internal_value=0 9.52311e-06 internal_weight=0 67.2959 internal_count=2440 2362 is_linear=0 shrinkage=0.000400217 Tree=7261 num_leaves=3 num_cat=0 split_feature=13 367 split_gain=1.58724 1.63746 threshold=-0.5356749999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032497774432913154 -0.00042496897300231919 3.1710053981245939e-05 leaf_weight=2.0385593946994041 1.1680910529030359 72.547002551556034 leaf_count=28 19 2392 internal_value=0 2.384e-05 internal_weight=0 73.7151 internal_count=2439 2411 is_linear=0 shrinkage=0.000400217 Tree=7262 num_leaves=4 num_cat=0 split_feature=15 474 159 split_gain=2.05979 3.91298 2.46972 threshold=-0.095804999999999987 0.084660000000000027 0.091305000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018837594362880981 5.4277402382541867e-05 0.00034568808060310907 -0.00025138429835363911 leaf_weight=17.459403302733339 49.53562896837775 2.4071349385631029 4.5179990433607591 leaf_count=461 1789 44 195 internal_value=0 -0.000122091 2.82622e-05 internal_weight=0 19.8665 54.0536 internal_count=2489 505 1984 is_linear=0 shrinkage=0.000400217 Tree=7263 num_leaves=4 num_cat=0 split_feature=2 0 16 split_gain=2.69457 2.38072 1.13726 threshold=0.12347500000000002 -0.23078999999999997 0.10489000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011715808914506539 0.015216462090622829 -0.0013800871436348485 -0.0044129294259448292 leaf_weight=6.2989771927532265 7.214507039425369 58.952971702722607 1.4253718122818098 leaf_count=69 191 2157 56 internal_value=0 -9.79953e-05 0.0119631 internal_weight=0 65.2519 8.63988 internal_count=2473 2226 247 is_linear=0 shrinkage=0.0204111 Tree=7264 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.59561 2.23463 threshold=-0.28286499999999998 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018321894414146209 -0.00034297600176959168 0.012920471252848372 leaf_weight=1.7662271378194407 64.768628391518178 5.650498743483694 leaf_count=56 2293 147 internal_value=0 0.000740117 internal_weight=0 70.4191 internal_count=2496 2440 is_linear=0 shrinkage=0.0204111 Tree=7265 num_leaves=4 num_cat=0 split_feature=1 42 42 split_gain=1.95483 3.77245 1.60588 threshold=0.12212000000000002 0.093735000000000013 0.10017000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7766924013080624e-06 7.4464957678951709e-05 -0.00034309195632742422 0.00045828043256066094 leaf_weight=55.847943599296741 7.8482613252162974 5.4413085671840227 2.1569297514506616 leaf_count=1856 200 380 58 internal_value=0 -2.84994e-05 0.000161364 internal_weight=0 61.2893 10.0052 internal_count=2494 2236 258 is_linear=0 shrinkage=0.000400217 Tree=7266 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=1.8929 4.35872 3.31412 threshold=-0.061889999999999994 0.088975000000000012 0.082495000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021383607532090554 0.00018794046574025083 4.7762058562230363e-05 -0.00015421628081830726 leaf_weight=14.523889843861978 18.531714404329254 33.580875912444753 5.8978450925933421 leaf_count=1354 361 691 105 internal_value=0 -3.15333e-05 0.000105009 internal_weight=0 48.1048 24.4296 internal_count=2511 2045 466 is_linear=0 shrinkage=0.000400217 Tree=7267 num_leaves=4 num_cat=0 split_feature=3 159 0 split_gain=2.20572 1.92461 1.4685 threshold=0.14121000000000003 0.091305000000000011 -0.11524 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7566596476541214e-05 -3.8076850223231248e-05 -0.00021738644649900237 0.00034768244590817528 leaf_weight=59.404822755509485 2.2110535748361144 5.5112302599800378 5.2568915099836877 leaf_count=2084 66 255 75 internal_value=0 6.43212e-06 0.000234594 internal_weight=0 64.9161 7.46795 internal_count=2480 2339 141 is_linear=0 shrinkage=0.000400217 Tree=7268 num_leaves=4 num_cat=0 split_feature=457 150 2 split_gain=1.60843 1.74416 1.30647 threshold=-1.0000000180025095e-35 0.11740500000000002 0.10057000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036349210482890514 -5.9712362048967632e-06 0.00025657701355984435 1.4801269179766753e-05 leaf_weight=3.3777687267865977 61.295046311099213 4.2274978605128117 2.5024155769206118 leaf_count=154 2228 68 50 internal_value=0 1.13771e-05 -0.000205234 internal_weight=0 65.5225 5.88018 internal_count=2500 2296 204 is_linear=0 shrinkage=0.000400217 Tree=7269 num_leaves=4 num_cat=0 split_feature=43 159 132 split_gain=2.35986 1.53276 0.0334272 threshold=0.2506000000000001 0.091305000000000011 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019999219556898328 -0.012887953739340853 -0.008521236593796137 -0.02726202151035928 leaf_weight=65.745626456723585 0.42602188779710548 6.2119903648253958 1.0254028648532756 leaf_count=2064 68 298 81 internal_value=0 0.00107982 -0.0242681 internal_weight=0 71.9576 1.45142 internal_count=2511 2362 149 is_linear=0 shrinkage=0.0204111 Tree=7270 num_leaves=3 num_cat=0 split_feature=1374 4 split_gain=2.40245 2.46503 threshold=-0.43176999999999993 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025733260326353358 -0.016183090773068891 0.0022670340309543925 leaf_weight=1.2719139475375403 3.049634629598585 66.1067748587202 leaf_count=12 120 2278 internal_value=0 0.00142858 internal_weight=0 69.1564 internal_count=2410 2398 is_linear=0 shrinkage=0.0204111 Tree=7271 num_leaves=3 num_cat=0 split_feature=148 4 split_gain=1.81681 1.96662 threshold=-0.084449999999999983 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017386916731533308 -3.6066189055763805e-05 0.0096515881171329952 leaf_weight=2.0962338057288425 57.853180814300686 10.169343338075121 leaf_count=61 2128 271 internal_value=0 0.00142572 internal_weight=0 68.0225 internal_count=2460 2399 is_linear=0 shrinkage=0.0204111 Tree=7272 num_leaves=3 num_cat=0 split_feature=2 0 split_gain=1.73982 2.08758 threshold=0.16826500000000003 0.21217000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.628779215559849e-05 0.00038865015076444031 -0.00040459462010398648 leaf_weight=68.913140747737089 1.5240727047857934 2.179906111676245 leaf_count=2414 60 19 internal_value=0 -2.88118e-05 internal_weight=0 71.093 internal_count=2493 2433 is_linear=0 shrinkage=0.000400217 Tree=7273 num_leaves=4 num_cat=0 split_feature=1447 124 483 split_gain=1.9098 1.9298 0.147787 threshold=-1.0000000180025095e-35 -0.043384999999999993 0.093370000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042828139665614508 0.00024107393876430995 -8.1536225426952285e-06 -9.1077860951674044e-05 leaf_weight=1.6205233358923568 5.2734369422432783 65.443907019592189 0.31694291866551783 leaf_count=194 191 2037 41 internal_value=0 1.07831e-05 -0.000381109 internal_weight=0 70.7173 1.93747 internal_count=2463 2228 235 is_linear=0 shrinkage=0.000400217 Tree=7274 num_leaves=3 num_cat=0 split_feature=39 157 split_gain=1.70001 1.96377 threshold=0.16946000000000003 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00033349499818020547 0.00041942516427216089 -1.1507015505766501e-05 leaf_weight=3.0700168145340276 1.2857317493180733 65.433899340568132 leaf_count=195 18 2251 internal_value=0 -2.64576e-05 internal_weight=0 68.5039 internal_count=2464 2446 is_linear=0 shrinkage=0.000400217 Tree=7275 num_leaves=4 num_cat=0 split_feature=15 2 1 split_gain=2.62799 1.81035 0.807732 threshold=0.097210000000000019 0.14062000000000005 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034038759813298758 -0.023524653440008245 0.015107818496397781 -0.0021810743311757807 leaf_weight=64.155327195468999 2.3133391745723197 3.5439427579985923 1.0976523433346299 leaf_count=2122 240 110 21 internal_value=0 0.00113711 -0.0169439 internal_weight=0 67.6993 3.41099 internal_count=2493 2232 261 is_linear=0 shrinkage=0.0204111 Tree=7276 num_leaves=4 num_cat=0 split_feature=15 1374 39 split_gain=3.3897 2.67215 1.56956 threshold=0.091545000000000015 -0.094929999999999987 0.088780000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039330944034974441 -0.00042590638001419842 3.6301399020508574e-05 0.00032893989105001978 leaf_weight=2.2934791508014305 3.7913856269751696 64.632559996849523 0.41463169606868167 leaf_count=42 389 2039 11 internal_value=0 2.09468e-05 -0.000344893 internal_weight=0 66.926 4.20602 internal_count=2481 2081 400 is_linear=0 shrinkage=0.000400217 Tree=7277 num_leaves=4 num_cat=0 split_feature=42 157 146 split_gain=2.18651 2.27363 1.68524 threshold=-0.0044549999999999998 -0.078064999999999982 0.086030000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013131969622269457 0.0023716702193939255 -0.01424724216193997 -0.019201495255482981 leaf_weight=1.4550361305409749 60.749001270005465 6.7684593160265631 1.4358042278327037 leaf_count=44 1772 607 21 internal_value=0 -0.00929154 0.00183994 internal_weight=0 8.2235 62.1848 internal_count=2444 651 1793 is_linear=0 shrinkage=0.0204111 Tree=7278 num_leaves=4 num_cat=0 split_feature=0 151 4 split_gain=1.82775 2.32051 1.91742 threshold=0.043560000000000008 0.032230000000000009 -0.38908499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0759731242488221e-05 5.0308524607634542e-05 -0.00021192217171463865 0.0003770476509661191 leaf_weight=52.314833815967177 7.9204770238138735 7.0627654604031695 4.4434124435938411 leaf_count=2135 143 118 58 internal_value=0 1.549e-06 0.000170064 internal_weight=0 59.3776 12.3639 internal_count=2454 2253 201 is_linear=0 shrinkage=0.000400217 Tree=7279 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.44874 2.01454 threshold=-0.5356749999999999 -0.52014499999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01551304561805009 0.026221157944237773 0.00080185860231178901 leaf_weight=2.094399177003651 1.2124696344544634 68.081491427878063 leaf_count=28 13 2399 internal_value=0 0.00128822 internal_weight=0 69.294 internal_count=2440 2412 is_linear=0 shrinkage=0.0204111 Tree=7280 num_leaves=4 num_cat=0 split_feature=42 132 46 split_gain=1.53134 2.53358 1.86513 threshold=-0.0044549999999999998 0.081465000000000024 0.081930000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025943132913841923 4.9099132488801274e-05 0.00020566656567734472 -0.00040076075697065028 leaf_weight=6.7987859964314321 63.639711703120156 2.4804602113144938 1.4000945903826494 leaf_count=553 1762 124 34 internal_value=0 -0.000134135 3.8743e-05 internal_weight=0 9.27925 65.0398 internal_count=2473 677 1796 is_linear=0 shrinkage=0.000400217 Tree=7281 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=1.69362 1.79344 threshold=-0.39935999999999994 0.14198000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025459873155189969 0.00028736166938989933 0.014349253870598029 leaf_weight=0.90484801426737149 68.05159934763924 3.8891148665024948 leaf_count=129 2265 61 internal_value=0 0.00106866 internal_weight=0 71.9407 internal_count=2455 2326 is_linear=0 shrinkage=0.0204111 Tree=7282 num_leaves=4 num_cat=0 split_feature=12 0 49 split_gain=1.68116 4.26836 2.0313 threshold=0.084045000000000022 -0.060094999999999989 -0.088014999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024117138326082931 -0.00022366904677563712 8.5304929606417555e-05 7.6938224078080107e-05 leaf_weight=3.3807329547125837 14.503572797696508 13.953880141874832 40.840633161766164 leaf_count=68 1415 240 757 internal_value=0 -7.24256e-05 5.2071e-05 internal_weight=0 28.4575 44.2214 internal_count=2480 1655 825 is_linear=0 shrinkage=0.000400217 Tree=7283 num_leaves=4 num_cat=0 split_feature=52 159 49 split_gain=3.05703 1.70818 0.0578902 threshold=-0.24861499999999997 0.091305000000000011 -0.067339999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015144905342542094 4.5969867439675841e-05 -0.00017514167106847929 -0.00041365518044389298 leaf_weight=0.32466940872836891 65.114812431649625 6.0115638951647261 2.4894991458295399 leaf_count=12 1893 285 259 internal_value=0 2.70357e-05 -0.000390357 internal_weight=0 71.1264 2.81417 internal_count=2449 2178 271 is_linear=0 shrinkage=0.000400217 Tree=7284 num_leaves=4 num_cat=0 split_feature=49 52 4 split_gain=1.40403 2.54288 1.03643 threshold=0.11012500000000001 0.12566500000000003 -0.39518999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030575159823898813 0.025069749418613996 -0.015624274414358735 0.0043691906465512971 leaf_weight=57.382149230246796 1.1424714326858518 4.7886885153247922 5.5008205117483149 leaf_count=1981 2 292 187 internal_value=0 -0.00151162 0.00828567 internal_weight=0 62.1708 6.64329 internal_count=2462 2273 189 is_linear=0 shrinkage=0.0204111 Tree=7285 num_leaves=4 num_cat=0 split_feature=12 0 132 split_gain=1.92548 2.55275 1.81489 threshold=0.079570000000000016 -0.061684999999999997 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026563562914608684 -0.0073728961656666309 0.004089718289735019 0.017380749027269309 leaf_weight=36.019049509508477 19.165353808855798 13.857286475205909 3.7586271678301264 leaf_count=590 1553 261 81 internal_value=0 -0.00256527 0.00409256 internal_weight=0 33.0226 39.7777 internal_count=2485 1814 671 is_linear=0 shrinkage=0.0204111 Tree=7286 num_leaves=3 num_cat=0 split_feature=156 15 split_gain=1.56446 1.52058 threshold=-1.0000000180025095e-35 -0.46714499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019796286787196395 0.018650552994955161 0.0012068537876957345 leaf_weight=1.3233597412936422 2.034737266105366 70.10250222144532 leaf_count=134 95 2235 internal_value=0 0.00172702 internal_weight=0 72.1372 internal_count=2464 2330 is_linear=0 shrinkage=0.0204111 Tree=7287 num_leaves=4 num_cat=0 split_feature=4 14 150 split_gain=1.75005 2.22451 1.38572 threshold=0.28064000000000006 -0.23083499999999998 0.086730000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053998579839653453 7.8616547481733757e-05 4.1569514729261072e-06 0.00040274398778625579 leaf_weight=1.116083520289975 7.7449235079402552 59.82019759697323 2.834259152674349 leaf_count=28 202 2173 61 internal_value=0 -6.78144e-06 0.000168762 internal_weight=0 60.9363 10.5792 internal_count=2464 2201 263 is_linear=0 shrinkage=0.000400217 Tree=7288 num_leaves=3 num_cat=0 split_feature=0 2 split_gain=1.97045 1.56746 threshold=0.37339500000000009 0.14753000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001714214228705794 -0.024929636476024197 0.015737828592005308 leaf_weight=66.362655841404376 1.1503274329006661 2.6971889010201258 leaf_count=2375 9 107 internal_value=0 0.000803871 internal_weight=0 69.0598 internal_count=2491 2482 is_linear=0 shrinkage=0.0204111 Tree=7289 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=2.2543 2.05352 1.29832 threshold=-0.25061999999999995 -0.19301999999999997 0.11235500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034120324433401916 -0.00043206510116889751 1.2010944142395247e-05 -0.00011519543000578444 leaf_weight=4.9347107861649411 1.6010915125370946 63.19768013364137 1.1852736006403572 leaf_count=187 56 2199 20 internal_value=0 3.12051e-07 0.00025233 internal_weight=0 64.7988 6.11998 internal_count=2462 2255 207 is_linear=0 shrinkage=0.000400217 Tree=7290 num_leaves=4 num_cat=0 split_feature=41 2 11 split_gain=1.98759 1.61613 0.800435 threshold=0.079885000000000025 -0.14337999999999998 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017497331170443834 -0.0058279914329247076 0.00084917197019687544 -0.024592776946584079 leaf_weight=2.4164711046905714 2.6412431563985583 62.421780286847024 1.4564073867222758 leaf_count=55 86 2333 22 internal_value=0 0.00149873 -0.0129742 internal_weight=0 64.8383 4.09765 internal_count=2496 2388 108 is_linear=0 shrinkage=0.0204111 Tree=7291 num_leaves=4 num_cat=0 split_feature=43 43 43 split_gain=2.23981 2.47968 1.86153 threshold=-0.074459999999999985 -0.00051499999999999994 -0.07581499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038947933343064355 -0.017017653813830514 -0.00079209476171057886 0.028073969111151363 leaf_weight=23.390187230575979 4.2194641515688991 41.862189475597006 1.2999135484860733 leaf_count=956 608 886 19 internal_value=0 -0.00231543 0.0052888 internal_weight=0 46.0817 24.6901 internal_count=2469 1494 975 is_linear=0 shrinkage=0.0204111 Tree=7292 num_leaves=3 num_cat=0 split_feature=4 12 split_gain=1.81211 2.13798 threshold=0.51087000000000005 0.09864500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00050434192238421203 0.019793069876194412 -0.011020412604626925 leaf_weight=61.278857002153018 1.7236148937772657 7.417161492975537 leaf_count=2015 114 358 internal_value=0 -0.000755903 internal_weight=0 68.696 internal_count=2487 2373 is_linear=0 shrinkage=0.0204111 Tree=7293 num_leaves=4 num_cat=0 split_feature=484 1444 52 split_gain=1.71036 1.34715 0.294607 threshold=0.097280000000000019 -0.084274999999999989 -0.068879999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01913198807085191 -0.030363976321980082 7.25343198299129e-05 -0.0085284731315355914 leaf_weight=1.4694835312111525 0.72315178939970792 67.064700186914706 0.5426185720380079 leaf_count=25 37 2298 91 internal_value=0 0.000511739 -0.0224572 internal_weight=0 68.5342 1.26577 internal_count=2451 2323 128 is_linear=0 shrinkage=0.0204111 Tree=7294 num_leaves=4 num_cat=0 split_feature=42 1 150 split_gain=2.55994 3.99105 2.29352 threshold=0.077855000000000021 0.12796000000000002 0.081245000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095813091609621925 -0.010142420988130941 0.021331928898659834 0.008911120920169744 leaf_weight=37.881210136039954 17.340775116705121 1.7520931468170591 13.117857748617096 leaf_count=1097 1138 64 161 internal_value=0 -0.00714659 0.00159437 internal_weight=0 19.0929 50.9991 internal_count=2460 1202 1258 is_linear=0 shrinkage=0.0204111 Tree=7295 num_leaves=4 num_cat=0 split_feature=15 155 50 split_gain=1.65659 1.92662 1.17932 threshold=-0.25061999999999995 0.083985000000000018 0.11235500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015973946442642457 0.00078348818776539583 -0.020570437738532388 -0.0068967238494014637 leaf_weight=4.637861527829954 65.201734355914596 1.6970464316864298 1.102602176077198 leaf_count=181 2143 163 21 internal_value=0 0.000208329 0.0115331 internal_weight=0 66.8988 5.74046 internal_count=2508 2306 202 is_linear=0 shrinkage=0.0204111 Tree=7296 num_leaves=4 num_cat=0 split_feature=15 1 43 split_gain=1.6692 3.21113 2.78395 threshold=-0.032264999999999995 0.077845000000000011 -0.084004999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002593701911502144 0.00010211569499175376 0.0001027678041272268 -0.00014289749452383295 leaf_weight=4.3230127946699204 11.063396116245711 34.032834921085851 22.101957092926568 leaf_count=467 346 633 1035 internal_value=0 6.13158e-05 -6.10967e-05 internal_weight=0 38.3558 33.1654 internal_count=2481 1100 1381 is_linear=0 shrinkage=0.000400217 Tree=7297 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=2.09938 2.33298 2.32329 threshold=0.10098000000000001 0.10681000000000002 -0.12584499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065097700853460954 0.0078688408547832843 -0.0040681969826419327 -0.0062003524027532467 leaf_weight=7.1648851027457559 17.331498803978324 11.110866019516832 34.16375763173528 leaf_count=198 419 189 1655 internal_value=0 0.00320803 -0.00398524 internal_weight=0 28.4424 41.3286 internal_count=2461 608 1853 is_linear=0 shrinkage=0.0204111 Tree=7298 num_leaves=3 num_cat=0 split_feature=47 46 split_gain=2.18921 2.1255 threshold=0.13148500000000005 0.084955000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00021606587248507579 -0.017709976216237353 -0.027133331292697609 leaf_weight=64.762663144702856 3.0350637827177698 1.0939018743229088 leaf_count=2366 51 26 internal_value=0 -0.0002835 internal_weight=0 65.8566 internal_count=2443 2392 is_linear=0 shrinkage=0.0204111 Tree=7299 num_leaves=4 num_cat=0 split_feature=43 15 15 split_gain=1.8035 2.87389 1.71556 threshold=0.095890000000000017 0.084050000000000014 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0848690583336377e-05 -0.00016625915238316515 -0.00029643378542901027 0.00030395151712180431 leaf_weight=60.631164609038933 1.5260183595810302 5.188854609520603 5.398110013222321 leaf_count=1487 124 752 109 internal_value=0 -1.38379e-05 0.000199324 internal_weight=0 65.82 6.92413 internal_count=2472 2239 233 is_linear=0 shrinkage=0.000400217 Tree=7300 num_leaves=4 num_cat=0 split_feature=48 16 16 split_gain=2.23229 2.51806 1.92507 threshold=-0.032929999999999994 -0.19187499999999999 -0.066264999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02062993868210115 -0.009662568528236137 0.00034840937098939637 -0.0012080854159913972 leaf_weight=3.5090436924947426 13.350401195948505 47.021597099934297 3.1181324673671034 leaf_count=59 305 2040 93 internal_value=0 -0.00187916 0.0105056 internal_weight=0 60.372 6.62718 internal_count=2497 2345 152 is_linear=0 shrinkage=0.0204111 Tree=7301 num_leaves=4 num_cat=0 split_feature=2 2 31 split_gain=2.13535 7.6218 2.82716 threshold=0.084025000000000016 0.084045000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020970029353930764 0.06892076865510148 -0.00024227778437634707 -0.01009418172646071 leaf_weight=1.2199017445163924 0.56070939917117257 50.287312144726457 15.538719482090528 leaf_count=64 3 1751 634 internal_value=0 0.000670149 -0.00770877 internal_weight=0 50.848 16.7586 internal_count=2452 1754 698 is_linear=0 shrinkage=0.0204111 Tree=7302 num_leaves=4 num_cat=0 split_feature=123 43 2 split_gain=1.87989 1.83826 1.72345 threshold=1.0000000180025095e-35 0.053180000000000012 0.096080000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4466198392669672e-05 -9.5583665489564005e-05 0.00011791180593528169 0.00034284388323998051 leaf_weight=51.775303123747108 2.1118108377704621 10.566626040988011 4.1216329210437834 leaf_count=1935 93 334 122 internal_value=0 -3.33981e-05 0.000195245 internal_weight=0 62.3419 6.23344 internal_count=2484 2269 215 is_linear=0 shrinkage=0.000400217 Tree=7303 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=2.03529 3.40956 2.27722 threshold=0.084045000000000022 -0.14917999999999998 -0.015259999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018252145652550969 0.00025262485059928655 -0.00016386965071729599 -1.9494700286876034e-05 leaf_weight=12.36353598115238 3.5740977607783888 21.799309964778331 31.453718849232246 leaf_count=311 42 1612 506 internal_value=0 -0.00010435 3.78264e-05 internal_weight=0 25.3734 43.8173 internal_count=2471 1654 817 is_linear=0 shrinkage=0.000400217 Tree=7304 num_leaves=3 num_cat=0 split_feature=52 151 split_gain=1.53315 1.5387 threshold=-0.51498499999999992 -0.52082499999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038065585527513498 -0.00040890183632677398 4.0078048460778648e-05 leaf_weight=1.3559944018088561 1.1323928509737005 71.839487811807885 leaf_count=179 39 2281 internal_value=0 3.24949e-05 internal_weight=0 72.9719 internal_count=2499 2320 is_linear=0 shrinkage=0.000400217 Tree=7305 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=1.44222 2.42137 threshold=0.16946000000000003 0.13693500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00085654519214821239 0.021366579301344051 -0.02185100926222816 leaf_weight=69.708162020441705 1.2575091736798629 1.9008173150359642 leaf_count=2423 20 27 internal_value=0 0.000220615 internal_weight=0 71.609 internal_count=2470 2450 is_linear=0 shrinkage=0.0204111 Tree=7306 num_leaves=4 num_cat=0 split_feature=3 43 0 split_gain=1.65684 1.8282 1.1659 threshold=0.18307500000000002 -0.074459999999999985 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5992254593988442e-05 2.7532337421435847e-05 -4.8612335133713595e-05 0.00045599880967041063 leaf_weight=26.160475122149364 1.8653218899598867 41.886553833374819 2.1663523632305433 leaf_count=964 52 1396 66 internal_value=0 3.19225e-06 0.000263862 internal_weight=0 68.047 4.03167 internal_count=2478 2360 118 is_linear=0 shrinkage=0.000400217 Tree=7307 num_leaves=4 num_cat=0 split_feature=50 12 41 split_gain=1.80615 2.59386 1.8649 threshold=0.083090000000000011 -1.0000000180025095e-35 0.07831500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030671648148996081 0.01222472146266982 -0.017559712649796864 -0.010391618340794476 leaf_weight=62.576935037123803 1.5864754997601265 4.3391086025021641 4.4955371104733777 leaf_count=1911 36 443 112 internal_value=0 -0.00950661 0.00214927 internal_weight=0 5.92558 67.0725 internal_count=2502 479 2023 is_linear=0 shrinkage=0.0204111 Tree=7308 num_leaves=4 num_cat=0 split_feature=457 15 43 split_gain=1.73172 2.52944 1.95351 threshold=0.080930000000000016 -0.039984999999999993 -0.074459999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.4821024556577359e-05 0.0002813738554379753 -0.00011489814022742163 -6.1579412899569192e-05 leaf_weight=23.60392623952157 8.3052860413154104 3.6464689285021441 37.865449599754356 leaf_count=876 102 101 1384 internal_value=0 0.000160527 -5.31038e-06 internal_weight=0 11.9518 61.4694 internal_count=2463 203 2260 is_linear=0 shrinkage=0.000400217 Tree=7309 num_leaves=4 num_cat=0 split_feature=12 42 48 split_gain=2.34052 3.83587 2.63196 threshold=0.084045000000000022 0.08401500000000002 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00080657977464451301 0.014628852927326245 0.020388505509637164 -0.0071896718190756215 leaf_weight=36.796681525818713 2.4671798527415403 4.5895090497688207 21.936279206758627 leaf_count=641 56 185 1601 internal_value=0 0.00302726 -0.00492709 internal_weight=0 41.3862 24.4035 internal_count=2483 826 1657 is_linear=0 shrinkage=0.0204111 Tree=7310 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=2.3535 2.58586 1.64662 threshold=-0.049149999999999992 -0.0059799999999999992 -0.088284999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.1412569291259872e-05 -0.016530709399482656 -0.0011507481434397389 0.010325479683043258 leaf_weight=14.140766086930855 5.0245610757538079 40.380631170774905 11.959427573983701 leaf_count=537 218 1506 219 internal_value=0 -0.00288918 0.00478855 internal_weight=0 45.4052 26.1002 internal_count=2480 1724 756 is_linear=0 shrinkage=0.0204111 Tree=7311 num_leaves=3 num_cat=0 split_feature=1373 51 split_gain=1.67083 1.75717 threshold=0.09586500000000002 0.084970000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1543271558376555e-05 -0.0004486522499741782 0.00013316590597396257 leaf_weight=58.918073552515125 1.1866961626074033 14.572952914777487 leaf_count=2112 19 360 internal_value=0 9.2908e-06 internal_weight=0 73.491 internal_count=2491 2472 is_linear=0 shrinkage=0.000400217 Tree=7312 num_leaves=3 num_cat=0 split_feature=1456 156 split_gain=1.57587 1.68191 threshold=-1.0000000180025095e-35 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01985814245044434 0.0019569655752993674 -0.011857251323924199 leaf_weight=1.4012731400980545 66.331437947324957 3.7755832223310781 leaf_count=224 2055 200 internal_value=0 0.00119529 internal_weight=0 70.107 internal_count=2479 2255 is_linear=0 shrinkage=0.0204111 Tree=7313 num_leaves=4 num_cat=0 split_feature=43 1 42 split_gain=1.7812 1.64102 1.02552 threshold=0.14198000000000002 1.0000000180025095e-35 0.087535000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0058403943908078449 0.01915241067278721 0.0011849770315426815 -0.0030054975717380885 leaf_weight=19.335237251086255 2.9151563004425034 48.051149014525436 1.1827745281916575 leaf_count=1157 133 1143 54 internal_value=0 -0.000837163 0.0128472 internal_weight=0 67.3864 4.09793 internal_count=2487 2300 187 is_linear=0 shrinkage=0.0204111 Tree=7314 num_leaves=4 num_cat=0 split_feature=1213 1374 0 split_gain=2.12595 1.85016 0.771383 threshold=-1.0000000180025095e-35 0.089935000000000015 -0.16132499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014341426614440256 0.0024113499258774504 -0.017707298297610988 -0.021235332998513934 leaf_weight=0.20804159343242679 65.044643946182987 1.8506802418851283 2.1251889776776798 leaf_count=1 2093 42 381 internal_value=0 0.0018261 -0.0175517 internal_weight=0 66.8953 2.33323 internal_count=2517 2135 382 is_linear=0 shrinkage=0.0204111 Tree=7315 num_leaves=4 num_cat=0 split_feature=133 128 1 split_gain=1.76089 1.56782 1.34067 threshold=0.10637000000000002 1.0000000180025095e-35 0.10124500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010872703207126643 -0.025390075954717595 -0.018638008384742777 0.0097767352234706777 leaf_weight=70.682116533350381 1.7544615676288224 1.6076576404857394 0.5290174570691305 leaf_count=2015 308 150 37 internal_value=0 0.000620453 -0.0171668 internal_weight=0 72.2898 2.28348 internal_count=2510 2165 345 is_linear=0 shrinkage=0.0204111 Tree=7316 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=1.64428 1.72118 threshold=0.099250000000000019 -0.23025999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0082417052231615849 -0.022879860482383312 -0.00087963525382344959 leaf_weight=9.9696769920774369 1.1705010514415324 59.295699368086389 leaf_count=87 20 2390 internal_value=0 0.000444423 internal_weight=0 69.2654 internal_count=2497 2477 is_linear=0 shrinkage=0.0204111 Tree=7317 num_leaves=4 num_cat=0 split_feature=4 12 40 split_gain=2.57169 1.7552 1.2801 threshold=-0.49367499999999992 0.11610500000000001 -0.012109999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027547153755506453 0.0019981371446939965 -0.014855060609858113 -0.024250079580040985 leaf_weight=0.99852550914511118 65.608286520560796 2.5682699816316008 2.4200647448597001 leaf_count=18 2215 119 115 internal_value=0 0.00133995 -0.0165251 internal_weight=0 68.1766 3.41859 internal_count=2467 2334 133 is_linear=0 shrinkage=0.0204111 Tree=7318 num_leaves=4 num_cat=0 split_feature=4 4 11 split_gain=2.19028 3.44533 2.85817 threshold=-0.0016099999999999997 0.0036700000000000005 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2599525187732915e-05 -0.00042573335234736203 -2.3824059786482508e-05 -0.00044156788574263258 leaf_weight=37.067803911791088 3.7430360197904511 30.173650066427399 1.5669176074425184 leaf_count=1512 103 744 99 internal_value=0 -6.94335e-05 6.97218e-05 internal_weight=0 33.9167 38.6347 internal_count=2458 847 1611 is_linear=0 shrinkage=0.000400217 Tree=7319 num_leaves=4 num_cat=0 split_feature=52 52 51 split_gain=1.48304 2.98629 2.12536 threshold=-0.08130999999999998 -0.088284999999999988 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6595196856934754e-06 -0.0003030113911562053 0.00036391914835268234 -7.2990273868295942e-06 leaf_weight=14.086151418092415 4.1138164433614284 4.9186459577649648 49.51831753933584 leaf_count=520 158 85 1700 internal_value=0 9.92267e-05 -3.05655e-05 internal_weight=0 19.0048 53.6321 internal_count=2463 605 1858 is_linear=0 shrinkage=0.000400217 Tree=7320 num_leaves=4 num_cat=0 split_feature=3 0 48 split_gain=1.48052 2.70619 1.97064 threshold=-0.12077499999999998 -0.10566999999999999 -0.064549999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021964136905826864 0.0028840888912002364 -0.0062198684154161693 0.0023270693112841657 leaf_weight=2.4112173913745236 27.330780982476426 26.874884192056925 13.865814991811019 leaf_count=24 360 1831 237 internal_value=0 -0.00163312 0.00536621 internal_weight=0 54.2057 16.277 internal_count=2452 2191 261 is_linear=0 shrinkage=0.0204111 Tree=7321 num_leaves=4 num_cat=0 split_feature=12 12 50 split_gain=2.13685 2.53368 2.0074 threshold=0.090455000000000021 0.084045000000000022 0.10647500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076463630278199811 0.0066068721944799779 -0.014514120187030672 -0.020327290728318466 leaf_weight=42.434718488722865 20.480211517756292 6.3202367332542044 1.1137324647979756 leaf_count=821 754 792 125 internal_value=0 -0.00257619 0.00512002 internal_weight=0 48.755 21.5939 internal_count=2492 1613 879 is_linear=0 shrinkage=0.0204111 Tree=7322 num_leaves=4 num_cat=0 split_feature=52 52 39 split_gain=1.90886 1.66002 0.775218 threshold=-0.24526499999999998 -0.081449999999999981 0.15438500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018434420234979536 0.0069230903209555996 -0.0012983273543245874 0.0063676156832175104 leaf_weight=3.1426450242925053 12.536644328837609 53.440433131938335 0.56810162030160416 leaf_count=277 306 1875 4 internal_value=0 0.000272949 -0.014562 internal_weight=0 65.9771 3.71075 internal_count=2462 2181 281 is_linear=0 shrinkage=0.0204111 Tree=7323 num_leaves=4 num_cat=0 split_feature=11 43 43 split_gain=1.54709 2.03274 0.409325 threshold=0.089270000000000002 -0.083814999999999987 -0.087374999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061135395820027024 -0.020550438849758601 -0.001706363652752316 -0.0058459372738842068 leaf_weight=19.112029835931025 1.6430766987941754 49.422132152379163 1.6585957686229438 leaf_count=601 28 1780 58 internal_value=0 0.000480777 -0.0135977 internal_weight=0 68.5342 3.30167 internal_count=2467 2381 86 is_linear=0 shrinkage=0.0204111 Tree=7324 num_leaves=3 num_cat=0 split_feature=1375 1456 split_gain=2.66935 1.77136 threshold=-0.43429999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060417426286751678 -0.00039852839701085485 4.548790726274531e-06 leaf_weight=1.1030305757740269 1.6803402291116061 67.97996984393194 leaf_count=11 230 2243 internal_value=0 -5.79814e-06 internal_weight=0 69.6603 internal_count=2484 2473 is_linear=0 shrinkage=0.000400217 Tree=7325 num_leaves=4 num_cat=0 split_feature=51 1444 40 split_gain=1.82785 1.53552 1.18611 threshold=-0.10998999999999999 -0.084274999999999989 0.051255000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034515282850405658 0.00043559162743603519 2.1970848564726212e-05 0.00021705970518702498 leaf_weight=3.2362938477090206 1.3583150994818414 65.899046731019553 0.65217178175225843 leaf_count=229 25 2192 9 internal_value=0 3.10343e-05 -0.000247423 internal_weight=0 67.2574 3.88847 internal_count=2455 2217 238 is_linear=0 shrinkage=0.000400217 Tree=7326 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=2.08327 3.06402 2.42421 threshold=0.099515000000000006 0.11379500000000002 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066359349488911978 0.0092977981715882656 -0.020813435855698836 -0.0028186463803669304 leaf_weight=36.947064248870447 18.264798905664069 3.3253342121743108 10.92795611155452 leaf_count=1528 462 288 192 internal_value=0 -0.00238048 0.00476871 internal_weight=0 40.2724 29.1928 internal_count=2470 1816 654 is_linear=0 shrinkage=0.0204111 Tree=7327 num_leaves=3 num_cat=0 split_feature=0 1210 split_gain=1.87975 1.56485 threshold=0.15425000000000003 -0.08107499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043278708023641307 -0.00026379427229764117 4.3001039531624451e-05 leaf_weight=1.0140171715174791 3.4225833810050963 68.658539842679602 leaf_count=111 42 2343 internal_value=0 3.53931e-05 internal_weight=0 69.6726 internal_count=2496 2454 is_linear=0 shrinkage=0.000400217 Tree=7328 num_leaves=4 num_cat=0 split_feature=43 16 15 split_gain=1.93054 3.77475 1.73403 threshold=-0.063379999999999978 0.22564000000000003 0.084020000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014522244355535039 -0.0016211242857048544 -0.023590777924494793 0.016370237725624619 leaf_weight=22.539150869289191 41.777379012164602 3.4240347667491724 3.6860885295609469 leaf_count=852 1198 173 256 internal_value=0 -0.00333952 0.00360971 internal_weight=0 45.2014 26.2252 internal_count=2479 1371 1108 is_linear=0 shrinkage=0.0204111 Tree=7329 num_leaves=4 num_cat=0 split_feature=15 484 15 split_gain=1.4767 1.57567 0.0490655 threshold=-0.46714499999999998 -0.0068949999999999992 -0.47612499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038033349959310913 -0.00023762317743913572 6.4422529100310656e-06 0.00020897375213030375 leaf_weight=1.176440160663333 4.4096854556737517 67.198648368544127 1.088520822871941 leaf_count=68 411 1990 28 internal_value=0 -8.93495e-06 0.000311703 internal_weight=0 71.6083 2.26496 internal_count=2497 2401 96 is_linear=0 shrinkage=0.000400217 Tree=7330 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=2.05128 4.8961 2.05216 threshold=0.095890000000000017 0.084965000000000013 0.092340000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2913444981007552e-06 0.00033811750662606795 -0.0006892882886326817 -0.00016245322222834939 leaf_weight=65.565616026935459 5.1183471319209266 1.5697484337724734 1.6750854428973978 leaf_count=2217 175 18 65 internal_value=0 -1.49998e-05 0.000214057 internal_weight=0 67.1354 6.79343 internal_count=2475 2235 240 is_linear=0 shrinkage=0.000400217 Tree=7331 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=2.42137 1.65732 threshold=-0.5356749999999999 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024105335658797803 0.0032695849301932968 -0.0033042713457055949 leaf_weight=1.5615164635819372 41.545123052277631 25.809387007103851 leaf_count=20 792 1637 internal_value=0 0.000749264 internal_weight=0 67.3545 internal_count=2449 2429 is_linear=0 shrinkage=0.0204111 Tree=7332 num_leaves=4 num_cat=0 split_feature=156 11 12 split_gain=1.70356 1.98239 1.59892 threshold=0.091255000000000017 0.081365000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016242076847035867 0.016932345259197717 -0.011442310029895738 -0.01977338299150291 leaf_weight=64.091929174072447 0.50280382142227642 5.1197957852382379 2.884064810585186 leaf_count=2160 28 104 190 internal_value=0 0.000640719 -0.0139567 internal_weight=0 69.2117 3.38687 internal_count=2482 2264 218 is_linear=0 shrinkage=0.0204111 Tree=7333 num_leaves=4 num_cat=0 split_feature=457 38 49 split_gain=1.85225 1.8272 1.33176 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031377942261090789 6.4994301401116597e-05 -0.00026862213921236797 6.4150831882201539e-05 leaf_weight=3.9203207659302279 64.560944049591853 2.6319415129910331 2.3198273794841944 leaf_count=156 2212 44 53 internal_value=0 5.15014e-05 -0.000174626 internal_weight=0 67.1929 6.24015 internal_count=2465 2256 209 is_linear=0 shrinkage=0.000400217 Tree=7334 num_leaves=3 num_cat=0 split_feature=1444 31 split_gain=1.52323 1.54827 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019062776552210104 0.020857938566322922 -0.0016231135269851777 leaf_weight=1.4701415922463628 1.1894225793184876 66.904049843255052 leaf_count=28 70 2372 internal_value=0 -0.00119683 internal_weight=0 68.0935 internal_count=2470 2442 is_linear=0 shrinkage=0.0204111 Tree=7335 num_leaves=4 num_cat=0 split_feature=43 43 4 split_gain=2.02534 1.7196 0.131799 threshold=0.2506000000000001 0.14824000000000001 0.25694000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0837865173783814e-05 -0.00052420411717720122 0.00034043374234492242 -0.00016824897448976348 leaf_weight=67.752595413832751 1.0062001499263704 2.5224875321873688 0.36202688375487913 leaf_count=2288 132 41 15 internal_value=0 2.31913e-05 -0.000449871 internal_weight=0 70.2751 1.36823 internal_count=2476 2329 147 is_linear=0 shrinkage=0.000400217 Tree=7336 num_leaves=3 num_cat=0 split_feature=376 48 split_gain=1.9942 2.13583 threshold=0.088470000000000007 0.12737000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00076507522090884844 0.018456560807292261 -0.015216596700529932 leaf_weight=65.68642995334676 2.3930542108209911 3.566625038410165 leaf_count=2378 50 58 internal_value=0 -8.1236e-05 internal_weight=0 69.2531 internal_count=2486 2436 is_linear=0 shrinkage=0.0204111 Tree=7337 num_leaves=4 num_cat=0 split_feature=484 52 123 split_gain=2.15157 1.81802 1.3352 threshold=-0.0068949999999999992 -0.031059999999999997 0.088205000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033396097880092129 0.00010793673982720962 -2.9231448525690643e-05 0.00033313606948120539 leaf_weight=4.0540416956391701 24.598813017016255 41.326652715092678 0.45267030643299211 leaf_count=407 618 1425 10 internal_value=0 2.20464e-05 -0.000260504 internal_weight=0 65.9255 4.50671 internal_count=2460 2043 417 is_linear=0 shrinkage=0.000400217 Tree=7338 num_leaves=4 num_cat=0 split_feature=481 3 483 split_gain=1.87678 1.66139 0.232917 threshold=-1.0000000180025095e-35 -0.10072999999999999 0.106785 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021772302475686039 0.0059540773430985907 -0.0011728443622403054 -0.0031278022313814069 leaf_weight=1.6330881897920329 19.060492488337331 47.021640546981871 0.38183764390487329 leaf_count=251 303 1885 29 internal_value=0 0.000889413 -0.0185897 internal_weight=0 66.0821 2.01493 internal_count=2468 2188 280 is_linear=0 shrinkage=0.0204111 Tree=7339 num_leaves=4 num_cat=0 split_feature=484 40 151 split_gain=1.79999 1.7145 1.70241 threshold=-0.0068949999999999992 -0.0095299999999999985 -0.51118499999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010998846633533161 -0.021200477230173299 -0.019038067650193325 0.0019502093998345843 leaf_weight=0.95424486586125556 1.2389099849660841 3.2491260781534939 65.908283935260897 leaf_count=16 40 381 2071 internal_value=0 -0.0121107 0.00148848 internal_weight=0 4.20337 67.1472 internal_count=2508 397 2111 is_linear=0 shrinkage=0.0204111 Tree=7340 num_leaves=3 num_cat=0 split_feature=376 44 split_gain=2.10853 2.0018 threshold=0.088055000000000008 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00074913995786117179 0.019416131729663954 -0.019832320773806748 leaf_weight=64.752619592792144 2.3351020007612524 1.9184584499453183 leaf_count=2387 54 51 internal_value=0 0.000124651 internal_weight=0 66.6711 internal_count=2492 2438 is_linear=0 shrinkage=0.0204111 Tree=7341 num_leaves=4 num_cat=0 split_feature=1 49 51 split_gain=2.94378 2.91612 1.18712 threshold=0.12796000000000002 -0.088729999999999989 0.14431500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030312339013612992 0.00032406429434342848 -4.7960750335498015e-06 -7.0825067469718343e-05 leaf_weight=5.6752592536504372 5.4971260572601741 56.391192658868022 1.5127089853049254 leaf_count=112 183 2132 24 internal_value=0 -3.25714e-05 0.000239074 internal_weight=0 62.0665 7.00984 internal_count=2451 2244 207 is_linear=0 shrinkage=0.000400217 Tree=7342 num_leaves=4 num_cat=0 split_feature=1 12 15 split_gain=1.81345 2.42766 0.948041 threshold=0.13662500000000002 0.12477500000000001 -0.071019999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4093769714430008e-05 0.00040993376896393031 -0.00054742376290639312 3.9512597132479731e-05 leaf_weight=64.378008853299434 2.277288263238006 1.2849651677961436 2.1107182476116568 leaf_count=2263 94 62 31 internal_value=0 -2.54447e-05 0.00023717 internal_weight=0 65.663 4.38801 internal_count=2450 2325 125 is_linear=0 shrinkage=0.000400217 Tree=7343 num_leaves=4 num_cat=0 split_feature=52 1365 12 split_gain=2.19792 1.91332 0.538023 threshold=-0.29521499999999995 0.084635000000000016 -0.070844999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011366351837965104 0.00080796021760714003 -0.020662582158887378 -0.021218460698271123 leaf_weight=0.16187256213743273 63.892758323504495 1.665209792627137 2.3725615501480197 leaf_count=4 2156 40 259 internal_value=0 0.000228296 -0.0187444 internal_weight=0 65.558 2.53443 internal_count=2459 2196 263 is_linear=0 shrinkage=0.0204111 Tree=7344 num_leaves=4 num_cat=0 split_feature=51 48 16 split_gain=2.0597 2.90122 1.8645 threshold=0.11893500000000001 0.12230500000000001 -0.061784999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8221723994559703e-06 0.00038474359981301246 -0.00044020340604994292 -6.2557430460393233e-05 leaf_weight=60.224774622789482 3.7955759790829688 2.4809065972985982 2.3703459613479927 leaf_count=2282 69 46 80 internal_value=0 -2.56832e-05 0.00021474 internal_weight=0 62.7057 6.16592 internal_count=2477 2328 149 is_linear=0 shrinkage=0.000400217 Tree=7345 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=2.40795 3.21359 2.56354 threshold=-0.10674499999999999 -0.084074999999999997 0.11218000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017335860819357303 -0.00025220233979884069 2.2287729774315453e-05 -7.846793722336049e-05 leaf_weight=24.286464580611209 8.7335380698059435 29.942310581494894 8.7390257923725567 leaf_count=292 706 1282 143 internal_value=0 -4.0245e-05 0.000106682 internal_weight=0 38.6758 33.0255 internal_count=2423 1988 435 is_linear=0 shrinkage=0.000400217 Tree=7346 num_leaves=3 num_cat=0 split_feature=2 484 split_gain=2.31872 2.07524 threshold=-0.14169499999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036130318471016659 -0.00028812556814624904 1.7432419526488176e-05 leaf_weight=2.8592393582803188 3.6664299675649081 61.533468806419478 leaf_count=64 396 1990 internal_value=0 -2.14721e-07 internal_weight=0 65.1999 internal_count=2450 2386 is_linear=0 shrinkage=0.000400217 Tree=7347 num_leaves=3 num_cat=0 split_feature=12 1210 split_gain=1.72088 1.51962 threshold=0.12477500000000001 -0.08107499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043047067800329702 -0.00036557537335852279 3.6758617139014238e-05 leaf_weight=1.0215714924270276 1.700997460747202 69.671342379959242 leaf_count=110 75 2290 internal_value=0 2.93367e-05 internal_weight=0 70.6929 internal_count=2475 2400 is_linear=0 shrinkage=0.000400217 Tree=7348 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=1.45051 2.74386 1.53107 threshold=-0.09194999999999999 -0.062574999999999978 -0.5356749999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020475497520764207 -0.00023288194980563718 1.0097123059716724e-05 0.00015473154590303677 leaf_weight=2.0924096152884912 8.7581697625309953 46.255500026393747 14.053391370489406 leaf_count=27 876 1280 328 internal_value=0 -2.89796e-05 0.000107055 internal_weight=0 55.0137 16.1458 internal_count=2511 2156 355 is_linear=0 shrinkage=0.000400217 Tree=7349 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=1.70819 1.63887 threshold=-1.0000000180025095e-35 0.10637000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020596423158688589 -0.00026907413817409999 -0.022742522661138718 leaf_weight=1.49171070056036 69.601172393349316 1.2667571313213546 leaf_count=20 2428 23 internal_value=0 -0.000706026 internal_weight=0 70.8679 internal_count=2471 2451 is_linear=0 shrinkage=0.0204111 Tree=7350 num_leaves=3 num_cat=0 split_feature=130 14 split_gain=1.40972 1.41453 threshold=-0.23984999999999998 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052339811486647051 4.458830321267128e-05 -0.00030908891926203006 leaf_weight=0.6184246746415728 70.340243429238399 1.748317182035861 leaf_count=14 2392 74 internal_value=0 3.55448e-05 internal_weight=0 72.0886 internal_count=2480 2466 is_linear=0 shrinkage=0.000400217 Tree=7351 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=1.53683 1.59584 threshold=-0.094929999999999987 -0.10566999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014844521061221578 0.0039723548976080512 -0.0022830600880578526 leaf_weight=2.7680035993107586 29.402828786411192 39.931028668870113 leaf_count=43 440 2009 internal_value=0 0.000371839 internal_weight=0 69.3339 internal_count=2492 2449 is_linear=0 shrinkage=0.0204111 Tree=7352 num_leaves=3 num_cat=0 split_feature=133 42 split_gain=1.52709 1.42468 threshold=-0.39935999999999994 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02569935661741167 -0.023491846264232411 0.00098729940320871237 leaf_weight=0.81710815459336927 0.89289255067706008 69.622789093315987 leaf_count=137 8 2329 internal_value=0 0.000640586 internal_weight=0 70.5157 internal_count=2474 2337 is_linear=0 shrinkage=0.0204111 Tree=7353 num_leaves=4 num_cat=0 split_feature=4 14 14 split_gain=1.84147 2.30877 1.84845 threshold=0.27772500000000006 -0.46596499999999991 -0.23083499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052551797106888565 -0.00020418251113137796 0.00025132320744161761 -1.5248937614256479e-05 leaf_weight=1.0481206753465802 2.1694502193204235 8.3134613448710279 57.992724280464699 leaf_count=26 42 222 2191 internal_value=0 0.000155894 -2.52851e-05 internal_weight=0 10.4829 59.0408 internal_count=2481 264 2217 is_linear=0 shrinkage=0.000400217 Tree=7354 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=2.02722 2.66455 threshold=-0.14169499999999999 0.073240000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017964130685195475 -0.0094987102067439818 0.00093182654863956842 leaf_weight=2.2900661618041331 12.611526406268238 51.435793989203376 leaf_count=56 523 1867 internal_value=0 -0.00113504 internal_weight=0 64.0473 internal_count=2446 2390 is_linear=0 shrinkage=0.0204111 Tree=7355 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=2.58765 1.84711 threshold=-0.094929999999999987 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037961590589387416 0.00034220494017103752 1.4246764579547287e-05 leaf_weight=2.4807506664365055 2.7540494314926027 68.756547333890012 leaf_count=39 45 2379 internal_value=0 2.73925e-05 internal_weight=0 71.5106 internal_count=2463 2424 is_linear=0 shrinkage=0.000400217 Tree=7356 num_leaves=4 num_cat=0 split_feature=457 150 150 split_gain=1.98605 2.15457 1.67494 threshold=0.092360000000000012 0.11235000000000002 0.12187000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.77049678966709e-06 -4.2463301827531721e-05 0.00043467059730518433 -0.000417565044835939 leaf_weight=62.851888162449541 2.7108122539721071 3.2751841721474193 1.519220043439417 leaf_count=2359 59 44 29 internal_value=0 0.000221784 -1.71739e-05 internal_weight=0 5.986 64.3711 internal_count=2491 103 2388 is_linear=0 shrinkage=0.000400217 Tree=7357 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=2.05692 3.78524 2.85433 threshold=0.099515000000000006 0.11439500000000001 0.10449500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1399363751572737e-05 0.00018585709257480646 0.00030395475889490313 -6.8521714216799489e-05 leaf_weight=37.58271979186884 18.029371945864117 4.2142086362582623 11.495388214185366 leaf_count=1802 431 24 198 internal_value=0 -5.08319e-05 8.69307e-05 internal_weight=0 41.7969 29.5248 internal_count=2455 1826 629 is_linear=0 shrinkage=0.000400217 Tree=7358 num_leaves=4 num_cat=0 split_feature=12 1 0 split_gain=1.67143 1.77175 1.72874 threshold=0.09857500000000001 0.13662500000000002 0.37339500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023142094010898583 -0.013489017663863165 0.016393952060690525 -0.023900436137099731 leaf_weight=59.096756741552781 7.1258580859989697 0.8374948588607366 1.1511751487851132 leaf_count=2064 346 33 10 internal_value=0 -0.0101625 -0.000273154 internal_weight=0 7.96335 60.2479 internal_count=2453 379 2074 is_linear=0 shrinkage=0.0204111 Tree=7359 num_leaves=4 num_cat=0 split_feature=43 42 0 split_gain=1.9015 2.71996 1.8479 threshold=-0.15786499999999998 0.077855000000000021 0.043560000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025803529916590602 0.00084032944991271419 -0.0090904942491349047 0.02303668699389963 leaf_weight=7.0331256525059853 42.505174637734854 15.626799250252587 2.3964326016139239 leaf_count=169 1111 1147 14 internal_value=0 -0.00184158 0.00798846 internal_weight=0 58.132 9.42956 internal_count=2441 2258 183 is_linear=0 shrinkage=0.0204111 Tree=7360 num_leaves=4 num_cat=0 split_feature=43 3 133 split_gain=1.73327 1.80815 1.61484 threshold=0.14198000000000002 -0.084024999999999975 -0.26719999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3310169168514526e-05 -0.00011411383256332875 -7.513451875565672e-05 0.00037015739499031343 leaf_weight=23.615218259124049 1.5489939364360905 41.5232738433142 3.3769856177605098 leaf_count=850 146 1441 49 internal_value=0 -2.49205e-05 0.000218725 internal_weight=0 65.1385 4.92598 internal_count=2486 2291 195 is_linear=0 shrinkage=0.000400217 Tree=7361 num_leaves=3 num_cat=0 split_feature=0 42 split_gain=1.79577 1.46808 threshold=0.37339500000000009 -0.40186499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045762316991610505 -0.00045995036652765446 3.8284548428889292e-05 leaf_weight=0.85793858595570682 1.099346819333731 69.81022912255321 leaf_count=8 11 2449 internal_value=0 3.15496e-05 internal_weight=0 70.6682 internal_count=2468 2457 is_linear=0 shrinkage=0.000400217 Tree=7362 num_leaves=4 num_cat=0 split_feature=156 159 159 split_gain=1.85261 2.16355 1.85158 threshold=0.090100000000000013 0.11792500000000002 0.11259000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1780524192350351e-05 -0.00038537560446372531 0.00029547723638078467 -0.00041088548520469234 leaf_weight=63.15967034141795 3.461734764895481 0.85632089147475188 1.4388923374463036 leaf_count=2141 198 29 101 internal_value=0 -0.000246299 2.12265e-05 internal_weight=0 4.31806 64.5986 internal_count=2469 227 2242 is_linear=0 shrinkage=0.000400217 Tree=7363 num_leaves=4 num_cat=0 split_feature=3 47 49 split_gain=2.28492 2.44348 2.06075 threshold=-0.097754999999999995 0.086380000000000012 -0.080744999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019044677539739086 -0.00010594703445917272 -0.01105717079989397 0.0024468819349802748 leaf_weight=3.6976320646936101 37.358884382497308 10.87268218153258 17.383942791098889 leaf_count=31 1802 275 344 internal_value=0 -0.00259454 0.00544331 internal_weight=0 48.2316 21.0816 internal_count=2452 2077 375 is_linear=0 shrinkage=0.0204111 Tree=7364 num_leaves=4 num_cat=0 split_feature=457 151 49 split_gain=2.41031 2.6745 1.75978 threshold=-0.0046349999999999994 0.056735000000000001 -0.0058449999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038899107103886635 5.0500126534412215e-05 -0.00026277607345629817 8.1871615832533151e-05 leaf_weight=3.9282702344353311 57.481355670046469 4.6118890804355024 1.8055399155418843 leaf_count=143 2195 70 46 internal_value=0 2.68009e-05 -0.000241991 internal_weight=0 62.0932 5.73381 internal_count=2454 2265 189 is_linear=0 shrinkage=0.000400217 Tree=7365 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=1.53189 2.0571 threshold=-0.52082499999999987 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041637451464796981 1.0459830421628847e-05 0.00020516602462341345 leaf_weight=1.0954403654504847 60.734140489070342 10.033701522217596 leaf_count=39 2193 263 internal_value=0 3.83464e-05 internal_weight=0 70.7678 internal_count=2495 2456 is_linear=0 shrinkage=0.000400217 Tree=7366 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.60185 1.87366 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01767001976350634 0.023512016560475375 0.000268466729616095 leaf_weight=1.9089082867722016 1.3645560207696679 67.477136733936277 leaf_count=25 35 2426 internal_value=0 0.000766623 internal_weight=0 68.8417 internal_count=2486 2461 is_linear=0 shrinkage=0.0204111 Tree=7367 num_leaves=4 num_cat=0 split_feature=47 42 16 split_gain=1.87179 2.12332 1.25367 threshold=0.10783500000000001 -0.0044549999999999998 -0.28154499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010753850239579362 -0.0019713794773428208 0.001704678569951143 0.01480237179011455 leaf_weight=6.2580411305348198 2.5227266827132553 54.017287812162067 6.6695126065933419 leaf_count=636 35 1672 108 internal_value=0 0.00039364 0.0102306 internal_weight=0 60.2753 9.19224 internal_count=2451 2308 143 is_linear=0 shrinkage=0.0204111 Tree=7368 num_leaves=3 num_cat=0 split_feature=2 43 split_gain=1.72467 1.57654 threshold=-0.14169499999999999 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032402151073746037 9.8058305476883686e-05 -2.7526856729886538e-05 leaf_weight=2.9679334220418232 24.963589926364875 44.197468921604923 leaf_count=71 931 1464 internal_value=0 1.78882e-05 internal_weight=0 69.1611 internal_count=2466 2395 is_linear=0 shrinkage=0.000400217 Tree=7369 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=1.55169 1.54284 threshold=-0.52412999999999987 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021797537281302626 -0.00068192961000834165 0.021184236855800315 leaf_weight=1.243240899813826 68.507200407155779 1.259244461369234 leaf_count=17 2441 22 internal_value=0 -0.000253946 internal_weight=0 69.7664 internal_count=2480 2463 is_linear=0 shrinkage=0.0204111 Tree=7370 num_leaves=4 num_cat=0 split_feature=1429 42 43 split_gain=1.79192 1.7661 0.273429 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.078324999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001143873488435444 -0.00014388070579071511 5.2553966542142888e-05 -0.00055608106732521218 leaf_weight=0.3851513694262394 8.1636288412792037 64.328549377066338 0.83586118866878567 leaf_count=48 666 1681 74 internal_value=0 3.02449e-05 -0.000438066 internal_weight=0 72.4922 1.22101 internal_count=2469 2347 122 is_linear=0 shrinkage=0.000400217 Tree=7371 num_leaves=3 num_cat=0 split_feature=45 0 split_gain=1.57676 1.58067 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040353396961678918 6.0306445732508115e-05 -5.87961148026284e-05 leaf_weight=1.4387570567778301 32.761411963399951 38.937733521329392 leaf_count=20 445 2022 internal_value=0 -4.36554e-06 internal_weight=0 71.6991 internal_count=2487 2467 is_linear=0 shrinkage=0.000400217 Tree=7372 num_leaves=4 num_cat=0 split_feature=1 43 15 split_gain=2.1946 1.91493 0.66791 threshold=0.13604000000000002 -0.074254999999999988 -0.028079999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0040278927382039927 0.019849579790950728 -0.0033529973507896191 0.0015307285581766248 leaf_weight=21.88900634759375 2.7758823074182151 43.697621643948878 1.1910120061220357 leaf_count=915 119 1400 25 internal_value=0 -0.000887019 0.0145426 internal_weight=0 65.5866 3.96689 internal_count=2459 2315 144 is_linear=0 shrinkage=0.0204111 Tree=7373 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.83241 1.98696 threshold=-0.51412499999999983 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037667444001106661 -0.00037246866857906444 2.7113812812484104e-06 leaf_weight=3.0600632568894062 2.2301726549630976 65.2272327937726 leaf_count=34 115 2315 internal_value=0 -1.02889e-05 internal_weight=0 67.4574 internal_count=2464 2430 is_linear=0 shrinkage=0.000400217 Tree=7374 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=1.4082 1.87335 threshold=-1.0000000180025095e-35 -0.021334999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020868572840198222 -0.019494915476071708 0.00015108758147488614 leaf_weight=1.2055011018055655 1.9717707339441393 68.312517912795101 leaf_count=68 31 2400 internal_value=0 -0.000430196 internal_weight=0 70.2843 internal_count=2499 2431 is_linear=0 shrinkage=0.0204111 Tree=7375 num_leaves=4 num_cat=0 split_feature=52 12 130 split_gain=2.01985 3.46028 2.59854 threshold=-0.0064899999999999992 -0.016169999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002117645129736919 -0.00029424215303697947 -0.00015255146429707478 8.0171027288849649e-05 leaf_weight=5.052711378659299 3.0808604983321848 21.860011879819467 42.73594875609524 leaf_count=156 188 789 1355 internal_value=0 -8.35592e-05 5.43384e-05 internal_weight=0 26.9127 45.8168 internal_count=2488 945 1543 is_linear=0 shrinkage=0.000400217 Tree=7376 num_leaves=4 num_cat=0 split_feature=1 14 15 split_gain=1.43473 2.49452 0.672299 threshold=0.13662500000000002 0.076175000000000007 -0.028079999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4486432246446567e-05 0.016922823818178473 -0.02860239346813909 0.00019565015291068611 leaf_weight=64.193367013816442 2.9171105509412882 1.1771354494767354 1.4990922537399445 leaf_count=2280 109 72 27 internal_value=0 -0.000489926 0.01139 internal_weight=0 65.3705 4.4162 internal_count=2488 2352 136 is_linear=0 shrinkage=0.0204111 Tree=7377 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.64475 1.94387 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003858244666761947 0.00061309744646974307 5.5942503203656067e-06 leaf_weight=1.5843857808577002 0.74210247024893661 69.379825856956813 leaf_count=228 2 2258 internal_value=0 1.29906e-05 internal_weight=0 70.1219 internal_count=2488 2260 is_linear=0 shrinkage=0.000400217 Tree=7378 num_leaves=3 num_cat=0 split_feature=48 51 split_gain=1.78176 2.34351 threshold=0.12879500000000002 0.13474500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029007261017680646 -0.012198030908062717 -0.020337452500917105 leaf_weight=64.470794023603048 3.6448198626248987 1.7492056426012812 leaf_count=2291 70 83 internal_value=0 0.00225359 internal_weight=0 66.22 internal_count=2444 2374 is_linear=0 shrinkage=0.0204111 Tree=7379 num_leaves=4 num_cat=0 split_feature=3 133 3 split_gain=1.94994 4.19842 2.49405 threshold=-0.084024999999999975 0.084065000000000015 -0.077774999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078550935219219766 -0.020107067068068939 -0.016039416614373313 -0.0016078683754368998 leaf_weight=20.120674692700053 3.1873601200250041 3.5030968172050043 38.449994762348069 leaf_count=590 537 279 999 internal_value=0 0.0042529 -0.00307412 internal_weight=0 23.6238 41.6374 internal_count=2405 869 1536 is_linear=0 shrinkage=0.0204111 Tree=7380 num_leaves=4 num_cat=0 split_feature=52 52 157 split_gain=2.09322 2.79457 1.57223 threshold=-0.05819499999999999 -0.0064899999999999992 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028264827228704749 -0.00035770602369671896 -2.7730897404886917e-05 3.329543646601469e-05 leaf_weight=4.8930159554656738 4.4611417415981114 40.944433339192074 21.444474447157518 leaf_count=117 224 1521 612 internal_value=0 -6.09514e-05 8.0621e-05 internal_weight=0 45.4056 26.3375 internal_count=2474 1745 729 is_linear=0 shrinkage=0.000400217 Tree=7381 num_leaves=3 num_cat=0 split_feature=1365 15 split_gain=1.64865 1.62556 threshold=1.0000000180025095e-35 0.084050000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017122459611093621 -0.019952248719413326 -0.0088075684190048065 leaf_weight=61.790298248089584 1.5415171545755573 6.6794582947122754 leaf_count=1585 48 857 internal_value=0 0.000673298 internal_weight=0 68.4698 internal_count=2490 2442 is_linear=0 shrinkage=0.0204111 Tree=7382 num_leaves=3 num_cat=0 split_feature=49 3 split_gain=1.828 2.27772 threshold=-0.24254499999999998 0.18307500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020626710433293872 0.0002005721103291559 0.016468840511793169 leaf_weight=1.5369099464078306 62.827511292592135 3.6907367798776241 leaf_count=31 2306 111 internal_value=0 0.00112937 internal_weight=0 66.5182 internal_count=2448 2417 is_linear=0 shrinkage=0.0204111 Tree=7383 num_leaves=4 num_cat=0 split_feature=16 150 38 split_gain=1.50971 2.30627 2.02241 threshold=-0.066784999999999983 -0.029954999999999999 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2847955770995687e-05 0.00028495185279155057 -7.9521804010504211e-05 -0.00037965690926940995 leaf_weight=33.765068834027261 2.9527657130674916 30.112786848400901 1.4067897689528752 leaf_count=1190 58 1128 24 internal_value=0 -4.61224e-05 7.28041e-05 internal_weight=0 33.0656 35.1719 internal_count=2400 1186 1214 is_linear=0 shrinkage=0.000400217 Tree=7384 num_leaves=4 num_cat=0 split_feature=42 376 132 split_gain=1.9721 1.99953 1.43057 threshold=-0.0044549999999999998 1.0000000180025095e-35 0.087955000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027194292344821997 -2.7543605860180296e-07 0.00032738404018167082 0.00016304238594915931 leaf_weight=6.55070108453583 59.221971638453397 3.029412170941213 1.4010440037454825 leaf_count=548 1687 126 109 internal_value=0 1.6229e-05 -0.000194102 internal_weight=0 62.2514 7.95175 internal_count=2470 1813 657 is_linear=0 shrinkage=0.000400217 Tree=7385 num_leaves=3 num_cat=0 split_feature=1456 11 split_gain=1.65923 1.61964 threshold=-1.0000000180025095e-35 0.081365000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020120275252437321 0.0017567575123253606 -0.010170757687097473 leaf_weight=1.4867913184225461 66.226706269126225 4.9969762795080888 leaf_count=215 2133 140 internal_value=0 0.000905285 internal_weight=0 71.2237 internal_count=2488 2273 is_linear=0 shrinkage=0.0204111 Tree=7386 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=1.65765 2.92991 1.92612 threshold=0.11588000000000002 0.11224000000000002 -0.084024999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060277361229068372 -0.020707106223006613 0.0055768458113971096 -0.0018780007601441743 leaf_weight=18.081335764591131 4.158985052240495 2.9472933584875136 43.517807876670304 leaf_count=642 306 80 1461 internal_value=0 -0.00988856 0.000449314 internal_weight=0 7.10628 61.5991 internal_count=2489 386 2103 is_linear=0 shrinkage=0.0204111 Tree=7387 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.76598 2.70866 threshold=-0.5356749999999999 -0.24588999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037212067161783685 0.00030263751568558329 -7.8114697219308734e-06 leaf_weight=1.8363213703705685 4.7353950411052201 63.044391096811069 leaf_count=25 100 2350 internal_value=0 1.43412e-05 internal_weight=0 67.7798 internal_count=2475 2450 is_linear=0 shrinkage=0.000400217 Tree=7388 num_leaves=3 num_cat=0 split_feature=1375 131 split_gain=2.82547 2.26316 threshold=-0.43429999999999996 0.08956500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030247824799553916 0.00088613018765587711 -0.014330371193571305 leaf_weight=1.204993115927208 64.879339982488091 4.2323372916434883 leaf_count=12 2146 329 internal_value=0 -6.73865e-05 internal_weight=0 69.1117 internal_count=2487 2475 is_linear=0 shrinkage=0.0204111 Tree=7389 num_leaves=4 num_cat=0 split_feature=0 151 52 split_gain=1.71861 2.9807 2.61221 threshold=-0.12118 0.085465000000000013 -0.08130999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015941371100681039 -0.0013745311119203341 -0.02509294698797767 0.00036384904539043698 leaf_weight=5.7837479946820194 39.758940998538492 2.2264125275687539 18.763572379306424 leaf_count=78 1990 60 274 internal_value=0 -0.00269567 0.00408988 internal_weight=0 41.9854 24.5473 internal_count=2402 2050 352 is_linear=0 shrinkage=0.0204111 Tree=7390 num_leaves=4 num_cat=0 split_feature=133 43 43 split_gain=1.48473 2.3211 0.083162 threshold=-0.39935999999999994 0.14198000000000002 0.31463000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015277359951043206 1.3699465522641801e-05 0.00035351871456484917 -0.00051204328501770139 leaf_weight=0.26034336725569929 67.508944374731982 3.2694456651333885 0.71364106121927762 leaf_count=59 2277 61 78 internal_value=0 2.99302e-05 -0.000441665 internal_weight=0 70.7784 0.973984 internal_count=2475 2338 137 is_linear=0 shrinkage=0.000400217 Tree=7391 num_leaves=3 num_cat=0 split_feature=16 3 split_gain=1.44575 1.5154 threshold=-0.55433999999999994 -0.12077499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051041040349522864 0.00012280597201733294 -1.8160358087111021e-05 leaf_weight=0.73829520979779673 15.815839398559545 52.31036685363506 leaf_count=26 257 2150 internal_value=0 1.47135e-05 internal_weight=0 68.1262 internal_count=2433 2407 is_linear=0 shrinkage=0.000400217 Tree=7392 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=2.54161 4.62878 1.42147 threshold=0.095890000000000017 0.084965000000000013 0.092340000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057659938427376983 0.01686302675980552 -0.033953319201311713 -0.0060980380361201625 leaf_weight=59.137234676144544 4.9979742690611593 1.671446957043371 1.3766026034427339 leaf_count=2198 169 20 64 internal_value=0 -0.00155474 0.0118849 internal_weight=0 60.8087 6.37458 internal_count=2451 2218 233 is_linear=0 shrinkage=0.0204111 Tree=7393 num_leaves=3 num_cat=0 split_feature=1132 0 split_gain=1.5927 1.59184 threshold=-1.0000000180025095e-35 -0.060094999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040915324767970459 -5.6693033910539198e-06 0.00012153056506411645 leaf_weight=1.1960189549135964 47.393305156042516 23.489855313920998 leaf_count=23 2003 462 internal_value=0 3.66084e-05 internal_weight=0 70.8832 internal_count=2488 2465 is_linear=0 shrinkage=0.000400217 Tree=7394 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.5143 1.54531 threshold=-0.52082499999999987 0.10817500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021035152753434972 0.0005167196568319017 0.010921665866961847 leaf_weight=1.1576618722283445 66.228055821985436 6.4227944002304858 leaf_count=41 2267 171 internal_value=0 0.00145197 internal_weight=0 72.6509 internal_count=2479 2438 is_linear=0 shrinkage=0.0204111 Tree=7395 num_leaves=4 num_cat=0 split_feature=43 2 132 split_gain=2.30462 1.48115 0.136232 threshold=0.21983500000000003 -0.14169499999999999 -0.21736499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031159965629907869 -0.00017561901697922804 9.5655002668394156e-06 -0.00052291849978554827 leaf_weight=2.5932777847192474 0.38865749157594098 67.51493057697644 1.1728878220283139 leaf_count=62 66 2241 80 internal_value=0 2.12167e-05 -0.000454011 internal_weight=0 70.1082 1.56155 internal_count=2449 2303 146 is_linear=0 shrinkage=0.000400217 Tree=7396 num_leaves=4 num_cat=0 split_feature=484 150 39 split_gain=1.88844 2.14765 1.67551 threshold=-0.0068949999999999992 0.094605000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019337177764473079 -0.016473294506161831 0.013848346152867091 0.002072833669957916 leaf_weight=3.5163577729927047 1.9849993038842502 0.95899473305325944 63.588568665178173 leaf_count=380 48 15 2003 internal_value=0 -0.0120616 0.00148429 internal_weight=0 4.47535 65.5736 internal_count=2446 395 2051 is_linear=0 shrinkage=0.0204111 Tree=7397 num_leaves=4 num_cat=0 split_feature=376 1373 52 split_gain=2.03048 1.7992 0.80517 threshold=0.048375000000000008 0.099250000000000019 -0.087044999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027463875241840542 -0.00018785416933207673 -0.024125487773174362 0.018831899619724524 leaf_weight=66.349614517725968 1.2680750680956405 1.1713574937311921 3.3162683601076415 leaf_count=2383 40 19 91 internal_value=0 -0.000187895 0.0136918 internal_weight=0 67.521 4.58434 internal_count=2533 2402 131 is_linear=0 shrinkage=0.0204111 Tree=7398 num_leaves=3 num_cat=0 split_feature=146 48 split_gain=1.47129 1.55823 threshold=0.10064500000000003 -0.22597999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021992025507773662 -0.022246916062131084 0.00037705076074934793 leaf_weight=1.3069293375301629 1.0593043006956566 67.309077230109779 leaf_count=18 9 2436 internal_value=0 0.000823909 internal_weight=0 68.616 internal_count=2463 2454 is_linear=0 shrinkage=0.0204111 Tree=7399 num_leaves=4 num_cat=0 split_feature=1 43 13 split_gain=2.15831 2.33221 1.17564 threshold=0.12719000000000003 0.17439000000000002 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.6620530990306096e-06 0.00048724892113242139 -0.00048362317829838769 0.00012127137096315009 leaf_weight=62.023447987755389 1.9028849467940743 1.4819499063551109 5.0421545200006213 leaf_count=2067 109 158 98 internal_value=0 -5.6102e-06 0.000227686 internal_weight=0 63.5054 6.94504 internal_count=2432 2225 207 is_linear=0 shrinkage=0.000400217 Tree=7400 num_leaves=4 num_cat=0 split_feature=484 124 42 split_gain=2.53108 1.84003 1.58881 threshold=-0.0068949999999999992 -1.0000000180025095e-35 -0.40186499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034661538410911668 -0.00046089649680152925 -0.00038066129775911399 5.4649801636061126e-05 leaf_weight=0.5676968004554509 0.86072170734405418 3.522820217507614 65.184925752519121 leaf_count=11 7 392 2025 internal_value=0 -0.000273181 4.71624e-05 internal_weight=0 4.09052 66.0456 internal_count=2435 403 2032 is_linear=0 shrinkage=0.000400217 Tree=7401 num_leaves=4 num_cat=0 split_feature=1429 1 474 split_gain=1.78258 1.85399 0.216798 threshold=-1.0000000180025095e-35 0.099515000000000006 -0.095399999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.037465457517901077 -0.001661307706437104 0.0052353787418498946 -0.014594491609017825 leaf_weight=0.31209788779415248 40.846127827243436 26.802439511960984 0.76900052861674228 leaf_count=23 1736 590 92 internal_value=0 0.0010753 -0.0240935 internal_weight=0 67.6486 1.0811 internal_count=2441 2326 115 is_linear=0 shrinkage=0.0204111 Tree=7402 num_leaves=3 num_cat=0 split_feature=3 1374 split_gain=1.75182 1.60411 threshold=-0.48702499999999999 -0.094929999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01919669533520511 -0.014435029718712132 0.0012650275223612662 leaf_weight=1.8004750422551286 2.7172814933583131 64.978181547888198 leaf_count=28 46 2392 internal_value=0 0.000612035 internal_weight=0 67.6955 internal_count=2466 2438 is_linear=0 shrinkage=0.0204111 Tree=7403 num_leaves=3 num_cat=0 split_feature=10 3 split_gain=1.96388 1.89626 threshold=0.058500000000000003 0.26577500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014455655950352717 0.020298406532266108 0.019823779947600002 leaf_weight=64.821261428555772 2.0352276620833427 1.9317402132000996 leaf_count=2312 62 84 internal_value=0 0.000465528 internal_weight=0 66.753 internal_count=2458 2396 is_linear=0 shrinkage=0.0204111 Tree=7404 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=1.57939 5.32185 2.50061 threshold=-0.084024999999999975 -0.084169999999999981 -0.062574999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0499872225477316e-05 -0.00032565471535828773 0.00083355091400724517 -8.0154952238872042e-06 leaf_weight=20.636682568385371 4.237097794494729 1.3398553860170057 45.597314723836917 leaf_count=726 483 11 1282 internal_value=0 9.28305e-05 -3.56918e-05 internal_weight=0 21.9765 49.8344 internal_count=2502 737 1765 is_linear=0 shrinkage=0.000400217 Tree=7405 num_leaves=4 num_cat=0 split_feature=3 0 47 split_gain=2.14274 2.29266 2.19634 threshold=-0.10628499999999998 -0.12676999999999997 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023103419207933735 0.0032685858605177643 -0.0054220673907630357 0.017978573130368415 leaf_weight=15.135929686301099 22.17934059252002 29.138433978793273 4.851705201304866 leaf_count=286 270 1878 35 internal_value=0 -0.00166706 0.00619254 internal_weight=0 51.3178 19.9876 internal_count=2469 2148 321 is_linear=0 shrinkage=0.0204111 Tree=7406 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=1.45721 1.52512 threshold=-1.0000000180025095e-35 -0.021334999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020788277353194013 -0.017092031644874793 0.00014521761696701958 leaf_weight=1.2664037497197558 2.0972861995105623 66.685154676203638 leaf_count=69 32 2353 internal_value=0 -0.000407297 internal_weight=0 68.7824 internal_count=2454 2385 is_linear=0 shrinkage=0.0204111 Tree=7407 num_leaves=4 num_cat=0 split_feature=49 149 48 split_gain=2.16518 2.6366 2.42541 threshold=-0.10919499999999999 0.077335000000000015 -0.09386499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021813019736429538 -0.027807165067468231 0.006477155720264265 0.0016925913933886101 leaf_weight=3.7181300757729323 1.0708763840666495 2.0734089901961852 63.658984239229085 leaf_count=66 23 47 2358 internal_value=0 -0.0117542 0.00115738 internal_weight=0 5.79154 64.7299 internal_count=2494 113 2381 is_linear=0 shrinkage=0.0204111 Tree=7408 num_leaves=4 num_cat=0 split_feature=42 49 49 split_gain=1.91962 2.54055 2.04236 threshold=0.10146500000000001 -0.085949999999999985 -0.080744999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0093279143737775051 0.017779341507618274 0.0032641231142015578 -0.018817407988301539 leaf_weight=7.4320909377202033 0.68189109675586213 58.027792431559647 3.4100876648062686 leaf_count=136 6 2063 270 internal_value=0 0.00182098 -0.0124078 internal_weight=0 65.4599 4.09198 internal_count=2475 2199 276 is_linear=0 shrinkage=0.0204111 Tree=7409 num_leaves=4 num_cat=0 split_feature=43 8 132 split_gain=2.02659 1.64397 0.0965048 threshold=0.2506000000000001 1.0000000180025095e-35 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2456944250234012e-06 -0.0002100688998477095 0.00032239352800110006 -0.00052546972658174375 leaf_weight=68.530370653114005 0.4401958521589221 2.4977296118449877 1.0024395115624418 leaf_count=2239 71 46 81 internal_value=0 1.06247e-05 -0.000451292 internal_weight=0 71.0281 1.44264 internal_count=2437 2285 152 is_linear=0 shrinkage=0.000400217 Tree=7410 num_leaves=4 num_cat=0 split_feature=15 158 14 split_gain=1.64809 2.23707 1.11243 threshold=-0.43799499999999997 0.090905000000000014 -0.46885499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025180433249543679 -0.00037713333310634875 -0.01951390490868693 0.019747529010302266 leaf_weight=1.3882547304165203 61.654995493373917 2.5427685000086049 2.6115581027479484 leaf_count=36 2185 176 95 internal_value=0 -0.00116777 0.0121615 internal_weight=0 64.1978 3.99981 internal_count=2492 2361 131 is_linear=0 shrinkage=0.0204111 Tree=7411 num_leaves=4 num_cat=0 split_feature=49 15 1 split_gain=2.07644 3.45835 0.14712 threshold=-0.14917999999999998 0.077615000000000003 0.10954500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016587460077514487 1.2536580204960812e-05 -0.00031834843955873824 0.00032565852514209733 leaf_weight=2.1185773502074872 59.955058429174642 5.4131740936718407 2.528658187482506 leaf_count=44 1516 855 34 internal_value=0 -1.53617e-05 0.000258433 internal_weight=0 65.3682 4.64724 internal_count=2449 2371 78 is_linear=0 shrinkage=0.000400217 Tree=7412 num_leaves=3 num_cat=0 split_feature=39 15 split_gain=2.01124 1.77845 threshold=0.11593500000000001 -0.095584999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00012567048538377181 0.00033955022250300353 2.3195085302653034e-05 leaf_weight=17.484321583463498 2.5254881533473954 47.606125117886222 leaf_count=469 54 1943 internal_value=0 -1.69397e-05 internal_weight=0 65.0904 internal_count=2466 2412 is_linear=0 shrinkage=0.000400217 Tree=7413 num_leaves=4 num_cat=0 split_feature=2 1443 48 split_gain=2.68348 2.09698 1.95556 threshold=0.097995000000000013 0.088965000000000016 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0028485379969986581 0.0084114230123891534 0.022029819783147341 -0.0069137076500555483 leaf_weight=38.548873761817958 24.39129120062444 1.3537653419189144 3.9542767916409494 leaf_count=1703 694 24 62 internal_value=0 -0.00194522 0.00625474 internal_weight=0 39.9026 28.3456 internal_count=2483 1727 756 is_linear=0 shrinkage=0.0204111 Tree=7414 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=2.09338 1.93855 threshold=0.26577500000000004 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021309876439409233 0.019858468324974319 -0.00011901949238216951 leaf_weight=1.7375561816152174 2.0162747535869121 65.251338958947144 leaf_count=34 98 2338 internal_value=0 -0.000703309 internal_weight=0 66.9889 internal_count=2470 2372 is_linear=0 shrinkage=0.0204111 Tree=7415 num_leaves=4 num_cat=0 split_feature=16 16 15 split_gain=1.52426 1.50717 0.259404 threshold=0.51400000000000012 0.40721000000000002 -0.051059999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1136478011167083e-07 -9.6087368277302144e-05 0.00030276437431555914 -0.00044069081250282417 leaf_weight=65.551552016469032 0.56912498493329611 2.641528082687727 1.2727348307089403 leaf_count=2226 50 85 86 internal_value=0 1.26966e-05 -0.000345819 internal_weight=0 68.1931 1.84186 internal_count=2447 2311 136 is_linear=0 shrinkage=0.000400217 Tree=7416 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=2.179 4.20736 1.81919 threshold=-0.060644999999999991 0.079805000000000015 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015550641125914753 0.023692726627121085 -0.00033284941062776136 0.0023055917372192592 leaf_weight=9.7112582614918193 1.6959769485110907 33.005752595905506 20.317813318935805 leaf_count=1176 30 849 415 internal_value=0 -0.00382406 0.00406485 internal_weight=0 42.717 22.0138 internal_count=2470 2025 445 is_linear=0 shrinkage=0.0204111 Tree=7417 num_leaves=3 num_cat=0 split_feature=1452 11 split_gain=1.67764 1.65968 threshold=1.0000000180025095e-35 0.088215000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011600093758735055 -0.023774914406564714 -0.013465970985485753 leaf_weight=62.965880861559526 1.1047409003240307 3.2949673878410968 leaf_count=2247 125 90 internal_value=0 0.000411211 internal_weight=0 66.2608 internal_count=2462 2337 is_linear=0 shrinkage=0.0204111 Tree=7418 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=1.5274 1.57646 threshold=-1.0000000180025095e-35 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019558285614659367 -0.02351803143588161 0.0026565795231036403 leaf_weight=1.2471086614741569 0.86106284417473844 68.871204068269435 leaf_count=218 8 2249 internal_value=0 0.00229619 internal_weight=0 69.7323 internal_count=2475 2257 is_linear=0 shrinkage=0.0204111 Tree=7419 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.53019 1.81863 threshold=-0.094929999999999987 -0.029664999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0002839493072994806 0.00043219854381874997 2.2389816666499888e-06 leaf_weight=2.7972951186820856 1.5020942678675044 66.393757385788376 leaf_count=44 12 2378 internal_value=0 1.24471e-05 internal_weight=0 67.8959 internal_count=2434 2390 is_linear=0 shrinkage=0.000400217 Tree=7420 num_leaves=4 num_cat=0 split_feature=15 3 147 split_gain=2.6441 1.7114 1.36652 threshold=0.097210000000000019 -0.097754999999999995 0.13797000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016659455739459229 -0.00038352986107317361 2.7645312755261309e-05 0.00021827114169707898 leaf_weight=20.099298461599574 3.0619330432546117 47.92252459111296 0.66886611655354489 leaf_count=341 256 1841 6 internal_value=0 6.89088e-05 -0.000272421 internal_weight=0 68.0218 3.7308 internal_count=2444 2182 262 is_linear=0 shrinkage=0.000400217 Tree=7421 num_leaves=4 num_cat=0 split_feature=156 42 157 split_gain=1.47435 1.41521 0.794491 threshold=0.11659000000000001 -0.40186499999999997 -0.059399999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023306649685379814 0.00021568460065633858 0.0013378616227464105 -0.033467470166266174 leaf_weight=0.87331929612264403 0.45499625251977704 66.572602311908668 0.69407200447494577 leaf_count=9 36 2368 56 internal_value=0 0.000980655 -0.021295 internal_weight=0 67.4459 1.14907 internal_count=2469 2377 92 is_linear=0 shrinkage=0.0204111 Tree=7422 num_leaves=4 num_cat=0 split_feature=133 129 1 split_gain=1.4774 1.39499 0.558897 threshold=0.11253500000000001 0.084685000000000024 0.12450500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019034080141952681 -0.022580647967773253 -0.012258296178225417 0.0088539084837918284 leaf_weight=64.263435020568977 1.3740871763402527 2.9234270831429958 0.21798677687183943 leaf_count=1950 284 166 19 internal_value=0 0.00126784 -0.0179777 internal_weight=0 67.1869 1.59207 internal_count=2419 2116 303 is_linear=0 shrinkage=0.0204111 Tree=7423 num_leaves=4 num_cat=0 split_feature=131 457 12 split_gain=2.1288 1.64334 1.19394 threshold=0.092225000000000015 -0.0046349999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015930093174448468 0.0001000791790037102 4.5982601145879381e-05 -0.00041336612395420511 leaf_weight=6.8529919153588699 0.9234515402131368 60.562629026000195 2.7279282139352281 leaf_count=193 42 2027 240 internal_value=0 2.48854e-05 -0.000284399 internal_weight=0 67.4156 3.65138 internal_count=2502 2220 282 is_linear=0 shrinkage=0.000400217 Tree=7424 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=1.76543 1.69643 threshold=-0.51412499999999983 0.095890000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014119956721806487 -0.0018582444173464066 0.0091565236993516614 leaf_weight=3.3833930087712352 58.760427087993776 6.3536847555769773 leaf_count=42 2156 238 internal_value=0 -0.000769576 internal_weight=0 65.1141 internal_count=2436 2394 is_linear=0 shrinkage=0.0204111 Tree=7425 num_leaves=3 num_cat=0 split_feature=3 16 split_gain=2.33638 2.02729 threshold=-0.51735999999999993 0.26538000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039544121952883121 -1.0084529995453965e-06 -0.00024667520828716959 leaf_weight=2.0999813016969702 61.194826939096856 5.7871965379163148 leaf_count=21 2115 294 internal_value=0 -2.26101e-05 internal_weight=0 66.982 internal_count=2430 2409 is_linear=0 shrinkage=0.000400217 Tree=7426 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.4105 2.37139 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037254361021341487 0.00044682580734667257 2.1281561551763731e-06 leaf_weight=1.4249166752997542 1.8670800152831351 65.212290668913738 leaf_count=19 32 2387 internal_value=0 1.52298e-05 internal_weight=0 67.0794 internal_count=2438 2419 is_linear=0 shrinkage=0.000400217 Tree=7427 num_leaves=4 num_cat=0 split_feature=1 49 2 split_gain=2.16963 2.42417 1.01775 threshold=0.11588000000000001 -0.10919499999999999 0.14062000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032963471691872174 8.6286227798054054e-05 -5.9974558764885934e-06 0.00034945944288007071 leaf_weight=3.8804632602259508 8.9774415865103929 51.944296575683438 3.136527366750669 leaf_count=80 213 2059 109 internal_value=0 -2.91088e-05 0.000157003 internal_weight=0 55.8248 12.114 internal_count=2461 2139 322 is_linear=0 shrinkage=0.000400217 Tree=7428 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=1.62871 2.06129 1.48456 threshold=-0.25061999999999995 -0.19301999999999997 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016142842333133858 -0.022181471920977268 -5.9274757264391908e-05 -0.010431383571718489 leaf_weight=4.2935692616556471 1.6949466271616973 60.801539906908147 1.0104214278981087 leaf_count=193 61 2200 16 internal_value=0 -0.00069784 0.0109694 internal_weight=0 62.4965 5.30399 internal_count=2470 2261 209 is_linear=0 shrinkage=0.0204111 Tree=7429 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.24775 5.16067 2.65034 threshold=0.077765000000000015 -0.084074999999999997 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041442784518907003 -0.00026333275335129245 2.1118478714404096e-05 6.6139516029440842e-05 leaf_weight=6.422870063977828 4.1838615675515021 13.047224761006872 43.684555051318966 leaf_count=644 146 648 1010 internal_value=0 -0.000124109 3.67952e-05 internal_weight=0 19.4701 47.8684 internal_count=2448 1292 1156 is_linear=0 shrinkage=0.000400217 Tree=7430 num_leaves=3 num_cat=0 split_feature=8 2 split_gain=1.82892 1.83242 threshold=1.0000000180025095e-35 -0.062674999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034416321449143533 0.00034133648533341828 4.504916895876169e-06 leaf_weight=2.3939566891785935 2.372105919988825 65.975767360641839 leaf_count=43 52 2397 internal_value=0 -8.2464e-06 internal_weight=0 68.3697 internal_count=2492 2440 is_linear=0 shrinkage=0.000400217 Tree=7431 num_leaves=4 num_cat=0 split_feature=483 0 481 split_gain=1.56845 1.50341 0.130336 threshold=0.096460000000000018 -0.12118 -0.039559999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0051461125235982555 -0.0064623427594124377 -0.0010997664505753978 -0.021190714084758883 leaf_weight=26.007486702057577 0.46440481351601182 41.590244134137265 1.252869543412088 leaf_count=362 49 1969 101 internal_value=0 0.0013078 -0.0178471 internal_weight=0 67.5977 1.71727 internal_count=2481 2331 150 is_linear=0 shrinkage=0.0204111 Tree=7432 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=1.86663 3.19459 2.25933 threshold=-0.23058999999999999 -0.22961999999999996 0.034835000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035931748846733548 -0.00051098546332521678 -3.1830137501889796e-05 -6.2668880969131389e-05 leaf_weight=4.0577564336999776 2.2111183889210215 55.533434456012401 3.9090152902354021 leaf_count=31 16 2372 52 internal_value=0 -5.1131e-05 0.000154265 internal_weight=0 57.7446 7.96677 internal_count=2471 2388 83 is_linear=0 shrinkage=0.000400217 Tree=7433 num_leaves=4 num_cat=0 split_feature=15 15 51 split_gain=1.85263 2.11454 0.699904 threshold=-0.37478999999999996 -0.19301999999999997 0.10614000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034989373450991469 -0.00038889213008803274 1.2766362523794996e-05 -1.0315009120656392e-05 leaf_weight=3.3852960975455053 2.0612939110578727 61.658078894968639 1.1391637433553112 leaf_count=158 73 2204 13 internal_value=0 -8.86485e-07 0.000261142 internal_weight=0 63.7194 4.52446 internal_count=2448 2277 171 is_linear=0 shrinkage=0.000400217 Tree=7434 num_leaves=4 num_cat=0 split_feature=14 0 15 split_gain=1.54791 3.22376 2.59776 threshold=-0.10708499999999999 -0.14001499999999997 -0.16797499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.033207816329411201 0.015993922631359066 0.0031841738169285567 0.00083467091815528404 leaf_weight=1.5249384966446085 4.9758893028920275 2.6198840045326497 63.55913677692206 leaf_count=28 167 84 2228 internal_value=0 -0.0107262 0.00195958 internal_weight=0 4.14482 68.535 internal_count=2507 112 2395 is_linear=0 shrinkage=0.0204111 Tree=7435 num_leaves=3 num_cat=0 split_feature=39 13 split_gain=1.74827 1.95103 threshold=0.13507500000000003 0.17888000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041759784618259689 0.01974123260488455 -0.014092281223905387 leaf_weight=61.783285731814885 1.7172255239565846 4.0057423582766196 leaf_count=2310 32 110 internal_value=0 -0.000488317 internal_weight=0 65.789 internal_count=2452 2420 is_linear=0 shrinkage=0.0204111 Tree=7436 num_leaves=4 num_cat=0 split_feature=484 148 124 split_gain=2.06486 1.66125 1.4567 threshold=-1.0000000180025095e-35 -0.084449999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030934150480681606 -0.00030304008304273656 3.5351633738835777e-05 -0.00037309298498669306 leaf_weight=0.50054180098231915 2.298692719632526 64.746149717338085 3.2819483835810379 leaf_count=12 50 2009 397 internal_value=0 2.32637e-05 -0.000276488 internal_weight=0 67.0448 3.78249 internal_count=2468 2059 409 is_linear=0 shrinkage=0.000400217 Tree=7437 num_leaves=4 num_cat=0 split_feature=12 456 12 split_gain=1.78372 1.93659 1.07079 threshold=0.11610500000000001 0.084065000000000015 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021037915481721195 -0.03099811775360474 -0.013994775939631455 -0.0040929277607697125 leaf_weight=64.824516692498946 1.008563158417018 3.1587651535992327 1.4589139921413332 leaf_count=2164 53 166 69 internal_value=0 0.00133401 -0.0159584 internal_weight=0 67.9833 2.46748 internal_count=2452 2330 122 is_linear=0 shrinkage=0.0204111 Tree=7438 num_leaves=4 num_cat=0 split_feature=130 1447 132 split_gain=1.72108 1.60477 0.269552 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.091440000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016093291037161814 -0.022181075571572152 0.0011261908703564171 -0.0024522417320547584 leaf_weight=2.2209627506745155 1.5245826945501892 67.301507960097297 0.38680035779543676 leaf_count=227 268 1943 45 internal_value=0 0.000551105 -0.0185453 internal_weight=0 69.5225 1.91138 internal_count=2483 2170 313 is_linear=0 shrinkage=0.0204111 Tree=7439 num_leaves=4 num_cat=0 split_feature=2 14 1 split_gain=2.00003 1.96611 0.816067 threshold=0.13754500000000003 -0.10708499999999999 0.11771500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013594905903412629 0.0005604923451202889 0.0019323796160856499 0.020291571645664454 leaf_weight=3.4737782258598591 1.1908169677190006 64.786782672920253 3.2313668847054942 leaf_count=86 44 2217 113 internal_value=0 0.00112123 0.0151234 internal_weight=0 68.2606 4.42218 internal_count=2460 2303 157 is_linear=0 shrinkage=0.0204111 Tree=7440 num_leaves=4 num_cat=0 split_feature=124 4 123 split_gain=1.71571 2.1017 1.41321 threshold=-0.043384999999999993 -0.51416499999999987 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0052020724826939025 -0.022594708565542111 0.0003448371926229841 0.018631531816896939 leaf_weight=1.3817448796580709 1.6000306430505578 59.165836499531906 3.5918898867421376 leaf_count=53 43 2183 151 internal_value=0 -0.000299631 0.0120415 internal_weight=0 60.7659 4.97363 internal_count=2430 2226 204 is_linear=0 shrinkage=0.0204111 Tree=7441 num_leaves=3 num_cat=0 split_feature=33 159 split_gain=1.71025 1.7755 threshold=-1.0000000180025095e-35 0.091305000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039080259998685034 4.4104521890507599e-05 -0.00018480699011987615 leaf_weight=1.5021409000037227 67.277229541376983 5.7923058502101403 leaf_count=28 2175 291 internal_value=0 2.57035e-05 internal_weight=0 73.0695 internal_count=2494 2466 is_linear=0 shrinkage=0.000400217 Tree=7442 num_leaves=4 num_cat=0 split_feature=3 43 4 split_gain=1.87464 1.60069 0.510775 threshold=0.18307500000000002 -0.074459999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032169862665223209 0.0072661081940721753 -0.003372259343205627 0.023056517917049092 leaf_weight=25.075953385388857 2.2490726352407369 39.259391742662501 1.4448770962135302 leaf_count=996 42 1375 77 internal_value=0 -0.000802846 0.0139391 internal_weight=0 64.3353 3.69395 internal_count=2490 2371 119 is_linear=0 shrinkage=0.0204111 Tree=7443 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=2.59546 2.06101 threshold=-0.43429999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030684467702715146 -0.0092353269511209809 0.0014270129350622961 leaf_weight=1.0516485287735111 8.5505054532891318 58.846936059251675 leaf_count=10 665 1748 internal_value=0 6.1241e-05 internal_weight=0 67.3974 internal_count=2423 2413 is_linear=0 shrinkage=0.0204111 Tree=7444 num_leaves=4 num_cat=0 split_feature=159 1210 157 split_gain=1.59037 1.45879 1.06399 threshold=0.10506000000000001 -0.08107499999999998 -0.072409999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022026758929196436 0.0077146423409967038 0.0015598506309313794 -0.019771778910244103 leaf_weight=0.99920149350873444 0.69843360321829129 65.648743599911541 2.4035881732925182 leaf_count=106 47 2171 164 internal_value=0 0.00116989 -0.0135299 internal_weight=0 66.6479 3.10202 internal_count=2488 2277 211 is_linear=0 shrinkage=0.0204111 Tree=7445 num_leaves=4 num_cat=0 split_feature=13 15 13 split_gain=2.02798 5.39161 4.68409 threshold=-0.084024999999999975 0.035895000000000003 -0.084169999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040506710431967704 0.0015895717842669074 -0.019653697704762371 0.041793557423012447 leaf_weight=20.044766309105402 42.852859918140894 5.5179378593775246 1.3618069643089246 leaf_count=722 1047 715 14 internal_value=0 -0.000873564 0.00665671 internal_weight=0 48.3708 21.4066 internal_count=2498 1762 736 is_linear=0 shrinkage=0.0204111 Tree=7446 num_leaves=4 num_cat=0 split_feature=158 43 1 split_gain=1.85205 1.61687 0.531258 threshold=0.090905000000000014 -0.074459999999999985 0.098370000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010056780332086659 -0.00042704899832185478 -2.8245140877959517e-05 -7.6827075085080123e-05 leaf_weight=24.554926898183112 1.815745042444177 42.40652292510822 1.1745961247725061 leaf_count=901 146 1384 75 internal_value=0 1.90799e-05 -0.000297221 internal_weight=0 66.9614 2.99034 internal_count=2506 2285 221 is_linear=0 shrinkage=0.000400217 Tree=7447 num_leaves=4 num_cat=0 split_feature=124 151 1 split_gain=2.12272 2.58785 0.859572 threshold=-0.043384999999999993 -0.090369999999999992 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.6740289645699478e-05 -0.00030368875593101389 6.4829504129253527e-06 0.00036682146947169885 leaf_weight=2.0505686156357106 4.5412275238722932 58.10987959963677 3.2988616024449584 leaf_count=40 145 2139 161 internal_value=0 -1.65013e-05 0.00024364 internal_weight=0 62.6511 5.34943 internal_count=2485 2284 201 is_linear=0 shrinkage=0.000400217 Tree=7448 num_leaves=3 num_cat=0 split_feature=151 157 split_gain=1.88857 1.68025 threshold=0.10561000000000002 0.087580000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4422200635584525e-05 -0.00037744160378649032 -0.00034044535286252092 leaf_weight=70.400774935611935 1.8125167977996159 1.8571849038271455 leaf_count=2310 59 121 internal_value=0 2.42755e-05 internal_weight=0 72.258 internal_count=2490 2431 is_linear=0 shrinkage=0.000400217 Tree=7449 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=2.59438 3.74754 2.5351 threshold=-0.095804999999999987 -0.24269999999999997 0.10402500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013046478466639293 7.3852316640019648e-05 -0.00024698356913082156 -0.00034793768149326523 leaf_weight=6.3074177805137905 50.515220990497255 12.24173850390798 2.28028096345406 leaf_count=200 1848 306 133 internal_value=0 -0.000118624 5.49371e-05 internal_weight=0 18.5492 52.7955 internal_count=2487 506 1981 is_linear=0 shrinkage=0.000400217 Tree=7450 num_leaves=4 num_cat=0 split_feature=14 42 1 split_gain=1.40704 1.38002 0.0367017 threshold=0.062655000000000016 -0.40186499999999997 0.10439500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02319208461602866 -0.020650023687380389 0.0015409002531788553 -0.011170337391106311 leaf_weight=0.84098587185144325 0.84913755449451744 69.773983732593933 0.91893159179744544 leaf_count=7 68 2364 10 internal_value=0 0.00121009 -0.0166818 internal_weight=0 70.615 1.76807 internal_count=2449 2371 78 is_linear=0 shrinkage=0.0204111 Tree=7451 num_leaves=4 num_cat=0 split_feature=48 448 0 split_gain=1.76777 1.54624 1.14948 threshold=-0.064549999999999982 -0.065209999999999976 -0.031784999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.0763121112614768e-05 -0.00043254301174331939 -2.5239029072058338e-06 0.00047668996038799041 leaf_weight=3.7689689520484535 1.2570093132671889 61.954752181883578 1.7810602407553222 leaf_count=105 18 2329 20 internal_value=0 -1.18248e-05 0.000221589 internal_weight=0 63.2118 5.55003 internal_count=2472 2347 125 is_linear=0 shrinkage=0.000400217 Tree=7452 num_leaves=3 num_cat=0 split_feature=124 45 split_gain=1.65436 1.40337 threshold=0.11040000000000001 -0.080359999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020492704345528648 0.01977569968654962 -0.00039983236886246941 leaf_weight=1.2547175176441658 1.7002108636079345 67.075173979246301 leaf_count=9 25 2445 internal_value=0 1.67073e-05 internal_weight=0 68.3299 internal_count=2479 2454 is_linear=0 shrinkage=0.0204111 Tree=7453 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.62672 1.74667 threshold=-0.22896499999999997 -0.068264999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037417274935378284 -0.00028708019491579037 8.2229726624780315e-06 leaf_weight=1.7342420734785253 3.2662090712110503 63.684571087447239 leaf_count=22 148 2292 internal_value=0 -6.63871e-06 internal_weight=0 66.9508 internal_count=2462 2440 is_linear=0 shrinkage=0.000400217 Tree=7454 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=2.90027 3.96157 3.11455 threshold=0.094405000000000003 -0.17339999999999997 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0075736161435793698 -0.021721827115501222 0.0054188388258149568 0.0099722038411809329 leaf_weight=30.067965068086778 2.3140721567033351 29.493577398563502 4.7999693993479005 leaf_count=1706 94 643 25 internal_value=0 0.00337503 -0.00513404 internal_weight=0 31.8076 34.8679 internal_count=2468 737 1731 is_linear=0 shrinkage=0.0204111 Tree=7455 num_leaves=3 num_cat=0 split_feature=3 52 split_gain=2.04611 1.81903 threshold=-0.48702499999999999 -0.40306999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040629471783034743 -0.00034416464782391121 1.8640426552767314e-05 leaf_weight=1.8653037871117693 2.1774731886107466 66.676855368898032 leaf_count=28 256 2200 internal_value=0 6.62682e-06 internal_weight=0 68.8543 internal_count=2484 2456 is_linear=0 shrinkage=0.000400217 Tree=7456 num_leaves=4 num_cat=0 split_feature=47 1444 3 split_gain=1.88451 1.94959 1.62877 threshold=0.11069000000000002 -0.084274999999999989 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041864083856634263 0.00032562008583349547 -4.2967873581466331e-05 -4.1572860038717429e-05 leaf_weight=1.3906912414822716 4.5974956952850325 60.044684244988275 3.2454439466819167 leaf_count=27 92 2284 41 internal_value=0 -3.1776e-05 0.000175228 internal_weight=0 61.4354 7.84294 internal_count=2444 2311 133 is_linear=0 shrinkage=0.000400217 Tree=7457 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=2.36854 2.58366 2.19643 threshold=0.040165000000000006 -0.046739999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021082592173492402 7.5123119857519057e-05 -0.00018646046345520236 -1.4046637127246524e-05 leaf_weight=9.1527603185895696 8.4654224530095252 20.626594077458776 27.884589594028512 leaf_count=229 150 1653 405 internal_value=0 -0.000110347 4.19924e-05 internal_weight=0 29.092 37.0373 internal_count=2437 1803 634 is_linear=0 shrinkage=0.000400217 Tree=7458 num_leaves=4 num_cat=0 split_feature=15 0 15 split_gain=1.90644 2.53507 2.3251 threshold=-0.11689999999999999 -0.23078999999999997 -0.24269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.6455917461975609e-05 0.00028863627497980308 3.6969537478979002e-06 -0.00032067206174732766 leaf_weight=5.6530561203217076 5.3985019914107388 54.152954773307101 5.8827219432487237 leaf_count=200 44 2041 186 internal_value=0 3.00207e-05 -0.000146995 internal_weight=0 59.5515 11.5358 internal_count=2471 2085 386 is_linear=0 shrinkage=0.000400217 Tree=7459 num_leaves=4 num_cat=0 split_feature=49 49 12 split_gain=1.65031 1.70831 1.1015 threshold=-0.14917999999999998 -0.10919499999999999 0.095565000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061902867550771117 -0.019725277688708201 -0.00029613074309543623 0.020017369312585673 leaf_weight=2.2141871804560642 1.8303547545801837 64.418921586209763 2.6229919742618222 leaf_count=61 31 2359 19 internal_value=0 -0.000865301 0.0113528 internal_weight=0 66.2493 4.83718 internal_count=2470 2390 80 is_linear=0 shrinkage=0.0204111 Tree=7460 num_leaves=3 num_cat=0 split_feature=9 13 split_gain=1.56428 1.52845 threshold=-0.036024999999999995 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020664172286067636 0.0028272574555941784 -0.0038630209068954641 leaf_weight=1.2086999651546637 20.598389956036044 45.40899635524238 leaf_count=75 703 1684 internal_value=0 -0.00177399 internal_weight=0 66.0074 internal_count=2462 2387 is_linear=0 shrinkage=0.0204111 Tree=7461 num_leaves=3 num_cat=0 split_feature=3 13 split_gain=1.71426 1.59685 threshold=0.30863500000000005 -0.5356749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00050746841754962602 0.00038502974946283208 -3.9123659583347521e-06 leaf_weight=0.91229967825347458 1.6801575059653249 66.507288851950307 leaf_count=9 101 2346 internal_value=0 -1.15564e-05 internal_weight=0 67.4196 internal_count=2456 2355 is_linear=0 shrinkage=0.000400217 Tree=7462 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.47203 3.19559 2.97338 threshold=-0.10674499999999999 -0.075969999999999996 -0.016799999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015606543931614549 -0.012417965357563189 0.0004185554242110995 0.011916276208873816 leaf_weight=22.218670381872474 11.307807772892827 27.599751710975397 9.7156841454670921 leaf_count=321 1259 802 136 internal_value=0 -0.00333709 0.00256687 internal_weight=0 38.9076 31.9344 internal_count=2518 2061 457 is_linear=0 shrinkage=0.0204111 Tree=7463 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.26424 5.02149 1.82118 threshold=0.077765000000000015 -0.076929999999999985 -0.41417999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018071082707097974 -0.018807529896832601 -0.018477472735403372 0.0016386073651626669 leaf_weight=11.356319964213982 1.7768940887472116 9.0676138443309338 46.390161954214818 leaf_count=507 122 795 1068 internal_value=0 -0.00725028 0.000842476 internal_weight=0 20.4239 48.1671 internal_count=2492 1302 1190 is_linear=0 shrinkage=0.0204111 Tree=7464 num_leaves=4 num_cat=0 split_feature=42 456 2 split_gain=2.59536 2.20556 1.8275 threshold=-0.0044549999999999998 0.085215000000000013 0.096540000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017050573256504321 0.0033185354049630293 -0.01593493076947592 0.0015756509638293324 leaf_weight=5.1137789950080315 58.483823828770255 2.4783476344855435 3.7530329310793604 leaf_count=491 1618 154 191 internal_value=0 0.00250803 -0.00924536 internal_weight=0 60.9622 8.86681 internal_count=2454 1772 682 is_linear=0 shrinkage=0.0204111 Tree=7465 num_leaves=4 num_cat=0 split_feature=3 47 49 split_gain=2.16003 1.75037 1.67076 threshold=-0.12077499999999998 0.086380000000000012 0.0037600000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033178454038501112 0.00058857268273384731 -0.0083207574160321651 0.018687823045662109 leaf_weight=11.860995768416613 40.641641972307752 11.753503521289529 3.8391038966201441 leaf_count=238 1922 289 36 internal_value=0 -0.00142349 0.00718194 internal_weight=0 52.3951 15.7001 internal_count=2485 2211 274 is_linear=0 shrinkage=0.0204111 Tree=7466 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=2.15361 2.57621 1.96538 threshold=0.099195000000000019 -0.076929999999999985 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0399313477838411e-05 0.00015255902383578036 -0.00016222359884583517 -5.5573929271283029e-05 leaf_weight=17.655184114892108 17.489501104682862 23.110164465049365 12.298421755451271 leaf_count=748 446 1095 214 internal_value=0 -7.45988e-05 6.67417e-05 internal_weight=0 40.7653 29.7879 internal_count=2503 1843 660 is_linear=0 shrinkage=0.000400217 Tree=7467 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.72096 2.26366 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018877810948113007 0.02364965432603202 -7.626104886890955e-05 leaf_weight=1.8500506654381741 1.6052871268511797 68.572021190928353 leaf_count=24 32 2389 internal_value=0 0.000503271 internal_weight=0 70.1773 internal_count=2445 2421 is_linear=0 shrinkage=0.0204111 Tree=7468 num_leaves=3 num_cat=0 split_feature=1375 1375 split_gain=1.59269 1.67636 threshold=-0.53764999999999985 -0.43150999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023672859134115761 -0.024868527543415373 -0.00044271041909249939 leaf_weight=1.0073109696968447 1.0799386108556053 65.778019414655319 leaf_count=3 9 2402 internal_value=0 -0.000878172 internal_weight=0 66.858 internal_count=2414 2411 is_linear=0 shrinkage=0.0204111 Tree=7469 num_leaves=4 num_cat=0 split_feature=457 38 12 split_gain=1.96635 2.37283 1.61734 threshold=-1.0000000180025095e-35 0.084835000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000180831769654173 4.3191544391703822e-05 -0.00040053095024166282 -0.00031116417023818624 leaf_weight=1.2867832891643045 62.844788970654918 1.8799754575557006 4.815850281091115 leaf_count=19 2226 41 172 internal_value=0 2.96339e-05 -0.000206034 internal_weight=0 64.7248 6.10263 internal_count=2458 2267 191 is_linear=0 shrinkage=0.000400217 Tree=7470 num_leaves=4 num_cat=0 split_feature=133 1365 1 split_gain=1.67801 1.60906 0.34917 threshold=0.11264000000000002 1.0000000180025095e-35 0.10647000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7630726790331439e-05 -0.00044329340978877229 -0.00031217914128765144 7.8927089218332658e-05 leaf_weight=68.03359912531505 1.3204435684365297 1.9399676126486145 0.20348832372110326 leaf_count=2108 279 54 21 internal_value=0 3.71725e-05 -0.000372933 internal_weight=0 69.9736 1.52393 internal_count=2462 2162 300 is_linear=0 shrinkage=0.000400217 Tree=7471 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=1.57063 2.24662 threshold=0.13507500000000003 0.13148500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.2933411376058884e-05 0.018442324153150925 -0.018862983897404331 leaf_weight=66.192895789661179 1.6988416320527893 2.6465855320675464 leaf_count=2420 28 50 internal_value=0 -0.000815173 internal_weight=0 68.8395 internal_count=2498 2470 is_linear=0 shrinkage=0.0204111 Tree=7472 num_leaves=4 num_cat=0 split_feature=13 13 150 split_gain=2.59095 4.87819 2.56599 threshold=-0.084024999999999975 -0.084169999999999981 -0.22665999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1124204988373897e-05 0.00034167101625921727 0.00082500424329845761 -7.6580269986108003e-05 leaf_weight=18.684548659330179 2.368334363680332 1.3327986283693452 45.138536763032789 leaf_count=721 22 11 1732 internal_value=0 0.000116291 -5.49751e-05 internal_weight=0 20.0173 47.5069 internal_count=2486 732 1754 is_linear=0 shrinkage=0.000400217 Tree=7473 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=2.08877 2.7879 2.67646 threshold=-0.0063699999999999989 0.11379500000000002 0.085995000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014024760484278287 0.0062155669705202818 -0.014535524133892962 -0.00057672772666036922 leaf_weight=7.5755198963861394 25.455903439079524 2.908716312525029 31.19787481320509 leaf_count=633 994 187 658 internal_value=0 0.00403881 -0.00323701 internal_weight=0 28.3646 38.7734 internal_count=2472 1181 1291 is_linear=0 shrinkage=0.0204111 Tree=7474 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=1.32117 2.24093 threshold=0.16946000000000003 -0.17003499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023319779381375961 0.020794535921549718 0.00053016731907186193 leaf_weight=1.5714853420377028 1.1770488717011165 65.420447083750787 leaf_count=71 20 2366 internal_value=0 -6.72779e-05 internal_weight=0 66.9919 internal_count=2457 2437 is_linear=0 shrinkage=0.0204111 Tree=7475 num_leaves=4 num_cat=0 split_feature=131 46 40 split_gain=2.18006 1.57436 1.38317 threshold=0.08956500000000002 0.084955000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5857677266655871e-06 0.00024466312144978398 -0.0003734268652868277 -0.00039221610917229189 leaf_weight=61.754806683468814 0.56220366596244264 1.7145821158192109 3.6096329263782527 leaf_count=2140 22 41 308 internal_value=0 -7.23865e-06 -0.000302238 internal_weight=0 63.4694 4.17184 internal_count=2511 2181 330 is_linear=0 shrinkage=0.000400217 Tree=7476 num_leaves=4 num_cat=0 split_feature=3 12 47 split_gain=2.2543 3.71445 2.23184 threshold=-0.10175499999999998 0.040165000000000006 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010381540981869105 0.00027800466833937033 -0.01257299743394911 0.017483013566932801 leaf_weight=16.038705706082514 30.84361696202177 13.344319317225652 4.2700771624804466 leaf_count=305 592 1539 31 internal_value=0 -0.00362484 0.00457271 internal_weight=0 44.1879 20.3088 internal_count=2467 2131 336 is_linear=0 shrinkage=0.0204111 Tree=7477 num_leaves=3 num_cat=0 split_feature=15 49 split_gain=1.90594 1.68664 threshold=0.19004500000000002 -0.086904999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011627257775689525 0.016724029242256699 7.2179551419653067e-06 leaf_weight=5.5570129854022516 2.5226011492704847 61.580653687515223 leaf_count=117 29 2354 internal_value=0 -0.000973528 internal_weight=0 67.1377 internal_count=2500 2471 is_linear=0 shrinkage=0.0204111 Tree=7478 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.0525 4.48696 1.52517 threshold=0.090515000000000012 -0.083954999999999988 -0.41417999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010986088099924091 -0.00030981546987739238 -0.00020344509837860457 8.7035101336906947e-05 leaf_weight=12.667308914586103 1.5120824073383108 17.062426327549474 36.275968241188821 leaf_count=367 92 1218 789 internal_value=0 -7.00397e-05 7.02868e-05 internal_weight=0 29.7297 37.7881 internal_count=2466 1585 881 is_linear=0 shrinkage=0.000400217 Tree=7479 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=2.17862 4.67901 1.73682 threshold=0.084020000000000025 0.084050000000000014 0.13130500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019370978736065801 0.059784741280564109 0.0054985355293908694 0.0096570802345550578 leaf_weight=54.137915290444198 0.62100363860372354 7.1412386922002042 5.8643972255813415 leaf_count=1444 4 835 176 internal_value=0 0.01063 -0.000788051 internal_weight=0 7.76224 60.0023 internal_count=2459 839 1620 is_linear=0 shrinkage=0.0204111 Tree=7480 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1.74315 1.86928 threshold=-0.23078999999999997 -0.074249999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00020405324821164023 -7.1391891226430771e-05 6.7946015494454532e-05 leaf_weight=6.6970177141483864 34.448307771231157 27.737495131717878 leaf_count=75 1634 740 internal_value=0 -9.23088e-06 internal_weight=0 62.1858 internal_count=2449 2374 is_linear=0 shrinkage=0.000400217 Tree=7481 num_leaves=3 num_cat=0 split_feature=48 44 split_gain=2.10116 2.12281 threshold=0.12879500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.6682988950021884e-05 -0.00030034875357473189 -0.00050036889894086094 leaf_weight=66.514347729791552 3.653041215524353 1.1846490104217071 leaf_count=2397 70 29 internal_value=0 6.82396e-06 internal_weight=0 67.699 internal_count=2496 2426 is_linear=0 shrinkage=0.000400217 Tree=7482 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=2.04643 3.65438 1.45494 threshold=0.094405000000000003 0.0060650000000000009 0.08449000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016469743961861731 0.00013394124275660445 0.00010623524741483645 -3.0061060929651578e-05 leaf_weight=22.849663225204495 20.628185809273418 12.122672259800309 14.821715441608829 leaf_count=1374 536 367 235 internal_value=0 -7.07431e-05 6.54926e-05 internal_weight=0 34.9723 35.4499 internal_count=2512 1741 771 is_linear=0 shrinkage=0.000400217 Tree=7483 num_leaves=4 num_cat=0 split_feature=1 474 13 split_gain=2.33693 1.87263 1.219 threshold=0.12419000000000001 0.084660000000000027 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024517273683868877 0.022695971366094518 0.0086940609863160271 0.0052985325893115292 leaf_weight=53.161995493732775 2.2936811659819796 7.0088016772024266 5.8918568811495771 leaf_count=1976 124 262 100 internal_value=0 -0.00113971 0.010414 internal_weight=0 60.1708 8.18554 internal_count=2462 2238 224 is_linear=0 shrinkage=0.0204111 Tree=7484 num_leaves=3 num_cat=0 split_feature=3 44 split_gain=1.78599 1.79014 threshold=-0.48702499999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019020854056528935 0.00073417612189264638 -0.018911802693273295 leaf_weight=1.9706431151716959 66.642449073954594 1.877927480789366 leaf_count=26 2413 51 internal_value=0 0.000165767 internal_weight=0 68.5204 internal_count=2490 2464 is_linear=0 shrinkage=0.0204111 Tree=7485 num_leaves=4 num_cat=0 split_feature=15 158 474 split_gain=1.77035 2.30986 2.23997 threshold=-0.095584999999999989 0.090905000000000014 0.088820000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.006924765290720023 0.0034084255227901034 -0.016870767726284111 0.017907361393560004 leaf_weight=17.673454668230082 48.090304112432932 2.3491946942749555 1.5472022190515407 leaf_count=457 1809 159 38 internal_value=0 0.00242866 -0.00483372 internal_weight=0 50.4395 19.2207 internal_count=2463 1968 495 is_linear=0 shrinkage=0.0204111 Tree=7486 num_leaves=4 num_cat=0 split_feature=51 160 48 split_gain=1.99492 2.43768 1.97996 threshold=0.11893500000000001 -1.0000000180025095e-35 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018687082039021182 -0.010623727474408215 0.019068467969298349 -0.022237913138554943 leaf_weight=59.254910394383842 1.4676381105782637 4.3788258875829333 1.634507356641733 leaf_count=2264 79 70 31 internal_value=0 0.0115553 -0.000818537 internal_weight=0 5.84646 60.8894 internal_count=2444 149 2295 is_linear=0 shrinkage=0.0204111 Tree=7487 num_leaves=4 num_cat=0 split_feature=131 457 15 split_gain=1.90037 1.49579 1.18916 threshold=0.092620000000000022 -0.14786499999999997 -0.18239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01609643276393646 0.014612324756927123 0.00028972342832411449 -0.020830657999328414 leaf_weight=2.487460133896092 0.38275138313656532 61.701327487034632 2.4885949556628466 leaf_count=30 40 2171 216 internal_value=0 0.000929231 -0.015735 internal_weight=0 64.1888 2.87135 internal_count=2457 2201 256 is_linear=0 shrinkage=0.0204111 Tree=7488 num_leaves=4 num_cat=0 split_feature=376 2 42 split_gain=1.99334 1.80169 0.62445 threshold=0.048375000000000008 0.12203000000000001 -0.084949999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4065931723682486e-05 3.8685390051113756e-05 0.00015806384562608742 0.00036452224116148536 leaf_weight=55.446428479234783 1.4207252250052986 7.9813884202612817 2.8645686727613784 leaf_count=2091 16 232 107 internal_value=0 -1.83974e-05 0.000260232 internal_weight=0 63.4278 4.28529 internal_count=2446 2323 123 is_linear=0 shrinkage=0.000400217 Tree=7489 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.14818 1.72684 threshold=-0.094929999999999987 0.29113500000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033786044551504445 1.0791647588451017e-05 0.00044050566562744411 leaf_weight=2.6771854219841762 66.199245474056625 1.4208242674358178 leaf_count=45 2418 10 internal_value=0 2.0534e-05 internal_weight=0 67.6201 internal_count=2473 2428 is_linear=0 shrinkage=0.000400217 Tree=7490 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.93938 1.70206 threshold=-0.094929999999999987 -0.029664999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032218653588412453 0.0004142505888034987 3.7556910285100463e-06 leaf_weight=2.7517377823533016 1.5495847591664631 61.676889820227188 leaf_count=46 15 2346 internal_value=0 1.45308e-05 internal_weight=0 63.2265 internal_count=2407 2361 is_linear=0 shrinkage=0.000400217 Tree=7491 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=1.88864 3.16137 1.13684 threshold=-0.25061999999999995 -0.098124999999999976 0.11375500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033703397322142899 -0.00020516110295708286 3.3283079524701182e-05 -0.00011616386851241817 leaf_weight=4.0503599543299051 10.678706906167461 50.891314538541792 1.0655776778439756 leaf_count=165 275 1997 18 internal_value=0 -8.37003e-06 0.000242173 internal_weight=0 61.57 5.11594 internal_count=2455 2272 183 is_linear=0 shrinkage=0.000400217 Tree=7492 num_leaves=4 num_cat=0 split_feature=43 49 160 split_gain=1.73015 3.11579 1.64057 threshold=-0.063379999999999978 0.11115500000000002 -0.085784999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0092333845083349738 -0.0045036538629054804 0.012142208542074236 0.0062479846102869137 leaf_weight=3.1675745530519661 37.358308176813807 5.245317239501218 22.261737284368792 leaf_count=256 1251 110 847 internal_value=0 -0.00242778 0.00428754 internal_weight=0 42.6036 25.4293 internal_count=2464 1361 1103 is_linear=0 shrinkage=0.0204111 Tree=7493 num_leaves=4 num_cat=0 split_feature=160 42 15 split_gain=1.9021 2.04842 1.63039 threshold=0.091625000000000026 -0.108275 -0.085679999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016088153019107085 -0.00070041175242898865 0.0022722939352054611 -0.020621382575265877 leaf_weight=2.5345145621677139 3.7547368589857797 58.563122791858405 3.0461427141663071 leaf_count=121 82 2097 138 internal_value=0 0.00148261 -0.00981258 internal_weight=0 61.0976 6.80088 internal_count=2438 2218 220 is_linear=0 shrinkage=0.0204111 Tree=7494 num_leaves=3 num_cat=0 split_feature=14 124 split_gain=1.76672 1.46325 threshold=0.076175000000000007 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020213204135626129 -0.00041153878319967929 -1.1176406632310925e-05 leaf_weight=5.4879621328182102 1.5504689232175213 64.161087763720388 leaf_count=194 81 2192 internal_value=0 5.92857e-06 internal_weight=0 69.649 internal_count=2467 2386 is_linear=0 shrinkage=0.000400217 Tree=7495 num_leaves=4 num_cat=0 split_feature=457 52 151 split_gain=1.96563 1.98397 0.594478 threshold=0.091015000000000013 -0.080359999999999987 0.032230000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0049162695964202856 0.017460783081071071 -0.0030809150462312506 0.003610018198694347 leaf_weight=18.222602563109831 3.2024999797140472 43.692017396464962 2.2315024278941564 leaf_count=594 78 1764 21 internal_value=0 -0.000722572 0.0119606 internal_weight=0 61.9146 5.434 internal_count=2457 2358 99 is_linear=0 shrinkage=0.0204111 Tree=7496 num_leaves=3 num_cat=0 split_feature=1375 151 split_gain=2.68111 1.58524 threshold=-0.43429999999999996 -0.51118499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057442836129692476 -0.00041475123925558625 1.9183175937332356e-05 leaf_weight=1.1652985160289961 1.2635543223987031 68.606674271780776 leaf_count=13 44 2414 internal_value=0 1.06847e-05 internal_weight=0 69.8702 internal_count=2471 2458 is_linear=0 shrinkage=0.000400217 Tree=7497 num_leaves=4 num_cat=0 split_feature=4 15 48 split_gain=2.34446 2.83839 1.04265 threshold=0.30163500000000004 -0.11689999999999999 0.11376500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030011051421371715 0.00029028964107237818 2.9004358402668677e-05 -1.1046885795969234e-05 leaf_weight=4.4387986442779939 7.241704036940062 53.927669264150154 2.4419348493975122 leaf_count=175 232 2005 26 internal_value=0 3.44832e-06 0.000215044 internal_weight=0 58.3665 9.68364 internal_count=2438 2180 258 is_linear=0 shrinkage=0.000400217 Tree=7498 num_leaves=4 num_cat=0 split_feature=3 47 0 split_gain=2.4185 2.52478 1.68164 threshold=-0.12077499999999998 0.086380000000000012 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00077743195315515743 0.0012889653204964571 -0.0097119873163841446 0.012831091150548202 leaf_weight=5.8901875731171485 40.729924445910456 10.930886661415569 10.402079988154581 leaf_count=130 1894 279 140 internal_value=0 -0.00105469 0.00793944 internal_weight=0 51.6608 16.2923 internal_count=2443 2173 270 is_linear=0 shrinkage=0.0204111 Tree=7499 num_leaves=3 num_cat=0 split_feature=1444 1447 split_gain=1.40348 1.72576 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019667252373869317 -0.020270302187561533 0.00053590710873269772 leaf_weight=1.436135453172027 1.591904135392723 65.651614394963417 leaf_count=29 214 2210 internal_value=0 1.04694e-05 internal_weight=0 67.2435 internal_count=2453 2424 is_linear=0 shrinkage=0.0204111 Tree=7500 num_leaves=4 num_cat=0 split_feature=50 48 12 split_gain=1.54584 1.67611 1.40484 threshold=0.10647500000000001 0.12879500000000002 -0.077034999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026030357394968536 0.016938228562461053 -0.012237842873769876 -0.017980089036605026 leaf_weight=65.259542984673317 0.48480869980994645 3.2220333086761448 2.7411019458199908 leaf_count=2184 17 48 242 internal_value=0 0.00188594 -0.0123402 internal_weight=0 68.4816 3.22591 internal_count=2491 2232 259 is_linear=0 shrinkage=0.0204111 Tree=7501 num_leaves=4 num_cat=0 split_feature=1 48 159 split_gain=3.03726 1.66097 1.4131 threshold=0.13130500000000003 -0.22597999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021864003555860052 -0.0047147353790365663 -0.00027327093779055511 0.021552970772392221 leaf_weight=1.3320812318270316 1.0237040456850079 63.60701576726342 4.1258782326149221 leaf_count=15 15 2268 171 internal_value=0 0.000217677 0.0163419 internal_weight=0 64.9391 5.14958 internal_count=2469 2283 186 is_linear=0 shrinkage=0.0204111 Tree=7502 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=2.35031 3.54578 2.46934 threshold=0.11939500000000002 0.057000000000000002 0.10068500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00092166208295605529 -0.023354227338857433 0.023046408384448144 0.005098971742634806 leaf_weight=58.562078938972263 3.6023386762244618 2.5773502555093719 1.8789329328137681 leaf_count=2311 99 40 18 internal_value=0 0.000129001 -0.0136939 internal_weight=0 61.1394 5.48127 internal_count=2468 2351 117 is_linear=0 shrinkage=0.0204111 Tree=7503 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=1.81227 1.72138 threshold=0.10386000000000002 -0.079269999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027870957614677512 -0.00040579394026138134 8.5155524165701434e-06 leaf_weight=3.8983376098076397 1.4944472972165375 65.003630761322711 leaf_count=150 31 2290 internal_value=0 2.423e-05 internal_weight=0 68.902 internal_count=2471 2440 is_linear=0 shrinkage=0.000400217 Tree=7504 num_leaves=4 num_cat=0 split_feature=0 16 1 split_gain=1.75981 3.57393 2.57651 threshold=-0.074434999999999987 -0.54135999999999995 0.090515000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0084048699276775083 -0.044732102869489795 0.0056551280029112534 0.0019546763948998735 leaf_weight=16.417041035686452 0.48875500023132445 26.311386944631522 25.247121393122143 leaf_count=1226 9 757 475 internal_value=0 0.00455393 -0.00213891 internal_weight=0 26.8001 41.6642 internal_count=2467 766 1701 is_linear=0 shrinkage=0.0204111 Tree=7505 num_leaves=3 num_cat=0 split_feature=9 1444 split_gain=1.85984 1.71398 threshold=-1.0000000180025095e-35 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042372151674529939 0.00039224606129764828 -3.6180255005140941e-05 leaf_weight=1.394150889436786 1.4201612023171026 63.541826125734588 leaf_count=72 26 2382 internal_value=0 -2.61555e-05 internal_weight=0 64.962 internal_count=2480 2408 is_linear=0 shrinkage=0.000400217 Tree=7506 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=1.48112 2.0808 threshold=1.0000000180025095e-35 -0.13314999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.005667863404339721 -0.017836041256595235 -0.0019359242574508999 leaf_weight=22.421546814401154 1.7519740650313895 44.70277752269385 leaf_count=306 47 2131 internal_value=0 0.000609179 internal_weight=0 67.1243 internal_count=2484 2437 is_linear=0 shrinkage=0.0204111 Tree=7507 num_leaves=4 num_cat=0 split_feature=156 403 474 split_gain=1.54701 1.67096 0.86137 threshold=0.091255000000000017 0.090880000000000016 0.088585000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00094836204861031739 -0.02130440543162624 -0.0193728742897772 -0.00063439351629004904 leaf_weight=61.852438521571457 2.0923215465782046 1.6209949887997925 1.3683871248213106 leaf_count=2060 135 202 78 internal_value=0 0.000396195 -0.0134074 internal_weight=0 63.4734 3.46071 internal_count=2475 2262 213 is_linear=0 shrinkage=0.0204111 Tree=7508 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=1.68508 2.73846 1.57129 threshold=0.094435000000000005 -0.12077499999999998 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076674339570217678 0.0083062479517513558 -0.0044872456528895644 -0.0013339018268273247 leaf_weight=10.536689325289442 21.57189905628184 28.003144671052269 10.392118238294641 leaf_count=137 536 1596 197 internal_value=0 -0.0011516 0.00517833 internal_weight=0 38.5398 31.964 internal_count=2466 1733 733 is_linear=0 shrinkage=0.0204111 Tree=7509 num_leaves=3 num_cat=0 split_feature=151 2 split_gain=1.55554 1.82129 threshold=-0.52082499999999987 0.097940000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041483886188065804 -2.1652932542537693e-05 0.00011015426149547206 leaf_weight=1.1603083092350051 41.367157066174514 28.119128517135323 leaf_count=38 1698 742 internal_value=0 3.17771e-05 internal_weight=0 69.4863 internal_count=2478 2440 is_linear=0 shrinkage=0.000400217 Tree=7510 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=2.42281 1.63739 threshold=-0.094929999999999987 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037154948967709015 -0.00023345498306318055 3.4574529106402041e-05 leaf_weight=2.5521447419596361 3.7789690634181161 59.154329382523883 leaf_count=41 404 2021 internal_value=0 1.80941e-05 internal_weight=0 62.9333 internal_count=2466 2425 is_linear=0 shrinkage=0.000400217 Tree=7511 num_leaves=4 num_cat=0 split_feature=52 2 52 split_gain=2.22371 3.34743 2.71731 threshold=-0.088089999999999988 0.10155000000000002 -0.081449999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002754058701587898 0.00034990612934751266 0.00015359171696596412 3.3490361979683193e-05 leaf_weight=8.1525490889171106 4.6599066611961453 4.4099689397153261 49.280251127476276 leaf_count=344 74 182 1862 internal_value=0 -0.000124783 6.14938e-05 internal_weight=0 12.5625 53.9402 internal_count=2462 526 1936 is_linear=0 shrinkage=0.000400217 Tree=7512 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=1.45154 1.48075 threshold=-0.53764999999999985 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023427412551905037 0.004651888191178598 -0.0019671479784432616 leaf_weight=1.0136440279893566 20.151533452186413 46.036400992485596 leaf_count=5 738 1747 internal_value=0 5.2532e-05 internal_weight=0 66.1879 internal_count=2490 2485 is_linear=0 shrinkage=0.0204111 Tree=7513 num_leaves=4 num_cat=0 split_feature=151 4 1374 split_gain=1.64899 3.26749 1.61593 threshold=0.056735000000000001 0.012830000000000003 0.10637000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010192944704337124 -0.025948834000372668 0.0037900991650316575 -0.022232087679168344 leaf_weight=60.365925215315201 2.8550636337022288 3.1470927738700993 1.1595259127207089 leaf_count=2322 67 47 17 internal_value=0 -0.0105721 0.000541503 internal_weight=0 6.00216 61.5255 internal_count=2453 114 2339 is_linear=0 shrinkage=0.0204111 Tree=7514 num_leaves=4 num_cat=0 split_feature=484 150 39 split_gain=1.6243 2.50595 1.93482 threshold=-0.0068949999999999992 0.094605000000000009 -0.046074999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035539679919767382 -0.00036406557221355958 0.00028795433263577086 7.3371124951744128e-05 leaf_weight=3.3926692809509396 1.5517412481858617 1.2452187318122012 64.367823917589703 leaf_count=382 37 15 2014 internal_value=0 -0.000179948 6.2474e-05 internal_weight=0 4.63789 65.9196 internal_count=2448 397 2051 is_linear=0 shrinkage=0.000400217 Tree=7515 num_leaves=4 num_cat=0 split_feature=1 0 42 split_gain=2.26332 2.53029 2.13627 threshold=0.11332500000000002 -0.22961999999999996 0.09202500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0859533302811997e-05 -0.00032940677885779561 0.00021654809473323113 -0.0002766057100160217 leaf_weight=50.193171766256 1.4112108405679453 13.470380989012481 4.4004322435903296 leaf_count=1709 11 360 395 internal_value=0 0.000162702 -1.28299e-05 internal_weight=0 14.8816 54.5936 internal_count=2475 371 2104 is_linear=0 shrinkage=0.000400217 Tree=7516 num_leaves=4 num_cat=0 split_feature=403 1373 4 split_gain=1.87006 1.46564 1.04771 threshold=-0.088654999999999984 0.099250000000000019 0.40780000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041764511195644484 5.9807784804194693e-05 -0.00035729690636171621 0.0003055653259780964 leaf_weight=1.9354185497450083 70.217361772929507 1.265593154093948 0.29671185696497548 leaf_count=316 2165 21 8 internal_value=0 5.18758e-05 -0.000311507 internal_weight=0 71.483 2.23213 internal_count=2510 2186 324 is_linear=0 shrinkage=0.000400217 Tree=7517 num_leaves=4 num_cat=0 split_feature=376 160 1 split_gain=1.87928 1.67345 0.262345 threshold=0.048375000000000008 -0.097529999999999992 0.092550000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011719330914638044 0.0082922067939144566 0.0012740164286978485 0.019946874857386557 leaf_weight=4.328186649030612 1.7055901056155556 58.940024688859012 2.0421375388614251 leaf_count=337 18 1999 100 internal_value=0 0.000366007 0.0150373 internal_weight=0 63.2682 3.74773 internal_count=2454 2336 118 is_linear=0 shrinkage=0.0204111 Tree=7518 num_leaves=3 num_cat=0 split_feature=0 456 split_gain=2.03441 2.03201 threshold=0.15425000000000003 0.085215000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.27063067348201e-05 -0.00033275097176177005 -0.00029068389046431147 leaf_weight=64.487560272781593 2.4939485488866913 2.9561986294756926 leaf_count=2256 38 152 internal_value=0 2.76356e-05 internal_weight=0 67.4438 internal_count=2446 2408 is_linear=0 shrinkage=0.000400217 Tree=7519 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.46035 2.0654 threshold=-0.22896499999999997 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015881830773221514 -0.013426294807823641 -0.00013371080084388794 leaf_weight=2.0467814780276958 5.1708705703495061 62.329390739924747 leaf_count=29 177 2298 internal_value=0 -0.00117254 internal_weight=0 67.5003 internal_count=2504 2475 is_linear=0 shrinkage=0.0204111 Tree=7520 num_leaves=4 num_cat=0 split_feature=41 401 2 split_gain=2.09846 1.79285 0.948699 threshold=0.079885000000000025 0.085900000000000018 0.10731 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3070933592287033e-05 -0.00042030304072192195 -0.0003501031865505267 -8.8798859944498398e-06 leaf_weight=63.568438626603893 2.1353358083179041 1.6177246525185172 1.5030793119804 leaf_count=2138 65 201 33 internal_value=0 5.22344e-05 -0.000255678 internal_weight=0 65.1862 3.63842 internal_count=2437 2339 98 is_linear=0 shrinkage=0.000400217 Tree=7521 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=1.69236 2.91669 2.08839 threshold=-0.063379999999999978 -0.00051499999999999994 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023861541330281189 -0.00037035802015006032 -2.5538494295555851e-06 0.00013354876723353583 leaf_weight=2.5902170936751672 3.6381765456389976 43.666291167101917 23.286074539859328 leaf_count=100 473 940 1032 internal_value=0 -3.16493e-05 9.54276e-05 internal_weight=0 47.3045 25.8763 internal_count=2545 1413 1132 is_linear=0 shrinkage=0.000400217 Tree=7522 num_leaves=4 num_cat=0 split_feature=1 3 131 split_gain=2.06524 2.86902 1.71287 threshold=0.11332500000000002 -0.097754999999999995 0.10216000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4634993129429327e-05 3.9166133413176113e-05 -0.0001507972695413275 0.00046391572985170063 leaf_weight=16.331893764588131 13.024740696826482 32.278354816061892 1.6141070654193743 leaf_count=307 346 1772 31 internal_value=0 -8.18099e-05 8.91657e-05 internal_weight=0 48.6102 14.6388 internal_count=2456 2079 377 is_linear=0 shrinkage=0.000400217 Tree=7523 num_leaves=4 num_cat=0 split_feature=52 43 158 split_gain=2.38819 2.26857 1.21855 threshold=0.17002500000000001 0.2506000000000001 -0.18217999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026237311594636938 0.0004397956418511975 -0.023401803190527627 -0.022363333011150312 leaf_weight=61.4416172096644 1.5464094078670312 1.3164740196907576 2.5166902686460153 leaf_count=2068 75 137 204 internal_value=0 0.00203709 -0.0139055 internal_weight=0 62.7581 4.0631 internal_count=2484 2205 279 is_linear=0 shrinkage=0.0204111 Tree=7524 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=1.86734 2.91359 1.91931 threshold=-0.13170999999999997 0.086105000000000015 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021867409688846044 -0.00018285881157325035 1.486098197938741e-05 -8.562788410043991e-05 leaf_weight=9.2994122965610568 17.678674608737765 36.240318903648586 5.0531840554785949 leaf_count=122 1335 911 138 internal_value=0 -5.02109e-05 0.000111704 internal_weight=0 53.919 14.3526 internal_count=2506 2246 260 is_linear=0 shrinkage=0.000400217 Tree=7525 num_leaves=3 num_cat=0 split_feature=1365 1446 split_gain=1.40223 1.37141 threshold=0.088010000000000019 0.091555000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2581311840719967e-05 -0.00042205071043747728 -0.00041532877450381738 leaf_weight=66.417049287661939 1.0843605852860481 1.0537206023309398 leaf_count=2333 27 108 internal_value=0 1.50655e-05 internal_weight=0 67.4708 internal_count=2468 2441 is_linear=0 shrinkage=0.000400217 Tree=7526 num_leaves=4 num_cat=0 split_feature=43 34 150 split_gain=1.42383 2.79814 1.73284 threshold=-0.063379999999999978 -1.0000000180025095e-35 0.099310000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010414577783773206 -0.000533558483887545 -2.4843708575336913e-05 -0.00026143985215753147 leaf_weight=23.646851889684516 1.6928660159719573 43.270882944410459 2.168878876254893 leaf_count=986 25 1327 107 internal_value=0 -4.52744e-05 7.24351e-05 internal_weight=0 44.9637 25.8157 internal_count=2445 1352 1093 is_linear=0 shrinkage=0.000400217 Tree=7527 num_leaves=4 num_cat=0 split_feature=41 1373 2 split_gain=1.63737 1.54193 0.811995 threshold=0.079885000000000025 -1.0000000180025095e-35 0.11431500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018678906824043062 -0.019778885631839892 0.0022754010957790009 -0.00094099455895903759 leaf_weight=1.3862600605934847 2.1405011122333231 63.672918441462116 1.673016009153798 leaf_count=21 68 2322 28 internal_value=0 0.00179759 -0.0117771 internal_weight=0 65.0592 3.81352 internal_count=2439 2343 96 is_linear=0 shrinkage=0.0204111 Tree=7528 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=2.73122 2.88782 2.81339 threshold=-0.10566999999999999 -0.095804999999999987 -0.061889999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9372096339135448e-05 -0.00020064222784483117 0.00020237717079833224 2.5632856755682558e-05 leaf_weight=12.70417630760585 15.023626716582383 16.925307878991589 20.97819196450655 leaf_count=193 1570 239 457 internal_value=0 9.46556e-05 -6.91215e-05 internal_weight=0 29.6295 36.0018 internal_count=2459 432 2027 is_linear=0 shrinkage=0.000400217 Tree=7529 num_leaves=4 num_cat=0 split_feature=51 1444 12 split_gain=1.80763 1.4661 0.374385 threshold=-0.24953999999999996 -0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.7631907619259536e-05 0.00041427672678405469 1.4199984551345e-05 -0.00042845636873483224 leaf_weight=0.83830367238624637 1.3889013246953243 65.902337873192664 1.5987299797634467 leaf_count=14 29 2300 105 internal_value=0 2.31321e-05 -0.000320217 internal_weight=0 67.2912 2.43703 internal_count=2448 2329 119 is_linear=0 shrinkage=0.000400217 Tree=7530 num_leaves=4 num_cat=0 split_feature=3 13 4 split_gain=1.88795 1.77493 0.480639 threshold=0.18307500000000002 -0.037429999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0055650081828509581 0.0076010862257963573 0.0017613330956688024 0.02282026871071301 leaf_weight=19.971977586623325 2.2624015707115182 43.761121124451165 1.495332930708172 leaf_count=1204 44 1145 72 internal_value=0 -0.000540248 0.0141424 internal_weight=0 63.7331 3.75773 internal_count=2465 2349 116 is_linear=0 shrinkage=0.0204111 Tree=7531 num_leaves=4 num_cat=0 split_feature=457 16 16 split_gain=1.55794 1.78326 1.7157 threshold=0.078435000000000019 -0.094359999999999986 -0.0087549999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048138338123720724 -0.0057415122683783593 0.011606896917289214 0.0022193600940454195 leaf_weight=32.416706805927788 3.4363584091188377 8.1679361259957641 25.908613367844737 leaf_count=1508 51 163 777 internal_value=0 0.00646377 -0.00169136 internal_weight=0 11.6043 58.3253 internal_count=2499 214 2285 is_linear=0 shrinkage=0.0204111 Tree=7532 num_leaves=4 num_cat=0 split_feature=16 43 1 split_gain=1.83591 2.33886 1.83259 threshold=0.26411500000000004 0.16412000000000002 0.13840500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.2013626056437715e-06 -0.00033949970848831066 0.00026204339530275093 0.00038509913317013792 leaf_weight=59.717539003556794 4.693836631393423 1.2298652381214195 2.0053104981634524 leaf_count=2101 279 22 100 internal_value=0 -0.000212064 1.91864e-05 internal_weight=0 5.9237 61.7228 internal_count=2502 301 2201 is_linear=0 shrinkage=0.000400217 Tree=7533 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=1.438 2.33214 1.68411 threshold=0.11588000000000001 0.26538000000000006 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0985726874820934e-05 0.012335486657655987 -0.016448475941499098 -0.0024114164490108203 leaf_weight=49.335621481641283 7.8265694874644378 3.7353026081655107 5.3820264557143673 leaf_count=1881 202 246 115 internal_value=0 -0.00114248 0.00635689 internal_weight=0 53.0709 13.2086 internal_count=2444 2127 317 is_linear=0 shrinkage=0.0204111 Tree=7534 num_leaves=4 num_cat=0 split_feature=1 48 52 split_gain=1.88494 2.2129 1.20753 threshold=0.12419000000000001 0.12649500000000002 0.20803000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00089439391181122803 0.015247952499884324 -0.021943684969317419 -0.0043582617596893093 leaf_weight=59.45370911903683 5.8619678397353701 1.7096629833022223 1.6212259297026319 leaf_count=2190 208 35 17 internal_value=0 0.000217084 0.0109987 internal_weight=0 61.1634 7.48319 internal_count=2450 2225 225 is_linear=0 shrinkage=0.0204111 Tree=7535 num_leaves=3 num_cat=0 split_feature=1444 376 split_gain=1.61645 1.62253 threshold=-0.084274999999999989 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020628108287076955 -0.0015622228774085634 0.01219681057343844 leaf_weight=1.3900713081529819 62.875914610139262 3.6736754309240487 leaf_count=32 2260 122 internal_value=0 -0.000783485 internal_weight=0 66.5496 internal_count=2414 2382 is_linear=0 shrinkage=0.0204111 Tree=7536 num_leaves=3 num_cat=0 split_feature=8 38 split_gain=1.58956 2.14292 threshold=1.0000000180025095e-35 0.084835000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.4998010596157823e-06 0.00032586264090338928 -0.00042207779919967625 leaf_weight=61.954617623195645 2.1616082616092163 1.8912635378765106 leaf_count=2372 51 43 internal_value=0 -1.46754e-05 internal_weight=0 63.8459 internal_count=2466 2415 is_linear=0 shrinkage=0.000400217 Tree=7537 num_leaves=4 num_cat=0 split_feature=1429 43 0 split_gain=1.73142 1.48825 0.158538 threshold=-1.0000000180025095e-35 -0.053524999999999996 -0.14719999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.035177439139294574 0.0046318111857131007 -0.0015371499645446991 -0.014975487084903656 leaf_weight=0.32452407633536495 26.267137552495115 42.50988854613297 0.82976348511146969 leaf_count=12 1098 1305 109 internal_value=0 0.000822582 -0.0232635 internal_weight=0 68.777 1.15429 internal_count=2524 2403 121 is_linear=0 shrinkage=0.0204111 Tree=7538 num_leaves=3 num_cat=0 split_feature=0 43 split_gain=1.79352 1.75715 threshold=0.15285500000000005 -0.063379999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0046593751446152342 -0.014365376008291799 -0.0025297372555507973 leaf_weight=22.630724602667215 3.638949251631856 37.439253568162712 leaf_count=1097 42 1335 internal_value=0 0.000182314 internal_weight=0 60.07 internal_count=2474 2432 is_linear=0 shrinkage=0.0204111 Tree=7539 num_leaves=4 num_cat=0 split_feature=42 43 12 split_gain=1.59709 1.62339 0.75287 threshold=-0.108275 -0.21368999999999996 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.1260316987819259e-05 0.00021250727226071483 1.1005270576033572e-05 -0.00046182021399242192 leaf_weight=1.760847776080481 7.0446441131207385 61.049713361225713 1.3993717765470135 leaf_count=32 105 2179 129 internal_value=0 3.21661e-05 -0.000254088 internal_weight=0 68.0944 3.16022 internal_count=2445 2284 161 is_linear=0 shrinkage=0.000400217 Tree=7540 num_leaves=4 num_cat=0 split_feature=457 49 1210 split_gain=1.69295 1.77106 1.53317 threshold=-0.0046349999999999994 -0.006494999999999999 -0.08107499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031410141860119495 -0.00043106402426217088 0.00010335832266259892 4.7395108542883953e-05 leaf_weight=4.4987434636859689 0.98062693543397372 2.4468584286078103 61.263019977388012 leaf_count=155 107 56 2159 internal_value=0 -0.000167728 3.90967e-05 internal_weight=0 6.9456 62.2436 internal_count=2477 211 2266 is_linear=0 shrinkage=0.000400217 Tree=7541 num_leaves=4 num_cat=0 split_feature=1429 484 43 split_gain=1.33722 1.6006 0.472967 threshold=-1.0000000180025095e-35 0.08654000000000002 -0.080509999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3011724821875407e-05 7.1606098692806916e-05 0.011003327519249664 -0.027359117057068266 leaf_weight=0.3687619058882774 61.218920327917658 6.0278972607011374 0.83414315899699321 leaf_count=41 2152 218 78 internal_value=0 0.00106817 -0.0197165 internal_weight=0 67.2468 1.20291 internal_count=2489 2370 119 is_linear=0 shrinkage=0.0204111 Tree=7542 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.11303 5.86606 2.57335 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038462135018682862 -0.00024894506023178276 6.1920467018808503e-05 7.1025411157711778e-05 leaf_weight=7.6453853550569901 4.3209641623980124 11.938316495950856 43.969944927916004 leaf_count=1131 148 140 1034 internal_value=0 -0.000113603 4.18855e-05 internal_weight=0 19.5837 48.2909 internal_count=2453 1271 1182 is_linear=0 shrinkage=0.000400217 Tree=7543 num_leaves=4 num_cat=0 split_feature=0 4 16 split_gain=1.86332 3.15849 1.80403 threshold=0.022290000000000004 -0.20282499999999995 -0.28154499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024924191275597248 0.02306952537686955 0.00039780066283738922 0.0039667288825803188 leaf_weight=2.0172156888002055 2.5819559059455051 56.670419344217407 9.0345261908369121 leaf_count=36 38 2249 183 internal_value=0 -0.000518373 0.00839235 internal_weight=0 58.6876 11.6165 internal_count=2506 2285 221 is_linear=0 shrinkage=0.0204111 Tree=7544 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=2.84694 4.96823 2.25898 threshold=-0.10674499999999999 -0.074494999999999992 0.057735000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021892285565921739 -0.0002735650426080657 3.8743257581355481e-05 -5.43457030004138e-06 leaf_weight=15.359959268291279 11.291484169747489 28.598146945530971 13.416093888226895 leaf_count=205 1301 745 209 internal_value=0 -5.01796e-05 0.000114706 internal_weight=0 39.8896 28.7761 internal_count=2460 2046 414 is_linear=0 shrinkage=0.000400217 Tree=7545 num_leaves=4 num_cat=0 split_feature=43 4 3 split_gain=3.09582 1.6553 0.713424 threshold=-0.25364999999999993 -0.49367499999999992 -0.047929999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0246109860360549 -0.014067421884074801 0.0020752005600005647 -0.0071488324413958573 leaf_weight=2.1407413194210676 2.6544368459144598 61.34647682067498 1.943027575907762 leaf_count=90 125 2209 26 internal_value=0 0.00138229 -0.0167151 internal_weight=0 64.0009 4.08377 internal_count=2450 2334 116 is_linear=0 shrinkage=0.0204111 Tree=7546 num_leaves=4 num_cat=0 split_feature=133 43 123 split_gain=1.73143 1.66624 1.19187 threshold=0.10637000000000002 0.095890000000000017 0.10173500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5794501485482841e-06 -0.00047752528868744186 0.0002287084517471695 0.0002993809919340397 leaf_weight=61.736999204390486 1.6520033857741498 5.7590693467745941 0.30529687786474813 leaf_count=1922 313 219 17 internal_value=0 2.49651e-05 -0.000346702 internal_weight=0 67.4961 1.9573 internal_count=2471 2141 330 is_linear=0 shrinkage=0.000400217 Tree=7547 num_leaves=3 num_cat=0 split_feature=45 43 split_gain=1.59049 1.66342 threshold=-1.0000000180025095e-35 -0.063379999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020393775683483297 0.0032235929140004629 -0.0034231407390517415 leaf_weight=1.3898018130712433 25.498022644425873 40.381276792773861 leaf_count=21 1110 1352 internal_value=0 -0.000849474 internal_weight=0 65.8793 internal_count=2483 2462 is_linear=0 shrinkage=0.0204111 Tree=7548 num_leaves=4 num_cat=0 split_feature=3 2 1 split_gain=2.97527 2.58502 1.72259 threshold=-0.12118 0.097940000000000013 0.11181500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010497574730101175 -0.0070049589625614424 0.0023383375562863449 -0.0064459439548329341 leaf_weight=12.32206609737659 29.450230695366372 21.096363085320263 3.0476682563312343 leaf_count=208 1533 616 51 internal_value=0 -0.00310885 0.00711552 internal_weight=0 50.5466 15.3697 internal_count=2408 2149 259 is_linear=0 shrinkage=0.0204111 Tree=7549 num_leaves=4 num_cat=0 split_feature=42 124 12 split_gain=1.44755 1.97731 1.8936 threshold=-1.0000000180025095e-35 -0.027784999999999997 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028070695538282855 0.0180616960231402 0.0014314220442963889 -0.019609925037039348 leaf_weight=5.7993098261067626 3.0297565335531536 58.04037182200409 2.9244138676317561 leaf_count=106 153 1631 592 internal_value=0 0.00228801 -0.00655114 internal_weight=0 61.0701 8.72372 internal_count=2482 1784 698 is_linear=0 shrinkage=0.0204111 Tree=7550 num_leaves=3 num_cat=0 split_feature=146 48 split_gain=1.40414 1.36929 threshold=0.10064500000000003 -0.090169999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00029923521349298438 -0.00040891990711887485 1.5290656281468051e-05 leaf_weight=2.7241846668912322 1.0931493267416943 67.102391951261779 leaf_count=41 9 2414 internal_value=0 2.68297e-05 internal_weight=0 69.8266 internal_count=2464 2455 is_linear=0 shrinkage=0.000400217 Tree=7551 num_leaves=4 num_cat=0 split_feature=2 3 15 split_gain=3.34081 3.15922 2.27378 threshold=0.098240000000000008 -0.12496999999999998 0.098605000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011944611015199449 0.00011614770696135306 -0.00015796682721847132 -0.00033176064902468838 leaf_weight=8.3358539050277596 25.839133507417504 29.834192786906897 1.8445834930644185 leaf_count=128 637 1568 111 internal_value=0 -9.72112e-05 8.50871e-05 internal_weight=0 38.17 27.6837 internal_count=2444 1696 748 is_linear=0 shrinkage=0.000400217 Tree=7552 num_leaves=4 num_cat=0 split_feature=4 4 11 split_gain=1.88488 3.99961 3.429 threshold=-0.0026499999999999996 0.0055300000000000011 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011825123558121665 -0.00040444534405108398 7.2230108498770044e-06 -0.00045083188930554398 leaf_weight=32.444352618016637 4.1929065814692867 30.985856311757743 1.6801904543863191 leaf_count=1475 159 706 96 internal_value=0 -4.29707e-05 8.88485e-05 internal_weight=0 35.1788 34.1245 internal_count=2436 865 1571 is_linear=0 shrinkage=0.000400217 Tree=7553 num_leaves=4 num_cat=0 split_feature=160 41 49 split_gain=1.47687 1.49723 0.0750285 threshold=-0.40446999999999994 0.075585000000000013 -0.028439999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012473205283789214 4.4535814119762232e-05 -0.00018088832082625451 -0.00041279880258177841 leaf_weight=0.30472560646012414 62.593527568657009 4.993410008319187 1.1485996733872514 leaf_count=13 2143 124 185 internal_value=0 2.76096e-05 -0.000365641 internal_weight=0 67.5869 1.45333 internal_count=2465 2267 198 is_linear=0 shrinkage=0.000400217 Tree=7554 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=1.63118 2.174 threshold=0.076175000000000007 -0.064549999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026412995382460268 -0.00038442464646202954 -1.0456670929229701e-06 leaf_weight=5.2545796381746177 1.5277849582762417 64.102602075017785 leaf_count=118 81 2270 internal_value=0 1.94377e-05 internal_weight=0 69.3572 internal_count=2469 2388 is_linear=0 shrinkage=0.000400217 Tree=7555 num_leaves=4 num_cat=0 split_feature=52 148 12 split_gain=1.82033 1.51129 0.285131 threshold=-0.40306999999999998 -0.084449999999999983 -0.043589999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028780300518054395 -0.01448488616513278 0.0019161548573931259 -0.020119371660787543 leaf_weight=0.22428499355737619 2.3194792400754514 63.087296561696348 1.8519080622118043 leaf_count=8 58 2136 245 internal_value=0 0.00131078 -0.0176149 internal_weight=0 65.4068 2.07619 internal_count=2447 2194 253 is_linear=0 shrinkage=0.0204111 Tree=7556 num_leaves=4 num_cat=0 split_feature=3 133 0 split_gain=1.77203 1.95188 0.400795 threshold=0.18307500000000002 0.095160000000000008 -0.13538499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2366943334068763e-05 0.00010357830714163026 -0.00026747244137138198 0.00037861126275101333 leaf_weight=62.143417949372633 1.4493232235981852 3.8462884517430203 2.3955142005834196 leaf_count=1946 52 416 60 internal_value=0 5.04886e-06 0.000280802 internal_weight=0 65.9897 3.84484 internal_count=2474 2362 112 is_linear=0 shrinkage=0.000400217 Tree=7557 num_leaves=3 num_cat=0 split_feature=1365 0 split_gain=1.42918 1.52887 threshold=1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0053744075695097435 -0.016217172121454064 -0.00089099559864786045 leaf_weight=27.726343350872412 1.791232284012948 38.834005462843379 leaf_count=413 53 1976 internal_value=0 0.00172356 internal_weight=0 66.5603 internal_count=2442 2389 is_linear=0 shrinkage=0.0204111 Tree=7558 num_leaves=4 num_cat=0 split_feature=157 129 1 split_gain=1.58683 1.60399 1.29251 threshold=-0.083944999999999978 0.089775000000000008 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021804718701843338 0.0020310824414605634 -0.017262725819154112 0.0051298442570636045 leaf_weight=2.1355483755532982 62.274288698185046 1.7370497300180421 1.0537723705056121 leaf_count=167 2103 149 28 internal_value=0 0.00147829 -0.0130332 internal_weight=0 64.0113 3.18932 internal_count=2447 2252 195 is_linear=0 shrinkage=0.0204111 Tree=7559 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=1.88835 2.93795 1.97669 threshold=0.094405000000000003 -0.10092 0.08449000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003635452070128475 0.007167950415521495 -0.0085184710327048125 -0.002967708990711969 leaf_weight=13.19856613468073 18.71411208610516 21.921571493769079 13.87562917445757 leaf_count=171 510 1562 231 internal_value=0 -0.00395384 0.00285714 internal_weight=0 35.1201 32.5897 internal_count=2474 1733 741 is_linear=0 shrinkage=0.0204111 Tree=7560 num_leaves=4 num_cat=0 split_feature=15 1 42 split_gain=1.71961 1.84749 1.76162 threshold=0.097210000000000019 0.13840500000000003 0.097845000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014998072527969586 -0.022598945169670925 0.016454093874711563 0.0053876364205315639 leaf_weight=62.198682767924311 2.5383144953766528 2.924992395892331 1.3928584338427752 leaf_count=2118 187 105 82 internal_value=0 0.000909255 -0.0128084 internal_weight=0 65.1237 3.93117 internal_count=2492 2223 269 is_linear=0 shrinkage=0.0204111 Tree=7561 num_leaves=4 num_cat=0 split_feature=159 2 159 split_gain=1.42816 3.41692 2.19828 threshold=0.091305000000000011 0.113445 0.088255000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5917509260610506e-05 -0.00036766760921710489 0.00029545914381126425 0.00036838034531037341 leaf_weight=60.276355572236298 4.098115070685707 1.6702437844596714 2.8629783137912446 leaf_count=2159 205 100 34 internal_value=0 -0.000173688 3.25233e-05 internal_weight=0 5.76836 63.1393 internal_count=2498 305 2193 is_linear=0 shrinkage=0.000400217 Tree=7562 num_leaves=4 num_cat=0 split_feature=147 1444 150 split_gain=2.03811 1.88863 0.285201 threshold=0.090115000000000015 -0.083894999999999983 0.102565 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040288368217468624 0.00012802437041896177 -5.3122962952794994e-05 0.00037130659506714905 leaf_weight=1.3802210896828899 1.5349363716377404 59.459713085073872 1.8998651567089835 leaf_count=28 34 2346 46 internal_value=0 -4.20569e-05 0.000270063 internal_weight=0 60.8399 3.4348 internal_count=2454 2374 80 is_linear=0 shrinkage=0.000400217 Tree=7563 num_leaves=4 num_cat=0 split_feature=12 48 12 split_gain=2.05897 1.8941 0.843314 threshold=0.12477500000000001 -0.024949999999999996 0.14838000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0086719202520057735 -0.037252470129297964 -0.0026184565555479027 -0.0081007406585086074 leaf_weight=6.8630030066124155 0.81071738509945024 55.04781860739331 0.89453524915734306 leaf_count=145 36 2266 46 internal_value=0 -0.00135349 -0.0234015 internal_weight=0 61.9108 1.70525 internal_count=2493 2411 82 is_linear=0 shrinkage=0.0204111 Tree=7564 num_leaves=4 num_cat=0 split_feature=43 457 11 split_gain=2.0893 2.39678 1.99505 threshold=-0.074459999999999985 -0.22896499999999997 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001214985867213701 0.00046277704573074243 -7.0600582393512453e-05 -0.00029118760029564212 leaf_weight=23.868861253959953 1.2828307189192845 42.480202711577931 1.9297886706008274 leaf_count=929 13 1467 44 internal_value=0 -5.38245e-05 8.95039e-05 internal_weight=0 43.763 25.7986 internal_count=2453 1480 973 is_linear=0 shrinkage=0.000400217 Tree=7565 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=1.75585 1.73884 1.6654 threshold=-0.49367499999999992 -0.012109999999999998 0.053930000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061435235328826873 -0.00026661623243049148 -0.023857936595767563 0.010006188122413544 leaf_weight=1.1571574315894397 57.38900929116835 2.2700361208990207 7.3126037418696788 leaf_count=17 2241 108 96 internal_value=0 -0.0138544 0.000909701 internal_weight=0 3.42719 64.7016 internal_count=2462 125 2337 is_linear=0 shrinkage=0.0204111 Tree=7566 num_leaves=3 num_cat=0 split_feature=0 2 split_gain=1.79801 1.80626 threshold=0.18562500000000001 0.097940000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.4217979746906879e-05 -0.00035016562015943156 6.1974746038165083e-05 leaf_weight=36.605146440916542 2.5832991537754415 27.010675533703761 leaf_count=1709 28 721 internal_value=0 -1.63845e-05 internal_weight=0 63.6158 internal_count=2458 2430 is_linear=0 shrinkage=0.000400217 Tree=7567 num_leaves=4 num_cat=0 split_feature=42 2 376 split_gain=2.71179 2.15011 1.53818 threshold=-0.0044549999999999998 0.10659500000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018112964448921923 0.0012816252568191198 0.0076632004226719706 0.01919846572299232 leaf_weight=5.1204776854719958 55.987289893235356 1.7445443766991955 1.9593276080959174 leaf_count=574 1683 105 113 internal_value=0 -0.0115448 0.0019233 internal_weight=0 6.86502 57.9466 internal_count=2475 679 1796 is_linear=0 shrinkage=0.0204111 Tree=7568 num_leaves=3 num_cat=0 split_feature=1444 1447 split_gain=1.65151 1.54337 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039394300267971128 -0.00039754658391086159 -1.6911263041004083e-05 leaf_weight=1.4131185270234699 1.6439072115917941 61.008012648021122 leaf_count=28 218 2208 internal_value=0 -2.759e-05 internal_weight=0 62.6519 internal_count=2454 2426 is_linear=0 shrinkage=0.000400217 Tree=7569 num_leaves=4 num_cat=0 split_feature=52 1444 12 split_gain=1.86837 1.465 0.238438 threshold=-0.40306999999999998 -0.084274999999999989 -0.043589999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0260191831112964e-05 0.00039923420706578362 1.645656414600619e-06 -0.00039642923385806514 leaf_weight=0.25320411783104679 1.4082820942567185 63.064916860394987 1.9865695255066373 leaf_count=11 28 2205 256 internal_value=0 1.10072e-05 -0.000352154 internal_weight=0 64.4732 2.23977 internal_count=2500 2233 267 is_linear=0 shrinkage=0.000400217 Tree=7570 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=2.34349 2.37935 1.4808 threshold=0.14198000000000002 -0.053009999999999995 -0.032704999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025336481699670633 -0.0086835099986593018 -0.0055996139444049074 0.01928119594243281 leaf_weight=25.810543181925368 0.94525594178321615 35.449096047525018 3.4074935001844997 leaf_count=1131 79 1130 101 internal_value=0 -0.00217445 0.0131428 internal_weight=0 61.2596 4.35275 internal_count=2441 2261 180 is_linear=0 shrinkage=0.0204111 Tree=7571 num_leaves=4 num_cat=0 split_feature=3 43 0 split_gain=1.60012 1.53148 1.05722 threshold=0.18307500000000002 -0.26987499999999992 -0.13314999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017226596334497555 2.6197602311662758e-05 -2.9407427231151262e-05 0.00044582026402097569 leaf_weight=6.6239375121804178 1.7814532099655482 57.557855942232436 2.0163871221375294 leaf_count=108 55 2222 67 internal_value=0 -8.3298e-06 0.000255375 internal_weight=0 64.1818 3.79784 internal_count=2452 2330 122 is_linear=0 shrinkage=0.000400217 Tree=7572 num_leaves=4 num_cat=0 split_feature=43 13 457 split_gain=1.81523 3.51948 2.07695 threshold=0.084965000000000013 -0.43902499999999994 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010871916838171208 0.010268287532607008 -0.020179879840415249 0.0023349797640135027 leaf_weight=5.3358402630328774 2.3174591061651881 4.515911585468074 55.497112078721329 leaf_count=203 34 221 2049 internal_value=0 -0.00985467 0.00115872 internal_weight=0 6.83337 60.833 internal_count=2507 255 2252 is_linear=0 shrinkage=0.0204111 Tree=7573 num_leaves=4 num_cat=0 split_feature=3 43 16 split_gain=1.6315 1.81401 0.437963 threshold=0.18307500000000002 -0.069999999999999993 -0.24404999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0040329219579735079 0.022920362716992139 -0.0030867051467763757 0.0078054329670476132 leaf_weight=24.407503800452105 1.2583727081328109 37.928974454229774 2.3940284730488193 leaf_count=1027 47 1317 67 internal_value=0 -0.000296822 0.0135399 internal_weight=0 62.3365 3.6524 internal_count=2458 2344 114 is_linear=0 shrinkage=0.0204111 Tree=7574 num_leaves=4 num_cat=0 split_feature=13 13 3 split_gain=2.58004 4.83299 2.5296 threshold=-0.084024999999999975 -0.084169999999999981 -0.097754999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016177886793692017 0.002514947627511819 0.039930825717607192 -0.0078975894935193382 leaf_weight=19.480844072029871 14.589961560773189 1.3646226134806045 28.747043967985974 leaf_count=731 284 12 1430 internal_value=0 0.00432584 -0.00439463 internal_weight=0 20.8455 43.337 internal_count=2457 743 1714 is_linear=0 shrinkage=0.0204111 Tree=7575 num_leaves=4 num_cat=0 split_feature=1 159 151 split_gain=2.02936 2.66788 1.47707 threshold=0.104035 0.091305000000000011 -0.081519999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3051308797311901e-06 -0.00011152512828884828 -0.00037000860331790677 0.00014667156487372925 leaf_weight=40.845779860627317 4.1434089573158444 3.3963186945866246 21.956098962953547 leaf_count=1731 85 182 464 internal_value=0 -3.5089e-05 0.00010538 internal_weight=0 44.2421 26.0995 internal_count=2462 1913 549 is_linear=0 shrinkage=0.000400217 Tree=7576 num_leaves=4 num_cat=0 split_feature=43 41 15 split_gain=1.93948 1.92427 0.363771 threshold=-0.40263499999999991 1.0000000180025095e-35 -0.088544999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0063004059510720582 0.0016439798304406206 -0.01177765847122535 -0.022837108393622425 leaf_weight=0.98417042648361563 57.295033871929263 4.7125611994379133 1.6031098902385554 leaf_count=18 2204 129 73 internal_value=0 0.000604549 -0.017069 internal_weight=0 62.0076 2.58728 internal_count=2424 2333 91 is_linear=0 shrinkage=0.0204111 Tree=7577 num_leaves=4 num_cat=0 split_feature=2 13 11 split_gain=1.56691 2.46072 1.64695 threshold=0.097940000000000013 -0.062574999999999978 0.089270000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020427213164669376 9.1949744086508781e-05 1.0010521875969045e-05 -0.00030108424092563206 leaf_weight=12.046927117071389 27.546051023418844 29.160735913039389 1.7118936216011196 leaf_count=896 694 816 57 internal_value=0 -5.30181e-05 6.7893e-05 internal_weight=0 41.2077 29.2579 internal_count=2463 1712 751 is_linear=0 shrinkage=0.000400217 Tree=7578 num_leaves=4 num_cat=0 split_feature=0 1 52 split_gain=1.95992 3.87774 1.58871 threshold=-0.074434999999999987 1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032072763923020607 -0.00037122959695475971 9.1212124031605468e-06 0.00011108417890844018 leaf_weight=6.8299896666940176 1.034642073878788 32.103535849958462 25.714123061830833 leaf_count=982 137 722 598 internal_value=0 -4.9497e-05 9.09586e-05 internal_weight=0 38.9335 26.7488 internal_count=2439 1704 735 is_linear=0 shrinkage=0.000400217 Tree=7579 num_leaves=4 num_cat=0 split_feature=4 43 12 split_gain=2.31945 2.33578 0.698609 threshold=-0.49367499999999992 -0.25364999999999993 -0.065214999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9274725619941016e-05 -0.00029587210137865729 2.0833601459602269e-05 -0.00046889504843569202 leaf_weight=0.86020773183554444 3.8497583108037352 63.668712593243072 2.1345697757496955 leaf_count=11 120 2265 113 internal_value=0 2.31578e-06 -0.000351356 internal_weight=0 67.5185 2.99478 internal_count=2509 2385 124 is_linear=0 shrinkage=0.000400217 Tree=7580 num_leaves=4 num_cat=0 split_feature=43 14 132 split_gain=2.21188 1.75145 0.0719015 threshold=0.25619500000000001 0.076175000000000007 -0.40070499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6007221920750435e-05 -0.00019856471181652649 -0.00038626939407535884 -0.00051738575712791546 leaf_weight=66.474657697481234 0.34595000938361398 1.499796795338624 1.0757277399870862 leaf_count=2223 45 72 96 internal_value=0 2.60702e-05 -0.000459965 internal_weight=0 67.9745 1.42168 internal_count=2436 2295 141 is_linear=0 shrinkage=0.000400217 Tree=7581 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.06408 2.54171 threshold=-0.5356749999999999 -0.4714549999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020404881853561024 0.021323244237934833 0.00061881775425181684 leaf_weight=1.7429920573922562 2.4589562935780114 63.285054674806361 leaf_count=25 49 2432 internal_value=0 0.00142814 internal_weight=0 65.744 internal_count=2506 2481 is_linear=0 shrinkage=0.0204111 Tree=7582 num_leaves=4 num_cat=0 split_feature=484 123 15 split_gain=1.95607 1.63141 1.44477 threshold=-1.0000000180025095e-35 0.087755000000000014 -0.24269999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019713902073678877 0.010861211756222294 0.017283980272998118 -0.00060388524589926901 leaf_weight=3.3063717096774776 4.8713706967500903 0.49215217935852695 56.344450289966062 leaf_count=401 194 9 1862 internal_value=0 -0.0145627 0.000326636 internal_weight=0 3.79852 61.2158 internal_count=2466 410 2056 is_linear=0 shrinkage=0.0204111 Tree=7583 num_leaves=4 num_cat=0 split_feature=1213 475 453 split_gain=1.48095 1.58288 1.47236 threshold=-1.0000000180025095e-35 -0.086004999999999984 0.10071000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035862034354235047 4.2880582837212083e-05 -0.00036475485834736677 -0.00039946599012258261 leaf_weight=0.49392619729042087 63.173263716389556 2.6434612995562921 1.1174012474948529 leaf_count=2 2081 375 16 internal_value=0 -0.000242439 3.45113e-05 internal_weight=0 3.13739 64.2907 internal_count=2474 377 2097 is_linear=0 shrinkage=0.000400217 Tree=7584 num_leaves=4 num_cat=0 split_feature=52 1 151 split_gain=2.10739 3.04906 1.97349 threshold=0.18635500000000002 0.13130500000000003 -0.084084999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5391293553806309e-05 0.00029715270108030418 0.00031282538276462683 -0.00043101885991819332 leaf_weight=59.713700965673524 0.64466066472232375 4.4855369066663107 3.1742436433642061 leaf_count=2009 8 170 265 internal_value=0 -1.25693e-06 -0.000303135 internal_weight=0 64.1992 3.8189 internal_count=2452 2179 273 is_linear=0 shrinkage=0.000400217 Tree=7585 num_leaves=4 num_cat=0 split_feature=484 3 2 split_gain=2.13881 2.04892 1.25921 threshold=-1.0000000180025095e-35 -0.097754999999999995 0.14816000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038072714857270522 0.00010626454804674542 -4.8323588146912715e-05 0.0002347485402826712 leaf_weight=3.5145798327939692 20.276256185317834 41.958781740359427 0.5465087460761423 leaf_count=375 313 1749 13 internal_value=0 2.14182e-06 -0.000293825 internal_weight=0 62.235 4.06109 internal_count=2450 2062 388 is_linear=0 shrinkage=0.000400217 Tree=7586 num_leaves=4 num_cat=0 split_feature=1429 457 43 split_gain=1.59816 1.70721 0.150476 threshold=-1.0000000180025095e-35 -0.0046349999999999994 -0.079184999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013830972096359103 -0.00017521369539566192 4.5194049483666799e-05 -0.00053798127730389001 leaf_weight=0.30076660458962579 6.0883370258306959 61.140058303816659 0.75137308496050426 leaf_count=43 196 2133 83 internal_value=0 2.49753e-05 -0.000448023 internal_weight=0 67.2284 1.05214 internal_count=2455 2329 126 is_linear=0 shrinkage=0.000400217 Tree=7587 num_leaves=4 num_cat=0 split_feature=133 49 123 split_gain=1.89796 1.75145 1.10466 threshold=0.10637000000000002 -0.006494999999999999 0.10850500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003650262548267301 -0.023686640723985755 0.0036239005336319518 0.015028388172728691 leaf_weight=19.543082432523079 1.7926516085644828 46.151665632024105 0.28674784820759658 leaf_count=474 318 1641 16 internal_value=0 0.00145743 -0.0178528 internal_weight=0 65.6947 2.0794 internal_count=2449 2115 334 is_linear=0 shrinkage=0.0204111 Tree=7588 num_leaves=3 num_cat=0 split_feature=38 151 split_gain=2.03683 1.94384 threshold=0.10386000000000002 -0.28286499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019139471070405041 -0.022705281648786844 0.0016316340188480083 leaf_weight=1.8226622120873788 1.4315675577709033 63.249981989054049 leaf_count=61 31 2370 internal_value=0 0.00101797 internal_weight=0 65.0726 internal_count=2462 2431 is_linear=0 shrinkage=0.0204111 Tree=7589 num_leaves=4 num_cat=0 split_feature=4 1 1 split_gain=1.69546 3.26967 2.28294 threshold=-0.083954999999999988 0.078165000000000012 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01216186838331971 -0.0094725694719132256 -0.0068594779457635778 0.0010613900799241536 leaf_weight=11.793669099750334 10.852157679414629 5.4191626019728565 39.193608978304837 leaf_count=288 1017 242 949 internal_value=0 0.0061677 -0.00123889 internal_weight=0 17.2128 50.0458 internal_count=2496 530 1966 is_linear=0 shrinkage=0.0204111 Tree=7590 num_leaves=4 num_cat=0 split_feature=159 401 157 split_gain=1.42528 1.29974 0.674184 threshold=0.11178 0.085410000000000014 -0.04831499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002524890188754222 0.0032860804141104294 -0.015232624451408725 -0.020086042714776691 leaf_weight=66.218347316372274 0.67633817910245886 1.6524886268598482 1.7137822746062727 leaf_count=2136 42 208 86 internal_value=0 0.00206816 -0.0136213 internal_weight=0 67.8708 2.39012 internal_count=2472 2344 128 is_linear=0 shrinkage=0.0204111 Tree=7591 num_leaves=4 num_cat=0 split_feature=1213 11 0 split_gain=2.11169 1.45514 0.693764 threshold=-1.0000000180025095e-35 0.081365000000000007 -0.15687999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013710932031360984 0.0018704581549459595 -0.0099189579227171171 -0.021177633947977451 leaf_weight=0.18800696730613742 60.413695767158515 4.5893870839199726 2.2311995323234433 leaf_count=1 1949 128 389 internal_value=0 0.00102247 -0.0179797 internal_weight=0 65.0031 2.41921 internal_count=2467 2077 390 is_linear=0 shrinkage=0.0204111 Tree=7592 num_leaves=3 num_cat=0 split_feature=9 3 split_gain=2.09502 1.68331 threshold=-1.0000000180025095e-35 -0.097754999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042117189976913265 6.4809284918231839e-05 -6.9411727668309983e-05 leaf_weight=1.6143662039794424 22.193573528586057 45.410961400188171 leaf_count=75 370 2040 internal_value=0 -2.53146e-05 internal_weight=0 67.6045 internal_count=2485 2410 is_linear=0 shrinkage=0.000400217 Tree=7593 num_leaves=4 num_cat=0 split_feature=457 12 0 split_gain=1.6484 2.45144 1.75743 threshold=-0.0046349999999999994 -1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028435156307994125 0.0001008030399224208 -0.00033213418030239854 -3.2915853620677228e-05 leaf_weight=1.2367525040172038 27.650030460406015 4.5156047670097896 36.272162526415741 leaf_count=14 381 177 1920 internal_value=0 -0.000196692 2.50004e-05 internal_weight=0 5.75236 63.9222 internal_count=2492 191 2301 is_linear=0 shrinkage=0.000400217 Tree=7594 num_leaves=4 num_cat=0 split_feature=15 42 50 split_gain=2.25477 2.63228 2.4672 threshold=-0.25061999999999995 0.088465000000000002 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019791393181360362 0.00019206823343146555 -0.01099176962242876 -0.013154346305133091 leaf_weight=3.9533071138721416 51.069451396548175 10.471962101712959 1.1484776725992558 leaf_count=184 1593 678 15 internal_value=0 -0.00172749 0.0122517 internal_weight=0 61.5414 5.10178 internal_count=2470 2271 199 is_linear=0 shrinkage=0.0204111 Tree=7595 num_leaves=4 num_cat=0 split_feature=457 49 2 split_gain=2.53093 1.99252 1.15131 threshold=0.088350000000000026 -0.14917999999999998 0.089965000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011662629536028722 -0.0019894585434654505 -0.0030792128339385922 0.015998373918599051 leaf_weight=3.9895658475288647 2.0610151998116626 55.95317764560059 4.9681507183559006 leaf_count=64 42 2294 79 internal_value=0 -0.00207814 0.0107757 internal_weight=0 59.9427 7.02917 internal_count=2479 2358 121 is_linear=0 shrinkage=0.0204111 Tree=7596 num_leaves=4 num_cat=0 split_feature=15 159 13 split_gain=1.72066 2.03875 1.967 threshold=-0.25061999999999995 -1.0000000180025095e-35 -0.5356749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013317269301985561 -0.022533089603114651 0.017462500046063343 -0.00051230727514867775 leaf_weight=1.050223732483573 1.6276360954507243 4.0946346653381616 59.453487456466974 leaf_count=21 18 173 2270 internal_value=0 0.0110296 -0.00113925 internal_weight=0 5.14486 61.0811 internal_count=2482 194 2288 is_linear=0 shrinkage=0.0204111 Tree=7597 num_leaves=4 num_cat=0 split_feature=2 1444 457 split_gain=1.8735 2.25995 1.49798 threshold=0.097940000000000013 -0.084274999999999989 -0.14786499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041609730695143853 0.00043273516551601925 -8.9547682331103228e-05 4.0435512130422368e-05 leaf_weight=1.3617223882465612 1.5384021980135028 37.390080920305991 28.997249284588179 leaf_count=23 22 1676 743 internal_value=0 -7.06319e-05 6.17085e-05 internal_weight=0 38.7518 30.5357 internal_count=2464 1699 765 is_linear=0 shrinkage=0.000400217 Tree=7598 num_leaves=4 num_cat=0 split_feature=457 1371 16 split_gain=1.80407 2.67591 1.6491 threshold=-0.0046349999999999994 0.089240000000000014 -0.55433999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016745191004094703 -0.02902982736146208 0.015351121829313166 0.0019881837330344493 leaf_weight=4.8402719336154396 0.61041508609923667 1.2897624097240621 64.551410392294201 leaf_count=169 23 21 2280 internal_value=0 -0.00983788 0.00164832 internal_weight=0 6.13003 65.1618 internal_count=2493 190 2303 is_linear=0 shrinkage=0.0204111 Tree=7599 num_leaves=4 num_cat=0 split_feature=41 1446 2 split_gain=1.5957 1.44147 0.969557 threshold=0.079885000000000025 0.083530000000000007 0.10766500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7169289613549661e-05 -0.00042077977164614274 -0.00037948355665771288 -1.9979956641815477e-05 leaf_weight=63.337477055816635 2.0866486845006871 1.3158932502774394 1.746255940175615 leaf_count=2170 68 206 34 internal_value=0 1.82509e-05 -0.000243927 internal_weight=0 64.6534 3.8329 internal_count=2478 2376 102 is_linear=0 shrinkage=0.000400217 Tree=7600 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=1.73766 2.19128 threshold=-0.14917999999999998 -0.10919499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012498963223483693 -0.021516344944849497 -0.00080925224699230367 leaf_weight=3.790068126829282 2.0953395021497263 60.461610049390401 leaf_count=73 32 2354 internal_value=0 -0.00154004 internal_weight=0 62.5569 internal_count=2459 2386 is_linear=0 shrinkage=0.0204111 Tree=7601 num_leaves=4 num_cat=0 split_feature=4 12 52 split_gain=3.3005 1.91848 0.26336 threshold=-0.49367499999999992 0.11610500000000001 0.090715000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011513962240905385 0.0011831119017485933 -0.017601473514483268 -0.026290150063444834 leaf_weight=1.0653164836403441 61.977077057504175 2.2389689508809161 1.8092668654280712 leaf_count=105 2230 125 22 internal_value=0 0.000498668 -0.0214511 internal_weight=0 64.216 2.87458 internal_count=2482 2355 127 is_linear=0 shrinkage=0.0204111 Tree=7602 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=1.59707 2.71055 1.49074 threshold=0.094405000000000003 0.098735000000000003 -0.52595999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010444455320967822 -0.0047475176519677373 -0.024592593403462377 0.0060555041194317455 leaf_weight=33.240149721726539 6.6427932228252784 2.058339914547104 25.280003083866177 leaf_count=1478 98 239 669 internal_value=0 -0.00249101 0.00379877 internal_weight=0 35.2985 31.9228 internal_count=2484 1717 767 is_linear=0 shrinkage=0.0204111 Tree=7603 num_leaves=3 num_cat=0 split_feature=44 39 split_gain=1.93594 1.74081 threshold=1.0000000180025095e-35 0.11593500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.4403110992760765e-05 -0.00042211339996647471 0.00035014839871677612 leaf_weight=61.957309107201581 1.6953002898371767 2.0595365221088278 leaf_count=2369 46 47 internal_value=0 -2.08396e-06 internal_weight=0 64.0168 internal_count=2462 2416 is_linear=0 shrinkage=0.000400217 Tree=7604 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=1.6723 1.90778 threshold=-0.52412999999999987 -0.10161999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033819152693965771 6.5314660556725914e-05 -7.0853039217182881e-05 leaf_weight=2.2604306119610547 32.346726106988172 33.367946135709644 leaf_count=22 477 2000 internal_value=0 -3.83014e-06 internal_weight=0 65.7147 internal_count=2499 2477 is_linear=0 shrinkage=0.000400217 Tree=7605 num_leaves=3 num_cat=0 split_feature=38 43 split_gain=1.73244 2.18553 threshold=0.084835000000000008 -0.26987499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025598711736230163 -0.00033074220126940053 -4.1035441791758026e-06 leaf_weight=5.5469052298140005 2.2491413473617277 60.464613846260363 leaf_count=108 45 2292 internal_value=0 1.81482e-05 internal_weight=0 66.0115 internal_count=2445 2400 is_linear=0 shrinkage=0.000400217 Tree=7606 num_leaves=4 num_cat=0 split_feature=130 1210 132 split_gain=1.62342 1.48265 0.619509 threshold=1.0000000180025095e-35 -0.08107499999999998 0.088210000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021941653717640668 -0.022921004865473896 0.0023751021889776647 0.0062909653741040246 leaf_weight=0.95068700917545257 1.4136584984071294 64.137439676552276 0.32542390454909753 leaf_count=84 256 2044 40 internal_value=0 0.00198286 -0.0174049 internal_weight=0 65.0881 1.73908 internal_count=2424 2128 296 is_linear=0 shrinkage=0.0204111 Tree=7607 num_leaves=3 num_cat=0 split_feature=1444 13 split_gain=1.94462 1.34695 threshold=-0.084274999999999989 -0.47860499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044892480413030093 0.00021266467922766434 -3.324710970332588e-05 leaf_weight=1.3402026747353364 3.6721120832826264 62.485138058455505 leaf_count=25 66 2409 internal_value=0 -1.92613e-05 internal_weight=0 66.1573 internal_count=2500 2475 is_linear=0 shrinkage=0.000400217 Tree=7608 num_leaves=4 num_cat=0 split_feature=2 51 150 split_gain=1.9938 2.51294 2.39682 threshold=0.092135000000000009 -0.090074999999999988 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001333587956102149 -5.0088583468671634e-06 -0.00014495125948145942 0.00025222751717302391 leaf_weight=6.4187025052087838 27.417897796058242 25.601007806408234 7.2456333038007861 leaf_count=150 851 1348 144 internal_value=0 -8.88907e-05 4.93996e-05 internal_weight=0 32.0197 34.6635 internal_count=2493 1498 995 is_linear=0 shrinkage=0.000400217 Tree=7609 num_leaves=3 num_cat=0 split_feature=146 403 split_gain=1.63381 1.52799 threshold=0.10064500000000003 -0.088654999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014640530708497962 -0.023367758838202513 0.0018680899998925707 leaf_weight=2.3109476800873372 1.0273210965096939 65.359435634539295 leaf_count=318 9 2166 internal_value=0 0.00128107 internal_weight=0 67.6704 internal_count=2493 2484 is_linear=0 shrinkage=0.0204111 Tree=7610 num_leaves=4 num_cat=0 split_feature=3 3 40 split_gain=2.43711 1.86208 0.871688 threshold=0.18307500000000002 -0.097754999999999995 -0.049804999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035369655337730752 0.00037969286192799745 -0.0041334682982373649 0.021761681074962996 leaf_weight=19.20685083348144 1.1479542122688147 41.473244960601733 2.4962764265001161 leaf_count=357 11 2001 105 internal_value=0 -0.00170353 0.0152383 internal_weight=0 60.6801 3.64423 internal_count=2474 2358 116 is_linear=0 shrinkage=0.0204111 Tree=7611 num_leaves=3 num_cat=0 split_feature=51 1444 split_gain=1.51559 1.35058 threshold=-0.40274499999999996 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020302432039305741 0.018882620577288119 -0.0001968253589465274 leaf_weight=1.4168720581728838 1.4705707937828254 66.293544492020374 leaf_count=96 29 2376 internal_value=0 0.000247689 internal_weight=0 67.7641 internal_count=2501 2405 is_linear=0 shrinkage=0.0204111 Tree=7612 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=1.57517 1.31772 threshold=-0.52412999999999987 0.095510000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003427684582274688 -4.1456185883568552e-05 7.0866318341912126e-05 leaf_weight=2.2544821025803676 36.060779972197452 31.015203822893454 leaf_count=22 1751 720 internal_value=0 1.05121e-05 internal_weight=0 67.076 internal_count=2493 2471 is_linear=0 shrinkage=0.000400217 Tree=7613 num_leaves=4 num_cat=0 split_feature=52 49 48 split_gain=2.02929 3.24075 2.33004 threshold=0.060835000000000007 -0.077819999999999986 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6300487800274725e-05 -0.00049431244038012387 0.00016065792940167062 -0.00039225426190859293 leaf_weight=46.13353438017748 1.1907754245912681 17.611874786368389 2.6897073201434969 leaf_count=1568 28 835 55 internal_value=0 0.000116498 -3.78622e-05 internal_weight=0 18.8027 48.8232 internal_count=2486 863 1623 is_linear=0 shrinkage=0.000400217 Tree=7614 num_leaves=4 num_cat=0 split_feature=131 39 456 split_gain=1.99494 2.86485 1.74099 threshold=0.084390000000000007 0.084155000000000021 0.087485000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012574164714263085 -0.020641086979462226 0.011782107911597966 -0.016739387511642095 leaf_weight=57.186602104754911 4.1291070448332894 1.4669478165305916 2.218665394550043 leaf_count=1989 347 43 105 internal_value=0 -0.0120773 0.000555046 internal_weight=0 5.59605 59.4053 internal_count=2484 390 2094 is_linear=0 shrinkage=0.0204111 Tree=7615 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=1.44666 1.9142 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2301862483148856e-05 0.00031283620204551355 -0.00038837136372452916 leaf_weight=65.749745854477169 2.3528392037260337 1.8549130677711207 leaf_count=2399 47 29 internal_value=0 6.84344e-07 internal_weight=0 67.6047 internal_count=2475 2428 is_linear=0 shrinkage=0.000400217 Tree=7616 num_leaves=4 num_cat=0 split_feature=1213 43 157 split_gain=1.55117 1.32289 0.728532 threshold=-1.0000000180025095e-35 -0.50992999999999988 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026968035501628742 0.00025027606930730204 5.8385365058009364e-06 -0.00035274303168310659 leaf_weight=0.25895734108053181 3.6465016069196272 62.949146459431176 2.4298624651410128 leaf_count=6 40 2032 391 internal_value=0 1.96205e-05 -0.000284413 internal_weight=0 66.5956 2.68882 internal_count=2469 2072 397 is_linear=0 shrinkage=0.000400217 Tree=7617 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=1.90665 4.39784 1.67871 threshold=0.077765000000000015 -0.16772499999999999 0.097665000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011334208463136741 8.9879723806269408e-05 -0.0002723734214644333 -7.5347362168329908e-05 leaf_weight=8.2859462233464019 35.150136637507785 10.786151660919584 13.569737193269246 leaf_count=63 926 1212 238 internal_value=0 -0.000105114 4.37925e-05 internal_weight=0 19.0721 48.7199 internal_count=2439 1275 1164 is_linear=0 shrinkage=0.000400217 Tree=7618 num_leaves=4 num_cat=0 split_feature=42 1 43 split_gain=1.34824 4.53333 1.92408 threshold=0.084050000000000014 0.077845000000000011 0.095890000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7992514641414235e-05 -0.00040865715672236538 4.1735033807073446e-05 0.00028489116544898845 leaf_weight=47.809087652631206 4.8791808551095555 12.595208358347007 4.6471175826354729 leaf_count=1205 667 471 150 internal_value=0 -8.58241e-05 4.21936e-05 internal_weight=0 17.4744 52.4562 internal_count=2493 1138 1355 is_linear=0 shrinkage=0.000400217 Tree=7619 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.93602 2.11899 threshold=-0.5356749999999999 -0.47860499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039571021266691356 0.00040162100797516459 9.020232163782475e-06 leaf_weight=1.7113248803507293 2.1666749671749121 65.680766229940218 leaf_count=24 40 2415 internal_value=0 2.21988e-05 internal_weight=0 67.8474 internal_count=2479 2455 is_linear=0 shrinkage=0.000400217 Tree=7620 num_leaves=4 num_cat=0 split_feature=156 42 0 split_gain=1.56885 1.55112 0.722213 threshold=0.091255000000000017 -1.0000000180025095e-35 -0.13110499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016898277999506171 -0.00055071952564475848 2.5743893474538398e-05 -0.0001457597404790496 leaf_weight=7.3194043943544775 0.94336199915505892 55.273690210005952 2.5234164379744461 leaf_count=657 26 1605 181 internal_value=0 2.7122e-06 -0.000269738 internal_weight=0 62.5931 3.46678 internal_count=2469 2262 207 is_linear=0 shrinkage=0.000400217 Tree=7621 num_leaves=3 num_cat=0 split_feature=49 45 split_gain=1.55662 1.51031 threshold=-0.19998499999999997 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00024423169378857913 0.00039934625025714023 -3.9430296754200342e-05 leaf_weight=3.3500164145953013 1.169768702238797 65.258428340369392 leaf_count=48 8 2407 internal_value=0 -3.10447e-05 internal_weight=0 66.4282 internal_count=2463 2415 is_linear=0 shrinkage=0.000400217 Tree=7622 num_leaves=4 num_cat=0 split_feature=43 34 42 split_gain=1.94182 2.62461 2.16214 threshold=-0.069999999999999993 -1.0000000180025095e-35 -0.25626499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022925246824138275 -0.028562007203818005 -0.0017880778583994948 0.0059640689781376944 leaf_weight=1.0260338167645411 1.4737608788054775 40.81372848283263 21.909884583217263 leaf_count=14 23 1409 1016 internal_value=0 -0.00279414 0.00456662 internal_weight=0 42.2875 22.9359 internal_count=2462 1432 1030 is_linear=0 shrinkage=0.0204111 Tree=7623 num_leaves=3 num_cat=0 split_feature=146 48 split_gain=1.6677 2.0699 threshold=0.086030000000000009 -0.024949999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024659612612639705 -0.00041481814970886874 -1.7140003417113617e-06 leaf_weight=5.7843359115358899 1.3303813146776509 61.054690578393092 leaf_count=126 20 2332 internal_value=0 2.01515e-05 internal_weight=0 66.839 internal_count=2478 2458 is_linear=0 shrinkage=0.000400217 Tree=7624 num_leaves=3 num_cat=0 split_feature=46 1444 split_gain=1.62067 1.5677 threshold=0.084955000000000017 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021138903550226549 -0.021569787611533345 -8.9697152376949144e-05 leaf_weight=1.3696141826221708 1.3198691223224148 66.431490244893666 leaf_count=29 30 2377 internal_value=0 0.000373275 internal_weight=0 67.8011 internal_count=2436 2406 is_linear=0 shrinkage=0.0204111 Tree=7625 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=1.98308 1.64084 threshold=-0.51412499999999983 0.17002500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015880652207171407 0.0006768046948420857 -0.012701357877618809 leaf_weight=3.2723404639582432 62.941015487455843 3.9538225982655595 leaf_count=36 2128 279 internal_value=0 -0.000133815 internal_weight=0 66.8948 internal_count=2443 2407 is_linear=0 shrinkage=0.0204111 Tree=7626 num_leaves=4 num_cat=0 split_feature=150 1 49 split_gain=1.98446 2.93685 2.22637 threshold=0.081245000000000026 0.085995000000000016 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024760998069648608 -0.00021291839982502856 0.00020995531342093393 1.9517414965847687e-06 leaf_weight=6.4431109753859337 3.164711304241794 13.49855145481706 45.243921086998853 leaf_count=191 104 228 1940 internal_value=0 0.000128757 -2.96257e-05 internal_weight=0 16.6633 51.687 internal_count=2463 332 2131 is_linear=0 shrinkage=0.000400217 Tree=7627 num_leaves=4 num_cat=0 split_feature=43 0 15 split_gain=1.66994 1.6296 1.08361 threshold=0.14198000000000002 -0.10674499999999999 -0.032704999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.3113999516756121e-05 -0.00011157044135707454 -5.3243624839980909e-05 0.00035888062050726683 leaf_weight=29.827346854652205 0.94992742605063529 35.901484605018595 3.4248008653521529 leaf_count=412 88 1854 97 internal_value=0 4.12353e-06 0.000256492 internal_weight=0 65.7288 4.37473 internal_count=2451 2266 185 is_linear=0 shrinkage=0.000400217 Tree=7628 num_leaves=4 num_cat=0 split_feature=131 403 12 split_gain=1.5943 1.69436 1.39808 threshold=0.089305000000000009 0.090880000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1493191562654571e-05 0.00017200465774857833 -0.00040317734269343982 -0.00031972606497733742 leaf_weight=60.082516672476686 1.1396441338492875 1.2931723444380612 3.7441709952454394 leaf_count=1977 51 171 282 internal_value=0 3.1407e-05 -0.000203697 internal_weight=0 61.3757 4.88382 internal_count=2481 2148 333 is_linear=0 shrinkage=0.000400217 Tree=7629 num_leaves=4 num_cat=0 split_feature=51 48 48 split_gain=2.15839 2.19749 1.73338 threshold=0.094975000000000018 0.12933000000000003 0.086870000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6712558490957841e-05 -6.6213053431369895e-05 -0.00045268477011297054 0.00029157120350913063 leaf_weight=54.739094235937955 3.3086996388542484 1.9001070138101557 5.9942968283612572 leaf_count=2200 152 33 108 internal_value=0 -4.18678e-05 0.000165048 internal_weight=0 56.6392 9.303 internal_count=2493 2233 260 is_linear=0 shrinkage=0.000400217 Tree=7630 num_leaves=3 num_cat=0 split_feature=133 1 split_gain=1.77006 1.9021 threshold=-0.39935999999999994 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025082454470837699 -0.0012615854734598876 0.0056378718372065524 leaf_weight=0.90608419427962772 34.714908541761815 31.814494758184082 leaf_count=141 1620 727 internal_value=0 0.00204168 internal_weight=0 66.5294 internal_count=2488 2347 is_linear=0 shrinkage=0.0204111 Tree=7631 num_leaves=4 num_cat=0 split_feature=403 159 15 split_gain=1.65544 1.45715 0.0908398 threshold=0.090880000000000016 0.11259000000000001 -0.091214999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025615379933273327 -0.0041015488798945106 -0.013581792037056086 -0.020562738579350603 leaf_weight=61.194535448350962 0.22581547620393383 2.3112415454179418 1.3360259546407167 leaf_count=2083 41 129 165 internal_value=0 0.00195114 -0.0186163 internal_weight=0 63.5058 1.56184 internal_count=2418 2212 206 is_linear=0 shrinkage=0.0204111 Tree=7632 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.61921 2.14928 threshold=-0.51412499999999983 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026533954408095408 -0.00037722744779930013 2.6618138752017663e-06 leaf_weight=3.4448020099298438 2.3700952073268118 61.246947694429764 leaf_count=42 113 2316 internal_value=0 -1.21291e-05 internal_weight=0 63.617 internal_count=2471 2429 is_linear=0 shrinkage=0.000400217 Tree=7633 num_leaves=3 num_cat=0 split_feature=1374 480 split_gain=1.64659 1.33827 threshold=-0.094929999999999987 0.084710000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015375727902389259 0.0012351372473202538 -0.016435997416805872 leaf_weight=2.6430219579779068 62.946730153288627 1.7257114420372079 leaf_count=44 2258 190 internal_value=0 0.000736011 internal_weight=0 64.6724 internal_count=2492 2448 is_linear=0 shrinkage=0.0204111 Tree=7634 num_leaves=3 num_cat=0 split_feature=148 1132 split_gain=1.57686 1.43569 threshold=0.090290000000000023 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021655441207782164 -0.021799797775175773 0.0011660457324283037 leaf_weight=1.0572808401193459 1.2041882097983023 64.797846487859715 leaf_count=18 22 2428 internal_value=0 0.00076352 internal_weight=0 65.8551 internal_count=2468 2446 is_linear=0 shrinkage=0.0204111 Tree=7635 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=1.82549 1.7569 threshold=-1.0000000180025095e-35 -0.095804999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019985987233353951 -0.0037762692959001777 0.0037909863370192368 leaf_weight=1.5409575814132939 17.442360646280576 46.986685638744348 leaf_count=233 470 1752 internal_value=0 0.00173937 internal_weight=0 64.429 internal_count=2455 2222 is_linear=0 shrinkage=0.0204111 Tree=7636 num_leaves=4 num_cat=0 split_feature=13 16 2 split_gain=1.84744 2.15238 1.56107 threshold=-0.10939499999999998 -0.44470499999999996 0.11745000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023258198655016468 -0.00023689927732911583 1.6077756268717015e-05 -0.00013120459064501098 leaf_weight=9.5103777751901344 5.9607535068353164 47.617492542074615 2.2731388924476041 leaf_count=146 174 2044 84 internal_value=0 -1.25021e-05 0.00016183 internal_weight=0 53.5782 11.7835 internal_count=2448 2218 230 is_linear=0 shrinkage=0.000400217 Tree=7637 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.62698 1.47059 threshold=-0.15747999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017310636840808465 -0.012076853956799553 0.00071283857942588979 leaf_weight=2.2123844271700355 3.8770506633009054 61.227303634861528 leaf_count=26 161 2295 internal_value=0 -6.82313e-05 internal_weight=0 65.1044 internal_count=2482 2456 is_linear=0 shrinkage=0.0204111 Tree=7638 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=1.46735 5.47915 1.75445 threshold=1.0000000180025095e-35 -0.029219999999999999 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0848610413875041e-05 9.0467734534039671e-05 -0.00034624500895199612 -8.1252227394877532e-05 leaf_weight=12.590617236776781 36.74315046317497 7.643193638228694 12.756349353840049 leaf_count=669 930 601 241 internal_value=0 -8.15009e-05 4.61309e-05 internal_weight=0 20.2338 49.4995 internal_count=2441 1270 1171 is_linear=0 shrinkage=0.000400217 Tree=7639 num_leaves=3 num_cat=0 split_feature=45 52 split_gain=1.4446 1.63006 threshold=-1.0000000180025095e-35 0.060835000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020353457532225366 -0.0025987572737242452 0.0046475879609612272 leaf_weight=1.298560332332271 45.204380830364244 17.987235432459784 leaf_count=18 1583 858 internal_value=0 -0.000531543 internal_weight=0 63.1916 internal_count=2459 2441 is_linear=0 shrinkage=0.0204111 Tree=7640 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=1.89499 1.63901 threshold=0.086000000000000007 -0.23025999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016898992854172645 -0.00036950556263942025 -8.2316566632360108e-06 leaf_weight=9.636091059073804 1.9817536307091348 58.586896355842327 leaf_count=80 62 2343 internal_value=0 1.70357e-05 internal_weight=0 68.223 internal_count=2485 2423 is_linear=0 shrinkage=0.000400217 Tree=7641 num_leaves=3 num_cat=0 split_feature=42 1456 split_gain=1.67126 1.40385 threshold=-0.25626499999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044375639373985367 2.4987742408620165e-05 -0.00032492302357299731 leaf_weight=1.1845456262817595 64.44506204914569 1.7785554523234157 leaf_count=19 2241 217 internal_value=0 1.50577e-05 internal_weight=0 66.2236 internal_count=2477 2458 is_linear=0 shrinkage=0.000400217 Tree=7642 num_leaves=4 num_cat=0 split_feature=133 155 15 split_gain=1.52112 1.42224 0.386615 threshold=0.11253500000000001 0.088610000000000008 -0.12431499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1898749286437548e-05 0.0001568222652428369 -0.00036671588927328949 -0.00043065686220717704 leaf_weight=66.450622280775406 0.14668941649142642 1.3536904208103795 1.3770281497218082 leaf_count=2001 26 146 272 internal_value=0 2.33491e-05 -0.000367236 internal_weight=0 67.8043 1.52372 internal_count=2445 2147 298 is_linear=0 shrinkage=0.000400217 Tree=7643 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=1.54633 2.04235 threshold=0.076175000000000007 -0.097754999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.679148613530927e-05 -0.00040919377214122566 -5.8764766898537664e-05 leaf_weight=18.735313056531595 1.5200153745154228 47.721697153507193 leaf_count=318 75 2106 internal_value=0 -1.48219e-05 internal_weight=0 66.457 internal_count=2499 2424 is_linear=0 shrinkage=0.000400217 Tree=7644 num_leaves=4 num_cat=0 split_feature=16 150 15 split_gain=2.02962 2.68595 2.40208 threshold=-0.071899999999999978 -0.029954999999999999 -0.095804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0034839684132784566 0.014159636152527183 -0.0051827939071548371 0.0082189840447928885 leaf_weight=11.533142971209601 3.2038523571682154 30.760798937374602 19.590299270541436 leaf_count=305 65 1236 848 internal_value=0 -0.00331771 0.00388538 internal_weight=0 33.9647 31.1234 internal_count=2454 1301 1153 is_linear=0 shrinkage=0.0204111 Tree=7645 num_leaves=4 num_cat=0 split_feature=1 4 2 split_gain=3.70665 6.94543 1.72806 threshold=1.0000000180025095e-35 -0.10092 0.13754500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4881818908351412e-05 3.4074237053981858e-05 -0.00039420598839278321 0.00032079522722664708 leaf_weight=10.571729051429431 44.142983357349294 9.5256351018238075 3.5371987922626422 leaf_count=74 1086 1221 125 internal_value=0 -0.000148406 5.60466e-05 internal_weight=0 20.0974 47.6802 internal_count=2506 1295 1211 is_linear=0 shrinkage=0.000400217 Tree=7646 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=1.74107 1.89927 threshold=-0.084274999999999989 0.098950000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037694218502960753 -0.00011405057212248831 2.7518453393396699e-05 leaf_weight=1.4250306914618693 35.902538152836314 26.174581550410949 leaf_count=25 1768 624 internal_value=0 -5.44165e-05 internal_weight=0 62.0771 internal_count=2417 2392 is_linear=0 shrinkage=0.000400217 Tree=7647 num_leaves=3 num_cat=0 split_feature=1444 31 split_gain=1.44364 1.33387 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020343002500678935 0.02071678133025635 -0.00034644265970261673 leaf_weight=1.3813098913669808 1.1647490102441214 66.067989460043464 leaf_count=28 74 2366 internal_value=0 5.22966e-05 internal_weight=0 67.2327 internal_count=2468 2440 is_linear=0 shrinkage=0.0204111 Tree=7648 num_leaves=3 num_cat=0 split_feature=52 14 split_gain=2.16129 1.50573 threshold=-0.40306999999999998 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003950318396298445 3.2347502724899009e-05 -0.00033450991100661729 leaf_weight=1.9397508635738621 63.85108912596661 1.7321398652647975 leaf_count=242 2164 80 internal_value=0 2.21047e-05 internal_weight=0 65.5832 internal_count=2486 2244 is_linear=0 shrinkage=0.000400217 Tree=7649 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=1.84369 1.52653 threshold=-0.40306999999999998 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039472837896167189 -5.9831390160706135e-05 6.36236562977585e-05 leaf_weight=1.875820171453596 34.969940290983686 29.449231266637071 leaf_count=250 1597 652 internal_value=0 -3.38143e-06 internal_weight=0 64.4192 internal_count=2499 2249 is_linear=0 shrinkage=0.000400217 Tree=7650 num_leaves=4 num_cat=0 split_feature=156 159 133 split_gain=1.51422 1.89441 1.60826 threshold=0.091255000000000017 0.11792500000000002 -0.39935999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025301466986702575 -0.017708244421845234 0.015262749150067839 0.0025615962832876921 leaf_weight=0.76373713562725143 3.1705014224498873 0.83881946209294245 63.025387905317984 leaf_count=131 187 28 2133 internal_value=0 -0.0105829 0.00218425 internal_weight=0 4.00932 63.7891 internal_count=2479 215 2264 is_linear=0 shrinkage=0.0204111 Tree=7651 num_leaves=4 num_cat=0 split_feature=12 49 0 split_gain=2.5941 2.68492 2.01037 threshold=0.084045000000000022 -0.14917999999999998 -0.084674999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.063246135109427e-06 0.00022645583206419532 -0.00014221309487405629 0.00019612733827525794 leaf_weight=25.632864142840845 3.5598375367408179 23.142003137250413 13.12894353770025 leaf_count=477 43 1612 315 internal_value=0 -9.23225e-05 6.94945e-05 internal_weight=0 26.7018 38.7618 internal_count=2447 1655 792 is_linear=0 shrinkage=0.000400217 Tree=7652 num_leaves=4 num_cat=0 split_feature=131 43 15 split_gain=2.64307 2.06109 0.0438245 threshold=0.092225000000000015 0.0036400000000000004 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011863706124198828 -0.0086642437295342736 0.0083042892275839823 -0.020473794713575157 leaf_weight=49.481714604979061 0.38739014194470689 11.690563476702662 2.4200754657395001 leaf_count=1783 45 397 213 internal_value=0 0.000639237 -0.019239 internal_weight=0 61.1723 2.80747 internal_count=2438 2180 258 is_linear=0 shrinkage=0.0204111 Tree=7653 num_leaves=4 num_cat=0 split_feature=484 148 456 split_gain=1.90675 1.65924 0.588535 threshold=-0.082244999999999985 -0.084064999999999987 0.088760000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044837665857933842 -0.00033186920574365653 2.8641606710279817e-05 4.3464742941055243e-05 leaf_weight=1.7830635498539771 2.0016604553093194 62.97953309501645 0.46708742717237317 leaf_count=230 49 2168 18 internal_value=0 1.69848e-05 -0.000349059 internal_weight=0 64.9812 2.25015 internal_count=2465 2217 248 is_linear=0 shrinkage=0.000400217 Tree=7654 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=1.85922 1.75644 threshold=-0.094929999999999987 -0.10566999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01480216658679075 0.0057341588630994743 -0.00099798026234745743 leaf_weight=2.8148714478011234 27.668927999445259 38.48573854820097 leaf_count=46 428 2023 internal_value=0 0.00182264 internal_weight=0 66.1547 internal_count=2497 2451 is_linear=0 shrinkage=0.0204111 Tree=7655 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=1.795 1.56755 threshold=-0.50992999999999988 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014225242516525568 -0.0056980678267267272 0.00125724887990804 leaf_weight=3.430605897341592 18.606930323602228 48.317322666712244 leaf_count=44 1252 1177 internal_value=0 -0.000682823 internal_weight=0 66.9243 internal_count=2473 2429 is_linear=0 shrinkage=0.0204111 Tree=7656 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=1.38405 1.88689 threshold=-0.28286499999999998 -0.54165499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035088590643195998 0.00032163175371971149 -7.5633349416712114e-06 leaf_weight=1.6637765560881224 2.808288849577365 61.912628131336987 leaf_count=53 69 2369 internal_value=0 7.25148e-06 internal_weight=0 64.7209 internal_count=2491 2438 is_linear=0 shrinkage=0.000400217 Tree=7657 num_leaves=4 num_cat=0 split_feature=0 2 39 split_gain=1.82559 1.65285 1.46388 threshold=0.022290000000000004 0.11122000000000001 0.16946000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.0300377670672375e-05 5.5216080164904569e-05 0.00039664853523551443 0.00040383365598384519 leaf_weight=52.965001127356118 9.1305558280291716 2.932194297478417 1.1045030077802938 leaf_count=2214 176 55 18 internal_value=0 0.000141096 -3.04121e-05 internal_weight=0 12.0628 54.0695 internal_count=2463 231 2232 is_linear=0 shrinkage=0.000400217 Tree=7658 num_leaves=4 num_cat=0 split_feature=129 4 2 split_gain=1.66621 1.65164 0.0428748 threshold=0.090180000000000024 0.23993500000000004 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9112454956090378e-05 -0.00047035796153017191 0.00013896126763484048 -0.00020028193671592156 leaf_weight=48.673985881446697 0.97851903716582345 13.411602081050658 0.38277563363953959 leaf_count=2002 119 310 23 internal_value=0 1.5223e-05 -0.00041541 internal_weight=0 62.0856 1.36129 internal_count=2454 2312 142 is_linear=0 shrinkage=0.000400217 Tree=7659 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=1.70526 2.23543 threshold=-0.094929999999999987 -0.23025999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028783977387555882 0.00023643087282585468 1.1677355800549515e-05 leaf_weight=2.5422961122530969 7.9759028627013313 57.466313168572924 leaf_count=41 77 2310 internal_value=0 3.94267e-05 internal_weight=0 65.4422 internal_count=2428 2387 is_linear=0 shrinkage=0.000400217 Tree=7660 num_leaves=4 num_cat=0 split_feature=1429 12 43 split_gain=1.5358 1.41657 0.142111 threshold=-1.0000000180025095e-35 0.11610500000000001 -0.0018599999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0077795498926387548 0.0012236407342893075 -0.013947953247341204 -0.027678877370952117 leaf_weight=0.31901662411019061 63.75515583915967 2.5594041983295019 0.73737960416337844 leaf_count=58 2227 120 65 internal_value=0 0.000615571 -0.022991 internal_weight=0 66.3146 1.0564 internal_count=2470 2347 123 is_linear=0 shrinkage=0.0204111 Tree=7661 num_leaves=3 num_cat=0 split_feature=1375 1444 split_gain=2.44081 1.48382 threshold=-0.43429999999999996 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0300154659425972 0.020002775763570436 -0.0006882949889891448 leaf_weight=1.0538118028889574 1.3659024437365577 62.798297209454631 leaf_count=12 29 2407 internal_value=0 -0.000213754 internal_weight=0 64.1642 internal_count=2448 2436 is_linear=0 shrinkage=0.0204111 Tree=7662 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=1.85575 2.8555 2.70467 threshold=-0.097754999999999995 -0.08095999999999999 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020987137130248014 -0.01623818800501977 0.00026599481907220722 0.020277021400328304 leaf_weight=16.410377954828622 4.7545265047101557 42.556415010889395 4.2032775078478144 leaf_count=330 837 1245 38 internal_value=0 -0.00142702 0.00589493 internal_weight=0 47.3109 20.6137 internal_count=2450 2082 368 is_linear=0 shrinkage=0.0204111 Tree=7663 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=2.02749 1.77559 1.12274 threshold=0.12337000000000002 0.12477500000000001 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067427266067645328 0.021547265514597066 -0.024939948945562524 0.0046242428436505346 leaf_weight=57.307054802977746 2.2759438160628633 1.1727122780366688 5.4497312543171565 leaf_count=2180 130 54 96 internal_value=0 -0.00120761 0.00984628 internal_weight=0 58.4798 7.72568 internal_count=2460 2234 226 is_linear=0 shrinkage=0.0204111 Tree=7664 num_leaves=3 num_cat=0 split_feature=46 0 split_gain=1.39073 1.52209 threshold=0.081930000000000017 -0.2661949999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041781950742560717 -0.00036373398190531176 -6.342971650284135e-06 leaf_weight=1.2720198947936285 1.5914730312942982 64.803586981930039 leaf_count=15 44 2437 internal_value=0 2.51557e-06 internal_weight=0 66.0756 internal_count=2496 2452 is_linear=0 shrinkage=0.000400217 Tree=7665 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=2.19617 2.33292 threshold=0.062655000000000016 -0.12118 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011182511885189598 -0.00047096395721024924 -4.2394924467742336e-05 leaf_weight=25.992353561843629 1.3867493509715121 39.360568891658659 leaf_count=308 74 2071 internal_value=0 1.90283e-05 internal_weight=0 65.3529 internal_count=2453 2379 is_linear=0 shrinkage=0.000400217 Tree=7666 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=1.70451 2.00087 1.51096 threshold=-0.12077499999999998 -0.077774999999999983 0.086210000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0036139901515989609 -0.0092796526494980276 0.00028498628840029587 0.0097944871292206439 leaf_weight=4.9890785916650229 11.650268220393626 40.413438288139332 11.25786482765943 leaf_count=75 1197 1045 189 internal_value=0 -0.00187061 0.00568048 internal_weight=0 52.0637 16.2469 internal_count=2506 2242 264 is_linear=0 shrinkage=0.0204111 Tree=7667 num_leaves=3 num_cat=0 split_feature=2 146 split_gain=1.22315 1.70761 threshold=0.16826500000000003 0.085195000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012743412844226248 0.019570587484005 -0.021835688006933144 leaf_weight=68.041982136800925 1.3694534548976651 1.2467816587595724 leaf_count=2404 61 21 internal_value=0 0.000823942 internal_weight=0 69.2888 internal_count=2486 2425 is_linear=0 shrinkage=0.0204111 Tree=7668 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=1.61529 1.36632 threshold=-1.0000000180025095e-35 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039090699644911436 -0.00045172902107433059 2.8170987650324788e-05 leaf_weight=1.4472106419107138 0.8525347379327276 65.254393338189402 leaf_count=219 9 2233 internal_value=0 2.12287e-05 internal_weight=0 66.1069 internal_count=2461 2242 is_linear=0 shrinkage=0.000400217 Tree=7669 num_leaves=3 num_cat=0 split_feature=9 1444 split_gain=1.9095 1.3184 threshold=-1.0000000180025095e-35 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004202841053344007 0.00035330962303364426 -2.4673285020634988e-05 leaf_weight=1.53213624244563 1.4001102360489301 66.008973963150765 leaf_count=71 30 2389 internal_value=0 -1.62496e-05 internal_weight=0 67.4091 internal_count=2490 2419 is_linear=0 shrinkage=0.000400217 Tree=7670 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=1.5404 1.94925 0.573142 threshold=0.11610500000000001 0.097865000000000021 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075160759460262533 -0.025899906411306361 0.010132596426222997 -0.0056645942463117152 leaf_weight=58.255798069281354 1.1074570799355563 7.6555934756052002 1.2736483396806759 leaf_count=2085 46 304 65 internal_value=0 0.00052763 -0.0158166 internal_weight=0 65.9114 2.38111 internal_count=2500 2389 111 is_linear=0 shrinkage=0.0204111 Tree=7671 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=1.40658 2.40533 1.17171 threshold=0.12419000000000001 0.092530000000000015 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00127467917182084 0.021057013922481362 -0.010932532658180708 0.0037945525853016345 leaf_weight=52.595228034759657 2.2036641735503508 7.5963055795000392 5.8331263496584125 leaf_count=2032 121 204 104 internal_value=0 -0.000283337 0.00875216 internal_weight=0 60.1915 8.03679 internal_count=2461 2236 225 is_linear=0 shrinkage=0.0204111 Tree=7672 num_leaves=4 num_cat=0 split_feature=456 0 47 split_gain=1.99501 1.88592 0.701828 threshold=0.084065000000000015 -0.23078999999999997 0.081320000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010249874082171094 -0.0062309457138958104 -0.0010537584103437144 -0.026769898912596755 leaf_weight=6.7697011846466912 1.4406745823653175 57.664079666367343 1.4038391077338017 leaf_count=68 123 2242 44 internal_value=0 0.000149572 -0.0169974 internal_weight=0 64.4338 2.84451 internal_count=2477 2310 167 is_linear=0 shrinkage=0.0204111 Tree=7673 num_leaves=4 num_cat=0 split_feature=43 474 132 split_gain=1.91049 1.6811 0.103664 threshold=0.2506000000000001 0.084660000000000027 -0.21736499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037954502300517227 -0.0088460058164854683 0.0099929662589702557 -0.026882005979474495 leaf_weight=57.21512873796928 0.32041106894803306 7.2324364534542829 0.95298284483851492 leaf_count=2045 65 263 77 internal_value=0 0.000799792 -0.0234255 internal_weight=0 64.4476 1.27339 internal_count=2450 2308 142 is_linear=0 shrinkage=0.0204111 Tree=7674 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=1.48588 1.58581 threshold=0.084955000000000017 0.30863500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00060089523997922762 -0.019905116018699747 0.019529427382810383 leaf_weight=62.935076339208081 1.5025765521568235 1.5616695417538711 leaf_count=2360 37 92 internal_value=0 -8.04766e-05 internal_weight=0 64.4967 internal_count=2489 2452 is_linear=0 shrinkage=0.0204111 Tree=7675 num_leaves=4 num_cat=0 split_feature=2 1 52 split_gain=1.74801 3.75108 2.04171 threshold=0.090510000000000021 0.077765000000000015 0.19255000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020642188697930389 0.0028928457215209591 -0.0014512330185434453 -0.018002309767277798 leaf_weight=5.0671695778391976 35.793884290228561 23.594454036272509 1.9489002760487881 leaf_count=719 950 695 151 internal_value=0 -0.00491118 0.00176384 internal_weight=0 28.6616 37.7428 internal_count=2515 1414 1101 is_linear=0 shrinkage=0.0204111 Tree=7676 num_leaves=4 num_cat=0 split_feature=2 12 15 split_gain=1.83149 3.73142 2.36528 threshold=0.090510000000000021 0.091535000000000019 0.10380500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023095915130677232 3.7902577315609046e-05 7.9133487442652271e-05 -0.00041841608953762884 leaf_weight=17.049203800645049 38.195021995148181 9.6735727193317853 1.7983547940129927 leaf_count=1054 979 330 135 internal_value=0 -0.000118845 1.62727e-05 internal_weight=0 26.7228 39.9934 internal_count=2498 1384 1114 is_linear=0 shrinkage=0.000400217 Tree=7677 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=1.48259 2.00042 threshold=-0.51118499999999989 -0.23078999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041628317074818771 0.0002118306886653343 -1.8771006368617524e-05 leaf_weight=1.2595107198239919 6.574657978337199 60.826165529132595 leaf_count=42 68 2371 internal_value=0 4.0372e-06 internal_weight=0 67.4008 internal_count=2481 2439 is_linear=0 shrinkage=0.000400217 Tree=7678 num_leaves=3 num_cat=0 split_feature=1374 44 split_gain=1.73624 1.60005 threshold=-0.094929999999999987 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013959296789517312 0.0032346146517065978 -0.019925853657016161 leaf_weight=2.5776050077984101 63.223212730196792 1.1573018739582028 leaf_count=45 2380 43 internal_value=0 0.00278441 internal_weight=0 64.3805 internal_count=2468 2423 is_linear=0 shrinkage=0.0204111 Tree=7679 num_leaves=4 num_cat=0 split_feature=14 133 48 split_gain=1.69181 1.42832 0.707295 threshold=0.076175000000000007 -0.26719999999999994 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044860372969791022 -0.00064942012466360089 8.4575680289420834e-06 -0.00010736327463772574 leaf_weight=1.0017093702267619 0.78847283145296387 65.686022108727229 0.76706129702597425 leaf_count=147 13 2261 71 internal_value=0 8.51669e-07 -0.00040728 internal_weight=0 66.6877 1.55553 internal_count=2492 2408 84 is_linear=0 shrinkage=0.000400217 Tree=7680 num_leaves=4 num_cat=0 split_feature=128 10 2 split_gain=1.42519 1.54203 0.351661 threshold=1.0000000180025095e-35 0.058500000000000003 0.11756000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7095682968249698e-07 -0.00043206944378311018 0.00034462241297400178 3.3510762115996347e-06 leaf_weight=64.524971669403385 1.3712020833254417 2.0334846939658737 0.36937183117333905 leaf_count=2256 167 58 12 internal_value=0 1.08272e-05 -0.00034505 internal_weight=0 66.5585 1.74057 internal_count=2493 2314 179 is_linear=0 shrinkage=0.000400217 Tree=7681 num_leaves=4 num_cat=0 split_feature=49 1 42 split_gain=2.03768 2.57266 2.56169 threshold=-0.085949999999999985 0.11332500000000002 -0.097204999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032226207293200378 -0.00036310007661702776 0.00018432152267316962 4.9992182190842137e-05 leaf_weight=5.7019379808480144 2.4009811168534716 2.1342560137272812 55.972802389930166 leaf_count=119 162 33 2169 internal_value=0 -0.000183637 3.23386e-05 internal_weight=0 7.83619 58.3738 internal_count=2483 152 2331 is_linear=0 shrinkage=0.000400217 Tree=7682 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=1.5081 2.66723 2.65478 threshold=0.10068500000000001 0.090300000000000005 -0.13220999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4534655634087237e-06 -0.00049736195853385134 -0.00039448904567677598 0.0002004222095511459 leaf_weight=52.668528731852348 0.8441436558496197 2.6866853696192257 10.651462092698237 leaf_count=1878 21 106 461 internal_value=0 -1.37635e-05 0.000144879 internal_weight=0 55.3552 11.4956 internal_count=2466 1984 482 is_linear=0 shrinkage=0.000400217 Tree=7683 num_leaves=4 num_cat=0 split_feature=42 1 43 split_gain=1.5367 4.16424 2.22726 threshold=0.077855000000000021 0.077845000000000011 0.0036400000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068391017938439647 -0.016868812989630173 0.0025739394904143666 0.012124252357614891 leaf_weight=39.465750455972739 6.7771204080854686 13.676788275028228 8.5343206362203983 leaf_count=1047 742 476 224 internal_value=0 -0.00392491 0.00274146 internal_weight=0 20.4539 48.0001 internal_count=2489 1218 1271 is_linear=0 shrinkage=0.0204111 Tree=7684 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=1.34063 1.70366 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026622037903281762 0.013708189074637082 -0.020008054795846338 leaf_weight=59.568616052731159 2.6334281707240725 1.7667161812714756 leaf_count=2371 54 29 internal_value=0 -0.000870291 internal_weight=0 61.3353 internal_count=2454 2400 is_linear=0 shrinkage=0.0204111 Tree=7685 num_leaves=3 num_cat=0 split_feature=1373 1456 split_gain=1.36995 1.31548 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011670475561801441 -0.019988419501271022 -0.015585527529457955 leaf_weight=66.050273032012683 1.2517100207915053 1.9003870801643632 leaf_count=2242 21 222 internal_value=0 0.000673657 internal_weight=0 67.9507 internal_count=2485 2464 is_linear=0 shrinkage=0.0204111 Tree=7686 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.54498 1.67621 threshold=-0.23069499999999998 -0.072694999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018200379573961152 -0.014399555813295906 3.9177274354782803e-05 leaf_weight=1.7308148099691596 3.4323661128073573 60.980333355865241 leaf_count=26 148 2264 internal_value=0 -0.000753873 internal_weight=0 64.4127 internal_count=2438 2412 is_linear=0 shrinkage=0.0204111 Tree=7687 num_leaves=4 num_cat=0 split_feature=1 43 13 split_gain=2.1183 1.72167 0.870376 threshold=0.13130500000000003 -0.26987499999999992 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002037673947751696 0.00047615515311999593 -3.8651363315422262e-05 0.0001289521151512118 leaf_weight=5.0038461784060919 1.6103065242023147 56.704548460763817 3.9306971330661318 leaf_count=101 107 2151 80 internal_value=0 -1.86605e-05 0.000237288 internal_weight=0 61.7084 5.541 internal_count=2439 2252 187 is_linear=0 shrinkage=0.000400217 Tree=7688 num_leaves=4 num_cat=0 split_feature=484 49 2 split_gain=1.68358 1.56412 0.954298 threshold=-0.082244999999999985 -0.085949999999999985 0.11732500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045048161340725031 -0.0001500194736707994 3.8705112746281511e-05 6.7652548122970781e-05 leaf_weight=1.8769098801367357 7.9168263144820221 56.708799334987361 0.76061999130615721 leaf_count=216 141 2119 28 internal_value=0 1.53663e-05 -0.00030439 internal_weight=0 64.6256 2.63753 internal_count=2504 2260 244 is_linear=0 shrinkage=0.000400217 Tree=7689 num_leaves=3 num_cat=0 split_feature=14 1444 split_gain=1.633 1.47863 threshold=0.076175000000000007 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021793528441181462 -0.020005097977321695 0.00043352790094465906 leaf_weight=1.2671176799049124 1.485499816034461 64.729755117379682 leaf_count=23 78 2326 internal_value=0 0.00087985 internal_weight=0 65.9969 internal_count=2427 2349 is_linear=0 shrinkage=0.0204111 Tree=7690 num_leaves=4 num_cat=0 split_feature=47 3 3 split_gain=1.58606 2.80594 1.91613 threshold=0.086380000000000012 -0.10628499999999998 0.090810000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0054723074341313e-05 0.0002404696563169227 -0.00020925622292005704 0.00014453435709330337 leaf_weight=35.437119726133005 2.677063773982808 11.015530592070716 16.526895722545305 leaf_count=1906 26 287 217 internal_value=0 -0.000120092 3.24902e-05 internal_weight=0 13.6926 51.964 internal_count=2436 313 2123 is_linear=0 shrinkage=0.000400217 Tree=7691 num_leaves=4 num_cat=0 split_feature=11 43 11 split_gain=1.36941 1.5729 0.504424 threshold=0.089270000000000002 -0.074459999999999985 0.097680000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057757331524501245 -0.021757831989463666 -0.00086387766430131912 -0.0043582334087224443 leaf_weight=22.701135821282151 1.2827702833974393 42.593318228417502 1.5239516797337271 leaf_count=956 36 1441 42 internal_value=0 0.00145047 -0.0128401 internal_weight=0 65.2945 2.80672 internal_count=2475 2397 78 is_linear=0 shrinkage=0.0204111 Tree=7692 num_leaves=3 num_cat=0 split_feature=1375 158 split_gain=2.40763 1.46194 threshold=-0.43429999999999996 0.090905000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029782793032147675 0.0011355692567987007 -0.012696183280093224 leaf_weight=1.0064779570711824 61.48573782692165 3.2451658584341194 leaf_count=11 2235 227 internal_value=0 0.000421414 internal_weight=0 64.7309 internal_count=2473 2462 is_linear=0 shrinkage=0.0204111 Tree=7693 num_leaves=4 num_cat=0 split_feature=43 474 11 split_gain=2.72572 2.43747 2.03815 threshold=-0.063379999999999978 0.084660000000000027 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0059850091928237538 -0.0058534277348837151 0.010380736994927676 -0.015722164978056053 leaf_weight=23.925512493713999 35.844222434419862 4.2126379146284298 1.8413916651843454 leaf_count=1032 1251 101 42 internal_value=0 -0.00412196 0.00437243 internal_weight=0 40.0569 25.7669 internal_count=2426 1352 1074 is_linear=0 shrinkage=0.0204111 Tree=7694 num_leaves=4 num_cat=0 split_feature=16 16 133 split_gain=1.67603 3.33584 2.2125 threshold=-0.069089999999999985 -0.014034999999999997 0.091935000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026197139324909552 -0.020554235949684956 -0.0024064275323547294 -0.020553311081908048 leaf_weight=29.528139483395538 4.9629241742050025 25.289516702605397 1.7104652439229528 leaf_count=961 278 952 236 internal_value=0 -0.0054484 0.001282 internal_weight=0 30.2524 31.2386 internal_count=2427 1230 1197 is_linear=0 shrinkage=0.0204111 Tree=7695 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.40288 1.52502 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038026671690766868 0.0005578699988502369 1.2555443197737954e-05 leaf_weight=1.325507921668758 0.71987413964234193 66.45111231082592 leaf_count=223 3 2262 internal_value=0 1.93182e-05 internal_weight=0 67.171 internal_count=2488 2265 is_linear=0 shrinkage=0.000400217 Tree=7696 num_leaves=3 num_cat=0 split_feature=31 14 split_gain=1.32708 1.31666 threshold=-1.0000000180025095e-35 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040673654164337608 1.4374700707756702e-05 -0.00033861633336241084 leaf_weight=1.2324217435507296 63.724847941285589 1.6266914360676299 leaf_count=69 2326 76 internal_value=0 5.02412e-06 internal_weight=0 65.3515 internal_count=2471 2402 is_linear=0 shrinkage=0.000400217 Tree=7697 num_leaves=3 num_cat=0 split_feature=43 149 split_gain=2.12256 1.52533 threshold=0.25619500000000001 0.10096000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2747263589158783e-05 -0.00047666216109146096 -0.00041081967817181085 leaf_weight=65.380075995854895 1.2150026279946349 1.0982500118552696 leaf_count=2314 143 20 internal_value=0 3.4576e-05 internal_weight=0 66.4783 internal_count=2477 2334 is_linear=0 shrinkage=0.000400217 Tree=7698 num_leaves=4 num_cat=0 split_feature=52 52 4 split_gain=1.40063 2.52644 2.09287 threshold=0.060835000000000007 0.084805000000000019 -0.26545999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028277889524277913 0.00047243262710253093 5.0214805054996615e-05 6.8620478687269119e-06 leaf_weight=4.2424159210204371 2.541124853869408 15.983235102424258 48.480736280144811 leaf_count=145 72 770 1474 internal_value=0 0.000110624 -1.6994e-05 internal_weight=0 18.5244 52.7232 internal_count=2461 842 1619 is_linear=0 shrinkage=0.000400217 Tree=7699 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=2.45165 2.96985 1.56031 threshold=0.094405000000000003 0.10812000000000001 0.079825000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011165789889426645 3.2860122691912518e-05 0.0002423141814755637 0.00023167438996578136 leaf_weight=30.672827876214797 25.05165151286019 4.2240468605887136 8.3675925648713001 leaf_count=1673 558 22 190 internal_value=0 -6.81739e-05 8.32471e-05 internal_weight=0 34.8969 33.4192 internal_count=2443 1695 748 is_linear=0 shrinkage=0.000400217 Tree=7700 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=1.59611 1.90381 threshold=-1.0000000180025095e-35 0.092135000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040798222579960681 -0.00010578066923911223 3.210667007132838e-05 leaf_weight=1.2476353201018344 29.14857742051845 35.408184793893724 leaf_count=75 1396 993 internal_value=0 -3.02274e-05 internal_weight=0 64.5568 internal_count=2464 2389 is_linear=0 shrinkage=0.000400217 Tree=7701 num_leaves=4 num_cat=0 split_feature=52 3 159 split_gain=2.6347 2.22916 1.82832 threshold=-0.23778499999999997 -0.51735999999999993 0.11259000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021510467505186277 0.0029299554925565118 -0.020757717484218775 -0.016340060805398803 leaf_weight=0.51648449897766147 60.973550504471859 3.3999576846654227 2.012254532568476 leaf_count=1 2071 316 121 internal_value=0 -0.0147406 0.00228642 internal_weight=0 3.91644 62.9858 internal_count=2509 317 2192 is_linear=0 shrinkage=0.0204111 Tree=7702 num_leaves=4 num_cat=0 split_feature=11 1456 12 split_gain=1.90501 1.70832 0.600051 threshold=0.088065000000000018 -1.0000000180025095e-35 0.10562000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02009307439567079 -0.02422087074519606 0.0013586609670408259 -0.0055441477833255001 leaf_weight=1.4743459807632451 1.5126976847695908 61.926441246851937 1.4357453092452486 leaf_count=226 48 2127 38 internal_value=0 0.000825271 -0.0156618 internal_weight=0 63.4008 2.94844 internal_count=2439 2353 86 is_linear=0 shrinkage=0.0204111 Tree=7703 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=1.44504 3.28544 1.5213 threshold=0.099515000000000006 0.090810000000000016 0.10223 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010578054020698336 0.0001532145223230586 0.00015768741132190232 -3.635759690822187e-05 leaf_weight=30.934566782563252 16.591680726633061 9.9232045864337106 11.352815023768924 leaf_count=1770 429 91 199 internal_value=0 -4.15355e-05 7.63606e-05 internal_weight=0 40.8578 27.9445 internal_count=2489 1861 628 is_linear=0 shrinkage=0.000400217 Tree=7704 num_leaves=4 num_cat=0 split_feature=1 49 0 split_gain=2.17336 2.68266 1.20385 threshold=0.11588000000000001 -0.10919499999999999 -0.18113999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003377801678629136 -0.00012034679402307302 5.0623595006727636e-06 0.00022870895672160127 leaf_weight=3.8245630496239746 1.8200523650593812 51.197499765374232 9.5322476697328948 leaf_count=78 26 2061 292 internal_value=0 -1.94061e-05 0.000172118 internal_weight=0 55.0221 11.3523 internal_count=2457 2139 318 is_linear=0 shrinkage=0.000400217 Tree=7705 num_leaves=4 num_cat=0 split_feature=3 453 13 split_gain=2.27079 1.68988 0.688497 threshold=0.16158000000000003 0.091330000000000008 -0.53907499999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8580373940626461e-05 6.3135005876700667e-05 -0.00040757334409309283 0.00042549205124689309 leaf_weight=63.863449937312453 1.2558043580647793 1.4140764435142035 2.7243905855357289 leaf_count=2351 22 25 102 internal_value=0 8.66672e-06 0.000316019 internal_weight=0 65.2775 3.98019 internal_count=2500 2376 124 is_linear=0 shrinkage=0.000400217 Tree=7706 num_leaves=4 num_cat=0 split_feature=1 14 16 split_gain=2.06801 2.93473 0.349078 threshold=0.13662500000000002 0.076175000000000007 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011886577133502522 0.022391502196526785 -0.028760604041592489 0.0081893372529414817 leaf_weight=62.730319663275623 1.9060417524906372 1.2813968503178319 1.4247888973695797 leaf_count=2231 92 77 41 internal_value=0 0.000539956 0.0167803 internal_weight=0 64.0117 3.33083 internal_count=2441 2308 133 is_linear=0 shrinkage=0.0204111 Tree=7707 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=1.80497 5.03127 2.29166 threshold=-0.061889999999999994 0.077765000000000015 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017257349869996733 0.021068380454386981 0.00068804075604702827 0.0019280267286951335 leaf_weight=7.8802631907760761 2.8930454348810626 35.027356465741832 19.864229718048591 leaf_count=1163 45 851 426 internal_value=0 -0.00264408 0.0044525 internal_weight=0 42.9076 22.7573 internal_count=2485 2014 471 is_linear=0 shrinkage=0.0204111 Tree=7708 num_leaves=3 num_cat=0 split_feature=155 146 split_gain=1.47927 1.47158 threshold=0.090695000000000012 0.084720000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013152821484428143 -0.020634325010589649 -0.018278708163889375 leaf_weight=64.658005041954766 1.2528184703351133 1.5254810453043308 leaf_count=2289 147 23 internal_value=0 0.000833546 internal_weight=0 66.1835 internal_count=2459 2312 is_linear=0 shrinkage=0.0204111 Tree=7709 num_leaves=4 num_cat=0 split_feature=402 1456 1 split_gain=1.61605 1.68523 0.596951 threshold=0.088090000000000016 1.0000000180025095e-35 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9925296095132055e-05 -0.00039409019625369574 -0.00032277228011380241 0.00015003126810571221 leaf_weight=67.009710333167277 1.7101930699882353 1.7851069567468574 0.33033230765249744 leaf_count=2066 232 188 30 internal_value=0 4.94866e-05 -0.000302782 internal_weight=0 68.7948 2.04053 internal_count=2516 2254 262 is_linear=0 shrinkage=0.000400217 Tree=7710 num_leaves=4 num_cat=0 split_feature=150 484 0 split_gain=1.69521 1.4749 0.558234 threshold=0.11614000000000001 -0.082244999999999985 -0.22996999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003169265580251983 0.00043112631973066945 1.1179486152825796e-05 0.00011386648867464285 leaf_weight=2.1651515102312251 1.7701924042776229 60.334189637645977 1.8909869722556312 leaf_count=226 17 2147 68 internal_value=0 -7.33455e-07 0.000275504 internal_weight=0 62.4993 3.66118 internal_count=2458 2373 85 is_linear=0 shrinkage=0.000400217 Tree=7711 num_leaves=3 num_cat=0 split_feature=453 150 split_gain=1.3994 1.56702 threshold=0.10218000000000001 -0.22665999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018069005902826188 -0.020657137681184518 -0.00019881315590048363 leaf_weight=1.9050456308759738 1.2355760273057956 64.914961003001736 leaf_count=20 16 2458 internal_value=0 0.00035136 internal_weight=0 66.82 internal_count=2494 2478 is_linear=0 shrinkage=0.0204111 Tree=7712 num_leaves=4 num_cat=0 split_feature=1 4 160 split_gain=1.28091 2.60278 2.15139 threshold=0.094435000000000005 -0.017484999999999997 0.083410000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4911443749490201e-05 1.3801366032353469e-05 -0.00017155793581040749 0.00030684783033620535 leaf_weight=19.379320113054746 28.642395312326698 16.279779006337776 4.556836321942682 leaf_count=1028 636 682 97 internal_value=0 -5.4143e-05 5.49203e-05 internal_weight=0 35.6591 33.1992 internal_count=2443 1710 733 is_linear=0 shrinkage=0.000400217 Tree=7713 num_leaves=4 num_cat=0 split_feature=0 47 474 split_gain=2.02088 2.58264 1.76749 threshold=-0.10674499999999999 0.11635500000000001 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025257368427756307 -0.0044764614381175667 0.012287649543533969 0.016933093165591426 leaf_weight=27.266795238315357 33.715416873137201 4.2085808028405145 3.9774259188561691 leaf_count=423 1992 74 39 internal_value=0 -0.00258538 0.00441373 internal_weight=0 37.924 31.2442 internal_count=2528 2066 462 is_linear=0 shrinkage=0.0204111 Tree=7714 num_leaves=4 num_cat=0 split_feature=42 39 42 split_gain=1.47224 2.31626 1.79509 threshold=0.10146500000000001 0.096775000000000014 0.09832500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069234285542588375 -0.020331870644643531 0.01485805243704129 0.020813415887268507 leaf_weight=61.370444827060055 2.9242560297170708 0.95742915605660517 1.7929535974435555 leaf_count=2141 233 44 45 internal_value=0 -0.011479 0.00129932 internal_weight=0 3.88169 63.1634 internal_count=2463 277 2186 is_linear=0 shrinkage=0.0204111 Tree=7715 num_leaves=4 num_cat=0 split_feature=1429 1446 157 split_gain=1.57014 1.35366 0.135325 threshold=-1.0000000180025095e-35 0.083530000000000007 -0.082819999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015181672463144619 3.9898665962325789e-05 -0.00035588391481222937 -0.00053821634539757436 leaf_weight=0.31629968112520146 66.897862213485496 1.3021428233978429 0.69773734965201473 leaf_count=38 2150 197 75 internal_value=0 3.17711e-05 -0.000444771 internal_weight=0 68.2 1.01404 internal_count=2460 2347 113 is_linear=0 shrinkage=0.000400217 Tree=7716 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=1.33903 2.25905 1.91201 threshold=-0.097754999999999995 -0.075774999999999981 0.086635000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.0381553387262856e-05 -0.00021344583497905634 2.0227373242849565e-05 0.00018395587876588322 leaf_weight=6.9320986727470908 7.8265985845036985 40.014989649841482 14.493846565415877 leaf_count=121 1176 907 247 internal_value=0 -1.84093e-05 0.00010173 internal_weight=0 47.8416 21.4259 internal_count=2451 2083 368 is_linear=0 shrinkage=0.000400217 Tree=7717 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=2.24701 3.814 1.69663 threshold=0.077845000000000011 -0.059114999999999994 0.13754500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032246009489041242 1.6317485765240837e-05 2.3809693905966536e-05 0.00029198420939701775 leaf_weight=8.5192722450024139 44.135014326155215 12.401410636186482 3.7811920614221881 leaf_count=1165 1046 157 127 internal_value=0 -0.000118163 3.8701e-05 internal_weight=0 20.9207 47.9162 internal_count=2495 1322 1173 is_linear=0 shrinkage=0.000400217 Tree=7718 num_leaves=4 num_cat=0 split_feature=128 484 2 split_gain=1.5555 1.64912 0.235663 threshold=0.085185000000000025 -0.0068949999999999992 0.113445 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002138725613530017 -0.00043023871294190608 4.2088132858700984e-05 -5.3946948516687172e-05 leaf_weight=4.2177202022976408 1.2949327053383957 58.705535124078324 0.3723336468792694 leaf_count=377 158 1910 21 internal_value=0 2.45818e-05 -0.000354888 internal_weight=0 62.9233 1.66727 internal_count=2466 2287 179 is_linear=0 shrinkage=0.000400217 Tree=7719 num_leaves=3 num_cat=0 split_feature=52 43 split_gain=1.36855 1.45484 threshold=-0.51498499999999992 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019262544963553799 0.0053237594107375273 -0.00082358616191098685 leaf_weight=1.2510414694952476 24.956528527786304 44.459471089182443 leaf_count=189 887 1413 internal_value=0 0.00139153 internal_weight=0 69.416 internal_count=2489 2300 is_linear=0 shrinkage=0.0204111 Tree=7720 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=1.84081 2.09223 threshold=-0.094929999999999987 0.092360000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019001566977953684 -0.0010680960502848248 0.016223588892728073 leaf_weight=2.1395153423945876 58.683748784962972 2.9553176066510778 leaf_count=44 2328 67 internal_value=0 -0.000211123 internal_weight=0 61.6391 internal_count=2439 2395 is_linear=0 shrinkage=0.0204111 Tree=7721 num_leaves=4 num_cat=0 split_feature=2 457 2 split_gain=1.41434 2.24896 1.87478 threshold=0.097940000000000013 -0.0046349999999999994 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018321280070872619 0.017524999093897202 -0.00072881825101289515 0.0017752426641888682 leaf_weight=3.1976162361061133 3.4784208639266607 35.633462235021852 25.897371355529685 leaf_count=148 68 1559 677 internal_value=0 -0.00222601 0.00369965 internal_weight=0 38.8311 29.3758 internal_count=2452 1707 745 is_linear=0 shrinkage=0.0204111 Tree=7722 num_leaves=4 num_cat=0 split_feature=2 46 16 split_gain=2.89787 2.26337 0.225067 threshold=0.13754500000000003 0.084955000000000017 0.032270000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8036296188672841e-06 0.00038226255931372356 -0.00052919886904938837 0.00015090882699404472 leaf_weight=60.708095110923296 3.0013791993005716 1.2409837381565001 1.1308986026488126 leaf_count=2275 109 30 43 internal_value=0 -1.72243e-05 0.000324598 internal_weight=0 61.9491 4.13228 internal_count=2457 2305 152 is_linear=0 shrinkage=0.000400217 Tree=7723 num_leaves=4 num_cat=0 split_feature=129 1373 2 split_gain=1.31224 1.23177 0.328354 threshold=0.090180000000000024 0.10355500000000002 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019512743394771003 -0.021542087592317908 -0.018333225198596571 -0.0018755340374666913 leaf_weight=64.002323652312498 1.1840868338804273 1.160652644757646 0.51788373310046143 leaf_count=2289 113 17 27 internal_value=0 0.00155915 -0.016043 internal_weight=0 65.163 1.70197 internal_count=2446 2306 140 is_linear=0 shrinkage=0.0204111 Tree=7724 num_leaves=3 num_cat=0 split_feature=376 1 split_gain=1.61562 1.80851 threshold=0.088470000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013251102691968697 0.00029966408769930045 1.56032882529058e-05 leaf_weight=18.381916580458892 2.4115515128651159 46.100280106732498 leaf_count=1263 54 1139 internal_value=0 -2.67761e-05 internal_weight=0 64.4822 internal_count=2456 2402 is_linear=0 shrinkage=0.000400217 Tree=7725 num_leaves=3 num_cat=0 split_feature=38 31 split_gain=1.64332 1.32847 threshold=0.084835000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.02072958910077578 -0.017983777449828767 5.4350577236161254e-05 leaf_weight=1.2089469679449383 1.9623400126911281 65.382297597937395 leaf_count=68 44 2335 internal_value=0 0.000463871 internal_weight=0 66.5912 internal_count=2447 2403 is_linear=0 shrinkage=0.0204111 Tree=7726 num_leaves=3 num_cat=0 split_feature=31 1 split_gain=1.32635 1.28227 threshold=-1.0000000180025095e-35 0.13840500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020662634180449217 -0.00067794894553927887 0.01233919163415321 leaf_weight=1.2042340580119333 63.141432804684882 3.2061036536324528 leaf_count=69 2301 95 internal_value=0 -2.91945e-05 internal_weight=0 66.3475 internal_count=2465 2396 is_linear=0 shrinkage=0.0204111 Tree=7727 num_leaves=4 num_cat=0 split_feature=0 2 48 split_gain=1.81434 2.84608 2.83451 threshold=-0.10674499999999999 0.11370000000000001 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0051082629304045699 -0.0063809163222615208 0.0084868523442195934 -0.016046273101364729 leaf_weight=27.876666677118923 28.956221064348938 6.4759156990112379 2.8044558195033451 leaf_count=397 1773 264 32 internal_value=0 -0.00364537 0.00312328 internal_weight=0 35.4321 30.6811 internal_count=2466 2037 429 is_linear=0 shrinkage=0.0204111 Tree=7728 num_leaves=4 num_cat=0 split_feature=43 4 150 split_gain=1.27002 2.72692 2.5395 threshold=-0.083814999999999987 -0.033039999999999993 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024435229966170548 -0.00010059347067265508 -5.920181029833956e-05 0.00010549723270845348 leaf_weight=8.5299666990067653 34.757788215977598 10.422983509800359 13.100755129155003 leaf_count=234 1635 373 209 internal_value=0 7.80485e-05 -4.40638e-05 internal_weight=0 18.953 47.8585 internal_count=2451 607 1844 is_linear=0 shrinkage=0.000400217 Tree=7729 num_leaves=4 num_cat=0 split_feature=14 480 147 split_gain=1.60211 1.61333 0.392575 threshold=0.076175000000000007 1.0000000180025095e-35 0.085050000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011701046958719533 -0.007622482674119393 -0.018761985873624352 -0.032405635771871763 leaf_weight=61.681812034347786 0.5585282986430673 1.6275768998420961 0.62037834896182176 leaf_count=2166 68 193 12 internal_value=0 0.000625466 -0.0223438 internal_weight=0 63.3094 1.17891 internal_count=2439 2359 80 is_linear=0 shrinkage=0.0204111 Tree=7730 num_leaves=4 num_cat=0 split_feature=3 15 13 split_gain=2.18456 1.78939 0.96375 threshold=-0.23353999999999997 0.084050000000000014 0.098730000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010965013148418936 2.143797971484942e-05 -0.00021425848045603593 -0.00060363545608611445 leaf_weight=1.2789827540400431 55.712386229767162 5.5727311826840369 1.2696493032854048 leaf_count=60 1535 834 29 internal_value=0 -3.4584e-07 -0.000370785 internal_weight=0 61.2851 2.54863 internal_count=2458 2369 89 is_linear=0 shrinkage=0.000400217 Tree=7731 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=1.61309 1.64362 threshold=-0.26719999999999994 0.099280000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023234398749236881 0.0033133470701144502 -0.010712162310495994 leaf_weight=0.91423284340680666 64.296233543911512 3.572016474314295 leaf_count=141 1975 388 internal_value=0 0.00255873 internal_weight=0 67.8683 internal_count=2504 2363 is_linear=0 shrinkage=0.0204111 Tree=7732 num_leaves=4 num_cat=0 split_feature=42 1 3 split_gain=2.17431 2.14194 2.00458 threshold=0.077855000000000021 0.080000000000000016 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019671867111628233 -0.00028052202171569577 -9.2899185301289344e-06 -2.998821418688902e-06 leaf_weight=10.281956973661179 7.6490412885541472 11.70514908498444 35.678394695058159 leaf_count=172 769 459 1074 internal_value=0 -0.000117482 4.20502e-05 internal_weight=0 19.3542 45.9604 internal_count=2474 1228 1246 is_linear=0 shrinkage=0.000400217 Tree=7733 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=1.35556 1.59761 threshold=0.10218000000000001 0.077765000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0046633094727599259 -0.020727600562047557 0.0022421834983228301 leaf_weight=20.08979555912083 1.2154111356940109 45.046717435640858 leaf_count=1277 15 1154 internal_value=0 0.000108002 internal_weight=0 65.1365 internal_count=2446 2431 is_linear=0 shrinkage=0.0204111 Tree=7734 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=2.54888 1.42453 threshold=-0.094929999999999987 -0.082244999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040629485173610566 -0.00026925733727834264 3.4463258412319116e-05 leaf_weight=2.1944020515948059 2.4676591424540666 60.372724640257729 leaf_count=42 248 2145 internal_value=0 2.20789e-05 internal_weight=0 62.8404 internal_count=2435 2393 is_linear=0 shrinkage=0.000400217 Tree=7735 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=1.58842 2.06731 threshold=0.084835000000000008 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012871010617959705 -0.018409854474511489 -0.001434084500985168 leaf_weight=4.426629984725877 1.9965411149714771 57.82064430130913 leaf_count=185 41 2239 internal_value=0 -0.000395513 internal_weight=0 62.2473 internal_count=2465 2424 is_linear=0 shrinkage=0.0204111 Tree=7736 num_leaves=3 num_cat=0 split_feature=40 51 split_gain=1.56359 1.55316 threshold=0.084220000000000003 -0.10998999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01515155207302595 0.014324074174543835 -0.00074609620703929534 leaf_weight=3.1760728661101885 2.604472624952904 60.679845208399001 leaf_count=237 53 2229 internal_value=0 -0.00148786 internal_weight=0 63.8559 internal_count=2519 2466 is_linear=0 shrinkage=0.0204111 Tree=7737 num_leaves=4 num_cat=0 split_feature=484 43 40 split_gain=1.74608 1.66321 1.4697 threshold=-0.0068949999999999992 -0.51412499999999983 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020509230525588985 0.00028445158784292041 -1.7345579965640155e-06 -0.00035644267639256815 leaf_weight=0.85977515403646965 3.3244205714690898 60.822806815282092 3.5333418289192187 leaf_count=15 41 2045 385 internal_value=0 1.35668e-05 -0.000244179 internal_weight=0 64.1472 4.39312 internal_count=2486 2086 400 is_linear=0 shrinkage=0.000400217 Tree=7738 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=2.91821 2.10019 threshold=0.15425000000000003 0.41269500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.8796840605891874e-05 -0.0003853443879206757 -0.00042004436774748042 leaf_weight=60.975582739220044 2.9218899145780588 1.6049193444941909 leaf_count=2268 44 154 internal_value=0 1.65564e-05 internal_weight=0 62.5805 internal_count=2466 2422 is_linear=0 shrinkage=0.000400217 Tree=7739 num_leaves=4 num_cat=0 split_feature=1446 151 50 split_gain=1.45369 1.3297 0.0813244 threshold=0.083530000000000007 -0.52082499999999987 0.092620000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01862129592152546 -0.0053650350293626562 0.0018899973595375781 -0.021281363635026265 leaf_weight=1.2330115112245028 0.25327187317361577 63.921066707736372 1.1177529124179271 leaf_count=40 126 2218 77 internal_value=0 0.00147055 -0.0189682 internal_weight=0 65.1541 1.37102 internal_count=2461 2258 203 is_linear=0 shrinkage=0.0204111 Tree=7740 num_leaves=4 num_cat=0 split_feature=0 2 2 split_gain=1.92794 2.18869 2.01715 threshold=-0.23025999999999999 0.096540000000000015 0.096165000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036819966603782617 -8.855866573226783e-05 6.7661966524127376e-05 -6.3302619765537803e-06 leaf_weight=4.4140855506848293 32.335107418601183 25.670079111070663 4.6826281031826511 leaf_count=31 1603 744 52 internal_value=0 -1.94264e-05 0.000177674 internal_weight=0 58.0052 9.09671 internal_count=2430 2347 83 is_linear=0 shrinkage=0.000400217 Tree=7741 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=1.65366 1.62482 threshold=0.15425000000000003 -0.42985499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003814140433345129 -0.00024975019936512442 3.4695738517821278e-05 leaf_weight=1.4268455371766311 3.5859132794939788 65.385850843761091 leaf_count=233 44 2186 internal_value=0 2.51861e-05 internal_weight=0 66.8127 internal_count=2463 2419 is_linear=0 shrinkage=0.000400217 Tree=7742 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=1.41082 2.61071 1.71425 threshold=-0.088284999999999988 -0.081449999999999981 0.10787000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01094501995936995 0.016829295809137539 -0.00023832183170363464 0.0064549805880606288 leaf_weight=9.2527068232302536 3.9220920280349665 50.118154336447333 3.0696866399321143 leaf_count=382 72 1873 136 internal_value=0 0.00103263 -0.00659133 internal_weight=0 54.0402 12.3224 internal_count=2463 1945 518 is_linear=0 shrinkage=0.0204111 Tree=7743 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=1.52487 2.03623 threshold=0.10386000000000002 -0.043384999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014247092675760934 -0.019364894781471988 0.00088419488020204801 leaf_weight=5.0415461794909779 1.3203603104666388 61.048832763305199 leaf_count=199 29 2270 internal_value=0 0.00192592 internal_weight=0 66.0904 internal_count=2498 2469 is_linear=0 shrinkage=0.0204111 Tree=7744 num_leaves=4 num_cat=0 split_feature=1 52 48 split_gain=2.14241 3.28648 1.98892 threshold=0.099515000000000006 0.11379500000000002 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016553701624294492 -0.011741573695911839 -0.023926987635488315 0.0059923647631227985 leaf_weight=36.375372043998595 2.848814528144433 2.8772281952396943 24.313256266164899 leaf_count=1536 69 290 584 internal_value=0 -0.0033513 0.00409183 internal_weight=0 39.2526 27.1621 internal_count=2479 1826 653 is_linear=0 shrinkage=0.0204111 Tree=7745 num_leaves=4 num_cat=0 split_feature=52 151 12 split_gain=1.85313 1.28948 0.4244 threshold=-0.40306999999999998 -0.52082499999999987 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018020747236746976 -0.00036408278111434866 3.1553811828507015e-05 -0.00039546697507165056 leaf_weight=0.1633766987397397 1.23619295132812 62.844769180847834 1.9897539417488577 leaf_count=5 32 2187 242 internal_value=0 2.32998e-05 -0.000345037 internal_weight=0 64.081 2.15313 internal_count=2466 2219 247 is_linear=0 shrinkage=0.000400217 Tree=7746 num_leaves=4 num_cat=0 split_feature=133 39 484 split_gain=1.71032 2.01352 1.33484 threshold=0.088525000000000006 0.090190000000000006 0.085515000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047894567313476108 -0.017104218564592759 0.011559812455476515 0.0099669202245457923 leaf_weight=54.104594605368675 4.1324058770883303 1.2571514783739983 6.8637952428534836 leaf_count=1683 510 51 202 internal_value=0 -0.0103189 0.00156341 internal_weight=0 5.38956 60.9684 internal_count=2446 561 1885 is_linear=0 shrinkage=0.0204111 Tree=7747 num_leaves=3 num_cat=0 split_feature=1373 1429 split_gain=1.58478 1.38801 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019638223202347496 -0.022380762567130053 0.0017161779147141984 leaf_weight=1.1813250109626086 1.0855661874520581 66.076098145819287 leaf_count=122 20 2330 internal_value=0 0.00130909 internal_weight=0 67.2574 internal_count=2472 2452 is_linear=0 shrinkage=0.0204111 Tree=7748 num_leaves=4 num_cat=0 split_feature=1446 1210 50 split_gain=1.55643 1.2907 0.0946975 threshold=1.0000000180025095e-35 -0.08107499999999998 0.085685000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004233371937905276 -8.8220921721463008e-05 3.1103313034637054e-05 -0.00041793318781752515 leaf_weight=0.90488814447598898 0.23342093217070115 65.716923931851397 1.2493430225131303 leaf_count=100 133 2124 98 internal_value=0 2.4231e-05 -0.000375867 internal_weight=0 66.6218 1.48276 internal_count=2455 2224 231 is_linear=0 shrinkage=0.000400217 Tree=7749 num_leaves=3 num_cat=0 split_feature=2 133 split_gain=1.36245 1.21238 threshold=0.16826500000000003 0.11253500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.0865301103575334e-06 0.019560607964673658 -0.01808026116557181 leaf_weight=66.362688410670216 1.340695020284328 1.4692465848565905 leaf_count=2105 53 310 internal_value=0 -0.000416772 internal_weight=0 67.8319 internal_count=2468 2415 is_linear=0 shrinkage=0.0204111 Tree=7750 num_leaves=4 num_cat=0 split_feature=4 14 12 split_gain=1.46285 1.46189 1.31206 threshold=-0.49367499999999992 -0.10708499999999999 -0.065214999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0082947460277468417 -0.011802289162937315 0.001450202855901872 -0.023304884502246371 leaf_weight=0.69052125886082683 3.578101174261973 57.533208769266366 1.8667157871532243 leaf_count=13 107 2224 112 internal_value=0 0.000654097 -0.0147821 internal_weight=0 61.1113 2.55724 internal_count=2456 2331 125 is_linear=0 shrinkage=0.0204111 Tree=7751 num_leaves=3 num_cat=0 split_feature=0 13 split_gain=2.10581 2.3661 threshold=-0.23078999999999997 -0.09194999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002279354267837965 0.0001214751585378844 -5.9427689265887068e-05 leaf_weight=6.3334106795518883 15.50112426709711 44.735776695603363 leaf_count=73 362 2030 internal_value=0 -1.27359e-05 internal_weight=0 60.2369 internal_count=2465 2392 is_linear=0 shrinkage=0.000400217 Tree=7752 num_leaves=4 num_cat=0 split_feature=0 3 49 split_gain=1.82072 2.50799 1.54758 threshold=-0.061889999999999994 0.090810000000000016 0.0037600000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000100978737862636 5.3633898448804713e-05 9.5397884772720768e-05 0.0003146878931702987 leaf_weight=29.079211326904442 16.879045151006725 16.09140921346625 4.5484414083039146 leaf_count=1804 378 199 88 internal_value=0 -3.09594e-05 0.000110396 internal_weight=0 45.1706 21.4275 internal_count=2469 2003 466 is_linear=0 shrinkage=0.000400217 Tree=7753 num_leaves=3 num_cat=0 split_feature=3 160 split_gain=1.56528 1.33255 threshold=-0.52412999999999987 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017406149557328259 -0.018732067776462608 0.0004773534754865654 leaf_weight=2.1201015399419694 1.4291593828502289 63.166040696748041 leaf_count=19 196 2271 internal_value=0 2.06697e-05 internal_weight=0 64.5952 internal_count=2486 2467 is_linear=0 shrinkage=0.0204111 Tree=7754 num_leaves=4 num_cat=0 split_feature=3 50 4 split_gain=2.50981 2.51844 0.205354 threshold=0.16158000000000003 0.082725000000000007 0.066685000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1686344194173838e-06 0.00022346856020782639 -0.00030235497783958037 0.00043961590250399902 leaf_weight=53.331869683779587 2.2723266303946725 4.4590520376586928 1.4369445123920739 leaf_count=1850 55 446 65 internal_value=0 -1.72522e-05 0.00031763 internal_weight=0 57.7909 3.70927 internal_count=2416 2296 120 is_linear=0 shrinkage=0.000400217 Tree=7755 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=2.04507 4.42377 2.19674 threshold=-0.084024999999999975 -0.084169999999999981 -0.037429999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7065532174660816e-05 -0.00028895033897199425 0.00077605580622158092 -2.1381702600615777e-05 leaf_weight=19.118155285190372 5.4638365735463585 1.3230429096765863 41.655264725052803 leaf_count=725 612 13 1145 internal_value=0 9.82196e-05 -5.30199e-05 internal_weight=0 20.4412 47.1191 internal_count=2495 738 1757 is_linear=0 shrinkage=0.000400217 Tree=7756 num_leaves=4 num_cat=0 split_feature=49 148 3 split_gain=1.53199 1.90404 1.73828 threshold=-0.083094999999999988 -0.084064999999999987 0.0048800000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.0433802895922653e-05 -0.00037385752312205458 3.9343436871158565e-05 -0.00037484955760632669 leaf_weight=5.4201774208631814 1.7313246492412862 58.113268418395364 3.3141194948111661 leaf_count=129 51 2256 44 internal_value=0 2.67135e-05 -0.000151701 internal_weight=0 59.8446 8.7343 internal_count=2480 2307 173 is_linear=0 shrinkage=0.000400217 Tree=7757 num_leaves=4 num_cat=0 split_feature=457 151 12 split_gain=2.01191 1.90136 1.89016 threshold=-1.0000000180025095e-35 -0.28286499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023999895880495243 -0.00040103054941260593 2.880256293533538e-05 -0.00034680713860251816 leaf_weight=1.0067095910198984 1.583406792912682 59.577484747284416 4.4107040994676927 leaf_count=17 51 2224 184 internal_value=0 1.6962e-05 -0.00023511 internal_weight=0 61.1609 5.41741 internal_count=2476 2275 201 is_linear=0 shrinkage=0.000400217 Tree=7758 num_leaves=3 num_cat=0 split_feature=4 401 split_gain=1.44408 1.29826 threshold=0.51087000000000005 0.087110000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001411656688351639 0.019735729523098402 -0.016464077622118579 leaf_weight=66.556578735880976 1.6389085783230246 1.6251075332620519 leaf_count=2190 106 191 internal_value=0 0.000959295 internal_weight=0 68.1817 internal_count=2487 2381 is_linear=0 shrinkage=0.0204111 Tree=7759 num_leaves=4 num_cat=0 split_feature=52 52 160 split_gain=1.96183 3.50776 1.84576 threshold=-0.088284999999999988 -0.081449999999999981 -0.082539999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023490345195166927 0.00036509578939297358 -8.1431367009771624e-06 -0.00022390480784646217 leaf_weight=1.5418381227646012 4.2770466174588355 49.695216833458289 9.8296301818618286 leaf_count=32 74 1861 506 internal_value=0 2.21289e-05 -0.000160012 internal_weight=0 53.9723 11.3715 internal_count=2473 1935 538 is_linear=0 shrinkage=0.000400217 Tree=7760 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=1.8943 2.11576 threshold=-0.52412999999999987 -0.4214949999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039739258688584037 -0.0002607315209998787 1.1512631463524752e-05 leaf_weight=1.7769687091349613 4.8361174689489408 60.128037196757305 leaf_count=16 157 2305 internal_value=0 -9.16774e-06 internal_weight=0 64.9642 internal_count=2478 2462 is_linear=0 shrinkage=0.000400217 Tree=7761 num_leaves=3 num_cat=0 split_feature=1444 13 split_gain=1.60673 1.43935 threshold=-0.084274999999999989 -0.5356749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021502077696514736 -0.019759664064337035 -0.00022073039315605676 leaf_weight=1.2748308480659023 1.4980944484123018 64.40549639860501 leaf_count=25 18 2434 internal_value=0 -0.000697642 internal_weight=0 65.9036 internal_count=2477 2452 is_linear=0 shrinkage=0.0204111 Tree=7762 num_leaves=4 num_cat=0 split_feature=457 1 47 split_gain=1.78129 2.74012 1.60579 threshold=0.080930000000000016 0.086105000000000015 0.10980000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.1475896377939319e-05 -0.00014530048436057672 0.00030261114183775898 0.00016908074758156558 leaf_weight=49.22802996071141 2.9254584898699232 7.9460022524290252 8.1587613317660708 leaf_count=2142 86 112 134 internal_value=0 0.000181828 5.89231e-06 internal_weight=0 10.8715 57.3868 internal_count=2474 198 2276 is_linear=0 shrinkage=0.000400217 Tree=7763 num_leaves=3 num_cat=0 split_feature=128 1373 split_gain=1.77096 1.55506 threshold=0.085185000000000025 0.10355500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001018406963994963 -0.020632918656614579 -0.022253264493682461 leaf_weight=63.894290957035082 1.5692730974319591 1.1071492694754841 leaf_count=2314 173 15 internal_value=0 0.000584443 internal_weight=0 65.0014 internal_count=2502 2329 is_linear=0 shrinkage=0.0204111 Tree=7764 num_leaves=3 num_cat=0 split_feature=2 403 split_gain=1.87628 1.39114 threshold=-0.13033999999999998 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029718147448538256 -0.00032519674077514065 1.1542968815869802e-06 leaf_weight=3.2454691378661655 2.050680954291237 64.158436641629123 leaf_count=65 321 2082 internal_value=0 -9.48566e-06 internal_weight=0 66.2091 internal_count=2468 2403 is_linear=0 shrinkage=0.000400217 Tree=7765 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=2.11914 2.39469 threshold=-0.51412499999999983 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015457692989349391 -0.004943832147133973 0.0028978578734426114 leaf_weight=3.2195781871123463 34.162925033398096 30.704572859351174 leaf_count=38 1708 707 internal_value=0 -0.00123343 internal_weight=0 64.8675 internal_count=2453 2415 is_linear=0 shrinkage=0.0204111 Tree=7766 num_leaves=4 num_cat=0 split_feature=0 13 0 split_gain=2.02914 2.24365 2.12761 threshold=-0.0029549999999999997 -0.13890499999999997 -0.13314999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024618125331312512 -0.0098464042067744912 0.01077596355817265 -0.0056096653194615846 leaf_weight=25.149171925968854 2.6317306955352242 11.250910511738764 29.404500819827266 leaf_count=342 33 235 1899 internal_value=0 0.00681908 -0.0018913 internal_weight=0 13.8826 54.5537 internal_count=2509 268 2241 is_linear=0 shrinkage=0.0204111 Tree=7767 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=1.57182 2.94153 threshold=0.08573500000000002 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002249827619065769 0.019709199939922151 -0.02486969340689333 leaf_weight=63.784309943697735 1.5247766349930305 1.8952162014902558 leaf_count=2415 41 34 internal_value=0 -0.000540229 internal_weight=0 65.6795 internal_count=2490 2449 is_linear=0 shrinkage=0.0204111 Tree=7768 num_leaves=4 num_cat=0 split_feature=11 3 16 split_gain=1.65855 2.11203 1.23961 threshold=0.081365000000000007 -0.10072999999999999 -0.39185999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016292793680352833 2.2879288298232793e-05 -7.4167547344682663e-06 -0.00038585039920513274 leaf_weight=15.537452368549564 2.0873072976246476 45.677907156460606 2.6120999193772141 leaf_count=207 30 2136 108 internal_value=0 3.6038e-05 -0.000208 internal_weight=0 61.2154 4.69941 internal_count=2481 2343 138 is_linear=0 shrinkage=0.000400217 Tree=7769 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.38358 1.5089 threshold=-0.28286499999999998 0.11115500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003201798992895516 1.4506617312668149e-05 0.00023430811031250332 leaf_weight=1.7228498928525358 62.796511321532307 5.3255454178001846 leaf_count=62 2258 153 internal_value=0 3.20462e-05 internal_weight=0 68.1221 internal_count=2473 2411 is_linear=0 shrinkage=0.000400217 Tree=7770 num_leaves=4 num_cat=0 split_feature=12 453 1 split_gain=1.40053 1.40513 1.26079 threshold=0.11215000000000001 0.10218000000000001 0.12500000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.554988095959055e-05 -0.00042010699270717032 -0.00039602865240272682 8.7392213329233923e-05 leaf_weight=64.058669074011959 2.0506927031124174 1.1200337167829264 1.1778742927999699 leaf_count=2281 125 15 37 internal_value=0 2.74672e-05 -0.000238233 internal_weight=0 65.1787 3.22857 internal_count=2458 2296 162 is_linear=0 shrinkage=0.000400217 Tree=7771 num_leaves=3 num_cat=0 split_feature=13 1429 split_gain=1.76002 1.44522 threshold=0.26937000000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021698849642623658 -0.019775385580443283 0.00054516324471061916 leaf_weight=1.1282470913670284 1.7929352075079794 64.520188566960314 leaf_count=129 46 2315 internal_value=0 0.000126578 internal_weight=0 65.6484 internal_count=2490 2444 is_linear=0 shrinkage=0.0204111 Tree=7772 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=1.52063 1.66553 0.698731 threshold=0.11610500000000001 0.11426500000000002 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015900499289766038 -0.024730004569166547 0.024429533551805601 -0.0036873265919806514 leaf_weight=63.301766399527423 1.1396773232208937 1.2476815707705089 1.4838693202309512 leaf_count=2324 51 24 73 internal_value=0 0.00207305 -0.0134664 internal_weight=0 64.5494 2.62355 internal_count=2472 2348 124 is_linear=0 shrinkage=0.0204111 Tree=7773 num_leaves=4 num_cat=0 split_feature=402 42 15 split_gain=1.48222 1.42749 0.00801198 threshold=-0.089154999999999998 -0.40186499999999997 -0.053579999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012076966457149955 -0.00045078523251818075 4.0837407010615663e-05 -0.0004119556067986978 leaf_weight=0.13290068066271477 0.84819874912500282 66.653517666310563 1.0836901927868883 leaf_count=35 8 2273 172 internal_value=0 3.39236e-05 -0.000393005 internal_weight=0 67.5017 1.21659 internal_count=2488 2281 207 is_linear=0 shrinkage=0.000400217 Tree=7774 num_leaves=4 num_cat=0 split_feature=2 2 2 split_gain=1.33192 1.84815 0.0448348 threshold=0.14846500000000004 0.13194500000000003 0.16096500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4608972009877876e-05 0.00018966788361985453 -0.0002800071182881187 0.00037265064471698594 leaf_weight=61.728893420848635 0.73945887180161607 3.2519067123430423 1.400676674022179 leaf_count=2252 37 95 66 internal_value=0 8.9093e-06 0.000322 internal_weight=0 64.9808 2.14014 internal_count=2450 2347 103 is_linear=0 shrinkage=0.000400217 Tree=7775 num_leaves=4 num_cat=0 split_feature=4 4 11 split_gain=2.37288 3.30327 2.62267 threshold=-0.0016099999999999997 0.005935000000000001 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056178788948292339 -0.020027462510814727 -0.00069281298036643984 -0.022076732355205114 leaf_weight=33.394801977646239 4.1214258960335419 28.299412540607591 1.3790089505328058 leaf_count=1553 146 710 91 internal_value=0 -0.00321116 0.00445227 internal_weight=0 32.4208 34.7738 internal_count=2500 856 1644 is_linear=0 shrinkage=0.0204111 Tree=7776 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=1.50725 2.29289 1.84109 threshold=-0.12077499999999998 0.094435000000000005 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017940386676310672 -0.0059355777257109619 0.0026933425054821588 0.018471977621984548 leaf_weight=12.80767771219371 26.102102255365025 25.031170391397609 3.4127700524404636 leaf_count=240 1584 610 29 internal_value=0 -0.00171482 0.00540564 internal_weight=0 51.1333 16.2204 internal_count=2463 2194 269 is_linear=0 shrinkage=0.0204111 Tree=7777 num_leaves=4 num_cat=0 split_feature=457 0 49 split_gain=1.97915 1.71064 1.53817 threshold=-0.0046349999999999994 -0.22961999999999996 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018550044925105338 0.010151641083579906 0.00020301419540022229 0.0051639612258324325 leaf_weight=3.6290349662485824 8.2525432974507549 51.779002301040236 1.5796565660129989 leaf_count=147 73 2198 47 internal_value=0 0.00158701 -0.0114009 internal_weight=0 60.0315 5.20869 internal_count=2465 2271 194 is_linear=0 shrinkage=0.0204111 Tree=7778 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=2.12012 3.90615 2.31518 threshold=-0.10674499999999999 -0.074494999999999992 0.077995000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016293129174584333 -0.013915944677105895 0.0009811657170340376 0.0014327603670997624 leaf_weight=5.2351383753994041 10.120509185508125 25.831797717797599 23.996571873825815 leaf_count=46 1268 753 398 internal_value=0 -0.00324253 0.00414614 internal_weight=0 35.9523 29.2317 internal_count=2465 2021 444 is_linear=0 shrinkage=0.0204111 Tree=7779 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=1.64616 1.62435 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00038463254638663812 0.017465675372608857 -0.018506516936412316 leaf_weight=61.616039016918876 2.1654244235833167 1.8443900905986073 leaf_count=2387 52 32 internal_value=0 -0.000196041 internal_weight=0 63.4604 internal_count=2471 2419 is_linear=0 shrinkage=0.0204111 Tree=7780 num_leaves=4 num_cat=0 split_feature=457 3 150 split_gain=1.52495 1.50037 0.608144 threshold=0.092360000000000012 0.15217000000000003 0.11235000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1279882175798484e-05 7.6520276595344223e-05 0.00023446281478626058 0.0003642037119296454 leaf_weight=54.613925344415748 2.1905640077929993 4.1796969424067347 2.6324521958013065 leaf_count=2262 51 110 43 internal_value=0 6.60267e-06 0.000238242 internal_weight=0 58.7936 4.82302 internal_count=2466 2372 94 is_linear=0 shrinkage=0.000400217 Tree=7781 num_leaves=4 num_cat=0 split_feature=12 12 1 split_gain=1.76934 2.44919 1.80146 threshold=0.10340500000000001 0.09864500000000001 0.10423500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.9457719944477072e-06 -0.00010165280338722303 -0.00050463706666527405 0.00033090592300037149 leaf_weight=59.319283396760511 2.1374512634906742 1.4257655735855213 5.0461840282077901 leaf_count=2087 188 90 88 internal_value=0 -5.96811e-06 0.000202616 internal_weight=0 60.745 7.18364 internal_count=2453 2177 276 is_linear=0 shrinkage=0.000400217 Tree=7782 num_leaves=4 num_cat=0 split_feature=43 484 42 split_gain=1.40878 2.28455 1.57783 threshold=-0.063379999999999978 0.08654000000000002 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01155574812514004 -0.0046467737771782409 0.011675834718532598 0.0048341974236321122 leaf_weight=2.6360872961122395 36.550177720667307 3.8508806559038922 22.557510434420692 leaf_count=104 1214 103 1002 internal_value=0 -0.00306299 0.00307572 internal_weight=0 40.4011 25.1936 internal_count=2423 1317 1106 is_linear=0 shrinkage=0.0204111 Tree=7783 num_leaves=4 num_cat=0 split_feature=0 151 3 split_gain=1.73933 1.80185 0.946354 threshold=0.12113000000000002 0.061780000000000009 -0.066654999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2733051292611825e-05 -0.00036658887824342779 -0.00021576556963466865 -2.3892443377175616e-05 leaf_weight=54.599196676074371 3.257098926580511 5.4805415412993161 2.1190309352241448 leaf_count=2240 81 105 31 internal_value=0 6.16043e-07 -0.000234756 internal_weight=0 60.0797 5.37613 internal_count=2457 2345 112 is_linear=0 shrinkage=0.000400217 Tree=7784 num_leaves=4 num_cat=0 split_feature=2 1444 49 split_gain=1.7539 1.58877 0.10113 threshold=0.14753000000000002 -0.084274999999999989 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003855790209303146 0.00036857893203540344 -4.6174811595724859e-05 0.00017391805168491905 leaf_weight=1.2844272711809015 1.4448173587770718 62.57046731182254 1.0828780702722722 leaf_count=29 82 2364 24 internal_value=0 -3.68305e-05 0.0002961 internal_weight=0 63.8549 2.5277 internal_count=2499 2393 106 is_linear=0 shrinkage=0.000400217 Tree=7785 num_leaves=4 num_cat=0 split_feature=480 2 42 split_gain=1.31613 1.30164 0.282936 threshold=1.0000000180025095e-35 -0.18970999999999996 0.09112000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039561364911843349 -0.00038844232594104175 2.4891225126726563e-05 1.6920578591799774e-05 leaf_weight=1.441460115573135 1.3590271253615345 66.260544843481057 0.32824839872228029 leaf_count=39 146 2224 63 internal_value=0 3.34245e-05 -0.000313436 internal_weight=0 67.702 1.68728 internal_count=2472 2263 209 is_linear=0 shrinkage=0.000400217 Tree=7786 num_leaves=4 num_cat=0 split_feature=457 49 43 split_gain=1.81725 2.12665 1.97432 threshold=0.080930000000000016 -0.083949999999999983 0.06728000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0034083245059444178 -0.010724016557698685 0.011511280728141218 0.0070120351932436084 leaf_weight=45.271662504636424 2.1249730166164218 9.2061612441684684 8.9848932662789576 leaf_count=1991 50 147 268 internal_value=0 0.00727728 -0.00167182 internal_weight=0 11.3311 54.2566 internal_count=2456 197 2259 is_linear=0 shrinkage=0.0204111 Tree=7787 num_leaves=4 num_cat=0 split_feature=12 4 474 split_gain=2.30528 2.45128 1.95976 threshold=0.084045000000000022 0.23716000000000004 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.2519692954859546e-05 -0.00021451005843653578 6.1037277174603072e-05 0.0002902346013874103 leaf_weight=34.071396984962121 14.266913892663526 8.0114258145913464 4.5120538827541159 leaf_count=707 1511 111 106 internal_value=0 -0.000115612 4.57423e-05 internal_weight=0 22.2783 38.5835 internal_count=2435 1622 813 is_linear=0 shrinkage=0.000400217 Tree=7788 num_leaves=4 num_cat=0 split_feature=2 160 2 split_gain=2.01238 2.36654 1.82633 threshold=0.097940000000000013 0.091625000000000026 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9755651513742057e-05 0.00034519054229783006 -0.00035119959503575516 3.7931902512848682e-05 leaf_weight=34.417074199582203 3.4086233314919836 3.9982637872562909 26.201539055792182 leaf_count=1562 75 136 691 internal_value=0 -6.41349e-05 7.44696e-05 internal_weight=0 38.4153 29.6102 internal_count=2464 1698 766 is_linear=0 shrinkage=0.000400217 Tree=7789 num_leaves=4 num_cat=0 split_feature=43 11 474 split_gain=1.86017 2.179 2.09868 threshold=-0.053524999999999996 0.081005000000000008 0.084660000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001134416064834166 -8.5030876025392232e-05 -0.0003103615991064643 0.00020327143753484875 leaf_weight=24.441709193228238 38.201832242058117 2.0029636361432486 4.4146292230034296 leaf_count=1090 1218 42 97 internal_value=0 8.01688e-05 -5.47113e-05 internal_weight=0 26.4447 42.6165 internal_count=2447 1132 1315 is_linear=0 shrinkage=0.000400217 Tree=7790 num_leaves=4 num_cat=0 split_feature=42 12 15 split_gain=1.43448 2.33877 1.21305 threshold=-1.0000000180025095e-35 0.040165000000000006 -0.095804999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016363584370269169 -0.0018295043188115479 -0.020167567502776214 0.0046857121794273661 leaf_weight=6.0119220448250399 16.224903416266898 2.9859567223147678 44.090496365156469 leaf_count=112 380 578 1387 internal_value=0 -0.00575824 0.00293297 internal_weight=0 8.99788 60.3154 internal_count=2457 690 1767 is_linear=0 shrinkage=0.0204111 Tree=7791 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.63537 1.59985 threshold=0.11251000000000001 -0.0068949999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012197129848715691 0.013894419094355494 0.001116082526697278 leaf_weight=3.9020824218587213 3.7880759757681508 59.43232980004268 leaf_count=377 52 2010 internal_value=0 0.000275768 internal_weight=0 63.3344 internal_count=2439 2387 is_linear=0 shrinkage=0.0204111 Tree=7792 num_leaves=3 num_cat=0 split_feature=39 483 split_gain=1.42914 1.30432 threshold=-0.046074999999999991 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017371199553126517 0.002555846431451556 -0.010403047151303626 leaf_weight=1.5347270517522691 62.125097660632491 3.3039279471795444 leaf_count=41 2089 317 internal_value=0 0.00188482 internal_weight=0 65.429 internal_count=2447 2406 is_linear=0 shrinkage=0.0204111 Tree=7793 num_leaves=3 num_cat=0 split_feature=44 39 split_gain=1.34742 1.31204 threshold=1.0000000180025095e-35 -0.020804999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017528452930115779 -0.016140928314000335 0.0010272518070758567 leaf_weight=1.5159174475520547 1.9617510399839364 64.109153888442052 leaf_count=42 53 2430 internal_value=0 0.000569496 internal_weight=0 65.6251 internal_count=2525 2472 is_linear=0 shrinkage=0.0204111 Tree=7794 num_leaves=4 num_cat=0 split_feature=480 42 16 split_gain=1.37788 1.38229 0.199723 threshold=0.08598500000000002 -0.40186499999999997 -0.25747499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004493452068951556 -1.7694501483750502e-05 3.5612406978477961e-05 -0.00038944767089063218 leaf_weight=0.84325397614520525 0.28767858399078239 67.000937548462844 1.3606859545689065 leaf_count=9 8 2325 157 internal_value=0 2.88543e-05 -0.00032982 internal_weight=0 67.8442 1.64836 internal_count=2499 2334 165 is_linear=0 shrinkage=0.000400217 Tree=7795 num_leaves=4 num_cat=0 split_feature=483 160 159 split_gain=1.80014 1.39823 1.37723 threshold=1.0000000180025095e-35 -0.40446999999999994 0.094345000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036083598750342061 -0.00038059361706833749 3.3441080015461102e-05 0.00022698897385449747 leaf_weight=1.3639043964908513 2.9029062082354353 61.064687413569118 0.66546457579534024 leaf_count=165 252 1973 58 internal_value=0 2.41965e-05 -0.000263827 internal_weight=0 62.4286 3.56837 internal_count=2448 2138 310 is_linear=0 shrinkage=0.000400217 Tree=7796 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=1.88239 4.04753 2.38108 threshold=-0.060644999999999991 0.092530000000000015 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024606194403857984 0.022947837175775643 -0.016085326398285468 0.0022541125568464079 leaf_weight=36.87449476542497 2.5243739041361577 7.5178607086800175 19.386020922713215 leaf_count=1808 37 213 440 internal_value=0 -0.00255317 0.00474286 internal_weight=0 44.3924 21.9104 internal_count=2498 2021 477 is_linear=0 shrinkage=0.0204111 Tree=7797 num_leaves=4 num_cat=0 split_feature=42 43 43 split_gain=1.60318 2.85089 2.6446 threshold=0.082115000000000007 -0.52334499999999984 0.0036400000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016286445189081375 0.020063988083347157 -0.0073248161454323975 0.012763792055284898 leaf_weight=38.262689245765614 1.6441850683186228 16.321511692372042 8.3647800281814835 leaf_count=1037 12 1175 218 internal_value=0 -0.0047095 0.00244858 internal_weight=0 17.9657 46.6275 internal_count=2442 1187 1255 is_linear=0 shrinkage=0.0204111 Tree=7798 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=1.2666 1.58339 threshold=0.16946000000000003 -0.17003499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020008126329159281 0.020473404721011761 -0.00029956698416602165 leaf_weight=1.6329608258265569 1.0723308008746233 63.689597834789311 leaf_count=74 20 2374 internal_value=0 -0.000825644 internal_weight=0 65.3226 internal_count=2468 2448 is_linear=0 shrinkage=0.0204111 Tree=7799 num_leaves=4 num_cat=0 split_feature=2 2 1 split_gain=1.41066 1.49129 0.912544 threshold=0.14083500000000002 -0.18970999999999996 0.11831500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038440173785090248 -8.7007693134980092e-05 -1.2195385664838592e-05 0.00035119331036744254 leaf_weight=1.4448802754632186 0.96545778966537854 61.77572384727182 2.9156280977967981 leaf_count=43 40 2299 105 internal_value=0 -2.46775e-06 0.000242803 internal_weight=0 63.2206 3.88109 internal_count=2487 2342 145 is_linear=0 shrinkage=0.000400217 Tree=7800 num_leaves=4 num_cat=0 split_feature=42 43 1 split_gain=1.68563 1.89964 1.41669 threshold=0.09832500000000001 0.12415000000000002 0.10732500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0038512245016433951 -0.0026062846880742282 0.011541403292088076 0.016645369087480703 leaf_weight=54.053154143134179 2.8154975427714808 3.4523223727514951 3.4760211432294454 leaf_count=1984 230 160 94 internal_value=0 -0.0029065 0.00813519 internal_weight=0 57.5055 6.29152 internal_count=2468 2144 324 is_linear=0 shrinkage=0.0204111 Tree=7801 num_leaves=4 num_cat=0 split_feature=1429 16 0 split_gain=1.54715 1.39288 0.128203 threshold=-1.0000000180025095e-35 -0.55433999999999994 -0.14822499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034919014320885476 -0.025969770965722012 0.0010934788732738247 -0.014967946693680675 leaf_weight=0.26880190381780267 0.6901902108656931 64.910069524635674 0.79599016737665695 leaf_count=11 23 2342 111 internal_value=0 0.000764977 -0.0228478 internal_weight=0 65.6003 1.06479 internal_count=2487 2365 122 is_linear=0 shrinkage=0.0204111 Tree=7802 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=1.42187 1.51204 threshold=-0.52412999999999987 -0.26719999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016809392130682544 -0.023014964150589488 0.00058017610683239412 leaf_weight=2.0998332588933399 1.0393150798222439 65.715909310193638 leaf_count=23 163 2314 internal_value=0 0.000174899 internal_weight=0 66.7552 internal_count=2500 2477 is_linear=0 shrinkage=0.0204111 Tree=7803 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=1.77771 2.2164 1.55696 threshold=0.095595000000000013 -0.15378499999999998 0.095330000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026548388202619413 0.013742635908198096 -0.011681149882058421 -0.017723389997875014 leaf_weight=52.893343817615005 1.6283323688840017 8.1598444339138023 1.4986583039872119 leaf_count=1788 17 504 154 internal_value=0 -0.00734413 0.0020581 internal_weight=0 9.78818 54.392 internal_count=2463 521 1942 is_linear=0 shrinkage=0.0204111 Tree=7804 num_leaves=4 num_cat=0 split_feature=376 3 52 split_gain=2.48948 2.12991 0.35448 threshold=0.048375000000000008 -0.10072999999999999 -0.088089999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9202796264838291e-05 8.3389387406085765e-05 -8.7351380171390758e-05 0.00036308979803685999 leaf_weight=17.652306458959174 1.0726718597434231 39.912175703407229 2.8130326917380435 leaf_count=340 38 1974 92 internal_value=0 -3.62225e-05 0.000290375 internal_weight=0 57.5645 3.8857 internal_count=2444 2314 130 is_linear=0 shrinkage=0.000400217 Tree=7805 num_leaves=4 num_cat=0 split_feature=457 0 12 split_gain=1.40991 1.72118 1.71017 threshold=-1.0000000180025095e-35 -0.10674499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010569035138152719 0.0054965590959338145 -0.0014869405322262593 -0.014038825224467052 leaf_weight=1.4331065879669038 24.992644857333744 35.402022837742606 5.062316657658811 leaf_count=20 375 1910 183 internal_value=0 0.00140781 -0.00852241 internal_weight=0 60.3947 6.49542 internal_count=2488 2285 203 is_linear=0 shrinkage=0.0204111 Tree=7806 num_leaves=4 num_cat=0 split_feature=1 16 52 split_gain=2.28003 4.24254 1.54712 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029230941637187733 -0.00037715061983454353 7.3455608745380581e-05 6.4861748535916452e-05 leaf_weight=9.8711309076898051 1.1927243755271764 10.268055186974378 47.637286075610973 leaf_count=1001 125 291 1083 internal_value=0 -0.000106447 5.3227e-05 internal_weight=0 20.1392 48.83 internal_count=2500 1292 1208 is_linear=0 shrinkage=0.000400217 Tree=7807 num_leaves=4 num_cat=0 split_feature=13 1 4 split_gain=2.19151 1.70834 0.911372 threshold=-0.23438999999999996 0.10491000000000002 -0.064209999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0050877462288795158 -0.0016495932071233692 0.0055708611878801601 0.022004852338976245 leaf_weight=2.5157892974093556 37.154873731701628 21.436169829295977 2.9145941001934252 leaf_count=29 1890 424 99 internal_value=0 0.000997675 0.0144286 internal_weight=0 58.591 5.43038 internal_count=2442 2314 128 is_linear=0 shrinkage=0.0204111 Tree=7808 num_leaves=4 num_cat=0 split_feature=2 457 49 split_gain=1.87319 1.56638 0.0439391 threshold=0.14753000000000002 0.092360000000000012 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3913976060439435e-05 0.00038289520313903832 0.00018800508340126136 0.0002167946029554246 leaf_weight=55.237019804453666 1.5416014031816296 5.4994800510394262 1.0282821038708787 leaf_count=2259 85 94 24 internal_value=0 -1.3511e-05 0.00032826 internal_weight=0 60.7365 2.56988 internal_count=2462 2353 109 is_linear=0 shrinkage=0.000400217 Tree=7809 num_leaves=4 num_cat=0 split_feature=12 474 0 split_gain=1.92042 2.43365 2.01257 threshold=0.084045000000000022 0.084660000000000027 -0.10674499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7062943314146744e-05 0.00010567690258256009 0.00034033785696379015 -0.00013483079730324812 leaf_weight=33.8117106982736 7.7989261636548717 4.7402344482034087 18.836742734149539 leaf_count=714 133 103 1551 internal_value=0 7.52303e-05 -6.42625e-05 internal_weight=0 38.5519 26.6357 internal_count=2501 817 1684 is_linear=0 shrinkage=0.000400217 Tree=7810 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=1.26836 1.8697 threshold=-0.40186499999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022677995241074621 0.0004111867979746607 0.014756874549454299 leaf_weight=0.82105438466896785 61.814009921406523 3.920412240917357 leaf_count=9 2326 134 internal_value=0 0.0012904 internal_weight=0 65.7344 internal_count=2469 2460 is_linear=0 shrinkage=0.0204111 Tree=7811 num_leaves=4 num_cat=0 split_feature=456 1132 13 split_gain=1.42173 1.50915 1.12653 threshold=0.087015000000000023 -1.0000000180025095e-35 -0.087759999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042470737438936231 7.4860999887313488e-05 2.5316100549410814e-05 -0.00044717793794170254 leaf_weight=1.1045733916689631 0.96559902228909811 63.594609913655859 1.8136462326583558 leaf_count=20 32 2303 112 internal_value=0 1.69126e-05 -0.00026993 internal_weight=0 64.6992 2.77925 internal_count=2467 2323 144 is_linear=0 shrinkage=0.000400217 Tree=7812 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=1.38867 1.56315 threshold=-0.51412499999999983 0.10423500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026179561956982952 -4.7153903518894028e-05 7.9244494312159932e-05 leaf_weight=3.3289223675965323 41.006911682787177 25.210718908017952 leaf_count=43 1929 545 internal_value=0 1.02168e-06 internal_weight=0 66.2176 internal_count=2517 2474 is_linear=0 shrinkage=0.000400217 Tree=7813 num_leaves=3 num_cat=0 split_feature=46 1374 split_gain=1.56693 1.52502 threshold=0.084955000000000017 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00028626155848105367 -0.00041060345678524824 2.0045113272095891e-05 leaf_weight=2.600901778205297 1.353562678763409 64.498419473331523 leaf_count=44 36 2384 internal_value=0 7.71496e-06 internal_weight=0 67.0993 internal_count=2464 2428 is_linear=0 shrinkage=0.000400217 Tree=7814 num_leaves=3 num_cat=0 split_feature=9 480 split_gain=1.97753 1.27173 threshold=-1.0000000180025095e-35 0.08598500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041978862543461072 -5.2007441281030306e-06 -0.00036862201475127207 leaf_weight=1.6166644151508069 65.764037001398719 1.467467037415189 leaf_count=75 2264 167 internal_value=0 -1.37329e-05 internal_weight=0 67.2315 internal_count=2506 2431 is_linear=0 shrinkage=0.000400217 Tree=7815 num_leaves=3 num_cat=0 split_feature=1456 0 split_gain=1.59627 1.31739 threshold=1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0040359943878052447 -0.020039170334605807 -0.0018057589522228481 leaf_weight=28.398453153055016 1.4652332787527473 36.793043564576692 leaf_count=406 206 1860 internal_value=0 0.000741559 internal_weight=0 65.1915 internal_count=2472 2266 is_linear=0 shrinkage=0.0204111 Tree=7816 num_leaves=3 num_cat=0 split_feature=1374 44 split_gain=1.74921 1.81618 threshold=-0.094929999999999987 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032513688831949306 4.4287428192444004e-05 -0.00035559778839712523 leaf_weight=2.1550599035981568 62.00274439287432 1.7629056426521845 leaf_count=41 2415 49 internal_value=0 3.2628e-05 internal_weight=0 63.7657 internal_count=2505 2464 is_linear=0 shrinkage=0.000400217 Tree=7817 num_leaves=3 num_cat=0 split_feature=3 453 split_gain=2.16224 1.93381 threshold=0.26577500000000004 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.4532329205119678e-07 0.00038893968787030194 -0.00034836553764977675 leaf_weight=60.479851459328074 2.095430210027188 2.5425113553501424 leaf_count=2287 108 56 internal_value=0 -1.40277e-05 internal_weight=0 63.0224 internal_count=2451 2343 is_linear=0 shrinkage=0.000400217 Tree=7818 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=2.0511 3.20655 2.15809 threshold=-0.12077499999999998 1.0000000180025095e-35 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012025821955633495 -0.010882615799261737 0.0010093965507360924 -0.0048859829800148623 leaf_weight=9.8822728528466524 12.516007799541056 37.42850023027313 4.5116034886377738 leaf_count=131 1221 981 125 internal_value=0 -0.0019884 0.0067282 internal_weight=0 49.9445 14.3939 internal_count=2458 2202 256 is_linear=0 shrinkage=0.0204111 Tree=7819 num_leaves=3 num_cat=0 split_feature=1374 1429 split_gain=1.6962 1.61958 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014226251344034961 -0.022865995603614301 0.0022892855230744495 leaf_weight=2.7380153979174784 0.97326243140423585 63.086773271344555 leaf_count=45 114 2279 internal_value=0 0.00186787 internal_weight=0 64.06 internal_count=2438 2393 is_linear=0 shrinkage=0.0204111 Tree=7820 num_leaves=4 num_cat=0 split_feature=41 16 1 split_gain=1.62857 1.56868 0.96429 threshold=0.078065000000000009 -0.5315899999999999 0.10776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001993180628317901 -0.0003693993757220576 5.1283675670202111e-05 3.4220048441201098e-05 leaf_weight=4.1791077807793036 2.5373030966766232 59.523482054987198 1.4489284502924418 leaf_count=76 86 2294 30 internal_value=0 3.45225e-05 -0.000225764 internal_weight=0 63.7026 3.98623 internal_count=2486 2370 116 is_linear=0 shrinkage=0.000400217 Tree=7821 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=1.6226 2.33861 1.60146 threshold=0.12113000000000002 -0.0029549999999999997 0.0060650000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035715298070526446 -0.025924141074633561 0.012163129557922986 -0.00285108890315357 leaf_weight=53.112019857009273 1.7278941538243078 6.9261997944340683 4.0350105258112308 leaf_count=2272 26 143 85 internal_value=0 0.00110718 -0.0101313 internal_weight=0 60.0382 5.7629 internal_count=2526 2415 111 is_linear=0 shrinkage=0.0204111 Tree=7822 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=2.10666 2.6284 2.03918 threshold=-0.097754999999999995 -0.048654999999999997 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0084586040364730154 -0.01188547796616856 -0.00011436528371505847 -0.0061306221787175413 leaf_weight=16.575300321725084 10.035810352246697 35.735246903557709 5.1567059864159992 leaf_count=243 1409 664 141 internal_value=0 -0.00271802 0.0049831 internal_weight=0 45.7711 21.732 internal_count=2457 2073 384 is_linear=0 shrinkage=0.0204111 Tree=7823 num_leaves=4 num_cat=0 split_feature=43 49 150 split_gain=1.49702 2.39357 1.76829 threshold=-0.074459999999999985 0.11012500000000001 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0058055984807072747 -0.0036663245662016753 0.012331195210145822 -0.014588394580574591 leaf_weight=22.823311778622614 38.553234376391629 4.2234793668135344 1.8132076800684434 leaf_count=899 1397 118 95 internal_value=0 -0.00205877 0.00424542 internal_weight=0 42.7767 24.6365 internal_count=2509 1515 994 is_linear=0 shrinkage=0.0204111 Tree=7824 num_leaves=4 num_cat=0 split_feature=0 0 484 split_gain=1.34038 3.13676 1.78801 threshold=-0.074434999999999987 -0.10674499999999999 -0.08040499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0415864043507755e-05 -0.000402108565289105 -0.00021903701857087885 9.8768423106523857e-05 leaf_weight=28.75085941683119 1.0861050286002889 11.103481054128677 25.318243254247136 leaf_count=439 53 1280 689 internal_value=0 -3.9501e-05 7.65546e-05 internal_weight=0 39.8543 26.4043 internal_count=2461 1719 742 is_linear=0 shrinkage=0.000400217 Tree=7825 num_leaves=4 num_cat=0 split_feature=1 48 16 split_gain=1.48699 2.17056 1.24075 threshold=0.13662500000000002 0.12879500000000002 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0193536005935256e-06 0.00043251341273905109 -0.00036766740666793556 -1.3958660715916009e-05 leaf_weight=59.554423607122317 2.0957448163790109 2.6386587088691149 1.8055675266004971 leaf_count=2308 95 46 40 internal_value=0 -2.00808e-05 0.000231257 internal_weight=0 62.1931 3.90131 internal_count=2489 2354 135 is_linear=0 shrinkage=0.000400217 Tree=7826 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.29153 1.87961 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039887028168006069 2.3692000385365421e-06 -0.00044834341869741059 leaf_weight=1.160553317517041 62.509119027414272 1.4060404035217278 leaf_count=8 2370 82 internal_value=0 -8.31252e-06 internal_weight=0 63.9152 internal_count=2460 2452 is_linear=0 shrinkage=0.000400217 Tree=7827 num_leaves=3 num_cat=0 split_feature=151 14 split_gain=1.52618 1.58322 threshold=-0.51118499999999989 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041509741989403346 2.2827386729320443e-05 -0.00036638970855834872 leaf_weight=1.249896244352384 65.178983841281024 1.6061884008013283 leaf_count=43 2329 79 internal_value=0 1.28691e-05 internal_weight=0 66.7852 internal_count=2451 2408 is_linear=0 shrinkage=0.000400217 Tree=7828 num_leaves=4 num_cat=0 split_feature=160 13 2 split_gain=2.3773 1.50921 1.24295 threshold=-0.091944999999999985 -0.084024999999999975 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033696229523036658 0.00011366416979693294 -2.3313025499739454e-05 -0.00034354504668914176 leaf_weight=0.38903970124374598 18.489691313399817 41.82468676138069 4.1412326783365634 leaf_count=19 601 1510 349 internal_value=0 1.88109e-05 -0.000278388 internal_weight=0 60.3144 4.53027 internal_count=2479 2111 368 is_linear=0 shrinkage=0.000400217 Tree=7829 num_leaves=4 num_cat=0 split_feature=1 16 52 split_gain=1.89774 1.84588 1.27066 threshold=0.13662500000000002 -0.0087549999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0053360436579761514 -0.0021821232559790711 0.0018391739456190045 0.020477075159567357 leaf_weight=36.692029298803845 1.6663152017354148 25.064658033852538 2.5105629018653408 leaf_count=1508 53 821 84 internal_value=0 -0.00242584 0.0116165 internal_weight=0 61.7567 4.17688 internal_count=2466 2329 137 is_linear=0 shrinkage=0.0204111 Tree=7830 num_leaves=3 num_cat=0 split_feature=2 9 split_gain=2.03808 1.77143 threshold=-0.14169499999999999 0.084755000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035502215999600541 1.0002893185444041e-05 -0.00041733844232228981 leaf_weight=2.5774853944894849 62.183245696116956 1.4814701079740178 leaf_count=62 2383 24 internal_value=0 -6.56517e-07 internal_weight=0 63.6647 internal_count=2469 2407 is_linear=0 shrinkage=0.000400217 Tree=7831 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=2.87538 2.04923 2.00392 threshold=0.27190000000000009 -0.25691999999999998 0.25928000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018640047877327313 -0.0079138320564742688 0.014100453322870403 -0.023795708605957592 leaf_weight=52.981309456986764 2.1851512799039483 7.819021048882858 1.68402439134661 leaf_count=2158 33 244 38 internal_value=0 0.00925763 -0.00258689 internal_weight=0 10.0042 54.6653 internal_count=2473 277 2196 is_linear=0 shrinkage=0.0204111 Tree=7832 num_leaves=4 num_cat=0 split_feature=16 16 41 split_gain=1.59566 2.96024 1.63559 threshold=-0.0087549999999999989 -0.056829999999999992 0.078065000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2239416621510862e-05 8.0971715358583914e-05 -0.00033019639040211693 -0.00033206021365952065 leaf_weight=32.976757410188384 25.956058275483887 5.7853598141537068 1.5222254677064473 leaf_count=1311 818 304 39 internal_value=0 -6.90216e-05 5.68361e-05 internal_weight=0 38.7621 27.4783 internal_count=2472 1615 857 is_linear=0 shrinkage=0.000400217 Tree=7833 num_leaves=4 num_cat=0 split_feature=15 51 52 split_gain=1.74489 2.45408 1.85186 threshold=-0.25061999999999995 0.0045000000000000014 -0.088284999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018419583152569093 -0.0090254057602370541 -0.013324215080388309 0.00021408970561670714 leaf_weight=4.0032658548007012 10.84887647303003 1.2567745079104495 51.473368172452865 leaf_count=176 521 22 1769 internal_value=0 0.0107154 -0.0014076 internal_weight=0 5.26004 62.3222 internal_count=2488 198 2290 is_linear=0 shrinkage=0.0204111 Tree=7834 num_leaves=3 num_cat=0 split_feature=130 456 split_gain=1.23468 1.29042 threshold=-0.23984999999999998 0.085215000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004991699806132778 4.2207496602675185e-05 -0.00021020718262197428 leaf_weight=0.60343726756400329 63.963342009952157 3.3068173707470114 leaf_count=16 2285 164 internal_value=0 2.94708e-05 internal_weight=0 67.2702 internal_count=2465 2449 is_linear=0 shrinkage=0.000400217 Tree=7835 num_leaves=4 num_cat=0 split_feature=403 159 475 split_gain=1.28315 1.44206 1.33318 threshold=-1.0000000180025095e-35 0.094480000000000022 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018053386832241915 0.0022000168354389649 -0.0096469406911052595 -0.014761360495515057 leaf_weight=0.50192140834406007 55.381526177746764 4.5279595474448788 3.596108149103201 leaf_count=3 1598 258 589 internal_value=0 0.0012883 -0.010369 internal_weight=0 59.9095 4.09803 internal_count=2448 1856 592 is_linear=0 shrinkage=0.0204111 Tree=7836 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.49396 1.74102 threshold=-0.5356749999999999 -0.50061499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016645286927035565 0.022566544584581232 0.0010222454519700174 leaf_weight=1.8227379658492271 1.4910906168515783 62.873486855265128 leaf_count=27 24 2403 internal_value=0 0.00155967 internal_weight=0 64.3646 internal_count=2454 2427 is_linear=0 shrinkage=0.0204111 Tree=7837 num_leaves=4 num_cat=0 split_feature=3 0 376 split_gain=1.83248 2.5933 2.52947 threshold=-0.097754999999999995 0.11535000000000002 0.048375000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018132938470662746 -7.1858990090720498e-05 -0.00015159572982014694 0.00024886629044332443 leaf_weight=15.757911354892714 40.587362834514806 4.8124704191577612 4.2509903371828832 leaf_count=281 2001 86 131 internal_value=0 0.000103042 -4.09078e-05 internal_weight=0 20.5704 44.8384 internal_count=2499 367 2132 is_linear=0 shrinkage=0.000400217 Tree=7838 num_leaves=4 num_cat=0 split_feature=147 11 150 split_gain=1.8282 1.59415 0.333432 threshold=0.089025000000000007 0.088065000000000018 0.094365000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016747097595105405 0.0068337455244132737 -0.013350563438217361 0.019272789092389619 leaf_weight=61.165098230120748 1.6259325641585736 2.9787093170516519 2.5457211111061042 leaf_count=2338 42 91 57 internal_value=0 0.000954918 0.0147299 internal_weight=0 64.1438 4.17165 internal_count=2528 2429 99 is_linear=0 shrinkage=0.0204111 Tree=7839 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=1.77307 2.13757 1.75097 threshold=-0.088284999999999988 -0.081449999999999981 0.10855000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024795316419496055 0.00030551517380041071 2.0269202792459792e-06 0.00010854720616865534 leaf_weight=7.9802345594553099 3.9029151866634484 50.174195416503153 2.9600907278254454 leaf_count=386 79 1795 142 internal_value=0 2.45166e-05 -0.000151373 internal_weight=0 54.0771 10.9403 internal_count=2402 1874 528 is_linear=0 shrinkage=0.000400217 Tree=7840 num_leaves=4 num_cat=0 split_feature=158 155 12 split_gain=1.92692 1.60508 0.20366 threshold=0.095525000000000013 0.083985000000000018 0.074370000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024152538881343972 -0.0047648301898647535 -0.016917617229460873 -0.021165127660314809 leaf_weight=63.895373343150823 0.48474944062036174 1.7297028252332882 1.5608486263354278 leaf_count=2080 44 163 147 internal_value=0 0.00187774 -0.0177277 internal_weight=0 65.6251 2.0456 internal_count=2434 2243 191 is_linear=0 shrinkage=0.0204111 Tree=7841 num_leaves=3 num_cat=0 split_feature=31 14 split_gain=1.34308 1.34061 threshold=-1.0000000180025095e-35 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040689687209900343 8.7747978400622858e-06 -0.00033720504003738767 leaf_weight=1.2081566260494572 65.010565341833171 1.7327256429280158 leaf_count=73 2303 80 internal_value=0 -7.56901e-07 internal_weight=0 66.7433 internal_count=2456 2383 is_linear=0 shrinkage=0.000400217 Tree=7842 num_leaves=4 num_cat=0 split_feature=133 1 1456 split_gain=1.35366 1.51901 1.49602 threshold=0.10637000000000002 0.10124500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2277425363754075e-05 -0.00048197004426187414 0.00025431075004353807 -0.00032028441250712373 leaf_weight=63.912871600321068 1.5364872405079943 0.53600915915740177 1.7652894019829535 leaf_count=1926 315 33 198 internal_value=0 -0.000288271 3.2004e-05 internal_weight=0 2.0725 65.6782 internal_count=2472 348 2124 is_linear=0 shrinkage=0.000400217 Tree=7843 num_leaves=4 num_cat=0 split_feature=52 14 12 split_gain=2.04486 1.76821 0.38139 threshold=-0.29521499999999995 0.076175000000000007 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0069303948992127645 0.001691526887317133 -0.020652731910566657 -0.020406168847581469 leaf_weight=0.18134918599389527 61.690420446269854 1.3999222517950318 2.1103765424986696 leaf_count=6 2141 71 261 internal_value=0 0.00116002 -0.0180209 internal_weight=0 63.0903 2.29173 internal_count=2479 2212 267 is_linear=0 shrinkage=0.0204111 Tree=7844 num_leaves=4 num_cat=0 split_feature=52 1 52 split_gain=1.48521 2.63969 2.61892 threshold=-0.087789999999999993 1.0000000180025095e-35 -0.081449999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020631578363775716 0.017767633869813712 -6.653442118189906e-05 0.00015541240725096538 leaf_weight=3.6879217697814957 3.6607588285114607 8.2392953830849347 52.012148462410096 leaf_count=267 68 279 1886 internal_value=0 -0.00655803 0.00134684 internal_weight=0 11.9272 55.6729 internal_count=2500 546 1954 is_linear=0 shrinkage=0.0204111 Tree=7845 num_leaves=3 num_cat=0 split_feature=4 2 split_gain=1.68043 1.64277 threshold=0.51167000000000018 0.16826500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.612005936436245e-05 0.00038359691085916868 0.00038410007692278266 leaf_weight=63.139899369001341 1.375814661332696 1.276910737309662 leaf_count=2327 102 45 internal_value=0 -4.67424e-05 internal_weight=0 64.4168 internal_count=2474 2372 is_linear=0 shrinkage=0.000400217 Tree=7846 num_leaves=4 num_cat=0 split_feature=43 376 42 split_gain=1.43426 1.95238 1.95191 threshold=-0.18545499999999995 0.088470000000000007 -0.11377999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019412338219760721 -3.1795878762853767e-05 0.00039964390819089514 0.0002617980933615393 leaf_weight=1.8647867501422295 56.538679621271967 1.6196351099133597 6.4168361354531935 leaf_count=57 2270 46 103 internal_value=0 -1.9036e-05 0.000157917 internal_weight=0 58.1583 8.28162 internal_count=2476 2316 160 is_linear=0 shrinkage=0.000400217 Tree=7847 num_leaves=4 num_cat=0 split_feature=147 52 4 split_gain=1.50854 2.45295 0.849265 threshold=0.089025000000000007 0.18635500000000002 0.24894000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002295106897449422 0.00081572155678248529 -0.017990186465195464 0.019131809982946814 leaf_weight=58.049438544486748 1.8650695357209759 3.3194003446847082 2.3466643512947485 leaf_count=2115 53 263 46 internal_value=0 -0.00122119 0.0112521 internal_weight=0 61.3688 4.21173 internal_count=2477 2378 99 is_linear=0 shrinkage=0.0204111 Tree=7848 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=1.64212 2.59824 1.89292 threshold=0.27772500000000006 -0.23040499999999997 0.12230500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000175937082278241 0.00018958369765692792 -8.6864998551138979e-05 -0.00027852864156692475 leaf_weight=6.8175751429953371 8.9982790467583964 46.358408022376352 1.5294732360634942 leaf_count=49 265 2139 18 internal_value=0 -5.28728e-05 0.000119361 internal_weight=0 53.176 10.5278 internal_count=2471 2188 283 is_linear=0 shrinkage=0.000400217 Tree=7849 num_leaves=4 num_cat=0 split_feature=52 1 15 split_gain=1.50977 1.72154 0.286424 threshold=-0.40306999999999998 0.098950000000000024 -0.092059999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028164979217157574 -0.0023809708969770855 0.0043798744728325636 -0.020063423477269485 leaf_weight=0.23104352594236832 38.691637720787185 26.232023413225761 1.7262499788994308 leaf_count=15 1677 550 235 internal_value=0 0.000353546 -0.0173564 internal_weight=0 64.9237 1.95729 internal_count=2477 2227 250 is_linear=0 shrinkage=0.0204111 Tree=7850 num_leaves=3 num_cat=0 split_feature=376 1456 split_gain=1.58481 1.58627 threshold=0.088470000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.0437252768268618e-06 0.0003190213445312352 -0.00040881793025287209 leaf_weight=62.57585399993286 2.1863406155680414 1.5194561928356041 leaf_count=2240 48 218 internal_value=0 -1.92172e-05 internal_weight=0 64.0953 internal_count=2506 2458 is_linear=0 shrinkage=0.000400217 Tree=7851 num_leaves=3 num_cat=0 split_feature=453 457 split_gain=1.48832 1.57335 threshold=0.10218000000000001 0.088350000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00068469785587941786 -0.021925240092051386 0.012178275724770673 leaf_weight=58.221159955007352 1.0223445950541634 5.3140176302003956 leaf_count=2368 11 113 internal_value=0 0.00166574 internal_weight=0 63.5352 internal_count=2492 2481 is_linear=0 shrinkage=0.0204111 Tree=7852 num_leaves=4 num_cat=0 split_feature=4 2 40 split_gain=2.12913 1.87495 0.793071 threshold=-0.49367499999999992 0.089965000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018373456772556639 -0.0038139063423108565 0.0034083446914556425 -0.024184403389602004 leaf_weight=1.0013273530639708 25.264728869814462 36.426913691226673 1.9574195467430391 leaf_count=15 1327 1046 103 internal_value=0 0.000449047 -0.0169643 internal_weight=0 61.6916 2.95875 internal_count=2491 2373 118 is_linear=0 shrinkage=0.0204111 Tree=7853 num_leaves=4 num_cat=0 split_feature=13 1 12 split_gain=1.81596 1.62584 1.12546 threshold=-0.09194999999999999 0.094695000000000015 0.095525000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.007160014927774066 -0.0079029339329541159 -0.00050801584602863615 -0.0060863201755635863 leaf_weight=11.205046415263494 24.083327021109653 25.412184297594649 3.404069065290968 leaf_count=297 1531 584 52 internal_value=0 -0.00411592 0.00405067 internal_weight=0 49.4955 14.6091 internal_count=2464 2115 349 is_linear=0 shrinkage=0.0204111 Tree=7854 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=1.32857 1.6288 threshold=-1.0000000180025095e-35 0.097940000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040581854962308908 -5.740957963916008e-05 7.0348736282038618e-05 leaf_weight=1.1908910114707385 36.979582022121122 27.975800635021187 leaf_count=65 1646 760 internal_value=0 -2.35865e-06 internal_weight=0 64.9554 internal_count=2471 2406 is_linear=0 shrinkage=0.000400217 Tree=7855 num_leaves=4 num_cat=0 split_feature=0 16 1 split_gain=2.03034 3.03296 2.85662 threshold=-0.074249999999999997 -0.54135999999999995 0.094405000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0093130039909771201 -0.041260725778520566 0.0046749830702951566 0.0016639405686869066 leaf_weight=19.222949716608127 0.50185849459376441 25.600949411493275 20.132663905398658 leaf_count=1369 9 738 364 internal_value=0 0.00361935 -0.00370887 internal_weight=0 26.1028 39.3556 internal_count=2480 747 1733 is_linear=0 shrinkage=0.0204111 Tree=7856 num_leaves=3 num_cat=0 split_feature=38 146 split_gain=1.99833 1.44238 threshold=1.0000000180025095e-35 0.10064500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013995431289949151 -0.018339794341236282 -0.021765242618886443 leaf_weight=61.22459237006251 2.2016788754808649 1.0289065539836872 leaf_count=2411 48 9 internal_value=0 0.000978294 internal_weight=0 62.2535 internal_count=2468 2420 is_linear=0 shrinkage=0.0204111 Tree=7857 num_leaves=3 num_cat=0 split_feature=3 2 split_gain=1.4284 1.48553 threshold=-0.48702499999999999 -0.13033999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016950347567464309 0.014150283576883348 -0.00069460514569593822 leaf_weight=2.0260816365480414 2.8392823212197973 57.910726376623643 leaf_count=28 61 2359 internal_value=0 2.39585e-05 internal_weight=0 60.75 internal_count=2448 2420 is_linear=0 shrinkage=0.0204111 Tree=7858 num_leaves=4 num_cat=0 split_feature=12 155 15 split_gain=1.76113 1.24457 0.596008 threshold=0.12477500000000001 0.091145000000000018 -0.11949999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019949880113877176 -0.030140552500630254 -0.017315963853203463 -0.0064134419310169898 leaf_weight=62.423361274199578 0.81729600980179384 1.3108331436396827 0.98874926345069869 leaf_count=2250 15 143 63 internal_value=0 0.00156815 -0.0182835 internal_weight=0 63.7342 1.80605 internal_count=2471 2393 78 is_linear=0 shrinkage=0.0204111 Tree=7859 num_leaves=4 num_cat=0 split_feature=15 42 147 split_gain=1.95366 1.59195 1.58086 threshold=0.091545000000000015 0.10270000000000001 0.15831500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012036683447165688 -0.019315241821836804 -0.014870351766106566 0.015476646461778258 leaf_weight=58.57660393968581 3.3930732517601423 2.5724756781510214 0.5573860304430126 leaf_count=1894 400 167 6 internal_value=0 0.000501509 -0.014115 internal_weight=0 61.1491 3.95046 internal_count=2467 2061 406 is_linear=0 shrinkage=0.0204111 Tree=7860 num_leaves=3 num_cat=0 split_feature=1375 45 split_gain=1.46428 1.38771 threshold=-0.53764999999999985 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045217238210820828 0.00039719825903867568 -2.3690104882228538e-05 leaf_weight=0.97966556815663253 1.1685438118875016 62.62406490857984 leaf_count=5 9 2415 internal_value=0 -1.52979e-05 internal_weight=0 63.7926 internal_count=2429 2424 is_linear=0 shrinkage=0.000400217 Tree=7861 num_leaves=3 num_cat=0 split_feature=483 16 split_gain=1.47197 1.27744 threshold=-0.06916499999999999 -0.55433999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021738342919116825 -0.026169982679491829 0.00084769834735214935 leaf_weight=1.1478735427535856 0.62560503338317985 63.583117352534373 leaf_count=156 17 2315 internal_value=0 0.000539359 internal_weight=0 64.2087 internal_count=2488 2332 is_linear=0 shrinkage=0.0204111 Tree=7862 num_leaves=4 num_cat=0 split_feature=159 15 157 split_gain=1.4941 1.47591 0.893251 threshold=0.11259000000000001 0.097210000000000019 -0.04831499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026029347818575096 0.0046223945422863115 -0.010164642443827126 -0.024118695961328554 leaf_weight=58.667138020287439 0.59756388042296738 3.9212225654591739 1.3935443705950081 leaf_count=2093 41 249 95 internal_value=0 0.00178631 -0.0157062 internal_weight=0 62.5884 1.99111 internal_count=2478 2342 136 is_linear=0 shrinkage=0.0204111 Tree=7863 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=1.3075 1.36761 threshold=-1.0000000180025095e-35 0.26577500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004047856966828425 -1.9015836659195809e-05 0.00029684243976745635 leaf_weight=1.140628577039023 62.884627060082039 2.1630906957434481 leaf_count=68 2320 98 internal_value=0 -8.02028e-06 internal_weight=0 65.0477 internal_count=2486 2418 is_linear=0 shrinkage=0.000400217 Tree=7864 num_leaves=4 num_cat=0 split_feature=14 0 43 split_gain=2.18874 1.76367 0.0261689 threshold=0.076175000000000007 -0.10674499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3015358385397317e-05 -0.00029966468994693769 -3.8420059965209869e-05 -0.00056401839753070432 leaf_weight=29.606048609632126 0.630314937690855 36.261389728119866 0.72579228148060682 leaf_count=381 38 2039 42 internal_value=0 2.0715e-05 -0.000473374 internal_weight=0 65.8674 1.35611 internal_count=2500 2420 80 is_linear=0 shrinkage=0.000400217 Tree=7865 num_leaves=4 num_cat=0 split_feature=42 131 47 split_gain=1.27831 1.4016 1.19025 threshold=-0.0044549999999999998 0.10340500000000001 0.11518500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021868971006619925 9.7370108033081875e-06 0.00032808195684605213 0.00013713520128646642 leaf_weight=6.7799532494664145 56.495170122526361 2.1940751602160153 1.8436037020292131 leaf_count=669 1727 62 21 internal_value=0 2.22403e-05 -0.000141836 internal_weight=0 58.6892 8.62356 internal_count=2479 1789 690 is_linear=0 shrinkage=0.000400217 Tree=7866 num_leaves=3 num_cat=0 split_feature=146 1132 split_gain=1.7268 1.4391 threshold=0.086030000000000009 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040970171653099269 -0.00043950901527111649 3.3552799353115275e-05 leaf_weight=1.0833495135302644 1.1925155595527019 64.431059056503727 leaf_count=21 18 2440 internal_value=0 2.55366e-05 internal_weight=0 65.5144 internal_count=2479 2461 is_linear=0 shrinkage=0.000400217 Tree=7867 num_leaves=4 num_cat=0 split_feature=157 12 16 split_gain=1.37303 2.73897 1.80966 threshold=-0.077384999999999995 0.083325000000000024 -0.066784999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029006113798827764 3.3262458276319082e-05 -0.0002045401678003453 -0.0001147631092818045 leaf_weight=5.8343788230340561 30.00969884179176 2.4745386780409717 23.492377402677903 leaf_count=78 1205 226 937 internal_value=0 0.000141999 -3.18384e-05 internal_weight=0 8.30892 53.5021 internal_count=2446 304 2142 is_linear=0 shrinkage=0.000400217 Tree=7868 num_leaves=4 num_cat=0 split_feature=159 159 12 split_gain=1.38988 1.73137 1.22781 threshold=-0.032739999999999991 -0.027939999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0078797455429135254 0.024255742314943887 2.3605711018848828e-05 -0.01938425932132257 leaf_weight=0.85298409190727431 1.141495947173097 61.441711996142658 2.5946755372365251 leaf_count=13 4 2161 320 internal_value=0 0.000508121 -0.0126032 internal_weight=0 62.5832 3.44766 internal_count=2498 2165 333 is_linear=0 shrinkage=0.0204111 Tree=7869 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=1.62106 2.06436 1.71682 threshold=-0.12077499999999998 -0.077774999999999983 0.097480000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016792444984255184 -0.010616302636848391 -0.00041700318786829356 0.019348612891859806 leaf_weight=12.618307194734824 10.55626237622482 36.784399273359213 2.6944918599911025 leaf_count=247 1183 1010 24 internal_value=0 -0.00271098 0.00490629 internal_weight=0 47.3407 15.3128 internal_count=2464 2193 271 is_linear=0 shrinkage=0.0204111 Tree=7870 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=1.57681 1.80422 threshold=0.062655000000000016 -0.031249999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013017136885053193 -0.018449619707424352 0.00057545403436916288 leaf_weight=5.1910822504432863 1.5620972977412737 57.735331800055064 leaf_count=134 75 2259 internal_value=0 0.00162312 internal_weight=0 62.9264 internal_count=2468 2393 is_linear=0 shrinkage=0.0204111 Tree=7871 num_leaves=4 num_cat=0 split_feature=151 42 4 split_gain=1.7271 1.95458 1.70748 threshold=0.056735000000000001 0.084050000000000014 0.0047050000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019974193595572072 -0.023675008711013967 -0.0066876459450530123 -0.0010513830125966127 leaf_weight=42.055747409746346 2.6163330506533375 14.398404676554035 2.8552528296131641 leaf_count=1305 66 1046 47 internal_value=0 -0.000226525 -0.0121271 internal_weight=0 56.4542 5.47159 internal_count=2464 2351 113 is_linear=0 shrinkage=0.0204111 Tree=7872 num_leaves=4 num_cat=0 split_feature=484 40 456 split_gain=1.7207 1.81791 1.8172 threshold=-0.0068949999999999992 -0.0095299999999999985 0.087015000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011654796408583558 0.0017991883913313494 -0.019174923151328554 -0.01792632613076452 leaf_weight=0.9562434899562503 57.404787798199777 3.303942058913889 1.9022631667976373 leaf_count=17 1971 378 79 internal_value=0 -0.0121336 0.00113391 internal_weight=0 4.26019 59.3071 internal_count=2445 395 2050 is_linear=0 shrinkage=0.0204111 Tree=7873 num_leaves=4 num_cat=0 split_feature=147 43 150 split_gain=1.68638 1.75933 0.345762 threshold=0.089365000000000014 0.095890000000000017 0.094365000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020790382228464714 0.0055208232867327567 0.0097394935945175776 0.018661396968242178 leaf_weight=52.693680076752571 1.5764576015935738 5.715335500609398 2.0339670485554961 leaf_count=2153 39 230 57 internal_value=0 -0.00090617 0.0132623 internal_weight=0 58.409 3.61042 internal_count=2479 2383 96 is_linear=0 shrinkage=0.0204111 Tree=7874 num_leaves=3 num_cat=0 split_feature=4 480 split_gain=1.58929 1.5307 threshold=0.51087000000000005 0.08598500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.390623597751927e-05 0.00038747191874178422 -0.00039645850731044097 leaf_weight=63.961494883230444 1.6719834743471427 1.3778390068000579 leaf_count=2190 108 174 internal_value=0 4.58928e-06 internal_weight=0 65.3393 internal_count=2472 2364 is_linear=0 shrinkage=0.000400217 Tree=7875 num_leaves=3 num_cat=0 split_feature=453 156 split_gain=1.4037 1.43826 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038262680820157853 -0.00024719124666738439 4.5623466135492008e-05 leaf_weight=1.1701925479610498 2.7911671224574084 63.886774986784985 leaf_count=141 65 2281 internal_value=0 3.72763e-05 internal_weight=0 65.057 internal_count=2487 2422 is_linear=0 shrinkage=0.000400217 Tree=7876 num_leaves=4 num_cat=0 split_feature=15 38 50 split_gain=1.80489 1.91309 1.79446 threshold=-0.25061999999999995 0.088570000000000024 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033823926111150156 -2.6415900710855481e-06 -0.00046613209872494712 -0.00021920816105313972 leaf_weight=4.3449049332284622 57.45250507531091 1.3507979920032074 1.0837680981494484 leaf_count=186 2179 33 17 internal_value=0 -1.41543e-05 0.000224771 internal_weight=0 58.8033 5.42867 internal_count=2415 2212 203 is_linear=0 shrinkage=0.000400217 Tree=7877 num_leaves=4 num_cat=0 split_feature=16 40 3 split_gain=1.6836 2.30869 1.79839 threshold=0.26746000000000009 0.064905000000000018 -0.52412999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023576924636369033 -0.016227793937695956 0.018457283465313279 0.0017004441463767809 leaf_weight=1.0868431143462647 4.6640383176381865 0.86295968247577537 54.024778958473235 leaf_count=19 286 8 2135 internal_value=0 -0.0105533 0.00115516 internal_weight=0 5.527 55.1116 internal_count=2448 294 2154 is_linear=0 shrinkage=0.0204111 Tree=7878 num_leaves=4 num_cat=0 split_feature=14 1429 3 split_gain=1.89157 1.74476 0.12415 threshold=0.076175000000000007 -1.0000000180025095e-35 -0.016079999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026242940295092918 -0.028735585610267275 0.0013355122153994553 -0.013272791280572429 leaf_weight=0.85950851766392489 0.65437030737712121 59.25257408998732 0.82465622626477741 leaf_count=119 57 2278 25 internal_value=0 0.000893126 -0.0216549 internal_weight=0 60.1121 1.47903 internal_count=2479 2397 82 is_linear=0 shrinkage=0.0204111 Tree=7879 num_leaves=4 num_cat=0 split_feature=128 43 2 split_gain=1.60446 1.71517 0.0276603 threshold=0.085185000000000025 -0.51412499999999983 0.087035000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030468341155639051 -0.00042724778825359311 6.6960990528463499e-06 -0.00019226468852524687 leaf_weight=3.1411868440336539 1.1037136724771688 63.321655422183085 0.39586167924653626 leaf_count=31 115 2282 57 internal_value=0 2.12684e-05 -0.000382885 internal_weight=0 66.4628 1.49958 internal_count=2485 2313 172 is_linear=0 shrinkage=0.000400217 Tree=7880 num_leaves=4 num_cat=0 split_feature=42 12 13 split_gain=1.76916 1.83958 1.74274 threshold=-1.0000000180025095e-35 0.040165000000000006 -0.5356749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9755805337596378e-07 -0.0003791182660475346 -0.00038276653197385509 5.7411479516395717e-05 leaf_weight=5.1175678925210359 1.3929246447078174 3.1925586548013598 56.787932197991722 leaf_count=99 22 586 1752 internal_value=0 -0.000149999 4.62523e-05 internal_weight=0 8.31013 58.1809 internal_count=2459 685 1774 is_linear=0 shrinkage=0.000400217 Tree=7881 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=1.46641 1.64557 threshold=0.30863500000000005 -0.046074999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041339203243235466 0.00038259209840361876 1.4993228566647002e-05 leaf_weight=1.3567178506636981 1.5826053082746501 65.031560033918595 leaf_count=29 101 2364 internal_value=0 5.55741e-06 internal_weight=0 66.3883 internal_count=2494 2393 is_linear=0 shrinkage=0.000400217 Tree=7882 num_leaves=4 num_cat=0 split_feature=13 16 0 split_gain=1.80194 1.9532 1.12885 threshold=0.11184000000000001 0.3935300000000001 -0.059114999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049781942844004683 -0.0025054820498320663 -0.019863893483895396 0.012590615730663056 leaf_weight=54.488613333971898 2.8775680277394713 2.1480170955946951 6.9018281632743292 leaf_count=2120 100 215 64 internal_value=0 -0.00127005 0.00817054 internal_weight=0 56.6366 9.7794 internal_count=2499 2335 164 is_linear=0 shrinkage=0.0204111 Tree=7883 num_leaves=3 num_cat=0 split_feature=151 14 split_gain=1.31119 1.2011 threshold=-0.51118499999999989 -0.46885499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040734035347988448 -0.00033516582011986797 2.7438979747105406e-05 leaf_weight=1.063038024580236 1.3856514216749918 64.163913201801734 leaf_count=41 38 2399 internal_value=0 1.92154e-05 internal_weight=0 65.5496 internal_count=2478 2437 is_linear=0 shrinkage=0.000400217 Tree=7884 num_leaves=4 num_cat=0 split_feature=0 15 474 split_gain=1.82948 2.23299 1.92008 threshold=-0.10674499999999999 0.084050000000000014 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.9336856959131563e-05 -2.183015720354229e-05 -0.00035732830526911887 0.00034005549303149548 leaf_weight=25.572098116171222 31.731747528634969 3.4216318960243362 3.8183160498883799 leaf_count=410 1276 761 38 internal_value=0 -5.55165e-05 7.95476e-05 internal_weight=0 35.1534 29.3904 internal_count=2485 2037 448 is_linear=0 shrinkage=0.000400217 Tree=7885 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=1.33501 2.59354 threshold=0.14780500000000005 0.099555000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016197091699146999 -0.018588942720741106 0.012679652453910641 leaf_weight=54.014598229475268 1.5840040426069197 5.7441462651322572 leaf_count=2250 71 153 internal_value=0 -0.00022408 internal_weight=0 59.7587 internal_count=2474 2403 is_linear=0 shrinkage=0.0204111 Tree=7886 num_leaves=4 num_cat=0 split_feature=130 2 4 split_gain=1.27834 2.00102 1.8248 threshold=-0.0020949999999999996 0.10787000000000001 -0.083954999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016988871873327826 0.0078587415674743807 0.017619616091930999 -0.00021952650809357047 leaf_weight=3.2238772802447775 15.440647561626063 0.78195993497502048 46.398561038407024 leaf_count=209 395 36 1793 internal_value=0 -0.00993772 0.0018081 internal_weight=0 4.00584 61.8392 internal_count=2433 245 2188 is_linear=0 shrinkage=0.0204111 Tree=7887 num_leaves=3 num_cat=0 split_feature=14 376 split_gain=1.81645 1.5848 threshold=0.062655000000000016 0.048375000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013372960392100936 -0.021782105499128152 0.013687842134054971 leaf_weight=60.833053302051667 1.4276513684940244 3.5522312037173824 leaf_count=2270 77 124 internal_value=0 0.000651265 internal_weight=0 64.3853 internal_count=2471 2394 is_linear=0 shrinkage=0.0204111 Tree=7888 num_leaves=4 num_cat=0 split_feature=1429 52 15 split_gain=1.78537 1.30115 0.00898174 threshold=-1.0000000180025095e-35 0.077655000000000016 -0.46714499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034189637885192442 -0.00050396620378971016 0.0060322965403404143 -0.017701092629343385 leaf_weight=0.26247359620174393 44.981168532006905 17.553381046027425 0.6818350669082055 leaf_count=3 1500 841 119 internal_value=0 0.00133826 -0.0254225 internal_weight=0 62.5345 0.944309 internal_count=2463 2341 122 is_linear=0 shrinkage=0.0204111 Tree=7889 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=2.66653 2.15055 threshold=-0.43150999999999995 -0.52412999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058076745945543999 0.00039278372866238397 -1.2409762937858422e-05 leaf_weight=1.1726625677038089 2.062322210695128 59.72906985299096 leaf_count=12 25 2438 internal_value=0 1.79978e-06 internal_weight=0 61.7914 internal_count=2475 2463 is_linear=0 shrinkage=0.000400217 Tree=7890 num_leaves=4 num_cat=0 split_feature=4 1 1 split_gain=1.34446 3.85828 1.97857 threshold=-0.083954999999999988 0.083670000000000008 0.078165000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010442716966458711 -0.012068816663012795 0.0019368450712485183 -0.0036719221800361572 leaf_weight=11.525255500882851 10.352291424718258 37.680302127630057 6.3481243432725014 leaf_count=281 1029 933 231 internal_value=0 -0.00110279 0.00543794 internal_weight=0 48.0326 17.8734 internal_count=2474 1962 512 is_linear=0 shrinkage=0.0204111 Tree=7891 num_leaves=4 num_cat=0 split_feature=42 149 12 split_gain=1.76815 1.77484 1.50173 threshold=-1.0000000180025095e-35 0.092550000000000007 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9728147827210737e-05 6.2247463636935405e-05 -0.00040272999197216055 -0.0003657079924439984 leaf_weight=5.7637452415947319 55.514627181898504 1.2361755940364663 2.984477543236153 leaf_count=110 1755 31 585 internal_value=0 5.1346e-05 -0.00014089 internal_weight=0 56.7508 8.74822 internal_count=2481 1786 695 is_linear=0 shrinkage=0.000400217 Tree=7892 num_leaves=4 num_cat=0 split_feature=457 38 49 split_gain=2.20011 2.08875 1.13667 threshold=-0.0046349999999999994 1.0000000180025095e-35 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017677703628645822 0.0021415846949102988 -0.018440414615702824 0.001471646949835853 leaf_weight=3.9420332029185374 58.785074325955975 2.0170475668746795 1.8712621339946043 leaf_count=155 2237 48 47 internal_value=0 0.00142616 -0.0116023 internal_weight=0 60.8021 5.8133 internal_count=2487 2285 202 is_linear=0 shrinkage=0.0204111 Tree=7893 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=1.69206 2.0649 threshold=-0.094929999999999987 -0.06001999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017571205698617642 0.0047648102248454404 -0.0031649827674132707 leaf_weight=2.4360879425657904 20.115299729584876 42.16418544494536 leaf_count=42 709 1710 internal_value=0 -0.000599829 internal_weight=0 62.2795 internal_count=2461 2419 is_linear=0 shrinkage=0.0204111 Tree=7894 num_leaves=3 num_cat=0 split_feature=46 403 split_gain=1.9404 1.61222 threshold=0.084955000000000017 0.090880000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2032679477418126e-05 -0.00046830714751989268 -0.00038658893314811048 leaf_weight=64.148704031409125 1.2621917691139959 1.4728645959457924 leaf_count=2248 34 209 internal_value=0 1.22184e-05 internal_weight=0 65.6216 internal_count=2491 2457 is_linear=0 shrinkage=0.000400217 Tree=7895 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=1.26664 1.35919 threshold=-0.40186499999999997 -0.074459999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044701097398025676 0.00010688452171908542 -1.4450422191376218e-05 leaf_weight=0.80225260183215041 22.460086727206544 42.815446958216853 leaf_count=7 936 1523 internal_value=0 2.74102e-05 internal_weight=0 65.2755 internal_count=2466 2459 is_linear=0 shrinkage=0.000400217 Tree=7896 num_leaves=4 num_cat=0 split_feature=376 42 457 split_gain=1.58545 1.68378 1.45219 threshold=0.048375000000000008 -0.088814999999999991 0.080930000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033694471907327744 -0.0078745742811731165 0.019775386096113581 0.0048350332088808101 leaf_weight=48.342931949870945 1.2673836176982147 2.793659622922859 10.9311625808441 leaf_count=2185 14 117 166 internal_value=0 0.0111665 -0.00185014 internal_weight=0 4.06104 59.2741 internal_count=2482 131 2351 is_linear=0 shrinkage=0.0204111 Tree=7897 num_leaves=3 num_cat=0 split_feature=148 45 split_gain=1.46864 1.31097 threshold=-0.084064999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017769690971750754 0.020392581458801479 0.00087757759518726649 leaf_weight=1.6112345610454202 1.356293994358565 62.547667532687228 leaf_count=57 21 2413 internal_value=0 0.00132671 internal_weight=0 63.904 internal_count=2491 2434 is_linear=0 shrinkage=0.0204111 Tree=7898 num_leaves=4 num_cat=0 split_feature=52 49 0 split_gain=1.50641 3.12078 1.64221 threshold=0.060835000000000007 -0.073619999999999977 -0.2661949999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039018491099421861 -0.00047570107538410264 0.00014692786400968586 -5.4211509449359217e-05 leaf_weight=1.260530587285756 1.2946759485639656 15.758404318705741 46.088626853938877 leaf_count=16 33 824 1578 internal_value=0 9.6863e-05 -4.14882e-05 internal_weight=0 17.0531 47.3492 internal_count=2451 857 1594 is_linear=0 shrinkage=0.000400217 Tree=7899 num_leaves=3 num_cat=0 split_feature=9 1444 split_gain=1.26272 1.29607 threshold=-0.036024999999999995 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02068167513848844 0.019788370370825807 -0.0004096528715157247 leaf_weight=1.1438641704407917 1.2400213092187176 62.83435148843364 leaf_count=69 27 2339 internal_value=0 1.50736e-05 internal_weight=0 64.0744 internal_count=2435 2366 is_linear=0 shrinkage=0.0204111 Tree=7900 num_leaves=4 num_cat=0 split_feature=403 0 1 split_gain=1.30507 1.53632 0.38344 threshold=0.08888500000000002 -0.0029549999999999997 0.095285000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3793028510681829e-05 -0.020762861056969954 0.0082767140785824766 0.0031550432329663044 leaf_weight=50.726757510711195 1.3450502155646962 11.094209904753368 0.31201875529404777 leaf_count=2016 188 240 24 internal_value=0 0.00143702 -0.0163446 internal_weight=0 61.821 1.65707 internal_count=2468 2256 212 is_linear=0 shrinkage=0.0204111 Tree=7901 num_leaves=4 num_cat=0 split_feature=2 49 2 split_gain=2.10676 2.83156 2.70261 threshold=0.073240000000000013 -0.046739999999999997 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010101757883092232 0.018043651049105398 -0.011821558438854088 0.0011701742858504336 leaf_weight=3.1543911867192937 4.2506059179577269 9.9210556937905476 42.52077388322914 leaf_count=80 150 506 1705 internal_value=0 -0.0064918 0.00274307 internal_weight=0 13.0754 46.7714 internal_count=2441 586 1855 is_linear=0 shrinkage=0.0204111 Tree=7902 num_leaves=4 num_cat=0 split_feature=456 3 1 split_gain=1.67388 1.68681 0.847351 threshold=0.087015000000000023 0.18307500000000002 0.11332500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035512526179603784 -0.02491437799530153 0.016041664656915817 0.0023523487436877101 leaf_weight=56.668339872002434 1.4716945951149676 2.8958597629371061 0.65231753227999423 leaf_count=2201 110 100 33 internal_value=0 0.00114643 -0.0168419 internal_weight=0 59.5642 2.12401 internal_count=2444 2301 143 is_linear=0 shrinkage=0.0204111 Tree=7903 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=1.5024 1.6835 threshold=0.161415 0.10423500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.7300331406128443e-05 -0.00042645063006877161 0.00010119256987513179 leaf_weight=39.77116196938141 1.1685827169940228 21.602390247498988 leaf_count=1852 55 521 internal_value=0 1.15422e-05 internal_weight=0 61.3736 internal_count=2428 2373 is_linear=0 shrinkage=0.000400217 Tree=7904 num_leaves=4 num_cat=0 split_feature=4 38 40 split_gain=2.05594 1.43405 1.02847 threshold=-0.49367499999999992 0.10386000000000002 -0.012109999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015212072818351224 0.00061798179120190941 -0.020209013902919615 -0.023846165595025792 leaf_weight=0.91806332953274283 60.707685836907785 1.2973050214932289 2.1942414511577217 leaf_count=17 2336 28 118 internal_value=0 0.000146585 -0.0165704 internal_weight=0 62.005 3.1123 internal_count=2499 2364 135 is_linear=0 shrinkage=0.0204111 Tree=7905 num_leaves=4 num_cat=0 split_feature=43 11 43 split_gain=1.66247 2.49666 2.47995 threshold=-0.069909999999999986 0.080150000000000013 0.14198000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011479184164161628 -8.9808210333768772e-05 -0.00031814456001484273 0.00023136457924739784 leaf_weight=22.689738915154525 36.686125603738219 2.2458548199574571 4.1932573092481098 leaf_count=1007 1250 55 181 internal_value=0 7.4551e-05 -5.63215e-05 internal_weight=0 24.9356 40.8794 internal_count=2493 1062 1431 is_linear=0 shrinkage=0.000400217 Tree=7906 num_leaves=4 num_cat=0 split_feature=52 4 52 split_gain=1.52078 2.36248 2.04035 threshold=-0.047889999999999995 0.0055300000000000011 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2437799763062602e-05 -0.00031604133156892621 0.00026091125868510736 -2.3446724439744177e-05 leaf_weight=15.98208508997641 4.1456096304518715 7.2951936647150424 37.162710470600359 leaf_count=583 212 175 1507 internal_value=0 7.40698e-05 -5.35858e-05 internal_weight=0 23.2773 41.3083 internal_count=2477 758 1719 is_linear=0 shrinkage=0.000400217 Tree=7907 num_leaves=4 num_cat=0 split_feature=1 16 151 split_gain=1.78835 3.72683 1.27709 threshold=0.094435000000000005 -0.008179999999999998 -0.28286499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019211155033977765 -0.00030033040050683215 6.8508566589463079e-05 8.7368790049850351e-05 leaf_weight=17.449862414963263 1.317831201711672 17.505451797489513 29.776231022146021 leaf_count=1188 22 539 720 internal_value=0 -6.17922e-05 6.99187e-05 internal_weight=0 34.9553 31.0941 internal_count=2469 1727 742 is_linear=0 shrinkage=0.000400217 Tree=7908 num_leaves=4 num_cat=0 split_feature=2 1 150 split_gain=2.17561 3.38229 1.42743 threshold=0.098240000000000008 0.077765000000000015 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027825690626727954 3.1374614585443513e-05 -2.1684978126692007e-06 0.0002715917707097881 leaf_weight=9.5191773220285523 20.955740415599852 27.129246422134202 4.7854306153894859 leaf_count=992 623 742 128 internal_value=0 -7.45097e-05 7.70152e-05 internal_weight=0 36.6484 25.7412 internal_count=2485 1734 751 is_linear=0 shrinkage=0.000400217 Tree=7909 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=1.64877 2.26643 1.14323 threshold=0.23993500000000004 0.080455000000000013 -0.11077499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1327242171968776e-05 3.5092987186027736e-05 -0.00044621833476892283 0.00026616487048204733 leaf_weight=47.108654546858816 8.9503543417940801 1.8893402130061066 5.4892578683939055 leaf_count=2033 161 106 174 internal_value=0 -2.90756e-05 0.000124308 internal_weight=0 48.998 14.4396 internal_count=2474 2139 335 is_linear=0 shrinkage=0.000400217 Tree=7910 num_leaves=3 num_cat=0 split_feature=1456 2 split_gain=1.49797 1.15809 threshold=-1.0000000180025095e-35 0.15669500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019971429444808758 0.00042266601802759166 0.018759236667122921 leaf_weight=1.3616030673210833 62.687984049320221 1.3567968033057685 leaf_count=226 2180 78 internal_value=0 0.00084319 internal_weight=0 64.0448 internal_count=2484 2258 is_linear=0 shrinkage=0.0204111 Tree=7911 num_leaves=3 num_cat=0 split_feature=14 15 split_gain=1.58091 1.45649 threshold=0.062655000000000016 -0.25061999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00021073704683237482 -0.00041281934944658162 -2.5093677069132709e-05 leaf_weight=4.4189079976058556 1.4705198482838557 56.440379489012685 leaf_count=184 81 2187 internal_value=0 -7.61478e-06 internal_weight=0 60.8593 internal_count=2452 2371 is_linear=0 shrinkage=0.000400217 Tree=7912 num_leaves=4 num_cat=0 split_feature=43 16 132 split_gain=1.6142 1.65527 0.0979282 threshold=0.25619500000000001 0.3935300000000001 -0.040939999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8151669104983831e-06 -0.00016516427091171326 -0.00029000350553967213 -0.00052730813478044623 leaf_weight=59.631683407648325 0.28817055074659947 3.1258048721902005 0.90280036360991178 leaf_count=2090 83 226 68 internal_value=0 -1.13097e-05 -0.000461406 internal_weight=0 62.7575 1.19097 internal_count=2467 2316 151 is_linear=0 shrinkage=0.000400217 Tree=7913 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=1.50071 2.67286 2.46881 threshold=0.094435000000000005 -0.060094999999999989 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0081931537165083699 0.0071430058612039146 0.0035152859629085684 -0.0050083566909799393 leaf_weight=19.409181210067345 19.950130733013797 13.826067530630096 10.574111840527619 leaf_count=1510 550 205 198 internal_value=0 -0.00332692 0.00293065 internal_weight=0 33.2352 30.5242 internal_count=2463 1715 748 is_linear=0 shrinkage=0.0204111 Tree=7914 num_leaves=4 num_cat=0 split_feature=43 42 132 split_gain=1.72087 1.83912 0.0438237 threshold=0.2506000000000001 -0.0044549999999999998 -0.40070499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0095340447115537814 -0.01091322764487573 0.0010584740075153226 -0.026758240492382169 leaf_weight=7.6803300820533869 0.3273582890342368 55.120795461503803 0.88492190360193379 leaf_count=574 52 1743 97 internal_value=0 -0.000251612 -0.023764 internal_weight=0 62.8011 1.21228 internal_count=2466 2317 149 is_linear=0 shrinkage=0.0204111 Tree=7915 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=1.21069 1.22909 threshold=-0.097454999999999986 0.13604000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016717332714634478 0.00068680883629620916 0.012237414671513677 leaf_weight=1.4571849370986445 59.514543485957802 3.9920582845661547 leaf_count=32 2287 143 internal_value=0 0.00143315 internal_weight=0 63.5066 internal_count=2462 2430 is_linear=0 shrinkage=0.0204111 Tree=7916 num_leaves=3 num_cat=0 split_feature=1373 52 split_gain=1.20901 1.21867 threshold=0.099250000000000019 -0.51498499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019092661543827046 -0.019088990173217021 0.0012638390110383407 leaf_weight=1.1373196458162045 1.1766032619198075 64.050023220619096 leaf_count=185 21 2263 internal_value=0 0.000876551 internal_weight=0 65.1873 internal_count=2469 2448 is_linear=0 shrinkage=0.0204111 Tree=7917 num_leaves=4 num_cat=0 split_feature=124 474 123 split_gain=1.76591 1.48069 0.758741 threshold=-0.043384999999999993 0.084660000000000027 0.083275000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00074506142815077697 -0.0028322623291455488 0.0070966311133875666 0.016076662836478961 leaf_weight=1.6144106878346054 51.540992449991791 7.0118666151574862 3.4456367488674005 leaf_count=54 1997 243 151 internal_value=0 -0.00163197 0.0108097 internal_weight=0 58.5529 5.06005 internal_count=2445 2240 205 is_linear=0 shrinkage=0.0204111 Tree=7918 num_leaves=3 num_cat=0 split_feature=46 15 split_gain=1.30141 1.64028 threshold=0.084955000000000017 -0.15094499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0079377035374819261 -0.019114786347585351 -0.0016325744005325073 leaf_weight=8.5741715437143267 1.4561232409323555 52.793863508804861 leaf_count=277 36 2120 internal_value=0 -0.000283421 internal_weight=0 61.368 internal_count=2433 2397 is_linear=0 shrinkage=0.0204111 Tree=7919 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=1.35344 1.7716 0.608759 threshold=0.088215000000000002 -0.084024999999999975 0.40404500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064659326173818763 -0.020993214857137892 -0.00075316627608804814 -0.0035710467978003341 leaf_weight=20.720987873001832 1.4503246747713086 44.168653931215431 1.9181316336616872 leaf_count=831 65 1595 28 internal_value=0 0.00155925 -0.0115064 internal_weight=0 64.8896 3.36846 internal_count=2519 2426 93 is_linear=0 shrinkage=0.0204111 Tree=7920 num_leaves=3 num_cat=0 split_feature=1456 453 split_gain=1.51668 1.52781 threshold=-1.0000000180025095e-35 0.089960000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02003227819906319 0.0010771766544833915 -0.019238879746815055 leaf_weight=1.4124145186933663 61.67405231597877 1.4697435616690189 leaf_count=222 2193 29 internal_value=0 0.00057108 internal_weight=0 63.1438 internal_count=2444 2222 is_linear=0 shrinkage=0.0204111 Tree=7921 num_leaves=4 num_cat=0 split_feature=1 2 159 split_gain=1.89181 2.1961 0.95931 threshold=0.12796000000000002 0.073240000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015617742937077005 -5.7563915767046549e-05 3.7351818445939129e-05 0.00031169717706780307 leaf_weight=11.625753458341931 1.4186689695343373 46.8812881332492 4.8357279162482874 leaf_count=502 16 1780 195 internal_value=0 -1.32864e-06 0.000228399 internal_weight=0 58.507 6.2544 internal_count=2493 2282 211 is_linear=0 shrinkage=0.000400217 Tree=7922 num_leaves=4 num_cat=0 split_feature=484 3 3 split_gain=1.75585 1.44368 0.74082 threshold=-0.082244999999999985 -0.097754999999999995 0.10542000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022894583323263214 0.0051453795437559251 -0.0015344396137868181 0.0082980879073900581 leaf_weight=1.7869563689800991 19.273903429781058 44.136780375353283 0.32098107039928425 leaf_count=237 331 1925 6 internal_value=0 0.000501406 -0.0179658 internal_weight=0 63.4107 2.10794 internal_count=2499 2256 243 is_linear=0 shrinkage=0.0204111 Tree=7923 num_leaves=4 num_cat=0 split_feature=1 12 131 split_gain=2.17127 1.77127 0.956185 threshold=0.11332500000000002 0.09864500000000001 0.099565000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3644200225525697e-05 9.3027216132765929e-05 -0.00029100484930161898 0.00041146054630116863 leaf_weight=47.171325495445672 11.004158461857513 4.2247193269245136 1.6639657428167982 leaf_count=1751 324 310 40 internal_value=0 -4.62059e-05 0.000138092 internal_weight=0 51.396 12.6681 internal_count=2425 2061 364 is_linear=0 shrinkage=0.000400217 Tree=7924 num_leaves=4 num_cat=0 split_feature=484 15 3 split_gain=1.54739 1.49656 0.847273 threshold=-0.082244999999999985 -0.46714499999999998 0.10542000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022954479438902799 0.019015213113061005 0.00035202466115916435 0.009232077844485367 leaf_weight=1.6203643308799645 1.7343581462646387 58.863989227591446 0.35877740010619152 leaf_count=218 93 2085 7 internal_value=0 0.00092026 -0.0169378 internal_weight=0 60.5983 1.97914 internal_count=2403 2178 225 is_linear=0 shrinkage=0.0204111 Tree=7925 num_leaves=3 num_cat=0 split_feature=48 49 split_gain=1.69174 1.73191 threshold=-0.097454999999999986 -0.10919499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035870331757016102 -0.00017984179842820935 6.4126439876303218e-05 leaf_weight=1.5928015440294974 4.944980470405425 60.002130828426289 leaf_count=37 97 2344 internal_value=0 4.52735e-05 internal_weight=0 64.9471 internal_count=2478 2441 is_linear=0 shrinkage=0.000400217 Tree=7926 num_leaves=3 num_cat=0 split_feature=453 2 split_gain=1.3916 1.12543 threshold=0.10218000000000001 0.10840500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00079919827124844741 -0.020347610124445706 0.0053575436972687828 leaf_weight=44.097896534805386 1.1965574587229628 17.067655877359357 leaf_count=1974 16 499 internal_value=0 0.000925431 internal_weight=0 61.1656 internal_count=2489 2473 is_linear=0 shrinkage=0.0204111 Tree=7927 num_leaves=4 num_cat=0 split_feature=52 43 15 split_gain=1.98246 2.15283 1.83277 threshold=-0.047889999999999995 -0.21368999999999996 0.048235000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.007504986169936635 0.0094077032235089838 -0.003725951543213638 -0.012703297640621374 leaf_weight=20.424263972276552 5.9708999832400869 35.799612951550444 1.9557380197511509 leaf_count=643 106 1609 83 internal_value=0 -0.00182843 0.00568458 internal_weight=0 41.7705 22.38 internal_count=2441 1715 726 is_linear=0 shrinkage=0.0204111 Tree=7928 num_leaves=4 num_cat=0 split_feature=3 1 15 split_gain=2.18349 2.26682 0.362656 threshold=0.18307500000000002 0.077765000000000015 -0.0036549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0071932209654929722 0.0086399151409053999 0.0016320629519669691 0.022889634666733757 leaf_weight=16.798830967185495 1.7383604393289718 42.749588282471905 1.5637325538045832 leaf_count=1295 94 1062 22 internal_value=0 -0.00086641 0.0159174 internal_weight=0 59.5484 3.30209 internal_count=2473 2357 116 is_linear=0 shrinkage=0.0204111 Tree=7929 num_leaves=4 num_cat=0 split_feature=151 2 151 split_gain=1.48643 2.61422 1.54874 threshold=0.056735000000000001 0.11466000000000001 -0.28286499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033532260801904634 -0.0003610404782846426 0.00018401163917744151 3.6357952842468858e-05 leaf_weight=1.7402230577254147 4.0916061609459566 2.035757333796937 59.306261844859819 leaf_count=59 92 24 2348 internal_value=0 -0.0001799 2.51681e-05 internal_weight=0 6.12736 61.0465 internal_count=2523 116 2407 is_linear=0 shrinkage=0.000400217 Tree=7930 num_leaves=4 num_cat=0 split_feature=2 133 16 split_gain=1.32797 1.83563 0.650854 threshold=0.14062000000000005 0.10637000000000002 -0.069089999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060758889157170573 0.020367100139350874 -0.021647096492493443 0.0030583542568847827 leaf_weight=62.172436938813462 1.9255635472109136 1.4713856694716003 1.7115356081194466 leaf_count=1985 80 308 56 internal_value=0 5.59683e-05 0.0125566 internal_weight=0 63.6438 3.6371 internal_count=2429 2293 136 is_linear=0 shrinkage=0.0204111 Tree=7931 num_leaves=4 num_cat=0 split_feature=0 2 48 split_gain=1.89569 2.26961 1.96878 threshold=-0.23025999999999999 0.11370000000000001 0.086165000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016513781777823221 -0.0046396303147545771 0.0063299355755301757 -0.0013767632115358013 leaf_weight=4.6979878182246448 42.225024549236423 9.5462680797700141 5.4508977450896055 leaf_count=51 2022 354 39 internal_value=0 -0.00260762 0.00699472 internal_weight=0 51.7713 10.1489 internal_count=2466 2376 90 is_linear=0 shrinkage=0.0204111 Tree=7932 num_leaves=4 num_cat=0 split_feature=12 12 49 split_gain=1.88858 2.31887 1.79575 threshold=0.040165000000000006 0.085935000000000025 -0.11612499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014455271250254316 -0.018031425037502054 -0.0021213290739481964 0.00357116438111319 leaf_weight=2.3647770163443047 4.4964252911386238 22.451353680429293 32.948515543019312 leaf_count=42 387 1415 621 internal_value=0 -0.00483967 0.00232214 internal_weight=0 26.9478 35.3133 internal_count=2465 1802 663 is_linear=0 shrinkage=0.0204111 Tree=7933 num_leaves=4 num_cat=0 split_feature=474 13 160 split_gain=1.3179 2.40073 1.89086 threshold=0.084660000000000027 -0.020934999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0099750393813890677 -0.009942183139947245 0.015757615594213934 0.00061769431578726896 leaf_weight=8.1257860123728261 2.0510312788064766 5.0680958097163957 47.445924776769971 leaf_count=560 177 96 1617 internal_value=0 0.00831416 -0.000948136 internal_weight=0 7.11913 55.5717 internal_count=2450 273 2177 is_linear=0 shrinkage=0.0204111 Tree=7934 num_leaves=4 num_cat=0 split_feature=156 157 474 split_gain=1.35233 2.07475 1.40808 threshold=0.086945000000000008 -0.080544999999999992 0.085295000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013869585207295788 -0.021619402876305302 -0.0013280497328234163 -0.0010950919726873808 leaf_weight=3.9259434816776766 2.5190911870899972 51.02138422939197 2.9853349975091987 leaf_count=134 185 2005 120 internal_value=0 -0.000216194 -0.0107318 internal_weight=0 54.9473 5.50443 internal_count=2444 2139 305 is_linear=0 shrinkage=0.0204111 Tree=7935 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=1.88601 4.72606 1.93729 threshold=-0.084024999999999975 -0.084169999999999981 -0.24269999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020165287989115529 0.010498463906982263 0.040673735185547608 -0.0042514351657206746 leaf_weight=17.99421774063558 4.0017648557659404 1.3110415230112256 38.097826684600022 leaf_count=719 120 13 1604 internal_value=0 0.00486119 -0.00282526 internal_weight=0 19.3053 42.0996 internal_count=2456 732 1724 is_linear=0 shrinkage=0.0204111 Tree=7936 num_leaves=3 num_cat=0 split_feature=150 457 split_gain=1.45884 1.40859 threshold=0.12187000000000002 -0.22896499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018212190017849572 -0.017247611643868274 -0.00069327155893355934 leaf_weight=1.5783541678683821 2.0439181598630958 57.18703088265147 leaf_count=21 62 2363 internal_value=0 -0.000151829 internal_weight=0 58.7654 internal_count=2446 2384 is_linear=0 shrinkage=0.0204111 Tree=7937 num_leaves=4 num_cat=0 split_feature=457 133 457 split_gain=1.8489 1.53596 0.803632 threshold=-0.06290999999999998 -0.24264499999999997 -0.14786499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010038729886024873 -0.022097557705721114 0.0014069647583079433 -0.0193844773852806 leaf_weight=1.116899182481575 1.0694935105634602 59.378169511253873 2.6808131002289874 leaf_count=29 162 2151 140 internal_value=0 0.000951015 -0.0135313 internal_weight=0 60.4477 3.79771 internal_count=2482 2313 169 is_linear=0 shrinkage=0.0204111 Tree=7938 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=1.50309 2.25648 1.70774 threshold=0.10892 -0.10674499999999999 0.11218000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.4238579832539582e-05 0.00039974590317762987 -8.3539528121056572e-05 6.6529841748427023e-05 leaf_weight=18.954826235097698 2.9072183697571772 28.464925626059085 13.764946781973775 leaf_count=284 62 1713 423 internal_value=0 -1.24227e-05 0.000126914 internal_weight=0 47.4198 16.6722 internal_count=2482 1997 485 is_linear=0 shrinkage=0.000400217 Tree=7939 num_leaves=3 num_cat=0 split_feature=155 128 split_gain=1.35915 1.1758 threshold=0.090695000000000012 0.089290000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2226458137792179e-05 -0.00040320666106915686 -0.00035736663981562699 leaf_weight=64.025146224440959 1.1599690085695318 1.2224306327252623 leaf_count=2184 143 150 internal_value=0 1.45147e-05 internal_weight=0 65.2476 internal_count=2477 2334 is_linear=0 shrinkage=0.000400217 Tree=7940 num_leaves=4 num_cat=0 split_feature=0 2 2 split_gain=1.74007 2.0834 1.82785 threshold=-0.13647999999999996 0.080060000000000006 0.10840500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021269868231458031 -0.0057407262385296021 0.0015994009325415043 0.0049777467858759033 leaf_weight=2.4204595958872259 29.427780201030373 19.860998823927275 8.4520585975169507 leaf_count=21 1766 308 357 internal_value=0 0.00383189 -0.00334151 internal_weight=0 22.2815 37.8798 internal_count=2452 329 2123 is_linear=0 shrinkage=0.0204111 Tree=7941 num_leaves=4 num_cat=0 split_feature=131 15 3 split_gain=1.93813 1.56048 1.18189 threshold=0.092225000000000015 -0.095804999999999987 -0.16147499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2029437018403774e-05 0.00034550217496174851 5.3531867829615258e-05 -0.00036086910019708321 leaf_weight=16.05578190216147 0.3388047814369205 43.535377882797093 3.2245585603941427 leaf_count=440 1 1768 274 internal_value=0 1.42139e-05 -0.000285228 internal_weight=0 59.5912 3.56336 internal_count=2483 2208 275 is_linear=0 shrinkage=0.000400217 Tree=7942 num_leaves=4 num_cat=0 split_feature=41 43 16 split_gain=1.56851 1.45949 0.532242 threshold=0.07831500000000001 -0.083814999999999987 -0.061784999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0063678004242539738 -0.005063903181240721 -0.00066740938735710157 -0.020911930485444388 leaf_weight=16.814877786309808 2.0609750707662902 44.73620228554546 1.5722084692388296 leaf_count=591 62 1802 57 internal_value=0 0.00126258 -0.0123421 internal_weight=0 61.5511 3.63318 internal_count=2512 2393 119 is_linear=0 shrinkage=0.0204111 Tree=7943 num_leaves=4 num_cat=0 split_feature=2 31 150 split_gain=1.67486 1.73893 1.24016 threshold=0.097940000000000013 -1.0000000180025095e-35 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020677459722826187 0.0013802866708794164 -0.0039684095271442987 0.012190176723506882 leaf_weight=1.1247644516661228 22.469279614634164 34.864085469032489 5.4042976650962364 leaf_count=69 632 1635 139 internal_value=0 -0.00313641 0.00351656 internal_weight=0 35.9888 27.8736 internal_count=2475 1704 771 is_linear=0 shrinkage=0.0204111 Tree=7944 num_leaves=4 num_cat=0 split_feature=42 38 1 split_gain=1.71738 1.4249 0.657845 threshold=-0.108275 0.088570000000000024 0.10915500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023213701840136641 0.0035978311913928218 -0.015333800918720228 -0.0010036901911529982 leaf_weight=1.3408482038398681 57.62031894004781 1.5963556178685383 0.91666123061440874 leaf_count=141 2260 40 13 internal_value=0 0.0030595 -0.0146689 internal_weight=0 59.2167 2.25751 internal_count=2454 2300 154 is_linear=0 shrinkage=0.0204111 Tree=7945 num_leaves=3 num_cat=0 split_feature=48 51 split_gain=1.43303 2.08222 threshold=0.12879500000000002 0.13691500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.379537961321554e-05 -0.0002099985574630959 -0.00050070937718767661 leaf_weight=60.587549015700006 4.009588225098013 1.0346225199023127 leaf_count=2339 74 66 internal_value=0 3.37617e-05 internal_weight=0 61.6222 internal_count=2479 2405 is_linear=0 shrinkage=0.000400217 Tree=7946 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=1.24746 1.29323 threshold=-0.40274499999999996 -0.074434999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038805010721734749 -1.4040998068075209e-05 0.00010248097753157177 leaf_weight=1.0605673988702609 41.769972216108727 23.902770228061854 leaf_count=84 1721 682 internal_value=0 2.84715e-05 internal_weight=0 65.6727 internal_count=2487 2403 is_linear=0 shrinkage=0.000400217 Tree=7947 num_leaves=4 num_cat=0 split_feature=457 151 49 split_gain=1.84239 1.6478 1.53705 threshold=-1.0000000180025095e-35 -0.52082499999999987 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036359059536061645 -0.00041841650713141175 3.5650119567023924e-05 6.3132444757821505e-05 leaf_weight=3.6402181490520888 1.1980811276121119 56.640745812968362 2.0679193950636536 leaf_count=152 40 2219 55 internal_value=0 2.54543e-05 -0.000210759 internal_weight=0 57.8388 5.70814 internal_count=2466 2259 207 is_linear=0 shrinkage=0.000400217 Tree=7948 num_leaves=4 num_cat=0 split_feature=43 1 42 split_gain=1.96349 2.04168 1.71189 threshold=-0.061959999999999994 0.13662500000000002 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0098300421345214883 -0.0035483939209713985 0.016170565757307947 0.0069222238976496967 leaf_weight=2.7775866482866176 36.707838967024827 2.2155670784941313 21.674986308507869 leaf_count=105 1292 94 998 internal_value=0 -0.0023828 0.00498319 internal_weight=0 38.9234 24.4526 internal_count=2489 1386 1103 is_linear=0 shrinkage=0.0204111 Tree=7949 num_leaves=4 num_cat=0 split_feature=43 2 47 split_gain=1.60209 2.65901 2.10268 threshold=0.053180000000000012 0.090020000000000017 0.092530000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.0849564667504722e-05 -0.00019921810360048505 0.00023893744563656562 -0.00022439996408523283 leaf_weight=44.557458054095605 2.9493476335555888 8.0580517610428597 8.7436786568014195 leaf_count=1872 158 197 231 internal_value=0 0.000120713 -4.6278e-05 internal_weight=0 11.0074 53.3011 internal_count=2458 355 2103 is_linear=0 shrinkage=0.000400217 Tree=7950 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=1.45398 4.84038 2.18225 threshold=-0.084024999999999975 -0.084169999999999981 -0.035644999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013932559348344062 -0.015759047268673498 0.040993663157653834 -0.00088455639921924836 leaf_weight=16.584504730655684 4.4588615147499686 1.2829170571421844 40.853700745392416 leaf_count=717 603 12 1126 internal_value=0 0.00447423 -0.00238348 internal_weight=0 17.8674 45.3126 internal_count=2458 729 1729 is_linear=0 shrinkage=0.0204111 Tree=7951 num_leaves=3 num_cat=0 split_feature=1132 151 split_gain=1.53243 1.31763 threshold=-1.0000000180025095e-35 -0.52082499999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045702096014136603 -0.0003701192597426861 3.1937522647773384e-05 leaf_weight=0.96720877243205805 1.2210541686440581 64.304789080425508 leaf_count=18 41 2453 internal_value=0 2.38267e-05 internal_weight=0 65.5258 internal_count=2512 2494 is_linear=0 shrinkage=0.000400217 Tree=7952 num_leaves=3 num_cat=0 split_feature=474 146 split_gain=1.45198 1.3918 threshold=-1.0000000180025095e-35 0.10064500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027057902481698301 0.0012833716305052977 -0.021662632057564867 leaf_weight=0.67223955441386252 63.138520888414632 1.008995484560727 leaf_count=92 2409 9 internal_value=0 0.00088533 internal_weight=0 64.1475 internal_count=2510 2418 is_linear=0 shrinkage=0.0204111 Tree=7953 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=2.66562 4.24216 1.89204 threshold=1.0000000180025095e-35 -0.084074999999999997 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022338845835533229 0.0044990132797705484 0.00013564635378176632 -0.0086579945234845496 leaf_weight=4.9032443593887391 38.489167590728357 11.568962725186337 5.0577901934339016 leaf_count=600 845 656 335 internal_value=0 -0.00665994 0.0029526 internal_weight=0 16.4722 43.547 internal_count=2436 1256 1180 is_linear=0 shrinkage=0.0204111 Tree=7954 num_leaves=4 num_cat=0 split_feature=3 11 47 split_gain=1.31564 1.9083 1.44721 threshold=-0.097754999999999995 0.081365000000000007 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000169039972436571 1.3825441229076114e-05 -0.00011068517085940197 -0.00015505706552775415 leaf_weight=15.059786906083902 35.324965524081108 5.1734920826515909 10.43833241129323 leaf_count=243 1857 139 280 internal_value=0 9.73009e-05 -2.49801e-05 internal_weight=0 20.2333 45.7633 internal_count=2519 382 2137 is_linear=0 shrinkage=0.000400217 Tree=7955 num_leaves=3 num_cat=0 split_feature=151 1210 split_gain=1.41653 1.3265 threshold=-0.52082499999999987 -0.080364999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041586808480021206 -0.0004206709220200714 1.3443443055376929e-05 leaf_weight=1.1895200871254008 1.0356780210113345 63.972469403458945 leaf_count=40 116 2323 internal_value=0 5.81593e-06 internal_weight=0 65.0081 internal_count=2479 2439 is_linear=0 shrinkage=0.000400217 Tree=7956 num_leaves=4 num_cat=0 split_feature=128 43 52 split_gain=1.5457 1.96627 0.00314522 threshold=0.085185000000000025 -0.51412499999999983 -0.090429999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017097219942253206 -0.0095934708854205908 0.0001398102377558544 -0.021729485466757219 leaf_weight=2.8855710411444297 0.28094622294838689 57.440708962069948 1.0847042601526471 leaf_count=24 35 2238 129 internal_value=0 0.000981101 -0.020149 internal_weight=0 60.3263 1.36565 internal_count=2426 2262 164 is_linear=0 shrinkage=0.0204111 Tree=7957 num_leaves=3 num_cat=0 split_feature=1446 403 split_gain=1.72962 1.7711 threshold=0.083530000000000007 0.090880000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00328268567750724 -0.020617259698540825 -0.018960072603688542 leaf_weight=61.922889327035818 1.2365820682011861 1.4179859679406934 leaf_count=2070 210 196 internal_value=0 0.00275217 internal_weight=0 63.3409 internal_count=2476 2266 is_linear=0 shrinkage=0.0204111 Tree=7958 num_leaves=3 num_cat=0 split_feature=148 12 split_gain=1.39658 1.89374 threshold=-0.084449999999999983 0.12477500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015037351961044379 0.0021281286492282553 -0.020583387511936734 leaf_weight=2.0691668734507394 62.259864898688193 1.456583046788636 leaf_count=57 2326 79 internal_value=0 0.00157374 internal_weight=0 63.7164 internal_count=2462 2405 is_linear=0 shrinkage=0.0204111 Tree=7959 num_leaves=4 num_cat=0 split_feature=14 41 3 split_gain=1.83637 1.64516 0.11849 threshold=0.076175000000000007 0.07831500000000001 -0.0083149999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023952938709502851 -0.028444677433460169 -0.010627564667496809 -0.012567992150764894 leaf_weight=59.288659068664174 0.63503926398880139 4.22615116595989 0.70472922770568291 leaf_count=2322 54 103 22 internal_value=0 0.0015116 -0.0217068 internal_weight=0 63.5148 1.33977 internal_count=2501 2425 76 is_linear=0 shrinkage=0.0204111 Tree=7960 num_leaves=3 num_cat=0 split_feature=10 131 split_gain=1.36093 1.36548 threshold=0.058500000000000003 0.10258000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6042457292833429e-05 0.017485855046316837 0.015594765945827862 leaf_weight=61.011002841413529 1.9366662020183856 2.3152450016641515 leaf_count=2268 62 157 internal_value=0 0.000581215 internal_weight=0 63.3262 internal_count=2487 2425 is_linear=0 shrinkage=0.0204111 Tree=7961 num_leaves=4 num_cat=0 split_feature=13 13 457 split_gain=1.59592 4.51037 1.97375 threshold=-0.084024999999999975 -0.084169999999999981 0.078435000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00098265119590391871 -0.0054763613779751485 0.038778306374113412 0.0050932750945576841 leaf_weight=17.646956628315824 34.881239153733759 1.309986570093314 9.2260915051519969 leaf_count=716 1579 13 153 internal_value=0 0.00380681 -0.00325817 internal_weight=0 18.9569 44.1073 internal_count=2461 729 1732 is_linear=0 shrinkage=0.0204111 Tree=7962 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=1.35418 2.14013 threshold=1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018448944567865579 -0.012524525974287069 0.021803197302191518 leaf_weight=59.514925657427057 2.4590774220414451 2.2157156925095469 leaf_count=2295 48 108 internal_value=0 0.00259944 internal_weight=0 61.7306 internal_count=2451 2403 is_linear=0 shrinkage=0.0204111 Tree=7963 num_leaves=3 num_cat=0 split_feature=8 12 split_gain=1.32985 1.48239 threshold=1.0000000180025095e-35 -0.13407999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017656825270562376 0.0156487737644588 0.00084935886534065529 leaf_weight=1.7459807424456801 2.3331018329190547 61.192650107288955 leaf_count=65 52 2382 internal_value=0 0.000305535 internal_weight=0 62.9386 internal_count=2499 2447 is_linear=0 shrinkage=0.0204111 Tree=7964 num_leaves=4 num_cat=0 split_feature=15 49 157 split_gain=1.1272 2.81762 1.60735 threshold=-0.095804999999999987 -0.080089999999999981 -0.083944999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035899540866238792 -0.00030230823249198659 -0.00016252668032682796 3.0653255629675467e-05 leaf_weight=1.7565863198251488 2.3341100780758088 15.081891271292987 45.848218095945413 leaf_count=24 190 463 1800 internal_value=0 -0.00010611 1.386e-05 internal_weight=0 16.8385 48.1823 internal_count=2477 487 1990 is_linear=0 shrinkage=0.000400217 Tree=7965 num_leaves=3 num_cat=0 split_feature=52 46 split_gain=2.21517 1.40685 threshold=-0.29521499999999995 0.084955000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040728930909333515 1.9801424806024778e-05 -0.00036909999600228782 leaf_weight=1.9886151205300837 61.801065010170078 1.4147649963852007 leaf_count=260 2170 31 internal_value=0 1.04606e-05 internal_weight=0 63.2158 internal_count=2461 2201 is_linear=0 shrinkage=0.000400217 Tree=7966 num_leaves=3 num_cat=0 split_feature=483 16 split_gain=1.45619 1.40186 threshold=-0.086029999999999981 0.26538000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021952712340761203 0.0028771255348456269 -0.007657187931952792 leaf_weight=0.97090544458751438 57.796899032998226 5.6815525331030576 leaf_count=128 2074 282 internal_value=0 0.00192244 internal_weight=0 63.4785 internal_count=2484 2356 is_linear=0 shrinkage=0.0204111 Tree=7967 num_leaves=3 num_cat=0 split_feature=146 147 split_gain=1.49481 1.42303 threshold=0.10064500000000003 0.089365000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0007593276664041805 -0.022681848823736833 0.014663998890758997 leaf_weight=60.49585741672945 0.97446352615952392 3.1191914623705079 leaf_count=2426 8 88 internal_value=0 0.00146567 internal_weight=0 63.615 internal_count=2522 2514 is_linear=0 shrinkage=0.0204111 Tree=7968 num_leaves=4 num_cat=0 split_feature=52 0 16 split_gain=1.3664 1.35133 0.279532 threshold=-0.40306999999999998 0.12558000000000005 0.16703000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033406074765470069 0.0013416516619822708 -0.0084900727234555277 -0.019918287443647209 leaf_weight=0.21271084341060387 57.152091386742995 6.371830377916921 1.5932386462127395 leaf_count=21 2132 69 232 internal_value=0 0.000342268 -0.0171437 internal_weight=0 63.5239 1.80595 internal_count=2454 2201 253 is_linear=0 shrinkage=0.0204111 Tree=7969 num_leaves=4 num_cat=0 split_feature=42 39 39 split_gain=2.0353 4.00728 1.83559 threshold=0.091735000000000025 0.084155000000000021 0.092870000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.8617649958139683e-05 -0.00035148134081327268 0.00031608022437343996 -0.00022991606548661254 leaf_weight=53.752742708097685 5.7783189809570095 1.8102299892416338 3.966018247028841 leaf_count=1843 427 99 89 internal_value=0 -0.000189956 2.90707e-05 internal_weight=0 7.58855 57.7188 internal_count=2458 526 1932 is_linear=0 shrinkage=0.000400217 Tree=7970 num_leaves=4 num_cat=0 split_feature=484 42 45 split_gain=1.40498 2.37249 1.4938 threshold=0.08654000000000002 0.079600000000000018 -0.080359999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020315318544910827 0.015347152105168708 -0.016698927133945406 -0.0022609812582020067 leaf_weight=1.1374325677752484 4.5344488237153646 1.1152244350469116 54.982177969041004 leaf_count=8 97 139 2244 internal_value=0 0.00881979 -0.00176386 internal_weight=0 5.64967 56.1196 internal_count=2488 236 2252 is_linear=0 shrinkage=0.0204111 Tree=7971 num_leaves=4 num_cat=0 split_feature=16 1 41 split_gain=1.65653 2.89874 1.73239 threshold=-0.0087549999999999989 1.0000000180025095e-35 0.078065000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027165883257900144 9.4595300642419812e-05 -3.779439105165941e-06 -0.00033446947803023757 leaf_weight=8.1028708435492245 24.995727357171749 30.482968477270333 1.4948362354480185 leaf_count=851 828 762 44 internal_value=0 -6.06563e-05 6.90778e-05 internal_weight=0 38.5858 26.4906 internal_count=2485 1613 872 is_linear=0 shrinkage=0.000400217 Tree=7972 num_leaves=3 num_cat=0 split_feature=1374 43 split_gain=1.30133 1.31906 threshold=0.093235000000000012 0.17439000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018856343369363913 -0.017161925991126103 -0.01551108574445207 leaf_weight=63.431233785741824 1.502374870571656 1.7579795542405907 leaf_count=2279 39 160 internal_value=0 0.0013907 internal_weight=0 65.1892 internal_count=2478 2439 is_linear=0 shrinkage=0.0204111 Tree=7973 num_leaves=4 num_cat=0 split_feature=43 42 45 split_gain=1.30039 1.50714 1.31942 threshold=-0.18545499999999995 -0.11377999999999998 -0.080359999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018265219234389957 0.00039866501016500342 0.00025460409458978356 -1.6404335121288861e-05 leaf_weight=1.4980124974536009 1.1411817260086525 6.1029600013716836 58.070795434663523 leaf_count=49 8 110 2290 internal_value=0 0.000167028 -7.66744e-06 internal_weight=0 7.60097 59.212 internal_count=2457 159 2298 is_linear=0 shrinkage=0.000400217 Tree=7974 num_leaves=3 num_cat=0 split_feature=3 159 split_gain=1.67164 1.63405 threshold=0.26577500000000004 0.091005000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.7247076092526237e-05 0.00038571389790089051 -0.0002048096091443365 leaf_weight=57.794564566139343 1.8203355011155498 5.1938681698152314 leaf_count=2097 105 269 internal_value=0 7.78279e-06 internal_weight=0 62.9884 internal_count=2471 2366 is_linear=0 shrinkage=0.000400217 Tree=7975 num_leaves=4 num_cat=0 split_feature=12 3 2 split_gain=1.81246 1.91501 1.53028 threshold=0.09864500000000001 -0.084024999999999975 -0.24103999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012070271661377193 0.00037715678835200918 -3.7523852858348972e-05 -0.00026273142520338838 leaf_weight=17.77355796894426 0.56262661144137371 38.792213246703795 6.2469914193129616 leaf_count=741 4 1323 379 internal_value=0 1.23328e-05 -0.000204616 internal_weight=0 56.5658 6.80962 internal_count=2447 2064 383 is_linear=0 shrinkage=0.000400217 Tree=7976 num_leaves=4 num_cat=0 split_feature=456 150 16 split_gain=1.19385 1.47452 1.15782 threshold=0.087015000000000023 0.088135000000000005 -0.55433999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022854844649811273 -0.021705199966175183 0.0097024619333222796 0.0012838294399651121 leaf_weight=0.72717219983314763 1.9578743750189453 0.81391836167313147 62.350430959296773 leaf_count=26 99 44 2367 internal_value=0 -0.0124639 0.000965549 internal_weight=0 2.77179 63.0776 internal_count=2536 143 2393 is_linear=0 shrinkage=0.0204111 Tree=7977 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=1.82959 1.96268 1.31601 threshold=-0.075434999999999988 -0.084034999999999985 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.189144818013273e-05 0.00014018741655357468 -0.00035454006807920246 -6.7998624974418471e-05 leaf_weight=35.909950271219259 19.511308264291078 2.9750477066268095 6.3899357529044201 leaf_count=1193 681 547 119 internal_value=0 -4.82869e-05 8.87555e-05 internal_weight=0 38.885 25.9012 internal_count=2540 1740 800 is_linear=0 shrinkage=0.000400217 Tree=7978 num_leaves=3 num_cat=0 split_feature=151 484 split_gain=1.48952 1.52382 threshold=-0.52082499999999987 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037958205971747603 -0.00019576949662740604 5.6630919480348622e-05 leaf_weight=1.2701186541526102 3.9854681022588911 59.560196442733286 leaf_count=37 387 2048 internal_value=0 4.04843e-05 internal_weight=0 63.5457 internal_count=2472 2435 is_linear=0 shrinkage=0.000400217 Tree=7979 num_leaves=4 num_cat=0 split_feature=1 3 160 split_gain=1.68335 3.95498 2.02799 threshold=0.094405000000000003 0.10812000000000001 0.082870000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014193335119054234 -1.0353135831559329e-06 0.00027654512479703566 0.00027853872406461772 leaf_weight=27.160059395411285 24.29435434495463 4.064912083791568 4.9013474095081611 leaf_count=1717 629 23 105 internal_value=0 -8.66618e-05 4.67841e-05 internal_weight=0 31.225 29.1957 internal_count=2474 1740 734 is_linear=0 shrinkage=0.000400217 Tree=7980 num_leaves=4 num_cat=0 split_feature=2 43 49 split_gain=1.96058 1.63108 0.0832677 threshold=0.14753000000000002 0.095890000000000017 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3442571904931039e-05 0.00038074119173651071 0.0001482479503644776 0.00018708433173725045 leaf_weight=55.519693729137543 1.3655008545993035 5.7731253269530489 0.99392612576048112 leaf_count=2147 79 208 27 internal_value=0 -5.23295e-05 0.000311334 internal_weight=0 61.2928 2.35943 internal_count=2461 2355 106 is_linear=0 shrinkage=0.000400217 Tree=7981 num_leaves=3 num_cat=0 split_feature=1375 483 split_gain=1.9298 1.28839 threshold=-0.38331999999999994 0.096950000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028289975524379379 0.00016639514076543339 -0.018001389631297618 leaf_weight=0.93653784870548307 57.019463148819568 1.561932092947244 leaf_count=19 2319 139 internal_value=0 -0.000351422 internal_weight=0 58.5814 internal_count=2477 2458 is_linear=0 shrinkage=0.0204111 Tree=7982 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.59949 1.58869 threshold=-0.28286499999999998 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019551294474569422 -0.00033421906129903992 0.01208661096689613 leaf_weight=1.5731272283010174 56.619141722127551 4.5294374019085799 leaf_count=53 2305 146 internal_value=0 0.000606234 internal_weight=0 61.1486 internal_count=2504 2451 is_linear=0 shrinkage=0.0204111 Tree=7983 num_leaves=3 num_cat=0 split_feature=1446 31 split_gain=1.2842 1.22005 threshold=0.089505000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020563679018865473 -0.02058994878416897 -7.2550355490937673e-05 leaf_weight=1.1051823981833866 1.1351150137206776 61.576744746385884 leaf_count=70 110 2287 internal_value=0 0.000327318 internal_weight=0 62.6819 internal_count=2467 2357 is_linear=0 shrinkage=0.0204111 Tree=7984 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=1.57926 1.73147 1.10215 threshold=0.11332500000000002 0.09864500000000001 -0.33762999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2826587044665177e-05 -4.8162193567024704e-05 -0.00027672428303978372 0.00021509409554760733 leaf_weight=48.698502332924363 3.3803028810107199 3.4365322515759535 9.7972631440679816 leaf_count=1791 140 298 218 internal_value=0 -6.81157e-06 0.000147727 internal_weight=0 52.135 13.1776 internal_count=2447 2089 358 is_linear=0 shrinkage=0.000400217 Tree=7985 num_leaves=4 num_cat=0 split_feature=43 1 4 split_gain=1.52893 1.54761 0.00904086 threshold=0.2506000000000001 0.099515000000000006 0.10637500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0039357814419793422 -0.026764332222728317 0.0026877855910581567 -0.012188061655374675 leaf_weight=34.406256720809779 0.80095047909980965 25.490396139355653 0.32727811075164936 leaf_count=1712 131 603 22 internal_value=0 -0.00111721 -0.0240181 internal_weight=0 59.8967 1.12823 internal_count=2468 2315 153 is_linear=0 shrinkage=0.0204111 Tree=7986 num_leaves=3 num_cat=0 split_feature=1132 43 split_gain=1.30366 1.63914 threshold=-1.0000000180025095e-35 -0.26987499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022205282775883448 0.010185647586143204 -0.0011227440049010309 leaf_weight=1.0177869942272071 5.7670054890222664 58.145389664100549 leaf_count=17 114 2351 internal_value=0 -8.63257e-05 internal_weight=0 63.9124 internal_count=2482 2465 is_linear=0 shrinkage=0.0204111 Tree=7987 num_leaves=4 num_cat=0 split_feature=1 42 147 split_gain=2.84864 2.32743 1.14997 threshold=0.10423500000000001 0.085505000000000012 0.089025000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.445522212948367e-05 7.2813942293282948e-05 -0.0002744215826006542 0.00035758787381771646 leaf_weight=30.209168098142527 20.17419921512192 7.3310699450016719 2.4650963777094139 leaf_count=1145 492 781 53 internal_value=0 -7.3941e-05 0.000105429 internal_weight=0 37.5402 22.6393 internal_count=2471 1926 545 is_linear=0 shrinkage=0.000400217 Tree=7988 num_leaves=4 num_cat=0 split_feature=155 457 15 split_gain=1.33321 1.22554 0.130719 threshold=0.083985000000000018 -0.15747999999999998 -0.082259999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015875055855554595 -0.0046244312185346401 -0.00057028371085623801 -0.022008580367921655 leaf_weight=1.8348652667045815 0.29125232256410516 62.236716027072362 1.1664226603470513 leaf_count=28 29 2344 137 internal_value=0 -7.2454e-05 -0.0191128 internal_weight=0 64.0716 1.45767 internal_count=2538 2372 166 is_linear=0 shrinkage=0.0204111 Tree=7989 num_leaves=4 num_cat=0 split_feature=42 12 2 split_gain=2.47303 1.80614 1.72636 threshold=-0.0044549999999999998 -0.070844999999999977 0.10527500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037413180488190948 0.00022640408424313884 -2.5393138710004585e-05 9.8243852762190738e-05 leaf_weight=4.9816983628948028 4.908390771071935 49.965951222223339 1.5846245075208569 leaf_count=560 226 1559 112 internal_value=0 -2.45526e-06 -0.000260399 internal_weight=0 54.8743 6.56632 internal_count=2457 1785 672 is_linear=0 shrinkage=0.000400217 Tree=7990 num_leaves=4 num_cat=0 split_feature=0 47 16 split_gain=1.62415 2.4156 2.15735 threshold=-0.23025999999999999 0.10980000000000002 -0.094359999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.0927178169477439e-05 -4.9893987568998914e-05 0.00021260853001338828 0.0003291502815282636 leaf_weight=4.6899302053498104 46.607680602851815 6.2707790748372636 5.2935767986928095 leaf_count=55 2238 125 37 internal_value=0 -1.83807e-05 0.000156774 internal_weight=0 52.8785 9.98351 internal_count=2455 2363 92 is_linear=0 shrinkage=0.000400217 Tree=7991 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.64866 1.6858 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031967103004977663 0.0004314282327685968 3.8381619373635188e-06 leaf_weight=2.3481288719922295 1.4029323048889626 58.934420712768315 leaf_count=45 10 2408 internal_value=0 1.4561e-05 internal_weight=0 60.3374 internal_count=2463 2418 is_linear=0 shrinkage=0.000400217 Tree=7992 num_leaves=4 num_cat=0 split_feature=15 49 484 split_gain=1.61357 2.61984 1.4788 threshold=0.082725000000000007 -0.14750499999999997 -0.079794999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016238158545895196 0.0049710404111204956 -0.021820302506851755 0.00059729270439195354 leaf_weight=2.1550333231944014 2.4953964739543153 3.6457241896678161 52.687164445222152 leaf_count=197 41 855 1387 internal_value=0 -0.0110398 -9.59961e-05 internal_weight=0 6.14112 54.8422 internal_count=2480 896 1584 is_linear=0 shrinkage=0.0204111 Tree=7993 num_leaves=4 num_cat=0 split_feature=16 0 39 split_gain=1.2779 2.07492 1.9977 threshold=0.26538000000000006 -0.074434999999999987 0.16946000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025644660218331287 -0.016330086579606187 0.0056686345566867866 0.019925399470859695 leaf_weight=38.186071313540651 3.9648982265662189 19.007483929732189 0.65141165256500233 leaf_count=1652 290 504 2 internal_value=0 0.00017742 -0.0108633 internal_weight=0 57.1936 4.61631 internal_count=2448 2156 292 is_linear=0 shrinkage=0.0204111 Tree=7994 num_leaves=3 num_cat=0 split_feature=31 15 split_gain=1.40752 1.27248 threshold=-1.0000000180025095e-35 -0.47090499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040298481677253784 0.00033605372615225378 -3.8896568819239305e-05 leaf_weight=1.1140540696123924 1.3737185433710681 61.095959467499597 leaf_count=72 62 2349 internal_value=0 -3.00649e-05 internal_weight=0 62.4697 internal_count=2483 2411 is_linear=0 shrinkage=0.000400217 Tree=7995 num_leaves=4 num_cat=0 split_feature=3 47 2 split_gain=1.89456 1.76011 1.44003 threshold=-0.12077499999999998 0.081320000000000017 0.086210000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023457802319712499 0.00091870742945817307 -0.008299262727392483 0.011197413852416736 leaf_weight=4.6759812584205056 37.728127851094314 11.070511209341928 10.51632083979848 leaf_count=89 1909 305 178 internal_value=0 -0.0011867 0.00704234 internal_weight=0 48.7986 15.1923 internal_count=2481 2214 267 is_linear=0 shrinkage=0.0204111 Tree=7996 num_leaves=4 num_cat=0 split_feature=42 132 376 split_gain=1.87759 1.66286 1.45205 threshold=-0.0044549999999999998 0.081465000000000024 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027806720965908898 2.0682223211397383e-05 0.0001473100853071206 0.00036559732322260634 leaf_weight=5.9127626201598096 52.14436746979618 1.8688711586073621 1.9201736966715532 leaf_count=536 1661 127 110 internal_value=0 -0.000175266 3.36626e-05 internal_weight=0 7.78163 54.0645 internal_count=2434 663 1771 is_linear=0 shrinkage=0.000400217 Tree=7997 num_leaves=3 num_cat=0 split_feature=14 453 split_gain=1.73733 1.46784 threshold=0.076175000000000007 0.10218000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019736873120444068 -0.020177756689296878 -0.020397408099248809 leaf_weight=62.095052244697172 1.4614253585427821 1.1349623976275314 leaf_count=2381 81 12 internal_value=0 0.00153679 internal_weight=0 63.23 internal_count=2474 2393 is_linear=0 shrinkage=0.0204111 Tree=7998 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=1.51077 1.43 threshold=0.10386000000000002 0.26577500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.5493573940163557e-06 -0.00042246138130071128 0.00038022273542733605 leaf_weight=61.496655422835374 1.2267939329576609 1.492093241884503 leaf_count=2348 27 96 internal_value=0 7.17643e-06 internal_weight=0 62.9887 internal_count=2471 2444 is_linear=0 shrinkage=0.000400217 Tree=7999 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=1.76736 1.3681 threshold=-0.49274999999999997 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015867671771615948 -0.012231508575812705 0.00033414427819235905 leaf_weight=2.7710204557170064 3.7570011510279064 53.813807530119675 leaf_count=55 385 2017 internal_value=0 -0.000508026 internal_weight=0 57.5708 internal_count=2457 2402 is_linear=0 shrinkage=0.0204111 Tree=8000 num_leaves=3 num_cat=0 split_feature=44 147 split_gain=1.55164 1.25773 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041020585758114284 -0.00034982522313379958 2.7205511703502343e-05 leaf_weight=0.9594298503943709 1.7614953933807544 61.765041417853354 leaf_count=21 48 2435 internal_value=0 1.97959e-05 internal_weight=0 62.7245 internal_count=2504 2456 is_linear=0 shrinkage=0.000400217 Tree=8001 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=1.39425 1.46692 0.125199 threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3053499112714504e-05 -0.00018976405530521284 3.9516598211091447e-05 -0.00041679771088893024 leaf_weight=0.23402115052158468 4.727862749956329 58.483469355172019 1.1667495365450111 leaf_count=16 571 1708 181 internal_value=0 2.20624e-05 -0.00036674 internal_weight=0 63.2113 1.40077 internal_count=2476 2279 197 is_linear=0 shrinkage=0.000400217 Tree=8002 num_leaves=3 num_cat=0 split_feature=0 47 split_gain=3.72846 2.54451 threshold=0.21217000000000003 0.092530000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021116030041461857 -0.030267627567264057 -0.0091882339121268433 leaf_weight=47.806945087598024 1.6166431929450471 9.9300799043667194 leaf_count=2175 18 260 internal_value=0 0.000154143 internal_weight=0 57.737 internal_count=2453 2435 is_linear=0 shrinkage=0.0204111 Tree=8003 num_leaves=3 num_cat=0 split_feature=1365 3 split_gain=1.76283 1.58381 threshold=0.084635000000000016 -0.52412999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022594734159200276 -0.019993083160346863 0.0010436492194321079 leaf_weight=1.3439567206369236 1.5113625832018431 59.592187651221593 leaf_count=20 46 2397 internal_value=0 0.00155953 internal_weight=0 60.9361 internal_count=2463 2417 is_linear=0 shrinkage=0.0204111 Tree=8004 num_leaves=3 num_cat=0 split_feature=148 3 split_gain=1.17987 1.24968 threshold=-0.084449999999999983 -0.53670499999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031289845263342899 0.00041284155494603796 5.7368777664455445e-06 leaf_weight=1.7115737037820498 1.1195912840485096 62.714572151915036 leaf_count=50 15 2444 internal_value=0 1.35875e-05 internal_weight=0 63.8342 internal_count=2509 2459 is_linear=0 shrinkage=0.000400217 Tree=8005 num_leaves=4 num_cat=0 split_feature=14 15 2 split_gain=1.57113 1.47838 0.00431972 threshold=0.076175000000000007 -0.095584999999999989 0.093045000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9323491906651181e-05 -0.0004493035529816659 5.571540625116484e-05 -0.00026082774905263783 leaf_weight=17.941654603157076 0.7559150214915451 46.170581734698317 0.78232649657638831 leaf_count=489 55 1890 26 internal_value=0 1.78527e-05 -0.000377649 internal_weight=0 64.1122 1.53824 internal_count=2460 2379 81 is_linear=0 shrinkage=0.000400217 Tree=8006 num_leaves=4 num_cat=0 split_feature=3 31 0 split_gain=1.60567 1.4749 0.269905 threshold=0.18307500000000002 -1.0000000180025095e-35 -0.13409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020517432524953663 0.0066724463005540897 -0.0026502644480051875 0.01994045176766477 leaf_weight=1.0575825401756436 1.4829060647316512 56.298684738819702 1.2992169173267019 leaf_count=63 50 2268 65 internal_value=0 -0.00218394 0.0134002 internal_weight=0 57.3563 2.78212 internal_count=2446 2331 115 is_linear=0 shrinkage=0.0204111 Tree=8007 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=1.86763 2.69664 2.60127 threshold=-0.074434999999999987 -0.10161999999999997 -0.54135999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010503004356667194 -0.034666733822132749 -0.011542175912323998 0.0063391163310642443 leaf_weight=30.294976115516874 0.5521570064593132 9.1294993230153505 24.028447197706555 leaf_count=490 11 1249 737 internal_value=0 -0.00189016 0.00526498 internal_weight=0 39.4245 24.5806 internal_count=2487 1739 748 is_linear=0 shrinkage=0.0204111 Tree=8008 num_leaves=3 num_cat=0 split_feature=0 47 split_gain=1.53986 1.91395 threshold=-0.23078999999999997 0.10980000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011459242235532376 -0.0010310829261797913 0.010973420156550468 leaf_weight=5.5243160774261915 50.804110671456783 6.0958920458597268 leaf_count=73 2263 129 internal_value=0 0.000274026 internal_weight=0 56.9 internal_count=2465 2392 is_linear=0 shrinkage=0.0204111 Tree=8009 num_leaves=4 num_cat=0 split_feature=3 0 11 split_gain=1.87791 2.36403 1.94313 threshold=-0.12077499999999998 -0.10161999999999997 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010140420891300442 0.0014516249877609896 -0.0076667723856629899 -0.0057637033632713377 leaf_weight=10.973725092451785 26.577874247883297 21.215112596725707 4.4145196505351114 leaf_count=139 399 1810 128 internal_value=0 -0.00260445 0.00556923 internal_weight=0 47.793 15.3882 internal_count=2476 2209 267 is_linear=0 shrinkage=0.0204111 Tree=8010 num_leaves=4 num_cat=0 split_feature=480 42 2 split_gain=1.46429 1.31859 0.0161536 threshold=0.08598500000000002 -0.40186499999999997 0.11696500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022214519228501428 -0.02018671756336924 0.0026726581931312836 -0.0089751917517458622 leaf_weight=0.7883308157324781 1.0166364078240793 64.456921043914917 0.35060470977077773 leaf_count=8 145 2276 23 internal_value=0 0.00233441 -0.0182087 internal_weight=0 65.2453 1.36724 internal_count=2452 2284 168 is_linear=0 shrinkage=0.0204111 Tree=8011 num_leaves=4 num_cat=0 split_feature=1 43 43 split_gain=1.82781 3.21965 1.28661 threshold=0.094435000000000005 -0.51412499999999983 -0.25364999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030554372430770336 -0.00026635673531245229 -0.00012366911441664944 7.6332909561587235e-05 leaf_weight=2.9881865950883357 1.7643994383215638 29.185689421778534 27.680531135805722 leaf_count=35 25 1705 706 internal_value=0 -8.28841e-05 5.4867e-05 internal_weight=0 32.1739 29.4449 internal_count=2471 1740 731 is_linear=0 shrinkage=0.000400217 Tree=8012 num_leaves=4 num_cat=0 split_feature=0 3 133 split_gain=1.4355 1.52517 1.22855 threshold=0.12113000000000002 -0.066654999999999978 -0.39935999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048501997959411454 -0.00035527154250980373 5.0198471875225969e-05 1.7691778224527427e-05 leaf_weight=0.67778398736572754 3.5865406789234839 2.4423000150272847 55.564743792114314 leaf_count=136 80 32 2217 internal_value=0 -0.000193094 1.06819e-05 internal_weight=0 6.02884 56.2425 internal_count=2465 112 2353 is_linear=0 shrinkage=0.000400217 Tree=8013 num_leaves=4 num_cat=0 split_feature=4 11 1 split_gain=2.12483 2.92278 2.54306 threshold=-0.076929999999999985 0.079915000000000014 0.079805000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014483562875281406 -0.00024661733997762562 -0.00047854456780800121 -4.157021617461783e-06 leaf_weight=18.691131572018097 8.5306276344617782 1.1788411351440107 34.965672025593449 leaf_count=766 828 90 842 internal_value=0 0.000105378 -5.22202e-05 internal_weight=0 19.87 43.4963 internal_count=2526 856 1670 is_linear=0 shrinkage=0.000400217 Tree=8014 num_leaves=4 num_cat=0 split_feature=151 52 51 split_gain=1.92818 1.83765 1.58058 threshold=0.056735000000000001 0.0031350000000000002 0.084400000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078334546966818787 -0.0016274787309322482 0.0070341743054951602 -0.023723095489721836 leaf_weight=39.41979834800577 3.2550834964495143 18.238004393460415 2.2130106776021421 leaf_count=1435 85 937 27 internal_value=0 0.00169829 -0.0108665 internal_weight=0 57.6578 5.46809 internal_count=2484 2372 112 is_linear=0 shrinkage=0.0204111 Tree=8015 num_leaves=4 num_cat=0 split_feature=0 0 457 split_gain=1.91531 4.18997 1.54156 threshold=-0.10674499999999999 -0.075434999999999988 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014244984073943039 -0.00026240959432977774 4.3020919540553942e-05 0.00013184325362419053 leaf_weight=3.7170007173554067 10.133281390732916 24.076017434092137 23.514143973408864 leaf_count=57 1267 758 380 internal_value=0 -4.80129e-05 9.39727e-05 internal_weight=0 34.2093 27.2311 internal_count=2462 2025 437 is_linear=0 shrinkage=0.000400217 Tree=8016 num_leaves=4 num_cat=0 split_feature=131 12 129 split_gain=1.79002 2.37275 1.17354 threshold=0.088845000000000021 -1.0000000180025095e-35 0.089775000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024941628285610937 0.010714440222293609 -0.021414488271701216 -0.015923757184582103 leaf_weight=58.226364934402909 1.3121554446570369 2.9455913346973821 1.367269684616075 leaf_count=2000 57 281 121 internal_value=0 -0.0114921 0.00204253 internal_weight=0 4.25775 59.5936 internal_count=2459 338 2121 is_linear=0 shrinkage=0.0204111 Tree=8017 num_leaves=4 num_cat=0 split_feature=1 160 48 split_gain=2.17536 2.5478 1.70937 threshold=0.099515000000000006 -0.091944999999999985 -0.086624999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043819792126066111 -0.00028701776408265113 -1.3925176633588205e-05 0.00013387240767637402 leaf_weight=2.3175943670080406 1.5435127203090839 34.036343325351481 24.962848783659865 leaf_count=284 30 1520 615 internal_value=0 -4.22354e-05 0.000108259 internal_weight=0 36.3539 26.5064 internal_count=2449 1804 645 is_linear=0 shrinkage=0.000400217 Tree=8018 num_leaves=3 num_cat=0 split_feature=33 51 split_gain=1.25834 1.2209 threshold=-1.0000000180025095e-35 -0.40274499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01983103372464743 -0.019759153835245194 0.00099049879651007147 leaf_weight=1.1703957079444069 1.0926068586923054 61.508936651739532 leaf_count=26 91 2354 internal_value=0 0.000593717 internal_weight=0 62.6015 internal_count=2471 2445 is_linear=0 shrinkage=0.0204111 Tree=8019 num_leaves=3 num_cat=0 split_feature=0 1210 split_gain=1.34091 1.31329 threshold=0.37339500000000009 -0.08107499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021487423543384985 -0.019316134564694568 0.0021509292036346822 leaf_weight=0.88344190530187816 1.1686571622267354 62.414712167329526 leaf_count=101 11 2358 internal_value=0 0.00178365 internal_weight=0 63.2982 internal_count=2470 2459 is_linear=0 shrinkage=0.0204111 Tree=8020 num_leaves=4 num_cat=0 split_feature=43 474 42 split_gain=1.40302 2.11917 1.69472 threshold=-0.069909999999999986 0.084660000000000027 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01387204302339152 -0.0046865857762922493 0.010191803135567744 0.0050777313754130794 leaf_weight=2.0577789964650064 34.443484644851651 4.4023999064957016 21.246328302491747 leaf_count=93 1311 115 963 internal_value=0 -0.00297597 0.00334611 internal_weight=0 38.8459 23.3041 internal_count=2482 1426 1056 is_linear=0 shrinkage=0.0204111 Tree=8021 num_leaves=4 num_cat=0 split_feature=43 457 12 split_gain=1.31595 1.89966 1.8145 threshold=-0.049104999999999989 0.082380000000000009 0.084045000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020553478599822598 -8.6342954712549706e-05 0.00012336489623038271 -2.08112132578997e-05 leaf_weight=9.8015284403118148 33.166806824076048 8.6304355367174121 13.218804196800191 leaf_count=329 1238 95 827 internal_value=0 -4.28279e-05 7.60901e-05 internal_weight=0 41.7972 23.0203 internal_count=2489 1333 1156 is_linear=0 shrinkage=0.000400217 Tree=8022 num_leaves=3 num_cat=0 split_feature=8 52 split_gain=1.45415 1.62044 threshold=1.0000000180025095e-35 -0.047889999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0036922332584247868 0.015391304174657202 -0.0034025952061001244 leaf_weight=20.537994664133294 2.2573677291802587 38.1645610074047 leaf_count=706 58 1705 internal_value=0 -0.000918056 internal_weight=0 58.7026 internal_count=2469 2411 is_linear=0 shrinkage=0.0204111 Tree=8023 num_leaves=4 num_cat=0 split_feature=47 0 47 split_gain=1.28762 1.60685 1.12017 threshold=0.11069000000000002 -0.23078999999999997 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017625721625021197 0.00032077045145662605 -4.4378432048413973e-05 2.2343897877463847e-06 leaf_weight=5.8223834604941649 3.4164973027654915 48.441230315440862 3.5480185415781307 leaf_count=62 79 2259 51 internal_value=0 -2.03904e-05 0.000161098 internal_weight=0 54.2636 6.96452 internal_count=2451 2321 130 is_linear=0 shrinkage=0.000400217 Tree=8024 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=1.57444 1.55013 threshold=-0.28286499999999998 -0.12118 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035343773224583749 0.00010439470900300429 -2.6290273725448456e-05 leaf_weight=1.7020894449633477 23.792594054692017 37.017949831553324 leaf_count=58 357 2034 internal_value=0 2.49391e-05 internal_weight=0 60.8105 internal_count=2449 2391 is_linear=0 shrinkage=0.000400217 Tree=8025 num_leaves=4 num_cat=0 split_feature=43 150 11 split_gain=1.95315 2.4999 2.14872 threshold=-0.049104999999999989 0.11740500000000002 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010715808509879218 -0.00010214534991422671 0.0002601348944688116 -0.00034563717076505714 leaf_weight=23.219385282455736 33.834290115629301 3.2451781697745892 1.7003953169205477 leaf_count=1129 1270 40 43 internal_value=0 -6.9751e-05 7.48539e-05 internal_weight=0 37.0795 24.9198 internal_count=2482 1310 1172 is_linear=0 shrinkage=0.000400217 Tree=8026 num_leaves=3 num_cat=0 split_feature=14 480 split_gain=1.50999 1.45395 threshold=0.076175000000000007 0.084710000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3350580877646552e-05 -0.000366315712048001 -0.00036032237455226572 leaf_weight=60.574626846662341 1.5204554942915809 1.4293067308153684 leaf_count=2204 74 172 internal_value=0 2.36425e-05 internal_weight=0 62.0039 internal_count=2450 2376 is_linear=0 shrinkage=0.000400217 Tree=8027 num_leaves=4 num_cat=0 split_feature=42 160 43 split_gain=1.66856 1.74108 1.35233 threshold=-0.0044549999999999998 -0.073574999999999988 -0.51412499999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000141587063938346 0.00032098911979875256 -0.00026778555000016784 2.4162239535159303e-05 leaf_weight=2.2209841310927914 2.460320663987658 5.8902054179243333 56.372249684470717 leaf_count=100 14 562 1793 internal_value=0 -0.000155291 3.71614e-05 internal_weight=0 8.11119 58.8326 internal_count=2469 662 1807 is_linear=0 shrinkage=0.000400217 Tree=8028 num_leaves=3 num_cat=0 split_feature=9 3 split_gain=1.3203 1.33486 threshold=-1.0000000180025095e-35 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003387318280261188 6.7007809414213935e-05 -5.3831646463093574e-05 leaf_weight=1.6828753579720785 23.05364464304148 39.689538517595338 leaf_count=76 868 1505 internal_value=0 -9.39149e-06 internal_weight=0 62.7432 internal_count=2449 2373 is_linear=0 shrinkage=0.000400217 Tree=8029 num_leaves=4 num_cat=0 split_feature=403 475 456 split_gain=1.47985 2.01587 1.48887 threshold=-1.0000000180025095e-35 -0.086424999999999988 0.077935000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019130627434949907 0.0025940232066788398 -0.016067355695121126 -0.012808686799176239 leaf_weight=0.72165433689951886 56.079640020915576 3.7911553232938777 2.6319991661639497 leaf_count=4 1694 612 159 internal_value=0 -0.0101119 0.00188046 internal_weight=0 4.51281 58.7116 internal_count=2469 616 1853 is_linear=0 shrinkage=0.0204111 Tree=8030 num_leaves=4 num_cat=0 split_feature=1 4 1365 split_gain=1.83593 3.73025 1.44191 threshold=0.091615000000000016 -0.083954999999999988 0.084635000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011431658626854274 0.0001085705259625997 -0.00016039630003799739 -0.00028926475839920429 leaf_weight=13.745510622988148 32.14574921591884 18.372049672561388 1.4227825570851553 leaf_count=384 823 1287 20 internal_value=0 -4.28374e-05 9.08029e-05 internal_weight=0 32.1176 33.5685 internal_count=2514 1671 843 is_linear=0 shrinkage=0.000400217 Tree=8031 num_leaves=4 num_cat=0 split_feature=43 15 11 split_gain=1.70173 2.09905 1.91301 threshold=-0.063379999999999978 0.035895000000000003 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011558161052693756 -1.5470834349385079e-05 -0.00027891773901125817 -0.00029154897235535154 leaf_weight=21.752611279624492 32.28360041657379 5.5907959549003854 1.9126810732632282 leaf_count=1070 708 651 43 internal_value=0 -5.50668e-05 8.14585e-05 internal_weight=0 37.8744 23.6653 internal_count=2472 1359 1113 is_linear=0 shrinkage=0.000400217 Tree=8032 num_leaves=3 num_cat=0 split_feature=130 3 split_gain=1.2489 1.5456 threshold=-0.23984999999999998 -0.097754999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026275033024569447 0.0063768903317140595 -0.00044761950372711575 leaf_weight=0.56324438704177637 19.775497866190108 45.316312790548636 leaf_count=13 375 2086 internal_value=0 0.00163312 internal_weight=0 65.0918 internal_count=2474 2461 is_linear=0 shrinkage=0.0204111 Tree=8033 num_leaves=4 num_cat=0 split_feature=43 43 132 split_gain=1.74827 1.38058 0.00603786 threshold=0.2506000000000001 -0.51412499999999983 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025297543234593098 -0.00022348741534240885 -1.3418439793366473e-05 -0.00050815313374923999 leaf_weight=3.1748441099516631 0.28674303966772641 59.871515701240241 0.91978275497331086 leaf_count=41 71 2336 80 internal_value=0 4.2113e-07 -0.000465223 internal_weight=0 63.0464 1.20653 internal_count=2528 2377 151 is_linear=0 shrinkage=0.000400217 Tree=8034 num_leaves=4 num_cat=0 split_feature=52 45 457 split_gain=1.99366 1.6207 1.45741 threshold=-0.049149999999999992 -0.080359999999999987 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010747735206677675 0.02026864737109265 -0.0034409855659446329 0.0067833441113579265 leaf_weight=2.101017620432688 1.1288036853075016 38.96220703649351 19.122672392625191 leaf_count=78 8 1725 686 internal_value=0 -0.00271883 0.00500058 internal_weight=0 40.091 21.2237 internal_count=2497 1733 764 is_linear=0 shrinkage=0.0204111 Tree=8035 num_leaves=4 num_cat=0 split_feature=1456 33 13 split_gain=1.23068 1.17103 0.222407 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.078724999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015816470344067041 -0.0012772906449245072 0.0020510217481929291 -0.020626730820181238 leaf_weight=1.4547191470628593 0.32842091115981009 63.616677490507755 1.1290231939992725 leaf_count=33 129 2242 96 internal_value=0 0.0016251 -0.0166687 internal_weight=0 65.0714 1.45744 internal_count=2500 2275 225 is_linear=0 shrinkage=0.0204111 Tree=8036 num_leaves=3 num_cat=0 split_feature=1210 456 split_gain=1.23117 1.18337 threshold=-0.08107499999999998 0.084065000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021359632699172841 0.0020705577564124802 -0.011096450438945003 leaf_weight=0.88798696758749329 61.625986921590538 2.8705243165059064 leaf_count=113 2236 168 internal_value=0 0.00146632 internal_weight=0 64.4965 internal_count=2517 2404 is_linear=0 shrinkage=0.0204111 Tree=8037 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.42907 1.58861 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00026836268026536315 0.00044645567914675647 2.6972664033748207e-05 leaf_weight=2.4434469116386017 1.3705795467831183 60.097021581561421 leaf_count=42 11 2433 internal_value=0 3.71209e-05 internal_weight=0 61.4676 internal_count=2486 2444 is_linear=0 shrinkage=0.000400217 Tree=8038 num_leaves=4 num_cat=0 split_feature=2 16 1373 split_gain=1.39133 2.19518 1.41646 threshold=0.097940000000000013 -0.083919999999999981 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003381756430747845 0.0027532941516552937 -0.0065311955293495686 0.020928065169158201 leaf_weight=16.980141037519388 24.356676016899204 20.342478591189774 1.8218248142075015 leaf_count=584 721 1128 18 internal_value=0 -0.00202462 0.00410186 internal_weight=0 37.3226 26.1785 internal_count=2451 1712 739 is_linear=0 shrinkage=0.0204111 Tree=8039 num_leaves=4 num_cat=0 split_feature=42 13 157 split_gain=1.96647 1.90609 1.26276 threshold=-0.0044549999999999998 0.18549000000000002 -0.078064999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01522197716495604 0.0033614284599539864 -0.018285137008315216 -0.011436442043452547 leaf_weight=0.73526324176327751 52.359029138630376 1.6411312069976691 6.5482301986903613 leaf_count=38 1758 35 638 internal_value=0 0.00266709 -0.00855558 internal_weight=0 54.0002 7.28349 internal_count=2469 1793 676 is_linear=0 shrinkage=0.0204111 Tree=8040 num_leaves=4 num_cat=0 split_feature=1 16 14 split_gain=1.74621 4.44274 2.16422 threshold=1.0000000180025095e-35 0.020675000000000002 -0.10708499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015426279352045812 -0.013985846782528287 0.0043848066754917422 0.0032442780046442175 leaf_weight=9.2529851790732227 3.1706478918495113 9.422178558000267 40.754519535469171 leaf_count=981 104 255 1085 internal_value=0 -0.00546443 0.00196816 internal_weight=0 18.6752 43.9252 internal_count=2425 1236 1189 is_linear=0 shrinkage=0.0204111 Tree=8041 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=1.80552 3.5139 1.94024 threshold=0.077765000000000015 -0.076929999999999985 -0.41417999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031431476463230851 -0.018050094540208467 -0.015090127521263147 0.0031597777547632774 leaf_weight=9.2902434217357968 1.765205222647636 8.2057410789516307 42.591334431413088 leaf_count=491 117 800 1051 internal_value=0 -0.00544997 0.00227239 internal_weight=0 17.496 44.3565 internal_count=2459 1291 1168 is_linear=0 shrinkage=0.0204111 Tree=8042 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.38665 4.03196 2.07373 threshold=-0.10674499999999999 -0.075969999999999996 -0.015039999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.981404677272873e-06 -0.00026900852931394944 3.3297808708584538e-05 0.00022772566611041148 leaf_weight=21.568074620600331 9.8810082981708529 24.063288543282397 8.5612161482204083 leaf_count=330 1248 775 126 internal_value=0 -5.52971e-05 6.24574e-05 internal_weight=0 33.9443 30.1293 internal_count=2479 2023 456 is_linear=0 shrinkage=0.000400217 Tree=8043 num_leaves=4 num_cat=0 split_feature=2 12 457 split_gain=1.89553 2.84916 2.12133 threshold=0.089965000000000017 0.090455000000000021 0.084740000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01127712285834034 0.00040420366733707162 0.0030049506107984116 0.014408391301687456 leaf_weight=13.175249133640593 32.541910022946013 10.285653779982566 5.1200629613231277 leaf_count=957 1036 360 92 internal_value=0 -0.00503109 0.00234511 internal_weight=0 23.4609 37.662 internal_count=2445 1317 1128 is_linear=0 shrinkage=0.0204111 Tree=8044 num_leaves=3 num_cat=0 split_feature=3 376 split_gain=1.35876 1.48281 threshold=-0.52412999999999987 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033471674194670198 -4.9346310488983491e-07 0.00025771132087302898 leaf_weight=2.1044201937329481 57.016674291228355 3.6878702545727711 leaf_count=23 2348 128 internal_value=0 1.56384e-05 internal_weight=0 60.7045 internal_count=2499 2476 is_linear=0 shrinkage=0.000400217 Tree=8045 num_leaves=4 num_cat=0 split_feature=1456 1 160 split_gain=1.17479 1.32742 0.4567 threshold=1.0000000180025095e-35 0.094405000000000003 -0.089549999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3183725979286226e-05 0.00014102279867472448 0.00010276252355830334 -0.00040187962726357242 leaf_weight=33.611922471002799 0.24504828929366329 29.721808721187699 1.2258859705561906 leaf_count=1538 61 715 153 internal_value=0 4.13139e-05 -0.000307858 internal_weight=0 63.3337 1.47093 internal_count=2467 2253 214 is_linear=0 shrinkage=0.000400217 Tree=8046 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=1.20556 1.36967 1.26031 threshold=0.10979500000000002 0.077765000000000015 -0.059114999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011870497404664698 -5.6274184081113657e-05 3.1572236761009895e-05 0.00024145686586271326 leaf_weight=12.573702858481736 3.3138565829322033 41.366975277233905 6.9216642115788982 leaf_count=1184 107 1084 72 internal_value=0 -3.63107e-06 0.000145497 internal_weight=0 53.9407 10.2355 internal_count=2447 2268 179 is_linear=0 shrinkage=0.000400217 Tree=8047 num_leaves=3 num_cat=0 split_feature=13 128 split_gain=1.48759 1.51937 threshold=-0.5356749999999999 0.085185000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019086800578638295 0.00032956327404947165 -0.021240449402743205 leaf_weight=1.6660793317860214 60.892570511049598 1.2795575139475648 leaf_count=23 2309 164 internal_value=0 -0.000151752 internal_weight=0 62.1721 internal_count=2496 2473 is_linear=0 shrinkage=0.0204111 Tree=8048 num_leaves=4 num_cat=0 split_feature=3 48 2 split_gain=1.57587 1.6969 0.736568 threshold=0.14615000000000003 0.12879500000000002 0.11745000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1802934616685005e-05 0.00033364474633015899 -0.00031690684525696939 1.7678234483475225e-05 leaf_weight=56.462867684143021 2.8549043804887324 2.9677386794178338 1.985864282452894 leaf_count=2244 51 55 71 internal_value=0 -2.76059e-05 0.000207354 internal_weight=0 59.4306 4.84077 internal_count=2421 2299 122 is_linear=0 shrinkage=0.000400217 Tree=8049 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=1.64711 1.45274 threshold=0.18562500000000001 -0.42985499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037968265455168228 -0.00030570892371276233 3.1821311777085952e-05 leaf_weight=1.2939635974025794 2.4342102812079238 61.341581055371535 leaf_count=220 26 2220 internal_value=0 2.26579e-05 internal_weight=0 62.6355 internal_count=2466 2440 is_linear=0 shrinkage=0.000400217 Tree=8050 num_leaves=3 num_cat=0 split_feature=3 13 split_gain=1.52652 1.39992 threshold=0.30863500000000005 -0.5356749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024580795127021961 0.019529554838092975 0.00057917262620505068 leaf_weight=0.8234655219130208 1.6384777043058409 61.031582587578669 leaf_count=8 105 2366 internal_value=0 0.000200413 internal_weight=0 61.855 internal_count=2479 2374 is_linear=0 shrinkage=0.0204111 Tree=8051 num_leaves=4 num_cat=0 split_feature=160 42 15 split_gain=1.65618 1.96534 1.07468 threshold=0.11182000000000002 -1.0000000180025095e-35 -0.085679999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0097498712450814606 -0.00017062567179405646 0.0014722666381596762 -0.023783402291161587 leaf_weight=7.3410097218343244 1.3124629187277608 50.818874905356097 1.9633428844026628 leaf_count=650 26 1675 103 internal_value=0 3.97826e-05 -0.0146412 internal_weight=0 58.1599 3.27581 internal_count=2454 2325 129 is_linear=0 shrinkage=0.0204111 Tree=8052 num_leaves=3 num_cat=0 split_feature=4 159 split_gain=1.27878 1.35773 threshold=0.51167000000000018 0.091305000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025751060173714803 0.019351055203051155 -0.011391788369022764 leaf_weight=56.264510998463038 1.2559272532889725 4.3893392223321817 leaf_count=2149 105 242 internal_value=0 -0.000604952 internal_weight=0 60.6539 internal_count=2496 2391 is_linear=0 shrinkage=0.0204111 Tree=8053 num_leaves=4 num_cat=0 split_feature=4 14 40 split_gain=2.07817 1.65278 1.00415 threshold=-0.49121999999999993 0.062655000000000016 -0.012109999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011214105613616323 0.0015706233181321015 -0.018962607563204885 -0.023891696508327301 leaf_weight=0.95655408361926708 57.032919966272175 1.5695265571484913 2.0371097146417005 leaf_count=17 2250 83 122 internal_value=0 0.000985577 -0.0161471 internal_weight=0 58.6024 2.99366 internal_count=2472 2333 139 is_linear=0 shrinkage=0.0204111 Tree=8054 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=2.01115 3.50794 2.77018 threshold=-0.10607499999999999 -0.095804999999999987 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0055679570543970243 -0.013229703251781189 0.0092272174966826978 -4.6113681734893063e-05 leaf_weight=10.665447209282776 9.1973779060162979 17.479894127023726 23.160739097500482 leaf_count=192 1234 241 791 internal_value=0 0.00362086 -0.00382608 internal_weight=0 28.1453 32.3581 internal_count=2458 433 2025 is_linear=0 shrinkage=0.0204111 Tree=8055 num_leaves=3 num_cat=0 split_feature=13 1373 split_gain=1.63016 1.65928 threshold=-0.5356749999999999 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032779310823889029 6.1236102681783874e-05 -0.00043056103942356054 leaf_weight=1.7536874312208954 59.118432046441285 1.008964604596257 leaf_count=23 2371 19 internal_value=0 5.21986e-05 internal_weight=0 60.1274 internal_count=2413 2390 is_linear=0 shrinkage=0.000400217 Tree=8056 num_leaves=4 num_cat=0 split_feature=12 4 15 split_gain=1.74553 1.63016 0.24998 threshold=0.12477500000000001 0.23993500000000004 -0.093749999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025323307106976858 -0.029538349178246871 0.005684917998502393 -0.01065252959134569 leaf_weight=44.319761715740242 0.81280228839023039 12.890225771703625 0.70963268370155563 leaf_count=2066 19 310 59 internal_value=0 -0.000673379 -0.0220682 internal_weight=0 57.21 1.52243 internal_count=2454 2376 78 is_linear=0 shrinkage=0.0204111 Tree=8057 num_leaves=4 num_cat=0 split_feature=43 156 43 split_gain=1.60973 2.09737 1.96667 threshold=-0.063379999999999978 0.086945000000000008 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001270737035134441 -0.00034895551475248578 -0.00024876511780926947 -1.9123315651354897e-05 leaf_weight=21.419811122068499 3.0304068164314222 2.5689770856133682 37.097405284194338 leaf_count=938 471 162 925 internal_value=0 8.58561e-05 -4.49335e-05 internal_weight=0 23.9888 40.1278 internal_count=2496 1100 1396 is_linear=0 shrinkage=0.000400217 Tree=8058 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=1.46438 3.55976 1.89236 threshold=-0.084024999999999975 -0.084169999999999981 -0.062574999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035369307505009953 -0.015140089388758845 0.036909117689876432 0.00055968962370051435 leaf_weight=17.130259001651215 3.3590442369477378 1.3355638772882219 40.663329533834485 leaf_count=706 476 12 1240 internal_value=0 0.00615852 -0.000673623 internal_weight=0 18.4658 44.0224 internal_count=2434 718 1716 is_linear=0 shrinkage=0.0204111 Tree=8059 num_leaves=3 num_cat=0 split_feature=47 46 split_gain=2.3663 1.58743 threshold=0.13148500000000005 0.084955000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7060508232835038e-05 -0.00037916614278848585 -0.00045398583750807023 leaf_weight=60.004107548533284 2.5242644209647542 1.056269193679326 leaf_count=2386 48 24 internal_value=0 8.09594e-06 internal_weight=0 61.0604 internal_count=2458 2410 is_linear=0 shrinkage=0.000400217 Tree=8060 num_leaves=3 num_cat=0 split_feature=39 130 split_gain=1.24022 1.29576 threshold=0.16946000000000003 -0.10323999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048309322192073892 0.00040185771119370851 -3.5242675124353175e-06 leaf_weight=0.80351822293596242 1.0787652639264695 63.423760300767754 leaf_count=39 21 2397 internal_value=0 -1.03542e-05 internal_weight=0 64.2273 internal_count=2457 2436 is_linear=0 shrinkage=0.000400217 Tree=8061 num_leaves=3 num_cat=0 split_feature=48 44 split_gain=1.65614 2.259 threshold=0.12879500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.6022450302045693e-05 -0.0002530009884396999 -0.00050983407341201011 leaf_weight=58.556625689601788 3.2679209373932272 1.0834165622363787 leaf_count=2371 71 34 internal_value=0 3.49884e-05 internal_weight=0 59.64 internal_count=2476 2405 is_linear=0 shrinkage=0.000400217 Tree=8062 num_leaves=4 num_cat=0 split_feature=52 376 52 split_gain=1.46182 2.41032 2.00424 threshold=-0.047889999999999995 0.088055000000000008 -0.088284999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3523508131314562e-05 -8.040426465406903e-05 0.0004080254135268335 0.00019011574192577343 leaf_weight=12.678782462788151 39.489666446881984 1.5771633338954405 10.803458253335519 leaf_count=560 1684 28 221 internal_value=0 -6.05878e-05 6.43588e-05 internal_weight=0 41.0668 23.4822 internal_count=2493 1712 781 is_linear=0 shrinkage=0.000400217 Tree=8063 num_leaves=3 num_cat=0 split_feature=1429 52 split_gain=1.5435 1.9462 threshold=-1.0000000180025095e-35 -0.047889999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049775525391739818 9.0413447570843536e-05 -5.8241001201215397e-05 leaf_weight=0.924480421345378 21.816258837907753 39.437944002493168 leaf_count=121 673 1676 internal_value=0 -5.22796e-06 internal_weight=0 61.2542 internal_count=2470 2349 is_linear=0 shrinkage=0.000400217 Tree=8064 num_leaves=3 num_cat=0 split_feature=160 124 split_gain=1.58089 1.44903 threshold=-0.40446999999999994 -0.043384999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041602975215244059 0.00022354566587358776 4.3136921141973797e-06 leaf_weight=1.2331903895642415 5.1517457314948834 58.539990522360767 leaf_count=185 201 2097 internal_value=0 2.24076e-05 internal_weight=0 63.6917 internal_count=2483 2298 is_linear=0 shrinkage=0.000400217 Tree=8065 num_leaves=4 num_cat=0 split_feature=376 1375 51 split_gain=1.48831 1.52062 0.981242 threshold=0.048375000000000008 -0.53764999999999985 -0.087539999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044637288237254233 -6.0183473396199665e-05 -3.6562458971717945e-05 0.00036702326180698588 leaf_weight=0.95283042534720053 1.2366474337250113 55.195612132871702 2.5263149474085358 leaf_count=5 22 2348 104 internal_value=0 -2.74951e-05 0.000228945 internal_weight=0 56.1484 3.76296 internal_count=2479 2353 126 is_linear=0 shrinkage=0.000400217 Tree=8066 num_leaves=4 num_cat=0 split_feature=156 42 156 split_gain=1.4241 1.1931 0.768859 threshold=0.091255000000000017 -1.0000000180025095e-35 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012501603082170932 -0.00012025459408831682 4.5114543905113665e-05 -0.00054536716879281734 leaf_weight=7.4931604186167524 2.7400855149057857 50.081262293932923 0.84092981221147045 leaf_count=648 137 1547 80 internal_value=0 2.27728e-05 -0.000233592 internal_weight=0 57.5744 3.58102 internal_count=2412 2195 217 is_linear=0 shrinkage=0.000400217 Tree=8067 num_leaves=4 num_cat=0 split_feature=41 156 1 split_gain=1.32345 1.27085 1.01722 threshold=0.07831500000000001 0.11659000000000001 0.10776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018400175311154609 -0.019886689388678991 -0.019703533994627341 0.00097065047594037564 leaf_weight=56.879521169707914 2.1202061123949529 1.0525824052556334 1.7108096072333863 leaf_count=2272 83 84 37 internal_value=0 0.00141133 -0.0108094 internal_weight=0 57.9321 3.83102 internal_count=2476 2356 120 is_linear=0 shrinkage=0.0204111 Tree=8068 num_leaves=3 num_cat=0 split_feature=14 43 split_gain=1.70155 1.59157 threshold=0.062655000000000016 -0.063379999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0057975700087070604 -0.019705480403622144 -0.0010116671791144259 leaf_weight=22.210798511119265 1.5157972517463338 39.721612498961349 leaf_count=1040 80 1316 internal_value=0 0.00143638 internal_weight=0 61.9324 internal_count=2436 2356 is_linear=0 shrinkage=0.0204111 Tree=8069 num_leaves=4 num_cat=0 split_feature=11 4 43 split_gain=1.32029 1.81006 1.30645 threshold=0.081365000000000007 0.40404500000000004 -0.074459999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011396624218300135 -0.00042506495696496274 4.6585964390623148e-05 -9.5827880459849999e-06 leaf_weight=20.977690783674461 2.355804183478539 2.7200772035866976 39.128273442569025 leaf_count=928 114 35 1395 internal_value=0 -0.000176765 3.3669e-05 internal_weight=0 5.07588 60.106 internal_count=2472 149 2323 is_linear=0 shrinkage=0.000400217 Tree=8070 num_leaves=4 num_cat=0 split_feature=131 39 1374 split_gain=1.40446 1.47587 1.22143 threshold=0.092225000000000015 0.087735000000000021 0.093235000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8767003169203096e-05 -0.00038757534821678936 0.00035783335673191994 -0.00032677649485961225 leaf_weight=59.685904606099029 2.2634570633854305 0.42587535508937424 1.3897032576060144 leaf_count=2159 251 11 34 internal_value=0 -0.00025995 2.98667e-05 internal_weight=0 2.68933 61.0756 internal_count=2455 262 2193 is_linear=0 shrinkage=0.000400217 Tree=8071 num_leaves=4 num_cat=0 split_feature=11 4 401 split_gain=1.44025 1.58834 1.49787 threshold=0.081365000000000007 0.40404500000000004 0.076785000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00096868076516473005 -0.024110901626289608 -0.00051058531518412384 -0.01745105869898984 leaf_weight=56.364069662090287 2.0724735786384363 2.6155769834294915 1.7892374285165704 leaf_count=2098 109 35 242 internal_value=0 -0.0112628 0.000369503 internal_weight=0 4.68805 58.1533 internal_count=2484 144 2340 is_linear=0 shrinkage=0.0204111 Tree=8072 num_leaves=4 num_cat=0 split_feature=43 150 12 split_gain=1.48096 2.27366 2.07736 threshold=-0.063379999999999978 0.12820000000000001 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012255090358827946 -0.0039862062055947816 0.018239671092663733 -0.00057533826732969224 leaf_weight=7.7357667261567284 36.330968461894145 1.9140636887168501 15.898650583198103 leaf_count=218 1332 15 907 internal_value=0 -0.00282386 0.00366216 internal_weight=0 38.245 23.6344 internal_count=2472 1347 1125 is_linear=0 shrinkage=0.0204111 Tree=8073 num_leaves=4 num_cat=0 split_feature=4 52 4 split_gain=1.23847 4.12556 2.08405 threshold=-0.26545999999999997 0.10068500000000001 -0.083954999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036443419565595993 0.00023599862305352206 0.00016088384708523685 -8.0502107898631212e-06 leaf_weight=5.355794532602884 6.2331761746927432 4.171723075058253 47.969896437610259 leaf_count=162 323 43 1934 internal_value=0 -0.000135221 2.04433e-05 internal_weight=0 9.52752 54.2031 internal_count=2462 205 2257 is_linear=0 shrinkage=0.000400217 Tree=8074 num_leaves=3 num_cat=0 split_feature=1373 31 split_gain=1.50412 1.27936 threshold=0.09586500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00040461105337832897 -0.00043419133677970851 2.2583591701826633e-06 leaf_weight=1.1814146532506118 1.1294016583124165 59.451771053197717 leaf_count=79 23 2358 internal_value=0 1.08294e-05 internal_weight=0 60.6332 internal_count=2460 2437 is_linear=0 shrinkage=0.000400217 Tree=8075 num_leaves=4 num_cat=0 split_feature=484 151 150 split_gain=1.60747 1.50369 1.09437 threshold=-0.082244999999999985 -0.51118499999999989 0.094605000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022808942899996906 -0.019127565097116675 0.0026644808182392237 0.014166291516247442 leaf_weight=1.6250882296262705 1.2380684400009148 59.787255951769112 0.33207800216041494 leaf_count=227 38 2212 11 internal_value=0 0.00218815 -0.0161082 internal_weight=0 61.0253 1.95717 internal_count=2488 2250 238 is_linear=0 shrinkage=0.0204111 Tree=8076 num_leaves=4 num_cat=0 split_feature=457 457 12 split_gain=1.53221 2.67279 1.73142 threshold=-0.0046349999999999994 -0.14941999999999997 0.084045000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016877541429255347 8.865881070677167e-05 -0.000390538045218373 -5.4884679399383125e-05 leaf_weight=2.0996633405884495 34.373614282068957 3.5606095837283638 21.97877677856377 leaf_count=31 738 171 1511 internal_value=0 -0.000183813 3.26756e-05 internal_weight=0 5.66027 56.3524 internal_count=2451 202 2249 is_linear=0 shrinkage=0.000400217 Tree=8077 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.3162 2.17718 threshold=-0.52082499999999987 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041463662363675841 -2.2829926465465371e-05 0.00023936546539419769 leaf_weight=1.1353095373915483 56.66699720926772 5.4583540188568795 leaf_count=36 2246 174 internal_value=0 5.95833e-07 internal_weight=0 62.1254 internal_count=2456 2420 is_linear=0 shrinkage=0.000400217 Tree=8078 num_leaves=4 num_cat=0 split_feature=1 14 2 split_gain=1.54258 1.86728 0.691377 threshold=0.13662500000000002 0.062655000000000016 0.13816000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0443380844694975e-06 5.8324153833467448e-05 -0.0004608804190421772 0.00040397027215403262 leaf_weight=56.231324853137266 1.7687988960497016 1.3653393130957727 1.9426365406179682 leaf_count=2206 56 77 90 internal_value=0 -1.67233e-05 0.000245774 internal_weight=0 57.5967 3.71144 internal_count=2429 2283 146 is_linear=0 shrinkage=0.000400217 Tree=8079 num_leaves=4 num_cat=0 split_feature=43 13 157 split_gain=1.14643 2.57744 2.26042 threshold=-0.053009999999999995 0.27266500000000005 -0.076494999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057025934020510077 0.010404291259892975 -0.018894755821958275 -0.0039426984764122514 leaf_weight=21.274999282792582 5.1684900934715179 1.8263770426747203 34.264320135778689 leaf_count=1099 104 39 1256 internal_value=0 0.00367619 -0.00203809 internal_weight=0 23.1014 39.4328 internal_count=2498 1138 1360 is_linear=0 shrinkage=0.0204111 Tree=8080 num_leaves=4 num_cat=0 split_feature=1 159 0 split_gain=1.99879 1.73682 1.60456 threshold=0.13130500000000003 -1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024306940115556967 -0.0089037854550042504 0.017898042695701041 -0.0044046930185187311 leaf_weight=27.763556814181811 1.238037704490125 4.2044804670713338 29.294405650176031 leaf_count=400 15 169 1918 internal_value=0 0.0117447 -0.00108045 internal_weight=0 5.44252 57.058 internal_count=2502 184 2318 is_linear=0 shrinkage=0.0204111 Tree=8081 num_leaves=4 num_cat=0 split_feature=43 49 11 split_gain=1.62309 2.6834 2.02493 threshold=-0.069909999999999986 -0.088729999999999989 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.006781189913007666 -0.018399973196522892 0.0001931393633496792 -0.016700897263314685 leaf_weight=22.570058337642426 3.4528858384364858 34.799031746902983 1.5349351306685992 leaf_count=1012 57 1350 28 internal_value=0 -0.00153401 0.00521562 internal_weight=0 38.2519 24.105 internal_count=2447 1407 1040 is_linear=0 shrinkage=0.0204111 Tree=8082 num_leaves=4 num_cat=0 split_feature=52 52 48 split_gain=1.69028 3.42546 1.6905 threshold=0.070205000000000017 0.084805000000000019 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002169601355239558 0.027111726928266654 0.00061107306501552341 -0.018478968184638726 leaf_weight=42.62610192106149 2.2651217367674716 14.038843107587125 2.7154832455871647 leaf_count=1576 54 791 55 internal_value=0 0.00445264 -0.00318947 internal_weight=0 16.304 45.3416 internal_count=2476 845 1631 is_linear=0 shrinkage=0.0204111 Tree=8083 num_leaves=4 num_cat=0 split_feature=376 4 42 split_gain=1.39181 2.66564 1.90294 threshold=0.048375000000000008 -0.49367499999999992 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02328935282162118 -0.0090134133573307792 -0.00095326604521432461 0.019106257224220932 leaf_weight=2.2101719383208538 1.4130786483874542 54.101950236185985 2.9350504837966573 leaf_count=117 14 2219 119 internal_value=0 -0.0018744 0.00997091 internal_weight=0 56.3121 4.34813 internal_count=2469 2336 133 is_linear=0 shrinkage=0.0204111 Tree=8084 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=1.9053 3.03652 2.40569 threshold=0.095510000000000012 -0.076929999999999985 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0738804843360496e-05 0.00014362057556692657 -0.00018974743254892597 -9.3361545524289346e-05 leaf_weight=12.171519729897684 19.61159536577907 17.16378781458252 10.426817855997795 leaf_count=717 517 1010 196 internal_value=0 -8.1811e-05 6.1319e-05 internal_weight=0 29.3353 30.0384 internal_count=2440 1727 713 is_linear=0 shrinkage=0.000400217 Tree=8085 num_leaves=4 num_cat=0 split_feature=43 11 49 split_gain=1.87791 2.33384 2.20074 threshold=-0.074459999999999985 0.080455000000000013 -0.083094999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012072841106445453 -0.00032220716321103727 -0.00032064615565964122 -2.7334619436363113e-05 leaf_weight=21.335027695647117 4.4655237733531967 2.0000552853362015 35.710920386917223 leaf_count=935 63 46 1423 internal_value=0 8.15476e-05 -6.09134e-05 internal_weight=0 23.3351 40.1764 internal_count=2467 981 1486 is_linear=0 shrinkage=0.000400217 Tree=8086 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.54547 1.40481 threshold=0.29113500000000009 -0.0068949999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011342530584452646 0.015712279806525602 0.0012668688892584299 leaf_weight=3.8183723144056776 2.7893322772579259 57.943172497238265 leaf_count=402 27 2048 internal_value=0 0.000468185 internal_weight=0 61.7615 internal_count=2477 2450 is_linear=0 shrinkage=0.0204111 Tree=8087 num_leaves=4 num_cat=0 split_feature=1 15 13 split_gain=1.70472 1.78632 1.09628 threshold=0.12796000000000002 0.084050000000000014 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034146034631703644 0.023140089258209144 -0.013191119283491596 0.0047660500216597582 leaf_weight=50.395609232103197 1.8251940635600474 4.3078054755756048 4.7652991855684368 leaf_count=1430 109 816 89 internal_value=0 -0.000748976 0.0101562 internal_weight=0 54.7034 6.59049 internal_count=2444 2246 198 is_linear=0 shrinkage=0.0204111 Tree=8088 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=1.24464 1.38528 threshold=-1.0000000180025095e-35 -0.23025999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020993070932810928 0.008995644019203235 7.1982868033908886e-06 leaf_weight=0.95681857189629127 8.1535119334803294 52.61754008149228 leaf_count=17 80 2348 internal_value=0 0.00122748 internal_weight=0 60.7711 internal_count=2445 2428 is_linear=0 shrinkage=0.0204111 Tree=8089 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=3.26839 3.31745 1.48339 threshold=1.0000000180025095e-35 -0.074204999999999979 0.081025000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041432345752015314 8.0867834465428069e-05 -5.2705763553601312e-05 -6.6563031153888205e-05 leaf_weight=6.3474322535494165 25.395168816381556 11.060538866935529 19.022138089409054 leaf_count=998 867 281 310 internal_value=0 -0.000186367 1.77205e-05 internal_weight=0 17.408 44.4173 internal_count=2456 1279 1177 is_linear=0 shrinkage=0.000400217 Tree=8090 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=1.79551 3.40336 1.84954 threshold=-0.084024999999999975 -0.084169999999999981 0.077615000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9687727707384106e-05 -3.2536412650753941e-05 0.0006740048060300157 -0.00032390348701030253 leaf_weight=17.72152544928031 38.151202176503375 1.356798754648479 3.7334125532743192 leaf_count=719 1042 12 681 internal_value=0 8.8468e-05 -5.93019e-05 internal_weight=0 19.0783 41.8846 internal_count=2454 731 1723 is_linear=0 shrinkage=0.000400217 Tree=8091 num_leaves=3 num_cat=0 split_feature=43 15 split_gain=1.42584 1.77741 threshold=-0.50992999999999988 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00025412239974292682 7.3156360270679755e-06 -0.00024464560788800972 leaf_weight=3.252936115164629 53.453542343923345 4.7826589528435752 leaf_count=48 1584 831 internal_value=0 -1.38065e-05 internal_weight=0 58.2362 internal_count=2463 2415 is_linear=0 shrinkage=0.000400217 Tree=8092 num_leaves=3 num_cat=0 split_feature=46 2 split_gain=1.7043 1.77764 threshold=0.081930000000000017 0.097940000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.8060229985138482e-05 -0.00038779722037444591 0.00010142303659412787 leaf_weight=35.616667007499927 1.5829952350177325 24.682982840048226 leaf_count=1689 43 736 internal_value=0 1.91178e-05 internal_weight=0 60.2996 internal_count=2468 2425 is_linear=0 shrinkage=0.000400217 Tree=8093 num_leaves=4 num_cat=0 split_feature=15 1 15 split_gain=1.56386 2.78571 2.01416 threshold=0.084050000000000014 0.11239500000000001 0.082685000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042609134212047759 -0.022054956412694369 0.006995347101564995 0.022356840094865341 leaf_weight=54.676853127608865 3.2282846966513707 2.2648359190498013 1.6904241390002415 leaf_count=1616 795 29 50 internal_value=0 -0.0101769 0.0011268 internal_weight=0 5.49312 56.3673 internal_count=2490 824 1666 is_linear=0 shrinkage=0.0204111 Tree=8094 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=1.23784 1.14463 threshold=-1.0000000180025095e-35 -0.021334999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040087936138321413 -0.00032423461566717524 -8.7747708390535317e-06 leaf_weight=1.0375122301866202 1.7871123935328785 61.965482372987481 leaf_count=67 33 2368 internal_value=0 -1.81707e-05 internal_weight=0 63.7526 internal_count=2468 2401 is_linear=0 shrinkage=0.000400217 Tree=8095 num_leaves=4 num_cat=0 split_feature=4 4 151 split_gain=1.61714 2.01197 1.55018 threshold=0.27626000000000001 0.092520000000000005 -0.084084999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3494165480086892e-06 -0.00015298415091121993 -0.00022467515732140308 0.00022903698598791635 leaf_weight=44.345027674625271 2.1288924003602006 7.7808479408577105 7.2238188148785394 leaf_count=2042 27 175 246 internal_value=0 -3.84996e-05 0.000141299 internal_weight=0 52.1259 9.35271 internal_count=2490 2217 273 is_linear=0 shrinkage=0.000400217 Tree=8096 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=1.47269 1.84545 threshold=-0.094929999999999987 0.081245000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013348900445588853 -0.0002819488840095296 0.0084279423367772232 leaf_weight=2.7567827221064354 46.228114558430207 12.866012626603604 leaf_count=44 2139 296 internal_value=0 0.00162673 internal_weight=0 59.0941 internal_count=2479 2435 is_linear=0 shrinkage=0.0204111 Tree=8097 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=2.12222 1.53451 threshold=-0.094929999999999987 -0.51118499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034280728195338375 -0.00041407727027308646 3.5762292643023896e-05 leaf_weight=2.4898075509117907 1.1288434869952642 58.350617585385862 leaf_count=42 31 2373 internal_value=0 2.64629e-05 internal_weight=0 59.4795 internal_count=2446 2404 is_linear=0 shrinkage=0.000400217 Tree=8098 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=1.43712 2.04917 1.18306 threshold=-0.23025999999999999 0.086095000000000019 -0.061889999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018040953589898465 -0.0034422099273228998 -0.00099455587297774244 0.0028668072989159999 leaf_weight=4.1704537041514396 32.528868466928543 5.2130669485777617 19.847763449981358 leaf_count=50 1942 41 451 internal_value=0 0.00757864 -0.00105044 internal_weight=0 9.38352 52.3766 internal_count=2484 91 2393 is_linear=0 shrinkage=0.0204111 Tree=8099 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=2.18233 1.71214 threshold=-0.52412999999999987 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020143273277784993 -0.0067308034315949608 0.0010747470610462627 leaf_weight=1.9754825974523544 16.107081411954823 42.005571717866587 leaf_count=24 1270 1193 internal_value=0 -0.0010975 internal_weight=0 58.1127 internal_count=2487 2463 is_linear=0 shrinkage=0.0204111 Tree=8100 num_leaves=4 num_cat=0 split_feature=48 0 4 split_gain=1.93897 3.36797 1.50243 threshold=0.093265000000000015 0.21217000000000003 0.034835000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6765531490388576e-05 0.00023559016326069211 -0.00063124481801642347 -6.0958463230051697e-05 leaf_weight=46.121783005120506 6.7229146333379486 1.5245900463778514 4.5000747752055759 leaf_count=2183 184 17 81 internal_value=0 -6.69038e-05 0.000117256 internal_weight=0 47.6464 11.223 internal_count=2465 2200 265 is_linear=0 shrinkage=0.000400217 Tree=8101 num_leaves=4 num_cat=0 split_feature=15 159 52 split_gain=2.12193 1.78751 1.20873 threshold=-0.24269999999999997 0.10506000000000001 0.12146500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035012737265524444 1.0397502965993467e-05 -0.00037717130871075117 -0.00011480134613576965 leaf_weight=4.313558817277225 57.727428608915034 1.8590766300912935 1.0644545030681909 leaf_count=154 2162 136 51 internal_value=0 -2.37922e-06 0.000257641 internal_weight=0 59.5865 5.37801 internal_count=2503 2298 205 is_linear=0 shrinkage=0.000400217 Tree=8102 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=1.45289 1.29982 threshold=0.30863500000000005 0.085215000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001567075668311572 0.019328964745794548 -0.014644574633387428 leaf_weight=57.85561905147506 1.4192728929829161 2.5884948390848868 leaf_count=2223 99 145 internal_value=0 -0.000803075 internal_weight=0 60.4441 internal_count=2467 2368 is_linear=0 shrinkage=0.0204111 Tree=8103 num_leaves=4 num_cat=0 split_feature=2 3 2 split_gain=1.51471 2.70806 2.13429 threshold=0.11218000000000002 0.11439500000000001 0.113445 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4794386332961664e-09 -0.00048890910362050198 0.00031564044798414545 -5.1840517615957317e-05 leaf_weight=44.812321395271283 2.0050566357676862 4.7102653161418848 11.808559417117065 leaf_count=1982 27 62 408 internal_value=0 3.06646e-05 -0.000118702 internal_weight=0 49.5226 13.8136 internal_count=2479 2044 435 is_linear=0 shrinkage=0.000400217 Tree=8104 num_leaves=4 num_cat=0 split_feature=2 48 49 split_gain=1.55946 2.07013 0.123832 threshold=0.14753000000000002 0.12879500000000002 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.034997838226032e-05 0.00037298494153883499 -0.00036299643821769464 0.00016254771449535044 leaf_weight=55.95807096923636 1.3769505316886346 2.6881933397771709 1.0586794246482893 leaf_count=2319 85 46 30 internal_value=0 -2.71753e-05 0.00029268 internal_weight=0 58.6463 2.43563 internal_count=2480 2365 115 is_linear=0 shrinkage=0.000400217 Tree=8105 num_leaves=3 num_cat=0 split_feature=47 47 split_gain=1.98136 1.69719 threshold=0.13148500000000005 0.11069000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.879397685165278e-05 -0.016461480035745723 0.013706697012610135 leaf_weight=55.337185927289283 2.7735192923137211 3.8829921353899399 leaf_count=2327 50 85 internal_value=0 0.000858609 internal_weight=0 59.2202 internal_count=2462 2412 is_linear=0 shrinkage=0.0204111 Tree=8106 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=1.4421 1.47468 threshold=0.084955000000000017 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.3774953383562526e-06 -0.00035527850584576637 0.0002995619320945303 leaf_weight=58.243105857116007 1.5909196818829503 2.7313894042054008 leaf_count=2320 39 108 internal_value=0 1.81253e-05 internal_weight=0 60.9745 internal_count=2467 2428 is_linear=0 shrinkage=0.000400217 Tree=8107 num_leaves=3 num_cat=0 split_feature=38 147 split_gain=1.43957 1.20959 threshold=0.084835000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020830076608804232 -0.015840430741702976 0.0012743616891470657 leaf_weight=0.93760052976722263 2.1069323375431841 59.961690307241952 leaf_count=19 47 2437 internal_value=0 0.000896441 internal_weight=0 60.8993 internal_count=2503 2456 is_linear=0 shrinkage=0.0204111 Tree=8108 num_leaves=4 num_cat=0 split_feature=13 13 42 split_gain=1.63852 1.82433 1.73702 threshold=0.060235000000000004 0.0066850000000000008 -0.11377999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6467555465303421e-06 -0.00019590570892486761 -0.00042517369925193521 0.00020931506925199231 leaf_weight=48.762587912756317 1.922961475302144 1.5734121157784091 10.547546944280837 leaf_count=2064 52 94 278 internal_value=0 -1.57997e-05 0.000145642 internal_weight=0 50.336 12.4705 internal_count=2488 2158 330 is_linear=0 shrinkage=0.000400217 Tree=8109 num_leaves=3 num_cat=0 split_feature=38 457 split_gain=1.5554 1.57766 threshold=0.10386000000000002 -0.0046349999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0093162135992005332 -0.020605271336533837 0.002285310012424904 leaf_weight=5.2590564441252345 1.2783137163423806 53.823492066411291 leaf_count=191 26 2216 internal_value=0 0.00123697 internal_weight=0 59.0825 internal_count=2433 2407 is_linear=0 shrinkage=0.0204111 Tree=8110 num_leaves=3 num_cat=0 split_feature=1456 160 split_gain=1.56996 1.20203 threshold=-1.0000000180025095e-35 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039212453791131715 -0.0003623998260304719 2.9485938079848385e-05 leaf_weight=1.3927735165466391 1.168086606286123 61.547547120977924 leaf_count=245 141 2086 internal_value=0 2.15542e-05 internal_weight=0 62.7156 internal_count=2472 2227 is_linear=0 shrinkage=0.000400217 Tree=8111 num_leaves=4 num_cat=0 split_feature=15 1 15 split_gain=1.59168 1.94128 1.86133 threshold=0.084050000000000014 0.11174500000000002 0.082685000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0502484477115613e-06 -0.00041863075886230358 8.1525919906163752e-05 0.00039707823344826558 leaf_weight=53.15576068117889 3.111030396537898 1.9718653591698965 1.7590808968525369 leaf_count=1569 819 30 46 internal_value=0 -0.000227024 4.74072e-06 internal_weight=0 5.0829 54.9148 internal_count=2464 849 1615 is_linear=0 shrinkage=0.000400217 Tree=8112 num_leaves=4 num_cat=0 split_feature=1 46 52 split_gain=1.55103 1.83583 1.13557 threshold=0.13662500000000002 0.084955000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8478006607016288e-06 -2.4318439305885499e-05 -0.00051602417932451923 0.00041622525894392576 leaf_weight=59.069692865812613 1.5117410129423663 1.0307045090012241 2.3043668943719231 leaf_count=2337 49 27 80 internal_value=0 -1.35747e-05 0.000245986 internal_weight=0 60.1004 3.81611 internal_count=2493 2364 129 is_linear=0 shrinkage=0.000400217 Tree=8113 num_leaves=4 num_cat=0 split_feature=1 48 16 split_gain=1.92667 2.07646 0.393396 threshold=0.13662500000000002 0.12879500000000002 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011600056175407336 0.02157064760958868 -0.016617630297783372 0.0060953685517465307 leaf_weight=55.945457154453379 2.0273223674648766 2.7657944495913389 1.1768911503349944 leaf_count=2286 92 50 40 internal_value=0 0.000292492 0.0162844 internal_weight=0 58.7113 3.20421 internal_count=2468 2336 132 is_linear=0 shrinkage=0.0204111 Tree=8114 num_leaves=4 num_cat=0 split_feature=0 133 49 split_gain=1.3375 1.28199 1.13591 threshold=-0.0029549999999999997 -1.0000000180025095e-35 0.0037600000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019167021660943122 5.6747975304804485e-05 -3.7607885727417138e-07 0.00034494538658762897 leaf_weight=6.3227706955481144 10.405323008493722 43.861661336168709 2.6847983417246715 leaf_count=676 229 1544 30 internal_value=0 -2.48504e-05 0.000118282 internal_weight=0 50.1844 13.0901 internal_count=2479 2220 259 is_linear=0 shrinkage=0.000400217 Tree=8115 num_leaves=3 num_cat=0 split_feature=1375 47 split_gain=2.46239 1.14958 threshold=-0.43429999999999996 0.11069000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030453543589072419 -0.0010388172000586045 0.0075839330547385559 leaf_weight=1.0170476328166831 55.459262546698483 7.1739801990606784 leaf_count=10 2317 137 internal_value=0 -3.94007e-05 internal_weight=0 62.6332 internal_count=2464 2454 is_linear=0 shrinkage=0.0204111 Tree=8116 num_leaves=4 num_cat=0 split_feature=43 42 132 split_gain=1.80321 1.97064 0.0617454 threshold=0.2506000000000001 -0.0044549999999999998 -0.19186999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001827074740956365 -0.00020809855175838503 3.8565770556761669e-05 -0.00051734488524866906 leaf_weight=7.1833800526283076 0.36691244243047549 55.338298113428209 0.88998930927573272 leaf_count=584 73 1743 83 internal_value=0 1.28616e-05 -0.000451476 internal_weight=0 62.5217 1.2569 internal_count=2483 2327 156 is_linear=0 shrinkage=0.000400217 Tree=8117 num_leaves=3 num_cat=0 split_feature=453 454 split_gain=1.37757 1.23401 threshold=0.10218000000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.9433343353340264e-06 -0.00041782795194057493 0.00033364497564588485 leaf_weight=63.34514199349087 1.1319018267095078 1.6930986169027153 leaf_count=2433 14 23 internal_value=0 7.35121e-06 internal_weight=0 65.0382 internal_count=2470 2456 is_linear=0 shrinkage=0.000400217 Tree=8118 num_leaves=3 num_cat=0 split_feature=457 43 split_gain=1.2982 1.38808 threshold=-0.23069499999999998 -0.069999999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016946216156248535 0.0030382369560177798 -0.0032584834584350577 leaf_weight=1.6237179053132411 22.933998184824759 39.636078587804604 leaf_count=23 1025 1431 internal_value=0 -0.000949223 internal_weight=0 62.5701 internal_count=2479 2456 is_linear=0 shrinkage=0.0204111 Tree=8119 num_leaves=4 num_cat=0 split_feature=403 46 1 split_gain=1.39526 1.48595 1.44556 threshold=-1.0000000180025095e-35 0.081930000000000017 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041846235194045766 2.9583141083469253e-05 -0.0004013684753847674 2.871866771753754e-05 leaf_weight=2.3477057675877395 56.773480100320285 1.1993846996920172 2.1622319786984008 leaf_count=441 1849 35 155 internal_value=0 1.99108e-05 -0.000208565 internal_weight=0 57.9729 4.50994 internal_count=2480 1884 596 is_linear=0 shrinkage=0.000400217 Tree=8120 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=1.6377 2.78063 2.61096 threshold=-0.10072999999999999 0.12419000000000001 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018984827732275631 -0.0034431742905679384 0.011221346933722438 0.021042059872371545 leaf_weight=14.225977767974202 38.237429224787775 6.1566626521816934 3.6479298029371412 leaf_count=308 1889 208 33 internal_value=0 -0.00138635 0.00591221 internal_weight=0 44.3941 17.8739 internal_count=2438 2097 341 is_linear=0 shrinkage=0.0204111 Tree=8121 num_leaves=3 num_cat=0 split_feature=46 483 split_gain=1.49365 1.38194 threshold=0.084955000000000017 0.096950000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015926433113524169 -0.019266554215952848 -0.018582975701228775 leaf_weight=61.743644550355839 1.419703373860101 1.3358905211925947 leaf_count=2285 37 143 internal_value=0 0.0011332 internal_weight=0 63.0795 internal_count=2465 2428 is_linear=0 shrinkage=0.0204111 Tree=8122 num_leaves=4 num_cat=0 split_feature=2 51 160 split_gain=1.41123 1.38711 1.16496 threshold=0.097940000000000013 -0.090074999999999988 0.11205000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0056591723670080174 0.001488120048019938 -0.0050526920766753363 0.015121708073827286 leaf_weight=5.9813129422605007 23.598240503126821 29.261382864614461 2.8290941646919228 leaf_count=179 701 1522 45 internal_value=0 -0.00322253 0.00300526 internal_weight=0 35.2427 26.4273 internal_count=2447 1701 746 is_linear=0 shrinkage=0.0204111 Tree=8123 num_leaves=4 num_cat=0 split_feature=43 4 42 split_gain=1.91283 2.20264 1.86269 threshold=0.053180000000000012 -0.17966999999999997 0.083845000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025559741929374554 0.00027277688022786241 1.8323778437664969e-06 -0.00012235752933646696 leaf_weight=5.9093570807872302 6.9377194280214081 45.940639503324746 2.5466777924884809 leaf_count=179 186 1922 155 internal_value=0 -2.79945e-05 0.000166489 internal_weight=0 51.85 9.4844 internal_count=2442 2101 341 is_linear=0 shrinkage=0.000400217 Tree=8124 num_leaves=4 num_cat=0 split_feature=13 13 457 split_gain=1.863 3.29602 2.11579 threshold=-0.084024999999999975 -0.084169999999999981 0.048350000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9694799375454673e-05 -0.00010244809323931158 0.00067422063763391779 0.00011039345489825251 leaf_weight=17.695253708310705 31.966232106549796 1.3561551924321964 9.6558334056171571 leaf_count=724 1553 12 164 internal_value=0 9.78306e-05 -5.29076e-05 internal_weight=0 19.0514 41.6221 internal_count=2453 736 1717 is_linear=0 shrinkage=0.000400217 Tree=8125 num_leaves=4 num_cat=0 split_feature=124 456 42 split_gain=1.84075 1.82467 1.02669 threshold=-0.043384999999999993 0.084065000000000015 -0.0044549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7321909425823909e-05 6.1374645314746526e-07 -0.00034457696491036941 0.00039354155634445501 leaf_weight=1.9604341603117061 54.895927771925471 2.4555117154341124 2.7790178952309352 leaf_count=48 2123 149 154 internal_value=0 -1.48083e-05 0.000241913 internal_weight=0 57.3514 4.73945 internal_count=2474 2272 202 is_linear=0 shrinkage=0.000400217 Tree=8126 num_leaves=4 num_cat=0 split_feature=2 38 49 split_gain=1.15699 1.66875 0.148962 threshold=0.14753000000000002 0.084835000000000008 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015700558012146271 0.01898645082161806 -0.020587773814967038 0.007749479223416106 leaf_weight=59.212975359332177 1.4799620532849069 1.3389346631192882 1.0685702659829983 leaf_count=2325 87 33 31 internal_value=0 0.001043 0.0147993 internal_weight=0 60.5519 2.54853 internal_count=2476 2358 118 is_linear=0 shrinkage=0.0204111 Tree=8127 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=1.66161 1.93957 1.886 threshold=-0.080924999999999983 -0.084044999999999995 -0.52412999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.004010463558787267 -0.034361351887211164 0.027548884895311848 -0.00066102187361174937 leaf_weight=15.577862360171823 0.59050624203518864 1.50545296701648 46.179617175691874 leaf_count=520 17 161 1772 internal_value=0 0.00625065 -0.00116756 internal_weight=0 17.0833 46.7701 internal_count=2470 681 1789 is_linear=0 shrinkage=0.0204111 Tree=8128 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=1.64552 1.38556 threshold=-0.28286499999999998 -0.54165499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019509223423012801 0.01579914909322154 -0.00013580946355666281 leaf_weight=1.654927383829089 2.2501800891768644 60.396076029819142 leaf_count=54 62 2337 internal_value=0 0.000463722 internal_weight=0 62.6463 internal_count=2453 2399 is_linear=0 shrinkage=0.0204111 Tree=8129 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=1.35428 1.38775 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040552610200133242 4.3552775336035696e-05 -7.6319354588919139e-05 leaf_weight=1.0970689998557634 28.131609678986024 34.108086858107981 leaf_count=68 433 1974 internal_value=0 -2.21576e-05 internal_weight=0 62.2397 internal_count=2475 2407 is_linear=0 shrinkage=0.000400217 Tree=8130 num_leaves=4 num_cat=0 split_feature=52 1210 16 split_gain=1.55475 1.31821 0.755062 threshold=-0.24861499999999997 -0.080364999999999978 0.063830000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022939076726468828 -0.00041664290562320815 3.1715216538870063e-05 -0.0003268412827684949 leaf_weight=0.36954843106013813 0.95770524485669639 58.966023746926112 2.8446649179277301 leaf_count=6 109 2068 281 internal_value=0 2.37858e-05 -0.00025732 internal_weight=0 59.9237 3.21421 internal_count=2464 2177 287 is_linear=0 shrinkage=0.000400217 Tree=8131 num_leaves=3 num_cat=0 split_feature=8 16 split_gain=1.32379 1.3663 threshold=1.0000000180025095e-35 -0.0087049999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.5479398741063605e-05 0.00029694244621899948 4.5077445246350249e-05 leaf_weight=34.255350594308311 2.0367049579654113 26.700002811283412 leaf_count=1580 53 855 internal_value=0 -2.26866e-05 internal_weight=0 60.9554 internal_count=2488 2435 is_linear=0 shrinkage=0.000400217 Tree=8132 num_leaves=3 num_cat=0 split_feature=1366 13 split_gain=1.66599 1.3722 threshold=-1.0000000180025095e-35 -0.5356749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021910970568963503 -0.016640595154351494 0.0012219522675376679 leaf_weight=1.2784452615596809 1.7356379760458356 59.271519917826026 leaf_count=46 24 2414 internal_value=0 0.000684213 internal_weight=0 61.0072 internal_count=2484 2438 is_linear=0 shrinkage=0.0204111 Tree=8133 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=1.50465 1.71761 threshold=-0.094929999999999987 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016175759998759674 0.017628616043787425 0.00040826539230429451 leaf_weight=2.0528546772547989 2.4106070819852894 55.753104596702087 leaf_count=44 48 2399 internal_value=0 0.00115447 internal_weight=0 58.1637 internal_count=2491 2447 is_linear=0 shrinkage=0.0204111 Tree=8134 num_leaves=4 num_cat=0 split_feature=129 51 12 split_gain=1.18203 1.27531 0.149903 threshold=0.090180000000000024 0.081440000000000026 -0.05670999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00071151425134918984 -0.0026332205973572018 0.0076329146080313763 -0.020866173578861565 leaf_weight=50.284603431214236 0.27248083625454456 14.127424881855857 0.93084142796305858 leaf_count=1997 13 319 133 internal_value=0 0.00224019 -0.0173131 internal_weight=0 64.412 1.20332 internal_count=2462 2316 146 is_linear=0 shrinkage=0.0204111 Tree=8135 num_leaves=4 num_cat=0 split_feature=3 12 133 split_gain=2.22782 2.09439 1.79882 threshold=-0.084024999999999975 0.11650500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.007512483748377494 -0.014802670139772168 -0.019920239407171084 -0.00076886342526374387 leaf_weight=19.749305980647481 4.1690858828387709 1.1252472689284321 34.365850374180809 leaf_count=842 416 25 1175 internal_value=0 0.00593533 -0.00232567 internal_weight=0 20.8746 38.5349 internal_count=2458 867 1591 is_linear=0 shrinkage=0.0204111 Tree=8136 num_leaves=3 num_cat=0 split_feature=4 160 split_gain=1.46699 1.37483 threshold=0.51167000000000018 -0.24479499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037483312458022811 0.00038335091260679262 -9.7655618347962381e-07 leaf_weight=1.5067207628276253 1.4380245165611985 59.143788447816405 leaf_count=210 106 2172 internal_value=0 -1.09377e-05 internal_weight=0 60.6505 internal_count=2488 2382 is_linear=0 shrinkage=0.000400217 Tree=8137 num_leaves=4 num_cat=0 split_feature=155 1373 15 split_gain=1.20583 1.1364 0.871223 threshold=0.083555000000000004 0.099250000000000019 -0.13309999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9732426686517467e-05 0.0002091895700989913 -0.00034959231530736894 -0.00042694419514769299 leaf_weight=62.19040144561086 0.36595049253901368 1.1796740156278236 1.4851738645229478 leaf_count=2296 11 17 161 internal_value=0 2.20669e-05 -0.000296428 internal_weight=0 63.3701 1.85112 internal_count=2485 2313 172 is_linear=0 shrinkage=0.000400217 Tree=8138 num_leaves=3 num_cat=0 split_feature=45 146 split_gain=1.4002 1.90035 threshold=-0.080359999999999987 0.086030000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039866133418135882 -2.3528145441106237e-05 -0.00055463873440034261 leaf_weight=1.1172749586403359 63.594470064433608 0.98614773817825963 leaf_count=8 2511 16 internal_value=0 -3.25841e-05 internal_weight=0 64.5806 internal_count=2535 2527 is_linear=0 shrinkage=0.000400217 Tree=8139 num_leaves=4 num_cat=0 split_feature=457 11 150 split_gain=1.75719 1.33356 1.24671 threshold=0.092360000000000012 0.089270000000000002 0.11235000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2061291616738875e-06 -1.7696084683315022e-05 -0.00028552298485354406 0.00038755290360451233 leaf_weight=55.16383931727205 2.0094147053532643 2.7691994262027029 2.9312442367372569 leaf_count=2273 59 78 45 internal_value=0 -2.00825e-05 0.000225994 internal_weight=0 57.933 4.94066 internal_count=2455 2351 104 is_linear=0 shrinkage=0.000400217 Tree=8140 num_leaves=3 num_cat=0 split_feature=3 9 split_gain=1.9026 1.36199 threshold=-0.52412999999999987 -0.036024999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019616107427504494 0.020584676325773134 -0.00115394096796888 leaf_weight=1.8670063659374125 1.1134536555618968 59.772137426537029 leaf_count=19 68 2352 internal_value=0 -0.000719337 internal_weight=0 60.8856 internal_count=2439 2420 is_linear=0 shrinkage=0.0204111 Tree=8141 num_leaves=4 num_cat=0 split_feature=376 45 2 split_gain=1.48154 1.54192 1.10245 threshold=0.048375000000000008 -1.0000000180025095e-35 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02023870642552273 -0.0011572434217915633 -0.0026699149543392723 0.019184996976203385 leaf_weight=1.1402310469056818 2.000133396308228 56.387402757438394 2.3484630530438153 leaf_count=17 71 2336 69 internal_value=0 -0.00217742 0.0100344 internal_weight=0 57.5276 4.3486 internal_count=2493 2353 140 is_linear=0 shrinkage=0.0204111 Tree=8142 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.68531 1.40502 threshold=-0.51412499999999983 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028728411437291165 -0.00030892454811594177 -1.0212446896179142e-06 leaf_weight=3.0242110255530852 2.3628964387462466 58.154793078999319 leaf_count=40 117 2302 internal_value=0 -1.35915e-05 internal_weight=0 60.5177 internal_count=2459 2419 is_linear=0 shrinkage=0.000400217 Tree=8143 num_leaves=3 num_cat=0 split_feature=15 483 split_gain=1.13096 1.27855 threshold=-0.47090499999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017828804335718058 0.00045192598525868339 -0.013827844457383304 leaf_weight=1.3762138186575601 59.192068721227315 2.620627173219872 leaf_count=90 2125 275 internal_value=0 -0.000177391 internal_weight=0 61.8127 internal_count=2490 2400 is_linear=0 shrinkage=0.0204111 Tree=8144 num_leaves=3 num_cat=0 split_feature=1374 15 split_gain=1.55607 1.28401 threshold=-0.094929999999999987 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017047180895064559 0.0013087181451929032 -0.0084351995611562335 leaf_weight=2.1382972548017269 51.803456959521554 6.2082581253121125 leaf_count=40 1562 854 internal_value=0 0.00025171 internal_weight=0 58.0117 internal_count=2456 2416 is_linear=0 shrinkage=0.0204111 Tree=8145 num_leaves=4 num_cat=0 split_feature=3 0 16 split_gain=1.6986 1.76936 0.830873 threshold=0.15217000000000003 -0.074249999999999997 -0.24404999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6577197875710182e-05 0.00044144644509117931 4.697066969945547e-05 8.0270938103444808e-05 leaf_weight=34.646319414168374 1.5474643047564312 22.670633445510248 2.8173959875784922 leaf_count=1656 60 685 71 internal_value=0 -3.98187e-05 0.000216156 internal_weight=0 57.317 4.36486 internal_count=2472 2341 131 is_linear=0 shrinkage=0.000400217 Tree=8146 num_leaves=3 num_cat=0 split_feature=124 46 split_gain=1.53364 1.62353 threshold=0.11040000000000001 0.081930000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4535522343957789e-06 0.00039132714449532441 -0.0004434579496273593 leaf_weight=59.308769646336259 1.4906353111728083 1.2131459373340465 leaf_count=2395 23 36 internal_value=0 -5.32703e-06 internal_weight=0 60.5219 internal_count=2454 2431 is_linear=0 shrinkage=0.000400217 Tree=8147 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=1.48407 3.39407 3.02986 threshold=-0.10674499999999999 0.12879500000000002 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.006801197023108667 -0.01159631720902087 -0.016645403251021366 0.0017988710752258068 leaf_weight=25.007979278958377 9.5945463666612323 2.758487320887979 25.476645372873463 leaf_count=413 1225 30 790 internal_value=0 0.00441437 -0.00189094 internal_weight=0 27.7665 35.0712 internal_count=2458 443 2015 is_linear=0 shrinkage=0.0204111 Tree=8148 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=1.23363 1.36518 threshold=1.0000000180025095e-35 -0.25061999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00018498153771629258 -0.00038335067984640418 -2.706322109586974e-05 leaf_weight=5.207740459827618 1.3303062859395129 56.594961973723912 leaf_count=195 212 2049 internal_value=0 -8.89328e-06 internal_weight=0 61.8027 internal_count=2456 2244 is_linear=0 shrinkage=0.000400217 Tree=8149 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=1.87243 1.75459 threshold=-0.094929999999999987 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017717678736361073 0.017259198368843775 -0.00033381546982631224 leaf_weight=2.3670941103046053 2.3496900176542104 58.09252448407733 leaf_count=43 46 2379 internal_value=0 0.000380761 internal_weight=0 60.4422 internal_count=2468 2425 is_linear=0 shrinkage=0.0204111 Tree=8150 num_leaves=3 num_cat=0 split_feature=31 39 split_gain=1.45716 1.38375 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020556768610233391 -0.0024558265028135347 0.020306785734548388 leaf_weight=1.1023900469608623 59.090839907435566 1.0228881768707641 leaf_count=69 2402 16 internal_value=0 -0.00203147 internal_weight=0 60.1137 internal_count=2487 2418 is_linear=0 shrinkage=0.0204111 Tree=8151 num_leaves=3 num_cat=0 split_feature=31 45 split_gain=1.39147 1.38136 threshold=-1.0000000180025095e-35 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020490613104280631 0.020215077620974038 -0.002239820022483071 leaf_weight=1.0765284574354144 1.0523710548877705 59.617238154055485 leaf_count=72 8 2376 internal_value=0 -0.0018138 internal_weight=0 60.6696 internal_count=2456 2384 is_linear=0 shrinkage=0.0204111 Tree=8152 num_leaves=3 num_cat=0 split_feature=0 1375 split_gain=1.49216 1.24453 threshold=0.37339500000000009 -0.53764999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.02269946497209455 -0.023468617910774186 0.00039568128204564486 leaf_weight=0.94875320000573893 0.96365513373166223 60.280439653687608 leaf_count=4 10 2466 internal_value=0 0.000782084 internal_weight=0 61.2292 internal_count=2480 2470 is_linear=0 shrinkage=0.0204111 Tree=8153 num_leaves=4 num_cat=0 split_feature=13 3 2 split_gain=2.00715 1.58554 0.336275 threshold=-0.24588999999999997 0.095980000000000024 0.097940000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015107844679026167 -0.00062557499326570325 -0.0094337990306790041 0.01352113394464209 leaf_weight=1.3090444516601554 44.067977423776938 10.446425040252505 4.0255097724821098 leaf_count=37 2168 156 97 internal_value=0 -0.00232934 0.0106656 internal_weight=0 54.5144 5.33455 internal_count=2458 2324 134 is_linear=0 shrinkage=0.0204111 Tree=8154 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=1.64472 3.08048 1.82243 threshold=0.088975000000000012 -0.12077499999999998 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010684416213091536 -0.00032076056147032288 -0.00018951053601708786 6.3178218828749511e-05 leaf_weight=8.4004552762139628 1.983732470369431 16.499267837920797 36.28686791290238 leaf_count=124 103 1394 835 internal_value=0 -8.94982e-05 4.23993e-05 internal_weight=0 24.8997 38.2706 internal_count=2456 1518 938 is_linear=0 shrinkage=0.000400217 Tree=8155 num_leaves=4 num_cat=0 split_feature=133 0 1 split_gain=1.39956 1.73143 1.18232 threshold=0.10637000000000002 -0.0029549999999999997 0.10124500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010121605258786208 -0.024391355149415331 0.0075953537799079724 0.010872778933612623 leaf_weight=48.199482654801614 1.5337752761697618 12.082616694617171 0.44951602664514201 leaf_count=1907 302 242 33 internal_value=0 0.000723966 -0.0162448 internal_weight=0 60.2821 1.98329 internal_count=2484 2149 335 is_linear=0 shrinkage=0.0204111 Tree=8156 num_leaves=4 num_cat=0 split_feature=43 123 15 split_gain=1.64899 1.75414 0.17404 threshold=0.21983500000000003 0.085110000000000005 -0.11251499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020103535908599977 -0.0048597586664485678 0.01550199371234263 -0.025669485211374941 leaf_weight=54.895014689886466 0.2687157748878235 3.0206837490441094 0.99160793984947193 leaf_count=2096 35 143 118 internal_value=0 0.000646312 -0.0219911 internal_weight=0 57.9157 1.26032 internal_count=2392 2239 153 is_linear=0 shrinkage=0.0204111 Tree=8157 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.40248 1.76876 threshold=-0.28286499999999998 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018074966785944061 0.00039215917706558094 0.013497833048131892 leaf_weight=1.4666958332654747 54.823399475362294 4.5432626292763407 leaf_count=55 2266 143 internal_value=0 0.00141864 internal_weight=0 59.3667 internal_count=2464 2409 is_linear=0 shrinkage=0.0204111 Tree=8158 num_leaves=3 num_cat=0 split_feature=1365 160 split_gain=1.36356 1.23907 threshold=0.084635000000000016 -0.25833999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036281676290463667 -0.00038050829259227858 2.5954617880449719e-05 leaf_weight=1.2302285762611962 1.2971228306414548 60.956080030122394 leaf_count=196 43 2221 internal_value=0 1.76253e-05 internal_weight=0 62.1863 internal_count=2460 2417 is_linear=0 shrinkage=0.000400217 Tree=8159 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=1.73437 1.84252 threshold=-0.094929999999999987 0.12113000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037124753371857363 1.9262606313583514e-05 -0.00022936951723285794 leaf_weight=2.0145798100857055 52.695629017167448 5.1366229348641346 leaf_count=43 2320 106 internal_value=0 -3.22128e-06 internal_weight=0 57.8323 internal_count=2469 2426 is_linear=0 shrinkage=0.000400217 Tree=8160 num_leaves=3 num_cat=0 split_feature=1373 1456 split_gain=1.49334 1.5397 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025412881345426028 -0.022062369287470081 -0.017152473583791114 leaf_weight=60.673697935177188 0.98109679047774889 1.5894235155283229 leaf_count=2264 19 230 internal_value=0 0.00200867 internal_weight=0 62.2631 internal_count=2513 2494 is_linear=0 shrinkage=0.0204111 Tree=8161 num_leaves=3 num_cat=0 split_feature=48 148 split_gain=1.96784 1.68091 threshold=0.12879500000000002 -0.084064999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003713207014366746 -0.00028940182134151396 3.199939954884742e-05 leaf_weight=1.5931492705567496 3.3705167787156816 56.698663239151756 leaf_count=50 70 2301 internal_value=0 2.02857e-05 internal_weight=0 58.2918 internal_count=2421 2351 is_linear=0 shrinkage=0.000400217 Tree=8162 num_leaves=3 num_cat=0 split_feature=1210 43 split_gain=1.11957 1.08364 threshold=-0.08107499999999998 -0.15786499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041576840716071607 0.00014777170604379151 -2.7353088592993774e-06 leaf_weight=0.85435240089645859 8.7943091802153486 54.83459315522623 leaf_count=105 181 2183 internal_value=0 1.82897e-05 internal_weight=0 63.6289 internal_count=2469 2364 is_linear=0 shrinkage=0.000400217 Tree=8163 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=1.26611 1.18671 threshold=-0.53764999999999985 -0.22896499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022612867488561419 0.015954551038867046 -0.0005496792820155579 leaf_weight=0.93209786940133099 1.7594332805601869 60.15384812267439 leaf_count=4 29 2456 internal_value=0 -5.27125e-05 internal_weight=0 61.9133 internal_count=2489 2485 is_linear=0 shrinkage=0.0204111 Tree=8164 num_leaves=3 num_cat=0 split_feature=1375 43 split_gain=2.41582 1.73861 threshold=-0.43150999999999995 -0.51412499999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053429858351317289 0.00030167524574425161 -7.1446614056370163e-06 leaf_weight=1.2301537546845782 2.9647340976553087 57.257610628126713 leaf_count=12 40 2436 internal_value=0 8.59011e-06 internal_weight=0 60.2223 internal_count=2488 2476 is_linear=0 shrinkage=0.000400217 Tree=8165 num_leaves=4 num_cat=0 split_feature=1 51 457 split_gain=1.44284 2.86863 1.65514 threshold=0.094405000000000003 0.089530000000000012 0.048350000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024162586195271506 2.1582265171387348e-05 -0.025312069995867333 0.013472720352504573 leaf_weight=30.457121054439995 24.866005965130174 2.3558123593907103 4.3890267669048617 leaf_count=1546 647 181 110 internal_value=0 -0.00414056 0.00208328 internal_weight=0 32.8129 29.255 internal_count=2484 1727 757 is_linear=0 shrinkage=0.0204111 Tree=8166 num_leaves=4 num_cat=0 split_feature=52 52 45 split_gain=1.70158 3.0422 1.60579 threshold=-0.077024999999999996 -0.088284999999999988 -0.080359999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018613550759879586 0.020171208284742441 0.016418824743330212 -0.0039106463430655675 leaf_weight=10.844160839708822 1.0779289640486229 5.7048491391269627 39.934704096102678 leaf_count=520 8 103 1821 internal_value=0 0.00450826 -0.00322451 internal_weight=0 16.549 41.0126 internal_count=2452 623 1829 is_linear=0 shrinkage=0.0204111 Tree=8167 num_leaves=4 num_cat=0 split_feature=1 43 3 split_gain=2.3641 3.52948 1.8904 threshold=0.077845000000000011 0.14198000000000002 0.081025000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022592698930818297 0.00010645949642260615 0.00025332040226444926 -6.1941590896907869e-05 leaf_weight=13.780290715625144 25.075882782280132 2.893809915676683 18.436213563685669 leaf_count=1169 887 142 310 internal_value=0 -0.000141618 3.51316e-05 internal_weight=0 16.6741 43.5121 internal_count=2508 1311 1197 is_linear=0 shrinkage=0.000400217 Tree=8168 num_leaves=3 num_cat=0 split_feature=9 1444 split_gain=1.64784 1.32246 threshold=-1.0000000180025095e-35 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021214647023006787 0.020098864000022598 -0.00084309074590356396 leaf_weight=1.3946597950052808 1.1716949091642153 58.827616307946755 leaf_count=64 24 2373 internal_value=0 -0.00039745 internal_weight=0 59.9993 internal_count=2461 2397 is_linear=0 shrinkage=0.0204111 Tree=8169 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=1.35889 1.74463 threshold=-0.50992999999999988 0.090515000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013201990848603686 -0.0052646574572075919 0.0020865918273122079 leaf_weight=2.8228226321734828 23.359908603477379 31.399920242548433 leaf_count=44 1589 863 internal_value=0 -0.00105371 internal_weight=0 54.7598 internal_count=2496 2452 is_linear=0 shrinkage=0.0204111 Tree=8170 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=1.18125 1.23613 threshold=-0.080359999999999987 0.091490000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020077309317470558 1.8936331613875973e-05 -0.018771228045916334 leaf_weight=1.080332415178417 60.64238709788242 1.3825717679137586 leaf_count=9 2407 39 internal_value=0 -0.000432977 internal_weight=0 62.025 internal_count=2455 2446 is_linear=0 shrinkage=0.0204111 Tree=8171 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=1.56235 1.8043 threshold=1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0052487748904698137 -0.018256298327314704 -0.0018943239473356254 leaf_weight=26.488256649659434 1.6412894415552717 32.92618035964415 leaf_count=401 46 2006 internal_value=0 0.00129411 internal_weight=0 59.4144 internal_count=2453 2407 is_linear=0 shrinkage=0.0204111 Tree=8172 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.56701 1.32097 threshold=-0.094929999999999987 -0.029664999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015038327048568351 0.020616635573030211 0.00079890028816093051 leaf_weight=2.445370281362556 1.3245035416912276 57.831275785371417 leaf_count=46 11 2394 internal_value=0 0.00128073 internal_weight=0 59.1558 internal_count=2451 2405 is_linear=0 shrinkage=0.0204111 Tree=8173 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=1.44469 2.15036 1.90982 threshold=-0.097754999999999995 0.094405000000000003 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0084840097955116867 -0.0068212381351949276 0.002344738405985185 -0.0063808256706453384 leaf_weight=14.412930154534481 19.826534739939461 22.832456699123213 4.696468449305029 leaf_count=231 1528 587 134 internal_value=0 -0.00192202 0.00481483 internal_weight=0 42.659 19.1094 internal_count=2480 2115 365 is_linear=0 shrinkage=0.0204111 Tree=8174 num_leaves=4 num_cat=0 split_feature=43 1 3 split_gain=1.7276 1.61899 0.724678 threshold=0.14198000000000002 1.0000000180025095e-35 0.0059200000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0063584637337382524 0.0020440366807557221 0.0013340519251830998 0.019523857506965017 leaf_weight=15.441881070901671 1.6450102063856764 42.564347272071245 2.4757145897310693 leaf_count=1158 156 1139 23 internal_value=0 -0.000722083 0.0127845 internal_weight=0 58.0062 4.12072 internal_count=2476 2297 179 is_linear=0 shrinkage=0.0204111 Tree=8175 num_leaves=4 num_cat=0 split_feature=52 47 1 split_gain=1.73445 1.60897 1.20671 threshold=-0.11813499999999998 0.086380000000000012 0.10947000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020783731369471359 0.00072062768582043814 -0.0083024697974035631 -0.0020034880527596386 leaf_weight=3.2200531318972017 42.948112756417231 10.069758490153616 2.5367291800212115 leaf_count=343 1790 245 84 internal_value=0 -0.00100703 -0.0127043 internal_weight=0 53.0179 5.75678 internal_count=2462 2035 427 is_linear=0 shrinkage=0.0204111 Tree=8176 num_leaves=3 num_cat=0 split_feature=130 1373 split_gain=1.12055 1.1457 threshold=-0.23984999999999998 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026081884517421747 0.0015318362805457366 -0.017897210404588644 leaf_weight=0.52456047205487166 61.968312625381259 1.1791671367100196 leaf_count=9 2470 22 internal_value=0 0.001138 internal_weight=0 63.1475 internal_count=2501 2492 is_linear=0 shrinkage=0.0204111 Tree=8177 num_leaves=4 num_cat=0 split_feature=2 46 16 split_gain=2.15194 1.6651 0.341223 threshold=0.13754500000000003 0.081930000000000017 -0.061664999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9519754260000432e-05 0.00039445165976507637 -0.00052015164306177858 0.00014463509152053429 leaf_weight=56.208698075243319 1.9072976384013602 0.97304533302667451 1.9080090726347396 leaf_count=2239 97 29 72 internal_value=0 -2.90387e-05 0.000277206 internal_weight=0 57.1817 3.81531 internal_count=2437 2268 169 is_linear=0 shrinkage=0.000400217 Tree=8178 num_leaves=3 num_cat=0 split_feature=10 33 split_gain=1.45902 1.35637 threshold=0.058500000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021847499304506648 0.017416187495478064 0.00010072885430135488 leaf_weight=1.08651912678033 1.8783232318819489 55.200835218751763 leaf_count=19 57 2347 internal_value=0 -0.000365471 internal_weight=0 56.2874 internal_count=2423 2366 is_linear=0 shrinkage=0.0204111 Tree=8179 num_leaves=4 num_cat=0 split_feature=376 4 52 split_gain=1.3179 2.36076 0.628587 threshold=0.048375000000000008 -0.49367499999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023722726409274471 0.00069795538741587336 -0.0012090846710332251 0.017800171395555439 leaf_weight=1.9024479562940531 1.5636260244464213 53.382112633972156 2.0130875054965136 leaf_count=106 70 2220 55 internal_value=0 -0.0020302 0.0105718 internal_weight=0 55.2846 3.57671 internal_count=2451 2326 125 is_linear=0 shrinkage=0.0204111 Tree=8180 num_leaves=4 num_cat=0 split_feature=0 47 45 split_gain=1.74271 1.96721 1.52665 threshold=-0.10674499999999999 0.077555000000000013 -0.080359999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012535463462021932 0.00039317186966616416 -0.00013176184321108804 -8.7369017099962895e-05 leaf_weight=20.164564679595063 0.98491889238357444 6.1312757646446689 32.746781121514232 leaf_count=340 6 92 2040 internal_value=0 6.50995e-05 -7.20835e-05 internal_weight=0 26.2958 33.7317 internal_count=2478 432 2046 is_linear=0 shrinkage=0.000400217 Tree=8181 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=1.46885 1.47821 threshold=-0.52082499999999987 0.0063750000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020935313087719769 -0.0015604437314716329 0.0047795801625472893 leaf_weight=1.1428837891144201 33.035427161533789 28.394958078118179 leaf_count=39 1745 693 internal_value=0 0.00137347 internal_weight=0 61.4304 internal_count=2477 2438 is_linear=0 shrinkage=0.0204111 Tree=8182 num_leaves=3 num_cat=0 split_feature=43 2 split_gain=1.67755 1.70754 threshold=-0.51412499999999983 0.097940000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01320512135718201 -0.0050953063212700878 0.002278476127709342 leaf_weight=3.1338663352071299 30.161732312960794 22.95259736562457 leaf_count=38 1668 749 internal_value=0 -0.00191074 internal_weight=0 53.1143 internal_count=2455 2417 is_linear=0 shrinkage=0.0204111 Tree=8183 num_leaves=4 num_cat=0 split_feature=0 39 2 split_gain=1.61506 1.30904 0.854388 threshold=-0.0029549999999999997 0.16946000000000003 0.10840500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9635007407458933e-05 6.155298606421392e-05 0.00039756922366828042 0.00028973510493660764 leaf_weight=47.688766235012281 8.7719083738484169 1.0112581196590316 3.6951256406173334 leaf_count=2183 172 18 78 internal_value=0 -2.96653e-05 0.000131161 internal_weight=0 48.7 12.467 internal_count=2451 2201 250 is_linear=0 shrinkage=0.000400217 Tree=8184 num_leaves=4 num_cat=0 split_feature=52 2 52 split_gain=1.92093 1.49473 1.47285 threshold=-0.047889999999999995 0.153865 -0.087604999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012709493289142485 -0.0033558498679437851 0.018955440029929788 0.010843392038844471 leaf_weight=12.043691934441997 39.124480612181515 1.1818820347489225 9.4959646273473464 leaf_count=549 1672 51 201 internal_value=0 -0.00265093 0.00488312 internal_weight=0 40.3064 21.5397 internal_count=2473 1723 750 is_linear=0 shrinkage=0.0204111 Tree=8185 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.16958 2.9347 2.61498 threshold=-0.10674499999999999 -0.075434999999999988 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0052486192012474193 -0.011471483857145647 0.0016412463931146453 -0.015742913019516462 leaf_weight=25.857731095211424 10.118095057205208 23.246446588718754 2.623818752220358 leaf_count=425 1265 769 30 internal_value=0 -0.00236037 0.00326073 internal_weight=0 33.3645 28.4815 internal_count=2489 2034 455 is_linear=0 shrinkage=0.0204111 Tree=8186 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=1.31384 2.0407 threshold=0.08573500000000002 0.082870000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0005893705809835515 0.019448071773199682 -0.021747349155645787 leaf_weight=56.6643311531775 1.3593955416436063 1.644769667458603 leaf_count=2400 41 35 internal_value=0 -8.11711e-05 internal_weight=0 58.3091 internal_count=2476 2435 is_linear=0 shrinkage=0.0204111 Tree=8187 num_leaves=4 num_cat=0 split_feature=3 47 0 split_gain=1.80884 3.12051 2.46783 threshold=-0.097754999999999995 0.086380000000000012 0.11939500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0079997828931059611 -0.00053549137617743775 -0.014385530174158799 -0.010076448184984805 leaf_weight=14.946163700584295 33.161695241809412 8.4092642291288922 3.8755246389191589 leaf_count=285 1814 270 89 internal_value=0 -0.00336829 0.00424018 internal_weight=0 41.571 18.8217 internal_count=2458 2084 374 is_linear=0 shrinkage=0.0204111 Tree=8188 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=1.61252 3.09867 1.8243 threshold=0.10423500000000001 -0.12077499999999998 -0.52786999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014360094089769658 -0.00012858541952773332 -0.00010488680091862634 0.00015112181777539752 leaf_weight=10.969013259249094 4.5753933551604886 29.193262871030129 18.588018163960442 leaf_count=179 68 1755 465 internal_value=0 -3.68099e-05 9.55194e-05 internal_weight=0 40.1623 23.1634 internal_count=2467 1934 533 is_linear=0 shrinkage=0.000400217 Tree=8189 num_leaves=3 num_cat=0 split_feature=2 129 split_gain=1.15547 1.30625 threshold=0.16826500000000003 0.090180000000000024 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015749601755440826 0.018851673489181212 -0.019715235689296645 leaf_weight=61.097892999548321 1.2299950947763125 1.2977712958218024 leaf_count=2297 62 139 internal_value=0 -0.000290413 internal_weight=0 62.3957 internal_count=2498 2436 is_linear=0 shrinkage=0.0204111 Tree=8190 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=1.38314 1.57201 threshold=-0.097454999999999986 0.087350000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019406363908527118 -0.00078927961013208509 0.012834043368126153 leaf_weight=1.4451524921169028 54.9118453732749 3.6586070386474594 leaf_count=35 2343 92 internal_value=0 8.45661e-05 internal_weight=0 58.5705 internal_count=2470 2435 is_linear=0 shrinkage=0.0204111 Tree=8191 num_leaves=4 num_cat=0 split_feature=1 1 0 split_gain=1.64925 2.60023 1.41214 threshold=0.11332500000000002 0.11181500000000001 -0.19242499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3544678025754807e-05 -0.00023139133714872884 -0.00043933672377287336 0.00017241337768051713 leaf_weight=45.593007451308949 1.4763604445761291 2.3076968527166164 11.541274559742304 leaf_count=2111 23 28 355 internal_value=0 -3.50346e-05 0.000125034 internal_weight=0 47.9007 13.0176 internal_count=2517 2139 378 is_linear=0 shrinkage=0.000400217 Tree=8192 num_leaves=3 num_cat=0 split_feature=1444 1456 split_gain=1.24425 1.32541 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020259797084506717 -0.019889211432801725 0.00016427594863873169 leaf_weight=1.1385074420832086 1.2948304527319567 57.255952547049674 leaf_count=26 218 2198 internal_value=0 -0.000316315 internal_weight=0 58.5508 internal_count=2442 2416 is_linear=0 shrinkage=0.0204111 Tree=8193 num_leaves=4 num_cat=0 split_feature=4 52 48 split_gain=1.6868 3.46273 2.26649 threshold=-0.0016099999999999997 -0.088284999999999988 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078865352639106469 -0.0012267464306724618 0.0078329650132758118 -0.022236849644490037 leaf_weight=7.6753490113542311 27.179213902706355 23.323851115045727 2.2115308158099642 leaf_count=397 814 1231 33 internal_value=0 0.00392647 -0.00288606 internal_weight=0 30.9992 29.3907 internal_count=2475 1628 847 is_linear=0 shrinkage=0.0204111 Tree=8194 num_leaves=4 num_cat=0 split_feature=0 49 16 split_gain=1.59864 2.45014 1.70114 threshold=-0.10674499999999999 0.10255000000000002 -0.33762999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2313251838665477e-05 -0.00010031439997170638 0.00024128608104390963 0.00013339141550083712 leaf_weight=7.2077016597977517 27.66765145567388 3.7187455842804402 19.91520946001765 leaf_count=177 1808 195 251 internal_value=0 -5.91268e-05 7.32792e-05 internal_weight=0 31.3864 27.1229 internal_count=2431 2003 428 is_linear=0 shrinkage=0.000400217 Tree=8195 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=1.16504 1.88963 threshold=-0.094929999999999987 -0.031059999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00026135815491856918 0.00013111552039201386 -1.9038223601934321e-05 leaf_weight=2.1494668547675237 20.07519153948715 40.003932291168439 leaf_count=41 751 1655 internal_value=0 3.12856e-05 internal_weight=0 60.0791 internal_count=2447 2406 is_linear=0 shrinkage=0.000400217 Tree=8196 num_leaves=4 num_cat=0 split_feature=2 0 51 split_gain=1.34056 1.95138 1.26144 threshold=0.097940000000000013 -0.23058999999999999 -0.076794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032509448441523563 -0.00016662172832958275 -4.013062660191533e-05 0.00013644055900788297 leaf_weight=2.4097705769818267 2.3443551759246501 33.021803564940456 22.304119123486998 leaf_count=29 165 1672 584 internal_value=0 -1.43451e-05 0.000106993 internal_weight=0 35.4316 24.6485 internal_count=2450 1701 749 is_linear=0 shrinkage=0.000400217 Tree=8197 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=1.39875 4.66265 1.12297 threshold=0.095890000000000017 0.084965000000000013 0.095155000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5315656396494381e-06 6.0937428891267007e-05 -0.00075763660586494286 0.0004363787479447733 leaf_weight=53.032053064846423 4.3385282116832959 1.2532548880553793 1.723675508992528 leaf_count=2206 204 15 37 internal_value=0 -2.73496e-05 0.000173665 internal_weight=0 54.2853 6.0622 internal_count=2462 2221 241 is_linear=0 shrinkage=0.000400217 Tree=8198 num_leaves=4 num_cat=0 split_feature=1 0 11 split_gain=2.09499 4.15042 1.28713 threshold=0.094405000000000003 -0.060094999999999989 0.088215000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0096383348781159221 0.0049739699594073764 0.0054110120374824674 -0.010884271833262904 leaf_weight=19.265623887139558 27.964817657744792 12.504858770456847 2.2029906259522241 leaf_count=1522 671 191 72 internal_value=0 -0.00371671 0.00377996 internal_weight=0 31.7705 30.1678 internal_count=2456 1713 743 is_linear=0 shrinkage=0.0204111 Tree=8199 num_leaves=3 num_cat=0 split_feature=38 155 split_gain=1.18399 1.18866 threshold=0.10386000000000002 0.090695000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.8427098271388554e-07 -0.00040849077735446255 -0.00041794298238724212 leaf_weight=57.024104630042075 1.0888927886735462 0.99391993510471266 leaf_count=2250 24 141 internal_value=0 -6.98367e-06 internal_weight=0 58.018 internal_count=2415 2391 is_linear=0 shrinkage=0.000400217 Tree=8200 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=1.67882 1.42015 threshold=0.18562500000000001 -0.42985499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038140226752409921 -0.00033510112685211906 1.3724914079962278e-05 leaf_weight=1.3819847304494022 2.3217267775034989 58.765203002696126 leaf_count=239 29 2246 internal_value=0 3.95437e-06 internal_weight=0 60.1472 internal_count=2514 2485 is_linear=0 shrinkage=0.000400217 Tree=8201 num_leaves=4 num_cat=0 split_feature=49 43 15 split_gain=1.45156 2.10687 1.55996 threshold=-0.10919499999999999 -0.084794999999999995 0.095330000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0063486788919706544 0.0010157268861173787 -0.019997630991798944 -0.022114065855593362 leaf_weight=1.9091493113664908 53.733766405483721 3.3953300557477624 1.1309220039738637 leaf_count=51 2082 56 247 internal_value=0 -0.01058 0.000494887 internal_weight=0 5.30448 54.8647 internal_count=2436 107 2329 is_linear=0 shrinkage=0.0204111 Tree=8202 num_leaves=4 num_cat=0 split_feature=3 147 2 split_gain=1.6045 1.3636 0.643102 threshold=0.18307500000000002 0.10271500000000001 0.11732500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7771796333664754e-06 0.00038661851786687409 -0.00036474153859298041 1.5045684005194338e-05 leaf_weight=55.321911160260242 2.2382050839878498 1.5971621372736979 1.1067795644557916 leaf_count=2323 48 20 66 internal_value=0 -1.26581e-05 0.000268143 internal_weight=0 56.9191 3.34498 internal_count=2457 2343 114 is_linear=0 shrinkage=0.000400217 Tree=8203 num_leaves=4 num_cat=0 split_feature=12 12 52 split_gain=1.39157 1.47586 1.00158 threshold=0.11628000000000001 0.11426500000000002 -0.059524999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00091664577986055602 0.0045760951875137177 0.023371861052863731 -0.023679162256742905 leaf_weight=58.00471606406245 0.72688490387190574 1.1340053866661026 1.497687050288049 leaf_count=2329 33 22 85 internal_value=0 0.00139059 -0.0146698 internal_weight=0 59.1387 2.22457 internal_count=2469 2351 118 is_linear=0 shrinkage=0.0204111 Tree=8204 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=1.17987 1.2028 threshold=-1.0000000180025095e-35 -0.021334999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040214596004829392 -0.00033579888614112044 8.2452595777329959e-06 leaf_weight=1.0719690389560117 1.5620670366915863 58.607501269276327 leaf_count=70 28 2365 internal_value=0 -1.29363e-06 internal_weight=0 60.1696 internal_count=2463 2393 is_linear=0 shrinkage=0.000400217 Tree=8205 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=1.67134 1.91604 threshold=0.081930000000000017 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00093245380792610078 -0.022666232015076674 0.015834713933946851 leaf_weight=56.501252785144516 1.2865814972901706 2.8772966570450071 leaf_count=2315 39 111 internal_value=0 -9.16963e-05 internal_weight=0 59.3785 internal_count=2465 2426 is_linear=0 shrinkage=0.0204111 Tree=8206 num_leaves=4 num_cat=0 split_feature=13 13 457 split_gain=1.9267 3.39817 1.67124 threshold=-0.084024999999999975 -0.084169999999999981 -0.23069499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025554916653175571 0.019009085971078081 0.035121592631701927 -0.0035065228996660185 leaf_weight=17.824105537524705 1.3104781082365651 1.3333425819291722 41.20472833632175 leaf_count=722 13 12 1725 internal_value=0 0.00501297 -0.0027644 internal_weight=0 19.1574 42.5152 internal_count=2472 734 1738 is_linear=0 shrinkage=0.0204111 Tree=8207 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.45523 2.2757 2.25323 threshold=-0.10674499999999999 -0.075969999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0053612528204603537 -0.011108838095097206 0.00064874642929966045 -0.014503429360477877 leaf_weight=25.535161012381653 9.5662675759958784 23.49899652960994 2.5144211561560033 leaf_count=421 1249 774 31 internal_value=0 -0.00277891 0.00352996 internal_weight=0 33.0653 28.0496 internal_count=2475 2023 452 is_linear=0 shrinkage=0.0204111 Tree=8208 num_leaves=4 num_cat=0 split_feature=124 151 2 split_gain=1.78329 1.66881 0.72683 threshold=-0.043384999999999993 -0.27336999999999995 0.094970000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5642096951220824e-05 -0.00042024751469773225 -5.128143559098345e-06 0.0003533059161764131 leaf_weight=1.699783872682018 1.482917016724058 56.689958773954004 2.9763045277068159 leaf_count=109 55 2207 100 internal_value=0 -1.64972e-05 0.000237583 internal_weight=0 58.1729 4.67609 internal_count=2471 2262 209 is_linear=0 shrinkage=0.000400217 Tree=8209 num_leaves=3 num_cat=0 split_feature=39 51 split_gain=1.14917 1.47014 threshold=0.16946000000000003 -0.24503499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040779204259269513 0.00039851881217864606 -3.6345445957071507e-06 leaf_weight=1.3650117876568391 0.99278649597545054 60.315782055684394 leaf_count=113 20 2336 internal_value=0 -1.33014e-05 internal_weight=0 61.6808 internal_count=2469 2449 is_linear=0 shrinkage=0.000400217 Tree=8210 num_leaves=4 num_cat=0 split_feature=12 13 15 split_gain=1.6196 2.30197 2.12412 threshold=0.092355000000000007 -0.49274999999999997 0.084050000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023360611083463371 0.022412853937057813 -0.010285994947096869 -0.01532252101183058 leaf_weight=40.547995521278608 0.8759097236325023 10.378003137775066 2.9393945255824283 leaf_count=1175 9 723 516 internal_value=0 -0.00754527 0.0011062 internal_weight=0 11.2539 43.4874 internal_count=2423 732 1691 is_linear=0 shrinkage=0.0204111 Tree=8211 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=2.43127 2.35451 1.76374 threshold=0.094405000000000003 -0.12077499999999998 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005097172327090619 0.0079715396317699711 -0.0075657428022053528 -0.0031805842500178799 leaf_weight=8.5032922069372052 18.823841627840014 21.115150510870308 8.5139749611735152 leaf_count=133 541 1575 194 internal_value=0 -0.00392478 0.00449956 internal_weight=0 29.6184 27.3378 internal_count=2443 1708 735 is_linear=0 shrinkage=0.0204111 Tree=8212 num_leaves=4 num_cat=0 split_feature=43 11 48 split_gain=1.21177 2.60074 2.17941 threshold=-0.074459999999999985 0.081005000000000008 0.085865000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064696054243020265 0.0017869885695767525 -0.017652136711819196 -0.0084165590155333616 leaf_weight=21.487700196941663 27.670172408131975 1.9303102898520581 12.603815994668365 leaf_count=946 1261 44 237 internal_value=0 0.00440675 -0.00142071 internal_weight=0 23.418 40.274 internal_count=2488 990 1498 is_linear=0 shrinkage=0.0204111 Tree=8213 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.3143 1.69778 threshold=-0.5356749999999999 -0.50061499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018468258458053013 0.023950096978454637 0.0012310709192191226 leaf_weight=1.257441450114128 1.2911443342982227 59.845013055264189 leaf_count=20 20 2407 internal_value=0 0.00175378 internal_weight=0 61.1362 internal_count=2447 2427 is_linear=0 shrinkage=0.0204111 Tree=8214 num_leaves=3 num_cat=0 split_feature=13 15 split_gain=1.31114 1.42326 threshold=-0.49274999999999997 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027854047516740171 1.4594793575879726e-05 -0.00019616429573391812 leaf_weight=2.6106371224232126 53.786273537815305 5.5604553841340012 leaf_count=60 1577 837 internal_value=0 -5.48436e-06 internal_weight=0 59.3467 internal_count=2474 2414 is_linear=0 shrinkage=0.000400217 Tree=8215 num_leaves=4 num_cat=0 split_feature=43 159 132 split_gain=1.58084 1.30521 0.0544896 threshold=0.2506000000000001 -0.032739999999999991 -0.21736499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011950799967877228 -0.009658620134816602 0.00089301064736092047 -0.026112315080608184 leaf_weight=3.3873304933617865 0.29663458382151475 56.713676857914379 0.83879098730630974 leaf_count=322 60 1991 78 internal_value=0 0.000148249 -0.0230665 internal_weight=0 60.101 1.13543 internal_count=2451 2313 138 is_linear=0 shrinkage=0.0204111 Tree=8216 num_leaves=4 num_cat=0 split_feature=42 43 133 split_gain=2.51782 1.73718 0.489282 threshold=-0.094924999999999995 0.25619500000000001 -0.019454999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024083508338535801 0.0008829521946746386 -0.023491924552985283 -0.022471416836327147 leaf_weight=0.4964744966732727 55.820519578256153 1.1333065142257499 2.3986964117543712 leaf_count=48 2141 136 152 internal_value=0 0.000352783 -0.0188101 internal_weight=0 56.9538 2.89517 internal_count=2477 2277 200 is_linear=0 shrinkage=0.0204111 Tree=8217 num_leaves=3 num_cat=0 split_feature=14 1213 split_gain=1.85225 1.82479 threshold=0.076175000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01682782028200816 -0.023090146170219098 0.0016793336577027185 leaf_weight=2.1983872776531816 1.2535687940003288 56.557637191688855 leaf_count=368 76 2022 internal_value=0 0.000956189 internal_weight=0 58.756 internal_count=2466 2390 is_linear=0 shrinkage=0.0204111 Tree=8218 num_leaves=4 num_cat=0 split_feature=43 48 11 split_gain=1.3453 1.91105 1.83068 threshold=-0.053524999999999996 -0.064549999999999982 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.6131236380841679e-05 0.00018781699030857499 -0.00010532044753480571 -0.00037660789354858592 leaf_weight=21.8612988025825 3.8719653825100968 34.205224093455172 1.4195888116646518 leaf_count=1089 79 1279 27 internal_value=0 -7.50488e-05 4.68543e-05 internal_weight=0 38.0772 23.2809 internal_count=2474 1358 1116 is_linear=0 shrinkage=0.000400217 Tree=8219 num_leaves=4 num_cat=0 split_feature=43 49 156 split_gain=1.61768 2.51199 1.55121 threshold=-0.063379999999999978 -0.083094999999999988 0.086945000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012107243001171879 -0.00032264422470511662 -9.3365047367390156e-06 -0.00019578948813808589 leaf_weight=21.396913375681837 4.546177355296094 34.20425476791479 2.6946862160593801 leaf_count=960 72 1280 167 internal_value=0 -4.69173e-05 8.48891e-05 internal_weight=0 38.7504 24.0916 internal_count=2479 1352 1127 is_linear=0 shrinkage=0.000400217 Tree=8220 num_leaves=4 num_cat=0 split_feature=43 43 133 split_gain=1.18494 1.8053 1.32199 threshold=-0.048759999999999991 -0.00051499999999999994 0.084990000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012950278847898879 -0.00036764325096612393 -1.1452609035353997e-05 -9.6973960566525729e-05 leaf_weight=18.547595500180254 2.3134230047280644 37.955375047983352 5.2119375261031555 leaf_count=562 421 908 583 internal_value=0 -3.28783e-05 7.96006e-05 internal_weight=0 40.2688 23.7595 internal_count=2474 1329 1145 is_linear=0 shrinkage=0.000400217 Tree=8221 num_leaves=4 num_cat=0 split_feature=2 16 16 split_gain=1.3062 3.38704 1.07096 threshold=0.089965000000000017 0.020675000000000002 0.15737500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018790069221383428 6.0283906561703973e-05 0.00015889121619963627 -0.00012565630854229399 leaf_weight=16.441263144406552 29.583156502614884 6.1042497704420375 5.8488724682010789 leaf_count=1118 852 197 272 internal_value=0 -9.36848e-05 2.9291e-05 internal_weight=0 22.5455 35.432 internal_count=2439 1315 1124 is_linear=0 shrinkage=0.000400217 Tree=8222 num_leaves=4 num_cat=0 split_feature=3 47 47 split_gain=2.02975 1.78316 1.48949 threshold=-0.10072999999999999 0.082095000000000015 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1521814543426122e-05 -1.6859339339846887e-05 -0.00021214359914751646 0.00031043105451128433 leaf_weight=11.860952948012253 31.064329094701179 9.7662604916004039 4.0391212910762979 leaf_count=295 1809 293 37 internal_value=0 -6.40218e-05 0.000104049 internal_weight=0 40.8306 15.9001 internal_count=2434 2102 332 is_linear=0 shrinkage=0.000400217 Tree=8223 num_leaves=4 num_cat=0 split_feature=3 0 13 split_gain=1.63248 2.74359 1.57593 threshold=-0.11949999999999998 -0.12948499999999999 -0.16109499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015315400307235447 0.0021917931624928911 -0.0082088172106030716 0.006658101208142175 leaf_weight=1.4125995613285329 19.009762656038216 23.571297350473746 12.857442869692475 leaf_count=20 284 1913 243 internal_value=0 -0.00357203 0.00438063 internal_weight=0 42.5811 14.27 internal_count=2460 2197 263 is_linear=0 shrinkage=0.0204111 Tree=8224 num_leaves=4 num_cat=0 split_feature=41 52 4 split_gain=1.8911 1.59143 0.855953 threshold=0.075585000000000013 -0.088284999999999988 0.25539000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0061709573709269848 -0.021090240281898473 0.002778642168970359 -0.0032400593525169592 leaf_weight=9.9070922521646008 2.2172586878659777 47.585536982478061 2.2468256461434066 leaf_count=511 98 1824 44 internal_value=0 0.00122746 -0.0124051 internal_weight=0 57.4926 4.46408 internal_count=2477 2335 142 is_linear=0 shrinkage=0.0204111 Tree=8225 num_leaves=4 num_cat=0 split_feature=1447 4 0 split_gain=1.88338 1.72298 0.0597934 threshold=-1.0000000180025095e-35 0.0055300000000000011 -0.059315 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021561863684896217 -0.0018714014927875282 0.0052305447862254486 -0.0083651457276715541 leaf_weight=1.3810867670181322 30.660841566570525 26.379926728379814 0.38138018250174255 leaf_count=208 1600 660 25 internal_value=0 0.00141688 -0.0193765 internal_weight=0 57.0408 1.76247 internal_count=2493 2260 233 is_linear=0 shrinkage=0.0204111 Tree=8226 num_leaves=4 num_cat=0 split_feature=49 15 148 split_gain=1.43304 2.24449 1.70452 threshold=-0.088014999999999996 0.11568500000000001 -0.084449999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003517401586204472 -0.00039517000722104042 0.00011485179204137858 2.449673341039435e-05 leaf_weight=4.3315258110815185 1.4836694353871269 2.5575343765085563 54.445457620369325 leaf_count=99 43 43 2300 internal_value=0 -0.000179453 1.25967e-05 internal_weight=0 6.88906 55.9291 internal_count=2485 142 2343 is_linear=0 shrinkage=0.000400217 Tree=8227 num_leaves=4 num_cat=0 split_feature=2 43 2 split_gain=1.57909 2.12989 1.30653 threshold=0.097940000000000013 0.084965000000000013 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014432409700738745 0.016636725848820377 -0.022528629615574905 0.0022535863813088696 leaf_weight=31.91697613520364 2.883873842329197 2.0187001739159305 22.091657370531721 leaf_count=1579 65 135 686 internal_value=0 -0.00276749 0.00398122 internal_weight=0 33.9357 24.9755 internal_count=2465 1714 751 is_linear=0 shrinkage=0.0204111 Tree=8228 num_leaves=3 num_cat=0 split_feature=1375 2 split_gain=2.52809 1.35491 threshold=-0.43429999999999996 0.13754500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005723352821189121 5.67694947258791e-06 0.00023575589700897888 leaf_weight=1.0544842683448212 56.018352527167281 4.3119722861720211 leaf_count=11 2284 167 internal_value=0 2.25276e-05 internal_weight=0 60.3303 internal_count=2462 2451 is_linear=0 shrinkage=0.000400217 Tree=8229 num_leaves=3 num_cat=0 split_feature=43 480 split_gain=1.6467 1.28358 threshold=0.25619500000000001 0.08598500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0455714869655824e-05 -0.00045800748067419171 -0.00035802336338983538 leaf_weight=58.985565571113057 1.1663044294555209 1.4420707493945872 leaf_count=2163 141 171 internal_value=0 1.01627e-06 internal_weight=0 60.4276 internal_count=2475 2334 is_linear=0 shrinkage=0.000400217 Tree=8230 num_leaves=4 num_cat=0 split_feature=131 13 12 split_gain=1.68625 1.77199 0.460483 threshold=0.092225000000000015 -0.091914999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011611187967054509 0.00010212741545816338 -5.1457223324395108e-05 -0.00040396087935954284 leaf_weight=13.11293454364022 0.28389985885951352 42.786136187117563 2.1738440346161942 leaf_count=337 40 1844 229 internal_value=0 -1.19949e-05 -0.000343599 internal_weight=0 55.8991 2.45774 internal_count=2450 2181 269 is_linear=0 shrinkage=0.000400217 Tree=8231 num_leaves=3 num_cat=0 split_feature=1429 15 split_gain=1.59216 1.42666 threshold=-1.0000000180025095e-35 -0.25061999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025660577742691766 0.010310033778815749 -0.00099167284630907802 leaf_weight=0.91557000043667258 4.9712474226944314 54.914664522159001 leaf_count=118 197 2182 internal_value=0 -3.60062e-05 internal_weight=0 59.8859 internal_count=2497 2379 is_linear=0 shrinkage=0.0204111 Tree=8232 num_leaves=4 num_cat=0 split_feature=457 484 457 split_gain=1.33841 1.28378 1.25003 threshold=0.069910000000000014 -1.0000000180025095e-35 0.41022000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027726680993474278 0.00022730375349988257 3.3899203467190071e-06 -0.00012443558560750782 leaf_weight=2.6448497958081125 7.3753189803283004 49.157115699415726 1.986425563576631 leaf_count=379 177 1897 22 internal_value=0 -1.15067e-05 0.000152081 internal_weight=0 51.802 9.36174 internal_count=2475 2276 199 is_linear=0 shrinkage=0.000400217 Tree=8233 num_leaves=4 num_cat=0 split_feature=43 0 0 split_gain=1.74739 2.26715 1.93911 threshold=-0.063379999999999978 0.15425000000000003 -0.0029549999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.7051762200112115e-05 -1.827902639692031e-05 -0.00059343894455235198 0.00034065234625358862 leaf_weight=18.579122791305057 36.064066591398387 1.0205728039945814 4.3732539868869926 leaf_count=1004 1370 23 89 internal_value=0 -3.58462e-05 0.000104375 internal_weight=0 37.0846 22.9524 internal_count=2486 1393 1093 is_linear=0 shrinkage=0.000400217 Tree=8234 num_leaves=3 num_cat=0 split_feature=133 13 split_gain=1.35613 1.20727 threshold=-0.39935999999999994 -0.5356749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023759527573241606 -0.013943243334388268 0.0024775199298574385 leaf_weight=0.75439068766854589 1.8156101095955808 59.198258817057194 leaf_count=141 25 2301 internal_value=0 0.00196424 internal_weight=0 61.0139 internal_count=2467 2326 is_linear=0 shrinkage=0.0204111 Tree=8235 num_leaves=4 num_cat=0 split_feature=42 44 160 split_gain=1.57102 1.58688 1.52784 threshold=-0.0044549999999999998 1.0000000180025095e-35 -0.073574999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0077147243869947419 0.0026121434832495453 -0.018047030201244815 -0.013572913511078527 leaf_weight=1.8141544089519355 53.194796654229776 1.4845168954634562 5.300954467423252 leaf_count=94 1795 47 588 internal_value=0 0.00201552 -0.00810973 internal_weight=0 54.6793 7.11511 internal_count=2524 1842 682 is_linear=0 shrinkage=0.0204111 Tree=8236 num_leaves=4 num_cat=0 split_feature=131 42 4 split_gain=1.56321 1.80844 1.52017 threshold=0.08844500000000001 0.098225000000000021 -0.0016099999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010280190354031353 -0.00033603699885085343 0.00020902153664566914 -2.9554626435739895e-05 leaf_weight=29.9003432079503 3.5666052915821629 1.2404336246545424 25.815487296872561 leaf_count=1396 326 31 704 internal_value=0 -0.000193831 4.15393e-05 internal_weight=0 4.80704 55.7158 internal_count=2457 357 2100 is_linear=0 shrinkage=0.000400217 Tree=8237 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=1.16638 3.60857 1.78048 threshold=-0.084024999999999975 -0.084169999999999981 -0.032429999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015857532255104617 -0.013973208504574787 0.035319744563508636 -0.00045516193562351073 leaf_weight=16.504962191447706 4.4394136423252339 1.3253565859595244 37.618537285204866 leaf_count=721 624 12 1116 internal_value=0 0.00429802 -0.00191537 internal_weight=0 17.8303 42.058 internal_count=2473 733 1740 is_linear=0 shrinkage=0.0204111 Tree=8238 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.37277 2.24144 threshold=-0.51412499999999983 -0.4214949999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012111485712868028 -0.015678675266977631 -0.00028083711387002271 leaf_weight=3.1810117578697819 4.1498820570559465 51.986457366616833 leaf_count=44 157 2285 internal_value=0 -0.00144807 internal_weight=0 56.1363 internal_count=2486 2442 is_linear=0 shrinkage=0.0204111 Tree=8239 num_leaves=4 num_cat=0 split_feature=14 13 16 split_gain=1.31558 1.50332 0.187822 threshold=0.062655000000000016 0.11184000000000001 -0.14815999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4529748213017039e-06 -0.00014618236880437882 0.00017975079598251149 -0.00043498577870652541 leaf_weight=51.149939236299815 0.82017892823932925 8.898094916416083 0.90415111679248983 leaf_count=2232 37 160 46 internal_value=0 2.90111e-05 -0.000314906 internal_weight=0 60.048 1.72433 internal_count=2475 2392 83 is_linear=0 shrinkage=0.000400217 Tree=8240 num_leaves=4 num_cat=0 split_feature=3 12 484 split_gain=1.3851 1.5112 1.4882 threshold=0.18307500000000002 -0.051479999999999991 -0.0068949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022951721225938481 -0.00011458512685149594 0.00043485571626154817 1.9246616145646025e-05 leaf_weight=4.0247886766542242 1.1315524706242288 2.3460709979444792 55.833663748343042 leaf_count=406 48 68 1958 internal_value=0 0.00025808 2.12283e-06 internal_weight=0 3.47762 59.8585 internal_count=2480 116 2364 is_linear=0 shrinkage=0.000400217 Tree=8241 num_leaves=3 num_cat=0 split_feature=39 43 split_gain=1.22496 1.46757 threshold=0.16946000000000003 0.2506000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.3135862447230568e-07 0.00040065043214922548 -0.00043483220221500354 leaf_weight=59.691196201787534 1.08237697619188 1.1551233934476375 leaf_count=2300 23 155 internal_value=0 -8.61532e-06 internal_weight=0 60.8463 internal_count=2478 2455 is_linear=0 shrinkage=0.000400217 Tree=8242 num_leaves=4 num_cat=0 split_feature=160 1373 151 split_gain=1.98353 1.64627 1.30811 threshold=-0.097529999999999992 0.099250000000000019 -0.14608999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029278983910194391 6.4901030298780758e-05 -0.00042758556157978535 -0.00034354325393060357 leaf_weight=0.52745507664803915 54.988851182532017 0.99856543642817897 3.112677549587942 leaf_count=15 2122 18 321 internal_value=0 5.52814e-05 -0.000245353 internal_weight=0 55.9874 3.64013 internal_count=2476 2140 336 is_linear=0 shrinkage=0.000400217 Tree=8243 num_leaves=4 num_cat=0 split_feature=131 131 1 split_gain=1.24843 1.30284 0.567491 threshold=0.10340500000000001 0.092225000000000015 0.10557500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9925868252371733e-05 2.720780388362792e-05 -0.00033936607397773953 0.00048461773404267811 leaf_weight=58.020613294744408 0.66844557180956954 1.5509099031551148 1.2077949197118867 leaf_count=2185 131 102 26 internal_value=0 9.9528e-06 0.000332366 internal_weight=0 59.5715 1.87624 internal_count=2444 2287 157 is_linear=0 shrinkage=0.000400217 Tree=8244 num_leaves=4 num_cat=0 split_feature=49 42 484 split_gain=1.472 2.97977 1.33643 threshold=-0.085074999999999998 0.083925000000000013 -0.082244999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016726703435423488 -0.014724953467178847 0.0099209884130989651 0.0019759327808874291 leaf_weight=5.2689213236371861 1.9664253543205621 2.5001995867496589 50.80104656507865 leaf_count=99 222 55 2124 internal_value=0 -0.00813203 0.0013237 internal_weight=0 7.76912 52.7675 internal_count=2500 154 2346 is_linear=0 shrinkage=0.0204111 Tree=8245 num_leaves=4 num_cat=0 split_feature=43 11 1 split_gain=1.59102 2.44351 2.35021 threshold=-0.074459999999999985 0.081005000000000008 0.13662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0071766442213963182 -0.002986660227457688 -0.017974699227138513 0.016658378167055718 leaf_weight=20.537228658195094 35.970362141498299 1.6389810934469995 2.6178619119327768 leaf_count=931 1383 37 100 internal_value=0 0.00523682 -0.00160958 internal_weight=0 22.1762 38.5882 internal_count=2451 968 1483 is_linear=0 shrinkage=0.0204111 Tree=8246 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=1.43907 1.58107 threshold=-0.25626499999999997 0.10423500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043319767499571809 -2.3584036502798712e-05 0.00011774343794082988 leaf_weight=1.0110139315947879 37.307234764274881 19.072765985562 leaf_count=15 1872 541 internal_value=0 2.43642e-05 internal_weight=0 56.38 internal_count=2428 2413 is_linear=0 shrinkage=0.000400217 Tree=8247 num_leaves=3 num_cat=0 split_feature=1456 160 split_gain=1.49803 1.54475 threshold=1.0000000180025095e-35 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041822921935607909 -0.0003830069890203195 2.6388351612130354e-05 leaf_weight=1.1664473750756759 1.4240015421955821 60.017604678979751 leaf_count=169 215 2090 internal_value=0 1.71634e-05 internal_weight=0 61.1841 internal_count=2474 2259 is_linear=0 shrinkage=0.000400217 Tree=8248 num_leaves=3 num_cat=0 split_feature=1375 31 split_gain=2.07973 1.25875 threshold=-0.43429999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030167897815541203 0.02041440987573585 -0.0016972938296957202 leaf_weight=0.94600023006569145 0.98146427831852534 57.167899165924155 leaf_count=10 66 2372 internal_value=0 -0.00128557 internal_weight=0 58.1494 internal_count=2448 2438 is_linear=0 shrinkage=0.0204111 Tree=8249 num_leaves=3 num_cat=0 split_feature=1375 2 split_gain=1.25831 1.24034 threshold=-0.53764999999999985 0.14753000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004409695994596508 -1.4865802456864719e-05 0.00025676923110083645 leaf_weight=0.93008577707223494 59.059948908424303 2.7089307321803053 leaf_count=5 2350 118 internal_value=0 -2.50995e-06 internal_weight=0 61.7689 internal_count=2473 2468 is_linear=0 shrinkage=0.000400217 Tree=8250 num_leaves=3 num_cat=0 split_feature=160 39 split_gain=1.42994 1.23601 threshold=-0.25833999999999996 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021435864658573327 -0.00084461267137179714 0.020344587010332784 leaf_weight=1.269912302623651 58.956509676218957 1.0576881499000581 leaf_count=189 2291 23 internal_value=0 -0.000433984 internal_weight=0 60.0142 internal_count=2503 2314 is_linear=0 shrinkage=0.0204111 Tree=8251 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=1.26542 1.71953 threshold=1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00057783743625791748 -0.017064128740947388 0.016067140574312078 leaf_weight=58.340460179776755 1.4795429948571825 3.0356637397744626 leaf_count=2360 45 111 internal_value=0 0.0013718 internal_weight=0 61.3761 internal_count=2516 2471 is_linear=0 shrinkage=0.0204111 Tree=8252 num_leaves=3 num_cat=0 split_feature=47 43 split_gain=1.6762 1.8845 threshold=0.13148500000000005 -0.16648499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011875447156927911 -0.014364212177906148 0.0005354553751088318 leaf_weight=6.8195703919991493 2.6589463416057688 51.320702704097585 leaf_count=171 52 2242 internal_value=0 0.00188585 internal_weight=0 58.1403 internal_count=2465 2413 is_linear=0 shrinkage=0.0204111 Tree=8253 num_leaves=4 num_cat=0 split_feature=13 2 16 split_gain=1.54942 1.50872 0.672258 threshold=-0.16901999999999998 0.12347500000000002 -0.053084999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032635089884512636 -3.4843425929968099e-05 0.00015864666712535352 7.3891000741733201e-05 leaf_weight=3.136912038518858 45.999338027115755 7.3937090035287829 3.6997083534079129 leaf_count=102 2109 195 49 internal_value=0 -7.77357e-06 0.000193122 internal_weight=0 53.393 6.83662 internal_count=2455 2304 151 is_linear=0 shrinkage=0.000400217 Tree=8254 num_leaves=3 num_cat=0 split_feature=151 1375 split_gain=1.25051 1.19504 threshold=-0.52082499999999987 -0.53764999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040543488523073521 0.00044130804792375921 9.1873601947363136e-06 leaf_weight=1.0335620341484162 0.93131117091979732 59.252694055543543 leaf_count=39 5 2462 internal_value=0 1.66812e-05 internal_weight=0 60.184 internal_count=2506 2467 is_linear=0 shrinkage=0.000400217 Tree=8255 num_leaves=4 num_cat=0 split_feature=42 1 457 split_gain=1.61279 1.88428 1.49878 threshold=0.077855000000000021 0.10732500000000002 0.080930000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00098199635328985999 -0.011718318987965794 0.0031062100647882909 0.0091745577245487507 leaf_weight=33.014126524412404 10.581156050628122 5.3044834887841708 7.2957559936439784 leaf_count=1111 1027 166 126 internal_value=0 -0.00678106 0.000876577 internal_weight=0 15.8856 40.3099 internal_count=2430 1193 1237 is_linear=0 shrinkage=0.0204111 Tree=8256 num_leaves=4 num_cat=0 split_feature=156 453 0 split_gain=1.34982 1.35843 0.379978 threshold=0.11815500000000002 0.10071000000000001 -0.14553499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4124523821202263e-05 -0.00065517022524605028 -0.00040837372627334622 -0.00014516162760992883 leaf_weight=59.583568045423135 0.47579089604550973 1.0745177473872889 0.52607791607169818 leaf_count=2374 3 16 78 internal_value=0 1.57248e-05 -0.00042888 internal_weight=0 60.6581 1.00187 internal_count=2471 2390 81 is_linear=0 shrinkage=0.000400217 Tree=8257 num_leaves=3 num_cat=0 split_feature=1210 159 split_gain=1.08037 1.1123 threshold=-0.08107499999999998 0.11259000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02100836297511146 0.001455667310918827 -0.013375756569442249 leaf_weight=0.83831271063718205 58.626453616803929 2.0734951685444676 leaf_count=110 2229 134 internal_value=0 0.000925335 internal_weight=0 60.6999 internal_count=2473 2363 is_linear=0 shrinkage=0.0204111 Tree=8258 num_leaves=4 num_cat=0 split_feature=3 0 16 split_gain=1.74367 1.82472 1.69575 threshold=-0.097754999999999995 0.11939500000000002 0.22564000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015403311452251103 -2.1224656802281845e-05 -0.00014228933146579259 -0.00025938241234902104 leaf_weight=15.630183080824283 37.638773102891946 4.1262967202055725 5.3794097422878613 leaf_count=297 1843 81 264 internal_value=0 9.16907e-05 -5.16023e-05 internal_weight=0 19.7565 43.0182 internal_count=2485 378 2107 is_linear=0 shrinkage=0.000400217 Tree=8259 num_leaves=4 num_cat=0 split_feature=4 16 0 split_gain=1.90504 3.22169 0.763414 threshold=0.27190000000000009 -0.28154499999999999 -0.24122499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033345606868740579 -4.5526922856979953e-05 6.2737088323397742e-06 0.00022359050557563151 leaf_weight=4.8362118655059012 2.1145652495324612 46.328626081596212 7.6500797782191494 leaf_count=120 34 2076 249 internal_value=0 -2.64963e-05 0.000165457 internal_weight=0 51.1648 9.76465 internal_count=2479 2196 283 is_linear=0 shrinkage=0.000400217 Tree=8260 num_leaves=3 num_cat=0 split_feature=1375 1429 split_gain=2.08105 1.21296 threshold=-0.43429999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056757319234886213 -0.00041682613057234343 9.4429248645424715e-06 leaf_weight=0.93609980931432701 0.97768301211180997 56.936224343898175 leaf_count=12 125 2315 internal_value=0 1.45636e-06 internal_weight=0 57.9139 internal_count=2452 2440 is_linear=0 shrinkage=0.000400217 Tree=8261 num_leaves=4 num_cat=0 split_feature=1 51 4 split_gain=2.01836 2.09804 1.6857 threshold=0.094405000000000003 0.087425000000000017 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0028599610949895057 -0.014458530217365408 -0.021674909003118522 0.0045613108251001512 leaf_weight=26.197301450607487 1.9954008326858481 2.6211537289036633 25.014612259466958 leaf_count=1516 96 196 634 internal_value=0 -0.00464852 0.00310231 internal_weight=0 28.8185 27.01 internal_count=2442 1712 730 is_linear=0 shrinkage=0.0204111 Tree=8262 num_leaves=4 num_cat=0 split_feature=14 156 15 split_gain=1.25122 1.17171 0.24464 threshold=0.076175000000000007 -1.0000000180025095e-35 -0.15824499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037792318437011217 -0.00010681258618274515 3.2873764019343947e-05 -0.0004337006043482594 leaf_weight=1.0213071813857357 0.69154587849334348 60.775895192391999 0.98603688798084366 leaf_count=126 12 2264 70 internal_value=0 2.54134e-05 -0.000314062 internal_weight=0 61.7972 1.67758 internal_count=2472 2390 82 is_linear=0 shrinkage=0.000400217 Tree=8263 num_leaves=4 num_cat=0 split_feature=2 48 16 split_gain=1.32006 1.84032 0.516622 threshold=0.14062000000000005 0.12879500000000002 0.0097750000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8546958915733102e-07 0.00030935416707941629 -0.00033983687103985579 -5.1449511114602066e-06 leaf_weight=55.304210671005876 2.7973048652183929 2.5769494026203565 1.1692296305627676 leaf_count=2319 105 47 43 internal_value=0 -1.65075e-05 0.000219052 internal_weight=0 57.8812 3.96653 internal_count=2514 2366 148 is_linear=0 shrinkage=0.000400217 Tree=8264 num_leaves=4 num_cat=0 split_feature=4 1 1 split_gain=1.33022 2.61696 2.46553 threshold=-0.083954999999999988 0.080475000000000005 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011980377064207098 -0.010433676718844013 -0.0061039382619487107 0.0017490007462240662 leaf_weight=10.513435401709101 8.50313932671156 4.7748045938815258 35.087217009517644 leaf_count=290 1017 214 935 internal_value=0 0.00632899 -0.000648108 internal_weight=0 15.2882 43.5904 internal_count=2456 504 1952 is_linear=0 shrinkage=0.0204111 Tree=8265 num_leaves=4 num_cat=0 split_feature=157 13 376 split_gain=1.3832 1.82846 1.5276 threshold=-0.077234999999999984 -0.020934999999999999 0.048375000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015361552087013076 -5.6542442159937375e-05 0.00027195942248838483 0.00020356646833929635 leaf_weight=2.2117572767310776 44.899574902758559 5.3505813784486227 3.8229939455486592 leaf_count=186 2047 114 119 internal_value=0 0.000147066 -3.57132e-05 internal_weight=0 7.56234 48.7226 internal_count=2466 300 2166 is_linear=0 shrinkage=0.000400217 Tree=8266 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=1.61375 3.53211 2.19625 threshold=-0.084074999999999997 -0.084034999999999985 0.097995000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014914304498678347 0.0008832696283169035 4.3768211018650855e-05 6.3937213436354942e-05 leaf_weight=19.04123850186534 0.71689063310623424 26.177348665336922 12.926990853271489 leaf_count=881 1 1287 290 internal_value=0 6.97152e-05 -6.30574e-05 internal_weight=0 26.8942 31.9682 internal_count=2459 1288 1171 is_linear=0 shrinkage=0.000400217 Tree=8267 num_leaves=4 num_cat=0 split_feature=1213 457 4 split_gain=1.38021 1.52654 0.566831 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012391100124037087 -0.010924290444706738 0.0017731093251184523 -0.017924508522137186 leaf_weight=0.21079469285905394 4.1543787110385884 52.285946943521139 2.145626492331302 leaf_count=2 199 1881 393 internal_value=0 0.000818719 -0.0147736 internal_weight=0 56.4403 2.35642 internal_count=2475 2080 395 is_linear=0 shrinkage=0.0204111 Tree=8268 num_leaves=4 num_cat=0 split_feature=14 38 48 split_gain=1.53071 1.25007 0.55616 threshold=0.076175000000000007 0.10386000000000002 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8770290203813371e-05 -0.00057621621271975484 -0.00035932358899570766 -9.5426030171896493e-05 leaf_weight=58.714810333113292 0.85448569471191149 1.3229200253172155 0.72859084375204364 leaf_count=2354 13 28 76 internal_value=0 9.7857e-06 -0.000375859 internal_weight=0 60.0377 1.58308 internal_count=2471 2382 89 is_linear=0 shrinkage=0.000400217 Tree=8269 num_leaves=3 num_cat=0 split_feature=3 13 split_gain=1.2182 1.505 threshold=0.30863500000000005 -0.42441999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016816730388131321 0.019323853509365278 0.0011491507689213639 leaf_weight=1.8967056254477928 1.3646760792762496 58.991641570755291 leaf_count=20 92 2366 internal_value=0 0.000559663 internal_weight=0 60.8883 internal_count=2478 2386 is_linear=0 shrinkage=0.0204111 Tree=8270 num_leaves=4 num_cat=0 split_feature=2 151 159 split_gain=1.72929 1.53944 1.50341 threshold=0.097995000000000013 -0.41249499999999995 0.091005000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014024974518789248 -0.0180149090258938 0.0055545302645153942 -0.017568009773763566 leaf_weight=33.225285389846704 1.1057042344473327 23.703314795232473 2.4737855937664781 leaf_count=1544 18 725 175 internal_value=0 0.00442785 -0.00257412 internal_weight=0 24.809 35.6991 internal_count=2462 743 1719 is_linear=0 shrinkage=0.0204111 Tree=8271 num_leaves=3 num_cat=0 split_feature=151 34 split_gain=1.4412 1.20643 threshold=-0.52082499999999987 -0.086809999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020699933133920635 -0.018241920213139404 0.0024810906099929004 leaf_weight=1.0672891476137909 1.082618697953875 60.561140198327848 leaf_count=38 39 2414 internal_value=0 0.00208473 internal_weight=0 61.6438 internal_count=2491 2453 is_linear=0 shrinkage=0.0204111 Tree=8272 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=1.35016 1.46013 threshold=-0.25626499999999997 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043249752808735792 -4.6928493116999008e-06 0.00025704677181262735 leaf_weight=1.0099811730124191 58.930590093941191 3.5116009690536876 leaf_count=16 2359 131 internal_value=0 1.04605e-05 internal_weight=0 62.4422 internal_count=2506 2490 is_linear=0 shrinkage=0.000400217 Tree=8273 num_leaves=4 num_cat=0 split_feature=42 16 2 split_gain=1.70421 1.77038 0.484136 threshold=-0.108275 -0.35278499999999996 0.10787000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024068874758373868 -0.0058230023142659326 0.0031271036141339603 -0.0020396715690603087 leaf_weight=1.3140636947077826 11.252355754160815 48.482640120125325 0.61790179878516927 leaf_count=107 307 2039 34 internal_value=0 0.00143342 -0.017521 internal_weight=0 59.735 1.93197 internal_count=2487 2346 141 is_linear=0 shrinkage=0.0204111 Tree=8274 num_leaves=4 num_cat=0 split_feature=12 2 3 split_gain=1.7952 3.14822 2.36973 threshold=0.084045000000000022 0.091375000000000012 -0.015259999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019529996119630239 -0.00025617605524700613 4.51349870637668e-05 -2.075277083353334e-05 leaf_weight=11.470115020825686 10.527502004321834 11.561749312510072 27.233381912839832 leaf_count=306 1060 620 516 internal_value=0 -9.90344e-05 4.3655e-05 internal_weight=0 22.0893 38.7035 internal_count=2502 1680 822 is_linear=0 shrinkage=0.000400217 Tree=8275 num_leaves=4 num_cat=0 split_feature=41 16 4 split_gain=1.50206 1.63165 1.40371 threshold=0.075585000000000013 -0.53221499999999988 -0.49367499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024446687970482904 0.0001880952740453343 -0.00034834417095408194 3.704018067496495e-05 leaf_weight=2.8848507518559918 1.1397285978455327 3.4397289249827727 53.403072076094304 leaf_count=112 26 110 2235 internal_value=0 -0.000213533 2.21558e-05 internal_weight=0 4.57946 56.2879 internal_count=2483 136 2347 is_linear=0 shrinkage=0.000400217 Tree=8276 num_leaves=4 num_cat=0 split_feature=1 47 52 split_gain=2.54999 1.64506 0.689173 threshold=0.12419000000000001 0.092530000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4287758665537762e-05 9.0558116899042241e-05 -0.00019112058505045096 0.00035611985395311759 leaf_weight=45.441203539178559 2.760942089920718 7.1259973188571157 3.8282630919511567 leaf_count=2048 89 200 142 internal_value=0 -1.39044e-05 0.000248219 internal_weight=0 52.5672 6.58921 internal_count=2479 2248 231 is_linear=0 shrinkage=0.000400217 Tree=8277 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=2.46167 1.25398 0.658669 threshold=0.12796000000000002 -0.084024999999999975 0.14228500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.9643071098903034e-05 0.00033600661299801131 -5.4930075018313363e-05 3.2262716675091496e-05 leaf_weight=20.413605314200595 4.4299568529859235 34.927707030253259 1.5624036940243966 leaf_count=880 119 1361 81 internal_value=0 -8.93127e-06 0.000258855 internal_weight=0 55.3413 5.99236 internal_count=2441 2241 200 is_linear=0 shrinkage=0.000400217 Tree=8278 num_leaves=4 num_cat=0 split_feature=1 43 132 split_gain=1.70648 2.57566 1.31182 threshold=1.0000000180025095e-35 -0.18545499999999995 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018549957600697125 2.040253239775557e-05 -0.00019324969469041147 0.00029455989907015639 leaf_weight=3.583774568765878 42.030490696296965 13.04886245764669 2.8847384787441106 leaf_count=80 1055 1166 127 internal_value=0 -0.000110947 3.86993e-05 internal_weight=0 16.6326 44.9152 internal_count=2428 1246 1182 is_linear=0 shrinkage=0.000400217 Tree=8279 num_leaves=3 num_cat=0 split_feature=3 13 split_gain=1.59944 1.33514 threshold=-0.48702499999999999 -0.5356749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019508307351248217 -0.01762715490815216 0.00062743511277518554 leaf_weight=1.6721986715565424 1.606562435204977 58.067163017566145 leaf_count=26 24 2416 internal_value=0 0.000103885 internal_weight=0 59.6737 internal_count=2466 2440 is_linear=0 shrinkage=0.0204111 Tree=8280 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.31703 1.45995 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037851503574438955 0.00054927286852406697 1.2893338646820123e-05 leaf_weight=1.2450080282615079 0.71202772366814215 60.594268188225897 leaf_count=222 3 2253 internal_value=0 2.0113e-05 internal_weight=0 61.3063 internal_count=2478 2256 is_linear=0 shrinkage=0.000400217 Tree=8281 num_leaves=3 num_cat=0 split_feature=14 47 split_gain=1.63675 1.5233 threshold=0.076175000000000007 0.13148500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00092778665066793999 -0.022737962949376581 -0.015198906561171959 leaf_weight=54.155684439215293 1.2140100583128504 2.4431503342348142 leaf_count=2309 78 51 internal_value=0 0.000203027 internal_weight=0 56.5988 internal_count=2438 2360 is_linear=0 shrinkage=0.0204111 Tree=8282 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=1.80641 1.29739 threshold=0.21217000000000003 -0.42985499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037883434604760587 -0.00036838842814621692 1.6142573300443572e-05 leaf_weight=1.2516038042631397 2.0150702380778958 57.564144945732551 leaf_count=222 18 2232 internal_value=0 7.03358e-06 internal_weight=0 58.8157 internal_count=2472 2454 is_linear=0 shrinkage=0.000400217 Tree=8283 num_leaves=4 num_cat=0 split_feature=456 484 15 split_gain=1.28214 1.47557 0.774111 threshold=0.085215000000000013 -0.082244999999999985 -0.059434999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016545182223579705 -0.0017445884804779192 0.0019017795196178619 -0.023867077927786546 leaf_weight=1.7536801667665702 1.3090754168006244 57.465621134911089 1.2550930352408602 leaf_count=181 57 2101 105 internal_value=0 0.00132531 -0.0131185 internal_weight=0 59.2193 2.56417 internal_count=2444 2282 162 is_linear=0 shrinkage=0.0204111 Tree=8284 num_leaves=3 num_cat=0 split_feature=39 13 split_gain=1.48629 2.07619 threshold=0.15619500000000003 0.17888000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001957317337327214 0.020406584886152775 -0.017458347114299454 leaf_weight=52.101307910116248 1.0395838884287503 3.759324371976617 leaf_count=2309 21 107 internal_value=0 -0.00303335 internal_weight=0 55.8606 internal_count=2437 2416 is_linear=0 shrinkage=0.0204111 Tree=8285 num_leaves=4 num_cat=0 split_feature=160 151 1456 split_gain=1.66583 1.80326 1.38865 threshold=-0.10091999999999998 -0.0091999999999999981 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018091652720713186 4.9424599492888335e-05 -0.00037124123888282722 -0.00036242911761611254 leaf_weight=1.2579538274148943 56.760683197792332 3.1365695736253647 1.2313784232419482 leaf_count=40 1966 289 176 internal_value=0 -0.000212615 3.99979e-05 internal_weight=0 4.39452 57.9921 internal_count=2471 329 2142 is_linear=0 shrinkage=0.000400217 Tree=8286 num_leaves=4 num_cat=0 split_feature=160 31 15 split_gain=1.14208 1.09541 0.0826098 threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.6275312062087538e-05 0.00039894304750111336 8.6329472338013936e-06 -0.0004145403940531172 leaf_weight=0.24205205345060676 1.0628522390470596 58.977461943920389 0.9422345824336833 leaf_count=15 67 2228 180 internal_value=0 1.62721e-05 -0.000363426 internal_weight=0 60.0403 1.18429 internal_count=2490 2295 195 is_linear=0 shrinkage=0.000400217 Tree=8287 num_leaves=4 num_cat=0 split_feature=3 1 133 split_gain=2.34403 2.3381 2.1045 threshold=-0.084024999999999975 0.094405000000000003 0.084065000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011739323602566446 -0.0002111239826008398 -6.5015136048467595e-06 -0.00024110242935009306 leaf_weight=18.764482462845994 16.109859998510046 19.953776825448585 2.9395115379215886 leaf_count=595 1018 573 285 internal_value=0 -9.82782e-05 6.78516e-05 internal_weight=0 36.0636 21.704 internal_count=2471 1591 880 is_linear=0 shrinkage=0.000400217 Tree=8288 num_leaves=4 num_cat=0 split_feature=156 159 401 split_gain=1.3568 1.61967 1.36085 threshold=0.091255000000000017 0.11792500000000002 0.083100000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023411251909432849 -0.018757584771071138 0.014204789391054021 -0.017710688818854993 leaf_weight=57.036193364820747 2.5893952325286587 0.71641366472158541 1.3347523438878841 leaf_count=2017 182 32 215 internal_value=0 -0.0113829 0.00184958 internal_weight=0 3.30581 58.3709 internal_count=2446 214 2232 is_linear=0 shrinkage=0.0204111 Tree=8289 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=1.97002 1.90423 1.4847 threshold=0.097940000000000013 -0.060094999999999989 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015584292418111562 0.0003185332994751842 4.4853057651279074e-05 2.2877351437918644e-05 leaf_weight=22.374186141939845 2.9636783304549708 11.354513271604445 23.765047656225306 leaf_count=1548 69 196 683 internal_value=0 -8.83553e-05 5.68517e-05 internal_weight=0 33.7287 26.7287 internal_count=2496 1744 752 is_linear=0 shrinkage=0.000400217 Tree=8290 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=1.21745 1.3444 threshold=0.16826500000000003 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.0420137634533182e-05 0.00037547892881947879 -0.00038038421250910737 leaf_weight=58.365398832302617 1.1586955544698856 1.5051471542751631 leaf_count=2345 60 81 internal_value=0 -2.04137e-05 internal_weight=0 59.8705 internal_count=2486 2426 is_linear=0 shrinkage=0.000400217 Tree=8291 num_leaves=4 num_cat=0 split_feature=160 457 1 split_gain=1.8656 1.74451 1.348 threshold=-0.097529999999999992 -1.0000000180025095e-35 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043385524621442051 -0.00020172208572293997 4.8081823558556741e-05 5.0869359551141271e-05 leaf_weight=2.4113710183296457 4.7920874671399352 51.5760186980051 1.4114485384507132 leaf_count=281 157 1952 61 internal_value=0 2.64872e-05 -0.000258532 internal_weight=0 56.3681 3.82282 internal_count=2451 2109 342 is_linear=0 shrinkage=0.000400217 Tree=8292 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=2.0718 2.24589 1.99792 threshold=0.005935000000000001 -0.0016099999999999997 0.030400000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026361330145064765 0.018032843483685695 -0.019699239367117923 0.0010201332362501231 leaf_weight=27.018550364782644 3.138809073667292 3.5443526690255558 25.080885286496596 leaf_count=1634 68 147 627 internal_value=0 -0.00467961 0.0029762 internal_weight=0 30.5629 28.2197 internal_count=2476 1781 695 is_linear=0 shrinkage=0.0204111 Tree=8293 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.25555 1.68563 threshold=-0.094929999999999987 0.081245000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019330190171945077 0.00020016419541160193 0.0089246964817542504 leaf_weight=2.0343421573052174 45.022849156851407 11.493498429585086 leaf_count=40 2132 295 internal_value=0 0.00198857 internal_weight=0 56.5163 internal_count=2467 2427 is_linear=0 shrinkage=0.0204111 Tree=8294 num_leaves=4 num_cat=0 split_feature=43 42 15 split_gain=1.70429 1.6161 0.0448395 threshold=0.25619500000000001 -1.0000000180025095e-35 -0.14582499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014843141835068306 -0.00018114941618316895 5.769099728330305e-05 -0.00049133581465552985 leaf_weight=6.7713019067718951 0.28067420212755678 53.170496188175093 0.8579226638989883 leaf_count=587 23 1716 116 internal_value=0 3.41731e-05 -0.000437937 internal_weight=0 59.9418 1.1386 internal_count=2442 2303 139 is_linear=0 shrinkage=0.000400217 Tree=8295 num_leaves=4 num_cat=0 split_feature=2 44 1 split_gain=1.40803 1.51366 0.611265 threshold=0.13754500000000003 1.0000000180025095e-35 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0068513038918293e-05 -5.9153732244213507e-05 -0.00042410095725429651 0.00033100486413681866 leaf_weight=57.990611171485853 0.77522004405000133 1.2033296499575943 2.9533551976255694 leaf_count=2236 36 32 130 internal_value=0 4.5843e-07 0.000250526 internal_weight=0 59.1939 3.72858 internal_count=2434 2268 166 is_linear=0 shrinkage=0.000400217 Tree=8296 num_leaves=4 num_cat=0 split_feature=157 13 42 split_gain=1.45 2.03424 1.59104 threshold=-0.076494999999999994 -0.020934999999999999 -0.0044549999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.007345909942020324 -0.011340344914213051 0.013680843734589032 -0.00063599098013063877 leaf_weight=2.7367970006671385 6.5381593255897306 5.8631270969090092 44.586634033655173 leaf_count=201 628 114 1529 internal_value=0 0.00698098 -0.00202672 internal_weight=0 8.59992 51.1248 internal_count=2472 315 2157 is_linear=0 shrinkage=0.0204111 Tree=8297 num_leaves=4 num_cat=0 split_feature=16 160 16 split_gain=1.43907 2.74728 2.45759 threshold=-0.071899999999999978 -0.10091999999999998 -0.032699999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033387961605102208 -0.00036590102382326418 0.00011719642127516699 -3.4650278567967473e-06 leaf_weight=2.2453727149386422 3.260035528409392 26.617829981392788 26.94230129681182 leaf_count=157 217 990 1047 internal_value=0 8.0951e-05 -4.37933e-05 internal_weight=0 28.8632 30.2023 internal_count=2411 1147 1264 is_linear=0 shrinkage=0.000400217 Tree=8298 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.25446 1.56817 threshold=-0.52082499999999987 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02064084648306622 -0.00037457094753973831 0.010994077074514582 leaf_weight=1.0632488527330668 56.210034208179877 5.4417262268989353 leaf_count=38 2279 176 internal_value=0 0.000647 internal_weight=0 61.6518 internal_count=2493 2455 is_linear=0 shrinkage=0.0204111 Tree=8299 num_leaves=3 num_cat=0 split_feature=151 47 split_gain=1.13042 1.37114 threshold=-0.52082499999999987 0.11069000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020338270829970858 -5.1257112068017004e-05 0.0098368239040178603 leaf_weight=0.94018818193580855 54.968332490923103 6.425075395818566 leaf_count=36 2337 118 internal_value=0 0.000999595 internal_weight=0 61.3934 internal_count=2491 2455 is_linear=0 shrinkage=0.0204111 Tree=8300 num_leaves=4 num_cat=0 split_feature=43 1375 3 split_gain=1.52251 1.23795 0.378878 threshold=0.14824000000000001 -0.53764999999999985 0.18307500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022312950527563505 0.0088989970913467744 -0.00033847591310003636 0.02397439389812998 leaf_weight=0.91177151160081749 2.7707449013755645 55.34776992078605 0.95724328105279699 leaf_count=5 188 2278 7 internal_value=0 7.22148e-05 0.0133561 internal_weight=0 56.2595 3.72799 internal_count=2478 2283 195 is_linear=0 shrinkage=0.0204111 Tree=8301 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=1.54382 1.38656 threshold=0.51167000000000018 -0.26602499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00035462159557800771 0.00038172438182638323 -4.2800125159581399e-05 leaf_weight=1.3302759327925731 1.3612371575345594 57.315777510817043 leaf_count=21 105 2353 internal_value=0 -3.31268e-05 internal_weight=0 58.6461 internal_count=2479 2374 is_linear=0 shrinkage=0.000400217 Tree=8302 num_leaves=3 num_cat=0 split_feature=376 0 split_gain=1.52067 1.37449 threshold=0.087615000000000012 0.11939500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013741559905556142 0.016806693912451449 -0.011211067650130446 leaf_weight=51.12996427265557 1.9968990070119605 4.7575626416291916 leaf_count=2287 53 106 internal_value=0 -0.000849136 internal_weight=0 55.8875 internal_count=2446 2393 is_linear=0 shrinkage=0.0204111 Tree=8303 num_leaves=4 num_cat=0 split_feature=43 12 132 split_gain=1.81102 1.44913 0.132619 threshold=0.21983500000000003 -0.041094999999999993 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018027995443604987 -0.00013940821683812145 -3.329015893772105e-06 -0.00049255743173376866 leaf_weight=7.7803095156650661 0.33103767856096045 53.924788625008659 1.0566512823538676 leaf_count=297 66 2036 87 internal_value=0 2.01066e-05 -0.000425011 internal_weight=0 61.7051 1.38769 internal_count=2486 2333 153 is_linear=0 shrinkage=0.000400217 Tree=8304 num_leaves=4 num_cat=0 split_feature=12 49 474 split_gain=1.90806 2.46417 2.0734 threshold=0.084045000000000022 -0.073054999999999981 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.6605977220185737e-05 0.00013415157230051115 -0.00017434943164686928 0.00031723002081696073 leaf_weight=31.391056063084761 5.4284919216734151 16.557764195125401 4.0523011127661439 leaf_count=720 100 1556 98 internal_value=0 -9.78856e-05 5.18676e-05 internal_weight=0 21.9863 35.4434 internal_count=2474 1656 818 is_linear=0 shrinkage=0.000400217 Tree=8305 num_leaves=4 num_cat=0 split_feature=457 151 49 split_gain=1.70748 1.39913 1.24262 threshold=-0.0046349999999999994 0.056735000000000001 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019060201834053686 0.0018834377938505868 -0.0097721257211613854 0.002209397237252224 leaf_weight=3.1242391397372558 50.812575817145216 4.5742812379467059 1.7372694355653937 leaf_count=156 2232 83 54 internal_value=0 0.000903057 -0.0115808 internal_weight=0 55.3869 4.86151 internal_count=2525 2315 210 is_linear=0 shrinkage=0.0204111 Tree=8306 num_leaves=4 num_cat=0 split_feature=160 42 12 split_gain=1.33984 2.5292 1.91213 threshold=-0.082299999999999984 -1.0000000180025095e-35 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5065383326427663e-05 -0.00019778028299344478 7.4065822026800446e-05 -0.0003697465359197096 leaf_weight=5.479783021628462 6.1665753392235265 43.239009919987438 3.202218511801675 leaf_count=112 607 1362 366 internal_value=0 3.97648e-05 -0.000129767 internal_weight=0 49.4056 8.682 internal_count=2447 1969 478 is_linear=0 shrinkage=0.000400217 Tree=8307 num_leaves=3 num_cat=0 split_feature=1375 43 split_gain=1.19607 1.28005 threshold=-0.53764999999999985 -0.063379999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022216104308843146 0.0035920643113825129 -0.0025575232197684494 leaf_weight=0.89322750282008101 22.551019767931848 37.217615709879283 leaf_count=4 1102 1355 internal_value=0 -0.000234873 internal_weight=0 59.7686 internal_count=2461 2457 is_linear=0 shrinkage=0.0204111 Tree=8308 num_leaves=4 num_cat=0 split_feature=43 42 43 split_gain=1.27676 2.29434 1.89113 threshold=-0.069909999999999986 -0.108275 0.095890000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013381102567043947 -0.0037453013368221062 0.0066724372998463854 0.0085702244463454983 leaf_weight=2.5855024583966069 31.821326198361021 20.264985512036219 6.0949221924868189 leaf_count=97 1164 920 234 internal_value=0 0.00434922 -0.00174621 internal_weight=0 22.8505 37.9162 internal_count=2415 1017 1398 is_linear=0 shrinkage=0.0204111 Tree=8309 num_leaves=4 num_cat=0 split_feature=0 16 14 split_gain=2.10575 3.01767 2.26364 threshold=-0.10674499999999999 0.0060650000000000009 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01892290100748166 -0.012459175267186927 0.00022408876515946926 0.0033495882323791855 leaf_weight=1.9510870513804572 15.797167537776433 15.353731090997824 24.198673511892139 leaf_count=46 1455 589 398 internal_value=0 -0.0062294 0.0016142 internal_weight=0 31.1509 26.1498 internal_count=2488 2044 444 is_linear=0 shrinkage=0.0204111 Tree=8310 num_leaves=3 num_cat=0 split_feature=1375 150 split_gain=2.26977 1.5283 threshold=-0.43429999999999996 0.081245000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058467210047197465 -2.4712199884564331e-05 0.00013187306913734674 leaf_weight=0.93678008751157804 45.8049525278484 12.646530435973544 leaf_count=9 2124 329 internal_value=0 9.35386e-06 internal_weight=0 58.4515 internal_count=2462 2453 is_linear=0 shrinkage=0.000400217 Tree=8311 num_leaves=4 num_cat=0 split_feature=42 8 2 split_gain=2.39592 1.67711 0.0994403 threshold=-0.108275 1.0000000180025095e-35 0.10787000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047685598727060179 -1.1296193281965646e-05 0.00034131806967528753 -0.00022849905743306125 leaf_weight=1.5019905716262649 55.666614097488036 2.1355953314196077 0.72395595366651821 leaf_count=103 2257 48 34 internal_value=0 2.3664e-06 -0.000410893 internal_weight=0 57.8022 2.22595 internal_count=2442 2305 137 is_linear=0 shrinkage=0.000400217 Tree=8312 num_leaves=4 num_cat=0 split_feature=42 43 157 split_gain=1.54301 2.72969 1.75442 threshold=0.077855000000000021 -0.52334499999999984 -0.07686999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024211317797450069 0.00037576912470870438 -0.0001659855132168472 -4.9017986382422986e-06 leaf_weight=5.1257742464727007 1.5374747361056531 15.831745039062751 38.121840089027955 leaf_count=125 12 1191 1142 internal_value=0 -0.000115931 2.49244e-05 internal_weight=0 17.3692 43.2476 internal_count=2470 1203 1267 is_linear=0 shrinkage=0.000400217 Tree=8313 num_leaves=4 num_cat=0 split_feature=42 42 39 split_gain=1.32456 2.26283 1.9774 threshold=0.085675000000000015 0.08401500000000002 0.085095000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2525852478624136e-05 -0.010249266837749228 0.019930432678084472 0.012604551223965466 leaf_weight=44.064447159082647 9.8909561013410876 2.3719300327284136 1.7739830506980059 leaf_count=1362 842 149 112 internal_value=0 0.00097571 -0.00668691 internal_weight=0 46.4364 11.6649 internal_count=2465 1511 954 is_linear=0 shrinkage=0.0204111 Tree=8314 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=1.47623 3.00258 1.5745 threshold=0.094405000000000003 -0.083954999999999988 -0.26516999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010047179723352391 -5.4328108582845222e-05 -0.00014999668053337838 0.00014517916538015976 leaf_weight=12.863426833695486 9.4824566577681271 18.648043921621593 18.693483769704471 leaf_count=406 240 1321 528 internal_value=0 -4.77582e-05 7.80868e-05 internal_weight=0 31.5115 28.1759 internal_count=2495 1727 768 is_linear=0 shrinkage=0.000400217 Tree=8315 num_leaves=3 num_cat=0 split_feature=151 47 split_gain=1.72672 1.60295 threshold=-0.28286499999999998 0.11069000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021130732519841992 -0.00034545407388577605 0.010476173772125076 leaf_weight=1.4191953030613138 52.75578393187152 6.2808411426085504 leaf_count=60 2315 112 internal_value=0 0.000823499 internal_weight=0 59.0366 internal_count=2487 2427 is_linear=0 shrinkage=0.0204111 Tree=8316 num_leaves=3 num_cat=0 split_feature=31 39 split_gain=1.3028 1.26264 threshold=-1.0000000180025095e-35 0.15619500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040098844361592797 -2.8687831092003646e-05 0.00039807216465847096 leaf_weight=1.0846354716904887 59.27248969571383 1.0199269226868626 leaf_count=68 2357 20 internal_value=0 -2.07441e-05 internal_weight=0 60.2924 internal_count=2445 2377 is_linear=0 shrinkage=0.000400217 Tree=8317 num_leaves=4 num_cat=0 split_feature=484 13 42 split_gain=1.69985 1.78339 1.18484 threshold=-1.0000000180025095e-35 -0.5356749999999999 0.094935000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035626290568852058 -0.00039803066733622264 3.3574886761259387e-05 0.00023362923832039766 leaf_weight=3.0297180601933174 1.4652427836554114 55.502082020127546 0.57855583672062483 leaf_count=336 22 2048 65 internal_value=0 2.17147e-05 -0.000257494 internal_weight=0 56.9673 3.60827 internal_count=2471 2070 401 is_linear=0 shrinkage=0.000400217 Tree=8318 num_leaves=4 num_cat=0 split_feature=1 3 151 split_gain=1.41018 1.61716 1.49474 threshold=0.10423500000000001 0.11439500000000001 -0.0060399999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0234674518498672e-05 -9.6963318940141048e-05 0.00019583745217819184 0.00014994457415626875 leaf_weight=33.256026618411852 4.9469956810571629 4.3706541316205394 17.785142131413522 leaf_count=1904 124 34 406 internal_value=0 -2.9997e-05 9.60003e-05 internal_weight=0 37.6267 22.7321 internal_count=2468 1938 530 is_linear=0 shrinkage=0.000400217 Tree=8319 num_leaves=3 num_cat=0 split_feature=155 1446 split_gain=1.4634 1.35449 threshold=0.088610000000000008 0.083530000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.424434391690965e-05 -0.00041735218805998529 -0.00038661735690892935 leaf_weight=59.517544665799051 1.1658886804975725 1.201726894505099 leaf_count=2147 151 200 internal_value=0 1.54161e-05 internal_weight=0 60.7193 internal_count=2498 2347 is_linear=0 shrinkage=0.000400217 Tree=8320 num_leaves=4 num_cat=0 split_feature=401 156 3 split_gain=1.34045 1.17284 0.0310796 threshold=0.08481000000000001 -1.0000000180025095e-35 -0.098389999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019205773812979599 -0.0046375313262873143 0.0020294827719550112 -0.01929766958141713 leaf_weight=0.99228591633641272 0.15150896314298723 59.705726886634693 1.1984281292316143 leaf_count=122 34 2113 189 internal_value=0 0.00164761 -0.0181335 internal_weight=0 60.698 1.34994 internal_count=2458 2235 223 is_linear=0 shrinkage=0.0204111 Tree=8321 num_leaves=4 num_cat=0 split_feature=16 12 4 split_gain=1.54822 1.73304 1.71833 threshold=0.16104500000000002 0.10345000000000001 -0.080924999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016781358147582281 -0.00024554882079165594 0.00018603342616438538 -5.7800136643639431e-06 leaf_weight=11.702583044236688 6.5758023847447458 1.8279571655320976 40.215917903069794 leaf_count=527 330 54 1580 internal_value=0 -0.000150461 3.36254e-05 internal_weight=0 8.40376 51.9185 internal_count=2491 384 2107 is_linear=0 shrinkage=0.000400217 Tree=8322 num_leaves=4 num_cat=0 split_feature=480 51 2 split_gain=1.40914 1.26866 0.0239247 threshold=0.084710000000000021 -0.40274499999999996 0.12036500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019596756857941103 -0.020166051302115101 0.0021137220288103761 -0.00837974702440571 leaf_weight=1.0322105643517705 1.0761814121333362 57.839702861386741 0.32836614396001085 leaf_count=75 161 2241 22 internal_value=0 0.00169659 -0.0182327 internal_weight=0 58.8719 1.40455 internal_count=2499 2316 183 is_linear=0 shrinkage=0.0204111 Tree=8323 num_leaves=3 num_cat=0 split_feature=1373 1365 split_gain=1.42345 1.39733 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023825385717794806 -0.021726908168555922 -0.016828369423838904 leaf_weight=59.233921219915374 0.97201266438059875 1.5096089786748041 leaf_count=2392 19 46 internal_value=0 0.00187502 internal_weight=0 60.7435 internal_count=2457 2438 is_linear=0 shrinkage=0.0204111 Tree=8324 num_leaves=4 num_cat=0 split_feature=16 34 16 split_gain=1.57257 1.30741 0.603991 threshold=0.40804500000000005 -0.086809999999999984 0.68539000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044187573874819629 -0.00041984425224989702 9.5935835633880975e-06 9.7509185789084683e-05 leaf_weight=0.9346071141626443 1.8865321254088478 56.025553367383509 0.3958187213866039 leaf_count=28 209 2186 16 internal_value=0 1.33347e-06 -0.000329758 internal_weight=0 56.9602 2.28235 internal_count=2439 2214 225 is_linear=0 shrinkage=0.000400217 Tree=8325 num_leaves=3 num_cat=0 split_feature=52 15 split_gain=1.15419 1.22678 threshold=-0.51498499999999992 -0.095804999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003729653614718988 -8.1644906761938938e-05 5.1966577815347662e-05 leaf_weight=1.1281751122205594 14.757874728602472 42.28798738619389 leaf_count=189 482 1780 internal_value=0 1.73088e-05 internal_weight=0 57.0459 internal_count=2451 2262 is_linear=0 shrinkage=0.000400217 Tree=8326 num_leaves=4 num_cat=0 split_feature=1429 151 156 split_gain=1.50216 1.206 0.0803508 threshold=-1.0000000180025095e-35 0.086470000000000005 0.087645000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0083525105350366734 0.0013314879062738465 0.01380945958050238 -0.026866437338550209 leaf_weight=0.26757788860527298 58.919493860923922 3.3048408219547118 0.6425466846276322 leaf_count=45 2263 81 73 internal_value=0 0.00201783 -0.0229346 internal_weight=0 62.2243 0.910125 internal_count=2462 2344 118 is_linear=0 shrinkage=0.0204111 Tree=8327 num_leaves=3 num_cat=0 split_feature=14 43 split_gain=1.87876 1.40214 threshold=0.062655000000000016 -0.069909999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.3777682882071307e-05 -0.00046145165922171632 -6.0922494796375893e-05 leaf_weight=23.762596643987763 1.4135599975943467 36.453017552665642 leaf_count=1020 76 1388 internal_value=0 -1.16856e-05 internal_weight=0 60.2156 internal_count=2484 2408 is_linear=0 shrinkage=0.000400217 Tree=8328 num_leaves=4 num_cat=0 split_feature=124 484 1 split_gain=1.43055 1.39691 0.621891 threshold=-0.043384999999999993 -0.071284999999999987 0.092550000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1016359912857929e-05 -0.00030537494262844619 1.6899015309934268e-05 0.0003489240152919871 leaf_weight=1.5263943432328222 2.1299147020736191 55.062116498670548 2.7964294227858773 leaf_count=37 298 1964 163 internal_value=0 4.32383e-06 0.000240288 internal_weight=0 57.192 4.32282 internal_count=2462 2262 200 is_linear=0 shrinkage=0.000400217 Tree=8329 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=1.18953 1.25427 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017175369217001756 0.0023350429434551177 -0.0035291873138235306 leaf_weight=1.4685119969217328 28.686618222395737 32.064007432429207 leaf_count=76 447 1951 internal_value=0 -0.00076088 internal_weight=0 60.7506 internal_count=2474 2398 is_linear=0 shrinkage=0.0204111 Tree=8330 num_leaves=4 num_cat=0 split_feature=3 49 1 split_gain=2.18641 2.69851 1.60901 threshold=-0.077774999999999983 0.094445000000000015 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016544213465966414 -5.1925957161727686e-05 0.00023638464730771019 0.0001204178490559436 leaf_weight=18.940280769857967 14.497665247355597 3.0137556271547501 21.313505291976981 leaf_count=1315 478 131 531 internal_value=0 -0.000109362 5.07024e-05 internal_weight=0 21.954 35.8112 internal_count=2455 1446 1009 is_linear=0 shrinkage=0.000400217 Tree=8331 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=1.9047 1.87026 0.257077 threshold=-0.29521499999999995 0.094405000000000003 -0.043589999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.1452414872596274e-05 -5.1850456725671002e-05 9.4172231960045863e-05 -0.00040219569921952434 leaf_weight=0.21118777824631285 29.287792409175154 26.801748012407188 1.9174855206993004 leaf_count=10 1529 628 244 internal_value=0 1.79734e-05 -0.000358309 internal_weight=0 56.0895 2.12867 internal_count=2411 2157 254 is_linear=0 shrinkage=0.000400217 Tree=8332 num_leaves=4 num_cat=0 split_feature=16 133 15 split_gain=1.39239 2.03137 1.50544 threshold=0.16180500000000003 -0.083399999999999988 -0.0063699999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011101529543110578 0.014804327985675263 -0.010662264145268842 0.0059427679925929703 leaf_weight=30.451699066135461 1.4516296296960707 8.0590560781020013 21.371323167035371 leaf_count=1033 38 346 1053 internal_value=0 -0.00664823 0.00180495 internal_weight=0 9.51069 51.823 internal_count=2470 384 2086 is_linear=0 shrinkage=0.0204111 Tree=8333 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=1.56463 1.43719 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039107624484076536 -0.00013758396550917929 5.2733416552260694e-05 leaf_weight=1.3323212714094541 7.0936693354128684 53.961490358357878 leaf_count=230 665 1602 internal_value=0 3.04101e-05 internal_weight=0 61.0552 internal_count=2497 2267 is_linear=0 shrinkage=0.000400217 Tree=8334 num_leaves=4 num_cat=0 split_feature=484 1373 16 split_gain=1.69302 1.46543 0.457464 threshold=-0.082244999999999985 0.099250000000000019 -0.063814999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5627862724902871e-05 3.5116790606600424e-05 -0.00042381310217018875 -0.0004486421184070323 leaf_weight=0.42478641134039197 58.738866436780199 1.0243917790648982 1.4540711739391543 leaf_count=59 2244 22 175 internal_value=0 2.64725e-05 -0.000348701 internal_weight=0 59.7633 1.87886 internal_count=2500 2266 234 is_linear=0 shrinkage=0.000400217 Tree=8335 num_leaves=4 num_cat=0 split_feature=1 50 52 split_gain=1.25712 1.64136 0.682503 threshold=0.14000500000000002 0.07826000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065093640797312649 0.0015721188315642994 -0.012060765060243577 0.022342587508589674 leaf_weight=53.365128504339282 1.147681066857331 4.4836406537851863 1.4957424103522488 leaf_count=1916 38 433 62 internal_value=0 -0.000355695 0.0137551 internal_weight=0 57.8488 2.64342 internal_count=2449 2349 100 is_linear=0 shrinkage=0.0204111 Tree=8336 num_leaves=4 num_cat=0 split_feature=13 13 39 split_gain=1.38365 1.77801 1.23812 threshold=-0.10939499999999998 -0.5356749999999999 0.085095000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012371494510027977 -0.0016003309373975416 0.010624427221653328 0.0077448652301237162 leaf_weight=1.5304967505580851 43.60140179521386 9.9756096101373242 6.7172933930269201 leaf_count=26 2003 221 244 internal_value=0 0.00747585 -0.000338368 internal_weight=0 11.5061 50.3187 internal_count=2494 247 2247 is_linear=0 shrinkage=0.0204111 Tree=8337 num_leaves=4 num_cat=0 split_feature=2 3 2 split_gain=1.60235 1.82975 1.53782 threshold=0.097940000000000013 0.11439500000000001 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0183079405874213e-05 0.00035170847899608211 0.00042011146384465266 5.271846365948842e-05 leaf_weight=33.452029446818869 3.0451060291616185 1.2094283431670181 22.188018001650789 leaf_count=1652 65 27 673 internal_value=0 -4.21256e-05 9.01946e-05 internal_weight=0 34.6615 25.2331 internal_count=2417 1679 738 is_linear=0 shrinkage=0.000400217 Tree=8338 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=1.52987 1.62896 threshold=-0.25833999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041916684487049638 -0.00010194451092102185 3.9348798245277817e-05 leaf_weight=1.3497015814878057 18.895732218549711 41.724063498688338 leaf_count=200 1145 1091 internal_value=0 -4.80034e-06 internal_weight=0 60.6198 internal_count=2436 2236 is_linear=0 shrinkage=0.000400217 Tree=8339 num_leaves=4 num_cat=0 split_feature=4 4 0 split_gain=1.49259 2.49692 1.08795 threshold=0.27626000000000001 -0.0016099999999999997 -0.25691999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1425781178301662e-05 -0.00015122704180774694 -0.00014054893698770284 0.00020301505702702437 leaf_weight=31.15472726779717 1.5923940539360044 19.574328443667127 7.9410965662354993 leaf_count=1579 29 563 245 internal_value=0 -2.89459e-05 0.000142777 internal_weight=0 50.7291 9.53349 internal_count=2416 2142 274 is_linear=0 shrinkage=0.000400217 Tree=8340 num_leaves=4 num_cat=0 split_feature=51 148 48 split_gain=1.6727 1.79369 0.316046 threshold=0.14163500000000004 -0.084449999999999983 0.13765500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020051593710741542 -0.024704688645375093 0.0023501634052544482 -0.0067035390395878396 leaf_weight=1.4189572779869184 1.012128045635335 55.284946620981373 0.81125553464516986 leaf_count=47 73 2336 16 internal_value=0 0.00175117 -0.0175468 internal_weight=0 56.7039 1.82338 internal_count=2472 2383 89 is_linear=0 shrinkage=0.0204111 Tree=8341 num_leaves=4 num_cat=0 split_feature=15 2 3 split_gain=1.53662 1.2665 0.010431 threshold=-0.46714499999999998 0.16826500000000003 -0.10194999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010559816019744619 -0.0028729247691566249 0.018811360179425998 0.018619019140397694 leaf_weight=0.73092535856994789 55.857006769400414 1.0346115032225487 1.070611931325401 leaf_count=18 2341 46 78 internal_value=0 -0.00244241 0.0161584 internal_weight=0 56.8916 1.80154 internal_count=2483 2387 96 is_linear=0 shrinkage=0.0204111 Tree=8342 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=1.27825 1.3069 threshold=-0.036024999999999995 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040069950597715749 -4.1967504668139919e-05 0.00011803647494314396 leaf_weight=1.0907635927396757 50.24452053538198 9.6512461318889091 leaf_count=71 2152 235 internal_value=0 -1.60133e-05 internal_weight=0 59.8958 internal_count=2458 2387 is_linear=0 shrinkage=0.000400217 Tree=8343 num_leaves=4 num_cat=0 split_feature=0 1 16 split_gain=1.77526 3.49615 2.06175 threshold=-0.0029549999999999997 1.0000000180025095e-35 -0.29154999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013649901917703485 0.022388443531277138 0.00042530109441062087 0.0019974300662048633 leaf_weight=8.9767200469268555 2.5433215942302914 38.446354723826516 9.4265008077127259 leaf_count=1195 52 991 207 internal_value=0 -0.00226487 0.0064974 internal_weight=0 47.4231 11.9698 internal_count=2445 2186 259 is_linear=0 shrinkage=0.0204111 Tree=8344 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.69177 1.35107 threshold=-0.094929999999999987 -0.029664999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032482503273088451 0.00042365939172981677 8.0609544769014421e-06 leaf_weight=2.3021194452594491 1.16770959785208 60.224866479570437 leaf_count=46 9 2405 internal_value=0 1.67227e-05 internal_weight=0 61.3926 internal_count=2460 2414 is_linear=0 shrinkage=0.000400217 Tree=8345 num_leaves=4 num_cat=0 split_feature=47 150 0 split_gain=1.57869 1.99442 0.752716 threshold=0.11069000000000002 -0.22665999999999997 -0.061889999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038896373995398495 6.5006980284518822e-05 -2.4070862854407954e-05 0.00032990783901724126 leaf_weight=1.8282585231354449 3.6915274008078995 53.630844042062563 3.2191973511362439 leaf_count=16 96 2331 42 internal_value=0 -9.69854e-06 0.000191697 internal_weight=0 55.4591 6.91072 internal_count=2485 2347 138 is_linear=0 shrinkage=0.000400217 Tree=8346 num_leaves=4 num_cat=0 split_feature=14 484 16 split_gain=1.28334 1.44836 0.112874 threshold=0.076175000000000007 0.08654000000000002 -0.15336499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013629222822618439 -0.0086531759083335515 0.011294579743252589 -0.021947386837916118 leaf_weight=55.416550379932687 0.68358247390278848 5.1991279862731963 0.86711527184524928 leaf_count=2180 29 234 55 internal_value=0 0.00111242 -0.0170644 internal_weight=0 60.6157 1.5507 internal_count=2498 2414 84 is_linear=0 shrinkage=0.0204111 Tree=8347 num_leaves=4 num_cat=0 split_feature=52 52 12 split_gain=1.41252 1.96105 1.3285 threshold=0.10068500000000001 0.084805000000000019 0.095450000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8959014723985705e-06 0.00022093537763973758 -0.00032367329055031348 -0.000110979056660331 leaf_weight=46.920924144000764 7.7287816191992516 3.1315135687109423 2.4856350798088442 leaf_count=1666 339 296 146 internal_value=0 -2.27053e-05 0.000139838 internal_weight=0 50.0524 10.2144 internal_count=2447 1962 485 is_linear=0 shrinkage=0.000400217 Tree=8348 num_leaves=4 num_cat=0 split_feature=131 42 160 split_gain=1.54567 1.78498 1.35704 threshold=0.092225000000000015 0.09832500000000001 -0.40446999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036496288076503711 -0.000391650873151285 0.00025681821607174125 4.7768838260585593e-05 leaf_weight=1.1942857993028599 2.6132646604291945 0.81914218244492065 56.846053087602741 leaf_count=175 249 27 1988 internal_value=0 -0.00023367 3.85898e-05 internal_weight=0 3.43241 58.0403 internal_count=2439 276 2163 is_linear=0 shrinkage=0.000400217 Tree=8349 num_leaves=4 num_cat=0 split_feature=0 52 41 split_gain=1.26679 3.01301 1.47818 threshold=0.12113000000000002 0.10068500000000001 0.07831500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030358849217949737 -0.018863833533936412 0.01072635981207278 -0.010604435418919476 leaf_weight=49.554797299731945 3.6805427894141749 2.2125702989942511 3.4373524143175009 leaf_count=2241 93 19 110 internal_value=0 -0.00776134 0.00213061 internal_weight=0 5.89311 52.9921 internal_count=2463 112 2351 is_linear=0 shrinkage=0.0204111 Tree=8350 num_leaves=4 num_cat=0 split_feature=42 39 483 split_gain=1.17873 2.92273 1.73858 threshold=0.091735000000000025 0.084535000000000013 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4226678451320989e-05 -0.00031117165500906175 0.00026768670378972371 -0.00029504978120599445 leaf_weight=49.723552785734682 5.0930798289691657 1.8130200559826333 2.5963554621112044 leaf_count=1697 404 102 238 internal_value=0 -0.000157361 1.72913e-05 internal_weight=0 6.9061 52.3199 internal_count=2441 506 1935 is_linear=0 shrinkage=0.000400217 Tree=8351 num_leaves=3 num_cat=0 split_feature=480 14 split_gain=1.14947 1.17843 threshold=0.08598500000000002 0.062655000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2446797740852172e-05 -0.0003690591559500784 -0.00030617701582667594 leaf_weight=59.480856553444028 1.1770502732424564 1.6888505285082818 leaf_count=2210 166 81 internal_value=0 1.28309e-05 internal_weight=0 61.1697 internal_count=2457 2291 is_linear=0 shrinkage=0.000400217 Tree=8352 num_leaves=4 num_cat=0 split_feature=11 43 43 split_gain=1.21045 1.48576 0.394365 threshold=0.089270000000000002 -0.074459999999999985 -0.08921999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0058275403020703444 -0.019505211145760031 -0.00092593058703550055 -0.0038371816484671227 leaf_weight=21.065343691715498 1.3645225014661266 37.718458995406991 1.3489193131795207 leaf_count=953 24 1449 56 internal_value=0 0.00150067 -0.012177 internal_weight=0 58.7838 2.71344 internal_count=2482 2402 80 is_linear=0 shrinkage=0.0204111 Tree=8353 num_leaves=3 num_cat=0 split_feature=14 39 split_gain=1.43738 1.18826 threshold=0.076175000000000007 0.13507500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.2135761679892017e-06 -0.00038072392975094341 0.00034602594076801082 leaf_weight=58.193993906090327 1.4756067867342597 1.4820515100727778 leaf_count=2345 81 32 internal_value=0 5.11633e-06 internal_weight=0 59.676 internal_count=2458 2377 is_linear=0 shrinkage=0.000400217 Tree=8354 num_leaves=4 num_cat=0 split_feature=133 16 15 split_gain=1.22229 1.21176 0.421015 threshold=0.11329500000000002 -0.35278499999999996 -0.13783499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0046501704744649295 0.010102339316851377 0.0028537278311214481 -0.021411294656471687 leaf_weight=11.002721594706598 0.13710918628203206 46.359197358345227 1.1917605212292972 leaf_count=279 22 1855 290 internal_value=0 0.00140813 -0.0176274 internal_weight=0 57.3619 1.32887 internal_count=2446 2134 312 is_linear=0 shrinkage=0.0204111 Tree=8355 num_leaves=4 num_cat=0 split_feature=156 38 159 split_gain=1.28815 1.24839 1.17055 threshold=0.091015000000000013 0.10208000000000002 0.11749500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00086149376027488869 -0.018330515510291086 -0.017778790061467781 0.011073007013458385 leaf_weight=56.558401942472756 2.6650122417095186 1.4255411478225131 0.62723727129377937 leaf_count=2214 180 32 28 internal_value=0 0.000369839 -0.0125486 internal_weight=0 57.9839 3.29225 internal_count=2454 2246 208 is_linear=0 shrinkage=0.0204111 Tree=8356 num_leaves=4 num_cat=0 split_feature=2 16 2 split_gain=1.1648 1.65955 1.53141 threshold=0.075670000000000015 -0.16956499999999999 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036262419536031293 0.013608845506599344 -0.01141803067810776 0.00034912494973372718 leaf_weight=4.975008244970013 3.8477923021237066 7.6283495845855196 43.488915606707451 leaf_count=97 145 486 1749 internal_value=0 -0.00549986 0.00145652 internal_weight=0 12.6034 47.3367 internal_count=2477 583 1894 is_linear=0 shrinkage=0.0204111 Tree=8357 num_leaves=4 num_cat=0 split_feature=13 0 43 split_gain=1.17008 2.39825 0.953584 threshold=0.11184000000000001 0.15425000000000003 -0.27207999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4083575247110737e-06 -5.6825409739383841e-07 -0.00061110921607639211 0.00025955411310402468 leaf_weight=50.094155807339121 3.97730703421621 0.92287471820600231 5.1064571605384099 leaf_count=2301 92 28 72 internal_value=0 -8.03996e-06 0.00014704 internal_weight=0 51.017 9.08376 internal_count=2493 2329 164 is_linear=0 shrinkage=0.000400217 Tree=8358 num_leaves=4 num_cat=0 split_feature=160 2 14 split_gain=1.5595 2.10055 1.59094 threshold=-0.097529999999999992 0.10864500000000002 0.076175000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020262742537222739 0.0021947356254698653 0.010303575242137325 -0.018581481668005748 leaf_weight=2.9584071245938039 55.473797013604326 1.265720680947197 1.46789137928772 leaf_count=278 2083 64 65 internal_value=0 -0.0110743 0.00162373 internal_weight=0 4.22413 56.9417 internal_count=2490 342 2148 is_linear=0 shrinkage=0.0204111 Tree=8359 num_leaves=3 num_cat=0 split_feature=1374 43 split_gain=2.08947 1.52972 threshold=-0.094929999999999987 0.095890000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039629406214374219 -2.3763604361430498e-05 0.0001950511229381302 leaf_weight=2.1284811984660328 52.21716177381677 5.5601792676029609 leaf_count=45 2197 242 internal_value=0 -2.36952e-06 internal_weight=0 57.7773 internal_count=2484 2439 is_linear=0 shrinkage=0.000400217 Tree=8360 num_leaves=3 num_cat=0 split_feature=38 1 split_gain=1.93797 1.4043 threshold=1.0000000180025095e-35 0.10423500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014021657300314486 -0.018573762787975196 0.0051515839547223042 leaf_weight=37.535505608294898 2.0802501652506171 21.23733152744353 leaf_count=1900 52 530 internal_value=0 0.000971298 internal_weight=0 58.7728 internal_count=2482 2430 is_linear=0 shrinkage=0.0204111 Tree=8361 num_leaves=4 num_cat=0 split_feature=156 12 474 split_gain=1.64581 1.3505 1.19836 threshold=0.086945000000000008 0.084045000000000022 0.085295000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0033876431291548778 -0.020254301432273164 -0.0033419732304072235 -0.0012814427180071995 leaf_weight=32.920737470805761 2.6792496903481142 19.805326200159698 2.7888424534467049 leaf_count=674 205 1464 129 internal_value=0 0.000858093 -0.0107976 internal_weight=0 52.7261 5.46809 internal_count=2472 2138 334 is_linear=0 shrinkage=0.0204111 Tree=8362 num_leaves=4 num_cat=0 split_feature=3 14 49 split_gain=1.65679 1.70007 1.32273 threshold=0.081025000000000014 0.076175000000000007 -0.088729999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035814089667490904 -0.018504663206629024 -0.02178497157604729 -0.0023585567933175409 leaf_weight=38.823224921933615 2.2819569820785572 1.0223077151204041 18.524218221475167 leaf_count=2098 36 66 307 internal_value=0 0.00287137 -0.00421898 internal_weight=0 39.8455 20.8062 internal_count=2507 2164 343 is_linear=0 shrinkage=0.0204111 Tree=8363 num_leaves=4 num_cat=0 split_feature=1 51 4 split_gain=1.77804 2.09851 0.929279 threshold=0.094405000000000003 0.089530000000000012 -0.17339999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051365927870454726 -0.0066906015888563942 -0.021616062235898015 0.0062541191429366276 leaf_weight=28.810945612556228 2.4445193010687971 1.9953692006206427 25.917413498879796 leaf_count=1520 101 176 650 internal_value=0 -0.00195382 0.00511649 internal_weight=0 30.8063 28.3619 internal_count=2447 1696 751 is_linear=0 shrinkage=0.0204111 Tree=8364 num_leaves=4 num_cat=0 split_feature=3 124 11 split_gain=2.01505 1.46498 0.616535 threshold=-0.15480499999999997 0.10545000000000002 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034237485493203125 -2.5234043599426328e-05 0.00036047560229406935 6.602331770916082e-05 leaf_weight=3.3630464746165663 52.594762472149796 1.5140936750685785 2.1614457810087515 leaf_count=59 2274 27 91 internal_value=0 -1.37189e-05 0.000237712 internal_weight=0 54.1089 5.52449 internal_count=2451 2301 150 is_linear=0 shrinkage=0.000400217 Tree=8365 num_leaves=4 num_cat=0 split_feature=133 43 15 split_gain=1.36248 1.25119 0.227123 threshold=0.11253500000000001 -0.061959999999999994 -0.13783499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.508440984046819e-05 0.00011587016100207493 -2.264062690980088e-05 -0.00042060020633947966 leaf_weight=22.716853338090914 0.09293627249826375 39.360050685134865 1.2127410876446436 leaf_count=976 26 1193 275 internal_value=0 2.05341e-05 -0.000376279 internal_weight=0 62.0769 1.30568 internal_count=2470 2169 301 is_linear=0 shrinkage=0.000400217 Tree=8366 num_leaves=3 num_cat=0 split_feature=4 40 split_gain=1.5793 1.51389 threshold=0.51087000000000005 0.084220000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.5818987376690319e-05 0.00038343331781746389 0.00031642767320630449 leaf_weight=56.330554123657066 1.4555128990905348 1.9129690304980602 leaf_count=2295 107 33 internal_value=0 -2.36647e-05 internal_weight=0 58.2435 internal_count=2435 2328 is_linear=0 shrinkage=0.000400217 Tree=8367 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=1.87841 2.61071 2.53375 threshold=0.0063750000000000013 -0.0014249999999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075355357107130766 -0.012457423173509013 -0.019201640962511726 0.0065655187289620151 leaf_weight=28.737696109636545 3.1933761956659081 3.4852964494598373 25.15355509827441 leaf_count=1633 233 148 477 internal_value=0 -0.00280851 0.00438194 internal_weight=0 32.223 28.3469 internal_count=2491 1781 710 is_linear=0 shrinkage=0.0204111 Tree=8368 num_leaves=3 num_cat=0 split_feature=151 456 split_gain=1.47762 1.49332 threshold=-0.52082499999999987 0.087485000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020481279505076066 0.0037607066096764547 -0.011939789243851555 leaf_weight=1.0209484247425269 56.538421875057111 2.5341941729384407 leaf_count=38 2296 126 internal_value=0 0.00306585 internal_weight=0 59.0726 internal_count=2460 2422 is_linear=0 shrinkage=0.0204111 Tree=8369 num_leaves=3 num_cat=0 split_feature=44 42 split_gain=1.24321 1.17114 threshold=1.0000000180025095e-35 -0.40186499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043424609178950384 -0.00030164894387251341 4.3700594064719243e-05 leaf_weight=0.72144391812253061 1.6753220081009192 59.174138306913846 leaf_count=8 50 2424 internal_value=0 3.71442e-05 internal_weight=0 59.8956 internal_count=2482 2432 is_linear=0 shrinkage=0.000400217 Tree=8370 num_leaves=4 num_cat=0 split_feature=52 148 52 split_gain=2.04408 2.07299 1.69428 threshold=0.17002500000000001 1.0000000180025095e-35 0.10068500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026417042657196144 -0.020515200442357714 0.018608715510223025 0.011618556728267242 leaf_weight=50.884046250273514 3.2815300779629974 0.58560542762279499 5.4311432041213257 leaf_count=1983 287 3 201 internal_value=0 -0.0142337 0.000902603 internal_weight=0 3.86714 56.3152 internal_count=2474 290 2184 is_linear=0 shrinkage=0.0204111 Tree=8371 num_leaves=4 num_cat=0 split_feature=13 4 1 split_gain=1.77667 1.68816 1.48061 threshold=-0.09194999999999999 0.51087000000000005 0.083670000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026996699896560928 -0.0043754976431779682 0.019307636626159721 0.011115573487127899 leaf_weight=5.8384757253588742 43.453895349711956 1.1819950279896136 7.0287200868297077 leaf_count=161 2041 71 202 internal_value=0 -0.00370161 0.00487771 internal_weight=0 44.6359 12.8672 internal_count=2475 2112 363 is_linear=0 shrinkage=0.0204111 Tree=8372 num_leaves=4 num_cat=0 split_feature=41 3 11 split_gain=1.05114 1.67006 0.709898 threshold=0.079885000000000025 -0.10628499999999998 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0070259212263750256 -0.0031050985624537981 -0.0012042735465156041 -0.022796913379097786 leaf_weight=13.488120212100055 1.9352410916944784 41.878506615551487 1.1941566122477523 leaf_count=256 85 2127 21 internal_value=0 0.000810856 -0.0111473 internal_weight=0 55.3666 3.1294 internal_count=2489 2383 106 is_linear=0 shrinkage=0.0204111 Tree=8373 num_leaves=3 num_cat=0 split_feature=1444 39 split_gain=1.35025 1.25252 threshold=-0.084274999999999989 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019064499390180224 -0.0025543835943372672 0.020125945380597039 leaf_weight=1.164261061210708 57.991213668403361 0.92152833504951459 leaf_count=26 2469 20 internal_value=0 -0.00216211 internal_weight=0 58.9127 internal_count=2515 2489 is_linear=0 shrinkage=0.0204111 Tree=8374 num_leaves=4 num_cat=0 split_feature=160 151 38 split_gain=1.64764 1.92987 1.41651 threshold=-0.097529999999999992 -0.14608999999999997 0.084835000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033284973928259312 4.3188836136418059e-05 -0.00037537361517245673 -0.00029629191162693357 leaf_weight=0.67392674788425244 54.11114880099467 3.0349089677306429 1.9319092328241811 leaf_count=14 2099 338 46 internal_value=0 -0.000240701 3.09189e-05 internal_weight=0 3.70884 56.0431 internal_count=2497 352 2145 is_linear=0 shrinkage=0.000400217 Tree=8375 num_leaves=4 num_cat=0 split_feature=157 33 2 split_gain=1.55699 1.13303 1.00249 threshold=-0.084489999999999996 -1.0000000180025095e-35 0.113445 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039568150516555592 -0.00034143209161824605 3.9245018024899195e-05 0.00018311336206490241 leaf_weight=2.1224172177085161 1.1689787063514803 57.484193061268343 0.53844630870298704 leaf_count=179 28 2269 15 internal_value=0 3.10219e-05 -0.000275893 internal_weight=0 58.6532 2.66086 internal_count=2491 2297 194 is_linear=0 shrinkage=0.000400217 Tree=8376 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=1.81276 3.12101 2.90192 threshold=-0.0087549999999999989 0.12558000000000005 -0.10946999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4494797192732884e-05 0.00029941311582233778 -0.00068246264622009209 -2.3947795647412544e-05 leaf_weight=32.448248992168374 5.7329951348019703 1.2544653777440533 18.505328883065886 leaf_count=1566 76 13 791 internal_value=0 -8.96801e-05 5.35606e-05 internal_weight=0 33.7027 24.2383 internal_count=2446 1579 867 is_linear=0 shrinkage=0.000400217 Tree=8377 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.60054 2.55755 threshold=-0.51412499999999983 -0.26545999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01572356661506558 -0.01100528055688998 0.0019126536751406849 leaf_weight=2.8285855562135103 7.1936121203689245 50.570817206001266 leaf_count=39 198 2223 internal_value=0 0.000285758 internal_weight=0 57.7644 internal_count=2460 2421 is_linear=0 shrinkage=0.0204111 Tree=8378 num_leaves=3 num_cat=0 split_feature=1375 2 split_gain=2.19929 1.4331 threshold=-0.43429999999999996 0.097360000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057939957400768597 -4.8459414082697193e-05 7.615888554392203e-05 leaf_weight=0.93127920222468574 33.26685467452171 26.41771477045836 leaf_count=10 1706 784 internal_value=0 6.73873e-06 internal_weight=0 59.6846 internal_count=2500 2490 is_linear=0 shrinkage=0.000400217 Tree=8379 num_leaves=3 num_cat=0 split_feature=124 480 split_gain=1.29994 1.4309 threshold=0.11040000000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011579667953439776 0.019590347123059348 -0.017479051541426528 leaf_weight=56.972875426993824 1.4293330112122919 1.6576336222597081 leaf_count=2263 24 195 internal_value=0 0.000598739 internal_weight=0 58.6305 internal_count=2482 2458 is_linear=0 shrinkage=0.0204111 Tree=8380 num_leaves=3 num_cat=0 split_feature=483 0 split_gain=1.41377 1.18785 threshold=-0.06916499999999999 0.12113000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043407196259971387 4.5411310796892884e-05 -0.00014566022643793124 leaf_weight=0.97305190283486709 53.723187681468062 5.6607951604819382 leaf_count=157 2204 105 internal_value=0 2.69575e-05 internal_weight=0 59.384 internal_count=2466 2309 is_linear=0 shrinkage=0.000400217 Tree=8381 num_leaves=4 num_cat=0 split_feature=1 132 0 split_gain=2.16287 1.328 0.648243 threshold=0.13130500000000003 0.081240000000000021 -0.10324499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2771435058293912e-05 -1.0615904621784517e-05 0.00020400701139343952 0.00035598409258137778 leaf_weight=50.657290950622155 0.95336499058248581 4.8576785423138054 3.8237028799176178 leaf_count=2057 42 223 134 internal_value=0 6.56959e-06 0.000284254 internal_weight=0 55.515 4.77707 internal_count=2456 2280 176 is_linear=0 shrinkage=0.000400217 Tree=8382 num_leaves=4 num_cat=0 split_feature=42 39 151 split_gain=2.04263 1.62138 1.57982 threshold=-1.0000000180025095e-35 0.16946000000000003 -0.28286499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012892791512074264 -0.017473423727059074 0.019579600247808037 0.0029310189237393073 leaf_weight=6.0241978627582276 1.5203255975502532 0.61535131931304921 51.534306568921238 leaf_count=661 58 2 1726 internal_value=0 -0.00960846 0.00231074 internal_weight=0 6.63955 53.0546 internal_count=2447 663 1784 is_linear=0 shrinkage=0.0204111 Tree=8383 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=2.67845 2.30182 1.63793 threshold=0.10098000000000001 -0.0087049999999999992 0.10255000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0088435537802793712 0.0091991478596276256 0.0017784413562705861 -0.0015208392965036295 leaf_weight=18.483386225199183 14.484184763383384 15.596574855620018 9.9633212863545833 leaf_count=1243 414 608 191 internal_value=0 -0.00399253 0.00484331 internal_weight=0 34.08 24.4475 internal_count=2456 1851 605 is_linear=0 shrinkage=0.0204111 Tree=8384 num_leaves=3 num_cat=0 split_feature=1375 160 split_gain=1.77624 1.34964 threshold=-0.43429999999999996 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058026816329304781 -0.0004171266925174218 -1.987742537032921e-05 leaf_weight=0.84235778241418202 1.2927022239718997 56.232031768369779 leaf_count=8 206 2293 internal_value=0 -2.95974e-05 internal_weight=0 57.5247 internal_count=2507 2499 is_linear=0 shrinkage=0.000400217 Tree=8385 num_leaves=4 num_cat=0 split_feature=11 3 3 split_gain=1.36618 1.65213 0.788216 threshold=0.089270000000000002 -0.10115999999999999 -0.15057499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013902431072311848 -0.00046096577373884288 -1.0813977416911008e-05 -3.0315626420477248e-05 leaf_weight=15.709052812879234 1.3565615334200631 46.168198389636245 1.3004306081420498 leaf_count=270 56 2102 30 internal_value=0 2.74085e-05 -0.000259939 internal_weight=0 61.8773 2.65699 internal_count=2458 2372 86 is_linear=0 shrinkage=0.000400217 Tree=8386 num_leaves=3 num_cat=0 split_feature=1132 1 split_gain=1.18145 1.98061 threshold=-1.0000000180025095e-35 0.13604000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004096235462680968 -4.0732875649478661e-06 0.00032496081168655847 leaf_weight=0.96834688264061597 57.761202068565581 2.9747705706959087 leaf_count=19 2358 141 internal_value=0 1.26107e-05 internal_weight=0 60.736 internal_count=2518 2499 is_linear=0 shrinkage=0.000400217 Tree=8387 num_leaves=4 num_cat=0 split_feature=49 1 41 split_gain=1.29635 2.5271 1.50454 threshold=-0.085949999999999985 0.10954500000000002 0.07831500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017914166623848704 0.0010119487471148506 0.007466736113520449 -0.013052308294534125 leaf_weight=4.6071695673745117 48.259401510805901 2.4222154125454836 3.279050506938801 leaf_count=106 2167 39 112 internal_value=0 -0.00918836 9.07781e-05 internal_weight=0 7.02938 51.5385 internal_count=2424 145 2279 is_linear=0 shrinkage=0.0204111 Tree=8388 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=1.73663 1.75529 threshold=0.084835000000000008 -0.52412999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00038532728290370738 -0.0003633454167444483 6.898146790961333e-06 leaf_weight=1.9202591150533397 1.8454805441215274 57.983140772843399 leaf_count=22 42 2425 internal_value=0 1.97253e-05 internal_weight=0 59.9034 internal_count=2489 2447 is_linear=0 shrinkage=0.000400217 Tree=8389 num_leaves=3 num_cat=0 split_feature=1373 1375 split_gain=1.34644 1.24007 threshold=0.099250000000000019 -0.43150999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016911795746038613 -0.022904074120121687 0.00084994323992128751 leaf_weight=1.5721786210851849 0.94242004828265535 59.192609739006912 leaf_count=14 20 2423 internal_value=0 0.000360131 internal_weight=0 60.7648 internal_count=2457 2437 is_linear=0 shrinkage=0.0204111 Tree=8390 num_leaves=4 num_cat=0 split_feature=3 11 1 split_gain=1.88122 2.91004 1.44003 threshold=-0.097754999999999995 0.081365000000000007 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017873704099186796 -0.00012776787557932189 -0.0002209747375325715 2.0217726497898871e-05 leaf_weight=14.817327380013014 20.504868466016433 3.5250098253250135 21.478741416129196 leaf_count=249 1541 123 586 internal_value=0 0.000101046 -5.22063e-05 internal_weight=0 18.3423 41.9836 internal_count=2499 372 2127 is_linear=0 shrinkage=0.000400217 Tree=8391 num_leaves=4 num_cat=0 split_feature=3 11 3 split_gain=1.22991 1.9088 1.59146 threshold=-0.084024999999999975 0.081365000000000007 -0.075774999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0073479279084488463 -0.012733033089297838 -0.0073120219403946416 -0.00016103575928041092 leaf_weight=17.743781685904199 4.6386657749485485 4.5709063494487046 35.884911731985085 leaf_count=765 656 143 946 internal_value=0 0.00432349 -0.00163125 internal_weight=0 22.3147 40.5236 internal_count=2510 908 1602 is_linear=0 shrinkage=0.0204111 Tree=8392 num_leaves=3 num_cat=0 split_feature=160 484 split_gain=1.61776 1.54622 threshold=-0.40446999999999994 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004178172294820111 -0.00023159998610135287 3.1090817410059604e-05 leaf_weight=1.3103506802553955 3.7257782816486715 55.336552162725638 leaf_count=190 398 1874 internal_value=0 1.41128e-05 internal_weight=0 59.0623 internal_count=2462 2272 is_linear=0 shrinkage=0.000400217 Tree=8393 num_leaves=4 num_cat=0 split_feature=14 402 16 split_gain=1.44536 1.03945 0.023988 threshold=0.076175000000000007 -0.095989999999999978 -0.14289499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037363437919925166 -0.00022608710115262594 4.0448486616742875e-05 -0.00042608273079812806 leaf_weight=0.87565795738009811 0.70028075067966711 60.351296891041784 0.77029061518169217 leaf_count=174 32 2241 47 internal_value=0 3.38551e-05 -0.00035358 internal_weight=0 61.227 1.47057 internal_count=2494 2415 79 is_linear=0 shrinkage=0.000400217 Tree=8394 num_leaves=4 num_cat=0 split_feature=52 42 51 split_gain=2.57945 1.57372 1.34376 threshold=0.18635500000000002 -0.0044549999999999998 -0.39981499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014391290550595906 0.00031223279514215857 5.2579852333387868e-05 -0.00041982194311627682 leaf_weight=7.3930870437720833 0.37938142940402064 50.198969298752672 2.9578850906054859 leaf_count=625 3 1543 282 internal_value=0 2.71258e-05 -0.000329168 internal_weight=0 57.5921 3.33727 internal_count=2453 2168 285 is_linear=0 shrinkage=0.000400217 Tree=8395 num_leaves=4 num_cat=0 split_feature=11 1456 1 split_gain=1.46774 1.51571 0.477383 threshold=0.087830000000000005 -1.0000000180025095e-35 0.11249000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019859384000248469 -0.020958396067188224 0.0021357871313476243 -0.0036689642621982308 leaf_weight=1.2244766075677933 1.4590194028960461 56.965413484650526 1.2528865239582954 leaf_count=213 63 2192 30 internal_value=0 0.0016357 -0.013433 internal_weight=0 58.1899 2.71191 internal_count=2498 2405 93 is_linear=0 shrinkage=0.0204111 Tree=8396 num_leaves=4 num_cat=0 split_feature=0 2 16 split_gain=2.01291 2.25951 2.22423 threshold=-0.075379999999999989 0.097995000000000013 -0.54135999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001426674381730606 -0.0006342297117333084 6.233414475550953e-05 0.00010430842410128128 leaf_weight=21.811397428777582 0.56050321029033767 14.098991308571383 24.592113501406857 leaf_count=1363 10 345 769 internal_value=0 -6.2237e-05 8.51129e-05 internal_weight=0 35.9104 25.1526 internal_count=2487 1708 779 is_linear=0 shrinkage=0.000400217 Tree=8397 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=1.438 2.16953 threshold=0.27190000000000009 -0.21368999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002705927904597055 -0.00031505335099398375 -3.6259255377849633e-06 leaf_weight=4.9327478116338161 2.0203509092843879 55.024972112386422 leaf_count=111 45 2281 internal_value=0 1.93965e-05 internal_weight=0 59.9577 internal_count=2437 2392 is_linear=0 shrinkage=0.000400217 Tree=8398 num_leaves=4 num_cat=0 split_feature=160 454 15 split_gain=1.46068 1.38675 0.0897102 threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.10753999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.4457833803810414e-05 -0.00031505436604747873 3.5902443019499723e-05 -0.00041960200952528669 leaf_weight=0.23882233733456804 1.7491721629121446 58.575693748120102 1.1478659949837027 leaf_count=14 54 2234 174 internal_value=0 2.51613e-05 -0.000374845 internal_weight=0 60.3249 1.38669 internal_count=2476 2288 188 is_linear=0 shrinkage=0.000400217 Tree=8399 num_leaves=4 num_cat=0 split_feature=4 52 133 split_gain=1.28507 2.39313 1.11227 threshold=-0.4214949999999999 0.11110500000000002 -0.39935999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018356281124022912 -0.021862095221967442 0.011534595927876472 0.0016970884865589633 leaf_weight=3.5288935561693497 0.73615863829763739 1.5192552982771301 54.871457203025784 leaf_count=131 126 15 2193 internal_value=0 -0.00930544 0.0013419 internal_weight=0 5.04815 55.6076 internal_count=2465 146 2319 is_linear=0 shrinkage=0.0204111 Tree=8400 num_leaves=4 num_cat=0 split_feature=14 156 15 split_gain=1.22209 1.12339 0.160871 threshold=0.062655000000000016 -1.0000000180025095e-35 -0.14670999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038011004887261973 -0.00014612547532511191 1.1076510887588702e-05 -0.00043191411844566819 leaf_weight=1.0879015415625861 0.67094360874034464 58.673866062425077 0.9962403255412926 leaf_count=131 13 2295 74 internal_value=0 3.25785e-06 -0.000333335 internal_weight=0 59.7618 1.66718 internal_count=2513 2426 87 is_linear=0 shrinkage=0.000400217 Tree=8401 num_leaves=4 num_cat=0 split_feature=1213 0 475 split_gain=1.64856 1.46166 0.843507 threshold=-1.0000000180025095e-35 0.13495500000000002 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029413767342219901 3.415714138012876e-05 -0.00019117932636350234 -0.00041016690002310645 leaf_weight=0.23084923624992404 48.971485570006735 4.9772989832854355 2.0305240735660837 leaf_count=1 2014 60 385 internal_value=0 1.30148e-05 -0.000327784 internal_weight=0 53.9488 2.26137 internal_count=2460 2074 386 is_linear=0 shrinkage=0.000400217 Tree=8402 num_leaves=4 num_cat=0 split_feature=41 160 4 split_gain=1.20646 1.19523 0.995151 threshold=1.0000000180025095e-35 -0.40446999999999994 0.40473500000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018728966143623422 -0.018934741462764238 0.00076609419313419694 0.0010702161948505748 leaf_weight=1.2301945522490303 2.4672563208678175 54.934718138656081 1.712291796429781 leaf_count=179 105 2166 29 internal_value=0 0.000302675 -0.0109249 internal_weight=0 56.1649 4.17955 internal_count=2479 2345 134 is_linear=0 shrinkage=0.0204111 Tree=8403 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=1.43763 1.53928 1.47523 threshold=-0.047889999999999995 -0.088284999999999988 -0.083389999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1939828068994007e-06 8.0702849321320712e-05 0.00022375288466565564 -7.9319325668686968e-05 leaf_weight=10.870887690588008 13.982282112679966 9.3885301002101169 26.633609518862613 leaf_count=519 580 215 1143 internal_value=0 0.000106072 -2.41602e-05 internal_weight=0 20.2594 40.6159 internal_count=2457 734 1723 is_linear=0 shrinkage=0.000400217 Tree=8404 num_leaves=4 num_cat=0 split_feature=42 49 39 split_gain=1.49578 2.68086 1.55472 threshold=0.091735000000000025 -0.015974999999999996 0.093225000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.0560753209392127e-05 0.00017861567807035539 -0.00036136723381995317 -0.00024831290868754371 leaf_weight=46.035395804059817 2.0817485812003724 4.497673751500769 3.3290416845829887 leaf_count=1826 53 459 86 internal_value=0 -0.000190385 1.12347e-05 internal_weight=0 6.57942 49.3644 internal_count=2424 512 1912 is_linear=0 shrinkage=0.000400217 Tree=8405 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=1.39441 1.22527 threshold=0.30863500000000005 -0.51412499999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011887175683758321 0.019367030807509549 -0.0010906574576621531 leaf_weight=3.0953667905578177 1.4173439578080422 54.989039841058229 leaf_count=42 95 2331 internal_value=0 -0.000377518 internal_weight=0 58.0844 internal_count=2468 2373 is_linear=0 shrinkage=0.0204111 Tree=8406 num_leaves=4 num_cat=0 split_feature=1 1 0 split_gain=1.60596 2.48567 1.14645 threshold=0.11332500000000002 0.11189500000000001 -0.18113999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6565888472714595e-06 -0.00011125429858327225 -0.00048612888017206631 0.00019543493094514476 leaf_weight=44.146169638532456 2.3157227680931092 1.6521251431549888 10.487576032078321 leaf_count=2045 34 18 325 internal_value=0 -2.02764e-05 0.000139481 internal_weight=0 45.7983 12.8033 internal_count=2422 2063 359 is_linear=0 shrinkage=0.000400217 Tree=8407 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=1.3331 2.69198 2.03926 threshold=-0.084024999999999975 -0.084169999999999981 -0.062574999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034311801098854929 -0.016482315432475865 0.032254274264275157 0.00046160716242116381 leaf_weight=16.936597709499441 3.0934240017568291 1.3593243692303065 38.466167836513478 leaf_count=717 464 11 1238 internal_value=0 0.0057558 -0.000840485 internal_weight=0 18.2959 41.5596 internal_count=2430 728 1702 is_linear=0 shrinkage=0.0204111 Tree=8408 num_leaves=4 num_cat=0 split_feature=1 49 0 split_gain=1.69275 1.6913 0.693392 threshold=0.11588000000000001 -0.11612499999999999 -0.053439999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014454285932698364 0.012463256949280927 0.000818487849691048 0.0011907284233800132 leaf_weight=3.1314738984583519 6.988768078315843 43.892572417683141 3.3814970859220903 leaf_count=79 197 2060 126 internal_value=0 -0.000230491 0.00883954 internal_weight=0 47.024 10.3703 internal_count=2462 2139 323 is_linear=0 shrinkage=0.0204111 Tree=8409 num_leaves=4 num_cat=0 split_feature=3 3 151 split_gain=1.82128 2.89082 1.82034 threshold=-0.10373499999999998 -0.075774999999999981 -0.084129999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025732086053187439 -0.00028898953632574198 -1.840029051781096e-05 0.00013304746227942163 leaf_weight=2.0755592258383357 7.5975666449626251 35.289490199193096 15.50178655122181 leaf_count=35 1214 949 292 internal_value=0 -6.69637e-05 8.56152e-05 internal_weight=0 42.8871 17.5773 internal_count=2490 2163 327 is_linear=0 shrinkage=0.000400217 Tree=8410 num_leaves=4 num_cat=0 split_feature=150 49 15 split_gain=2.29563 2.13421 2.09904 threshold=0.081245000000000026 -0.0058449999999999986 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025625004180368526 0.0002374035142642347 -1.071989768814739e-06 -0.00011492093584959353 leaf_weight=5.9792860097622897 10.566579162110427 38.009317821169134 3.5525083569955305 leaf_count=201 205 1894 114 internal_value=0 -3.63204e-05 0.000148548 internal_weight=0 43.9886 14.1191 internal_count=2414 2095 319 is_linear=0 shrinkage=0.000400217 Tree=8411 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=1.40865 1.79995 threshold=0.10386000000000002 0.17646500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.8663744812385804e-06 -0.00039273294463826525 0.00031550324266494789 leaf_weight=57.91606298693182 1.2430228416578746 3.0172213679243205 leaf_count=2344 30 111 internal_value=0 1.9848e-05 internal_weight=0 60.9333 internal_count=2485 2455 is_linear=0 shrinkage=0.000400217 Tree=8412 num_leaves=3 num_cat=0 split_feature=1132 1 split_gain=1.40921 1.90568 threshold=-1.0000000180025095e-35 0.13130500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043025869833420176 4.022579112470226e-06 0.0002681345573207758 leaf_weight=0.99761995003791426 55.24560630744304 4.6406840080226166 leaf_count=19 2259 175 internal_value=0 2.49512e-05 internal_weight=0 59.8863 internal_count=2453 2434 is_linear=0 shrinkage=0.000400217 Tree=8413 num_leaves=3 num_cat=0 split_feature=4 482 split_gain=1.25419 1.2311 threshold=0.50657000000000008 0.090355000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.5115594147334495e-06 0.0003626068439817183 -0.00039332898563261624 leaf_weight=59.27805243074954 1.4577510952221917 1.1348401674422337 leaf_count=2241 117 97 internal_value=0 2.49417e-07 internal_weight=0 60.4129 internal_count=2455 2338 is_linear=0 shrinkage=0.000400217 Tree=8414 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=1.26519 3.24951 2.50496 threshold=-0.10373499999999998 -0.077774999999999983 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3340296292666852e-06 -0.00027836567054453627 1.1164428560757915e-05 0.00037499309151670584 leaf_weight=13.211261972347986 7.3847846516578093 36.101718081667059 3.7181943750474593 leaf_count=298 1144 1014 37 internal_value=0 -3.85916e-05 9.00158e-05 internal_weight=0 43.4865 16.9295 internal_count=2493 2158 335 is_linear=0 shrinkage=0.000400217 Tree=8415 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=1.27877 3.55982 1.3868 threshold=0.077765000000000015 -0.029219999999999999 0.097665000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8076591172524343e-05 5.7575894075849905e-05 -0.00035306625836953944 -0.00010224775548779576 leaf_weight=11.769300006121741 31.855733640341896 6.2646800144184445 11.83528114090768 leaf_count=718 935 620 248 internal_value=0 -0.000112235 1.41312e-05 internal_weight=0 18.034 43.691 internal_count=2521 1338 1183 is_linear=0 shrinkage=0.000400217 Tree=8416 num_leaves=3 num_cat=0 split_feature=376 3 split_gain=1.34632 1.4979 threshold=0.088470000000000007 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.6385789110569199e-05 0.00034093420106469981 -5.1123494950473976e-05 leaf_weight=14.788833169308417 1.6649353790926387 42.308352962796562 leaf_count=275 47 2143 internal_value=0 -1.2803e-05 internal_weight=0 57.0972 internal_count=2465 2418 is_linear=0 shrinkage=0.000400217 Tree=8417 num_leaves=4 num_cat=0 split_feature=14 4 2 split_gain=1.42146 1.16281 0.100714 threshold=0.076175000000000007 -0.4214949999999999 0.085805000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082975355000523814 -0.027691254017992818 0.0013478484242318257 -0.011742452696517124 leaf_weight=5.6343440415657815 0.5716886925183633 55.417256815013843 0.59776966896606609 leaf_count=158 37 2243 41 internal_value=0 0.000444133 -0.0212774 internal_weight=0 61.0516 1.16946 internal_count=2479 2401 78 is_linear=0 shrinkage=0.0204111 Tree=8418 num_leaves=3 num_cat=0 split_feature=16 16 split_gain=1.08287 1.28011 threshold=-0.55433999999999994 -0.54225499999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024127663200907604 0.01462056058126044 -0.00033796729694010775 leaf_weight=0.65529696974772278 2.3729580895742393 58.259014447652589 leaf_count=27 43 2431 internal_value=0 0.000273336 internal_weight=0 60.632 internal_count=2501 2474 is_linear=0 shrinkage=0.0204111 Tree=8419 num_leaves=3 num_cat=0 split_feature=156 52 split_gain=1.07131 1.08903 threshold=-1.0000000180025095e-35 -0.081449999999999981 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037550359966240308 0.0001196197075841185 -6.1004768477220895e-06 leaf_weight=0.97749583847030308 14.556975558897646 44.525481093035978 leaf_count=137 542 1755 internal_value=0 2.50426e-05 internal_weight=0 59.0825 internal_count=2434 2297 is_linear=0 shrinkage=0.000400217 Tree=8420 num_leaves=3 num_cat=0 split_feature=146 0 split_gain=1.36863 1.34261 threshold=0.086030000000000009 0.37339500000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.9967054018614666e-06 -0.00043043178929616158 -0.00043131773204696251 leaf_weight=56.423880048155752 1.0940917507396068 1.0194467813707877 leaf_count=2410 18 11 internal_value=0 3.58562e-07 internal_weight=0 57.4433 internal_count=2439 2421 is_linear=0 shrinkage=0.000400217 Tree=8421 num_leaves=4 num_cat=0 split_feature=1213 43 1209 split_gain=1.77298 1.75081 0.366145 threshold=-1.0000000180025095e-35 0.0015850000000000003 0.091400000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020974206706568563 -2.6036102000707938e-05 0.0096275530676538639 0.0018640716264158716 leaf_weight=1.7029899490198652 48.714170166203075 9.213200401421771 0.32794759806711216 leaf_count=337 1755 323 46 internal_value=0 0.00152495 -0.0173817 internal_weight=0 57.9274 2.03094 internal_count=2461 2078 383 is_linear=0 shrinkage=0.0204111 Tree=8422 num_leaves=4 num_cat=0 split_feature=42 156 12 split_gain=1.28958 1.28873 0.290185 threshold=-0.108275 -1.0000000180025095e-35 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012713179962983468 -0.00037832633288037399 4.9274753583159812e-05 -0.00043566975688546491 leaf_weight=1.246367946674581 1.0406428979315467 57.441752193943103 0.86877508414636384 leaf_count=30 119 2210 117 internal_value=0 4.09576e-05 -0.000269393 internal_weight=0 58.4824 2.11514 internal_count=2476 2329 147 is_linear=0 shrinkage=0.000400217 Tree=8423 num_leaves=3 num_cat=0 split_feature=31 133 split_gain=1.18254 1.11677 threshold=-1.0000000180025095e-35 0.11253500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039894243910711444 1.1501294475705728e-06 -0.00036332624195599948 leaf_weight=1.0590397436808405 59.569156045776253 1.2656895148811589 leaf_count=70 2090 288 internal_value=0 -7.08647e-06 internal_weight=0 60.8348 internal_count=2448 2378 is_linear=0 shrinkage=0.000400217 Tree=8424 num_leaves=4 num_cat=0 split_feature=4 49 1 split_gain=1.66717 2.35057 2.04487 threshold=0.0063750000000000013 0.094445000000000015 0.079805000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0063495764905035093 -0.0099330295330538453 0.011111569298905052 0.0053634840338485463 leaf_weight=26.055435645497258 4.2566396732272578 3.5577828145326285 21.885770129476441 leaf_count=1586 244 164 440 internal_value=0 -0.00421781 0.00284109 internal_weight=0 29.6132 26.1424 internal_count=2434 1750 684 is_linear=0 shrinkage=0.0204111 Tree=8425 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=1.60337 1.78212 threshold=0.12879500000000002 -0.10674499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.8807960406082928e-05 -0.0002643901644708222 -5.4831047674341346e-05 leaf_weight=24.651492319478166 3.5610228789937528 31.240638404122819 leaf_count=424 72 1970 internal_value=0 8.57252e-06 internal_weight=0 55.8921 internal_count=2466 2394 is_linear=0 shrinkage=0.000400217 Tree=8426 num_leaves=4 num_cat=0 split_feature=480 1429 2 split_gain=1.20161 1.11046 0.194192 threshold=0.085075000000000026 -1.0000000180025095e-35 0.11665000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019450108082531063 -0.020467171324685802 0.0013555204693787783 -0.0029891161979955444 leaf_weight=0.97628838941636686 1.1637311918748299 60.304555148774853 0.38830686249457347 leaf_count=108 171 2169 25 internal_value=0 0.00098919 -0.0165897 internal_weight=0 61.2808 1.55204 internal_count=2473 2277 196 is_linear=0 shrinkage=0.0204111 Tree=8427 num_leaves=4 num_cat=0 split_feature=42 157 2 split_gain=1.50856 1.42498 0.279616 threshold=-0.108275 -0.083944999999999978 0.097180000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020261732917257129 -0.012829992890599669 0.0023781562510486751 -0.0053060078898041043 leaf_weight=1.385357013913562 2.5822043903210661 54.781777751150457 0.95744189208198793 leaf_count=103 196 2131 50 internal_value=0 0.00166991 -0.0146705 internal_weight=0 57.364 2.3428 internal_count=2480 2327 153 is_linear=0 shrinkage=0.0204111 Tree=8428 num_leaves=3 num_cat=0 split_feature=47 44 split_gain=1.2788 1.48564 threshold=0.12431000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010622846358855304 -0.012061700263760383 -0.023089137128055923 leaf_weight=54.583904954103673 3.4252155918657072 0.97020373950363037 leaf_count=2388 73 33 internal_value=0 0.000594908 internal_weight=0 55.5541 internal_count=2494 2421 is_linear=0 shrinkage=0.0204111 Tree=8429 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=1.18219 1.25635 threshold=-0.036024999999999995 0.089810000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020227333056280942 -0.0057338405184156963 0.00043175644459073526 leaf_weight=0.90743326619121845 22.329097123258634 35.591639977625618 leaf_count=66 1299 1146 internal_value=0 -0.00195163 internal_weight=0 57.9207 internal_count=2511 2445 is_linear=0 shrinkage=0.0204111 Tree=8430 num_leaves=4 num_cat=0 split_feature=1 4 1 split_gain=1.72329 4.37181 1.32118 threshold=0.077765000000000015 -0.029219999999999999 0.078165000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2473976626992775e-06 0.00044360905724537427 -0.00043381970763771465 -2.1536610696660452e-06 leaf_weight=10.659613262914265 0.98127615381963451 5.3959381485096847 41.179956511553428 leaf_count=684 4 601 1175 internal_value=0 -0.000144296 9.36868e-06 internal_weight=0 16.0556 42.1612 internal_count=2464 1285 1179 is_linear=0 shrinkage=0.000400217 Tree=8431 num_leaves=4 num_cat=0 split_feature=13 160 2 split_gain=1.42219 1.38132 0.347869 threshold=-0.42441999999999996 -0.091944999999999985 0.10866500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019851438537076636 -0.0097108807885069141 0.0016922392214814943 -0.0060434311378023053 leaf_weight=1.519004834319275 4.7289368553501836 51.544357058769492 1.6917682357243391 leaf_count=30 352 1997 48 internal_value=0 0.000716595 -0.0130248 internal_weight=0 56.2733 3.21077 internal_count=2427 2349 78 is_linear=0 shrinkage=0.0204111 Tree=8432 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=1.13301 1.31851 threshold=-0.40186499999999997 0.088470000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043607457137163826 5.357940596686678e-06 0.00036169373177762218 leaf_weight=0.79149206688998575 58.741285100531741 1.5998763624083938 leaf_count=9 2425 49 internal_value=0 1.54582e-05 internal_weight=0 60.3412 internal_count=2483 2474 is_linear=0 shrinkage=0.000400217 Tree=8433 num_leaves=4 num_cat=0 split_feature=52 376 39 split_gain=1.64302 1.49491 0.575902 threshold=-0.24861499999999997 0.088470000000000007 0.15438500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017716179174269209 0.0014934261519824693 0.019876805459371229 0.0069132390240282428 leaf_weight=2.2980186926588426 56.336227402971645 1.7946675092152862 0.41082681249827135 leaf_count=273 2132 50 3 internal_value=0 0.00209809 -0.0138547 internal_weight=0 58.1309 2.70885 internal_count=2458 2182 276 is_linear=0 shrinkage=0.0204111 Tree=8434 num_leaves=3 num_cat=0 split_feature=2 31 split_gain=1.10007 1.14243 threshold=0.16826500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039460232614275975 0.00033432509306256163 -2.6847392675564179e-05 leaf_weight=0.93697420754324312 1.3300970655272966 58.376752503976604 leaf_count=67 63 2322 internal_value=0 -1.94588e-05 internal_weight=0 59.3137 internal_count=2452 2389 is_linear=0 shrinkage=0.000400217 Tree=8435 num_leaves=4 num_cat=0 split_feature=16 0 42 split_gain=1.60745 3.11889 1.40045 threshold=0.0051750000000000008 0.21217000000000003 -0.40186499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4635673229522004e-06 -0.00043214299749757439 -0.00070105203571140461 0.00013549847504955076 leaf_weight=43.024818626710612 0.61629438586533325 0.95224818380665865 18.408330321495669 leaf_count=1844 6 14 638 internal_value=0 -2.42243e-05 0.000114689 internal_weight=0 43.9771 19.0246 internal_count=2502 1858 644 is_linear=0 shrinkage=0.000400217 Tree=8436 num_leaves=4 num_cat=0 split_feature=42 3 52 split_gain=1.33463 1.72322 1.18487 threshold=-0.0044549999999999998 0.0059200000000000008 -0.51498499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025024757362875717 -0.00036645127969902236 0.00018052107333247575 6.2878920595913496e-05 leaf_weight=5.1149265294275201 0.94004854918602987 1.9864823044626971 52.603530342038539 leaf_count=663 163 23 1628 internal_value=0 -0.000128817 5.45923e-05 internal_weight=0 7.10141 53.5436 internal_count=2477 686 1791 is_linear=0 shrinkage=0.000400217 Tree=8437 num_leaves=4 num_cat=0 split_feature=4 4 12 split_gain=1.09701 2.46785 2.22508 threshold=-0.0016099999999999997 0.005935000000000001 0.09864500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0036083177844959467 -0.020029071442400129 -0.0013169940013696344 -0.016761491181686943 leaf_weight=29.091846445833884 3.1976103631350297 26.221730583959015 2.3085439288615808 leaf_count=1399 138 718 196 internal_value=0 -0.00341905 0.0020565 internal_weight=0 29.4193 31.4004 internal_count=2451 856 1595 is_linear=0 shrinkage=0.0204111 Tree=8438 num_leaves=4 num_cat=0 split_feature=147 484 4 split_gain=1.14588 1.27858 1.16187 threshold=0.08598500000000002 0.097280000000000019 0.04735000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047919471747123158 -0.00094415060043734095 -0.021181599906593289 0.01881365144886429 leaf_weight=52.579647519576838 2.3772865603023083 1.1611680697237705 2.4568715455243364 leaf_count=2212 72 128 55 internal_value=0 -0.000969617 0.00929597 internal_weight=0 53.7408 4.83416 internal_count=2467 2340 127 is_linear=0 shrinkage=0.0204111 Tree=8439 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=1.12224 1.33715 threshold=-0.40186499999999997 0.12337000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043685410574594382 -5.6107211143601741e-06 0.00017581688917592966 leaf_weight=0.77606410160660644 53.793283617534598 7.2892189095146014 leaf_count=7 2241 229 internal_value=0 1.63218e-05 internal_weight=0 61.0825 internal_count=2477 2470 is_linear=0 shrinkage=0.000400217 Tree=8440 num_leaves=4 num_cat=0 split_feature=157 0 475 split_gain=1.14075 2.45371 1.75114 threshold=-0.07686999999999998 -0.097899999999999987 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016362424978680717 -0.020585821449572828 -0.0065881013973873061 -0.00024437196203537238 leaf_weight=4.7805698016854876 1.7156570918868954 3.1356746684805321 50.065694792157956 leaf_count=51 186 243 1976 internal_value=0 0.00730648 -0.000961302 internal_weight=0 7.91624 51.7814 internal_count=2456 294 2162 is_linear=0 shrinkage=0.0204111 Tree=8441 num_leaves=4 num_cat=0 split_feature=1 151 4 split_gain=1.75008 1.68758 1.57285 threshold=0.094405000000000003 -0.27336999999999995 -0.026489999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027633343348768113 -0.017210803684680798 0.0062543849067961373 -0.0064701331855407792 leaf_weight=14.962031822919473 1.2358580975560496 26.226661903083368 15.590212508241164 leaf_count=972 22 699 781 internal_value=0 0.00513282 -0.00195474 internal_weight=0 27.4625 30.5522 internal_count=2474 721 1753 is_linear=0 shrinkage=0.0204111 Tree=8442 num_leaves=4 num_cat=0 split_feature=128 1373 1 split_gain=1.49143 1.5297 0.0224083 threshold=0.085185000000000025 0.099250000000000019 0.118385 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001836214213451139 -0.020905930841021807 -0.022886043808315524 -0.0085911667318644327 leaf_weight=57.542300667609652 1.1057942905576954 0.95031558359914825 0.30649681173963461 leaf_count=2311 162 16 14 internal_value=0 0.0013916 -0.0190608 internal_weight=0 58.4926 1.41229 internal_count=2503 2327 176 is_linear=0 shrinkage=0.0204111 Tree=8443 num_leaves=4 num_cat=0 split_feature=133 1374 1 split_gain=1.43286 1.10844 0.290452 threshold=0.11253500000000001 0.093235000000000012 0.11224000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1288822839839851e-05 -0.00042440998771074798 -0.00028536522281795987 8.9066328835999518e-05 leaf_weight=58.363343714514485 1.1793599111979336 1.4995393782373856 0.16412388112075849 leaf_count=2117 291 38 23 internal_value=0 4.23388e-05 -0.000359656 internal_weight=0 59.8629 1.34348 internal_count=2469 2155 314 is_linear=0 shrinkage=0.000400217 Tree=8444 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=2.74375 3.34517 1.47818 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.10161999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033184554280070504 0.00010628583761581986 2.8026353577999909e-05 -4.745334499494082e-05 leaf_weight=8.080510210237664 24.116752475729754 8.3258192812509133 16.991487598781532 leaf_count=977 393 263 810 internal_value=0 -0.000150267 4.27837e-05 internal_weight=0 16.4063 41.1082 internal_count=2443 1240 1203 is_linear=0 shrinkage=0.000400217 Tree=8445 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.95723 3.57947 1.80422 threshold=-0.10674499999999999 -0.074664999999999995 -0.017214999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.2768312296447963e-06 -0.00028434106672512436 7.166559162585005e-06 0.00021930554613927602 leaf_weight=18.104164977025906 9.3120847943578138 23.733060696586108 8.6076747322113061 leaf_count=322 1273 755 134 internal_value=0 -7.56627e-05 6.97437e-05 internal_weight=0 33.0451 26.7118 internal_count=2484 2028 456 is_linear=0 shrinkage=0.000400217 Tree=8446 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=1.16529 1.30171 threshold=-1.0000000180025095e-35 0.093750000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020013282700900571 0.00076001306782470866 -0.020538618333164529 leaf_weight=1.1666607522420225 56.756580182236121 1.1092114839848353 leaf_count=17 2427 31 internal_value=0 0.00031287 internal_weight=0 57.8658 internal_count=2475 2458 is_linear=0 shrinkage=0.0204111 Tree=8447 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=1.70101 1.30194 threshold=-0.47860499999999995 -0.046074999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01495356385229463 -0.022751665740835546 0.00068611902505696975 leaf_weight=3.3787800822265117 0.89277641786611539 57.129560376499285 leaf_count=68 27 2413 internal_value=0 0.000282362 internal_weight=0 58.0223 internal_count=2508 2440 is_linear=0 shrinkage=0.0204111 Tree=8448 num_leaves=4 num_cat=0 split_feature=3 457 12 split_gain=1.40683 1.40959 0.958795 threshold=0.18307500000000002 -0.0046349999999999994 -0.051479999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016855246319186429 -2.6221807183860962e-05 4.2323168670837688e-05 0.00043471000122425626 leaf_weight=5.501365508305752 1.038885546439815 53.194797684579726 2.1758673309377619 leaf_count=193 53 2171 66 internal_value=0 2.22753e-05 0.000289885 internal_weight=0 58.6962 3.21475 internal_count=2483 2364 119 is_linear=0 shrinkage=0.000400217 Tree=8449 num_leaves=3 num_cat=0 split_feature=48 130 split_gain=1.58276 1.63186 threshold=0.12879500000000002 -0.088604999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024090146520415547 -0.014303795789568557 0.0012910726191038898 leaf_weight=0.96448999345011444 2.9399064376893866 53.963800788101707 leaf_count=68 60 2328 internal_value=0 0.000797302 internal_weight=0 54.9283 internal_count=2456 2396 is_linear=0 shrinkage=0.0204111 Tree=8450 num_leaves=4 num_cat=0 split_feature=42 43 150 split_gain=1.41688 2.64492 2.09711 threshold=0.07443000000000001 -0.49772999999999995 0.094365000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011508832940749776 0.015492971770401784 -0.00719580030962968 0.014512090891920267 leaf_weight=36.754263085460479 2.389036422828215 14.906369771602838 5.5383004776317639 leaf_count=1169 19 1181 87 internal_value=0 -0.00398228 0.00293426 internal_weight=0 17.2954 42.2926 internal_count=2456 1200 1256 is_linear=0 shrinkage=0.0204111 Tree=8451 num_leaves=4 num_cat=0 split_feature=3 47 13 split_gain=1.6487 1.32063 0.969124 threshold=0.18307500000000002 0.11893500000000001 -0.5356749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041667253641629098 -0.0018327746667903906 -0.012240139298237201 0.022123842898137978 leaf_weight=52.049447816491465 1.0061331155302471 3.5647782899577569 2.1083660776384923 leaf_count=2264 20 77 98 internal_value=0 -0.000417571 0.0145897 internal_weight=0 55.6142 3.1145 internal_count=2459 2341 118 is_linear=0 shrinkage=0.0204111 Tree=8452 num_leaves=3 num_cat=0 split_feature=3 14 split_gain=2.09272 1.38248 threshold=-0.24509499999999998 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019716652480441018 0.00091573357540706733 -0.018508009177279971 leaf_weight=2.3214467263605902 57.0241891470464 1.4565878094826974 leaf_count=32 2363 78 internal_value=0 0.000397501 internal_weight=0 58.4808 internal_count=2473 2441 is_linear=0 shrinkage=0.0204111 Tree=8453 num_leaves=4 num_cat=0 split_feature=1375 1429 3 split_gain=1.29923 1.34289 1.18192 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.094415000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0208633291649108 -0.022727980722510355 0.0009848953692492841 0.0026008434969034509 leaf_weight=2.2070973233203399 0.90151500582214694 54.496844951532694 1.4191024686442686 leaf_count=85 122 2259 18 internal_value=0 0.000553943 -0.0118778 internal_weight=0 55.3984 3.6262 internal_count=2484 2381 103 is_linear=0 shrinkage=0.0204111 Tree=8454 num_leaves=3 num_cat=0 split_feature=1444 13 split_gain=1.24687 1.36847 threshold=-0.084274999999999989 -0.09194999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019089863643446284 0.003892927551690331 -0.0033180235943501969 leaf_weight=1.1340888094855461 14.441296495228924 44.433761736886026 leaf_count=26 366 2075 internal_value=0 -0.00154524 internal_weight=0 58.8751 internal_count=2467 2441 is_linear=0 shrinkage=0.0204111 Tree=8455 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=2.50301 1.6135 threshold=0.21217000000000003 -0.35011499999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0097740393555811288 -0.023389997082634811 0.0015597459978026818 leaf_weight=5.7392178265727116 1.8002007546456287 49.428545058382952 leaf_count=168 20 2284 internal_value=0 0.00036326 internal_weight=0 55.1678 internal_count=2472 2452 is_linear=0 shrinkage=0.0204111 Tree=8456 num_leaves=4 num_cat=0 split_feature=157 12 130 split_gain=1.27793 2.11534 2.03887 threshold=-0.077234999999999984 0.083325000000000024 -0.0020949999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029573734492910635 -0.00033839756221917415 -0.00017502400779570014 1.6483177818350881e-06 leaf_weight=5.1615871997273635 2.8833717246980077 2.0666236687100081 49.434722367842369 leaf_count=78 221 217 1969 internal_value=0 0.000160525 -1.7775e-05 internal_weight=0 7.22821 52.3181 internal_count=2485 295 2190 is_linear=0 shrinkage=0.000400217 Tree=8457 num_leaves=4 num_cat=0 split_feature=52 52 124 split_gain=1.25112 2.49751 1.40447 threshold=-0.08130999999999998 -0.087789999999999993 0.11040000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051421304490009288 -0.0033427585741550021 0.018471965564982675 0.020326629398499458 leaf_weight=12.404424460463817 41.994923983315857 3.6475929469161192 0.96060880861477826 leaf_count=541 1821 74 13 internal_value=0 0.0038982 -0.00276197 internal_weight=0 16.052 42.9555 internal_count=2449 615 1834 is_linear=0 shrinkage=0.0204111 Tree=8458 num_leaves=3 num_cat=0 split_feature=48 44 split_gain=1.70848 1.90949 threshold=0.12879500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014010107080041818 -0.013714205003859488 -0.025388579563887764 leaf_weight=52.94865331265737 3.4692456162358658 1.0202505851339072 leaf_count=2335 67 32 internal_value=0 0.000843054 internal_weight=0 53.9689 internal_count=2434 2367 is_linear=0 shrinkage=0.0204111 Tree=8459 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.35625 3.62706 3.03153 threshold=-0.13647999999999996 -0.075434999999999988 0.12649500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014451371252179821 -0.00018891668368431979 5.8851967766074285e-05 -0.00033059379282073692 leaf_weight=18.16335002104643 15.37356820210857 24.240579189261553 2.3311839794146172 leaf_count=312 1388 768 25 internal_value=0 -3.75642e-05 8.89692e-05 internal_weight=0 39.6141 20.4945 internal_count=2493 2156 337 is_linear=0 shrinkage=0.000400217 Tree=8460 num_leaves=3 num_cat=0 split_feature=0 160 split_gain=1.52337 1.76939 threshold=-0.23078999999999997 0.11281500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00022695009943551501 1.8566466817827251e-05 -0.00036659679669672797 leaf_weight=5.3153412534884401 52.305759924669701 1.8707188100206611 leaf_count=63 2252 117 internal_value=0 4.53808e-06 internal_weight=0 54.1765 internal_count=2432 2369 is_linear=0 shrinkage=0.000400217 Tree=8461 num_leaves=4 num_cat=0 split_feature=159 159 1 split_gain=1.25243 1.53616 0.906179 threshold=0.099565000000000015 0.087995000000000004 0.111945 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3627562744516266e-06 -0.00035362648241265177 0.00026231244385743969 0.00010009214172834925 leaf_weight=54.040716441569657 2.404378464161709 3.7925219285639278 0.92158105967428117 leaf_count=2156 156 85 93 internal_value=0 1.98834e-05 -0.000228741 internal_weight=0 57.8332 3.32596 internal_count=2490 2241 249 is_linear=0 shrinkage=0.000400217 Tree=8462 num_leaves=3 num_cat=0 split_feature=44 456 split_gain=1.35442 1.22075 threshold=1.0000000180025095e-35 0.085215000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6027784603355592e-05 -0.00035538064318229543 -0.00023325529663143968 leaf_weight=57.401965382201297 1.4388346383057058 2.7181029210405532 leaf_count=2275 42 157 internal_value=0 2.34422e-05 internal_weight=0 60.1201 internal_count=2474 2432 is_linear=0 shrinkage=0.000400217 Tree=8463 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=2.07346 1.35941 threshold=-0.48702499999999999 0.17126500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044325636245849806 -1.3213152248881188e-05 0.0003913048288523724 leaf_weight=1.6602721308008757 57.393721241431649 1.2502272165147577 leaf_count=29 2437 13 internal_value=0 -3.86e-06 internal_weight=0 58.6439 internal_count=2479 2450 is_linear=0 shrinkage=0.000400217 Tree=8464 num_leaves=4 num_cat=0 split_feature=457 484 4 split_gain=1.25966 1.46114 1.12888 threshold=0.092360000000000012 -1.0000000180025095e-35 0.007320000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025039896302326615 -6.1467689614224083e-05 6.9712954316341428e-06 0.00032353278696357169 leaf_weight=3.6718362849960604 1.8073866397971858 53.271415319957669 3.4506894488440594 leaf_count=392 61 1981 46 internal_value=0 -1.00834e-05 0.000192672 internal_weight=0 56.9433 5.25808 internal_count=2480 2373 107 is_linear=0 shrinkage=0.000400217 Tree=8465 num_leaves=4 num_cat=0 split_feature=457 15 1 split_gain=1.46532 1.3331 0.868189 threshold=0.092360000000000012 -0.46714499999999998 0.093575000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015888462119422037 -0.00053632410310831607 -0.001889387938564596 0.016639578570895618 leaf_weight=1.7085749714751717 1.9721585500064964 50.9249057613697 3.0994614812225336 leaf_count=94 46 2288 54 internal_value=0 -0.00127978 0.0100932 internal_weight=0 52.6335 5.07162 internal_count=2482 2382 100 is_linear=0 shrinkage=0.0204111 Tree=8466 num_leaves=4 num_cat=0 split_feature=1 0 160 split_gain=1.47476 2.10799 1.81895 threshold=0.11588000000000001 -0.14920999999999998 -0.091944999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031172560648202422 -0.00024242297127496286 0.00019232785960727133 -1.8440498618847183e-05 leaf_weight=3.5470701735921457 2.0729045518528428 9.924136812134746 45.850831859260325 leaf_count=311 34 308 1844 internal_value=0 0.000115663 -4.01575e-05 internal_weight=0 11.997 49.3979 internal_count=2497 342 2155 is_linear=0 shrinkage=0.000400217 Tree=8467 num_leaves=4 num_cat=0 split_feature=15 16 50 split_gain=1.44379 1.86628 1.15902 threshold=-0.25061999999999995 -0.35278499999999996 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026415959237111264 -0.00023986318015914017 -3.8207336016458258e-05 -0.00021323144775537984 leaf_weight=3.6064265468421572 8.6296994900585542 46.635704687727412 0.95179052557796229 leaf_count=175 194 2122 17 internal_value=0 -7.01172e-05 0.000161754 internal_weight=0 55.2654 4.55822 internal_count=2508 2316 192 is_linear=0 shrinkage=0.000400217 Tree=8468 num_leaves=4 num_cat=0 split_feature=3 43 12 split_gain=1.71836 1.62594 0.826255 threshold=0.18307500000000002 -0.074459999999999985 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6518707156320023e-05 3.3772762164167245e-06 -8.4141800279649291e-05 0.00043449403219466811 leaf_weight=21.834001096878637 1.116759941091914 32.805474398241586 1.8615540851969843 leaf_count=953 59 1368 55 internal_value=0 -2.79331e-05 0.00027882 internal_weight=0 54.6395 2.97831 internal_count=2435 2321 114 is_linear=0 shrinkage=0.000400217 Tree=8469 num_leaves=3 num_cat=0 split_feature=1365 42 split_gain=1.08311 1.11338 threshold=0.084635000000000016 0.077855000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017865835992657985 -0.01901056844352943 -0.004464053728174695 leaf_weight=40.140454899782753 1.1725336706513179 16.726417530760045 leaf_count=1225 43 1162 internal_value=0 -5.70938e-05 internal_weight=0 56.8669 internal_count=2430 2387 is_linear=0 shrinkage=0.0204111 Tree=8470 num_leaves=4 num_cat=0 split_feature=123 456 42 split_gain=1.19727 1.80847 1.41096 threshold=0.083275000000000016 0.085215000000000013 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7618102362389468e-05 -0.00021578150540580977 -0.00033214073111659037 0.00033480945004741306 leaf_weight=52.747434814784356 0.85145797830773506 2.2252373068859006 3.5779204898608432 leaf_count=2110 19 148 183 internal_value=0 1.24099e-05 0.000226259 internal_weight=0 54.9727 4.42938 internal_count=2460 2258 202 is_linear=0 shrinkage=0.000400217 Tree=8471 num_leaves=4 num_cat=0 split_feature=43 4 2 split_gain=1.24768 1.16095 0.510228 threshold=0.14198000000000002 -0.26545999999999997 0.10052500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0072622342080358986 0.017464049974226476 0.0014057637085507697 0.0022127795624760451 leaf_weight=7.3145431063894639 2.4677298963472363 48.226062192008158 1.4714242865359208 leaf_count=184 126 2121 64 internal_value=0 0.000251898 0.0119857 internal_weight=0 55.5406 3.93915 internal_count=2495 2305 190 is_linear=0 shrinkage=0.0204111 Tree=8472 num_leaves=4 num_cat=0 split_feature=42 44 49 split_gain=1.47037 1.30949 0.279318 threshold=-0.108275 1.0000000180025095e-35 -0.014869999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0036204006908838256 -0.00016129148417766743 -0.018336205479516431 -0.02078706888258261 leaf_weight=0.56934173207264427 52.814779876503735 1.5929657501255849 1.7546576092838666 leaf_count=12 2279 49 136 internal_value=0 -0.000729986 -0.0169412 internal_weight=0 54.4077 2.324 internal_count=2476 2328 148 is_linear=0 shrinkage=0.0204111 Tree=8473 num_leaves=4 num_cat=0 split_feature=4 376 155 split_gain=1.54202 1.21054 1.19562 threshold=-0.49367499999999992 0.083470000000000016 0.088610000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023160013511904699 0.0014857544481639816 0.0041615286504367993 -0.020182476209833877 leaf_weight=1.8816138680704164 55.026466929934486 0.97643787600100029 0.97004184675961269 leaf_count=119 2222 11 104 internal_value=0 -0.0140208 0.00107086 internal_weight=0 2.85805 55.9965 internal_count=2456 130 2326 is_linear=0 shrinkage=0.0204111 Tree=8474 num_leaves=3 num_cat=0 split_feature=1456 151 split_gain=1.29973 1.23854 threshold=-1.0000000180025095e-35 -0.51118499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038309721252358548 -0.00039551832582009744 3.5475517778001296e-05 leaf_weight=1.1532363552641971 0.97764736742669711 54.808246069760571 leaf_count=223 42 2178 internal_value=0 2.71452e-05 internal_weight=0 55.7859 internal_count=2443 2220 is_linear=0 shrinkage=0.000400217 Tree=8475 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=1.15904 1.22393 threshold=-1.0000000180025095e-35 -0.021334999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020230979064197716 -0.018081906643828111 0.00023490419500588619 leaf_weight=1.0625534239825345 1.4486009622050904 58.099279056295472 leaf_count=72 29 2388 internal_value=0 -0.000243782 internal_weight=0 59.5479 internal_count=2489 2417 is_linear=0 shrinkage=0.0204111 Tree=8476 num_leaves=3 num_cat=0 split_feature=376 1456 split_gain=1.31297 1.351 threshold=0.088470000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.2366421331898573e-06 0.00031693085913798194 -0.00040320939004636957 leaf_weight=54.470911078247354 1.8489121456041164 1.2968439709893562 leaf_count=2205 46 211 internal_value=0 -1.62574e-05 internal_weight=0 55.7678 internal_count=2462 2416 is_linear=0 shrinkage=0.000400217 Tree=8477 num_leaves=4 num_cat=0 split_feature=49 42 130 split_gain=1.33942 1.98274 1.84033 threshold=-0.10919499999999999 0.083925000000000013 -0.0020949999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037277633096345392 -0.00026857011650589915 0.00011821122306357138 3.88806590253171e-05 leaf_weight=3.3311138870631103 3.204904863581759 2.0636793653247878 52.151981063366748 leaf_count=66 235 46 2161 internal_value=0 -0.000186373 2.05745e-05 internal_weight=0 5.39479 55.3569 internal_count=2508 112 2396 is_linear=0 shrinkage=0.000400217 Tree=8478 num_leaves=3 num_cat=0 split_feature=43 49 split_gain=1.33103 1.3287 threshold=-0.51412499999999983 -0.14917999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002422163598107117 0.00020075249403173458 -3.9203987956558987e-05 leaf_weight=3.0970688247180069 3.8598572184710056 53.358174200323219 leaf_count=42 70 2345 internal_value=0 -2.26564e-05 internal_weight=0 57.218 internal_count=2457 2415 is_linear=0 shrinkage=0.000400217 Tree=8479 num_leaves=4 num_cat=0 split_feature=43 11 150 split_gain=1.9896 2.20617 1.76302 threshold=-0.069909999999999986 0.080455000000000013 0.094365000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013930765102832039 -9.6260588546753112e-05 -0.00030875165103805025 0.00013420315193673194 leaf_weight=19.482538963847677 29.31332039371182 1.8285770358088473 6.3866692932203923 leaf_count=975 1338 46 100 internal_value=0 9.94497e-05 -5.47403e-05 internal_weight=0 21.3111 35.7 internal_count=2459 1021 1438 is_linear=0 shrinkage=0.000400217 Tree=8480 num_leaves=4 num_cat=0 split_feature=3 52 12 split_gain=1.81901 1.5144 0.485295 threshold=0.18307500000000002 0.18635500000000002 -0.16511999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00099147757858098992 0.003421496209484268 -0.012581318773286746 0.022087488245368842 leaf_weight=51.236455450728954 0.87542756505808972 3.5575664710390802 1.9320741457468091 leaf_count=2064 51 292 69 internal_value=0 8.63882e-05 0.0166216 internal_weight=0 54.794 2.8075 internal_count=2476 2356 120 is_linear=0 shrinkage=0.0204111 Tree=8481 num_leaves=3 num_cat=0 split_feature=1375 1375 split_gain=1.17259 1.26036 threshold=-0.53764999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043105766652867941 -0.00025443009499547464 5.6422338677544735e-06 leaf_weight=0.87681051983963598 3.0438393146250737 54.972846659431525 leaf_count=5 97 2326 internal_value=0 -8.46624e-06 internal_weight=0 58.0167 internal_count=2428 2423 is_linear=0 shrinkage=0.000400217 Tree=8482 num_leaves=3 num_cat=0 split_feature=2 31 split_gain=1.31944 1.34582 threshold=0.16826500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039763269016750396 0.00037758325573375358 -3.0162348992378372e-05 leaf_weight=1.091363687390184 1.2481235615396133 56.251762570960182 leaf_count=70 64 2338 internal_value=0 -2.12614e-05 internal_weight=0 57.3431 internal_count=2472 2408 is_linear=0 shrinkage=0.000400217 Tree=8483 num_leaves=4 num_cat=0 split_feature=4 3 52 split_gain=2.09726 1.67194 1.02321 threshold=-0.37626499999999991 -0.48702499999999999 0.10433000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01757129854942531 -0.022886304879915796 0.0014616769263197517 -0.00078372803178686559 leaf_weight=3.9947254420985692 1.09076283086324 51.084620105859813 2.4117489502532408 leaf_count=146 21 2268 32 internal_value=0 0.000904747 -0.0113736 internal_weight=0 52.1754 6.40647 internal_count=2467 2289 178 is_linear=0 shrinkage=0.0204111 Tree=8484 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=1.53078 1.37786 threshold=-0.094929999999999987 0.3138450000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031904889359622414 3.9466702810929381e-06 0.0004353873214993441 leaf_weight=2.2016195237229104 57.569490689414124 1.098667985992505 leaf_count=44 2464 7 internal_value=0 1.28401e-05 internal_weight=0 58.6682 internal_count=2515 2471 is_linear=0 shrinkage=0.000400217 Tree=8485 num_leaves=3 num_cat=0 split_feature=1456 16 split_gain=1.39351 1.19221 threshold=-1.0000000180025095e-35 -0.0087549999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039293223459034625 -4.5899882331194627e-05 6.759141714696493e-05 leaf_weight=1.3539775984797859 35.045764282506752 25.524822993513226 leaf_count=226 1498 763 internal_value=0 1.96253e-06 internal_weight=0 60.5706 internal_count=2487 2261 is_linear=0 shrinkage=0.000400217 Tree=8486 num_leaves=4 num_cat=0 split_feature=484 2 13 split_gain=1.3802 1.69291 1.15076 threshold=0.084930000000000019 0.086635000000000004 -0.057284999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0073737131530970217 -0.0079981878631123458 0.00039722447434297056 0.011805181502531265 leaf_weight=17.508124175573357 1.4874344161034967 34.60932107774579 5.3681172967392277 leaf_count=920 160 1243 104 internal_value=0 -0.00222352 0.007449 internal_weight=0 52.1174 6.85555 internal_count=2427 2163 264 is_linear=0 shrinkage=0.0204111 Tree=8487 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=1.47668 1.52419 threshold=-0.47860499999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015678920433200731 -0.020956583468375301 0.00085932036380824796 leaf_weight=2.6274204519886544 1.2554019674425934 54.952016957369779 leaf_count=60 32 2371 internal_value=0 0.000331364 internal_weight=0 56.2074 internal_count=2463 2403 is_linear=0 shrinkage=0.0204111 Tree=8488 num_leaves=4 num_cat=0 split_feature=42 1 157 split_gain=1.50173 4.05624 1.68688 threshold=0.07443000000000001 0.077845000000000011 -0.07686999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022689807835163283 -0.00041325673696049689 1.1404217117997939e-05 -1.4916883339603027e-05 leaf_weight=5.1968301616602721 5.2307871946618461 11.044454584975027 35.569672942926218 leaf_count=126 736 480 1145 internal_value=0 -0.000126971 1.64462e-05 internal_weight=0 16.2752 40.7665 internal_count=2487 1216 1271 is_linear=0 shrinkage=0.000400217 Tree=8489 num_leaves=4 num_cat=0 split_feature=2 13 16 split_gain=1.89227 1.39817 0.466598 threshold=0.14062000000000005 -0.49274999999999997 0.0097750000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013399301843385999 0.020010465143843852 -0.001452513691438427 0.0032102225423675194 leaf_weight=2.6663645170319787 2.2445272869990727 53.335914162534891 1.0422040410157931 leaf_count=38 92 2274 48 internal_value=0 -0.000720068 0.0149645 internal_weight=0 56.0023 3.28673 internal_count=2452 2312 140 is_linear=0 shrinkage=0.0204111 Tree=8490 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=1.5489 1.39406 threshold=0.076175000000000007 -0.077384999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001790964350960466 -0.00038377096586027893 -3.1085011888610929e-06 leaf_weight=7.5958014164798433 1.4482985561089652 52.774660209068315 leaf_count=282 78 2093 internal_value=0 2.01056e-05 internal_weight=0 60.3705 internal_count=2453 2375 is_linear=0 shrinkage=0.000400217 Tree=8491 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=1.522 2.20701 1.35862 threshold=-0.097754999999999995 -0.077774999999999983 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002217858539703247 -0.013629383729010111 -9.5299891126269737e-05 0.015815984640491873 leaf_weight=14.717829092334798 5.68834178952602 37.311216288148216 3.769890757619577 leaf_count=347 1094 1051 35 internal_value=0 -0.00191645 0.00506921 internal_weight=0 42.9996 18.4877 internal_count=2527 2145 382 is_linear=0 shrinkage=0.0204111 Tree=8492 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=1.36255 2.30072 1.67243 threshold=0.10491000000000002 0.093735000000000013 0.13252500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0443786033341067e-05 0.00013319691572673072 -0.0003606623394721465 -0.00021287049644590976 leaf_weight=33.846538621686477 17.121212676857798 3.1860964450142992 2.468050981668056 leaf_count=1627 495 333 39 internal_value=0 -4.15711e-05 8.86339e-05 internal_weight=0 37.0326 19.5893 internal_count=2494 1960 534 is_linear=0 shrinkage=0.000400217 Tree=8493 num_leaves=3 num_cat=0 split_feature=3 45 split_gain=1.36819 1.33707 threshold=0.26577500000000004 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019986709591587191 0.019176207687083061 -0.0011419685430622386 leaf_weight=1.165527653065509 1.3768240157178286 53.742995493795434 leaf_count=15 105 2322 internal_value=0 -0.000653715 internal_weight=0 54.9085 internal_count=2442 2337 is_linear=0 shrinkage=0.0204111 Tree=8494 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=1.42084 1.5229 threshold=-0.094929999999999987 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035454350363978203 0.00032871811425806528 -4.4462682831791326e-06 leaf_weight=1.6647873760521168 2.1769990013362976 54.982919592641792 leaf_count=44 39 2379 internal_value=0 8.86051e-06 internal_weight=0 57.1599 internal_count=2462 2418 is_linear=0 shrinkage=0.000400217 Tree=8495 num_leaves=4 num_cat=0 split_feature=43 43 132 split_gain=1.36477 1.5454 0.125959 threshold=0.17439000000000002 0.095890000000000017 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3814890431073346e-06 -0.00011651366972795342 0.0003012190558566911 -0.00047983614398714966 leaf_weight=55.137999175661207 0.28712959004406002 2.8273942292544225 0.8393557626054633 leaf_count=2278 64 79 96 internal_value=0 1.84619e-05 -0.000406135 internal_weight=0 57.9654 1.12649 internal_count=2517 2357 160 is_linear=0 shrinkage=0.000400217 Tree=8496 num_leaves=4 num_cat=0 split_feature=2 2 2 split_gain=1.15297 2.74043 1.48375 threshold=0.097940000000000013 0.092755000000000018 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027225844955906168 0.016543513082959482 -0.019751567228525731 0.0016661720087403247 leaf_weight=29.7039257273359 3.0772952043817012 3.2364653005324717 22.761712210322685 leaf_count=1518 74 203 687 internal_value=0 -0.00224657 0.00350172 internal_weight=0 32.9404 25.839 internal_count=2482 1721 761 is_linear=0 shrinkage=0.0204111 Tree=8497 num_leaves=3 num_cat=0 split_feature=45 52 split_gain=1.31864 1.29597 threshold=-1.0000000180025095e-35 -0.077269999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019944941968862324 0.003842234420170113 -0.0028755064448424666 leaf_weight=1.1756911224874773 16.710383176724463 41.341513346517559 leaf_count=21 651 1799 internal_value=0 -0.000938114 internal_weight=0 58.0519 internal_count=2471 2450 is_linear=0 shrinkage=0.0204111 Tree=8498 num_leaves=4 num_cat=0 split_feature=160 42 15 split_gain=1.39507 1.48122 0.0984437 threshold=-0.40446999999999994 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.2317456457051171e-05 -0.00012556938112687549 5.8745066660231928e-05 -0.00041425610428010273 leaf_weight=0.2359778121463022 7.9103247504181118 54.081120463670231 1.0757761076947634 leaf_count=18 652 1645 178 internal_value=0 3.50419e-05 -0.000365712 internal_weight=0 61.9914 1.31175 internal_count=2493 2297 196 is_linear=0 shrinkage=0.000400217 Tree=8499 num_leaves=4 num_cat=0 split_feature=14 151 15 split_gain=1.00594 0.965987 0.342753 threshold=0.076175000000000007 -0.52082499999999987 -0.15824499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017222578168086148 -0.0029427012136466007 0.0023462114209186185 -0.021640350458429668 leaf_weight=0.95921459077726368 0.7641265186102828 58.959492716840487 0.87820582517747314 leaf_count=39 13 2356 69 internal_value=0 0.0020014 -0.013684 internal_weight=0 59.9187 1.64233 internal_count=2477 2395 82 is_linear=0 shrinkage=0.0204111 Tree=8500 num_leaves=4 num_cat=0 split_feature=457 1373 457 split_gain=1.64392 1.57174 1.13216 threshold=-0.0046349999999999994 -1.0000000180025095e-35 -0.22896499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014413010054099235 -0.00043203643946915341 3.787577410400003e-05 -0.0003168351249136356 leaf_weight=1.0288579496118471 1.0526548959314812 54.934902326614747 3.6854995849153047 leaf_count=27 21 2261 170 internal_value=0 2.8196e-05 -0.000215225 internal_weight=0 55.9876 4.71436 internal_count=2479 2282 197 is_linear=0 shrinkage=0.000400217 Tree=8501 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=1.2553 1.27054 threshold=-0.22597999999999999 0.11332500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020029398551758608 -0.0018422273068280286 0.0053668677353670919 leaf_weight=1.1927024092728959 45.005202229367796 13.042760644282678 leaf_count=16 2055 363 internal_value=0 -0.000215206 internal_weight=0 58.048 internal_count=2434 2418 is_linear=0 shrinkage=0.0204111 Tree=8502 num_leaves=4 num_cat=0 split_feature=52 48 52 split_gain=1.87598 2.22348 1.31315 threshold=-0.031059999999999997 -0.064549999999999982 -0.088089999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011211573465639303 0.011828859110265573 -0.0044791345325521439 0.010166518377001403 leaf_weight=11.75601178498505 3.7783545965212388 33.463624028555159 9.919905163918882 leaf_count=541 68 1604 234 internal_value=0 -0.00279412 0.00474208 internal_weight=0 37.242 21.6759 internal_count=2447 1672 775 is_linear=0 shrinkage=0.0204111 Tree=8503 num_leaves=3 num_cat=0 split_feature=3 1213 split_gain=1.51607 1.20806 threshold=0.26577500000000004 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027828562212389631 0.00038025797937603508 2.7463616039677295e-06 leaf_weight=2.4554403424735929 1.5281740972404794 53.543419199876098 leaf_count=396 112 1934 internal_value=0 -1.01071e-05 internal_weight=0 55.9989 internal_count=2442 2330 is_linear=0 shrinkage=0.000400217 Tree=8504 num_leaves=4 num_cat=0 split_feature=4 0 40 split_gain=1.8367 2.05026 0.857309 threshold=-0.49367499999999992 -0.061889999999999994 -0.012109999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010223505682820785 -0.001254127357264897 0.0073295993189009222 -0.023368694495061609 leaf_weight=0.86224729334935579 39.204067316222108 16.333613413511557 1.7983406701241609 leaf_count=13 2015 331 104 internal_value=0 0.00128001 -0.0157419 internal_weight=0 55.5377 2.66059 internal_count=2463 2346 117 is_linear=0 shrinkage=0.0204111 Tree=8505 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=1.4467 1.48035 threshold=0.26577500000000004 0.29113500000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00067482450837775458 0.019388524358449479 0.014016813944238754 leaf_weight=55.276752127995678 1.5514811820366947 2.9007459594868115 leaf_count=2316 107 26 internal_value=0 8.32222e-05 internal_weight=0 58.1775 internal_count=2449 2342 is_linear=0 shrinkage=0.0204111 Tree=8506 num_leaves=4 num_cat=0 split_feature=483 16 158 split_gain=1.43814 1.15115 0.834493 threshold=0.080810000000000007 -0.0087549999999999989 0.092880000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8528772476690071e-05 -0.00037842580641871072 7.6895655352842281e-05 0.00020340962836639818 leaf_weight=31.823941275654761 2.2318455261856793 24.315674671028319 0.40073029519498948 leaf_count=1416 233 742 57 internal_value=0 1.15184e-05 -0.000285174 internal_weight=0 56.1396 2.63258 internal_count=2448 2158 290 is_linear=0 shrinkage=0.000400217 Tree=8507 num_leaves=3 num_cat=0 split_feature=8 484 split_gain=1.64554 1.30787 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025397399499311411 0.00034009176110388754 -7.4351747408326633e-07 leaf_weight=3.3689332298508807 2.0419409264286505 53.130699576838651 leaf_count=399 55 2013 internal_value=0 -1.63155e-05 internal_weight=0 56.4996 internal_count=2467 2412 is_linear=0 shrinkage=0.000400217 Tree=8508 num_leaves=4 num_cat=0 split_feature=1 43 52 split_gain=1.7049 1.88148 0.68681 threshold=0.13662500000000002 0.21983500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0426988585943109e-07 2.4896255879836576e-05 -0.0004707964565441381 0.00039387270761922707 leaf_weight=52.01833786467887 1.2369014787291237 1.2860257963779975 2.3082765544158965 leaf_count=2148 45 149 88 internal_value=0 -1.26185e-05 0.000269842 internal_weight=0 53.3044 3.54518 internal_count=2430 2297 133 is_linear=0 shrinkage=0.000400217 Tree=8509 num_leaves=3 num_cat=0 split_feature=1375 2 split_gain=2.02443 1.21746 threshold=-0.43429999999999996 0.090510000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029700638211430479 -0.0042621495203369747 0.0017304507823696187 leaf_weight=0.91685081978721328 24.409010588003639 33.210192135025864 leaf_count=12 1366 1092 internal_value=0 -0.000811515 internal_weight=0 57.6192 internal_count=2470 2458 is_linear=0 shrinkage=0.0204111 Tree=8510 num_leaves=3 num_cat=0 split_feature=38 42 split_gain=1.66582 1.52842 threshold=1.0000000180025095e-35 -0.0044549999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00016677296796255292 -0.00033105755555983034 4.1485137309316817e-05 leaf_weight=6.2137023863426739 2.1476051141689814 52.393575394316485 leaf_count=645 52 1775 internal_value=0 1.91291e-05 internal_weight=0 58.6073 internal_count=2472 2420 is_linear=0 shrinkage=0.000400217 Tree=8511 num_leaves=4 num_cat=0 split_feature=15 158 1 split_gain=1.80471 2.05208 1.81408 threshold=-0.095804999999999987 0.090905000000000014 0.089840000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041661522595055894 7.2741048786173588e-05 -0.00033110213505880794 -4.5403776556061858e-05 leaf_weight=2.3684230062590386 42.104123378003578 2.0066372478595431 14.328940000861619 leaf_count=192 1830 162 326 internal_value=0 5.35781e-05 -0.000100482 internal_weight=0 44.1108 16.6974 internal_count=2510 1992 518 is_linear=0 shrinkage=0.000400217 Tree=8512 num_leaves=4 num_cat=0 split_feature=3 42 457 split_gain=1.98754 1.60441 1.50523 threshold=-0.12077499999999998 0.077855000000000021 0.080930000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002277662097690144 -7.9844397301044064e-05 -5.708845929944641e-05 0.00011607287710231542 leaf_weight=8.9922065812224883 35.255448012761235 4.7983661401813142 7.5346072355459901 leaf_count=174 2001 102 177 internal_value=0 0.000128991 -4.51338e-05 internal_weight=0 13.7906 42.7901 internal_count=2454 276 2178 is_linear=0 shrinkage=0.000400217 Tree=8513 num_leaves=4 num_cat=0 split_feature=16 39 3 split_gain=1.83108 2.3046 1.90563 threshold=0.38845000000000002 0.16946000000000003 -0.48702499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02051453026638176 -0.020895905701122819 0.019566406076025056 0.0007953175930305945 leaf_weight=1.6988155540311698 3.315930254901104 0.615126073360443 50.536587427692666 leaf_count=28 252 2 2187 internal_value=0 -0.0141979 5.98753e-05 internal_weight=0 3.93106 52.2354 internal_count=2469 254 2215 is_linear=0 shrinkage=0.0204111 Tree=8514 num_leaves=4 num_cat=0 split_feature=42 1 159 split_gain=1.20262 2.24105 1.09991 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.091305000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042643472532750406 6.7991121703273334e-05 3.3788980647764404e-05 -0.00014298458331572287 leaf_weight=2.415967726247799 50.169451001640027 5.0976691372479763 4.1921525642264887 leaf_count=476 1557 187 236 internal_value=0 -0.000118282 5.1461e-05 internal_weight=0 7.51364 54.3616 internal_count=2456 663 1793 is_linear=0 shrinkage=0.000400217 Tree=8515 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=1.38615 2.24177 2.17741 threshold=-0.075969999999999996 -0.12118 -0.54135999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4987653818012792e-05 -0.00065433503756125101 -0.00019790892645951867 8.8735434226930275e-05 leaf_weight=22.668586506061274 0.53921656700549903 12.054570285504495 22.020230928963429 leaf_count=377 9 1313 768 internal_value=0 -5.93206e-05 6.78307e-05 internal_weight=0 34.7232 22.5594 internal_count=2467 1690 777 is_linear=0 shrinkage=0.000400217 Tree=8516 num_leaves=4 num_cat=0 split_feature=1 0 43 split_gain=1.95869 3.86763 1.53272 threshold=1.0000000180025095e-35 -0.084074999999999997 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02177021164584245 0.008298097889737956 0.00093466623836492265 -0.00011887833540096874 leaf_weight=4.4076225855178555 13.262153868585299 10.106345157554186 27.633191456321356 leaf_count=620 416 644 753 internal_value=0 -0.00607426 0.00262591 internal_weight=0 14.514 40.8953 internal_count=2433 1264 1169 is_linear=0 shrinkage=0.0204111 Tree=8517 num_leaves=4 num_cat=0 split_feature=3 13 9 split_gain=2.24864 1.5424 1.53034 threshold=-0.097754999999999995 -0.16109499999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027426097243657361 0.00032745686567117331 0.0001435989922494018 -7.1992175100958416e-05 leaf_weight=1.4338614344451368 1.4918125339700044 17.75783533373783 37.638840732665358 leaf_count=19 78 355 2012 internal_value=0 0.00011097 -5.58728e-05 internal_weight=0 19.1917 39.1307 internal_count=2464 374 2090 is_linear=0 shrinkage=0.000400217 Tree=8518 num_leaves=4 num_cat=0 split_feature=3 47 47 split_gain=1.75323 2.05078 1.49754 threshold=-0.10115999999999999 0.085270000000000026 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7899785347679428e-05 2.1849238906810825e-05 0.0003927010549682768 -0.00015129566166496955 leaf_weight=13.548184017306996 33.538053959942772 3.6464996953654909 10.387480456796764 leaf_count=310 1841 36 290 internal_value=0 0.000130983 -1.93765e-05 internal_weight=0 17.1947 43.9255 internal_count=2477 346 2131 is_linear=0 shrinkage=0.000400217 Tree=8519 num_leaves=4 num_cat=0 split_feature=43 49 42 split_gain=1.60645 2.29257 1.48035 threshold=-0.049104999999999989 -0.088729999999999989 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020163366596797261 -0.00038633362337135669 -1.8817651371474699e-05 0.00012425068905044163 leaf_weight=2.4150539409233742 2.8513070530680116 33.12291041118101 19.669666675642475 leaf_count=106 54 1255 1043 internal_value=0 -4.90552e-05 8.77766e-05 internal_weight=0 35.9742 22.0847 internal_count=2458 1309 1149 is_linear=0 shrinkage=0.000400217 Tree=8520 num_leaves=3 num_cat=0 split_feature=146 1 split_gain=1.33196 1.69462 threshold=0.10064500000000003 0.12796000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00069305064339771777 -0.021097273968889878 0.01293919140076836 leaf_weight=52.861107675750191 0.96793664619326492 5.0577361502910199 leaf_count=2242 9 206 internal_value=0 0.00178534 internal_weight=0 57.9188 internal_count=2457 2448 is_linear=0 shrinkage=0.0204111 Tree=8521 num_leaves=4 num_cat=0 split_feature=1 4 160 split_gain=1.99008 2.41838 1.89678 threshold=0.094165000000000013 -0.026489999999999996 0.075825000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1681561366986895e-05 3.9735088724942952e-05 -0.00019153068029427448 0.00033112348751336269 leaf_weight=15.462173631214684 22.298640895329303 13.041675088456712 4.1600986011253545 leaf_count=943 634 744 108 internal_value=0 -6.53545e-05 8.67523e-05 internal_weight=0 28.5038 26.4587 internal_count=2429 1687 742 is_linear=0 shrinkage=0.000400217 Tree=8522 num_leaves=4 num_cat=0 split_feature=133 52 15 split_gain=1.21406 1.20494 0.153192 threshold=-0.26719999999999994 -0.51498499999999992 -0.14803999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.476880040046005e-05 -0.00037069101742203184 4.3514062249765276e-05 -0.0004798709852332109 leaf_weight=0.20001180349936476 1.0355457382584052 59.275095852091908 0.71553259122492718 leaf_count=15 183 2150 128 internal_value=0 3.57283e-05 -0.00040309 internal_weight=0 60.3106 0.915544 internal_count=2476 2333 143 is_linear=0 shrinkage=0.000400217 Tree=8523 num_leaves=3 num_cat=0 split_feature=31 474 split_gain=1.32294 1.28224 threshold=-1.0000000180025095e-35 0.084660000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02024683327056526 -0.0026029880660334592 0.0070410541275598417 leaf_weight=1.0705915171847653 52.819345824757875 6.3343778266826112 leaf_count=70 2163 267 internal_value=0 -0.00155892 internal_weight=0 59.1537 internal_count=2500 2430 is_linear=0 shrinkage=0.0204111 Tree=8524 num_leaves=4 num_cat=0 split_feature=160 1374 15 split_gain=1.58461 1.32817 0.82571 threshold=-0.20907999999999996 -0.094929999999999987 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060447034794830091 -0.012571053253081251 0.0021555910628719838 -0.022258062941771371 leaf_weight=0.50928362529339244 2.5673246320220633 53.829497048818666 1.6983583193207312 leaf_count=60 48 2168 205 internal_value=0 0.00146162 -0.0157522 internal_weight=0 56.3968 2.20764 internal_count=2481 2216 265 is_linear=0 shrinkage=0.0204111 Tree=8525 num_leaves=4 num_cat=0 split_feature=123 13 40 split_gain=1.22393 1.30359 0.813022 threshold=0.083275000000000016 -0.5356749999999999 -0.099844999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046555250463165259 -0.00018143972855834767 -5.3754502063459617e-06 0.00027099093318636513 leaf_weight=0.8924721417715763 0.67692457372322667 53.929875994275335 3.8414086207994833 leaf_count=14 19 2241 186 internal_value=0 -1.38005e-05 0.000200461 internal_weight=0 54.8223 4.51833 internal_count=2460 2255 205 is_linear=0 shrinkage=0.000400217 Tree=8526 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=2.36033 2.74491 1.48299 threshold=-0.074434999999999987 -0.10191999999999998 -0.26545999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8777537195027962e-05 -0.0010450120590672859 -0.013432767571336435 0.009228342218338249 leaf_weight=26.889422552088035 9.8032856612117047 8.226976946980356 14.342530555426491 leaf_count=477 190 1271 552 internal_value=0 -0.00320174 0.00507175 internal_weight=0 35.1164 24.1458 internal_count=2490 1748 742 is_linear=0 shrinkage=0.0204111 Tree=8527 num_leaves=3 num_cat=0 split_feature=38 12 split_gain=1.54382 1.47611 threshold=0.10386000000000002 -0.065214999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019964014549910501 -0.00044793851988851076 -2.2304841296027267e-05 leaf_weight=5.1810333495086516 1.1572982550715085 51.394466814140287 leaf_count=245 25 2188 internal_value=0 -1.62553e-06 internal_weight=0 56.5755 internal_count=2458 2433 is_linear=0 shrinkage=0.000400217 Tree=8528 num_leaves=3 num_cat=0 split_feature=133 42 split_gain=1.1857 1.17329 threshold=-0.39935999999999994 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024556897267954007 -0.021893494052760486 0.0018543327954284507 leaf_weight=0.62519915866300735 0.76855703903311123 57.133451779514871 leaf_count=131 9 2294 internal_value=0 0.00149747 internal_weight=0 57.902 internal_count=2434 2303 is_linear=0 shrinkage=0.0204111 Tree=8529 num_leaves=4 num_cat=0 split_feature=4 11 1 split_gain=1.81071 2.50085 2.32374 threshold=-0.080924999999999983 0.079915000000000014 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076497792644899436 -0.012113491862200077 -0.023675892815140966 -0.0001210206546609362 leaf_weight=15.133632259187836 8.3005944559611162 1.0332119546269485 33.694494546560236 leaf_count=578 884 96 918 internal_value=0 0.0054987 -0.00251732 internal_weight=0 16.1668 41.9951 internal_count=2476 674 1802 is_linear=0 shrinkage=0.0204111 Tree=8530 num_leaves=3 num_cat=0 split_feature=160 31 split_gain=1.18654 1.08095 threshold=-0.40446999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021129203899228413 0.020089150526478458 -0.00076700775339288009 leaf_weight=1.0603337862557953 0.94281813636643974 56.049360099885234 leaf_count=194 65 2219 internal_value=0 -0.000383272 internal_weight=0 56.9922 internal_count=2478 2284 is_linear=0 shrinkage=0.0204111 Tree=8531 num_leaves=4 num_cat=0 split_feature=156 133 52 split_gain=1.17447 1.11634 0.121046 threshold=0.11815500000000002 -0.39935999999999994 -0.070249999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046758858611313276 -0.00055146338342036412 1.5590681936337258e-05 -0.00019555939003424477 leaf_weight=0.66425687281525725 0.48251184972195915 57.718811830747654 0.46128621337629638 leaf_count=131 62 2295 17 internal_value=0 9.20877e-06 -0.000416701 internal_weight=0 58.3831 0.943798 internal_count=2505 2426 79 is_linear=0 shrinkage=0.000400217 Tree=8532 num_leaves=4 num_cat=0 split_feature=52 2 43 split_gain=1.55541 1.62443 1.44089 threshold=-0.047889999999999995 0.089965000000000017 -0.15246999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6240080259351762e-05 0.00014151251056325505 0.00019734597724178085 -7.4819002276894523e-05 leaf_weight=8.3273278300721376 5.7027911704790304 10.953601478341623 32.541580424596759 leaf_count=318 136 428 1536 internal_value=0 9.68347e-05 -4.22419e-05 internal_weight=0 19.2809 38.2444 internal_count=2418 746 1672 is_linear=0 shrinkage=0.000400217 Tree=8533 num_leaves=4 num_cat=0 split_feature=4 31 14 split_gain=1.62664 1.29359 0.193175 threshold=0.50609000000000004 -1.0000000180025095e-35 -0.46747499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020100943577390017 0.0047775487658765258 -0.0020841986385765534 0.019728082924544886 leaf_weight=1.0068581357354549 0.57140363343569367 52.60713487947055 1.5518141725060548 leaf_count=45 25 2264 108 internal_value=0 -0.00162654 0.0161454 internal_weight=0 53.614 2.12322 internal_count=2442 2309 133 is_linear=0 shrinkage=0.0204111 Tree=8534 num_leaves=4 num_cat=0 split_feature=1 16 132 split_gain=1.62045 2.81895 1.37362 threshold=1.0000000180025095e-35 0.0060650000000000009 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002648202733458796 3.2265194637770897e-05 5.710583958642171e-05 0.00032743398435373743 leaf_weight=8.0782454131726826 40.384961362889271 9.2397052062742642 2.5850819675060839 leaf_count=968 1094 280 117 internal_value=0 -9.37984e-05 5.08274e-05 internal_weight=0 17.318 42.97 internal_count=2459 1248 1211 is_linear=0 shrinkage=0.000400217 Tree=8535 num_leaves=4 num_cat=0 split_feature=1 42 151 split_gain=3.25179 2.16287 0.876609 threshold=0.10423500000000001 0.086730000000000015 -0.28286499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2361988480153895e-05 -0.00020358202656803532 -0.00028887020224718064 0.00014908238432833639 leaf_weight=29.215914895426295 1.099451082060116 5.7487162749375775 20.483985121168189 leaf_count=1231 15 701 515 internal_value=0 -6.69622e-05 0.00013016 internal_weight=0 34.9646 21.5834 internal_count=2462 1932 530 is_linear=0 shrinkage=0.000400217 Tree=8536 num_leaves=4 num_cat=0 split_feature=16 15 11 split_gain=1.85341 2.12012 1.7258 threshold=-0.094359999999999986 -0.25061999999999995 0.079915000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011052677394428199 0.0029505617154671564 -0.0082297998251178693 -0.014039046061528008 leaf_weight=2.6294831784707666 35.888453338695854 18.259977334987752 2.5655004371494661 leaf_count=136 1765 467 110 internal_value=0 -0.00575661 0.00177961 internal_weight=0 20.8895 38.454 internal_count=2478 603 1875 is_linear=0 shrinkage=0.0204111 Tree=8537 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=1.40382 1.47809 threshold=0.084955000000000017 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00068033191017171258 -0.019146503651956779 0.015588051542173012 leaf_weight=55.116128753290013 1.3031131387542689 2.8063670672563594 leaf_count=2342 34 120 internal_value=0 0.0014313 internal_weight=0 57.9225 internal_count=2496 2462 is_linear=0 shrinkage=0.0204111 Tree=8538 num_leaves=4 num_cat=0 split_feature=42 43 3 split_gain=1.20089 1.5083 0.402879 threshold=-0.108275 -0.21368999999999996 -0.041304999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3562580699806624e-05 0.00021916535782083406 9.038572283528123e-06 -0.00043944734232073446 leaf_weight=1.0509024672996932 6.0023024716938371 52.168348731627475 1.0122953507834598 leaf_count=115 102 2237 26 internal_value=0 3.10998e-05 -0.000271808 internal_weight=0 58.1707 2.0632 internal_count=2480 2339 141 is_linear=0 shrinkage=0.000400217 Tree=8539 num_leaves=4 num_cat=0 split_feature=123 151 2 split_gain=1.73249 1.7717 1.17341 threshold=1.0000000180025095e-35 -0.083274999999999988 0.095105000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021695138559316146 -4.8534581583933268e-05 2.7708940712672679e-06 0.00035539467556423561 leaf_weight=6.5743888774604775 1.7031623882267002 48.601963977556125 3.2962904238702322 leaf_count=241 86 2024 119 internal_value=0 -2.37959e-05 0.000219739 internal_weight=0 55.1764 4.99945 internal_count=2470 2265 205 is_linear=0 shrinkage=0.000400217 Tree=8540 num_leaves=3 num_cat=0 split_feature=1444 453 split_gain=1.03483 1.29463 threshold=-0.084274999999999989 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033699813102120607 -8.8920320122352535e-06 -0.00031996198965624965 leaf_weight=1.212459764414233 56.187511375670738 2.1163685102656009 leaf_count=26 2419 66 internal_value=0 -2.07752e-05 internal_weight=0 58.3039 internal_count=2511 2485 is_linear=0 shrinkage=0.000400217 Tree=8541 num_leaves=4 num_cat=0 split_feature=1375 0 16 split_gain=2.33726 1.38942 0.784593 threshold=-1.0000000180025095e-35 -0.018054999999999998 -0.092444999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046321954658676035 -1.3802994125235122e-05 0.00013024844841025101 -7.9571438167645194e-05 leaf_weight=2.0379636812722315 42.45153890369329 14.230406496024441 1.5073526850792394 leaf_count=34 2070 291 72 internal_value=0 2.25476e-05 -0.000307535 internal_weight=0 56.6819 3.54532 internal_count=2467 2361 106 is_linear=0 shrinkage=0.000400217 Tree=8542 num_leaves=3 num_cat=0 split_feature=1456 453 split_gain=1.39422 1.33116 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019846632012926312 0.001492492091200201 -0.014623203960743214 leaf_weight=1.2753934766997179 54.493549718469012 2.1106028502690597 leaf_count=227 2169 60 internal_value=0 0.000863902 internal_weight=0 56.6042 internal_count=2456 2229 is_linear=0 shrinkage=0.0204111 Tree=8543 num_leaves=3 num_cat=0 split_feature=13 1374 split_gain=1.4965 1.27841 threshold=-0.49274999999999997 -0.094929999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016499880458766589 -0.013940508524431867 0.00096331827871233924 leaf_weight=2.3710499826283913 2.3953710752393809 54.777841323776329 leaf_count=57 39 2348 internal_value=0 0.000312869 internal_weight=0 57.1732 internal_count=2444 2387 is_linear=0 shrinkage=0.0204111 Tree=8544 num_leaves=4 num_cat=0 split_feature=52 484 376 split_gain=1.354 1.19071 0.691898 threshold=-0.24861499999999997 -0.082244999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017416217363648603 -0.0003364871071851374 4.977513933709384e-06 -0.00038363948090894631 leaf_weight=0.35562028385356859 1.5743972832178759 54.381348209627049 2.1428331981305737 leaf_count=8 215 1970 269 internal_value=0 -5.28288e-06 -0.000300179 internal_weight=0 55.9557 2.49845 internal_count=2462 2185 277 is_linear=0 shrinkage=0.000400217 Tree=8545 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=1.4853 1.72465 0.805206 threshold=-0.25061999999999995 -0.20067499999999996 -0.54057999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0057796722006209274 -0.024376124252426381 0.00040697808195754687 0.015783612072121037 leaf_weight=0.82591192904510524 1.0842883196673927 52.847483750843821 3.7452665810560566 leaf_count=15 63 2176 173 internal_value=0 -0.000140752 0.0118426 internal_weight=0 53.9318 4.57118 internal_count=2427 2239 188 is_linear=0 shrinkage=0.0204111 Tree=8546 num_leaves=3 num_cat=0 split_feature=39 43 split_gain=1.30333 1.19023 threshold=-0.046074999999999991 0.095890000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037939255189296979 -8.6155058074093976e-06 0.00019787376995799018 leaf_weight=1.3126841863613652 55.974359478198721 4.7467750929740751 leaf_count=43 2246 231 internal_value=0 7.86094e-06 internal_weight=0 60.7211 internal_count=2520 2477 is_linear=0 shrinkage=0.000400217 Tree=8547 num_leaves=3 num_cat=0 split_feature=39 16 split_gain=1.1608 1.5395 threshold=0.13507500000000003 0.22564000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00083990996181658917 0.017664325525342896 -0.0097442522355010389 leaf_weight=50.159648347156917 1.4157169267564302 6.3493462473015816 leaf_count=2085 30 324 internal_value=0 -0.000366243 internal_weight=0 56.509 internal_count=2439 2409 is_linear=0 shrinkage=0.0204111 Tree=8548 num_leaves=4 num_cat=0 split_feature=51 16 52 split_gain=1.42754 2.56798 0.884903 threshold=0.084970000000000018 -0.0087049999999999992 0.0031350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.006127231886138158 0.0020936362402150686 0.0035450052024619603 0.013877049672897723 leaf_weight=24.735746967592831 7.4803460310631618 21.086605933870487 4.0470832769963181 leaf_count=1340 231 796 126 internal_value=0 -0.00167845 0.00632429 internal_weight=0 45.8224 11.5274 internal_count=2493 2136 357 is_linear=0 shrinkage=0.0204111 Tree=8549 num_leaves=4 num_cat=0 split_feature=42 2 132 split_gain=1.84575 1.82009 1.7572 threshold=-1.0000000180025095e-35 -0.14337999999999998 0.082230000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017722842716855803 0.019287740142331738 -0.00017302439454958287 0.0052993580287221762 leaf_weight=4.5079958305043411 1.9770497753634106 48.126951015191025 1.9088854600122429 leaf_count=540 61 1703 126 internal_value=0 0.00063617 -0.0109008 internal_weight=0 50.104 6.41688 internal_count=2430 1764 666 is_linear=0 shrinkage=0.0204111 Tree=8550 num_leaves=3 num_cat=0 split_feature=13 483 split_gain=1.50061 1.17721 threshold=0.27266500000000005 0.10297500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.00558935946139e-05 -0.00040510072768316571 -0.00036831022206879147 leaf_weight=57.117781557306671 1.3059247223409318 1.1662137582579806 leaf_count=2342 35 102 internal_value=0 1.15937e-05 internal_weight=0 58.284 internal_count=2479 2444 is_linear=0 shrinkage=0.000400217 Tree=8551 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=1.49582 4.84388 1.75594 threshold=-0.074434999999999987 -0.10674499999999999 -0.28154499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014649317790259284 0.017241093377601446 -0.016573029504790105 0.0015492409908967216 leaf_weight=26.179548166864834 3.3770716768394804 8.0097854383584473 20.205871678062977 leaf_count=429 82 1277 675 internal_value=0 -0.00280126 0.00386716 internal_weight=0 34.1893 23.5829 internal_count=2463 1706 757 is_linear=0 shrinkage=0.0204111 Tree=8552 num_leaves=4 num_cat=0 split_feature=1 16 457 split_gain=2.14495 4.49118 1.74174 threshold=1.0000000180025095e-35 0.020675000000000002 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034164343719569749 6.0846593396957642e-06 7.3560720247513005e-05 0.00021269871527550217 leaf_weight=7.8088868907750593 33.11135221180939 8.7504536114556668 8.0323549560780503 leaf_count=996 1050 267 139 internal_value=0 -0.000123217 4.68891e-05 internal_weight=0 16.5593 41.1437 internal_count=2452 1263 1189 is_linear=0 shrinkage=0.000400217 Tree=8553 num_leaves=4 num_cat=0 split_feature=1 130 43 split_gain=1.64102 1.3634 1.11495 threshold=0.12337000000000002 -0.083549999999999999 -0.25364999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020711748080121009 -0.010788866009409859 -0.00077297241818618742 0.012019181172501576 leaf_weight=1.3588509215260263 0.94727739319205273 50.470865607204587 6.3390459490146887 leaf_count=61 6 2158 236 internal_value=0 -0.00133924 0.00893556 internal_weight=0 51.8297 7.28632 internal_count=2461 2219 242 is_linear=0 shrinkage=0.0204111 Tree=8554 num_leaves=4 num_cat=0 split_feature=43 15 3 split_gain=1.64135 1.24198 0.421773 threshold=0.14198000000000002 0.091545000000000015 0.0059200000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9791507243816681e-06 8.5552056431816383e-05 -0.00024144230187018775 0.00036541312107266489 leaf_weight=52.40077805799956 1.4757838253524362 3.2932007577223876 2.3015202664246317 leaf_count=1956 165 353 23 internal_value=0 -7.22404e-06 0.000261683 internal_weight=0 55.694 3.7773 internal_count=2497 2309 188 is_linear=0 shrinkage=0.000400217 Tree=8555 num_leaves=3 num_cat=0 split_feature=146 147 split_gain=1.71312 1.50012 threshold=0.10064500000000003 0.089365000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.1940285387834194e-05 -0.00049770659223868712 0.00030437758414280004 leaf_weight=52.978622064055799 0.86088994517922302 3.0836233898371566 leaf_count=2376 8 86 internal_value=0 3.80511e-05 internal_weight=0 56.0622 internal_count=2470 2462 is_linear=0 shrinkage=0.000400217 Tree=8556 num_leaves=4 num_cat=0 split_feature=160 43 150 split_gain=1.17906 1.18713 0.0910874 threshold=-0.40446999999999994 -0.063379999999999978 0.082965000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020938574292762781 0.00485816274466375 -0.0011912366887740194 -0.004348196348893307 leaf_weight=0.98955560458557446 21.120339944051921 37.092157129512543 0.23625884589273483 leaf_count=185 986 1303 13 internal_value=0 0.00100869 -0.0183726 internal_weight=0 58.2125 1.22581 internal_count=2487 2289 198 is_linear=0 shrinkage=0.0204111 Tree=8557 num_leaves=4 num_cat=0 split_feature=1456 160 160 split_gain=1.13226 1.28793 0.363046 threshold=1.0000000180025095e-35 -0.091944999999999985 -0.089549999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.009760911734685811 0.0039611785252943255 0.0017779384371041835 -0.020680061770696145 leaf_weight=4.2483020223792201 0.26549514034286392 53.207014120780968 1.2460494065790033 leaf_count=312 60 1964 154 internal_value=0 0.000907419 -0.0163773 internal_weight=0 57.4553 1.51154 internal_count=2490 2276 214 is_linear=0 shrinkage=0.0204111 Tree=8558 num_leaves=4 num_cat=0 split_feature=52 0 12 split_gain=1.67119 1.40803 0.34539 threshold=-0.29521499999999995 0.18562500000000001 -0.064689999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.006959745756110183 0.0012072269309952395 -0.014585077037416044 -0.020544657003089363 leaf_weight=0.15723621575671143 53.600619390975453 2.3479569472256108 1.815254050131442 leaf_count=6 2177 26 264 internal_value=0 0.000516675 -0.0180961 internal_weight=0 55.9486 1.97249 internal_count=2473 2203 270 is_linear=0 shrinkage=0.0204111 Tree=8559 num_leaves=3 num_cat=0 split_feature=148 448 split_gain=1.38033 1.65607 threshold=-0.084449999999999983 -0.050549999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034765072846832637 0.0002993619119927812 -1.1520300688245048e-05 leaf_weight=1.7274734897364385 2.7844094151296295 52.271759371180678 leaf_count=52 73 2316 internal_value=0 4.77792e-06 internal_weight=0 55.0562 internal_count=2441 2389 is_linear=0 shrinkage=0.000400217 Tree=8560 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.12688 1.52736 threshold=-0.52082499999999987 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020180597256838441 4.0062828296978027e-05 0.012121567645128051 leaf_weight=0.95226484781869558 54.162735449184765 4.6291447268945367 leaf_count=39 2282 155 internal_value=0 0.00101257 internal_weight=0 58.7919 internal_count=2476 2437 is_linear=0 shrinkage=0.0204111 Tree=8561 num_leaves=3 num_cat=0 split_feature=1429 41 split_gain=1.54334 1.04308 threshold=-1.0000000180025095e-35 0.075585000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050694704784056408 3.0253777063021049e-05 -0.00016985784013992045 leaf_weight=0.80918142179461838 54.884862704694569 4.4034713993733012 leaf_count=122 2228 130 internal_value=0 1.50989e-05 internal_weight=0 59.2883 internal_count=2480 2358 is_linear=0 shrinkage=0.000400217 Tree=8562 num_leaves=4 num_cat=0 split_feature=133 1 1456 split_gain=1.39359 1.81494 1.34043 threshold=0.099280000000000021 0.10124500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017564620323015582 -0.024268864803748517 0.010450417311098926 -0.018231901275569038 leaf_weight=53.890725904725059 1.8634462120999153 0.84240621497883683 1.3233526994772535 leaf_count=1918 338 40 174 internal_value=0 -0.013474 0.00124146 internal_weight=0 2.70585 55.2141 internal_count=2470 378 2092 is_linear=0 shrinkage=0.0204111 Tree=8563 num_leaves=3 num_cat=0 split_feature=51 1374 split_gain=1.07565 1.08059 threshold=-0.40274499999999996 0.086000000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01951307710909362 0.00087080491332536063 -0.014415760237829638 leaf_weight=1.0498091365243443 54.177075254183592 1.8854943794940471 leaf_count=91 2299 64 internal_value=0 0.000328979 internal_weight=0 56.0626 internal_count=2454 2363 is_linear=0 shrinkage=0.0204111 Tree=8564 num_leaves=4 num_cat=0 split_feature=48 12 0 split_gain=1.84927 1.6536 1.61005 threshold=0.12649500000000002 0.11610500000000001 -0.14920999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020949098425210792 -0.026376602825679361 -0.01600291012251925 0.00066603425223983712 leaf_weight=52.520590814985326 1.8256427423275456 2.0796267413245451 1.7314910043050975 leaf_count=2272 20 108 59 internal_value=0 0.00137426 -0.0135945 internal_weight=0 54.6002 3.55713 internal_count=2459 2380 79 is_linear=0 shrinkage=0.0204111 Tree=8565 num_leaves=4 num_cat=0 split_feature=124 457 123 split_gain=1.37555 1.98875 0.704274 threshold=-0.043384999999999993 -0.0046349999999999994 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.004849453269382931 -0.014105902323621055 0.00094961000862473714 0.01506477702036082 leaf_weight=0.85837702872231503 3.8434287059080807 48.067684354094808 3.7429832610396261 leaf_count=40 185 2085 159 internal_value=0 -0.00019304 0.0113229 internal_weight=0 51.9111 4.60136 internal_count=2469 2270 199 is_linear=0 shrinkage=0.0204111 Tree=8566 num_leaves=4 num_cat=0 split_feature=480 1429 4 split_gain=1.44439 1.41432 0.124947 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.50944500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044982386654134624 -0.00039953366296354326 3.2070845660079563e-05 -9.9255749791047471e-05 leaf_weight=0.8804371093779072 1.2870732142891927 58.202784273359839 0.37135496712289739 leaf_count=113 177 2147 10 internal_value=0 2.40526e-05 -0.000342825 internal_weight=0 59.0832 1.65843 internal_count=2447 2260 187 is_linear=0 shrinkage=0.000400217 Tree=8567 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=1.60627 2.13187 1.56052 threshold=-0.084024999999999975 -0.077724999999999975 0.084025000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047922235898106673 -0.01986586987497916 -0.0013810986937409441 0.0074045341581032518 leaf_weight=5.8815799499061567 2.7088659025093866 33.422340895649313 16.201956366148806 leaf_count=242 556 1013 653 internal_value=0 -0.00282405 0.00414834 internal_weight=0 36.1312 22.0835 internal_count=2464 1569 895 is_linear=0 shrinkage=0.0204111 Tree=8568 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=2.05934 1.34747 threshold=-0.48702499999999999 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044975424077959604 7.006537608071506e-05 -5.5460470165905646e-05 leaf_weight=1.565065417846198 24.576792348701247 30.656112689352312 leaf_count=24 422 2004 internal_value=0 4.23075e-07 internal_weight=0 55.2329 internal_count=2450 2426 is_linear=0 shrinkage=0.000400217 Tree=8569 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=1.2035 1.19642 threshold=-0.39935999999999994 0.38368000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047182018571796024 3.1793889178814741e-06 0.00041709676812444116 leaf_weight=0.72564493997378932 56.417675649377998 1.0292342386965163 leaf_count=135 2318 27 internal_value=0 1.13922e-05 internal_weight=0 57.4469 internal_count=2480 2345 is_linear=0 shrinkage=0.000400217 Tree=8570 num_leaves=3 num_cat=0 split_feature=38 159 split_gain=1.33822 1.27643 threshold=1.0000000180025095e-35 0.11259000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013147894249612604 -0.015487935562854514 -0.016273486992238528 leaf_weight=55.336177602635644 2.0779196416115147 1.6622815615073694 leaf_count=2316 53 125 internal_value=0 0.000770952 internal_weight=0 56.9985 internal_count=2494 2441 is_linear=0 shrinkage=0.0204111 Tree=8571 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=1.79806 2.64778 1.45815 threshold=-0.0087549999999999989 0.12558000000000005 -0.10946999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001550486868713005 0.013135624796754033 -0.027906050019969802 0.0015775883561101704 leaf_weight=33.937684072485126 5.8769344331794882 1.5551709018327518 19.056766306450299 leaf_count=1611 74 15 765 internal_value=0 -0.00278942 0.00434839 internal_weight=0 35.4929 24.9337 internal_count=2465 1626 839 is_linear=0 shrinkage=0.0204111 Tree=8572 num_leaves=4 num_cat=0 split_feature=43 157 13 split_gain=1.53425 1.11927 0.0160112 threshold=0.2506000000000001 -0.077234999999999984 -0.10170999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0073112662718532485 -0.025866872670927573 -0.0014198018692145992 -0.011796939814621328 leaf_weight=6.8722693574206906 0.8076109512912808 49.155000697213836 0.35288973072533625 leaf_count=294 30 2027 108 internal_value=0 -0.000336408 -0.0230029 internal_weight=0 56.0273 1.1605 internal_count=2459 2321 138 is_linear=0 shrinkage=0.0204111 Tree=8573 num_leaves=4 num_cat=0 split_feature=12 1210 12 split_gain=1.16627 0.969024 0.745478 threshold=0.11498000000000001 -0.08107499999999998 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004107642867607416 -0.00053278628643503329 1.0120900221088289e-05 -6.7162566564834997e-05 leaf_weight=0.77817210436842188 0.9556895625437386 55.84042814070699 1.2150816405940075 leaf_count=108 59 2238 72 internal_value=0 3.53691e-06 -0.000288233 internal_weight=0 56.6186 2.17077 internal_count=2477 2346 131 is_linear=0 shrinkage=0.000400217 Tree=8574 num_leaves=3 num_cat=0 split_feature=3 16 split_gain=1.38916 1.94218 threshold=-0.53670499999999988 0.16104500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040765818684789987 2.0638339984087933e-06 -0.00021525987713789436 leaf_weight=1.0865792995609798 47.79283517225781 7.5271972279015236 leaf_count=13 2070 385 internal_value=0 -2.78817e-05 internal_weight=0 55.32 internal_count=2468 2455 is_linear=0 shrinkage=0.000400217 Tree=8575 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=1.20148 2.55899 1.36187 threshold=-0.0087549999999999989 0.21217000000000003 -0.21407999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019573900698581057 0.017293998982781941 -0.037154564449852837 0.0014242113665949726 leaf_weight=32.344449658087115 2.3954339969641323 0.77284004143439133 22.475195930613154 leaf_count=1639 18 8 841 internal_value=0 -0.00290119 0.00302338 internal_weight=0 33.1173 24.8706 internal_count=2506 1647 859 is_linear=0 shrinkage=0.0204111 Tree=8576 num_leaves=3 num_cat=0 split_feature=146 46 split_gain=1.43015 1.39242 threshold=0.089495000000000005 0.084955000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.0525924168533592e-05 -0.00046314667357727919 -0.00039296171696491218 leaf_weight=58.213934995908858 0.92338728744652954 1.2224428688787146 leaf_count=2367 14 33 internal_value=0 1.12987e-05 internal_weight=0 59.4364 internal_count=2414 2400 is_linear=0 shrinkage=0.000400217 Tree=8577 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=1.30207 1.55611 threshold=0.089960000000000026 -0.23078999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024250225267390539 -0.00036933629973835968 1.3104245194138553e-05 leaf_weight=5.082402337822713 1.2036563623259997 53.921761985221792 leaf_count=68 30 2382 internal_value=0 3.32856e-05 internal_weight=0 59.0042 internal_count=2480 2450 is_linear=0 shrinkage=0.000400217 Tree=8578 num_leaves=4 num_cat=0 split_feature=480 13 16 split_gain=1.22411 1.17021 0.137769 threshold=0.08598500000000002 -0.5356749999999999 -0.25747499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014293624702578934 -0.0026462124882307004 0.0021937670201035704 -0.020111366733034906 leaf_weight=1.7435054958332319 0.26691368839237828 54.579540533801946 1.0998645156178088 leaf_count=23 9 2256 165 internal_value=0 0.00165605 -0.0171593 internal_weight=0 56.323 1.36678 internal_count=2453 2279 174 is_linear=0 shrinkage=0.0204111 Tree=8579 num_leaves=3 num_cat=0 split_feature=4 131 split_gain=1.32491 1.17199 threshold=-0.51416499999999987 0.10340500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018159842088605306 -0.0006506684133303132 0.014261637176799305 leaf_weight=1.6207258473150421 52.859384262256071 2.1786449915507538 leaf_count=50 2240 155 internal_value=0 -3.26182e-05 internal_weight=0 55.038 internal_count=2445 2395 is_linear=0 shrinkage=0.0204111 Tree=8580 num_leaves=4 num_cat=0 split_feature=51 51 13 split_gain=1.47247 1.53602 1.53498 threshold=-0.076794999999999988 -0.089214999999999989 -0.5356749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8066654235591303e-05 -0.00037041880666563085 -0.00043648119902503079 2.4981215711166994e-05 leaf_weight=5.9438418565589473 1.5134423870549643 2.3298820687923563 48.406202436817466 leaf_count=339 23 96 2043 internal_value=0 -0.000169033 1.21915e-05 internal_weight=0 8.27372 49.9196 internal_count=2501 435 2066 is_linear=0 shrinkage=0.000400217 Tree=8581 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=1.58388 1.10748 threshold=0.076175000000000007 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0064282259868802963 -0.019711294736068863 -0.00026930180925419632 leaf_weight=13.378321037664135 1.4199929716869508 43.267466499000193 leaf_count=221 82 2167 internal_value=0 0.00132205 internal_weight=0 56.6458 internal_count=2470 2388 is_linear=0 shrinkage=0.0204111 Tree=8582 num_leaves=3 num_cat=0 split_feature=3 48 split_gain=1.29878 1.25266 threshold=-0.48702499999999999 -0.097454999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017533405201189994 -0.018736557548225116 8.7399479145493364e-05 leaf_weight=1.8009271390910715 1.402095338788057 54.003077905497094 leaf_count=26 38 2413 internal_value=0 -0.000425791 internal_weight=0 55.4052 internal_count=2477 2451 is_linear=0 shrinkage=0.0204111 Tree=8583 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=2.44339 2.59506 0.192969 threshold=0.13604000000000002 0.26538000000000006 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012614064839832227 0.021584566380728195 -0.019676115212509684 0.0096337675852943439 leaf_weight=48.547906996893289 1.8062731152658673 2.8918473136109233 1.2270226460968832 leaf_count=2054 100 271 43 internal_value=0 -0.00126555 0.0172653 internal_weight=0 51.4398 3.0333 internal_count=2468 2325 143 is_linear=0 shrinkage=0.0204111 Tree=8584 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=1.22952 2.38908 threshold=1.0000000180025095e-35 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00060280411851060809 -0.015822103105854017 0.022000938574286841 leaf_weight=54.572101144917951 1.6575336655805575 2.1523434840146356 leaf_count=2299 50 109 internal_value=0 0.00145647 internal_weight=0 56.7244 internal_count=2458 2408 is_linear=0 shrinkage=0.0204111 Tree=8585 num_leaves=4 num_cat=0 split_feature=43 1 42 split_gain=1.83527 1.44614 1.38767 threshold=-0.15786499999999998 0.12180500000000001 -0.11377999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015653591454148249 -5.491730486290127e-05 0.00014558492529541408 0.00025117243037434247 leaf_weight=1.5744815666548673 41.896297335772488 6.5686687571433131 6.8408605799631896 leaf_count=55 2072 225 137 internal_value=0 -2.74694e-05 0.000173838 internal_weight=0 48.465 8.41534 internal_count=2489 2297 192 is_linear=0 shrinkage=0.000400217 Tree=8586 num_leaves=4 num_cat=0 split_feature=158 38 1 split_gain=1.45883 1.33281 0.203196 threshold=0.094850000000000004 0.084835000000000008 0.098370000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00095042193319908573 -0.021141420808405857 -0.016194627658777869 -0.0055803521618774683 leaf_weight=53.374775620010496 1.3841369072038094 1.8462018246063951 0.58858044233693352 leaf_count=2262 132 46 61 internal_value=0 0.000345601 -0.0170477 internal_weight=0 55.221 1.97272 internal_count=2501 2308 193 is_linear=0 shrinkage=0.0204111 Tree=8587 num_leaves=3 num_cat=0 split_feature=14 43 split_gain=1.53569 1.20813 threshold=0.076175000000000007 -0.51412499999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014343085362728457 -0.01917245242620047 0.0011330944066760675 leaf_weight=2.9295974128181106 1.3779963030683564 56.470003106300283 leaf_count=28 77 2350 internal_value=0 0.00181037 internal_weight=0 59.3996 internal_count=2455 2378 is_linear=0 shrinkage=0.0204111 Tree=8588 num_leaves=3 num_cat=0 split_feature=1374 42 split_gain=1.14826 1.35904 threshold=-0.094929999999999987 0.07443000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013623404775693982 0.0028104189344302227 -0.0041115800573332285 leaf_weight=2.3037792002287452 39.510002199366909 16.729537966069984 leaf_count=42 1276 1180 internal_value=0 0.000747258 internal_weight=0 56.2395 internal_count=2498 2456 is_linear=0 shrinkage=0.0204111 Tree=8589 num_leaves=4 num_cat=0 split_feature=43 43 0 split_gain=1.38752 3.14916 1.37795 threshold=0.095890000000000017 0.084965000000000013 -0.12292499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1211100284502267e-06 -0.00031698653692294914 -0.00060875076043272929 0.00026163854233388626 leaf_weight=48.909180800030754 0.66053468375844193 1.2934880451066408 4.9926928117968137 leaf_count=2212 27 18 224 internal_value=0 -1.80967e-05 0.000189188 internal_weight=0 50.2027 5.65323 internal_count=2481 2230 251 is_linear=0 shrinkage=0.000400217 Tree=8590 num_leaves=3 num_cat=0 split_feature=1375 16 split_gain=1.87072 1.23921 threshold=-0.43429999999999996 -0.0087549999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058067623530922547 -4.8145650263798524e-05 7.3359979924748252e-05 leaf_weight=0.77741336406142991 30.941378559952 23.598083721069088 leaf_count=8 1569 857 internal_value=0 4.46988e-06 internal_weight=0 54.5395 internal_count=2434 2426 is_linear=0 shrinkage=0.000400217 Tree=8591 num_leaves=4 num_cat=0 split_feature=12 3 148 split_gain=1.44353 2.07678 1.36243 threshold=0.09864500000000001 -0.084024999999999975 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011645434318900245 0.00030922289768203076 -5.5606765902214334e-05 -0.00025924934245007082 leaf_weight=16.728923987884627 0.66631936459452834 33.649751961054335 5.8559547129873399 leaf_count=728 18 1317 358 internal_value=0 1.66001e-06 -0.000196935 internal_weight=0 50.3787 6.52227 internal_count=2421 2045 376 is_linear=0 shrinkage=0.000400217 Tree=8592 num_leaves=4 num_cat=0 split_feature=151 4 42 split_gain=1.58403 2.49123 1.42552 threshold=0.056735000000000001 0.0047050000000000008 -0.0044549999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0082719058379136356 -0.024072395446126351 0.0036028403229054077 0.002154034078541514 leaf_weight=6.0920012283404494 2.6860751737694946 2.5783074483624659 45.728910999506752 leaf_count=667 67 44 1714 internal_value=0 -0.0107253 0.000913182 internal_weight=0 5.26438 51.8209 internal_count=2492 111 2381 is_linear=0 shrinkage=0.0204111 Tree=8593 num_leaves=4 num_cat=0 split_feature=1429 16 157 split_gain=1.39197 1.43974 0.104736 threshold=-1.0000000180025095e-35 -0.0087549999999999989 -0.087084999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013557408370325642 -2.0877615093495381e-05 0.00010674185575204842 -0.00052761904189053911 leaf_weight=0.24127540824429161 35.410606990292536 23.449250779794056 0.64025237259192991 leaf_count=46 1590 746 79 internal_value=0 3.0071e-05 -0.000447688 internal_weight=0 58.8599 0.881528 internal_count=2461 2336 125 is_linear=0 shrinkage=0.000400217 Tree=8594 num_leaves=4 num_cat=0 split_feature=156 1374 156 split_gain=1.09547 0.994973 0.854655 threshold=0.091255000000000017 0.093235000000000012 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5669822443222051e-05 -9.3119126857324871e-05 -0.00030439399722621748 -0.00055413952884689427 leaf_weight=56.737552909080932 2.5692792219986127 1.3898660135528178 0.77695418337225408 leaf_count=2198 143 37 75 internal_value=0 1.72077e-05 -0.000214638 internal_weight=0 58.1274 3.34623 internal_count=2453 2235 218 is_linear=0 shrinkage=0.000400217 Tree=8595 num_leaves=4 num_cat=0 split_feature=133 1 0 split_gain=1.28234 1.65086 1.02614 threshold=0.099280000000000021 0.10124500000000002 -0.0029549999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018613040726869927 -0.023602959754070438 0.009078472058380865 0.0069982237026946217 leaf_weight=44.731410335554983 1.8256193534652987 0.89092679739405856 10.051191158685468 leaf_count=1827 341 46 229 internal_value=0 -0.0129496 0.0011436 internal_weight=0 2.71655 54.7826 internal_count=2443 387 2056 is_linear=0 shrinkage=0.0204111 Tree=8596 num_leaves=4 num_cat=0 split_feature=16 150 15 split_gain=1.3641 2.70162 1.71893 threshold=-0.097794999999999979 0.086730000000000015 0.084050000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017053716114975037 6.6076357237420942e-05 0.00020159351326844017 -0.00023961148429681514 leaf_weight=14.517843166293234 35.334838935671087 3.8724443501560009 3.1039349262305214 leaf_count=458 1155 89 742 internal_value=0 -9.14318e-05 4.07678e-05 internal_weight=0 18.3903 38.4388 internal_count=2444 547 1897 is_linear=0 shrinkage=0.000400217 Tree=8597 num_leaves=3 num_cat=0 split_feature=1373 480 split_gain=1.43606 1.41446 threshold=0.099250000000000019 0.08598500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025051164457573572 -0.022597432791403482 -0.017406006713615533 leaf_weight=57.40793109531478 0.89472738334006763 1.4150316494087736 leaf_count=2290 18 175 internal_value=0 0.00199398 internal_weight=0 58.823 internal_count=2483 2465 is_linear=0 shrinkage=0.0204111 Tree=8598 num_leaves=4 num_cat=0 split_feature=2 0 49 split_gain=1.27609 1.66831 0.573119 threshold=0.14062000000000005 -0.23078999999999997 0.14321000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010116724195017407 0.018292369012434972 -0.0013485344952270644 -0.0011112155983090718 leaf_weight=5.7796972887008442 2.2320308261405439 51.442294027215439 0.85253117722459126 leaf_count=78 114 2312 28 internal_value=0 -0.000172993 0.0130784 internal_weight=0 57.222 3.08456 internal_count=2532 2390 142 is_linear=0 shrinkage=0.0204111 Tree=8599 num_leaves=4 num_cat=0 split_feature=42 1366 0 split_gain=1.55874 1.47785 1.11514 threshold=-0.0044549999999999998 -1.0000000180025095e-35 -0.13409999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002789015658235966 -0.00032627707073905945 6.4578812527341271e-05 -0.00020944044566263478 leaf_weight=0.75681247604893531 1.486988558579468 52.224127276520903 5.9221710532981424 leaf_count=30 50 1747 633 internal_value=0 5.31018e-05 -0.000150419 internal_weight=0 53.7111 6.67898 internal_count=2460 1797 663 is_linear=0 shrinkage=0.000400217 Tree=8600 num_leaves=4 num_cat=0 split_feature=124 457 40 split_gain=1.64522 1.94398 0.61109 threshold=-0.043384999999999993 -0.0046349999999999994 -0.026419999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017106692642023236 -0.01282720660936917 0.00079478034638446411 -0.0021494421030333524 leaf_weight=3.112054974166313 4.6731424441950358 49.566033872197522 0.84291275199211568 leaf_count=149 191 2110 48 internal_value=0 -0.000402871 0.0130565 internal_weight=0 54.2392 3.95497 internal_count=2498 2301 197 is_linear=0 shrinkage=0.0204111 Tree=8601 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=1.80156 2.95305 2.02385 threshold=-0.097754999999999995 -0.077774999999999983 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0073245245717817355 -0.019333797977753895 -0.0019353056946095984 -0.0085128544421664912 leaf_weight=14.429219082294368 4.5113356727279088 33.912553099701654 4.2705841026065618 leaf_count=241 1041 1040 128 internal_value=0 -0.0040283 0.00367851 internal_weight=0 38.4239 18.6998 internal_count=2450 2081 369 is_linear=0 shrinkage=0.0204111 Tree=8602 num_leaves=4 num_cat=0 split_feature=156 158 156 split_gain=1.12226 1.28751 0.906561 threshold=0.091255000000000017 0.094850000000000004 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024703402486852067 -0.003776505772603952 -0.013477785934213803 -0.028312689862164182 leaf_weight=54.077304623409191 2.3958900239281316 2.0839965125442168 0.75999819450225903 leaf_count=2039 138 194 75 internal_value=0 0.00185291 -0.0104529 internal_weight=0 56.1613 3.15589 internal_count=2446 2233 213 is_linear=0 shrinkage=0.0204111 Tree=8603 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=2.38743 2.72862 2.07147 threshold=-0.060644999999999991 -0.10770499999999998 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.771020903105904e-05 0.00019453678695577017 -0.00018716836473972899 -0.00011862212539472693 leaf_weight=24.342138577203968 15.872686725128007 13.263692159051287 4.2099680675109985 leaf_count=436 366 1590 102 internal_value=0 -4.19253e-05 0.000128595 internal_weight=0 37.6058 20.0827 internal_count=2494 2026 468 is_linear=0 shrinkage=0.000400217 Tree=8604 num_leaves=3 num_cat=0 split_feature=146 13 split_gain=1.64525 1.34302 threshold=0.086030000000000009 -0.5356749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017375324045362312 -0.024551698120178114 0.0014938182775937083 leaf_weight=1.5066071661494778 0.96229857817524944 54.239420773988058 leaf_count=23 17 2399 internal_value=0 0.000950049 internal_weight=0 55.746 internal_count=2439 2422 is_linear=0 shrinkage=0.0204111 Tree=8605 num_leaves=4 num_cat=0 split_feature=13 43 43 split_gain=1.30306 2.14933 1.03699 threshold=0.17888000000000001 -0.21368999999999996 -0.25364999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016931631346795827 -0.018392043669205747 -0.00071114393330375569 0.0029221000367255405 leaf_weight=2.9398967918823464 2.7734295351547189 50.033660503563851 1.3774635231238779 leaf_count=44 90 2297 35 internal_value=0 0.000301632 -0.011428 internal_weight=0 52.9736 4.15089 internal_count=2466 2341 125 is_linear=0 shrinkage=0.0204111 Tree=8606 num_leaves=3 num_cat=0 split_feature=1132 155 split_gain=1.46237 1.30245 threshold=-1.0000000180025095e-35 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022575019162028191 0.0021643488537104183 -0.020013186079263345 leaf_weight=0.93713660651701403 57.414213565608861 1.0135492902309113 leaf_count=19 2288 146 internal_value=0 0.00174209 internal_weight=0 58.4278 internal_count=2453 2434 is_linear=0 shrinkage=0.0204111 Tree=8607 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=1.53525 1.94632 1.30657 threshold=-0.10373499999999998 -0.074479999999999977 0.081365000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0091833703885411538 -0.010956854393621046 0.00018748880023769542 -0.0038641112215402635 leaf_weight=11.290921511788836 7.9309317668496524 34.663901787648683 4.3703817816165147 leaf_count=189 1239 898 137 internal_value=0 -0.00191081 0.00554081 internal_weight=0 42.5948 15.6613 internal_count=2463 2137 326 is_linear=0 shrinkage=0.0204111 Tree=8608 num_leaves=3 num_cat=0 split_feature=1444 45 split_gain=1.13354 1.17298 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018723262947770269 0.019697798648399267 -0.0011749574664455015 leaf_weight=1.1610846881958412 1.0330473311914818 55.239357973838878 leaf_count=29 21 2423 internal_value=0 -0.000753421 internal_weight=0 56.2724 internal_count=2473 2444 is_linear=0 shrinkage=0.0204111 Tree=8609 num_leaves=3 num_cat=0 split_feature=52 1365 split_gain=1.47143 1.37322 threshold=-0.40306999999999998 0.084635000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019709264146731163 0.00060942444935537454 -0.020121782283292786 leaf_weight=1.4954131476715691 54.123639569401575 1.2526649165447441 leaf_count=256 2214 38 internal_value=0 0.000100808 internal_weight=0 55.3763 internal_count=2508 2252 is_linear=0 shrinkage=0.0204111 Tree=8610 num_leaves=4 num_cat=0 split_feature=133 2 15 split_gain=1.21531 1.40401 0.120871 threshold=-0.26719999999999994 0.084175000000000014 -0.14803999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033649043343820899 0.0062608000021518312 -0.00068457876021019983 -0.024122045412538845 leaf_weight=0.18214294673816767 17.622512832213033 38.282706734517205 0.73930013308881726 leaf_count=16 686 1645 139 internal_value=0 0.00151289 -0.0208281 internal_weight=0 55.9052 0.921443 internal_count=2486 2331 155 is_linear=0 shrinkage=0.0204111 Tree=8611 num_leaves=3 num_cat=0 split_feature=2 483 split_gain=1.1344 1.21233 threshold=-0.18970999999999996 0.080810000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017113003439912042 -0.00020093031604743588 -0.013751682130575356 leaf_weight=1.3828547675802827 53.013001343766291 2.789373098806208 leaf_count=42 2149 277 internal_value=0 -0.000904468 internal_weight=0 55.8024 internal_count=2468 2426 is_linear=0 shrinkage=0.0204111 Tree=8612 num_leaves=3 num_cat=0 split_feature=4 4 split_gain=1.25299 1.42213 threshold=-0.52556499999999995 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017859274167395831 -0.017671138570463079 0.00046895340676105039 leaf_weight=1.5526177767605975 1.7462907844601421 57.816691921089841 leaf_count=38 87 2387 internal_value=0 -9.50432e-05 internal_weight=0 59.563 internal_count=2512 2474 is_linear=0 shrinkage=0.0204111 Tree=8613 num_leaves=3 num_cat=0 split_feature=1210 1429 split_gain=0.997632 1.05227 threshold=-0.08107499999999998 0.084545000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021049841972801471 -0.00050641118166297591 0.010548932549422841 leaf_weight=0.81924541844273235 52.262099010908287 3.7386673016735577 leaf_count=108 2238 155 internal_value=0 0.000251231 internal_weight=0 56.0008 internal_count=2501 2393 is_linear=0 shrinkage=0.0204111 Tree=8614 num_leaves=4 num_cat=0 split_feature=47 3 48 split_gain=1.4889 2.25828 1.85469 threshold=0.086380000000000012 -0.10628499999999998 0.12649500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6625985366180002e-05 0.00023564471437704471 -0.00019707378536261462 -0.00034507075495978821 leaf_weight=43.603762149837394 2.2815325822375589 10.120743935369317 1.8112302111464931 leaf_count=2142 25 291 28 internal_value=0 -0.000116074 3.97964e-05 internal_weight=0 12.4023 45.415 internal_count=2486 316 2170 is_linear=0 shrinkage=0.000400217 Tree=8615 num_leaves=4 num_cat=0 split_feature=129 457 2 split_gain=1.24789 1.21218 0.147102 threshold=0.090180000000000024 -0.0046349999999999994 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017102514804873597 -0.00044225530877520442 3.1308788473539984e-05 -0.00011350937024957532 leaf_weight=5.1134459443819642 0.95374408924180787 51.272799736201705 0.39607563877325447 leaf_count=198 112 2153 28 internal_value=0 1.26573e-05 -0.000361875 internal_weight=0 56.3862 1.34982 internal_count=2491 2351 140 is_linear=0 shrinkage=0.000400217 Tree=8616 num_leaves=4 num_cat=0 split_feature=2 150 457 split_gain=2.05091 2.31174 2.25384 threshold=0.090510000000000021 0.092390000000000014 0.090150000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3709935509630981e-05 2.3179654290180391e-05 0.00032432170745375245 -0.00053566186733823768 leaf_weight=21.800298482366546 29.106437364818248 4.6415246041044602 1.5652348721141596 leaf_count=1335 966 117 44 internal_value=0 6.55327e-05 -8.83961e-05 internal_weight=0 33.748 23.3655 internal_count=2462 1083 1379 is_linear=0 shrinkage=0.000400217 Tree=8617 num_leaves=3 num_cat=0 split_feature=1210 1374 split_gain=1.08706 1.07912 threshold=-0.08107499999999998 0.093235000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020958955313558607 0.0021073792507798426 -0.015293546391642229 leaf_weight=0.78900697167227818 55.189215910560051 1.4148124752682623 leaf_count=106 2304 40 internal_value=0 0.00164311 internal_weight=0 56.604 internal_count=2450 2344 is_linear=0 shrinkage=0.0204111 Tree=8618 num_leaves=3 num_cat=0 split_feature=447 31 split_gain=1.26296 1.13002 threshold=0.089095000000000021 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020010275229841997 0.015804561818234825 -0.0012743749131765489 leaf_weight=0.94652483890695194 1.8386394180270134 57.389160070749313 leaf_count=69 65 2372 internal_value=0 -0.000891349 internal_weight=0 58.3357 internal_count=2506 2441 is_linear=0 shrinkage=0.0204111 Tree=8619 num_leaves=4 num_cat=0 split_feature=376 40 42 split_gain=1.03178 1.25996 0.82648 threshold=1.0000000180025095e-35 -0.08292999999999999 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032241202136923814 -8.0048941324024754e-05 -1.4849022945912182e-06 0.00033176785954013927 leaf_weight=1.9223459757340595 1.0717779952101412 53.28268008151008 2.4345311335164288 leaf_count=64 13 2294 125 internal_value=0 -1.32902e-05 0.000207306 internal_weight=0 55.205 3.50631 internal_count=2496 2358 138 is_linear=0 shrinkage=0.000400217 Tree=8620 num_leaves=3 num_cat=0 split_feature=1210 1375 split_gain=1.0318 1.02339 threshold=-0.08107499999999998 -0.53764999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020851606589471747 0.021912056005015109 0.00072790891351675702 leaf_weight=0.79496688453946163 0.85516466345870767 54.684398173722911 leaf_count=103 3 2319 internal_value=0 0.00109752 internal_weight=0 55.5396 internal_count=2425 2322 is_linear=0 shrinkage=0.0204111 Tree=8621 num_leaves=4 num_cat=0 split_feature=15 1 148 split_gain=1.10869 1.62801 1.59872 threshold=0.097210000000000019 0.11174500000000002 -0.084449999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020664514450784356 -0.022942255845851127 0.0036878899725935298 0.0014698196162359 leaf_weight=1.2843185598030675 1.9277706845928144 1.7501089397992471 51.720263253145731 leaf_count=48 237 27 2174 internal_value=0 -0.0105358 0.000891068 internal_weight=0 3.67788 53.0046 internal_count=2486 264 2222 is_linear=0 shrinkage=0.0204111 Tree=8622 num_leaves=4 num_cat=0 split_feature=3 1 150 split_gain=1.19182 1.77678 1.53046 threshold=0.081025000000000014 0.098950000000000024 0.091105000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012615489765393176 -0.0069859932915625079 0.0079359652116178254 0.0055660286722744937 leaf_weight=22.299317313385473 15.554479129918038 14.262740745456538 5.3626231238886239 leaf_count=1733 275 430 80 internal_value=0 0.00233965 -0.00375547 internal_weight=0 36.5621 20.9171 internal_count=2518 2163 355 is_linear=0 shrinkage=0.0204111 Tree=8623 num_leaves=3 num_cat=0 split_feature=3 16 split_gain=1.82639 1.4473 threshold=-0.52412999999999987 0.26538000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039035199734583454 1.5220112935590917e-05 -0.00021781590946615427 leaf_weight=1.835333613998954 52.095805749486999 4.5369886658136229 leaf_count=20 2130 311 internal_value=0 -3.84191e-06 internal_weight=0 56.6328 internal_count=2461 2441 is_linear=0 shrinkage=0.000400217 Tree=8624 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=1.54117 1.47145 threshold=0.2506000000000001 0.095890000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010112746752372532 -0.023536442632530095 0.012805593849812754 leaf_weight=52.573176912797862 1.0892744487111929 3.3075977161461187 leaf_count=2247 142 85 internal_value=0 -0.000169479 internal_weight=0 55.8808 internal_count=2474 2332 is_linear=0 shrinkage=0.0204111 Tree=8625 num_leaves=4 num_cat=0 split_feature=2 14 49 split_gain=1.24076 1.70094 0.221139 threshold=0.14753000000000002 0.076175000000000007 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057451116143412593 0.018864808487845178 -0.027080676188840094 0.0047954996266356981 leaf_weight=51.888259774184462 1.3940920293571246 0.91680213961626478 0.81446577371389128 leaf_count=2245 89 70 24 internal_value=0 -0.00109104 0.0141581 internal_weight=0 52.8051 2.20856 internal_count=2428 2315 113 is_linear=0 shrinkage=0.0204111 Tree=8626 num_leaves=4 num_cat=0 split_feature=47 42 3 split_gain=1.31622 1.60465 0.941016 threshold=0.11069000000000002 -1.0000000180025095e-35 -0.074124999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019706386355937321 0.00037349392920299821 2.6688503852801762e-05 5.1529053715841726e-05 leaf_weight=5.6724615409864318 2.6177965084134485 45.528721253575895 3.2015326353139235 leaf_count=640 55 1672 71 internal_value=0 1.52358e-06 0.00020068 internal_weight=0 51.2012 5.81933 internal_count=2438 2312 126 is_linear=0 shrinkage=0.000400217 Tree=8627 num_leaves=4 num_cat=0 split_feature=15 474 0 split_gain=2.01007 2.54465 2.46759 threshold=-0.095584999999999989 0.084660000000000027 -0.23078999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016909057044227818 0.00034735684522732948 0.00032392450291631396 2.6905729914053438e-05 leaf_weight=13.6229081634699 4.1499276754839221 1.8052195215714153 40.001937683793813 leaf_count=451 44 43 1929 internal_value=0 -0.000109485 5.78281e-05 internal_weight=0 15.4281 44.1519 internal_count=2467 494 1973 is_linear=0 shrinkage=0.000400217 Tree=8628 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=1.15395 1.26553 threshold=-1.0000000180025095e-35 0.10637000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038770318592750824 4.0900640940826801e-07 -0.00043908715550288418 leaf_weight=1.0944054487772508 55.860944086985683 0.95755251077207404 leaf_count=17 2423 20 internal_value=0 -7.84675e-06 internal_weight=0 56.8185 internal_count=2460 2443 is_linear=0 shrinkage=0.000400217 Tree=8629 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=1.35489 1.40796 threshold=0.062655000000000016 -0.10373499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0059765215910294852 -0.019509825360396586 -0.0013276434885301283 leaf_weight=14.984317116321106 1.3114551063522402 40.366666625992366 leaf_count=284 74 2141 internal_value=0 0.000657774 internal_weight=0 55.351 internal_count=2499 2425 is_linear=0 shrinkage=0.0204111 Tree=8630 num_leaves=4 num_cat=0 split_feature=376 1444 0 split_gain=1.42324 1.17618 0.344956 threshold=0.048375000000000008 -0.084274999999999989 -0.091794999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035001988509143788 6.8375037644870939e-05 -3.9114361171536612e-05 0.00034525748179817657 leaf_weight=1.1634110967715958 1.2236660470807694 51.784236616452745 1.9093420232893539 leaf_count=31 51 2278 73 internal_value=0 -2.98434e-05 0.000243206 internal_weight=0 52.9476 3.13301 internal_count=2433 2309 124 is_linear=0 shrinkage=0.000400217 Tree=8631 num_leaves=4 num_cat=0 split_feature=15 49 4 split_gain=1.20312 1.91064 1.55321 threshold=-0.095584999999999989 -0.072214999999999988 0.27772500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026456855565453743 3.6382964465996091e-06 -0.00016374067652399953 0.00037468569755481456 leaf_weight=1.8031059946515586 40.715262388533574 13.294155065420226 1.7790955088858016 leaf_count=27 1867 475 53 internal_value=0 -0.000111015 2.01166e-05 internal_weight=0 15.0973 42.4944 internal_count=2422 502 1920 is_linear=0 shrinkage=0.000400217 Tree=8632 num_leaves=4 num_cat=0 split_feature=0 16 2 split_gain=2.10789 2.64483 2.64391 threshold=-0.12118 -0.33762999999999993 0.11370000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001557573267215055 -0.00015056784313482053 0.00014561323397584513 0.00014394182197975357 leaf_weight=6.5042127380147603 28.575980196415912 15.744818717644874 5.790826129242304 leaf_count=141 1812 221 282 internal_value=0 5.71727e-05 -0.000100637 internal_weight=0 22.249 34.3668 internal_count=2456 362 2094 is_linear=0 shrinkage=0.000400217 Tree=8633 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=1.79367 2.65966 0.64622 threshold=0.095890000000000017 0.084965000000000013 0.095155000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6375120606759598e-07 0.00012234775449242933 -0.00048175745081973661 0.00042916169284715791 leaf_weight=51.797966743475627 3.2708431823411948 1.7888301502098318 1.6595653293625217 leaf_count=2221 209 20 36 internal_value=0 -1.6798e-05 0.000232857 internal_weight=0 53.5868 4.93041 internal_count=2486 2241 245 is_linear=0 shrinkage=0.000400217 Tree=8634 num_leaves=3 num_cat=0 split_feature=10 376 split_gain=1.16773 1.10784 threshold=0.058500000000000003 0.048375000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00093507821641794541 0.016797474416812282 0.010406703262309764 leaf_weight=51.07894545171348 1.6378352655519837 3.7464246225299567 leaf_count=2271 51 118 internal_value=0 -0.000140421 internal_weight=0 54.8254 internal_count=2440 2389 is_linear=0 shrinkage=0.0204111 Tree=8635 num_leaves=4 num_cat=0 split_feature=160 1 15 split_gain=1.45992 1.48939 0.616109 threshold=0.11182000000000002 1.0000000180025095e-35 -0.085679999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0056905303199541509 -0.001654813557305128 0.0018462213904331406 -0.021795097667196402 leaf_weight=15.117257873145716 0.96906345634579372 38.529294974506684 1.824306974702721 leaf_count=1176 28 1165 109 internal_value=0 -0.000285016 -0.0151412 internal_weight=0 53.6466 2.79337 internal_count=2478 2341 137 is_linear=0 shrinkage=0.0204111 Tree=8636 num_leaves=4 num_cat=0 split_feature=3 3 16 split_gain=2.22243 1.4283 0.282337 threshold=0.17646500000000004 -0.12118 -0.020119999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0042568756634431531 0.022063959081371237 -0.0033814878716056165 0.0066804015051272116 leaf_weight=13.618275191846804 1.7508386049394178 39.600764464063332 0.8542891420511286 leaf_count=270 87 2072 27 internal_value=0 -0.00142207 0.0175025 internal_weight=0 53.219 2.60513 internal_count=2456 2342 114 is_linear=0 shrinkage=0.0204111 Tree=8637 num_leaves=4 num_cat=0 split_feature=4 3 40 split_gain=1.65228 1.86943 0.732954 threshold=-0.49367499999999992 -0.097754999999999995 -0.012109999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006846403104669342 0.0077553416528207356 -0.0007076697221010651 -0.023238903053555734 leaf_weight=0.7795958679635081 15.061451351961521 38.321045632735832 1.5363903144752828 leaf_count=17 320 2055 101 internal_value=0 0.00169134 -0.0155257 internal_weight=0 53.3825 2.31599 internal_count=2493 2375 118 is_linear=0 shrinkage=0.0204111 Tree=8638 num_leaves=3 num_cat=0 split_feature=31 457 split_gain=1.04828 0.951278 threshold=-1.0000000180025095e-35 -0.23069499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019997772924439952 0.014809679126608251 -0.00054678685586581784 leaf_weight=0.99022845943636539 1.6196526430940128 56.900079376929625 leaf_count=68 27 2370 internal_value=0 -9.42953e-05 internal_weight=0 58.5197 internal_count=2465 2397 is_linear=0 shrinkage=0.0204111 Tree=8639 num_leaves=4 num_cat=0 split_feature=128 43 2 split_gain=1.3042 1.01618 0.0684526 threshold=0.085185000000000025 -0.52334499999999984 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015087096204484382 -0.021020527414613025 0.00081003403184049297 -0.0067833411463047947 leaf_weight=2.0481775668449691 1.0005984352401345 54.49483257033944 0.32369285380445934 leaf_count=27 150 2270 16 internal_value=0 0.00135599 -0.0183407 internal_weight=0 56.543 1.32429 internal_count=2463 2297 166 is_linear=0 shrinkage=0.0204111 Tree=8640 num_leaves=4 num_cat=0 split_feature=484 15 40 split_gain=1.32476 1.72868 1.24427 threshold=-0.0068949999999999992 -0.43799499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021272790183190571 0.00038258324014803089 2.2072000085276287e-05 -0.00031912308769642574 leaf_weight=0.82264458070858415 2.1099539250963053 52.328840757282251 3.0312887996433338 leaf_count=17 119 1930 379 internal_value=0 3.68014e-05 -0.000202796 internal_weight=0 54.4388 3.85393 internal_count=2445 2049 396 is_linear=0 shrinkage=0.000400217 Tree=8641 num_leaves=4 num_cat=0 split_feature=160 1456 15 split_gain=1.20151 1.3562 0.0884758 threshold=-0.40446999999999994 1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0042628903625515427 0.0021515955092921688 -0.017283460772032654 -0.020922970010240145 leaf_weight=0.22847816281137057 54.438586724452989 1.4268632192638495 0.94574451150060557 leaf_count=15 2087 200 176 internal_value=0 0.00162163 -0.0183346 internal_weight=0 55.8654 1.17422 internal_count=2478 2287 191 is_linear=0 shrinkage=0.0204111 Tree=8642 num_leaves=4 num_cat=0 split_feature=160 43 15 split_gain=1.2324 1.24494 0.084794 threshold=-0.40446999999999994 0.095890000000000017 -0.10753999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0543845657274868e-05 7.356285576158786e-06 0.00021831312583280775 -0.00041243226257952243 leaf_weight=0.23345901197899366 53.763642599163632 4.7771424756112983 0.99080533116398217 leaf_count=17 2065 228 176 internal_value=0 2.4955e-05 -0.000363781 internal_weight=0 58.5408 1.22426 internal_count=2486 2293 193 is_linear=0 shrinkage=0.000400217 Tree=8643 num_leaves=4 num_cat=0 split_feature=0 15 15 split_gain=2.72041 2.60674 2.02933 threshold=-0.10674499999999999 0.048235000000000007 -0.016799999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.2342201997314125e-06 -5.2392858771395686e-05 -0.00038723902092570854 0.00025185691552477595 leaf_weight=17.829819132278548 25.169717879211024 4.2695163491589474 7.3479328101584533 leaf_count=308 1193 816 121 internal_value=0 -0.000102238 7.65867e-05 internal_weight=0 29.4392 25.1778 internal_count=2438 2009 429 is_linear=0 shrinkage=0.000400217 Tree=8644 num_leaves=4 num_cat=0 split_feature=157 48 1 split_gain=1.25689 1.52924 0.854755 threshold=-0.084489999999999996 0.13400000000000004 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021362319804541952 0.0018388455988291306 -0.014999009757532423 0.0030112935908990683 leaf_weight=1.6730868806562278 52.040431555312807 2.236917917874961 0.86480387340998266 leaf_count=170 2212 53 31 internal_value=0 0.00111546 -0.0132805 internal_weight=0 54.2773 2.53789 internal_count=2466 2265 201 is_linear=0 shrinkage=0.0204111 Tree=8645 num_leaves=4 num_cat=0 split_feature=4 1 1 split_gain=1.5979 2.31879 2.30495 threshold=-0.083954999999999988 0.080475000000000005 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023010817644911793 -0.00020701403140963698 -0.00010418032651600447 2.3964596105956405e-05 leaf_weight=10.689542688643995 8.5249139608040405 4.7227558845265767 34.726596704093708 leaf_count=315 1022 228 946 internal_value=0 0.00012766 -2.19785e-05 internal_weight=0 15.4123 43.2515 internal_count=2511 543 1968 is_linear=0 shrinkage=0.000400217 Tree=8646 num_leaves=3 num_cat=0 split_feature=1373 1373 split_gain=1.145 1.22977 threshold=0.099250000000000019 0.087970000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037461737874635556 -0.021150966949326735 0.020077811153015736 leaf_weight=55.86711765775658 0.89169915422826207 1.2398311388969876 leaf_count=2415 20 23 internal_value=0 0.000840839 internal_weight=0 57.1069 internal_count=2458 2438 is_linear=0 shrinkage=0.0204111 Tree=8647 num_leaves=4 num_cat=0 split_feature=43 130 42 split_gain=1.25057 1.13158 0.470504 threshold=0.14198000000000002 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4131498285300212e-05 0.00030859695578164281 -0.00030980993166903871 -1.3792674187148048e-05 leaf_weight=55.204757467878608 3.010337988961282 1.6709262132007996 0.9322894405122496 leaf_count=2048 134 256 55 internal_value=0 4.02455e-06 0.000234088 internal_weight=0 56.8757 3.94263 internal_count=2493 2304 189 is_linear=0 shrinkage=0.000400217 Tree=8648 num_leaves=3 num_cat=0 split_feature=1132 376 split_gain=1.13472 1.21745 threshold=-1.0000000180025095e-35 0.088470000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039446930020644319 5.0535636573641699e-06 0.00039907575584280505 leaf_weight=0.9998860054765818 57.711935642973913 1.1721005342769775 leaf_count=22 2470 31 internal_value=0 1.36392e-05 internal_weight=0 58.884 internal_count=2523 2501 is_linear=0 shrinkage=0.000400217 Tree=8649 num_leaves=3 num_cat=0 split_feature=1210 51 split_gain=1.12266 1.13353 threshold=-0.08107499999999998 -0.40274499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041219048882897783 -0.00037846893369486548 4.1523679791592784e-05 leaf_weight=0.80607930701807973 0.93705962017975153 56.779748815257108 leaf_count=102 91 2246 internal_value=0 3.39853e-05 internal_weight=0 57.7168 internal_count=2439 2337 is_linear=0 shrinkage=0.000400217 Tree=8650 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=1.11556 1.48754 threshold=0.13507500000000003 -0.108275 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017524278165981729 0.017279885083191903 0.00023917648300527698 leaf_weight=1.92620155673353 1.4141651378886297 53.91582767177124 leaf_count=136 27 2313 internal_value=0 -0.000407393 internal_weight=0 55.842 internal_count=2476 2449 is_linear=0 shrinkage=0.0204111 Tree=8651 num_leaves=4 num_cat=0 split_feature=43 16 42 split_gain=1.78409 2.272 1.61457 threshold=-0.063379999999999978 0.15539500000000003 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021286583755619016 -2.9124648370377266e-05 -0.00034843769088933115 0.00011888140730902394 leaf_weight=2.5673658537336932 31.189804678193468 3.9225874706353343 19.423517564694521 leaf_count=98 1168 193 993 internal_value=0 -6.5791e-05 7.92688e-05 internal_weight=0 35.1124 21.9909 internal_count=2452 1361 1091 is_linear=0 shrinkage=0.000400217 Tree=8652 num_leaves=3 num_cat=0 split_feature=46 1444 split_gain=1.55761 1.05419 threshold=0.084955000000000017 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019462370751430948 -0.021711223910728168 0.00043590257269534986 leaf_weight=1.128155227343085 1.1921845327451581 56.270971035681669 leaf_count=28 37 2387 internal_value=0 0.000847023 internal_weight=0 57.3991 internal_count=2452 2415 is_linear=0 shrinkage=0.0204111 Tree=8653 num_leaves=4 num_cat=0 split_feature=0 0 150 split_gain=2.00594 2.12146 1.74186 threshold=-0.0019449999999999999 0.12113000000000002 0.081245000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00615789086120063 0.014717448419098583 -0.0025537703433086878 0.0033426292059196955 leaf_weight=30.713560543553058 5.6479740659851796 6.0438498457297101 10.795553307317276 leaf_count=1873 150 109 285 internal_value=0 0.00584991 -0.00368468 internal_weight=0 11.6918 41.5091 internal_count=2417 259 2158 is_linear=0 shrinkage=0.0204111 Tree=8654 num_leaves=4 num_cat=0 split_feature=151 16 403 split_gain=1.19655 2.17082 1.44488 threshold=-0.083274999999999988 -0.52595999999999987 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048881083889065963 -0.00019444507839624873 -6.0304834296915482e-06 6.3379590561813947e-05 leaf_weight=1.8305603245971722 3.6427330162550779 6.442049552265642 48.396315795244618 leaf_count=25 586 271 1588 internal_value=0 -0.000117961 4.49531e-05 internal_weight=0 8.27261 52.039 internal_count=2470 296 2174 is_linear=0 shrinkage=0.000400217 Tree=8655 num_leaves=4 num_cat=0 split_feature=42 124 12 split_gain=1.57356 1.23782 1.22503 threshold=-1.0000000180025095e-35 -0.027784999999999997 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.51691450023922e-05 0.00027283628023029279 2.1253056523481399e-05 -0.00036023946491331855 leaf_weight=4.3354297839050551 3.2339745442714039 49.593447987133459 2.837061163296994 leaf_count=99 157 1639 587 internal_value=0 3.71989e-05 -0.000161205 internal_weight=0 52.8274 7.17249 internal_count=2482 1796 686 is_linear=0 shrinkage=0.000400217 Tree=8656 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=1.21907 1.18445 threshold=-0.40446999999999994 0.13130500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020754004284843114 0.00071675143774394771 0.010987717455045945 leaf_weight=0.91969217460132213 52.393325007937165 5.0265762460658143 leaf_count=196 2123 178 internal_value=0 0.00163551 internal_weight=0 57.4199 internal_count=2497 2301 is_linear=0 shrinkage=0.0204111 Tree=8657 num_leaves=4 num_cat=0 split_feature=52 43 15 split_gain=1.84504 1.50488 1.18866 threshold=-0.047889999999999995 -0.15246999999999997 0.048235000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010408423878284156 0.00012002690573653566 -0.00010711052135903205 -0.00025654558875116344 leaf_weight=19.311482443186836 5.4231657344735131 30.327678901904619 1.477287637801054 leaf_count=664 133 1520 81 internal_value=0 -7.23881e-05 7.72202e-05 internal_weight=0 35.7508 20.7888 internal_count=2398 1653 745 is_linear=0 shrinkage=0.000400217 Tree=8658 num_leaves=4 num_cat=0 split_feature=12 148 12 split_gain=1.61071 1.80084 0.917621 threshold=0.11610500000000001 -0.084064999999999987 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038857031296602937 -0.00060603315582234381 4.6752311363288399e-05 -8.3380966235326414e-05 leaf_weight=1.4542160275159393 0.85156164554246006 54.889633592157907 1.3154197382818891 leaf_count=51 47 2274 71 internal_value=0 3.47684e-05 -0.000308453 internal_weight=0 56.3438 2.16698 internal_count=2443 2325 118 is_linear=0 shrinkage=0.000400217 Tree=8659 num_leaves=4 num_cat=0 split_feature=13 51 474 split_gain=1.53839 1.9941 1.49932 threshold=-0.037429999999999998 0.081440000000000026 0.084660000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087193702239076343 0.00032242151278270571 0.008083293077075766 0.013297187976492226 leaf_weight=14.816789592639909 33.523705521245802 3.5709926449626428 4.0611637680249251 leaf_count=1133 1046 185 97 internal_value=0 -0.00542704 0.00175972 internal_weight=0 18.3878 37.5849 internal_count=2461 1318 1143 is_linear=0 shrinkage=0.0204111 Tree=8660 num_leaves=4 num_cat=0 split_feature=1 16 1186 split_gain=1.38572 2.67659 1.33881 threshold=1.0000000180025095e-35 0.0060650000000000009 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01604399075753566 -0.00036986387882602465 0.0012350183586967958 0.018655035968451004 leaf_weight=6.9408792569749931 36.251191310631839 7.9076415304944021 1.4973033989663225 leaf_count=978 1136 295 26 internal_value=0 -0.00690161 0.000437702 internal_weight=0 14.8485 37.7485 internal_count=2435 1273 1162 is_linear=0 shrinkage=0.0204111 Tree=8661 num_leaves=3 num_cat=0 split_feature=1373 13 split_gain=1.20564 1.15007 threshold=-1.0000000180025095e-35 -0.5356749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019976481404054742 -0.015656977851270158 0.0015612389912731516 leaf_weight=1.0466810773359601 1.5535337267938292 54.91122408058186 leaf_count=20 27 2384 internal_value=0 0.00105746 internal_weight=0 56.4648 internal_count=2431 2411 is_linear=0 shrinkage=0.0204111 Tree=8662 num_leaves=4 num_cat=0 split_feature=15 130 1 split_gain=1.88556 1.49182 0.367175 threshold=0.097210000000000019 -0.085699999999999985 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044882117063971266 -0.00043103664450484124 2.1337299246878459e-05 -0.00011689213063912531 leaf_weight=0.99138308066176151 1.7107478692860234 53.388840780628698 1.0469293196802025 leaf_count=62 244 2174 23 internal_value=0 1.18614e-05 -0.000320989 internal_weight=0 54.3802 2.75768 internal_count=2503 2236 267 is_linear=0 shrinkage=0.000400217 Tree=8663 num_leaves=3 num_cat=0 split_feature=128 457 split_gain=0.999721 1.00392 threshold=0.089290000000000022 -0.0046349999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014018198146354386 -0.00035763419428219717 4.6361585680359143e-05 leaf_weight=4.9666001776931799 0.9761804929819381 51.5214296037841 leaf_count=195 153 2152 internal_value=0 2.97152e-05 internal_weight=0 56.488 internal_count=2500 2347 is_linear=0 shrinkage=0.000400217 Tree=8664 num_leaves=4 num_cat=0 split_feature=15 0 474 split_gain=1.54549 2.28762 2.12604 threshold=-0.095804999999999987 -0.10566999999999999 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0076228124418731454 0.0089721488212712846 -0.00084351922874021117 0.015337350457095462 leaf_weight=13.480424403345067 15.442137143223588 27.126013951846289 1.8115485506241373 leaf_count=464 237 1732 44 internal_value=0 0.00273144 -0.00481115 internal_weight=0 42.5682 15.292 internal_count=2477 1969 508 is_linear=0 shrinkage=0.0204111 Tree=8665 num_leaves=4 num_cat=0 split_feature=16 16 151 split_gain=1.48464 2.65558 1.63894 threshold=-0.0087549999999999989 -0.056829999999999992 0.043560000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8872600966190224e-05 7.861078194234736e-05 -0.00034820845234191574 -0.00035457027625786507 leaf_weight=27.828841088333093 23.311397752320776 4.8000874357649073 1.3777721205988189 leaf_count=1308 821 303 41 internal_value=0 -7.68807e-05 5.29456e-05 internal_weight=0 32.6289 24.6892 internal_count=2473 1611 862 is_linear=0 shrinkage=0.000400217 Tree=8666 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=1.53243 2.19253 1.42453 threshold=0.094435000000000005 0.020675000000000002 0.12300500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0085976732466786793 0.0048949535129088079 0.0033293766345278801 -0.0064464323010015008 leaf_weight=17.631998887825151 21.726074132591751 9.9860371259624099 5.7466864619718754 leaf_count=1363 602 354 152 internal_value=0 -0.0042891 0.00250605 internal_weight=0 27.618 27.4728 internal_count=2471 1717 754 is_linear=0 shrinkage=0.0204111 Tree=8667 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=1.64985 1.56632 threshold=0.099460000000000007 0.11740500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.2420717597507413e-05 -0.00038373611456798371 0.00032326190481449349 leaf_weight=50.542715679690218 1.7225758445347299 2.2168595734983674 leaf_count=2324 67 57 internal_value=0 2.33876e-06 internal_weight=0 52.7596 internal_count=2448 2381 is_linear=0 shrinkage=0.000400217 Tree=8668 num_leaves=4 num_cat=0 split_feature=42 33 39 split_gain=1.40441 1.50571 1.19949 threshold=-0.0044549999999999998 -1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0088810647845116598 -0.019304460297911202 0.0035691910149608028 0.019288709943437066 leaf_weight=6.8236218584279404 1.1177618849906128 51.16311334015063 0.58754408359527577 leaf_count=667 28 1760 2 internal_value=0 0.00303994 -0.00639398 internal_weight=0 52.2809 7.41117 internal_count=2457 1788 669 is_linear=0 shrinkage=0.0204111 Tree=8669 num_leaves=4 num_cat=0 split_feature=159 159 15 split_gain=1.53488 2.42935 1.41353 threshold=0.091305000000000011 0.087995000000000004 -0.4680149999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047064106773762339 0.01716625044943218 0.019650895828992768 -0.016931089017333801 leaf_weight=49.260725591672781 0.49596902246321395 2.5212081452955308 3.5254553362524339 leaf_count=2142 52 39 226 internal_value=0 0.000549341 -0.0123747 internal_weight=0 51.7819 4.02142 internal_count=2459 2181 278 is_linear=0 shrinkage=0.0204111 Tree=8670 num_leaves=4 num_cat=0 split_feature=43 130 43 split_gain=1.1342 1.71194 1.36248 threshold=-0.16648499999999997 -1.0000000180025095e-35 0.095890000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012088844742936136 -0.0027962738174426493 0.011571934271556887 0.008234632736203798 leaf_weight=1.5079103439202297 45.506399667845471 6.0563783513134686 5.0874421041908127 leaf_count=51 2046 122 255 internal_value=0 0.00674772 -0.00167133 internal_weight=0 7.56429 50.5938 internal_count=2474 173 2301 is_linear=0 shrinkage=0.0204111 Tree=8671 num_leaves=4 num_cat=0 split_feature=13 13 456 split_gain=1.21861 2.79972 1.81241 threshold=-0.083424999999999985 -0.084169999999999981 0.087015000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069916068960880213 -0.0022275166089552444 0.028509128800541773 -0.024898738303780733 leaf_weight=15.707011806181983 37.930836371070654 1.5571248150008603 1.418378825759645 leaf_count=724 1663 56 52 internal_value=0 0.003375 -0.00311305 internal_weight=0 17.2641 39.3492 internal_count=2495 780 1715 is_linear=0 shrinkage=0.0204111 Tree=8672 num_leaves=4 num_cat=0 split_feature=13 13 48 split_gain=1.28523 2.88654 1.74347 threshold=-0.084024999999999975 -0.084169999999999981 0.093265000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022111362014022285 -0.0039470722684047214 0.032412540571077446 0.0066544331276207624 leaf_weight=15.915492077453566 33.151462064851103 1.3278776662718872 7.914562531953151 leaf_count=702 1585 13 178 internal_value=0 0.00473099 -0.00189133 internal_weight=0 17.2434 41.066 internal_count=2478 715 1763 is_linear=0 shrinkage=0.0204111 Tree=8673 num_leaves=4 num_cat=0 split_feature=2 0 16 split_gain=1.20957 1.61785 1.43907 threshold=0.12203000000000001 -0.12118 0.10489000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025609177595580291 0.011043474200544202 -0.0051065338122031709 -0.011206459253528867 leaf_weight=18.71780527118699 5.9901326866383888 29.255620510806693 1.4144812899940005 leaf_count=309 194 1894 67 internal_value=0 -0.00211592 0.00668952 internal_weight=0 47.9734 7.40461 internal_count=2464 2203 261 is_linear=0 shrinkage=0.0204111 Tree=8674 num_leaves=4 num_cat=0 split_feature=14 1446 2 split_gain=1.44636 1.16284 0.260184 threshold=0.076175000000000007 0.083530000000000007 0.093045000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021042624890003558 -0.027283178171092437 -0.018109650815120129 -0.0084396783826404895 leaf_weight=56.404184081823814 0.64863426250599221 1.0998839862991179 0.75791398371438845 leaf_count=2164 55 207 23 internal_value=0 0.00168319 -0.0185004 internal_weight=0 57.5041 1.40655 internal_count=2449 2371 78 is_linear=0 shrinkage=0.0204111 Tree=8675 num_leaves=4 num_cat=0 split_feature=150 48 0 split_gain=2.48229 1.58866 0.150214 threshold=0.11614000000000001 0.086260000000000017 -0.22996999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0750481683222324e-05 0.00042249731706903181 -0.0001411750201390022 0.0002206442815447168 leaf_weight=37.463662338018594 1.6389597672969105 12.975853087917356 1.6673886748976645 leaf_count=1949 17 406 74 internal_value=0 -2.11262e-05 0.000331265 internal_weight=0 50.4395 3.30635 internal_count=2446 2355 91 is_linear=0 shrinkage=0.000400217 Tree=8676 num_leaves=4 num_cat=0 split_feature=1213 475 133 split_gain=1.37671 1.27859 1.24779 threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.032969999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032840256402886955 0.00017695351069917545 -0.0004114573464900573 -6.4517306530526699e-06 leaf_weight=0.36605241894722018 6.64055995244098 2.0176311388236163 49.42526626307631 leaf_count=2 349 392 1740 internal_value=0 -0.000288204 1.55806e-05 internal_weight=0 2.38368 56.0658 internal_count=2483 394 2089 is_linear=0 shrinkage=0.000400217 Tree=8677 num_leaves=4 num_cat=0 split_feature=1 43 13 split_gain=1.98874 1.60824 1.22445 threshold=0.10423500000000001 -0.51412499999999983 -0.43167499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000242679825480372 -0.00026700439515490597 -6.1762797605621181e-05 0.00014802352020930315 leaf_weight=2.9131512682033636 1.1154375268442915 34.343772234930384 17.687837843761372 leaf_count=37 47 1863 475 internal_value=0 -3.73024e-05 0.000121969 internal_weight=0 37.2569 18.8033 internal_count=2422 1900 522 is_linear=0 shrinkage=0.000400217 Tree=8678 num_leaves=3 num_cat=0 split_feature=47 1444 split_gain=1.41992 1.14495 threshold=0.13855500000000001 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019640227879124967 -0.019444915246117696 -0.00040031960242390931 leaf_weight=1.1034760399779759 1.4903646522434417 51.894688507489263 leaf_count=24 28 2385 internal_value=0 5.74713e-05 internal_weight=0 52.9982 internal_count=2437 2409 is_linear=0 shrinkage=0.0204111 Tree=8679 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=1.68783 1.92113 threshold=-0.52412999999999987 -0.17966999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019923437033147823 -0.0086943359456983973 0.0019578943156633942 leaf_weight=1.789132158999563 8.1858548626532848 46.93327602639215 leaf_count=19 198 2238 internal_value=0 0.000361491 internal_weight=0 55.1191 internal_count=2455 2436 is_linear=0 shrinkage=0.0204111 Tree=8680 num_leaves=4 num_cat=0 split_feature=484 48 16 split_gain=1.43302 1.32585 0.317141 threshold=-0.082244999999999985 0.12649500000000002 -0.063814999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.6269140305916165e-05 1.3716775241532721e-05 -0.00023489989530896252 -0.00044325913122652264 leaf_weight=0.4132683817315409 51.342071848897149 3.5696704254021361 1.371509758639603 leaf_count=58 2149 75 182 internal_value=0 -2.89026e-06 -0.000356724 internal_weight=0 54.9117 1.78478 internal_count=2464 2224 240 is_linear=0 shrinkage=0.000400217 Tree=8681 num_leaves=4 num_cat=0 split_feature=43 43 132 split_gain=1.81136 1.13286 0.0256654 threshold=0.21983500000000003 0.14198000000000002 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018750095410318093 -0.010972691034790401 0.016345404674327248 -0.024965853375630263 leaf_weight=55.295341066811261 0.34500812179680906 1.7569861583251611 0.98262744607882158 leaf_count=2257 66 33 87 internal_value=0 0.000716142 -0.0224657 internal_weight=0 57.0523 1.32764 internal_count=2443 2290 153 is_linear=0 shrinkage=0.0204111 Tree=8682 num_leaves=4 num_cat=0 split_feature=457 3 1 split_gain=1.61878 1.88176 1.18492 threshold=0.080930000000000016 0.090810000000000016 0.10423500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028861412543125524 -0.0015434488346555127 0.017170050623058288 0.0036719972855629554 leaf_weight=29.689568976864393 3.9361799965681694 5.0271418609336251 18.556328386172027 leaf_count=1795 137 58 479 internal_value=0 0.0090345 -0.000361089 internal_weight=0 8.96332 48.2459 internal_count=2469 195 2274 is_linear=0 shrinkage=0.0204111 Tree=8683 num_leaves=4 num_cat=0 split_feature=42 15 148 split_gain=1.49998 2.32223 1.4858 threshold=0.091705000000000023 0.21988000000000002 -0.084449999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034610712033824822 -0.00025903892550886682 0.00035333389157948423 3.9609568539272159e-05 leaf_weight=1.5431432943441894 6.2738068032795118 1.073653840459883 48.077777596494798 leaf_count=51 503 10 1873 internal_value=0 -0.000165595 2.68621e-05 internal_weight=0 7.34746 49.6209 internal_count=2437 513 1924 is_linear=0 shrinkage=0.000400217 Tree=8684 num_leaves=4 num_cat=0 split_feature=156 11 0 split_gain=1.27522 1.35713 0.748948 threshold=0.091255000000000017 0.08976000000000002 -0.13110499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014726734709552723 -0.026771483560660829 -0.013944621252095316 -0.0054839229005487367 leaf_weight=52.583952502096963 0.91533538301860096 2.379485543797272 2.3393009359906491 leaf_count=2171 26 62 202 internal_value=0 0.000778233 -0.0121621 internal_weight=0 54.9634 3.25464 internal_count=2461 2233 228 is_linear=0 shrinkage=0.0204111 Tree=8685 num_leaves=4 num_cat=0 split_feature=128 133 15 split_gain=1.03297 1.09188 0.0257875 threshold=0.089290000000000022 -0.24264499999999997 -0.10602999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042117670427842144 -0.00011974456918518084 1.3970862217690071e-05 -0.00038459423508858026 leaf_weight=0.82742933137683294 0.20023026403191579 54.975422526870716 0.98827388102199509 leaf_count=119 14 2192 148 internal_value=0 6.68814e-06 -0.000354126 internal_weight=0 55.8029 1.1885 internal_count=2473 2311 162 is_linear=0 shrinkage=0.000400217 Tree=8686 num_leaves=4 num_cat=0 split_feature=0 4 2 split_gain=1.61376 2.80735 1.62996 threshold=0.043560000000000008 -0.17966999999999997 0.10855000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044111664020691008 4.1963560629406273e-05 -5.3872480658100922e-06 0.00040509979879399977 leaf_weight=2.3898224694457886 6.5257807298185053 44.479229413886287 2.7495413326323614 leaf_count=52 136 2184 53 internal_value=0 -2.86032e-05 0.000153158 internal_weight=0 46.8691 9.27532 internal_count=2425 2236 189 is_linear=0 shrinkage=0.000400217 Tree=8687 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=1.32817 1.47305 threshold=0.27266500000000005 -0.26987499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026335446971403789 -0.00035073714296359376 -5.9764097814951719e-06 leaf_weight=3.3598999415808057 1.5630399995061441 51.449229751273378 leaf_count=82 39 2338 internal_value=0 1.10373e-05 internal_weight=0 54.8091 internal_count=2459 2420 is_linear=0 shrinkage=0.000400217 Tree=8688 num_leaves=4 num_cat=0 split_feature=1 48 16 split_gain=1.12473 1.86566 1.01672 threshold=0.13662500000000002 0.12879500000000002 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022609927947122308 0.021648728884528734 -0.018039883594901364 3.1936179311280729e-05 leaf_weight=50.596811696089844 1.671016027012229 2.4621730868266232 1.8445666608859017 leaf_count=2275 94 50 45 internal_value=0 -0.00108899 0.0106578 internal_weight=0 53.059 3.51558 internal_count=2464 2325 139 is_linear=0 shrinkage=0.0204111 Tree=8689 num_leaves=4 num_cat=0 split_feature=43 48 42 split_gain=1.36573 1.69596 1.49967 threshold=-0.061959999999999994 0.085865000000000011 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020361360671160343 1.8256351640474401e-05 -0.00016458965403071826 0.00012211657620152494 leaf_weight=2.4558995872960194 25.201064248754847 11.866318759674185 19.573535901889045 leaf_count=93 1116 227 1025 internal_value=0 -4.05972e-05 8.49573e-05 internal_weight=0 37.0674 22.0294 internal_count=2461 1343 1118 is_linear=0 shrinkage=0.000400217 Tree=8690 num_leaves=4 num_cat=0 split_feature=15 3 150 split_gain=1.35259 2.32568 1.60896 threshold=-0.034554999999999995 0.11697500000000001 0.082295000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062517444727887056 -0.0063657339928298229 0.01054353982137312 0.009638429425819172 leaf_weight=18.528203428537612 20.790291253509171 3.9397519980193456 9.5698407446470792 leaf_count=867 1306 47 195 internal_value=0 -0.00363653 0.00289486 internal_weight=0 24.73 28.098 internal_count=2415 1353 1062 is_linear=0 shrinkage=0.0204111 Tree=8691 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=1.57638 1.20442 threshold=-0.51412499999999983 -0.08130999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013975411811977395 0.0036528343220318567 -0.0031730297557068538 leaf_weight=2.8485087195094811 14.685391334469385 39.509257036509325 leaf_count=38 605 1780 internal_value=0 -0.00131967 internal_weight=0 54.1946 internal_count=2423 2385 is_linear=0 shrinkage=0.0204111 Tree=8692 num_leaves=4 num_cat=0 split_feature=133 457 15 split_gain=1.48318 1.42071 0.707513 threshold=0.10071000000000001 -1.0000000180025095e-35 -0.13800499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010730797246073055 0.010890327185072978 0.00071792040641518106 -0.021873574605796489 leaf_weight=4.8757167411349647 0.25049434440461515 47.619527587235098 1.8174296619895347 leaf_count=191 32 1890 346 internal_value=0 -0.000366003 -0.0175493 internal_weight=0 52.4952 2.06792 internal_count=2459 2081 378 is_linear=0 shrinkage=0.0204111 Tree=8693 num_leaves=4 num_cat=0 split_feature=42 49 1 split_gain=1.74259 1.6862 1.4486 threshold=-0.0044549999999999998 -0.088014999999999996 0.097145000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021334949447854974 -0.01023029064353557 0.0017900017636832313 -0.0011104585728011031 leaf_weight=2.8551302527105227 5.3557352724965304 43.78693555624568 2.9607373969556647 leaf_count=581 130 1664 76 internal_value=0 0.000459711 -0.0112545 internal_weight=0 49.1427 5.81587 internal_count=2451 1794 657 is_linear=0 shrinkage=0.0204111 Tree=8694 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.23164 1.36136 threshold=-0.5356749999999999 -0.52014499999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016018869988892237 0.024292695779621898 0.0020202265463753004 leaf_weight=1.429452151627628 1.0564923171878025 56.202798798538197 leaf_count=23 13 2440 internal_value=0 0.00247778 internal_weight=0 57.2593 internal_count=2476 2453 is_linear=0 shrinkage=0.0204111 Tree=8695 num_leaves=4 num_cat=0 split_feature=4 52 124 split_gain=1.41238 1.44619 0.84698 threshold=-0.49367499999999992 0.18897000000000003 -0.027784999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027231602061947779 0.0016442590039529642 -0.012375294747263642 -0.022876034024767299 leaf_weight=0.75163536332547698 50.759500936591849 3.1504288026665099 1.609569354179256 leaf_count=11 2065 266 111 internal_value=0 0.000801022 -0.0149728 internal_weight=0 53.9099 2.3612 internal_count=2453 2331 122 is_linear=0 shrinkage=0.0204111 Tree=8696 num_leaves=4 num_cat=0 split_feature=484 1 40 split_gain=1.28788 1.39613 0.962339 threshold=-0.0068949999999999992 0.12796000000000002 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030154948934099732 -7.5387523675206299e-06 0.00020875237441734067 -0.00030998476381435835 leaf_weight=0.38309487566584755 46.390239988779058 5.216475156424166 3.0546227890526998 leaf_count=13 1858 207 379 internal_value=0 1.47288e-05 -0.000234474 internal_weight=0 51.6067 3.43772 internal_count=2457 2065 392 is_linear=0 shrinkage=0.000400217 Tree=8697 num_leaves=3 num_cat=0 split_feature=14 1456 split_gain=1.25604 1.18226 threshold=0.076175000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019481632298024586 -0.018663382044393093 0.00099751077139386703 leaf_weight=1.0882607897560763 1.3409482767719954 54.682483197011607 leaf_count=214 77 2164 internal_value=0 0.000559666 internal_weight=0 55.7707 internal_count=2455 2378 is_linear=0 shrinkage=0.0204111 Tree=8698 num_leaves=4 num_cat=0 split_feature=52 47 52 split_gain=1.51488 2.4745 1.79798 threshold=0.081010000000000013 0.13148500000000005 0.084805000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7461888712645246e-05 0.026252838048725004 -0.023869641591409294 0.0039739467238608037 leaf_weight=39.09800970478409 1.61315707254107 1.7723207029048342 12.611317366501678 leaf_count=1573 47 37 774 internal_value=0 -0.00102337 0.00668583 internal_weight=0 40.8703 14.2245 internal_count=2431 1610 821 is_linear=0 shrinkage=0.0204111 Tree=8699 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=1.20606 1.22921 threshold=-0.094929999999999987 -0.082349999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016398624817431939 0.015207125878060081 -0.00042979486694920307 leaf_weight=1.7781362615642127 2.0673544031378688 53.632026431047962 leaf_count=41 44 2387 internal_value=0 0.000179934 internal_weight=0 55.6994 internal_count=2472 2431 is_linear=0 shrinkage=0.0204111 Tree=8700 num_leaves=3 num_cat=0 split_feature=51 401 split_gain=1.11754 0.990055 threshold=-0.40274499999999996 0.085900000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019487833690950283 0.0010551944460585651 -0.016593196263105157 leaf_weight=1.0621312236689835 54.973575862246662 1.2450882883485963 leaf_count=87 2181 199 internal_value=0 0.000632126 internal_weight=0 56.2187 internal_count=2467 2380 is_linear=0 shrinkage=0.0204111 Tree=8701 num_leaves=4 num_cat=0 split_feature=376 1456 2 split_gain=1.26771 1.44688 0.678265 threshold=0.048375000000000008 1.0000000180025095e-35 0.094970000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1020531890195546e-05 2.7696879707519267e-05 -0.00040369817371294775 0.00037175176256388619 leaf_weight=55.135867509853369 1.5334066058312594 1.2691857969457476 2.2478302992822137 leaf_count=2133 65 214 69 internal_value=0 9.07537e-07 0.000237036 internal_weight=0 56.4051 3.78124 internal_count=2481 2347 134 is_linear=0 shrinkage=0.000400217 Tree=8702 num_leaves=4 num_cat=0 split_feature=42 43 12 split_gain=1.4012 1.33116 0.151095 threshold=-0.108275 -0.083814999999999987 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018828205793194755 9.7151070458446876e-05 -4.8302351373557121e-05 -0.00042879109511279241 leaf_weight=1.0794424717314535 13.26907332905648 40.728206725205382 1.1667394633932415 leaf_count=29 528 1816 116 internal_value=0 -1.24321e-05 -0.000327638 internal_weight=0 53.9973 2.24618 internal_count=2489 2344 145 is_linear=0 shrinkage=0.000400217 Tree=8703 num_leaves=4 num_cat=0 split_feature=42 39 151 split_gain=1.16483 1.35713 1.15554 threshold=-1.0000000180025095e-35 0.16946000000000003 0.056735000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010495327010026843 0.0023635554277541943 0.019410502764082946 -0.0086473465528976463 leaf_weight=6.2072686164106008 43.655678557970532 0.59926551580429066 4.2570273191231527 leaf_count=679 1697 2 110 internal_value=0 -0.00759081 0.00136736 internal_weight=0 6.80653 47.9127 internal_count=2488 681 1807 is_linear=0 shrinkage=0.0204111 Tree=8704 num_leaves=4 num_cat=0 split_feature=1 15 42 split_gain=1.37343 1.84478 1.37843 threshold=0.10423500000000001 0.095330000000000012 0.097640000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015025436483619853 0.0016009231000385356 -0.022973258700758614 0.015411295203496289 leaf_weight=32.877329475679062 17.186848424362328 1.6457702809498176 3.5474564384057876 leaf_count=1673 446 265 100 internal_value=0 -0.00259705 0.00403384 internal_weight=0 34.5231 20.7343 internal_count=2484 1938 546 is_linear=0 shrinkage=0.0204111 Tree=8705 num_leaves=4 num_cat=0 split_feature=457 12 49 split_gain=1.25029 2.11411 1.38886 threshold=-0.0046349999999999994 -1.0000000180025095e-35 -0.11612499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029309641299365546 -0.00017865659961018338 -0.00030452056660592734 5.631034543697693e-05 leaf_weight=1.1362670392263678 4.2905075052694874 3.9871882272564099 47.813795873452364 leaf_count=18 91 181 2179 internal_value=0 -0.000168549 3.66205e-05 internal_weight=0 5.12346 52.1043 internal_count=2469 199 2270 is_linear=0 shrinkage=0.000400217 Tree=8706 num_leaves=3 num_cat=0 split_feature=156 15 split_gain=1.01904 1.04834 threshold=-1.0000000180025095e-35 -0.47006499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01915372931298583 0.018368401799023753 0.00029443450745123668 leaf_weight=0.98218865778244335 1.2585145592147444 54.913938620867611 leaf_count=134 84 2225 internal_value=0 0.000735107 internal_weight=0 56.1725 internal_count=2443 2309 is_linear=0 shrinkage=0.0204111 Tree=8707 num_leaves=3 num_cat=0 split_feature=1132 123 split_gain=1.15911 1.48875 threshold=-1.0000000180025095e-35 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020952668856053104 -8.9589511696510398e-05 0.01764317853751796 leaf_weight=0.94855640351306547 50.757207591120732 1.9401687065655995 leaf_count=19 2316 102 internal_value=0 0.000599304 internal_weight=0 52.6974 internal_count=2437 2418 is_linear=0 shrinkage=0.0204111 Tree=8708 num_leaves=3 num_cat=0 split_feature=3 13 split_gain=1.30346 1.11779 threshold=0.30863500000000005 -0.5356749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045109473203979199 0.00037917634551360498 1.4798485305686393e-05 leaf_weight=0.72474402493389689 1.4455783579787738 58.285212609326436 leaf_count=9 109 2359 internal_value=0 8.23305e-06 internal_weight=0 59.01 internal_count=2477 2368 is_linear=0 shrinkage=0.000400217 Tree=8709 num_leaves=4 num_cat=0 split_feature=15 13 1 split_gain=1.39876 2.24125 1.60943 threshold=-0.0070549999999999996 -0.084024999999999975 0.077845000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026259732861200381 0.00024979572908752514 -1.6698791450755382e-05 -2.1934580930815812e-05 leaf_weight=5.1863393764842831 7.2722183198393422 15.983966894857074 27.992170419036029 leaf_count=617 268 912 674 internal_value=0 6.74317e-05 -6.03108e-05 internal_weight=0 23.2562 33.1785 internal_count=2471 1180 1291 is_linear=0 shrinkage=0.000400217 Tree=8710 num_leaves=4 num_cat=0 split_feature=1 13 13 split_gain=2.09285 1.64204 1.26412 threshold=0.10439500000000002 -0.10939499999999998 -0.42441999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011274934049817459 -0.00025694496585796414 -0.00010523854705233111 0.00012294367965776473 leaf_weight=6.7521037080150554 1.4080560953561896 28.725851824423899 19.395118710390307 leaf_count=97 57 1810 480 internal_value=0 -6.35273e-05 9.59932e-05 internal_weight=0 35.478 20.8032 internal_count=2444 1907 537 is_linear=0 shrinkage=0.000400217 Tree=8711 num_leaves=4 num_cat=0 split_feature=376 52 52 split_gain=1.07169 1.1727 0.620662 threshold=0.048375000000000008 -0.047889999999999995 0.081010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0033283681855225998 0.0025068952549753671 -0.0030130416627298247 0.019392609817219828 leaf_weight=18.908939245761076 1.9419841889575757 33.528401324363813 1.6553158980368605 leaf_count=686 98 1640 34 internal_value=0 -0.000724106 0.0106278 internal_weight=0 52.4373 3.5973 internal_count=2458 2326 132 is_linear=0 shrinkage=0.0204111 Tree=8712 num_leaves=4 num_cat=0 split_feature=2 2 2 split_gain=1.95791 1.97253 1.6267 threshold=0.097940000000000013 0.084175000000000014 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023948931928591583 0.019707507084967331 -0.0077647804994315055 0.003281239135101401 leaf_weight=16.582409119900152 2.7624200945660986 15.131939633961563 20.548232127229767 leaf_count=716 67 972 691 internal_value=0 -0.00246288 0.00531273 internal_weight=0 31.7143 23.3107 internal_count=2446 1688 758 is_linear=0 shrinkage=0.0204111 Tree=8713 num_leaves=4 num_cat=0 split_feature=14 1374 15 split_gain=1.06703 1.09681 0.160961 threshold=0.076175000000000007 -0.094929999999999987 -0.15824499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025613145495456045 -0.00012893575121104316 2.2394818559398567e-05 -0.0004168145716568744 leaf_weight=2.2511049130407619 0.64771357922290917 54.327027848945818 0.91002074006928413 leaf_count=47 13 2363 73 internal_value=0 1.08289e-05 -0.000313786 internal_weight=0 56.5781 1.55773 internal_count=2496 2410 86 is_linear=0 shrinkage=0.000400217 Tree=8714 num_leaves=4 num_cat=0 split_feature=49 1 42 split_gain=1.30458 2.34697 1.68637 threshold=-0.085949999999999985 0.099515000000000006 0.10146500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021964267890469728 0.0024730289668428713 0.0047338170649895341 -0.013778308141414094 leaf_weight=2.6895223182509644 47.918358306017808 2.623759952148248 2.7053412620984991 leaf_count=79 2058 59 289 internal_value=0 -0.00895484 0.00157606 internal_weight=0 5.31328 50.6237 internal_count=2485 138 2347 is_linear=0 shrinkage=0.0204111 Tree=8715 num_leaves=4 num_cat=0 split_feature=3 4 2 split_gain=1.61192 2.42402 1.45127 threshold=-0.13170999999999997 -0.17966999999999997 0.084685000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2160744478019622e-05 -0.00027150599949517831 6.5233503268974446e-06 0.00022672456247011373 leaf_weight=3.0885420493432312 5.6735688160551936 38.063792971267958 8.1522764199664817 leaf_count=65 121 2092 177 internal_value=0 -3.01435e-05 0.000139062 internal_weight=0 43.7374 11.2408 internal_count=2455 2213 242 is_linear=0 shrinkage=0.000400217 Tree=8716 num_leaves=4 num_cat=0 split_feature=484 1 456 split_gain=1.39797 1.36897 0.584315 threshold=-0.082244999999999985 1.0000000180025095e-35 0.087440000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022387914292539952 -0.004640201244462289 0.0025762790794811668 0.0037265071869636681 leaf_weight=1.4962644396373423 15.266740506658378 37.937496919888417 0.42162201402425115 leaf_count=192 1108 1118 39 internal_value=0 0.000500143 -0.0167581 internal_weight=0 53.2042 1.91789 internal_count=2457 2226 231 is_linear=0 shrinkage=0.0204111 Tree=8717 num_leaves=4 num_cat=0 split_feature=15 48 132 split_gain=1.73812 2.24749 1.29008 threshold=0.077615000000000003 -0.12635999999999997 0.079320000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.2872641764905621e-06 0.00036071289982780858 -0.00033269651397708621 0.00020285361575202792 leaf_weight=46.156759768841766 0.79768437528400671 4.5101737966715509 5.1501992091798448 leaf_count=1390 9 918 187 internal_value=0 -0.000223189 1.51023e-05 internal_weight=0 5.30786 51.307 internal_count=2504 927 1577 is_linear=0 shrinkage=0.000400217 Tree=8718 num_leaves=4 num_cat=0 split_feature=16 160 11 split_gain=1.29407 3.05702 2.11187 threshold=-0.094359999999999986 0.079055000000000014 0.079915000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032100579642139142 0.0039494348006732767 -0.022953856752158625 -0.016411465426277205 leaf_weight=16.062508462936197 34.883487699148191 2.8303800139019577 2.1495979984385931 leaf_count=496 1781 79 113 internal_value=0 -0.00382693 0.00272167 internal_weight=0 18.8929 37.0331 internal_count=2469 575 1894 is_linear=0 shrinkage=0.0204111 Tree=8719 num_leaves=4 num_cat=0 split_feature=43 15 131 split_gain=1.314 1.9074 1.34371 threshold=0.14198000000000002 -0.091149999999999995 0.10340500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002556659222222557 -0.018232015496418858 0.016637295570963197 0.013336722410224502 leaf_weight=50.284428782887517 0.71099352137753147 3.2920923939500417 2.2078224624674467 leaf_count=2114 59 140 155 internal_value=0 0.0101165 -0.00186122 internal_weight=0 4.00309 52.4923 internal_count=2468 199 2269 is_linear=0 shrinkage=0.0204111 Tree=8720 num_leaves=3 num_cat=0 split_feature=1374 148 split_gain=1.38606 1.46065 threshold=-0.094929999999999987 -0.084449999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031972501603392612 -0.00035590756994046302 1.7222502215404763e-05 leaf_weight=2.0875505743751992 1.6269483880532778 49.861365069936255 leaf_count=44 52 2354 internal_value=0 4.68549e-06 internal_weight=0 51.4883 internal_count=2450 2406 is_linear=0 shrinkage=0.000400217 Tree=8721 num_leaves=3 num_cat=0 split_feature=483 1444 split_gain=1.16532 1.02676 threshold=0.10297500000000001 -0.084274999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018772557934871068 -0.019437110953311444 -0.00014450536551597221 leaf_weight=1.109706722323607 1.1672111801344716 55.401321957142045 leaf_count=23 100 2391 internal_value=0 0.000263356 internal_weight=0 56.511 internal_count=2514 2414 is_linear=0 shrinkage=0.0204111 Tree=8722 num_leaves=4 num_cat=0 split_feature=15 15 132 split_gain=1.59373 2.21976 1.26792 threshold=0.084020000000000025 0.084050000000000014 0.079320000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014789133548053957 0.041040872177809572 0.0055862468471895299 0.0094449489873422235 leaf_weight=45.326571225376483 0.7390528671676283 5.8529894550940753 4.7926309411459433 leaf_count=1435 2 819 180 internal_value=0 0.0101802 -0.000415598 internal_weight=0 6.59204 50.1192 internal_count=2436 821 1615 is_linear=0 shrinkage=0.0204111 Tree=8723 num_leaves=4 num_cat=0 split_feature=0 16 0 split_gain=1.54437 2.12428 2.00001 threshold=-0.074434999999999987 -0.54135999999999995 -0.12948499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.9066981256077118e-05 -0.00062550845492166109 0.0001031801379946736 -0.00016907970634659326 leaf_weight=20.069594924192643 0.54904375501792202 22.501198285865939 13.605906122684244 leaf_count=348 10 726 1389 internal_value=0 8.28833e-05 -5.12852e-05 internal_weight=0 23.0502 33.6755 internal_count=2473 736 1737 is_linear=0 shrinkage=0.000400217 Tree=8724 num_leaves=3 num_cat=0 split_feature=43 160 split_gain=1.46523 1.31355 threshold=-0.51789999999999992 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043078564233127149 -0.00041002026985253179 2.266764180955824e-05 leaf_weight=1.1004213664818951 1.0352615450858582 55.185434275816306 leaf_count=34 194 2257 internal_value=0 1.39009e-05 internal_weight=0 56.2207 internal_count=2485 2451 is_linear=0 shrinkage=0.000400217 Tree=8725 num_leaves=4 num_cat=0 split_feature=1447 13 15 split_gain=1.3739 1.25811 0.148831 threshold=-1.0000000180025095e-35 0.27266500000000005 -0.47090499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048148349206264708 0.00145326697623676 -0.015603380780929028 -0.019787286492858894 leaf_weight=0.19299017917364825 51.025847629718783 1.7557415437331645 1.4197191131188436 leaf_count=4 2191 36 232 internal_value=0 0.000854061 -0.0176582 internal_weight=0 52.7816 1.61271 internal_count=2463 2227 236 is_linear=0 shrinkage=0.0204111 Tree=8726 num_leaves=4 num_cat=0 split_feature=1429 160 43 split_gain=1.28289 1.20112 0.150711 threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.074459999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001201420825707372 -0.0004050717033849968 2.6660497911968765e-05 -0.00053136845470958926 leaf_weight=0.2753451525836681 0.9397951783357702 55.897308163173193 0.63449907137805794 leaf_count=46 184 2141 77 internal_value=0 1.87395e-05 -0.000433721 internal_weight=0 56.8371 0.909844 internal_count=2448 2325 123 is_linear=0 shrinkage=0.000400217 Tree=8727 num_leaves=4 num_cat=0 split_feature=2 16 52 split_gain=1.1635 2.08606 1.34602 threshold=0.090510000000000021 0.020675000000000002 0.17002500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013388291538346972 7.63848274076597e-05 0.00012996067656889952 -0.00021134400912780902 leaf_weight=17.402878417676906 31.659959831180913 6.5113503491975271 2.7292504843571797 leaf_count=1126 948 226 149 internal_value=0 -6.17729e-05 5.29379e-05 internal_weight=0 23.9142 34.3892 internal_count=2449 1352 1097 is_linear=0 shrinkage=0.000400217 Tree=8728 num_leaves=4 num_cat=0 split_feature=4 48 42 split_gain=1.95533 3.05822 1.54931 threshold=0.27626000000000001 0.12230500000000001 0.091705000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.2713898599583072e-06 0.00029440058127436344 -0.00032054164704820574 -0.00022840385879346588 leaf_weight=42.692012334867059 7.199561323886881 1.4774272092618046 4.9251031261769631 leaf_count=1746 238 20 432 internal_value=0 0.000186945 -1.84803e-05 internal_weight=0 8.67699 47.6171 internal_count=2436 258 2178 is_linear=0 shrinkage=0.000400217 Tree=8729 num_leaves=4 num_cat=0 split_feature=43 43 43 split_gain=1.15774 1.54657 1.42169 threshold=-0.074459999999999985 -0.00051499999999999994 -0.075959999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038774742239598512 -0.013706525748806363 0.00061983406665351993 0.025816422077950919 leaf_weight=20.553100097607061 3.3394812618148526 34.627747611962377 1.2036424074831291 leaf_count=960 610 884 22 internal_value=0 -0.000676866 0.00521716 internal_weight=0 37.9672 21.7567 internal_count=2476 1494 982 is_linear=0 shrinkage=0.0204111 Tree=8730 num_leaves=3 num_cat=0 split_feature=1366 14 split_gain=1.31136 1.27274 threshold=-1.0000000180025095e-35 -0.46885499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018810722520289092 -0.018034291451258996 0.0027845481276993394 leaf_weight=1.1391939340101078 1.1407331792161119 54.818544677211548 leaf_count=49 36 2380 internal_value=0 0.00232499 internal_weight=0 55.9593 internal_count=2465 2416 is_linear=0 shrinkage=0.0204111 Tree=8731 num_leaves=4 num_cat=0 split_feature=52 44 12 split_gain=1.21947 1.08292 0.308701 threshold=-0.40306999999999998 1.0000000180025095e-35 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.007020112479169908 0.0011787305637540721 -0.016043540279277846 -0.01954737384103249 leaf_weight=0.1495221229397431 52.83206024610422 1.4542777448514232 1.4569774296751334 leaf_count=7 2178 48 238 internal_value=0 0.00068529 -0.0167784 internal_weight=0 54.2863 1.6065 internal_count=2471 2226 245 is_linear=0 shrinkage=0.0204111 Tree=8732 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=1.28165 2.22588 1.37478 threshold=0.094405000000000003 0.11439500000000001 0.10449500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6767338112730038e-05 0.00012636261194514653 0.00027670922544768324 -5.711190632372547e-05 leaf_weight=24.590786675173153 18.677436551623035 2.7424596417695275 9.9537792096798494 leaf_count=1680 530 16 211 internal_value=0 -5.83189e-05 6.26028e-05 internal_weight=0 27.3332 28.6312 internal_count=2437 1696 741 is_linear=0 shrinkage=0.000400217 Tree=8733 num_leaves=3 num_cat=0 split_feature=8 51 split_gain=1.12344 1.23275 threshold=1.0000000180025095e-35 0.10174000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.7989300678341639e-05 0.00029330479023203496 0.00014318841577938749 leaf_weight=50.131657703160727 1.8289688704680873 6.7226206432826521 leaf_count=2185 52 228 internal_value=0 -1.6327e-05 internal_weight=0 56.8543 internal_count=2465 2413 is_linear=0 shrinkage=0.000400217 Tree=8734 num_leaves=4 num_cat=0 split_feature=43 43 132 split_gain=1.33585 1.37168 0.0682808 threshold=0.2506000000000001 0.14198000000000002 -0.21736499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017977979166542975 -0.0076716783178756307 0.016122385800280345 -0.025085086851226273 leaf_weight=55.279041725453908 0.24990319729704424 2.1252417359719393 0.76502184167156773 leaf_count=2317 67 42 81 internal_value=0 0.000453975 -0.0219857 internal_weight=0 57.4043 1.01493 internal_count=2507 2359 148 is_linear=0 shrinkage=0.0204111 Tree=8735 num_leaves=4 num_cat=0 split_feature=52 0 2 split_gain=1.49867 1.58215 1.42265 threshold=-0.24166499999999999 0.32014500000000007 0.11523000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038549801551378678 8.4228632617233254e-06 0.00037116758531274542 0.00018505993716572583 leaf_weight=2.3710720362396382 43.736974332582122 0.445100538432598 8.6583924903261487 leaf_count=283 1854 2 304 internal_value=0 -0.000256286 3.79447e-05 internal_weight=0 2.81617 52.3954 internal_count=2443 285 2158 is_linear=0 shrinkage=0.000400217 Tree=8736 num_leaves=4 num_cat=0 split_feature=43 150 132 split_gain=1.44426 1.14751 0.0211721 threshold=0.25619500000000001 0.094365000000000018 -0.22727999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.15876921995955e-05 -0.00020194961648121017 0.0001535374861692501 -0.00048072936954015455 leaf_weight=48.675368310781778 0.30620968692619499 7.7104389288724624 0.79991886287734704 leaf_count=2161 69 201 72 internal_value=0 1.12518e-05 -0.000429212 internal_weight=0 56.3858 1.10613 internal_count=2503 2362 141 is_linear=0 shrinkage=0.000400217 Tree=8737 num_leaves=3 num_cat=0 split_feature=148 51 split_gain=1.18699 1.45482 threshold=-0.084064999999999987 0.15177500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014085520295786703 0.0031223829957570267 -0.020616728767023588 leaf_weight=1.7125856397324231 54.082258165168469 0.98676916364502076 leaf_count=58 2325 65 internal_value=0 0.00265604 internal_weight=0 55.069 internal_count=2448 2390 is_linear=0 shrinkage=0.0204111 Tree=8738 num_leaves=3 num_cat=0 split_feature=1375 1375 split_gain=1.1204 1.26305 threshold=-0.53764999999999985 -0.43150999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042459777321966546 -0.00044921132211850297 -3.3689126132764029e-06 leaf_weight=0.8474472381058139 0.92485359919555676 55.50611255775425 leaf_count=5 10 2474 internal_value=0 -1.15509e-05 internal_weight=0 56.431 internal_count=2489 2484 is_linear=0 shrinkage=0.000400217 Tree=8739 num_leaves=3 num_cat=0 split_feature=43 16 split_gain=1.45442 1.45853 threshold=0.2506000000000001 0.16703000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011670477411584146 -0.02298595959979206 -0.0085719456759267426 leaf_weight=46.782134641475295 1.0769895147318482 7.3082541687490439 leaf_count=1976 149 366 internal_value=0 -0.000163795 internal_weight=0 54.0904 internal_count=2491 2342 is_linear=0 shrinkage=0.0204111 Tree=8740 num_leaves=4 num_cat=0 split_feature=15 15 52 split_gain=1.76648 1.48896 0.836535 threshold=-0.25061999999999995 -0.11402 0.12488500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031819859336189933 -0.00023905618490232259 -2.2769517907421065e-06 -0.00011199988482727021 leaf_weight=3.585187689644953 4.6019619101275557 43.613503076551297 0.83967149682575826 leaf_count=161 184 2056 33 internal_value=0 -2.5378e-05 0.000235814 internal_weight=0 48.2155 4.42486 internal_count=2434 2240 194 is_linear=0 shrinkage=0.000400217 Tree=8741 num_leaves=3 num_cat=0 split_feature=12 1429 split_gain=1.78932 1.27082 threshold=0.12477500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044043491203037317 -0.00039948342756654392 2.9598224935758198e-05 leaf_weight=0.82527798875389535 1.5510669188338386 55.013647899577336 leaf_count=123 75 2275 internal_value=0 2.17838e-05 internal_weight=0 55.8389 internal_count=2473 2398 is_linear=0 shrinkage=0.000400217 Tree=8742 num_leaves=4 num_cat=0 split_feature=1 4 457 split_gain=1.52925 4.55621 1.13513 threshold=1.0000000180025095e-35 -0.076929999999999985 -0.0046349999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035130816219415021 -0.0080916559885387783 -0.0181747686905992 0.0028868039143461134 leaf_weight=9.4577654704194192 4.2947368499808354 6.8892489770944385 35.909750412071389 leaf_count=495 86 792 1103 internal_value=0 -0.00568846 0.00169484 internal_weight=0 16.347 40.2045 internal_count=2476 1287 1189 is_linear=0 shrinkage=0.0204111 Tree=8743 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=1.24624 1.17345 threshold=-0.094929999999999987 -0.0068949999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028113040184558885 -0.00018936346222756922 3.5780939543483256e-05 leaf_weight=2.1883675450517321 3.8860250913876362 51.157233087750683 leaf_count=38 396 2025 internal_value=0 1.95337e-05 internal_weight=0 55.0433 internal_count=2459 2421 is_linear=0 shrinkage=0.000400217 Tree=8744 num_leaves=4 num_cat=0 split_feature=43 1 0 split_gain=2.2772 1.89469 1.25414 threshold=-0.15786499999999998 1.0000000180025095e-35 -0.022489999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.8039680251806155e-05 -0.00018879707847346911 -1.3376981821047671e-06 0.00040440079494279704 leaf_weight=5.3279127724736099 11.441425311665169 34.207750094655239 2.5960276810801579 leaf_count=156 1187 1128 30 internal_value=0 -4.86692e-05 0.000182337 internal_weight=0 45.6492 7.92394 internal_count=2501 2315 186 is_linear=0 shrinkage=0.000400217 Tree=8745 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=1.29952 1.39062 threshold=-0.094929999999999987 -0.06001999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016225860142683474 0.0052789102026368972 -0.0015854272268180441 leaf_weight=1.8538555013365101 18.154668845643755 37.510869027740227 leaf_count=44 722 1704 internal_value=0 0.0006594 internal_weight=0 55.6655 internal_count=2470 2426 is_linear=0 shrinkage=0.0204111 Tree=8746 num_leaves=4 num_cat=0 split_feature=39 133 42 split_gain=1.92183 1.6425 0.96374 threshold=0.085095000000000018 0.084735000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0165367046669305e-05 8.7985912529926235e-06 -0.00022752879164688718 0.00034410583722808941 leaf_weight=43.443490694607362 2.1394657763594296 5.1025340658234191 3.7506589104123114 leaf_count=1526 48 688 205 internal_value=0 -1.52841e-05 0.000224749 internal_weight=0 48.546 5.89012 internal_count=2467 2214 253 is_linear=0 shrinkage=0.000400217 Tree=8747 num_leaves=3 num_cat=0 split_feature=160 4 split_gain=1.15935 1.09983 threshold=-0.40446999999999994 -0.51416499999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020828238644597298 -0.019551648674042858 0.00077127897147056916 leaf_weight=0.98576068436409414 1.020671529797254 54.034380472490056 leaf_count=186 37 2243 internal_value=0 0.000355592 internal_weight=0 55.0551 internal_count=2466 2280 is_linear=0 shrinkage=0.0204111 Tree=8748 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=1.15246 1.15011 threshold=0.10386000000000002 -0.10939499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0080978651180046261 -0.019000182720109754 1.6859308306053168e-05 leaf_weight=8.6136471633481033 1.0783239846496133 46.121639519532664 leaf_count=209 29 2238 internal_value=0 0.0013025 internal_weight=0 54.7353 internal_count=2476 2447 is_linear=0 shrinkage=0.0204111 Tree=8749 num_leaves=4 num_cat=0 split_feature=15 1 15 split_gain=1.48096 2.97613 2.50462 threshold=0.084050000000000014 0.11174500000000002 0.059235000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0960151768800786e-05 -0.00043322466287752832 0.00016477989214893547 0.0004105427983068642 leaf_weight=47.505287730873079 3.1166692680762926 2.1901108276797459 2.5413902941800179 leaf_count=1566 798 27 70 internal_value=0 -0.000188123 3.21223e-05 internal_weight=0 5.30678 50.0467 internal_count=2461 825 1636 is_linear=0 shrinkage=0.000400217 Tree=8750 num_leaves=4 num_cat=0 split_feature=1213 131 475 split_gain=1.14623 1.39353 1.1922 threshold=-1.0000000180025095e-35 0.10340500000000001 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016562519402793432 0.00046051579553550845 0.017528119632028903 -0.020741732743349141 leaf_weight=0.35334300994873058 52.625418864981611 1.9597909888652782 1.7365032320224136 leaf_count=2 1966 121 394 internal_value=0 0.00110793 -0.013913 internal_weight=0 54.5852 2.08985 internal_count=2483 2087 396 is_linear=0 shrinkage=0.0204111 Tree=8751 num_leaves=3 num_cat=0 split_feature=448 1210 split_gain=1.45507 1.09395 threshold=-0.083859999999999976 -0.08107499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020235487078169311 -0.020675762573375261 0.002160730078484518 leaf_weight=1.162368999706813 0.77619023201987047 57.292316530785683 leaf_count=34 111 2331 internal_value=0 0.00181628 internal_weight=0 58.0685 internal_count=2476 2442 is_linear=0 shrinkage=0.0204111 Tree=8752 num_leaves=4 num_cat=0 split_feature=1 48 16 split_gain=1.57244 2.21289 0.330842 threshold=0.13475500000000004 0.12879500000000002 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00087961559687427433 0.017680486933839602 -0.020534228207071004 0.0046090486446867685 leaf_weight=49.892755599043994 1.9136516590988324 2.395209159355999 1.5134730025347369 leaf_count=2279 109 43 55 internal_value=0 -0.00182191 0.0122364 internal_weight=0 52.288 3.42712 internal_count=2486 2322 164 is_linear=0 shrinkage=0.0204111 Tree=8753 num_leaves=3 num_cat=0 split_feature=376 14 split_gain=1.43622 1.29903 threshold=0.088470000000000007 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.1380360992778922e-05 0.00035406746711721059 -0.00036583222961384949 leaf_weight=53.551428506581942 1.7987872161702387 1.3913085856279384 leaf_count=2350 48 80 internal_value=0 1.10366e-06 internal_weight=0 54.9427 internal_count=2478 2430 is_linear=0 shrinkage=0.000400217 Tree=8754 num_leaves=4 num_cat=0 split_feature=43 42 42 split_gain=1.20381 1.26881 0.754801 threshold=0.14198000000000002 -0.108275 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015729292058168594 0.016970770531811522 0.00018744846189045763 -0.0035904645635612062 leaf_weight=2.0608884265120642 2.6561859119944979 52.453841195563655 0.97014613987630571 leaf_count=131 127 2144 54 internal_value=0 -0.000445279 0.0115273 internal_weight=0 54.5147 3.62633 internal_count=2456 2275 181 is_linear=0 shrinkage=0.0204111 Tree=8755 num_leaves=3 num_cat=0 split_feature=46 46 split_gain=1.08422 1.58257 threshold=0.13702000000000003 0.084955000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044413230417235801 0.020178145788997855 -0.02550105473775683 leaf_weight=54.444253108526027 0.92092269752174516 0.95892283531429612 leaf_count=2416 11 28 internal_value=0 -0.000928378 internal_weight=0 55.4032 internal_count=2455 2444 is_linear=0 shrinkage=0.0204111 Tree=8756 num_leaves=4 num_cat=0 split_feature=43 42 43 split_gain=1.49362 1.43827 0.694701 threshold=0.095890000000000017 -0.098504999999999981 0.17439000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030850637641336359 0.00033928700429608385 -6.3826368464355144e-06 5.4978418385525048e-06 leaf_weight=2.5480413814152589 2.7211834942618216 49.415841400813861 1.5482351960645244 leaf_count=163 69 2077 179 internal_value=0 -2.18287e-05 0.000221478 internal_weight=0 51.9639 4.26942 internal_count=2488 2240 248 is_linear=0 shrinkage=0.000400217 Tree=8757 num_leaves=3 num_cat=0 split_feature=160 4 split_gain=1.21636 1.11498 threshold=-0.40446999999999994 -0.26545999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020835228685996528 -0.0074993660406887106 0.0011658648726961759 leaf_weight=1.083082011575242 7.045714309133472 45.47886024212653 leaf_count=182 177 2098 internal_value=0 -9.98034e-06 internal_weight=0 52.5246 internal_count=2457 2275 is_linear=0 shrinkage=0.0204111 Tree=8758 num_leaves=3 num_cat=0 split_feature=1365 150 split_gain=1.30471 1.09164 threshold=0.084635000000000016 -0.082924999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011324399114893413 -0.019976010588295214 -0.00053641061785819025 leaf_weight=3.3271769932471207 1.2586750014597772 53.783413258622431 leaf_count=58 43 2422 internal_value=0 0.000175389 internal_weight=0 57.1106 internal_count=2523 2480 is_linear=0 shrinkage=0.0204111 Tree=8759 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=2.11701 2.00713 1.7223 threshold=0.097940000000000013 -0.060094999999999989 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015000253603284584 0.00036743213857977315 6.4816344891552503e-05 3.9254420048583082e-05 leaf_weight=20.822242831598945 2.7999230401997037 10.363039959907836 21.617402674375626 leaf_count=1520 68 191 690 internal_value=0 -7.86405e-05 7.83918e-05 internal_weight=0 31.1853 24.4173 internal_count=2469 1711 758 is_linear=0 shrinkage=0.000400217 Tree=8760 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=1.65239 2.13825 threshold=0.12879500000000002 0.11332500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00150568184850713 -0.014153594519034328 0.0091224970594193603 leaf_weight=42.898536256163425 3.3303055864394073 9.5452787497106311 leaf_count=2093 71 318 internal_value=0 0.000444063 internal_weight=0 52.4438 internal_count=2482 2411 is_linear=0 shrinkage=0.0204111 Tree=8761 num_leaves=4 num_cat=0 split_feature=12 43 148 split_gain=1.16171 1.82957 1.75138 threshold=0.09864500000000001 -0.084004999999999982 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0080492039734345773 0.01692515045291006 -0.001187866496345755 -0.012829414696231849 leaf_weight=11.656940204953569 0.87479687450831978 36.989265121908602 5.2244790345905576 leaf_count=467 20 1574 353 internal_value=0 0.00103899 -0.00833365 internal_weight=0 48.6462 6.09928 internal_count=2414 2041 373 is_linear=0 shrinkage=0.0204111 Tree=8762 num_leaves=3 num_cat=0 split_feature=13 367 split_gain=1.43342 1.22642 threshold=-0.5356749999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035907262028779053 -0.00038508998975258672 3.925550787443736e-05 leaf_weight=1.4446819458826201 1.0026008235581674 52.626415067195921 leaf_count=23 21 2401 internal_value=0 3.05365e-05 internal_weight=0 53.629 internal_count=2445 2422 is_linear=0 shrinkage=0.000400217 Tree=8763 num_leaves=3 num_cat=0 split_feature=14 42 split_gain=1.12625 1.07021 threshold=0.076175000000000007 -0.40186499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041989890619383458 -0.00030325176366926177 3.6927344926851147e-05 leaf_weight=0.72246611211448808 1.560652317079074 54.563994526863326 leaf_count=8 75 2406 internal_value=0 3.01211e-05 internal_weight=0 55.2865 internal_count=2489 2414 is_linear=0 shrinkage=0.000400217 Tree=8764 num_leaves=3 num_cat=0 split_feature=39 51 split_gain=0.989294 1.18782 threshold=0.16946000000000003 0.15177500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.0090959318577756e-05 0.019837382231098384 -0.020667965295833625 leaf_weight=55.13095922381649 0.90185372064297453 1.0796362051801214 leaf_count=2421 21 56 internal_value=0 -0.000506015 internal_weight=0 56.2106 internal_count=2498 2477 is_linear=0 shrinkage=0.0204111 Tree=8765 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=1.17051 1.16477 threshold=0.23170500000000002 0.083810000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.5879892829661798e-06 0.00033082612033065776 0.00015597361392423806 leaf_weight=47.663055723133766 1.8962148047285143 8.4191098214077993 leaf_count=1651 19 795 internal_value=0 1.97784e-05 internal_weight=0 56.0822 internal_count=2465 2446 is_linear=0 shrinkage=0.000400217 Tree=8766 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=1.27037 3.51009 1.58531 threshold=0.090540000000000023 -0.16270999999999997 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010072649140436322 9.2614627966189876e-05 -0.00020586332468384828 -0.00010237547258577952 leaf_weight=9.704430384086665 22.035001759419178 15.256464887874925 9.4569271545751672 leaf_count=109 677 1476 203 internal_value=0 -8.67482e-05 3.39045e-05 internal_weight=0 24.9609 31.4919 internal_count=2465 1585 880 is_linear=0 shrinkage=0.000400217 Tree=8767 num_leaves=3 num_cat=0 split_feature=31 39 split_gain=1.03096 1.05968 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038970366995027785 -2.6236879939021381e-05 0.00038776789543964649 leaf_weight=0.89468276686420622 55.643097138681014 0.89645973083679464 leaf_count=69 2387 19 internal_value=0 -1.89192e-05 internal_weight=0 56.5396 internal_count=2475 2406 is_linear=0 shrinkage=0.000400217 Tree=8768 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=1.3079 1.22322 threshold=-0.28286499999999998 -0.54135999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017764557297113119 0.015983760469025155 0.00068788146649544839 leaf_weight=1.4285019320955132 2.1567191931135303 54.98277253352785 leaf_count=60 68 2344 internal_value=0 0.00129535 internal_weight=0 57.1395 internal_count=2472 2412 is_linear=0 shrinkage=0.0204111 Tree=8769 num_leaves=4 num_cat=0 split_feature=376 0 133 split_gain=1.33154 1.57628 0.867615 threshold=0.048375000000000008 -0.10674499999999999 0.085090000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022047755171402342 -0.00073427354236042786 -0.0048899296898672175 0.020020435033351297 leaf_weight=24.476959930786734 1.4106919722253217 27.706352851362681 1.9316296930119277 leaf_count=400 37 1951 94 internal_value=0 -0.00156451 0.0115206 internal_weight=0 52.1833 3.34232 internal_count=2482 2351 131 is_linear=0 shrinkage=0.0204111 Tree=8770 num_leaves=4 num_cat=0 split_feature=151 0 16 split_gain=1.359 1.65443 1.06097 threshold=-0.12206999999999998 -0.23101999999999998 -0.51964999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050679894781042621 0.00029269462709199007 1.1768749534942723e-05 -1.5270099823324101e-05 leaf_weight=1.2572296389844271 3.4939924139762288 48.97254516406224 1.4612824221899234 leaf_count=18 55 2302 102 internal_value=0 3.10604e-05 -0.000253643 internal_weight=0 52.4665 2.71851 internal_count=2477 2357 120 is_linear=0 shrinkage=0.000400217 Tree=8771 num_leaves=3 num_cat=0 split_feature=31 156 split_gain=1.00634 0.952473 threshold=-1.0000000180025095e-35 0.11815500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019891077436404971 -0.000272554418885749 -0.020095444391628536 leaf_weight=0.90058090979164163 53.981121997988339 0.91720185256417508 leaf_count=74 2340 77 internal_value=0 -0.000643969 internal_weight=0 54.8983 internal_count=2491 2417 is_linear=0 shrinkage=0.0204111 Tree=8772 num_leaves=3 num_cat=0 split_feature=146 1 split_gain=1.24735 1.17982 threshold=0.10064500000000003 0.10423500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00068394237962359557 -0.020765037512643494 0.0054990231023412618 leaf_weight=35.750344394535659 0.95304605737328429 19.948187583524486 leaf_count=1924 9 545 internal_value=0 0.00153705 internal_weight=0 55.6985 internal_count=2478 2469 is_linear=0 shrinkage=0.0204111 Tree=8773 num_leaves=3 num_cat=0 split_feature=1375 43 split_gain=2.08603 1.29855 threshold=-0.43429999999999996 -0.51412499999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02876567635994139 0.013669615504818182 -0.00014101098819483004 leaf_weight=0.91323256625400873 2.8906148969399501 51.202888582927017 leaf_count=11 38 2418 internal_value=0 0.000623704 internal_weight=0 54.0935 internal_count=2467 2456 is_linear=0 shrinkage=0.0204111 Tree=8774 num_leaves=3 num_cat=0 split_feature=1452 51 split_gain=1.28586 1.40889 threshold=1.0000000180025095e-35 0.084970000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001207224299390404 -0.022375698611975473 0.0069856332281405349 leaf_weight=43.952590324960966 0.93872546351394603 10.798090818471563 leaf_count=1970 130 343 internal_value=0 0.000419554 internal_weight=0 54.7507 internal_count=2443 2313 is_linear=0 shrinkage=0.0204111 Tree=8775 num_leaves=3 num_cat=0 split_feature=483 151 split_gain=1.06262 1.09881 threshold=0.10321500000000002 -0.52082499999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039358785715424134 -0.00035069143444598698 2.7752344432097238e-05 leaf_weight=0.89716914031850947 1.1502929616453901 57.169223110819075 leaf_count=39 108 2327 internal_value=0 2.04974e-05 internal_weight=0 58.0664 internal_count=2474 2366 is_linear=0 shrinkage=0.000400217 Tree=8776 num_leaves=3 num_cat=0 split_feature=8 43 split_gain=1.57963 1.8058 threshold=1.0000000180025095e-35 -0.51412499999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014747863046508042 0.017260193835989673 -0.0018334482877450464 leaf_weight=2.7804223504699612 1.9505866395629698 50.719858187869249 leaf_count=40 56 2377 internal_value=0 -0.000942713 internal_weight=0 53.5003 internal_count=2473 2417 is_linear=0 shrinkage=0.0204111 Tree=8777 num_leaves=4 num_cat=0 split_feature=12 151 12 split_gain=1.41016 1.15436 0.768191 threshold=0.12477500000000001 -0.52082499999999987 0.15072500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039390360855340111 -0.0006028760382737852 3.3148799596801845e-05 -5.1805645851971739e-05 leaf_weight=0.9214411297962205 0.77626353123832703 54.557932063086128 0.78741180309589254 leaf_count=37 35 2338 42 internal_value=0 2.52769e-05 -0.000347381 internal_weight=0 55.4794 1.56368 internal_count=2452 2375 77 is_linear=0 shrinkage=0.000400217 Tree=8778 num_leaves=3 num_cat=0 split_feature=453 156 split_gain=1.02562 0.973788 threshold=0.10218000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037232043028484908 -0.00038737221619580635 2.1673071403298863e-05 leaf_weight=0.91109769988406597 0.92233573598787089 56.653831263245365 leaf_count=128 14 2317 internal_value=0 1.47265e-05 internal_weight=0 57.5649 internal_count=2459 2445 is_linear=0 shrinkage=0.000400217 Tree=8779 num_leaves=4 num_cat=0 split_feature=43 11 484 split_gain=1.24545 1.96816 1.89491 threshold=-0.074459999999999985 0.081005000000000008 0.08654000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066340623676522728 -0.0032964018466595741 -0.015353112695566698 0.012576359941238562 leaf_weight=19.021403113289129 29.969057268699999 1.7552587245172606 3.3872806743938773 leaf_count=911 1326 45 113 internal_value=0 0.0047042 -0.00164787 internal_weight=0 20.7767 33.3563 internal_count=2395 956 1439 is_linear=0 shrinkage=0.0204111 Tree=8780 num_leaves=3 num_cat=0 split_feature=38 160 split_gain=1.38401 1.06188 threshold=0.10208000000000002 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020418795706562069 -0.020480493832239585 0.0015578572812534823 leaf_weight=0.82023401825926967 1.144806197773504 53.600494701984417 leaf_count=183 32 2196 internal_value=0 0.00118538 internal_weight=0 54.4207 internal_count=2411 2379 is_linear=0 shrinkage=0.0204111 Tree=8781 num_leaves=4 num_cat=0 split_feature=13 15 13 split_gain=1.2238 1.6243 1.24013 threshold=-0.10939499999999998 0.048235000000000007 -0.5356749999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015918722174126064 1.5015005016060015e-05 -0.00020486728226354895 0.00020857415024589163 leaf_weight=1.7094253266041048 41.9846941517917 6.0584473708672695 7.9359659675583298 leaf_count=26 1362 855 190 internal_value=0 -1.3125e-05 0.000142318 internal_weight=0 48.0431 9.64539 internal_count=2433 2217 216 is_linear=0 shrinkage=0.000400217 Tree=8782 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=1.32991 2.39259 1.32735 threshold=1.0000000180025095e-35 0.0060650000000000009 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015630455436314226 -0.0056808231481520963 0.00054564569161591318 0.0023347801219879855 leaf_weight=7.315914595478942 12.551453952006339 7.8047268885802623 26.757178119894888 leaf_count=977 569 284 614 internal_value=0 -0.0073383 -0.00023351 internal_weight=0 15.1206 39.3086 internal_count=2444 1261 1183 is_linear=0 shrinkage=0.0204111 Tree=8783 num_leaves=4 num_cat=0 split_feature=3 52 457 split_gain=1.22711 2.29189 1.40569 threshold=-0.097754999999999995 0.091360000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020127380751872083 -0.00021833135219834131 -0.00016502706611109936 1.8329428681567603e-05 leaf_weight=12.519027434409962 4.4328640365729362 3.4007490813910399 34.714808216110669 leaf_count=305 195 58 1915 internal_value=0 0.000122419 -9.01497e-06 internal_weight=0 15.9198 39.1477 internal_count=2473 363 2110 is_linear=0 shrinkage=0.000400217 Tree=8784 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=1.46998 1.34762 threshold=0.076175000000000007 0.094405000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0048224789089873011 -0.023049501953058309 0.0017695975000880085 leaf_weight=25.621109434106302 1.2443640042986306 25.858945900438812 leaf_count=1680 79 740 internal_value=0 -0.00151456 internal_weight=0 51.4801 internal_count=2499 2420 is_linear=0 shrinkage=0.0204111 Tree=8785 num_leaves=4 num_cat=0 split_feature=43 4 2 split_gain=1.43661 1.63169 1.53373 threshold=-0.33811499999999994 -0.49367499999999992 0.10575500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044922110097452169 -0.00034513445234142374 3.6145806318983614e-05 0.00011672173224817463 leaf_weight=2.0386919173670317 1.7517831861114235 51.016417210378677 1.1320745913981225 leaf_count=82 125 2275 24 internal_value=0 2.27842e-05 -0.00025007 internal_weight=0 52.7682 3.17077 internal_count=2506 2400 106 is_linear=0 shrinkage=0.000400217 Tree=8786 num_leaves=4 num_cat=0 split_feature=2 50 16 split_gain=1.43292 1.47057 1.08213 threshold=0.12347500000000002 0.10647500000000001 0.065285000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4557159046792171e-05 0.0002829708243167151 -0.00036136082028263194 -0.00010923523401084315 leaf_weight=48.576237442582169 5.1316607587505123 1.613953429220145 1.3699482295924097 leaf_count=2032 185 230 61 internal_value=0 1.69141e-06 0.000199879 internal_weight=0 50.1902 6.50161 internal_count=2508 2262 246 is_linear=0 shrinkage=0.000400217 Tree=8787 num_leaves=3 num_cat=0 split_feature=1375 2 split_gain=2.00794 1.693 threshold=-0.43429999999999996 0.096080000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055003286434173414 -4.4559744307909941e-05 9.7043265772926493e-05 leaf_weight=0.88560908118051784 28.261391924308555 25.739713272274457 leaf_count=11 1609 845 internal_value=0 2.29967e-05 internal_weight=0 54.0011 internal_count=2465 2454 is_linear=0 shrinkage=0.000400217 Tree=8788 num_leaves=4 num_cat=0 split_feature=132 12 131 split_gain=1.35558 1.69148 1.51528 threshold=0.081465000000000024 0.085495000000000015 0.10258000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019509416769536582 0.019250250936536185 -0.0049462385199230598 0.018057823786972241 leaf_weight=48.061502212654432 2.9653079008712657 1.9144224800402296 1.5187204587491567 leaf_count=2093 91 161 85 internal_value=0 0.00985943 -0.00129873 internal_weight=0 4.87973 49.5802 internal_count=2430 252 2178 is_linear=0 shrinkage=0.0204111 Tree=8789 num_leaves=4 num_cat=0 split_feature=2 48 1 split_gain=1.40193 2.37825 0.626337 threshold=0.13754500000000003 0.12879500000000002 0.12158500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7859173129368402e-05 -1.8945428289878282e-10 -0.00043865996331292763 0.00035396192513964634 leaf_weight=50.481273881854577 1.1301295666544313 1.7843532587112338 2.6352431017567142 leaf_count=2291 47 31 108 internal_value=0 1.36916e-06 0.000250792 internal_weight=0 52.2656 3.76537 internal_count=2477 2322 155 is_linear=0 shrinkage=0.000400217 Tree=8790 num_leaves=4 num_cat=0 split_feature=0 2 0 split_gain=1.72429 3.05798 1.87126 threshold=-0.062109999999999992 0.090510000000000021 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020734887852581985 0.00039837245326198391 3.2354935292498501e-05 2.6163336607817771e-05 leaf_weight=15.344136838090433 2.3737854972823724 18.951457521711745 16.842083878378617 leaf_count=1201 46 768 420 internal_value=0 -7.52163e-05 7.41847e-05 internal_weight=0 34.2956 19.2159 internal_count=2435 1969 466 is_linear=0 shrinkage=0.000400217 Tree=8791 num_leaves=4 num_cat=0 split_feature=51 146 43 split_gain=1.13804 1.08835 0.319682 threshold=-0.24953999999999996 0.10064500000000003 -0.38550999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.4525229704834924e-05 2.671040546743369e-05 -0.00037755151885826988 -0.00040892229397953173 leaf_weight=0.59170608149179305 53.996298835262678 0.97641807422041793 1.1834220976334098 leaf_count=7 2334 9 103 internal_value=0 1.87771e-05 -0.000297306 internal_weight=0 54.9727 1.77513 internal_count=2453 2343 110 is_linear=0 shrinkage=0.000400217 Tree=8792 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=1.54986 2.0644 1.54602 threshold=0.0063750000000000013 -0.0016099999999999997 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00095876616609559995 0.0058716381736391172 -0.018890479503417545 -0.010775967502811542 leaf_weight=26.756411586437029 22.22143412278206 2.8617427598478562 2.4906546893471377 leaf_count=1616 656 145 39 internal_value=0 -0.00275597 0.00415274 internal_weight=0 29.6182 24.7121 internal_count=2456 1761 695 is_linear=0 shrinkage=0.0204111 Tree=8793 num_leaves=3 num_cat=0 split_feature=448 4 split_gain=0.987839 1.03484 threshold=-0.083859999999999976 0.51167000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034015379949496084 1.3808800100951095e-05 0.00037715065466939024 leaf_weight=1.1207866581680708 56.193831123571272 1.172652550636484 leaf_count=37 2320 100 internal_value=0 2.19562e-05 internal_weight=0 57.3665 internal_count=2457 2420 is_linear=0 shrinkage=0.000400217 Tree=8794 num_leaves=3 num_cat=0 split_feature=10 33 split_gain=1.06153 1.17703 threshold=0.058500000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020708773802309916 0.016606168756647985 0.00025102621692784456 leaf_weight=1.0274137901142228 1.5037868621511723 54.791830315588641 leaf_count=21 50 2352 internal_value=0 -0.000175446 internal_weight=0 55.8192 internal_count=2423 2373 is_linear=0 shrinkage=0.0204111 Tree=8795 num_leaves=4 num_cat=0 split_feature=43 4 475 split_gain=2.05825 1.5419 1.43216 threshold=-0.063379999999999978 -0.26545999999999997 -0.0029899999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078797729982359715 -0.012939246403116028 -0.0007343590269421361 0.0077377387554959281 leaf_weight=2.7393234448854882 4.9218860320834201 30.204641193887028 17.852116768788619 leaf_count=246 162 1227 839 internal_value=0 -0.00248017 0.00562873 internal_weight=0 35.1265 20.5914 internal_count=2474 1389 1085 is_linear=0 shrinkage=0.0204111 Tree=8796 num_leaves=3 num_cat=0 split_feature=124 4 split_gain=1.17078 1.14326 threshold=0.11040000000000001 -0.0016099999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0024954366144550565 0.018940800905254043 -0.0033581941062820093 leaf_weight=28.853459020926266 1.2354963560937893 26.615534704058746 leaf_count=1606 22 816 internal_value=0 -0.000314402 internal_weight=0 55.469 internal_count=2444 2422 is_linear=0 shrinkage=0.0204111 Tree=8797 num_leaves=4 num_cat=0 split_feature=4 1 1 split_gain=1.73283 3.31493 2.3747 threshold=-0.083954999999999988 0.077845000000000011 0.080475000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021496264450811403 -0.00027707209564446409 1.1504791082165387e-05 -0.00012829479807244495 leaf_weight=10.688724304559399 7.8272759017638682 32.339217083395397 4.5169048604539048 leaf_count=296 1017 928 223 internal_value=0 -4.53443e-05 0.000112804 internal_weight=0 40.1665 15.2056 internal_count=2464 1945 519 is_linear=0 shrinkage=0.000400217 Tree=8798 num_leaves=3 num_cat=0 split_feature=1374 156 split_gain=1.29483 1.37981 threshold=-0.094929999999999987 0.091255000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028504547923609839 3.668139630970275e-05 -0.00023252080460132082 leaf_weight=2.2024259293393689 50.941102135510391 3.13219353651857 leaf_count=42 2193 212 internal_value=0 2.06396e-05 internal_weight=0 54.0733 internal_count=2447 2405 is_linear=0 shrinkage=0.000400217 Tree=8799 num_leaves=4 num_cat=0 split_feature=1213 456 4 split_gain=1.73044 1.36812 0.454828 threshold=-1.0000000180025095e-35 0.087015000000000023 -0.16270999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016275327303335021 3.4313118067132224e-05 -0.00028772551668373487 -0.00040914833191132912 leaf_weight=0.19189631938934315 53.412420913172809 2.088425983220076 1.7983219561288013 leaf_count=4 1956 133 388 internal_value=0 2.16403e-05 -0.000348274 internal_weight=0 55.5008 1.99022 internal_count=2481 2089 392 is_linear=0 shrinkage=0.000400217 Tree=8800 num_leaves=3 num_cat=0 split_feature=160 1456 split_gain=1.3791 1.27701 threshold=-0.40446999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040725289000260242 2.8916213027943907e-05 -0.00034457814263875232 leaf_weight=1.1312452358920371 54.534886027720404 1.3950471826992714 leaf_count=202 2117 203 internal_value=0 1.89304e-05 internal_weight=0 55.9299 internal_count=2522 2320 is_linear=0 shrinkage=0.000400217 Tree=8801 num_leaves=4 num_cat=0 split_feature=42 43 40 split_gain=1.01469 1.22396 0.77241 threshold=-0.108275 -0.083814999999999987 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018046252579470009 0.0068894539578322712 -0.00017385545521394279 0.0068329711027696376 leaf_weight=1.8171447900242577 13.521355474949813 40.811403966990838 0.6435747118666767 leaf_count=136 529 1755 7 internal_value=0 0.00159449 -0.0115252 internal_weight=0 54.3328 2.46072 internal_count=2427 2284 143 is_linear=0 shrinkage=0.0204111 Tree=8802 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=1.51298 1.74276 threshold=0.14753000000000002 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0285149956706151e-05 0.0003284829332830182 -0.00045259535948526233 leaf_weight=51.260555563196021 2.2127480098342849 1.2247748792156006 leaf_count=2267 111 80 internal_value=0 -1.45691e-06 internal_weight=0 52.4853 internal_count=2458 2347 is_linear=0 shrinkage=0.000400217 Tree=8803 num_leaves=4 num_cat=0 split_feature=1 16 13 split_gain=1.16473 1.80959 1.26438 threshold=0.12180500000000001 0.38845000000000002 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010100653162970753 0.019378136215752639 -0.021093936456038093 0.0019521460194739516 leaf_weight=46.84355857216201 2.4443797167223238 1.6635933066436326 5.4887433806397885 leaf_count=2022 134 205 113 internal_value=0 -0.000867897 0.00751647 internal_weight=0 48.5072 7.93312 internal_count=2474 2227 247 is_linear=0 shrinkage=0.0204111 Tree=8804 num_leaves=4 num_cat=0 split_feature=457 1 13 split_gain=1.18942 2.16494 1.58507 threshold=0.080930000000000016 0.086105000000000015 -0.09194999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0050463635006233179 -0.010851153539376416 0.012692237476746955 -0.0035337552991230952 leaf_weight=11.928918910915852 2.0701259625111543 6.436121330691094 35.102218460923041 leaf_count=332 88 118 1940 internal_value=0 0.00689605 -0.00135069 internal_weight=0 8.50625 47.0311 internal_count=2478 206 2272 is_linear=0 shrinkage=0.0204111 Tree=8805 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.98827 3.78536 1.25688 threshold=-0.074434999999999987 -0.10674499999999999 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6536597024763644e-05 0.00039045475326175309 -0.00029501399689316291 6.092040091565873e-05 leaf_weight=24.557561508872823 1.9264563750257391 8.2606910215579301 21.424796422060354 leaf_count=427 30 1306 729 internal_value=0 -6.26203e-05 8.98402e-05 internal_weight=0 32.8183 23.3513 internal_count=2492 1733 759 is_linear=0 shrinkage=0.000400217 Tree=8806 num_leaves=4 num_cat=0 split_feature=147 43 2 split_gain=1.12452 1.21737 0.47169 threshold=0.089025000000000007 -0.50992999999999988 0.090990000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012358493738815837 0.0026396553002714361 -0.00083903444556232716 0.018037282003891011 leaf_weight=2.9825085945103629 1.4455654999765095 49.232618501607931 1.9806424993148537 leaf_count=48 30 2317 66 internal_value=0 -6.03652e-05 0.0118299 internal_weight=0 52.2151 3.42621 internal_count=2461 2365 96 is_linear=0 shrinkage=0.0204111 Tree=8807 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=1.20519 1.02832 threshold=-1.0000000180025095e-35 -0.47090499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019766859710085499 0.018710687709648583 -0.00020453398398717805 leaf_weight=1.1746375375460036 1.1128736934533652 53.355967886125427 leaf_count=215 86 2165 internal_value=0 0.000219521 internal_weight=0 54.4688 internal_count=2466 2251 is_linear=0 shrinkage=0.0204111 Tree=8808 num_leaves=4 num_cat=0 split_feature=1 15 159 split_gain=2.23718 1.38992 0.901178 threshold=0.12337000000000002 0.077615000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5910651315600677e-05 -9.4630865851261803e-05 -0.00023383008361268956 0.00028211199419865633 leaf_weight=40.997368800260801 1.2017433753935618 5.1844983982684871 5.1517345552038014 leaf_count=1311 19 883 203 internal_value=0 -4.08812e-05 0.000210447 internal_weight=0 46.1819 6.35348 internal_count=2416 2194 222 is_linear=0 shrinkage=0.000400217 Tree=8809 num_leaves=4 num_cat=0 split_feature=1 52 16 split_gain=1.49679 1.79194 0.260217 threshold=0.13662500000000002 -0.11408499999999998 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011195997570066363 0.021563519137766895 0.0020433675268341648 0.00762245460603407 leaf_weight=4.5603323379252734 1.5455145356800133 48.115696607175551 1.1130148775700934 leaf_count=422 89 1938 44 internal_value=0 0.000875877 0.0162709 internal_weight=0 52.676 2.65853 internal_count=2493 2360 133 is_linear=0 shrinkage=0.0204111 Tree=8810 num_leaves=4 num_cat=0 split_feature=16 150 123 split_gain=2.00552 1.56935 1.4171 threshold=-0.094359999999999986 -1.0000000180025095e-35 0.083715000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0077138890793004644 0.017172141379670502 0.0010573518173553175 0.013384255007655426 leaf_weight=16.568216355226472 2.620806518913013 32.255771877267989 1.3397562643003755 leaf_count=500 61 1842 84 internal_value=0 0.00231938 -0.00606211 internal_weight=0 34.8766 17.908 internal_count=2487 1903 584 is_linear=0 shrinkage=0.0204111 Tree=8811 num_leaves=3 num_cat=0 split_feature=45 13 split_gain=1.06183 1.14179 threshold=-1.0000000180025095e-35 -0.09194999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003874474038523974 0.00011659288746112806 -2.0245349647285988e-05 leaf_weight=1.1151981980656263 12.545183294734668 42.676403314226945 leaf_count=21 360 2060 internal_value=0 1.10144e-05 internal_weight=0 55.2216 internal_count=2441 2420 is_linear=0 shrinkage=0.000400217 Tree=8812 num_leaves=4 num_cat=0 split_feature=47 3 0 split_gain=1.60343 3.67043 1.92054 threshold=0.086380000000000012 -0.0088599999999999981 0.11939500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.8625046359883122e-05 9.2632161851366975e-05 -0.00034772505989843523 -0.00016496396055901491 leaf_weight=37.876345387619949 6.5994732662948081 5.4399392377235909 5.3680957606811708 leaf_count=2061 219 86 112 internal_value=0 -0.000107711 5.68014e-05 internal_weight=0 12.0394 43.2444 internal_count=2478 305 2173 is_linear=0 shrinkage=0.000400217 Tree=8813 num_leaves=4 num_cat=0 split_feature=484 13 9 split_gain=1.48825 1.32955 1.17051 threshold=-1.0000000180025095e-35 -0.5356749999999999 0.092235000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031389320328260737 -0.00033067233515315778 4.6853448022623558e-05 0.00035029199323435183 leaf_weight=3.0896988611930278 1.4276588983630052 51.706457651903975 0.39547060430049885 leaf_count=392 25 2038 2 internal_value=0 3.60357e-05 -0.000229969 internal_weight=0 53.1341 3.48517 internal_count=2457 2063 394 is_linear=0 shrinkage=0.000400217 Tree=8814 num_leaves=3 num_cat=0 split_feature=31 45 split_gain=1.06943 1.07939 threshold=-1.0000000180025095e-35 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019941666100239737 0.019655746568854458 -0.00094093074180635059 leaf_weight=0.97050325679992866 0.96910152211785217 54.553125354157146 leaf_count=67 9 2417 internal_value=0 -0.000542595 internal_weight=0 55.5222 internal_count=2493 2426 is_linear=0 shrinkage=0.0204111 Tree=8815 num_leaves=4 num_cat=0 split_feature=376 0 42 split_gain=1.66342 1.53021 0.513578 threshold=0.048375000000000008 0.11939500000000002 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015567999760152551 -0.00014737579773457709 -0.013242249972421627 0.017660944464343853 leaf_weight=46.689211002826596 0.898675671371166 3.933273679962439 2.5726487159481612 leaf_count=2262 14 101 120 internal_value=0 -0.00119946 0.0131901 internal_weight=0 50.6225 3.47132 internal_count=2497 2363 134 is_linear=0 shrinkage=0.0204111 Tree=8816 num_leaves=4 num_cat=0 split_feature=13 16 12 split_gain=1.47538 1.67201 1.35308 threshold=-0.10939499999999998 -0.39185999999999993 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020042954099842636 0.0071377662207334396 0.00096394632302727531 -0.0033423647136687517 leaf_weight=2.7650314800048363 5.8426657948893981 5.7513455448570294 37.252438795086618 leaf_count=65 253 152 1975 internal_value=0 0.00733808 -0.00190669 internal_weight=0 8.51638 43.0951 internal_count=2445 217 2228 is_linear=0 shrinkage=0.0204111 Tree=8817 num_leaves=3 num_cat=0 split_feature=480 0 split_gain=1.0914 1.08502 threshold=1.0000000180025095e-35 -0.12491999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.1279199926603353e-05 -0.00035247745302736277 -2.5961418861366386e-05 leaf_weight=19.46320097751186 1.2094837329427708 35.610977458567959 leaf_count=339 192 1932 internal_value=0 1.55725e-05 internal_weight=0 55.0742 internal_count=2463 2271 is_linear=0 shrinkage=0.000400217 Tree=8818 num_leaves=3 num_cat=0 split_feature=148 48 split_gain=1.18867 1.91624 threshold=-0.082084999999999977 -0.024949999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014191171355302273 0.013349605651495292 -0.00049961425433270518 leaf_weight=2.2186183098601751 4.4473470658922443 47.723218531383736 leaf_count=72 99 2302 internal_value=0 0.000707041 internal_weight=0 52.1706 internal_count=2473 2401 is_linear=0 shrinkage=0.0204111 Tree=8819 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.10903 1.78219 threshold=-0.5356749999999999 -0.10939499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015295588282765841 0.010623039057908689 0.00068469031452223048 leaf_weight=1.4114363847620541 8.9472066893385982 44.274240563252988 leaf_count=25 204 2220 internal_value=0 0.00237425 internal_weight=0 53.2214 internal_count=2449 2424 is_linear=0 shrinkage=0.0204111 Tree=8820 num_leaves=4 num_cat=0 split_feature=456 48 2 split_gain=1.51285 1.4955 1.04455 threshold=0.085215000000000013 0.093265000000000015 0.11466000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8247277913356343e-05 -0.00049479680280166882 0.00015666671543685778 5.6112063540161733e-05 leaf_weight=43.310424834808146 1.5112704991788626 9.4406503975765172 0.8029755763709544 leaf_count=2105 126 236 26 internal_value=0 1.33219e-05 -0.000309879 internal_weight=0 52.7511 2.31425 internal_count=2493 2341 152 is_linear=0 shrinkage=0.000400217 Tree=8821 num_leaves=3 num_cat=0 split_feature=133 1210 split_gain=1.13922 1.00084 threshold=-0.39935999999999994 -0.08107499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046246582262178104 -0.00040364213409891964 2.2960726012100845e-05 leaf_weight=0.69469290154665841 0.78279458321230677 57.305537545858215 leaf_count=130 118 2240 internal_value=0 1.64464e-05 internal_weight=0 58.0883 internal_count=2488 2358 is_linear=0 shrinkage=0.000400217 Tree=8822 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=1.48013 2.02695 1.90827 threshold=-0.075434999999999988 0.094405000000000003 -0.032264999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082518424314236612 0.011712318306528309 0.0019076181238303299 -0.0005583949338423391 leaf_weight=15.557476572316089 8.0778225823160046 17.050258039989785 14.833892757256761 leaf_count=1324 362 361 437 internal_value=0 -0.00295121 0.00380372 internal_weight=0 32.6077 22.9117 internal_count=2484 1685 799 is_linear=0 shrinkage=0.0204111 Tree=8823 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=1.27048 1.81081 threshold=-0.27336999999999995 -0.23078999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032852863785670362 0.00028266861893978969 2.5298627820177648e-05 leaf_weight=1.3623461953397953 4.6958895909374396 49.442247576127102 leaf_count=57 60 2327 internal_value=0 4.816e-05 internal_weight=0 54.1381 internal_count=2444 2387 is_linear=0 shrinkage=0.000400217 Tree=8824 num_leaves=3 num_cat=0 split_feature=1373 151 split_gain=1.16949 1.11109 threshold=0.099250000000000019 -0.52082499999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020101459611405751 -0.021208158361707349 0.0013884683696485296 leaf_weight=0.90896423168965057 0.89315749411616607 55.644617670983052 leaf_count=37 18 2443 internal_value=0 0.00100403 internal_weight=0 56.5536 internal_count=2498 2480 is_linear=0 shrinkage=0.0204111 Tree=8825 num_leaves=3 num_cat=0 split_feature=146 48 split_gain=1.43561 1.04034 threshold=0.10064500000000003 -0.22597999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018824268198333056 -0.025041010824797396 -0.00028933511443606262 leaf_weight=1.100766119576291 0.84860546514391799 54.486394670889922 leaf_count=15 8 2465 internal_value=0 0.000126243 internal_weight=0 55.5872 internal_count=2488 2480 is_linear=0 shrinkage=0.0204111 Tree=8826 num_leaves=4 num_cat=0 split_feature=124 49 123 split_gain=1.28354 1.95087 1.33818 threshold=-0.043384999999999993 -0.083949999999999983 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019027492373259114 -0.00023769055519090476 5.2872610157454982e-06 0.00031745358448974847 leaf_weight=1.0060018909571216 5.8586341777699991 46.585919935681204 3.4064047708016005 leaf_count=49 126 2169 156 internal_value=0 -2.23046e-05 0.00019985 internal_weight=0 52.4446 4.41241 internal_count=2500 2295 205 is_linear=0 shrinkage=0.000400217 Tree=8827 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=1.34143 1.26961 threshold=-0.094929999999999987 0.3138450000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016844907634666478 -2.8648754074634865e-05 0.021306468331060806 leaf_weight=1.8248321832215868 51.924099018878678 1.0766417470294971 leaf_count=43 2431 8 internal_value=0 0.000448749 internal_weight=0 53.0007 internal_count=2482 2439 is_linear=0 shrinkage=0.0204111 Tree=8828 num_leaves=4 num_cat=0 split_feature=133 160 123 split_gain=1.2807 1.4224 0.820552 threshold=0.10637000000000002 -0.091944999999999985 0.091810000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011451047665346867 -0.022267514065233904 0.0021125446987147961 0.014073473319933125 leaf_weight=3.3431912657717922 1.4076163670465565 47.628288411812719 0.23229154513683159 leaf_count=322 322 1786 17 internal_value=0 0.00119977 -0.0165494 internal_weight=0 50.9715 1.63991 internal_count=2447 2108 339 is_linear=0 shrinkage=0.0204111 Tree=8829 num_leaves=4 num_cat=0 split_feature=3 11 1 split_gain=1.17517 1.71862 1.60012 threshold=-0.10628499999999998 0.081365000000000007 0.12419000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017464508678975373 -5.8242959025009169e-05 -0.00012027037996331385 0.00017342986097201429 leaf_weight=12.539314850942903 33.504077059460315 4.1323959118390112 5.455726934734229 leaf_count=183 1921 129 198 internal_value=0 0.00010123 -2.53967e-05 internal_weight=0 16.6717 38.9598 internal_count=2431 312 2119 is_linear=0 shrinkage=0.000400217 Tree=8830 num_leaves=3 num_cat=0 split_feature=51 483 split_gain=1.8748 1.29879 threshold=-0.24953999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021196897902830039 0.0026462906078045987 -0.01063243087544017 leaf_weight=1.3961694921417791 52.196894356541634 3.1505139571336249 leaf_count=114 2117 291 internal_value=0 0.00187049 internal_weight=0 55.3474 internal_count=2522 2408 is_linear=0 shrinkage=0.0204111 Tree=8831 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=1.14944 2.06649 0.694793 threshold=0.14198000000000002 0.084965000000000013 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5542220636538819e-05 0.00032761070693613776 -0.00033499827334608007 -6.3351294333731809e-05 leaf_weight=53.426799928808578 2.6816285098377644 2.7244484445991466 0.94111952869934601 leaf_count=2193 135 69 60 internal_value=0 -2.09876e-06 0.000227192 internal_weight=0 56.1512 3.62275 internal_count=2457 2262 195 is_linear=0 shrinkage=0.000400217 Tree=8832 num_leaves=4 num_cat=0 split_feature=51 1374 160 split_gain=1.31154 1.90152 1.26291 threshold=0.094405000000000017 -0.094929999999999987 0.031805000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004823500693023708 2.4428521847555484e-05 -9.3328064928647275e-06 0.00034889733004686584 leaf_weight=1.2890051832073357 4.9645002000261211 48.227050483918447 3.0418126792478688 leaf_count=33 216 2201 56 internal_value=0 -2.27069e-05 0.000150815 internal_weight=0 49.5161 8.00631 internal_count=2506 2234 272 is_linear=0 shrinkage=0.000400217 Tree=8833 num_leaves=4 num_cat=0 split_feature=2 457 49 split_gain=1.30108 1.12385 0.0603868 threshold=0.14846500000000004 -0.0046349999999999994 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019667635480917679 0.00037317065833470189 6.0646611080173918e-06 0.00018534781084138534 leaf_weight=4.6879806262732009 1.1555221330236229 49.925719044956168 0.87985304181711388 leaf_count=205 80 2183 24 internal_value=0 -1.17052e-05 0.000305877 internal_weight=0 54.6137 2.03538 internal_count=2492 2388 104 is_linear=0 shrinkage=0.000400217 Tree=8834 num_leaves=4 num_cat=0 split_feature=457 13 44 split_gain=1.4661 1.42885 1.4087 threshold=-0.0046349999999999994 -0.089024999999999979 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022522662452078323 3.1173962697135972e-05 -0.00031482685560257564 -0.00035295737448639907 leaf_weight=0.89203023188019859 49.649911146247405 3.8579314257003707 1.4659697948518431 leaf_count=32 2242 159 48 internal_value=0 -0.000210555 1.941e-05 internal_weight=0 4.74996 51.1159 internal_count=2481 191 2290 is_linear=0 shrinkage=0.000400217 Tree=8835 num_leaves=4 num_cat=0 split_feature=0 2 15 split_gain=1.08936 2.2371 1.7266 threshold=-0.10674499999999999 0.11370000000000001 -0.015319999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3797489217710632e-05 -0.00010561977196666702 0.00016594657841705442 0.00021166794027450617 leaf_weight=17.625057142085328 26.000015388934802 5.8645443093728309 7.7493965653047772 leaf_count=324 1759 279 117 internal_value=0 -5.5233e-05 5.56874e-05 internal_weight=0 31.8646 25.3745 internal_count=2479 2038 441 is_linear=0 shrinkage=0.000400217 Tree=8836 num_leaves=3 num_cat=0 split_feature=1446 2 split_gain=1.08453 1.11832 threshold=0.090050000000000005 0.14753000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.4139312723338244e-06 -0.00038873498877722173 0.00029440925297601143 leaf_weight=56.032634975829069 0.95440046492967567 2.1509114390391906 leaf_count=2260 109 103 internal_value=0 1.85686e-05 internal_weight=0 58.1835 internal_count=2472 2363 is_linear=0 shrinkage=0.000400217 Tree=8837 num_leaves=4 num_cat=0 split_feature=481 151 159 split_gain=1.18488 1.17053 0.120582 threshold=-0.039559999999999991 -0.51118499999999989 -0.089714999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.4622634204272173e-05 -0.00039313964970659308 4.4224948363471225e-05 -0.0004038214151278665 leaf_weight=0.17033442017782363 0.88656156526235363 55.524209508923377 0.98380539191657479 leaf_count=42 36 2184 207 internal_value=0 3.65861e-05 -0.000354984 internal_weight=0 56.4108 1.15414 internal_count=2469 2220 249 is_linear=0 shrinkage=0.000400217 Tree=8838 num_leaves=3 num_cat=0 split_feature=149 12 split_gain=1.50587 1.34749 threshold=0.10096000000000001 -0.072949999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010685813340271353 -0.02448932475011472 0.00033372831889697679 leaf_weight=5.7625722130460408 0.83660596492700179 48.454550039943342 leaf_count=268 18 2206 internal_value=0 0.00145377 internal_weight=0 54.2171 internal_count=2492 2474 is_linear=0 shrinkage=0.0204111 Tree=8839 num_leaves=4 num_cat=0 split_feature=15 403 132 split_gain=1.51267 1.8851 1.74395 threshold=0.043810000000000009 -1.0000000180025095e-35 0.079320000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.1263134137321353e-05 -0.00036610714543159663 0.00018610170720268252 0.0001882985701715449 leaf_weight=40.600464738666233 1.0072587638928769 8.9360886513368296 4.5084495606579358 leaf_count=1416 459 457 179 internal_value=0 0.000126709 -4.4919e-05 internal_weight=0 9.94335 45.1089 internal_count=2511 916 1595 is_linear=0 shrinkage=0.000400217 Tree=8840 num_leaves=4 num_cat=0 split_feature=124 40 483 split_gain=1.24721 1.47835 1.44452 threshold=-1.0000000180025095e-35 -0.024094999999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018350718444005799 4.8076453844501536e-05 -0.0085656575840671965 -0.016866041553288386 leaf_weight=2.9276934626795992 46.861390320682631 1.1032839142535511 2.0904393455043637 leaf_count=158 1974 53 288 internal_value=0 0.0109513 -0.000711066 internal_weight=0 4.03098 48.9518 internal_count=2473 211 2262 is_linear=0 shrinkage=0.0204111 Tree=8841 num_leaves=4 num_cat=0 split_feature=2 2 150 split_gain=1.30278 1.91483 1.75103 threshold=0.090510000000000021 0.083195000000000005 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010064261319153543 -3.3045476128344968e-05 -0.012486481912957467 0.011175881857810424 leaf_weight=16.701096254248117 24.834923729923503 7.0952549651917698 7.4657500682674245 leaf_count=664 908 740 163 internal_value=0 -0.00369331 0.00258736 internal_weight=0 23.7964 32.3007 internal_count=2475 1404 1071 is_linear=0 shrinkage=0.0204111 Tree=8842 num_leaves=4 num_cat=0 split_feature=2 15 123 split_gain=1.19396 1.526 1.21647 threshold=0.097940000000000013 -0.11689999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014866117650708829 0.0023726110057650275 -0.00066992989314171054 0.018725893238082159 leaf_weight=3.4181959201559939 20.784380541642808 29.773225642877378 1.9796928606156132 leaf_count=187 614 1537 105 internal_value=0 -0.00217698 0.00387948 internal_weight=0 33.1914 22.7641 internal_count=2443 1724 719 is_linear=0 shrinkage=0.0204111 Tree=8843 num_leaves=4 num_cat=0 split_feature=159 482 157 split_gain=1.35076 1.18159 0.588734 threshold=0.11259000000000001 0.090355000000000005 -0.0091799999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015392200224989968 0.001523217835555097 -0.018577150284225678 -0.024879730196944273 leaf_weight=53.608947867718371 0.47635526687736263 1.1330280889560516 1.112461541993979 leaf_count=2239 40 114 86 internal_value=0 0.00108579 -0.0173845 internal_weight=0 54.742 1.58882 internal_count=2479 2353 126 is_linear=0 shrinkage=0.0204111 Tree=8844 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=2.04959 2.87509 1.43427 threshold=0.11184000000000001 0.077765000000000015 -0.00041499999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024649332576430038 2.3123800873770983e-05 -6.776460835799327e-06 0.00038653477730988048 leaf_weight=10.223599984700284 4.3953553736628237 35.70702585770573 2.7836682765919241 leaf_count=1186 132 1115 32 internal_value=0 -6.06042e-05 0.000167809 internal_weight=0 45.9306 7.17902 internal_count=2465 2301 164 is_linear=0 shrinkage=0.000400217 Tree=8845 num_leaves=4 num_cat=0 split_feature=41 2 4 split_gain=1.14241 1.19045 0.563863 threshold=0.079885000000000025 0.11771500000000001 0.36766000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1314548579375887e-05 -0.00039772773481200655 0.00022133254173571244 -3.89355303414705e-05 leaf_weight=46.23715793626684 1.2155315045611126 5.8591840115432197 1.545816095662303 leaf_count=2085 76 268 31 internal_value=0 5.31144e-05 -0.000206218 internal_weight=0 52.0963 2.76135 internal_count=2460 2353 107 is_linear=0 shrinkage=0.000400217 Tree=8846 num_leaves=4 num_cat=0 split_feature=457 49 1213 split_gain=1.13121 1.51703 1.22062 threshold=-0.0046349999999999994 -0.006494999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033966742986031568 -0.00023078667315578746 0.00012830432558714328 4.7822253111784371e-05 leaf_weight=2.9408286752131971 2.5460575685488029 1.6675476175441861 48.547037992984315 leaf_count=149 404 52 1889 internal_value=0 -0.000171304 3.34644e-05 internal_weight=0 4.60838 51.0931 internal_count=2494 201 2293 is_linear=0 shrinkage=0.000400217 Tree=8847 num_leaves=4 num_cat=0 split_feature=484 150 39 split_gain=1.34313 1.28044 1.03232 threshold=-1.0000000180025095e-35 0.094605000000000009 -0.046074999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032039749763128984 -0.00031230347791976181 0.0002165588545945669 4.1776521801728143e-05 leaf_weight=3.1408293908016272 1.2429408707012033 0.82486390706617374 50.859267798713972 leaf_count=405 43 14 2023 internal_value=0 -0.000205831 3.26781e-05 internal_weight=0 3.96569 52.1022 internal_count=2485 419 2066 is_linear=0 shrinkage=0.000400217 Tree=8848 num_leaves=4 num_cat=0 split_feature=457 3 1 split_gain=1.73597 1.26182 0.924459 threshold=-0.0046349999999999994 -0.24509499999999998 0.099450000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044026933642302645 0.00032469343693696673 1.4915769038175115e-05 -6.9660226717994158e-05 leaf_weight=1.823278395931992 2.0923035326413801 47.688312051938738 2.550213920767419 leaf_count=144 37 2241 55 internal_value=0 2.86353e-05 -0.000231298 internal_weight=0 49.7806 4.37349 internal_count=2477 2278 199 is_linear=0 shrinkage=0.000400217 Tree=8849 num_leaves=4 num_cat=0 split_feature=15 1 1 split_gain=1.18698 1.98487 1.16886 threshold=0.091545000000000015 0.11174500000000002 0.13662500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020689475075526828 -0.022521755697625118 0.0061333962265052062 0.013400965551231048 leaf_weight=49.152869740240021 2.2679842593488497 1.6782914313953368 2.8543735185357937 leaf_count=1964 368 21 124 internal_value=0 -0.0105022 0.000958274 internal_weight=0 3.94628 52.0072 internal_count=2477 389 2088 is_linear=0 shrinkage=0.0204111 Tree=8850 num_leaves=4 num_cat=0 split_feature=2 52 0 split_gain=1.50661 2.44374 1.69277 threshold=0.097940000000000013 0.17002500000000001 -0.23101999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002659543596018291 9.3757341522368915e-05 -0.0004419074660889237 -9.9024444503466335e-05 leaf_weight=2.0822549479344188 21.922534923232437 1.3438386265247562 28.903898164442126 leaf_count=25 667 80 1716 internal_value=0 6.08497e-05 -7.36288e-05 internal_weight=0 23.2664 30.9862 internal_count=2488 747 1741 is_linear=0 shrinkage=0.000400217 Tree=8851 num_leaves=4 num_cat=0 split_feature=12 4 3 split_gain=1.59082 1.71421 1.30031 threshold=0.092355000000000007 0.23716000000000004 -0.13827999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0098714243861694282 -0.015586444653859737 0.00042446076114696478 -0.00070771262037992114 leaf_weight=5.4783281600375622 5.7397391246133775 5.3064010884991148 35.998444387167865 leaf_count=129 672 75 1634 internal_value=0 -0.00796797 0.000712414 internal_weight=0 11.0461 41.4768 internal_count=2510 747 1763 is_linear=0 shrinkage=0.0204111 Tree=8852 num_leaves=4 num_cat=0 split_feature=151 131 4 split_gain=1.36183 1.08888 0.955596 threshold=0.056735000000000001 0.089305000000000009 0.0047050000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024018055876522714 -0.017255818296485585 -0.0092293887377319726 -9.4411055206312518e-05 leaf_weight=46.039685646433782 2.7707104968139893 3.5063203370955298 2.5476757854921743 leaf_count=2061 59 310 44 internal_value=0 0.00155972 -0.00920641 internal_weight=0 49.546 5.31839 internal_count=2474 2371 103 is_linear=0 shrinkage=0.0204111 Tree=8853 num_leaves=3 num_cat=0 split_feature=16 16 split_gain=1.26619 1.33431 threshold=-0.54225499999999982 -0.52786999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01620372837660463 -0.011650208906855598 0.001237765168424916 leaf_weight=2.0867502818800849 3.4652535499189971 51.852730602097608 leaf_count=66 46 2354 internal_value=0 0.000408529 internal_weight=0 55.318 internal_count=2466 2400 is_linear=0 shrinkage=0.0204111 Tree=8854 num_leaves=3 num_cat=0 split_feature=146 48 split_gain=1.14911 1.14337 threshold=0.096005000000000021 -0.14698499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018576133035398852 -0.023616065450612293 -0.0013487807097485361 leaf_weight=1.1165594420817786 0.83178027509711583 51.693060363369113 leaf_count=18 10 2433 internal_value=0 -0.000889095 internal_weight=0 52.8096 internal_count=2461 2451 is_linear=0 shrinkage=0.0204111 Tree=8855 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=1.33272 1.05636 threshold=-0.52412999999999987 -0.084044999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017241953265547536 -0.0055963006696836152 0.0013642688721205308 leaf_weight=1.7956527919595817 11.426563531075315 42.580898645624302 leaf_count=23 513 1928 internal_value=0 -0.000116937 internal_weight=0 54.0075 internal_count=2464 2441 is_linear=0 shrinkage=0.0204111 Tree=8856 num_leaves=4 num_cat=0 split_feature=43 157 43 split_gain=1.18958 1.87155 1.63694 threshold=-0.074254999999999988 -0.072409999999999988 -0.07581499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.378731350577003e-05 0.00016066985840776612 -9.7324659804413883e-05 0.00049964121622824386 leaf_weight=17.638924471425529 5.1996431298180132 29.749294494592505 1.1869976219386433 leaf_count=938 123 1352 25 internal_value=0 -5.85502e-05 6.59404e-05 internal_weight=0 34.9489 18.8259 internal_count=2438 1475 963 is_linear=0 shrinkage=0.000400217 Tree=8857 num_leaves=4 num_cat=0 split_feature=0 49 47 split_gain=1.33696 2.06826 1.718 threshold=-0.0019449999999999999 0.0037600000000000003 0.086380000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.508846877624613e-06 2.3763435209467676e-05 0.00042704743132580483 -0.00018443411302076498 leaf_weight=33.757655705868501 9.536547304112899 2.483390422537922 10.014138766321592 leaf_count=1928 224 34 280 internal_value=0 0.000110257 -3.98497e-05 internal_weight=0 12.0199 43.7718 internal_count=2466 258 2208 is_linear=0 shrinkage=0.000400217 Tree=8858 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.4989 1.67716 threshold=0.11251000000000001 -0.0068949999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014399655283256733 0.014144238139178623 0.0010636900232904845 leaf_weight=2.9978786948663574 3.2781505614084372 48.300372944743685 leaf_count=400 57 2020 internal_value=0 0.000130616 internal_weight=0 51.2983 internal_count=2477 2420 is_linear=0 shrinkage=0.0204111 Tree=8859 num_leaves=3 num_cat=0 split_feature=156 157 split_gain=0.97578 1.04659 threshold=-1.0000000180025095e-35 -0.08107499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018924676741965546 0.0097075101017306976 0.00046037679823916913 leaf_weight=0.88635783626591447 5.595527685723936 47.965242572161515 leaf_count=137 207 2114 internal_value=0 0.00144467 internal_weight=0 53.5608 internal_count=2458 2321 is_linear=0 shrinkage=0.0204111 Tree=8860 num_leaves=4 num_cat=0 split_feature=133 123 401 split_gain=1.21744 2.00349 1.0674 threshold=0.095160000000000008 0.081180000000000016 0.087110000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6637644506105752e-05 -0.00039568442682211708 0.00032896614701593874 -0.00031039262283893098 leaf_weight=52.768706916755036 2.229380642237174 0.73186960935709056 1.1903948076469522 leaf_count=1879 369 29 181 internal_value=0 -0.000211128 4.79146e-05 internal_weight=0 2.96125 53.9591 internal_count=2458 398 2060 is_linear=0 shrinkage=0.000400217 Tree=8861 num_leaves=4 num_cat=0 split_feature=49 43 41 split_gain=1.72667 1.66892 1.49237 threshold=-0.10919499999999999 -0.053009999999999995 0.079885000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6077373252097244e-05 3.0852477212046384e-05 -0.00044981066091350771 -0.00026305943765513935 leaf_weight=2.1012536370253656 46.113884301403232 2.5477061927522291 2.8316383453447989 leaf_count=64 2248 44 104 internal_value=0 -0.000239162 1.32872e-05 internal_weight=0 4.64896 48.9455 internal_count=2460 108 2352 is_linear=0 shrinkage=0.000400217 Tree=8862 num_leaves=4 num_cat=0 split_feature=484 3 1 split_gain=1.59926 1.03712 0.29854 threshold=-0.08040499999999999 0.18307500000000002 0.11570500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022302869123548306 0.00088962653359105982 0.013390014584692637 0.0012226425152143513 leaf_weight=1.3095026357700579 48.118840791471939 2.8234150156222304 0.25355593115091313 leaf_count=231 2091 115 15 internal_value=0 0.00161029 -0.01866 internal_weight=0 50.9423 1.56306 internal_count=2452 2206 246 is_linear=0 shrinkage=0.0204111 Tree=8863 num_leaves=4 num_cat=0 split_feature=151 160 403 split_gain=1.33756 2.21125 1.85641 threshold=-0.084764999999999993 -0.086154999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002751348074104026 -0.00024717878641463759 -0.00026042836763022026 5.7179700058596205e-05 leaf_weight=1.467754655952376 3.3498303110668521 5.7267859353887607 44.292102071222871 leaf_count=50 587 199 1614 internal_value=0 -0.000148626 3.52501e-05 internal_weight=0 7.19454 47.6419 internal_count=2450 249 2201 is_linear=0 shrinkage=0.000400217 Tree=8864 num_leaves=4 num_cat=0 split_feature=14 15 2 split_gain=1.3048 1.21442 0.135516 threshold=0.062655000000000016 -0.25061999999999995 0.086590000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023384763163110622 -0.00052521938859945378 1.087200169268859e-05 -0.00018597252316543574 leaf_weight=4.1436611280987554 0.55985373611838329 48.688814928851798 0.52395488124511758 leaf_count=199 38 2223 40 internal_value=0 2.88176e-05 -0.000393985 internal_weight=0 52.8325 1.08381 internal_count=2500 2422 78 is_linear=0 shrinkage=0.000400217 Tree=8865 num_leaves=4 num_cat=0 split_feature=47 16 3 split_gain=1.25892 1.49491 1.37103 threshold=0.10783500000000001 0.16104500000000002 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4482139350246179e-07 0.00027743895751519975 -0.00020750932617513511 -7.4473935563256291e-05 leaf_weight=41.471495397044691 4.6616786209915508 6.3563071396365549 2.7586153685115278 leaf_count=1974 105 340 48 internal_value=0 -2.85575e-05 0.000147447 internal_weight=0 47.8278 7.42029 internal_count=2467 2314 153 is_linear=0 shrinkage=0.000400217 Tree=8866 num_leaves=3 num_cat=0 split_feature=376 0 split_gain=1.30645 1.34985 threshold=0.088470000000000007 -0.10566999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020981978573289318 0.016018768558389906 -0.0043857012171410687 leaf_weight=25.247149175489085 1.7607019370661863 28.218400631129725 leaf_count=441 48 2006 internal_value=0 -0.00132593 internal_weight=0 53.4655 internal_count=2495 2447 is_linear=0 shrinkage=0.0204111 Tree=8867 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=2.07853 2.59002 1.35534 threshold=1.0000000180025095e-35 -0.029219999999999999 0.085095000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8863186196470801e-06 0.0015651292135349716 -0.018324492853873425 0.014019773355705742 leaf_weight=9.4842300181978754 32.855608513742709 4.7450588641700042 3.9879281499015624 leaf_count=696 963 587 211 internal_value=0 -0.00620345 0.00295161 internal_weight=0 14.2293 36.8435 internal_count=2457 1283 1174 is_linear=0 shrinkage=0.0204111 Tree=8868 num_leaves=4 num_cat=0 split_feature=3 0 12 split_gain=1.8317 1.13539 0.487656 threshold=0.18307500000000002 0.39041500000000007 -0.051479999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4247204982485191e-06 6.1604858655898108e-05 0.0004329826889998332 0.00044262979855318044 leaf_weight=51.60802066158999 0.79852644704442388 0.83856890350580116 1.840795847989283 leaf_count=2374 52 5 67 internal_value=0 -4.59687e-07 0.000334549 internal_weight=0 52.4466 2.63932 internal_count=2498 2379 119 is_linear=0 shrinkage=0.000400217 Tree=8869 num_leaves=4 num_cat=0 split_feature=2 160 2 split_gain=1.27721 1.96655 1.19744 threshold=0.098240000000000008 -0.091944999999999985 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039714390111675514 0.00036561200987151113 -8.7538643894840544e-06 5.7449822106359163e-05 leaf_weight=2.1227207678596178 2.1384129608513858 31.93283006526849 20.495673606329092 leaf_count=266 60 1468 690 internal_value=0 -3.41848e-05 8.82206e-05 internal_weight=0 34.0556 22.6341 internal_count=2484 1734 750 is_linear=0 shrinkage=0.000400217 Tree=8870 num_leaves=4 num_cat=0 split_feature=49 457 149 split_gain=1.85443 2.11533 1.48607 threshold=-0.088014999999999996 -0.0046349999999999994 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017204849520928021 -0.013321686751099231 0.0026987354724188578 0.0057095562925337448 leaf_weight=4.0323035939290994 3.5994779091652154 45.949437551805772 1.5836963900510452 leaf_count=91 172 2145 46 internal_value=0 0.00150752 -0.0107578 internal_weight=0 49.5489 5.616 internal_count=2454 2317 137 is_linear=0 shrinkage=0.0204111 Tree=8871 num_leaves=4 num_cat=0 split_feature=2 2 1444 split_gain=1.21042 1.77185 1.40401 threshold=0.097940000000000013 0.10097500000000002 -0.084274999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018513270671326423 0.017859407857059882 0.0010240104621882646 -0.0037209367911468657 leaf_weight=1.1188815782952577 2.8661062451060415 20.89338604864929 31.776248521309071 leaf_count=28 67 672 1704 internal_value=0 0.00312911 -0.00290444 internal_weight=0 23.7595 32.8951 internal_count=2471 739 1732 is_linear=0 shrinkage=0.0204111 Tree=8872 num_leaves=3 num_cat=0 split_feature=1132 15 split_gain=1.07476 1.04749 threshold=-1.0000000180025095e-35 0.091545000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039987854411577565 1.8859177686232586e-05 -0.00019035647966986294 leaf_weight=0.96955630125012149 50.490035345299475 4.0353584360404957 leaf_count=20 2023 397 internal_value=0 3.01701e-06 internal_weight=0 54.5254 internal_count=2440 2420 is_linear=0 shrinkage=0.000400217 Tree=8873 num_leaves=4 num_cat=0 split_feature=483 13 15 split_gain=1.57248 1.04813 0.977677 threshold=0.080810000000000007 -0.5356749999999999 -0.47006499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014185518176473445 0.015221903686451866 0.0019920972364148868 -0.019407534309914851 leaf_weight=1.6127526586933516 0.31240379869905188 51.934625540317029 2.2147792844375536 leaf_count=20 41 2170 244 internal_value=0 0.00147627 -0.0146625 internal_weight=0 53.5474 2.52718 internal_count=2475 2190 285 is_linear=0 shrinkage=0.0204111 Tree=8874 num_leaves=4 num_cat=0 split_feature=3 124 13 split_gain=1.42391 1.26322 0.771543 threshold=0.18307500000000002 -0.043384999999999993 -0.43902499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021322135461856787 0.00044444076848741692 -2.4370317142523759e-05 3.3965530978395615e-05 leaf_weight=3.7567212222893422 1.6679412387711638 48.671927333810572 1.2813977938640153 leaf_count=183 59 2145 61 internal_value=0 -6.92782e-06 0.000273867 internal_weight=0 52.4286 2.94934 internal_count=2448 2328 120 is_linear=0 shrinkage=0.000400217 Tree=8875 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=1.27271 1.23905 threshold=0.25619500000000001 -0.24861499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013944042803534415 -0.023063303333922352 0.00047624512629296809 leaf_weight=2.5009232495604001 0.92666381883384374 49.609307291597133 leaf_count=276 137 2068 internal_value=0 -0.00024424 internal_weight=0 52.1102 internal_count=2481 2344 is_linear=0 shrinkage=0.0204111 Tree=8876 num_leaves=3 num_cat=0 split_feature=48 44 split_gain=1.25093 1.36198 threshold=0.12879500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3458535620391929e-05 -0.00022684624247632627 -0.00042956571467877951 leaf_weight=52.64043057596632 3.2568401959961184 0.92592535531730291 leaf_count=2366 71 32 internal_value=0 2.45756e-05 internal_weight=0 53.5664 internal_count=2469 2398 is_linear=0 shrinkage=0.000400217 Tree=8877 num_leaves=4 num_cat=0 split_feature=13 0 146 split_gain=1.67433 1.81783 1.70349 threshold=-0.10939499999999998 -0.14203999999999997 0.084720000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087197372049737636 -0.00062442831816187608 0.012473038216283221 -0.0273439350056424 leaf_weight=2.0549687878155964 42.532901606533756 7.8214722474704086 0.9060791831871019 leaf_count=60 2192 176 19 internal_value=0 0.00801519 -0.00125063 internal_weight=0 9.87644 43.439 internal_count=2447 236 2211 is_linear=0 shrinkage=0.0204111 Tree=8878 num_leaves=3 num_cat=0 split_feature=457 483 split_gain=1.10995 1.17661 threshold=-0.23069499999999998 0.080810000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016682073711618617 0.00018361966266722973 -0.014615750858573742 leaf_weight=1.5109344110824157 52.631437989592428 2.2254241888658717 leaf_count=25 2180 276 internal_value=0 -0.000445307 internal_weight=0 54.8569 internal_count=2481 2456 is_linear=0 shrinkage=0.0204111 Tree=8879 num_leaves=3 num_cat=0 split_feature=2 376 split_gain=1.79802 1.28357 threshold=-0.10197499999999998 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032925393547151335 -4.0978569362756703e-05 0.00020919941241628811 leaf_weight=2.3022963730109032 48.373377111432546 3.412788402505611 leaf_count=63 2244 112 internal_value=0 -2.40757e-05 internal_weight=0 51.7862 internal_count=2419 2356 is_linear=0 shrinkage=0.000400217 Tree=8880 num_leaves=4 num_cat=0 split_feature=3 47 47 split_gain=1.53383 2.06301 1.78762 threshold=-0.10373499999999998 0.081320000000000017 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2177739225270284e-05 1.9752504732151046e-05 -0.00018851943348484158 0.00037862118764174442 leaf_weight=11.37847158839031 29.473902541996722 10.152912166911845 3.1539658318943102 leaf_count=291 1830 311 34 internal_value=0 -3.39903e-05 0.000117532 internal_weight=0 39.6268 14.5324 internal_count=2466 2141 325 is_linear=0 shrinkage=0.000400217 Tree=8881 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=1.89283 1.21026 threshold=-0.43429999999999996 -0.097754999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029524835647273828 0.0055791552851555109 -0.00092159321302558985 leaf_weight=0.73449702799462002 17.751187367644889 35.853668072496703 leaf_count=10 382 2030 internal_value=0 0.00123826 internal_weight=0 53.6049 internal_count=2422 2412 is_linear=0 shrinkage=0.0204111 Tree=8882 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=1.14523 1.17191 0.594038 threshold=0.14198000000000002 0.084965000000000013 0.18307500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7528272136332094e-06 0.00011849242379087074 -0.00024165133821832873 0.00047596552685370879 leaf_weight=49.40662850044464 2.977224104795368 3.0744005943579387 0.93869556046411151 leaf_count=2228 188 66 6 internal_value=0 -6.39938e-06 0.000215032 internal_weight=0 52.481 3.91592 internal_count=2488 2294 194 is_linear=0 shrinkage=0.000400217 Tree=8883 num_leaves=4 num_cat=0 split_feature=12 132 41 split_gain=1.32079 1.95431 1.65691 threshold=0.090455000000000021 0.081465000000000024 0.079885000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003667715656913591 0.006384717631849746 0.012599017846707443 -0.014037381771006729 leaf_weight=33.914539785809438 16.994047130189305 3.273399762335429 1.7268792207032664 leaf_count=1451 891 146 28 internal_value=0 -0.00220234 0.00442866 internal_weight=0 37.1879 18.7209 internal_count=2516 1597 919 is_linear=0 shrinkage=0.0204111 Tree=8884 num_leaves=4 num_cat=0 split_feature=1375 52 1374 split_gain=2.06116 1.30348 0.441166 threshold=-1.0000000180025095e-35 -0.40306999999999998 -0.08070999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047207972700935601 -0.00032614872271431489 4.2097565618607026e-05 -0.00015643585534742452 leaf_weight=1.2813956320314903 1.4752942029281246 52.123645616036583 1.8036324614349712 leaf_count=37 250 2089 69 internal_value=0 3.13029e-05 -0.000299483 internal_weight=0 53.5989 3.08503 internal_count=2445 2339 106 is_linear=0 shrinkage=0.000400217 Tree=8885 num_leaves=3 num_cat=0 split_feature=1375 43 split_gain=1.85479 1.60759 threshold=-0.43429999999999996 0.06728000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028225882481130303 -0.0010703053647057206 0.0086197422778320782 leaf_weight=0.84469865398932498 45.514496969800803 8.3427901341365196 leaf_count=11 2188 284 internal_value=0 0.000445505 internal_weight=0 53.8573 internal_count=2483 2472 is_linear=0 shrinkage=0.0204111 Tree=8886 num_leaves=4 num_cat=0 split_feature=43 43 2 split_gain=1.67783 2.53828 0.62174 threshold=0.095890000000000017 0.084965000000000013 0.098240000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076232067871495829 0.0029090669248810208 -0.023175241446886614 0.018100466074912051 leaf_weight=49.363368003179176 1.8622735440374061 1.8050304916687299 2.9163761776112551 leaf_count=2234 142 22 94 internal_value=0 -0.000130865 0.0123824 internal_weight=0 51.1684 4.77865 internal_count=2492 2256 236 is_linear=0 shrinkage=0.0204111 Tree=8887 num_leaves=3 num_cat=0 split_feature=0 45 split_gain=1.41484 1.11465 threshold=0.17126500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019786356347834485 0.013783134085984481 -0.00025078831237290575 leaf_weight=1.0709892486374872 3.2854443560208884 51.91320366722266 leaf_count=18 30 2451 internal_value=0 0.000195101 internal_weight=0 52.9842 internal_count=2499 2469 is_linear=0 shrinkage=0.0204111 Tree=8888 num_leaves=4 num_cat=0 split_feature=3 16 149 split_gain=1.45907 2.15442 1.34695 threshold=0.14121000000000003 -0.061664999999999991 0.10096000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013069567233918711 0.021365170518276719 -0.0039576075506613439 -0.026437210869791519 leaf_weight=48.174554603259821 2.8044546560640811 2.6343734210895482 0.79383218831207969 leaf_count=2322 94 51 16 internal_value=0 0.00926731 -0.00177373 internal_weight=0 5.43883 48.9684 internal_count=2483 145 2338 is_linear=0 shrinkage=0.0204111 Tree=8889 num_leaves=4 num_cat=0 split_feature=49 3 148 split_gain=1.17327 2.79055 1.60504 threshold=-0.085074999999999998 0.082495000000000013 -0.08224999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034656173625799772 -0.017941833599066401 -0.023199072515689857 0.0025034722864361206 leaf_weight=4.0086999113918855 1.5455569342157094 2.6215021158350282 46.445008834628425 leaf_count=112 58 41 2252 internal_value=0 -0.00728746 0.00180479 internal_weight=0 6.6302 47.9906 internal_count=2463 153 2310 is_linear=0 shrinkage=0.0204111 Tree=8890 num_leaves=4 num_cat=0 split_feature=484 402 42 split_gain=1.89869 1.07928 0.852446 threshold=-0.0068949999999999992 0.086350000000000024 0.094935000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035041504583908884 4.8924491388503422e-05 -0.00026809485293126904 0.00015397684582268558 leaf_weight=2.8696196031528411 52.873200723498485 1.6676217477324815 0.58683940667333434 leaf_count=333 1839 243 62 internal_value=0 3.8702e-05 -0.000262635 internal_weight=0 54.5408 3.45646 internal_count=2477 2082 395 is_linear=0 shrinkage=0.000400217 Tree=8891 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=1.3921 1.15833 threshold=-0.097394999999999982 -0.22896499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039194105405519715 0.0003431414227163851 -4.1125648235445975e-06 leaf_weight=1.3315145422775447 1.4753110499077582 50.114862254094305 leaf_count=50 25 2363 internal_value=0 6.53938e-06 internal_weight=0 51.5902 internal_count=2438 2388 is_linear=0 shrinkage=0.000400217 Tree=8892 num_leaves=3 num_cat=0 split_feature=38 156 split_gain=1.24682 1.26427 threshold=1.0000000180025095e-35 0.087045000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021565356717247962 -0.015523080488950831 -0.0085809226834655875 leaf_weight=48.672407112605242 1.8233109271604906 4.9300585060452695 leaf_count=2100 52 303 internal_value=0 0.00115314 internal_weight=0 53.6025 internal_count=2455 2403 is_linear=0 shrinkage=0.0204111 Tree=8893 num_leaves=4 num_cat=0 split_feature=52 150 16 split_gain=1.29621 1.15382 0.201486 threshold=-0.40306999999999998 0.12820000000000001 0.23074000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.4708501509607515e-05 -9.0187381976803963e-06 0.00029226383004996313 -0.00038701085997077024 leaf_weight=0.20101276149580272 50.487301890821755 2.0094326535836435 1.5106349492907609 leaf_count=31 2157 37 231 internal_value=0 3.11103e-06 -0.000340111 internal_weight=0 52.4967 1.71165 internal_count=2456 2194 262 is_linear=0 shrinkage=0.000400217 Tree=8894 num_leaves=3 num_cat=0 split_feature=149 48 split_gain=1.28015 1.28892 threshold=0.10096000000000001 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.6748590144525079e-05 -0.00041266995565771095 -0.00021421538831162626 leaf_weight=51.197281774135718 0.94846273938310233 3.1117130084369355 leaf_count=2373 17 68 internal_value=0 3.13863e-05 internal_weight=0 54.309 internal_count=2458 2441 is_linear=0 shrinkage=0.000400217 Tree=8895 num_leaves=3 num_cat=0 split_feature=47 160 split_gain=1.38447 1.32021 threshold=0.13148500000000005 -0.082299999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0047724505664410938 -0.012617869517168546 0.0047991125156789148 leaf_weight=6.8239911811076572 2.1981549136462482 45.407555523054725 leaf_count=485 49 1930 internal_value=0 0.00354107 internal_weight=0 52.2315 internal_count=2464 2415 is_linear=0 shrinkage=0.0204111 Tree=8896 num_leaves=4 num_cat=0 split_feature=4 4 159 split_gain=1.26208 2.28582 1.77374 threshold=0.092520000000000005 0.2625650000000001 0.091625000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.0551810405789063e-05 -0.00031927565415633408 7.0743463136750234e-06 -0.00025332181149923942 leaf_weight=39.137054282259442 4.873081158651984 11.059921327256232 3.0024422775923076 leaf_count=1832 126 323 204 internal_value=0 -9.42707e-05 3.75762e-05 internal_weight=0 15.933 42.1395 internal_count=2485 449 2036 is_linear=0 shrinkage=0.000400217 Tree=8897 num_leaves=4 num_cat=0 split_feature=43 3 457 split_gain=1.65639 2.28114 1.77447 threshold=0.084965000000000013 -0.14939499999999997 0.069910000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.4124216569775963e-05 -0.00068425817022205366 -6.1829542590545512e-05 0.0001863032479810053 leaf_weight=41.846215936104045 1.1623672697003256 3.7311982365399663 8.4000102593336106 leaf_count=2047 21 238 204 internal_value=0 -0.000221674 1.97224e-05 internal_weight=0 4.89357 50.2462 internal_count=2510 259 2251 is_linear=0 shrinkage=0.000400217 Tree=8898 num_leaves=4 num_cat=0 split_feature=4 403 124 split_gain=1.80481 1.33409 0.610268 threshold=-0.49367499999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.911182978710592e-06 -0.00022083499181479023 4.2658599192215861e-05 -0.00044680173043931047 leaf_weight=0.72512963367626104 3.1728271901042708 49.001907557545564 1.6746600798069256 leaf_count=13 575 1754 110 internal_value=0 2.61966e-05 -0.000321116 internal_weight=0 52.1747 2.39979 internal_count=2452 2329 123 is_linear=0 shrinkage=0.000400217 Tree=8899 num_leaves=4 num_cat=0 split_feature=401 42 2 split_gain=1.0763 1.07637 0.166272 threshold=0.087110000000000007 -0.40186499999999997 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021463155689207515 -0.020167612895875812 0.0018831786164573039 -0.0012487659916353333 leaf_weight=0.72369793390043824 1.0048968745804803 55.147181117105902 0.25276566480897589 leaf_count=9 172 2245 36 internal_value=0 0.00153845 -0.0167782 internal_weight=0 55.8709 1.25766 internal_count=2462 2254 208 is_linear=0 shrinkage=0.0204111 Tree=8900 num_leaves=4 num_cat=0 split_feature=41 38 1 split_gain=1.4965 1.03515 0.434662 threshold=0.07831500000000001 1.0000000180025095e-35 0.10776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020860362061366489 -0.017961840934295422 -0.012012031970808948 -0.0024229018270894645 leaf_weight=51.12130399458124 2.0658370545024805 2.1551296119378085 1.2038006607908753 leaf_count=2318 83 43 29 internal_value=0 0.00149175 -0.0125104 internal_weight=0 53.2764 3.26964 internal_count=2473 2361 112 is_linear=0 shrinkage=0.0204111 Tree=8901 num_leaves=4 num_cat=0 split_feature=43 42 4 split_gain=1.68976 1.59406 1.13922 threshold=0.06728000000000002 0.098225000000000021 -0.080874999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019251255757359845 0.016286867181132147 0.010933866716034156 0.00062846222433194656 leaf_weight=42.55050437396676 4.3523598418430538 4.3221116008826348 3.4340516212603225 leaf_count=1918 54 252 214 internal_value=0 -0.000716171 0.00948783 internal_weight=0 46.8726 7.78641 internal_count=2438 2170 268 is_linear=0 shrinkage=0.0204111 Tree=8902 num_leaves=4 num_cat=0 split_feature=12 3 12 split_gain=1.49209 1.31707 0.210526 threshold=0.12477500000000001 0.18307500000000002 0.14359000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005901620983369552 -0.024979631343202222 0.015840226215360072 -0.0086783643917239216 leaf_weight=50.63947343183554 0.81354276157980965 2.3633449457656743 0.79603617872999166 leaf_count=2274 28 109 52 internal_value=0 0.00130211 -0.0180064 internal_weight=0 53.0028 1.60958 internal_count=2463 2383 80 is_linear=0 shrinkage=0.0204111 Tree=8903 num_leaves=3 num_cat=0 split_feature=39 128 split_gain=1.20826 1.26396 threshold=-1.0000000180025095e-35 0.089290000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032424599867586658 3.9204500571310279e-05 -0.0003828488598519161 leaf_weight=1.4729098736170261 53.327687353590363 1.0498899013318794 leaf_count=47 2290 149 internal_value=0 3.02858e-05 internal_weight=0 54.3776 internal_count=2486 2439 is_linear=0 shrinkage=0.000400217 Tree=8904 num_leaves=4 num_cat=0 split_feature=3 31 12 split_gain=1.30345 1.10314 0.364759 threshold=0.18307500000000002 -1.0000000180025095e-35 0.023990000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039028509535953481 0.00014121068252999198 -1.9780826566144655e-05 0.0004510719614913311 leaf_weight=0.96057420839133456 1.7292436849565995 51.923289348748995 0.98812323011225078 leaf_count=67 91 2302 13 internal_value=0 -1.15236e-05 0.000267278 internal_weight=0 52.8839 2.71737 internal_count=2473 2369 104 is_linear=0 shrinkage=0.000400217 Tree=8905 num_leaves=4 num_cat=0 split_feature=484 156 16 split_gain=1.47098 1.67161 1.45782 threshold=-0.0068949999999999992 0.091255000000000017 -0.063814999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.0482607800678648e-05 6.1730337623257619e-05 -0.00024778366302858853 -0.00042963118148476833 leaf_weight=1.3880803648653457 49.254387530724443 2.853242222398193 2.0348609653465237 leaf_count=129 1871 205 276 internal_value=0 4.42874e-05 -0.000222528 internal_weight=0 52.1076 3.42294 internal_count=2481 2076 405 is_linear=0 shrinkage=0.000400217 Tree=8906 num_leaves=4 num_cat=0 split_feature=130 151 0 split_gain=1.73109 1.0597 0.135789 threshold=1.0000000180025095e-35 -0.28286499999999998 -0.12948499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015634644155297736 4.2849340545216818e-05 0.0025617170758254807 -0.022011153184604674 leaf_weight=1.2571289085371962 0.12662626481142059 53.275457271578261 1.2581832036744334 leaf_count=47 17 2067 319 internal_value=0 0.00211106 -0.0201422 internal_weight=0 54.5326 1.38481 internal_count=2450 2114 336 is_linear=0 shrinkage=0.0204111 Tree=8907 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=1.25292 1.33076 threshold=-0.28286499999999998 -0.086944999999999981 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038064164243981671 0.0001879146379876516 -2.4728864044710778e-05 leaf_weight=1.344138054380436 5.0993087581182399 49.292665348793435 leaf_count=59 152 2253 internal_value=0 -4.44822e-06 internal_weight=0 54.392 internal_count=2464 2405 is_linear=0 shrinkage=0.000400217 Tree=8908 num_leaves=4 num_cat=0 split_feature=403 51 151 split_gain=1.45311 1.31084 0.63607 threshold=-1.0000000180025095e-35 0.10174000000000001 -0.086379999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002761746839411379 1.6874953442765106e-05 0.00020320301461064017 -0.00027695059312694788 leaf_weight=0.28146062562882468 45.135404217970063 6.8762118142576574 3.1244760504112028 leaf_count=9 1669 201 597 internal_value=0 4.18921e-05 -0.000223906 internal_weight=0 52.0116 3.40594 internal_count=2476 1870 606 is_linear=0 shrinkage=0.000400217 Tree=8909 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.10323 1.23524 threshold=-0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00025465823299277102 0.00039958765161835825 1.64014242307741e-05 leaf_weight=2.2246721045521545 1.2713664910988871 52.668317965427377 leaf_count=44 13 2437 internal_value=0 2.62422e-05 internal_weight=0 53.9397 internal_count=2494 2450 is_linear=0 shrinkage=0.000400217 Tree=8910 num_leaves=3 num_cat=0 split_feature=1456 1375 split_gain=1.25681 1.12608 threshold=-1.0000000180025095e-35 -0.53764999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019775039642049807 0.021786465249093556 -0.00039867964611406647 leaf_weight=1.2610311140865622 0.85877017484744911 52.608811752038491 leaf_count=243 5 2262 internal_value=0 2.43086e-06 internal_weight=0 53.4676 internal_count=2510 2267 is_linear=0 shrinkage=0.0204111 Tree=8911 num_leaves=4 num_cat=0 split_feature=1 48 16 split_gain=1.50011 2.07189 0.361447 threshold=0.13662500000000002 0.12879500000000002 -0.040114999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043304721391131617 0.021251735675308133 -0.017790264042281477 0.0051232702158091614 leaf_weight=49.21865062939321 1.5130338122189644 2.6319338871362552 1.0397012270150288 leaf_count=2278 97 57 41 internal_value=0 -0.000528308 0.0151741 internal_weight=0 51.8506 2.55274 internal_count=2473 2335 138 is_linear=0 shrinkage=0.0204111 Tree=8912 num_leaves=4 num_cat=0 split_feature=0 13 0 split_gain=1.21158 2.8242 1.62968 threshold=-0.018054999999999998 -0.14468499999999998 -0.09583499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3621176281823227e-05 -0.00025984839878691481 0.00020371170305517929 -0.00013058044599106159 leaf_weight=29.436098550371295 2.4962316468281633 10.992901310159139 14.291195759639097 leaf_count=593 36 249 1600 internal_value=0 0.000116495 -2.02405e-05 internal_weight=0 13.4891 43.7273 internal_count=2478 285 2193 is_linear=0 shrinkage=0.000400217 Tree=8913 num_leaves=3 num_cat=0 split_feature=151 456 split_gain=0.975073 0.976495 threshold=-0.28286499999999998 0.087485000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016678454384122084 0.0013853830868823854 -0.011858987745210147 leaf_weight=1.2512692233403857 52.102878904985346 2.3154865911819789 leaf_count=50 2264 119 internal_value=0 0.000798646 internal_weight=0 54.4184 internal_count=2433 2383 is_linear=0 shrinkage=0.0204111 Tree=8914 num_leaves=3 num_cat=0 split_feature=0 3 split_gain=1.23858 1.81753 threshold=0.15425000000000003 -0.097754999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0077603910475724002 -0.010784095117406252 -0.00096247865598353692 leaf_weight=13.423894073503332 3.6522343524047747 37.50876076573195 leaf_count=343 46 2066 internal_value=0 0.00134851 internal_weight=0 50.9327 internal_count=2455 2409 is_linear=0 shrinkage=0.0204111 Tree=8915 num_leaves=4 num_cat=0 split_feature=42 12 46 split_gain=1.10994 1.2505 1.20991 threshold=-1.0000000180025095e-35 0.040165000000000006 0.084955000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001262605389107146 0.0011900175175969634 -0.019476120055256514 -0.019784538102724136 leaf_weight=4.1615410736558252 46.992115137929432 2.4269877623013372 1.0625001290463831 leaf_count=104 1730 589 33 internal_value=0 -0.00818518 0.000681352 internal_weight=0 6.58853 48.0546 internal_count=2456 693 1763 is_linear=0 shrinkage=0.0204111 Tree=8916 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=2.39719 2.60693 2.09456 threshold=0.10098000000000001 0.18307500000000002 0.089990000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0072754590442923759 0.0083015872876188741 0.022949679022862404 -0.0042312866120995151 leaf_weight=27.735751394882303 12.699373614394064 1.134697314351796 9.7154777986925165 leaf_count=1832 425 5 191 internal_value=0 -0.00600345 0.00287532 internal_weight=0 28.8704 22.4149 internal_count=2453 1837 616 is_linear=0 shrinkage=0.0204111 Tree=8917 num_leaves=4 num_cat=0 split_feature=43 43 12 split_gain=1.1379 1.81054 0.594868 threshold=0.095890000000000017 0.084965000000000013 0.098735000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3214838004634073e-06 0.00025476048774094971 -0.00043520266675920924 -9.4003151860584642e-05 leaf_weight=47.300660006407497 3.9621820474994811 1.4530600851867337 0.90767066156104181 leaf_count=2180 148 20 84 internal_value=0 -1.16858e-05 0.000189104 internal_weight=0 48.7537 4.86985 internal_count=2432 2200 232 is_linear=0 shrinkage=0.000400217 Tree=8918 num_leaves=4 num_cat=0 split_feature=15 2 15 split_gain=1.52898 3.06221 1.98238 threshold=-0.095804999999999987 0.099800000000000014 -0.095034999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017308974624158195 0.018974875977044864 0.0020417944908825009 -1.0268722128849557e-06 leaf_weight=6.1127843807585105 2.3392379319702732 7.4803393574766233 35.668206149771891 leaf_count=270 21 236 1936 internal_value=0 -0.0067305 0.00121918 internal_weight=0 13.5931 38.0074 internal_count=2463 506 1957 is_linear=0 shrinkage=0.0204111 Tree=8919 num_leaves=3 num_cat=0 split_feature=1375 151 split_gain=1.30446 1.15962 threshold=-0.43150999999999995 -0.52082499999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042604450896073032 -0.00039479151056212342 4.5850196734063383e-05 leaf_weight=0.8779101482441537 0.86348755961080215 51.710657926843851 leaf_count=12 41 2422 internal_value=0 3.77894e-05 internal_weight=0 52.5741 internal_count=2475 2463 is_linear=0 shrinkage=0.000400217 Tree=8920 num_leaves=4 num_cat=0 split_feature=43 49 0 split_gain=1.28733 1.80591 1.48766 threshold=-0.063379999999999978 -0.083094999999999988 -0.061889999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.1867895231648316e-06 -0.00027692464697138549 -4.6913810926542255e-06 0.00021396139623401178 leaf_weight=12.816124790663482 4.3567443049832937 30.867307455386481 8.4901992319792026 leaf_count=934 74 1297 178 internal_value=0 -3.91338e-05 8.52164e-05 internal_weight=0 35.2241 21.3063 internal_count=2483 1371 1112 is_linear=0 shrinkage=0.000400217 Tree=8921 num_leaves=4 num_cat=0 split_feature=16 49 474 split_gain=2.37932 1.56056 1.20448 threshold=0.26746000000000009 0.11645000000000001 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9135584052356041e-05 -0.00041205710451111218 0.0002112161578445793 0.00017868503345318999 leaf_weight=44.002619456582124 3.5401978445534033 0.70805901184758102 5.4383604986887795 leaf_count=1942 230 57 230 internal_value=0 -0.00030542 2.97868e-06 internal_weight=0 4.24826 49.441 internal_count=2459 287 2172 is_linear=0 shrinkage=0.000400217 Tree=8922 num_leaves=4 num_cat=0 split_feature=3 0 49 split_gain=1.28664 1.35138 1.14895 threshold=-0.12077499999999998 -0.12118 0.0037600000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011322413122463631 0.0014474732604535434 -0.0059539238694815326 0.014602970849939381 leaf_weight=9.9810453130812657 19.049416228489459 22.115769517059906 3.4841852656259098 leaf_count=237 302 1873 39 internal_value=0 -0.00253425 0.00470953 internal_weight=0 41.1652 13.4652 internal_count=2451 2175 276 is_linear=0 shrinkage=0.0204111 Tree=8923 num_leaves=4 num_cat=0 split_feature=3 133 42 split_gain=1.50953 1.53187 1.35521 threshold=-0.12077499999999998 0.083810000000000009 0.077855000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01119823399266901 -0.0037237607503328007 0.0064423865455926392 -0.0022159698240115039 leaf_weight=7.9764673170145652 34.484884820244815 7.4105904941579857 5.0740130470512668 leaf_count=173 1396 770 99 internal_value=0 -0.00191317 0.00600832 internal_weight=0 41.8955 13.0505 internal_count=2438 2166 272 is_linear=0 shrinkage=0.0204111 Tree=8924 num_leaves=3 num_cat=0 split_feature=0 484 split_gain=2.1608 1.0645 threshold=0.21217000000000003 -0.082244999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002920486107789033 -0.00047890545976133763 6.699514939481285e-06 leaf_weight=1.8703203521754392 1.4681206954701327 52.595220393738032 leaf_count=226 17 2214 internal_value=0 -4.13745e-06 internal_weight=0 54.4655 internal_count=2457 2440 is_linear=0 shrinkage=0.000400217 Tree=8925 num_leaves=4 num_cat=0 split_feature=52 43 16 split_gain=1.54757 2.28177 1.0849 threshold=-0.047889999999999995 -0.25364999999999993 -0.096249999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017642771443631248 -0.024487686352477289 -0.0021136905739225199 0.0048384550134460327 leaf_weight=0.83098217159386223 1.9046731717999126 33.206633090126161 18.482427697376579 leaf_count=31 84 1612 720 internal_value=0 -0.00340139 0.00377506 internal_weight=0 35.1113 19.3134 internal_count=2447 1696 751 is_linear=0 shrinkage=0.0204111 Tree=8926 num_leaves=4 num_cat=0 split_feature=1 48 16 split_gain=1.52408 2.22683 1.68805 threshold=0.10423500000000001 0.093265000000000015 -0.44822499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0052381363994544574 -0.0051989483944470671 0.01008599553961597 0.0079394498789064696 leaf_weight=29.052122852155549 5.7230007767830129 4.4640752573329783 13.503520428303089 leaf_count=1755 148 166 399 internal_value=0 -0.0031703 0.00402119 internal_weight=0 33.5162 19.2265 internal_count=2468 1921 547 is_linear=0 shrinkage=0.0204111 Tree=8927 num_leaves=4 num_cat=0 split_feature=1213 47 16 split_gain=1.33531 1.10147 0.460712 threshold=-1.0000000180025095e-35 0.11069000000000002 -0.52595999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012436030089169508 -0.00052301754542694967 0.0086818422270948329 -0.017908096002364499 leaf_weight=0.15250717103481326 46.776963476926994 6.01165487646358 2.0478800130867958 leaf_count=1 2023 124 387 internal_value=0 0.000541404 -0.0153046 internal_weight=0 52.7886 2.20039 internal_count=2535 2147 388 is_linear=0 shrinkage=0.0204111 Tree=8928 num_leaves=4 num_cat=0 split_feature=11 1374 11 split_gain=1.27569 1.42931 0.374147 threshold=0.088215000000000002 0.093235000000000012 0.096500000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002493898142114378 -0.020454769945008795 -0.020274734173698655 -0.0047873744180728563 leaf_weight=53.24017470200863 1.1614454726052366 1.0628527450899117 1.4495658527130215 leaf_count=2399 43 32 47 internal_value=0 0.00200745 -0.0123112 internal_weight=0 54.303 2.61101 internal_count=2521 2431 90 is_linear=0 shrinkage=0.0204111 Tree=8929 num_leaves=3 num_cat=0 split_feature=1452 131 split_gain=1.32682 1.33883 threshold=1.0000000180025095e-35 0.092225000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020984769137978349 -0.022048360274517315 -0.011984053758591904 leaf_weight=52.917477941042989 0.91608771035680447 2.8592327743017441 leaf_count=2102 128 257 internal_value=0 0.00135401 internal_weight=0 55.7767 internal_count=2487 2359 is_linear=0 shrinkage=0.0204111 Tree=8930 num_leaves=4 num_cat=0 split_feature=457 12 1213 split_gain=1.69642 2.2424 1.4092 threshold=-0.0046349999999999994 -0.083114999999999981 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035461950423692302 -0.00027880685100794422 -0.00034320754075796943 4.1558189406193221e-05 leaf_weight=0.80494483571965236 2.1922736576170783 3.9617584949264701 48.543068420536429 leaf_count=12 393 196 1891 internal_value=0 -0.000219933 2.71318e-05 internal_weight=0 4.7667 50.7353 internal_count=2492 208 2284 is_linear=0 shrinkage=0.000400217 Tree=8931 num_leaves=4 num_cat=0 split_feature=52 1375 15 split_gain=1.77092 1.70716 0.269619 threshold=-0.24861499999999997 -0.43429999999999996 -0.083684999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00079171471261525826 -0.027939779806883721 -0.00063525491918164814 -0.020672610137106862 leaf_weight=0.33378140048535021 0.86148215881985279 48.106430326122336 2.232494918844167 leaf_count=37 12 2168 246 internal_value=0 -0.00117826 -0.018228 internal_weight=0 48.9679 2.56628 internal_count=2463 2180 283 is_linear=0 shrinkage=0.0204111 Tree=8932 num_leaves=4 num_cat=0 split_feature=3 3 133 split_gain=1.18178 1.99204 1.24105 threshold=-0.097754999999999995 -0.075774999999999981 -0.031389999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015840858255819025 -0.012098011807669161 0.00053567137010387402 0.0021739340541504985 leaf_weight=3.3600615697066614 6.0814900013228899 32.351760772111334 13.899174713585124 leaf_count=60 1140 915 311 internal_value=0 -0.00149276 0.00491959 internal_weight=0 38.4333 17.2592 internal_count=2426 2055 371 is_linear=0 shrinkage=0.0204111 Tree=8933 num_leaves=4 num_cat=0 split_feature=15 1 130 split_gain=1.63977 1.54725 1.41318 threshold=0.091545000000000015 0.11174500000000002 -0.085699999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039941891935042041 -0.00044088218304148895 7.7533524708912609e-05 3.6488931451084205e-05 leaf_weight=1.1082383137800196 2.2973090736704758 1.446350354759488 50.804104258860207 leaf_count=61 375 28 1989 internal_value=0 -0.000244159 2.63434e-05 internal_weight=0 3.74366 51.9123 internal_count=2453 403 2050 is_linear=0 shrinkage=0.000400217 Tree=8934 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=1.41499 2.30428 2.26051 threshold=-0.10674499999999999 0.12879500000000002 -0.074434999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012493040692190149 -0.00021122661599548218 -0.00028663962811898065 2.8745468542672275e-05 leaf_weight=22.681115554695683 8.8514939545787019 2.3031915510350691 20.988859273738854 leaf_count=403 1288 29 733 internal_value=0 8.588e-05 -4.29606e-05 internal_weight=0 24.9843 29.8404 internal_count=2453 432 2021 is_linear=0 shrinkage=0.000400217 Tree=8935 num_leaves=3 num_cat=0 split_feature=1373 150 split_gain=1.19491 1.32293 threshold=0.099250000000000019 0.085075000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00082279749117275969 -0.022202777902104075 0.0074304380113669934 leaf_weight=44.180299649158428 0.85521747483289701 9.7890712426119517 leaf_count=2145 19 282 internal_value=0 0.000686475 internal_weight=0 53.9694 internal_count=2446 2427 is_linear=0 shrinkage=0.0204111 Tree=8936 num_leaves=3 num_cat=0 split_feature=151 401 split_gain=1.1889 1.04914 threshold=0.12955000000000003 0.087110000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014731255516470822 -0.018890006299548449 -0.0170211581418763 leaf_weight=53.802713783686386 1.1644161088479439 1.1973130327569368 leaf_count=2258 34 203 internal_value=0 0.00103675 internal_weight=0 55 internal_count=2495 2461 is_linear=0 shrinkage=0.0204111 Tree=8937 num_leaves=4 num_cat=0 split_feature=457 12 1456 split_gain=1.35101 1.38382 1.18324 threshold=-0.0046349999999999994 -0.083114999999999981 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002607181815767654 6.1144417782027638e-05 -0.00026884596438271526 -0.00030580931523763568 leaf_weight=0.88636879855766881 49.863879655741357 3.9508491364631473 1.3385754458654435 leaf_count=13 2134 175 171 internal_value=0 -0.000168106 5.09049e-05 internal_weight=0 4.83722 51.2025 internal_count=2493 188 2305 is_linear=0 shrinkage=0.000400217 Tree=8938 num_leaves=3 num_cat=0 split_feature=14 131 split_gain=1.28916 1.03385 threshold=0.076175000000000007 0.10340500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.049613350137499e-05 -0.00036007214223194537 0.00029329741141056738 leaf_weight=51.969376522089533 1.3422825312229623 2.0450283083246168 leaf_count=2260 80 156 internal_value=0 2.17878e-05 internal_weight=0 54.0144 internal_count=2496 2416 is_linear=0 shrinkage=0.000400217 Tree=8939 num_leaves=4 num_cat=0 split_feature=0 2 0 split_gain=1.41421 3.38761 2.12615 threshold=-0.10566999999999999 0.11218000000000002 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0090408223469603324 -0.011010818361922952 -0.0072444245300222164 0.0010891636054100916 leaf_weight=18.062688400924802 8.2220608122846688 7.4282546795220687 22.014392610437426 leaf_count=314 1236 144 804 internal_value=0 0.00428425 -0.00222961 internal_weight=0 25.4909 30.2365 internal_count=2498 458 2040 is_linear=0 shrinkage=0.0204111 Tree=8940 num_leaves=4 num_cat=0 split_feature=12 483 2 split_gain=1.43309 1.22615 0.981174 threshold=-0.070844999999999977 0.096460000000000018 0.094970000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00096722893439586438 0.00020645432692613106 -0.020439967957762286 0.017678399939400409 leaf_weight=1.8098577820110211 47.303329492958142 1.1174879077752837 3.1861026348142332 leaf_count=124 2063 132 141 internal_value=0 -0.000316094 0.0110506 internal_weight=0 48.4208 4.99596 internal_count=2460 2195 265 is_linear=0 shrinkage=0.0204111 Tree=8941 num_leaves=4 num_cat=0 split_feature=43 16 15 split_gain=1.10798 1.72942 1.19302 threshold=0.06728000000000002 0.26746000000000009 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3161267700485377e-06 -0.00017694621621542375 -0.00029416625654393161 0.00021341979262723881 leaf_weight=41.153799102186895 1.4388897009212085 3.1555816194741046 6.8740148286487948 leaf_count=1894 129 242 144 internal_value=0 -1.39129e-05 0.000144397 internal_weight=0 44.3094 8.3129 internal_count=2409 2136 273 is_linear=0 shrinkage=0.000400217 Tree=8942 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=1.13536 2.25116 1.78971 threshold=-0.23025999999999999 0.086095000000000019 -0.14920999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019004138010207408 -0.01075199060472706 -0.0017403325405730271 0.00093535538660543421 leaf_weight=3.7663130407308909 6.1795838009243189 4.9364177889656276 41.138399503856817 leaf_count=49 134 40 2270 internal_value=0 0.00736469 -0.000612755 internal_weight=0 8.70273 47.318 internal_count=2493 89 2404 is_linear=0 shrinkage=0.0204111 Tree=8943 num_leaves=4 num_cat=0 split_feature=484 157 40 split_gain=2.01525 1.26288 0.940488 threshold=-1.0000000180025095e-35 -0.084489999999999996 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015893982894780344 -0.00026423420321206406 5.328111233064999e-05 -0.00036529993544040913 leaf_weight=0.60595708954497274 1.9786241703527583 50.900311507306469 2.8295949611865572 leaf_count=15 142 1961 406 internal_value=0 4.08671e-05 -0.000270737 internal_weight=0 52.8789 3.43555 internal_count=2524 2103 421 is_linear=0 shrinkage=0.000400217 Tree=8944 num_leaves=4 num_cat=0 split_feature=3 47 1 split_gain=1.34632 2.11514 1.59591 threshold=-0.10628499999999998 0.085270000000000026 0.10114000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004915960038071361 -0.0069217105093306837 0.020353988226902209 0.0013966348283911123 leaf_weight=11.492691838117251 20.172144961509048 2.6622374868238685 18.197498810808611 leaf_count=291 1626 27 505 internal_value=0 0.00435771 -0.002984 internal_weight=0 14.1549 38.3696 internal_count=2449 318 2131 is_linear=0 shrinkage=0.0204111 Tree=8945 num_leaves=3 num_cat=0 split_feature=15 15 split_gain=1.19399 1.35196 threshold=-0.4680149999999999 -0.095584999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034752535402011195 -0.00014209770098312803 7.9530811535998415e-06 leaf_weight=1.2719592275388993 12.670654651470384 38.804568165257024 leaf_count=98 399 1969 internal_value=0 -2.92103e-05 internal_weight=0 51.4752 internal_count=2466 2368 is_linear=0 shrinkage=0.000400217 Tree=8946 num_leaves=4 num_cat=0 split_feature=3 47 47 split_gain=1.31378 1.79827 1.72717 threshold=-0.10628499999999998 0.085270000000000026 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0496140818803523e-05 2.8178071017518879e-05 0.0003839231965344287 -0.00017036417855678158 leaf_weight=12.25522577764559 32.26811001414535 3.1892289109746335 8.8492178599135496 leaf_count=295 1915 32 240 internal_value=0 0.000121615 -1.48986e-05 internal_weight=0 15.4445 41.1173 internal_count=2482 327 2155 is_linear=0 shrinkage=0.000400217 Tree=8947 num_leaves=4 num_cat=0 split_feature=42 39 43 split_gain=1.50047 1.8961 1.72438 threshold=0.084050000000000014 0.085095000000000018 0.0036400000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5105714412849434e-05 -0.0001645100966864892 0.00027021819706896176 0.00023197382034632999 leaf_weight=32.598858559275186 11.0625696106988 1.7734050899853162 7.0560751297953166 leaf_count=1151 962 115 225 internal_value=0 -0.000102631 5.4239e-05 internal_weight=0 12.836 39.6549 internal_count=2453 1077 1376 is_linear=0 shrinkage=0.000400217 Tree=8948 num_leaves=4 num_cat=0 split_feature=43 11 43 split_gain=1.28637 1.98448 1.61153 threshold=-0.068859999999999991 0.081005000000000008 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011452139114330805 -0.00033090021877646246 -0.00032314914401141993 -2.0794280315371468e-05 leaf_weight=19.55074728719342 2.811791691706957 1.7045606580022639 33.014688537426082 leaf_count=1028 524 42 897 internal_value=0 7.79132e-05 -4.60876e-05 internal_weight=0 21.2553 35.8265 internal_count=2491 1070 1421 is_linear=0 shrinkage=0.000400217 Tree=8949 num_leaves=4 num_cat=0 split_feature=43 51 52 split_gain=1.71932 1.39442 0.982405 threshold=-0.15786499999999998 -0.088439999999999977 0.11110500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032191421457199907 0.0060952663036202065 -0.0043795187315055877 0.0199002956876651 leaf_weight=6.2976219830316023 6.0345262894898033 38.556558465292937 1.8317230516768175 leaf_count=152 311 1949 31 internal_value=0 -0.00295025 0.00719708 internal_weight=0 44.5911 8.12935 internal_count=2443 2260 183 is_linear=0 shrinkage=0.0204111 Tree=8950 num_leaves=3 num_cat=0 split_feature=1210 3 split_gain=0.989178 1.20509 threshold=-0.08107499999999998 -0.084024999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020436141874860914 0.0058704730731571246 -0.00043661455825300615 leaf_weight=0.73536098845670395 19.404080322552545 35.683680948200504 leaf_count=110 841 1525 internal_value=0 0.00179239 internal_weight=0 55.0878 internal_count=2476 2366 is_linear=0 shrinkage=0.0204111 Tree=8951 num_leaves=4 num_cat=0 split_feature=13 13 157 split_gain=1.19482 2.34826 1.43829 threshold=-0.084024999999999975 -0.084169999999999981 -0.08107499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4077969949591278e-05 0.00017274306624898167 0.00059282253765538008 -5.8611953862822792e-05 leaf_weight=15.000024623086576 4.8452031118446248 1.3101728731780884 32.654455847126428 leaf_count=720 161 11 1595 internal_value=0 0.000101101 -2.82941e-05 internal_weight=0 16.3102 37.4997 internal_count=2487 731 1756 is_linear=0 shrinkage=0.000400217 Tree=8952 num_leaves=4 num_cat=0 split_feature=133 44 376 split_gain=1.35071 1.30242 1.04478 threshold=0.099280000000000021 1.0000000180025095e-35 0.09475500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.107719916380322e-05 -0.0003767855974363321 -0.00033375504398635539 0.00025768509371655899 leaf_weight=50.912318188529298 2.1021142951881298 1.4181133798556391 0.42812168807722617 leaf_count=2029 352 49 14 internal_value=0 3.02286e-05 -0.000263061 internal_weight=0 52.3304 2.53024 internal_count=2444 2078 366 is_linear=0 shrinkage=0.000400217 Tree=8953 num_leaves=4 num_cat=0 split_feature=484 133 52 split_gain=1.32269 1.34921 0.0722429 threshold=0.097950000000000023 -0.26719999999999994 -0.068879999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004400790118524162 -0.00052038870656346983 4.5150771559291527e-05 -0.00019943986017617114 leaf_weight=0.82254731042667018 0.52931277257448528 53.520861433178197 0.39909393775178514 leaf_count=142 33 2197 86 internal_value=0 3.69165e-05 -0.000418735 internal_weight=0 54.3434 0.928407 internal_count=2458 2339 119 is_linear=0 shrinkage=0.000400217 Tree=8954 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.48478 2.15294 2.10678 threshold=-0.10674499999999999 -0.075969999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0069689654269515008 -0.01061557371386905 0.0016516694425349995 -0.013277224141263066 leaf_weight=22.035654947930201 8.1560758800651474 21.27275216164071 2.2668755561046501 leaf_count=407 1237 780 33 internal_value=0 -0.0017755 0.00502822 internal_weight=0 29.4288 24.3025 internal_count=2457 2017 440 is_linear=0 shrinkage=0.0204111 Tree=8955 num_leaves=4 num_cat=0 split_feature=3 1456 3 split_gain=1.34927 1.12111 0.657193 threshold=-0.23353999999999997 -1.0000000180025095e-35 -0.53670499999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.5138980093704706e-05 -0.00037776320070868365 2.3058768581895639e-05 -0.00043924864952289905 leaf_weight=0.93225482272100668 1.0311846860918183 50.44076033795568 1.4984134002006602 leaf_count=17 225 2144 79 internal_value=0 1.42262e-05 -0.000284416 internal_weight=0 51.4719 2.43067 internal_count=2465 2369 96 is_linear=0 shrinkage=0.000400217 Tree=8956 num_leaves=4 num_cat=0 split_feature=457 0 49 split_gain=1.47697 1.74036 1.63671 threshold=0.080930000000000016 -0.075434999999999988 -0.083094999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3783277540653742e-05 -0.00017299552552658249 6.8723187282077852e-05 0.00025534498338129487 leaf_weight=25.531473448989914 1.7180988497857468 22.393855189407986 6.7727810083069908 leaf_count=1561 57 730 144 internal_value=0 -1.25282e-05 0.000167548 internal_weight=0 47.9253 8.49088 internal_count=2492 2291 201 is_linear=0 shrinkage=0.000400217 Tree=8957 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=1.56134 1.63451 1.2242 threshold=0.097940000000000013 -0.23211999999999997 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018782920175728718 0.014886482649794527 -0.0060046182702871613 0.00041865842059523597 leaf_weight=1.0485063714731975 2.6418583034274006 26.998147494969999 21.21307693545748 leaf_count=24 70 1699 706 internal_value=0 -0.00500695 0.00208298 internal_weight=0 28.0467 23.8549 internal_count=2499 1723 776 is_linear=0 shrinkage=0.0204111 Tree=8958 num_leaves=4 num_cat=0 split_feature=42 457 49 split_gain=2.17396 1.72129 0.35055 threshold=-0.098504999999999981 0.3138450000000001 -0.015974999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028265554644626191 0.00049644939851301744 0.017632445283470716 -0.022944956455714361 leaf_weight=0.49228791499626856 46.899722689534542 2.4647818442899725 1.7181106904413344 leaf_count=16 2252 26 155 internal_value=0 0.00139002 -0.0188166 internal_weight=0 49.3645 2.2104 internal_count=2449 2278 171 is_linear=0 shrinkage=0.0204111 Tree=8959 num_leaves=4 num_cat=0 split_feature=43 15 156 split_gain=1.43186 1.50589 1.06446 threshold=0.06728000000000002 0.022285000000000003 0.091255000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7603250146845912e-05 4.4645035218039094e-05 0.00040813863585360843 -0.00022560224291631436 leaf_weight=45.669153023178751 4.6832599758356528 2.9135030230672783 2.964260727834243 leaf_count=2023 171 102 191 internal_value=0 0.000187955 2.29545e-06 internal_weight=0 7.59676 48.6334 internal_count=2487 273 2214 is_linear=0 shrinkage=0.000400217 Tree=8960 num_leaves=3 num_cat=0 split_feature=14 10 split_gain=1.27649 1.22011 threshold=0.076175000000000007 0.069930000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010587550912265382 -0.018815565415157789 0.019935950491271792 leaf_weight=50.80050442151969 1.370345294975549 1.1858162550197437 leaf_count=2311 80 53 internal_value=0 0.000393145 internal_weight=0 51.9863 internal_count=2444 2364 is_linear=0 shrinkage=0.0204111 Tree=8961 num_leaves=4 num_cat=0 split_feature=42 13 0 split_gain=1.41798 1.82338 0.279685 threshold=-0.108275 0.11184000000000001 -0.027669999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013196315516223448 -6.490080874721879e-07 0.00022593640422016056 -0.00044133879754504465 leaf_weight=1.0141046414726136 47.924347148075185 6.3427020075541796 1.0447664068778966 leaf_count=135 2218 103 14 internal_value=0 2.62448e-05 -0.000303621 internal_weight=0 54.267 2.05887 internal_count=2470 2321 149 is_linear=0 shrinkage=0.000400217 Tree=8962 num_leaves=4 num_cat=0 split_feature=1 2 15 split_gain=1.71305 1.33939 1.15842 threshold=0.13130500000000003 0.08894500000000001 -0.051059999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012858433034858494 0.0003591506407246189 1.0499227177433192e-05 -4.240752641242594e-05 leaf_weight=17.334731468355812 2.9485210597122204 30.399492651941728 1.8093694872368349 leaf_count=1187 132 1085 39 internal_value=0 -4.01918e-05 0.000208979 internal_weight=0 47.7342 4.75789 internal_count=2443 2272 171 is_linear=0 shrinkage=0.000400217 Tree=8963 num_leaves=4 num_cat=0 split_feature=133 456 1 split_gain=1.3441 1.41933 0.137454 threshold=0.11253500000000001 0.087015000000000023 0.10124500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7307326398508175e-05 -0.00041882333755548652 -0.00025474601804382227 -8.4283093126144667e-06 leaf_weight=52.75335143975326 1.0194799290934486 2.3329218891694827 0.15306234388117435 leaf_count=2026 273 142 24 internal_value=0 4.36018e-05 -0.000370655 internal_weight=0 55.0863 1.17254 internal_count=2465 2168 297 is_linear=0 shrinkage=0.000400217 Tree=8964 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=1.68138 1.31885 1.03226 threshold=0.12113000000000002 0.043560000000000008 0.10119000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1171717325843332e-05 -5.1329501091668067e-05 0.00022956609095557592 -0.00044527943123242691 leaf_weight=46.866072453654851 2.0320209717028765 3.506952982483198 2.2062892199137423 leaf_count=2291 33 84 80 internal_value=0 -3.24501e-06 -0.000262586 internal_weight=0 50.373 4.23831 internal_count=2488 2375 113 is_linear=0 shrinkage=0.000400217 Tree=8965 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.11718 1.43385 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019705923903182182 -0.00057570014580040425 -0.021282132436592091 leaf_weight=0.98256722651421924 52.777315132373474 1.3193097988932994 leaf_count=9 2386 86 internal_value=0 -0.0011236 internal_weight=0 54.0966 internal_count=2481 2472 is_linear=0 shrinkage=0.0204111 Tree=8966 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.73391 2.5566 2.51719 threshold=-0.10674499999999999 -0.074494999999999992 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0066714591387900968 -0.01305330101140223 0.00068467628223059659 -0.01505084517091936 leaf_weight=21.637049480459613 7.5500013788487221 21.384336681474451 2.3693183861987555 leaf_count=404 1273 751 28 internal_value=0 -0.00293655 0.00446765 internal_weight=0 28.9343 24.0064 internal_count=2456 2024 432 is_linear=0 shrinkage=0.0204111 Tree=8967 num_leaves=4 num_cat=0 split_feature=131 9 15 split_gain=1.32491 0.999876 0.513701 threshold=0.092225000000000015 -0.036024999999999995 0.099260000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039562545450500637 -0.00035395392076650628 1.1301681556278115e-06 9.0723745823879888e-05 leaf_weight=0.93867471603334607 2.1784913896317444 50.20686385132035 0.45977964216399403 leaf_count=66 226 2129 33 internal_value=0 9.21874e-06 -0.00027592 internal_weight=0 51.1455 2.63827 internal_count=2454 2195 259 is_linear=0 shrinkage=0.000400217 Tree=8968 num_leaves=3 num_cat=0 split_feature=38 0 split_gain=1.01494 1.22159 threshold=0.084835000000000008 0.053930000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00067156077979820808 -0.01415861066021498 0.0083120200793513847 leaf_weight=44.421505767144367 1.904372879944275 7.2350481633475274 leaf_count=2263 46 162 internal_value=0 0.000601941 internal_weight=0 51.6566 internal_count=2471 2425 is_linear=0 shrinkage=0.0204111 Tree=8969 num_leaves=3 num_cat=0 split_feature=1374 16 split_gain=1.31727 1.02731 threshold=-0.094929999999999987 0.26746000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015417774699299858 0.002447905946319886 -0.0073333732773203696 leaf_weight=1.8725587442968379 47.228637163386566 4.8316222355761047 leaf_count=43 2149 280 internal_value=0 0.00152633 internal_weight=0 52.0603 internal_count=2472 2429 is_linear=0 shrinkage=0.0204111 Tree=8970 num_leaves=4 num_cat=0 split_feature=483 159 12 split_gain=1.30866 1.53871 1.30875 threshold=1.0000000180025095e-35 0.091305000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.736579222409484e-05 0.00028878353974897661 -0.00018488106501684536 -0.00035283366111860847 leaf_weight=49.150261107862661 0.55933033804194598 3.7593089373908688 2.2279716744856151 leaf_count=1874 37 236 276 internal_value=0 5.83817e-05 -0.0002179 internal_weight=0 52.9096 2.7873 internal_count=2423 2110 313 is_linear=0 shrinkage=0.000400217 Tree=8971 num_leaves=4 num_cat=0 split_feature=457 484 150 split_gain=1.23063 1.46932 0.282844 threshold=0.092360000000000012 -0.0068949999999999992 0.11235000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028444567567904064 9.1928189050420478e-05 4.429123265439769e-06 0.00033320284419044118 leaf_weight=2.8784590270979598 1.4608317982638248 49.507026048925354 1.8887656903134482 leaf_count=385 61 2009 39 internal_value=0 -1.20167e-05 0.000234355 internal_weight=0 52.3855 3.3496 internal_count=2494 2394 100 is_linear=0 shrinkage=0.000400217 Tree=8972 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=1.39824 1.11008 threshold=0.076175000000000007 -0.13314999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0048423337249439997 -0.02044795787887943 -0.0014474321274847277 leaf_weight=18.07552605402725 1.2118488551591315 32.624778082882813 leaf_count=272 77 2058 internal_value=0 0.000800706 internal_weight=0 50.7003 internal_count=2407 2330 is_linear=0 shrinkage=0.0204111 Tree=8973 num_leaves=3 num_cat=0 split_feature=1456 0 split_gain=1.42573 1.17942 threshold=-1.0000000180025095e-35 -0.074434999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038895334828935421 -2.8904427004105858e-05 9.2806767300441506e-05 leaf_weight=1.2923199750564425 31.913788328406554 21.086861212455915 leaf_count=242 1578 690 internal_value=0 1.96132e-05 internal_weight=0 53.0006 internal_count=2510 2268 is_linear=0 shrinkage=0.000400217 Tree=8974 num_leaves=4 num_cat=0 split_feature=43 11 49 split_gain=2.09412 1.82226 1.73736 threshold=-0.069909999999999986 0.081005000000000008 0.11012500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065193633538857447 -0.0053119197818054806 -0.016623956323246956 0.0084847513741816965 leaf_weight=19.494282739267195 27.577935725770661 1.4216069513868195 4.3051224859812001 leaf_count=1010 1310 40 107 internal_value=0 0.00486622 -0.0034258 internal_weight=0 20.9159 31.8831 internal_count=2467 1050 1417 is_linear=0 shrinkage=0.0204111 Tree=8975 num_leaves=4 num_cat=0 split_feature=133 133 49 split_gain=1.23967 2.23241 1.46762 threshold=0.083810000000000009 0.084065000000000015 -0.066894999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014995091374820027 0.00077750163591402738 8.784553965686242e-05 2.8917522288182027e-05 leaf_weight=9.1088648314689618 0.74633510253624891 6.4144504380699345 36.05803579331905 leaf_count=170 3 811 1476 internal_value=0 0.000170589 -7.4367e-06 internal_weight=0 7.16079 45.1669 internal_count=2460 814 1646 is_linear=0 shrinkage=0.000400217 Tree=8976 num_leaves=3 num_cat=0 split_feature=1132 123 split_gain=1.04002 1.41088 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039203263584243985 -6.5086969028664161e-07 0.00025728647164751576 leaf_weight=0.90172137971967359 48.935436818979042 3.5380200298786795 leaf_count=19 2251 178 internal_value=0 1.72513e-05 internal_weight=0 52.4735 internal_count=2448 2429 is_linear=0 shrinkage=0.000400217 Tree=8977 num_leaves=4 num_cat=0 split_feature=484 48 456 split_gain=1.39225 1.59948 0.402177 threshold=-0.082244999999999985 0.12230500000000001 0.087440000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022033432744783119 0.0016765341171087243 -0.013203575964376716 0.0013843389178615256 leaf_weight=1.3620429699476506 50.080052502333274 3.089883288899272 0.36937882672191324 leaf_count=197 2178 76 39 internal_value=0 0.000785872 -0.0172569 internal_weight=0 53.1699 1.73142 internal_count=2490 2254 236 is_linear=0 shrinkage=0.0204111 Tree=8978 num_leaves=3 num_cat=0 split_feature=1132 123 split_gain=1.42023 1.19111 threshold=-1.0000000180025095e-35 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023489903891350999 0.00066189070152640451 0.017247359857680566 leaf_weight=0.87408182991202821 53.173714685882373 1.755864943987034 leaf_count=19 2352 102 internal_value=0 0.00122606 internal_weight=0 54.9296 internal_count=2473 2454 is_linear=0 shrinkage=0.0204111 Tree=8979 num_leaves=3 num_cat=0 split_feature=133 4 split_gain=1.09721 1.10624 threshold=-0.39935999999999994 0.0067750000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004675646572160547 -3.6764764358847215e-05 7.9182837744855625e-05 leaf_weight=0.64454470028658661 27.879642723273719 24.806064092544602 leaf_count=124 1651 668 internal_value=0 1.78791e-05 internal_weight=0 52.6857 internal_count=2443 2319 is_linear=0 shrinkage=0.000400217 Tree=8980 num_leaves=4 num_cat=0 split_feature=42 132 376 split_gain=1.48031 2.0253 1.32833 threshold=-0.0044549999999999998 0.081465000000000024 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036512434440053737 2.2963921166466283e-06 0.0001839608047604837 0.00037477589326615499 leaf_weight=3.6540011797351317 46.066659183812135 1.4260976201112496 1.4744269340499148 leaf_count=566 1677 128 105 internal_value=0 -0.000210341 1.47018e-05 internal_weight=0 5.0801 47.5411 internal_count=2476 694 1782 is_linear=0 shrinkage=0.000400217 Tree=8981 num_leaves=4 num_cat=0 split_feature=0 4 4 split_gain=1.24484 2.53806 1.63855 threshold=0.043560000000000008 -0.17339999999999997 -0.38908499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023730286153565764 0.0015170081944718393 0.0010252175340841466 0.019579708981169737 leaf_weight=1.68763096495877 5.5485734615213005 41.739907715024401 3.2674381552169489 leaf_count=54 130 2212 58 internal_value=0 4.64591e-06 0.0083731 internal_weight=0 43.4275 8.81601 internal_count=2454 2266 188 is_linear=0 shrinkage=0.0204111 Tree=8982 num_leaves=3 num_cat=0 split_feature=130 14 split_gain=0.999792 1.0171 threshold=-0.23984999999999998 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024258979849552276 0.0019012035450944457 -0.01843542558600484 leaf_weight=0.52298257367510714 52.68159573546609 0.93350650580191441 leaf_count=15 2348 76 internal_value=0 0.00150944 internal_weight=0 53.6151 internal_count=2439 2424 is_linear=0 shrinkage=0.0204111 Tree=8983 num_leaves=4 num_cat=0 split_feature=1213 475 475 split_gain=1.29935 1.29713 1.17283 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032164030909903309 -0.00026032295161845819 3.7232368045470435e-05 -0.00040757545365372084 leaf_weight=0.34328487515449535 2.346151977473709 51.961977768625729 1.8461597164161949 leaf_count=2 173 1926 389 internal_value=0 2.38686e-05 -0.000283155 internal_weight=0 54.3081 2.18944 internal_count=2490 2099 391 is_linear=0 shrinkage=0.000400217 Tree=8984 num_leaves=3 num_cat=0 split_feature=454 48 split_gain=1.24121 1.5665 threshold=-1.0000000180025095e-35 0.093265000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01637063402613672 -0.00034266572714371034 0.0090131287225988579 leaf_weight=1.6058598727395281 43.43874479593137 8.8870693564592766 leaf_count=62 2188 244 internal_value=0 0.00126218 internal_weight=0 52.3258 internal_count=2494 2432 is_linear=0 shrinkage=0.0204111 Tree=8985 num_leaves=3 num_cat=0 split_feature=156 52 split_gain=1.07489 1.0348 threshold=-1.0000000180025095e-35 0.060835000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037565655503566335 -6.8250239096719615e-06 0.00011862927917350761 leaf_weight=0.97529880524734736 39.864406982359469 14.194860159660037 leaf_count=128 1507 822 internal_value=0 2.62938e-05 internal_weight=0 54.0593 internal_count=2457 2329 is_linear=0 shrinkage=0.000400217 Tree=8986 num_leaves=4 num_cat=0 split_feature=1 49 0 split_gain=1.90966 2.24784 0.954194 threshold=0.11332500000000002 -0.10919499999999999 -0.17961499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017637115333932654 -0.0043605759645707065 0.00035332452422869503 0.011235208189907291 leaf_weight=3.017500767724413 1.922319572258856 38.311722507927243 9.1323104616076289 leaf_count=77 33 2006 318 internal_value=0 -0.00100428 0.00850668 internal_weight=0 41.3292 11.0546 internal_count=2434 2083 351 is_linear=0 shrinkage=0.0204111 Tree=8987 num_leaves=4 num_cat=0 split_feature=15 151 147 split_gain=1.9162 1.16121 1.03672 threshold=0.097210000000000019 -0.52082499999999987 0.13797000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039456581646204613 -0.00039263699619548686 4.6993150204347064e-05 0.00018514156781933457 leaf_weight=0.86098954442536424 2.4525550185981042 51.099643124061913 0.54603176936507214 leaf_count=37 245 2177 6 internal_value=0 3.88438e-05 -0.000284548 internal_weight=0 51.9606 2.99859 internal_count=2465 2214 251 is_linear=0 shrinkage=0.000400217 Tree=8988 num_leaves=4 num_cat=0 split_feature=2 31 13 split_gain=1.67407 1.41199 1.19269 threshold=0.097360000000000016 -1.0000000180025095e-35 -0.00038499999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039569076139251222 0.00019886777798628266 -7.3366025855505076e-05 7.0652918571598431e-06 leaf_weight=0.95429465771303768 8.9070141612173774 29.855830287448271 12.261265752515099 leaf_count=65 428 1648 331 internal_value=0 -5.74576e-05 8.83921e-05 internal_weight=0 30.8101 21.1683 internal_count=2472 1713 759 is_linear=0 shrinkage=0.000400217 Tree=8989 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=1.73203 2.637 1.52273 threshold=0.094435000000000005 -0.080924999999999983 -0.034484999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0038469272932003572 -0.0069509853766654486 -0.0095191009331017911 0.0057126086528057445 leaf_weight=10.338521052265607 4.7364927778671726 14.890378025328571 21.617711946297277 leaf_count=546 207 1148 544 internal_value=0 -0.00404906 0.00341687 internal_weight=0 25.2289 26.3542 internal_count=2445 1694 751 is_linear=0 shrinkage=0.0204111 Tree=8990 num_leaves=3 num_cat=0 split_feature=1375 0 split_gain=1.70055 1.28612 threshold=-0.43429999999999996 -0.23025999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027625650288777781 0.0079142317523214645 -0.0012544430180048795 leaf_weight=0.82941381049840757 7.324272196761739 44.502467332593028 leaf_count=12 91 2325 internal_value=0 5.55628e-05 internal_weight=0 51.8267 internal_count=2428 2416 is_linear=0 shrinkage=0.0204111 Tree=8991 num_leaves=3 num_cat=0 split_feature=1375 4 split_gain=1.75467 1.20179 threshold=-0.43429999999999996 0.51167000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027211894008698993 -0.00056913973283156526 0.019226659565999695 leaf_weight=0.90062205602225631 52.995164850230935 1.1971951295790848 leaf_count=12 2335 112 internal_value=0 -9.30782e-05 internal_weight=0 54.1924 internal_count=2459 2447 is_linear=0 shrinkage=0.0204111 Tree=8992 num_leaves=4 num_cat=0 split_feature=0 15 49 split_gain=1.10087 1.71054 1.63181 threshold=-0.018054999999999998 0.097210000000000019 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042713243250556293 0.0022106680816694041 -0.017689746755270276 0.022382969863980869 leaf_weight=40.645782630021472 10.647141707322588 2.4293797894501941 1.8769881152948062 leaf_count=1979 266 241 23 internal_value=0 -0.00144406 0.00540543 internal_weight=0 43.0752 12.5241 internal_count=2509 2220 289 is_linear=0 shrinkage=0.0204111 Tree=8993 num_leaves=3 num_cat=0 split_feature=1375 1213 split_gain=1.14049 1.03847 threshold=-0.53764999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021949158840610914 -0.014076059716896053 0.00040963987847264803 leaf_weight=0.87539085536263783 2.0401078323479842 49.05377661696366 leaf_count=5 386 2062 internal_value=0 -0.000198268 internal_weight=0 51.0939 internal_count=2453 2448 is_linear=0 shrinkage=0.0204111 Tree=8994 num_leaves=4 num_cat=0 split_feature=4 1374 124 split_gain=1.46522 1.01795 0.657333 threshold=-0.49367499999999992 -0.094929999999999987 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00082619946874823371 -0.013565042242533035 0.00083554448480804464 -0.022826068319171351 leaf_weight=0.67425122647546265 2.0220473571753237 48.945874808094459 1.6039547591426515 leaf_count=13 42 2286 119 internal_value=0 0.000235748 -0.0161152 internal_weight=0 50.9679 2.27821 internal_count=2460 2328 132 is_linear=0 shrinkage=0.0204111 Tree=8995 num_leaves=3 num_cat=0 split_feature=1375 34 split_gain=1.10691 1.05938 threshold=-0.53764999999999985 -0.086809999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004337316196117724 -0.00038924134721346097 1.7145327121073081e-05 leaf_weight=0.89118160400539537 0.93531065361093979 54.342064223817715 leaf_count=4 36 2421 internal_value=0 9.4962e-06 internal_weight=0 55.2774 internal_count=2461 2457 is_linear=0 shrinkage=0.000400217 Tree=8996 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=0.955936 1.10015 threshold=-0.52082499999999987 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019801698103758383 -9.9345442696793156e-05 0.010137445644019976 leaf_weight=0.84217904552428891 49.306643557993539 4.6873141547689547 leaf_count=42 2258 164 internal_value=0 0.000808469 internal_weight=0 53.994 internal_count=2464 2422 is_linear=0 shrinkage=0.0204111 Tree=8997 num_leaves=4 num_cat=0 split_feature=483 49 0 split_gain=1.53516 1.73943 0.459271 threshold=0.080810000000000007 -0.10919499999999999 -0.061889999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010798243689432852 -0.018790358296237618 0.0021816944266534314 0.0044791425066515855 leaf_weight=4.6086761867882151 2.0664143772637549 48.392396668357605 0.37639973748446109 leaf_count=99 247 2097 40 internal_value=0 0.00103265 -0.0151657 internal_weight=0 53.0011 2.44281 internal_count=2483 2196 287 is_linear=0 shrinkage=0.0204111 Tree=8998 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=1.52414 2.30014 threshold=-0.19998499999999997 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003058627141617296 4.0172237046978449e-06 -0.00034615199612237989 leaf_weight=2.3241714089781444 47.21662699745184 3.0966827147603899 leaf_count=46 1641 781 internal_value=0 -1.82557e-05 internal_weight=0 50.3133 internal_count=2468 2422 is_linear=0 shrinkage=0.000400217 Tree=8999 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=1.04887 1.17665 threshold=0.11040000000000001 0.17888000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.000346278294573405 0.0174447478675059 -0.012387529789106465 leaf_weight=48.598754720935517 1.2903244216577139 3.1113983038494544 leaf_count=2333 24 121 internal_value=0 -0.000445024 internal_weight=0 51.7102 internal_count=2478 2454 is_linear=0 shrinkage=0.0204111 Tree=9000 num_leaves=4 num_cat=0 split_feature=124 456 123 split_gain=1.39722 1.66259 0.628993 threshold=-0.043384999999999993 0.085215000000000013 0.083275000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6757061497755445e-06 3.4975068231015659e-06 -0.00035589336197389013 0.00034376282401021798 leaf_weight=1.226173777780786 48.212446836686127 2.0418352417254928 2.5913519652967807 leaf_count=51 2128 152 154 internal_value=0 -1.18633e-05 0.000235923 internal_weight=0 50.2543 3.81753 internal_count=2485 2280 205 is_linear=0 shrinkage=0.000400217 Tree=9001 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=1.27766 1.29867 threshold=1.0000000180025095e-35 -0.48702499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031722586067698435 -0.00037165661108877794 1.7529273802310693e-05 leaf_weight=1.8137836057721859 1.3669422419916362 51.345549277715918 leaf_count=27 46 2396 internal_value=0 5.46476e-06 internal_weight=0 53.1593 internal_count=2469 2423 is_linear=0 shrinkage=0.000400217 Tree=9002 num_leaves=4 num_cat=0 split_feature=3 133 12 split_gain=1.24382 1.38479 0.924028 threshold=0.18307500000000002 0.099280000000000021 -0.051479999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4955487398042194e-05 -5.2812805533109056e-05 -0.00028335226993102952 0.00043115136190076484 leaf_weight=49.071989714778283 0.91090038360198411 2.5136650209988138 1.7978729871647363 leaf_count=2000 48 375 61 internal_value=0 -1.62656e-07 0.000272769 internal_weight=0 51.5857 2.70877 internal_count=2484 2375 109 is_linear=0 shrinkage=0.000400217 Tree=9003 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=1.64664 4.23317 1.99059 threshold=-0.074494999999999992 -0.10161999999999997 -0.54135999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2110685064389325e-05 -0.00062141352450186351 -0.0003465389239116995 9.5720644617356657e-05 leaf_weight=23.850328384078015 0.52741493153735319 6.6523697572691836 21.751657735662775 leaf_count=460 6 1264 732 internal_value=0 -6.7089e-05 7.57213e-05 internal_weight=0 30.5027 22.2791 internal_count=2462 1724 738 is_linear=0 shrinkage=0.000400217 Tree=9004 num_leaves=3 num_cat=0 split_feature=160 45 split_gain=1.24026 0.95595 threshold=-0.40446999999999994 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040907602385510623 0.00038651185340611127 8.4345420993415133e-06 leaf_weight=1.0103442053039078 0.98082256130874057 54.587896551647873 leaf_count=178 9 2269 internal_value=0 1.58717e-05 internal_weight=0 55.5687 internal_count=2456 2278 is_linear=0 shrinkage=0.000400217 Tree=9005 num_leaves=3 num_cat=0 split_feature=1375 10 split_gain=1.17428 1.18341 threshold=-0.53764999999999985 0.058500000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043079565819118817 -1.9779479324463301e-05 0.0003658846387549346 leaf_weight=0.87266630423255165 51.67984149739118 1.1946721458516538 leaf_count=4 2427 54 internal_value=0 -1.03108e-05 internal_weight=0 52.8745 internal_count=2485 2481 is_linear=0 shrinkage=0.000400217 Tree=9006 num_leaves=3 num_cat=0 split_feature=48 38 split_gain=1.05808 1.19803 threshold=-0.22597999999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037973818068880286 1.5327110986420396e-05 -0.00031763168295702445 leaf_weight=1.1174151648883697 51.512381667521822 1.6790218648911821 leaf_count=15 2414 50 internal_value=0 4.17191e-06 internal_weight=0 53.1914 internal_count=2479 2464 is_linear=0 shrinkage=0.000400217 Tree=9007 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.49461 1.33822 threshold=0.11251000000000001 -0.0068949999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013241472936454845 0.015057144312350921 0.00024163987857280591 leaf_weight=3.1687807787302509 2.5495929907920063 46.965428739664048 leaf_count=391 47 2040 internal_value=0 -0.000638181 internal_weight=0 50.1342 internal_count=2478 2431 is_linear=0 shrinkage=0.0204111 Tree=9008 num_leaves=4 num_cat=0 split_feature=43 4 13 split_gain=1.78472 1.87876 0.945062 threshold=-0.18545499999999995 0.27190000000000009 0.25761500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0147556952537035 -0.0035190871122379903 0.00735130884956122 -0.00096838761278371334 leaf_weight=4.6100465089912168 36.39197232230697 7.9837279140829187 2.3828942050795376 leaf_count=98 2017 264 65 internal_value=0 -0.00154979 0.00946678 internal_weight=0 44.3757 6.99294 internal_count=2444 2281 163 is_linear=0 shrinkage=0.0204111 Tree=9009 num_leaves=3 num_cat=0 split_feature=0 48 split_gain=1.29387 1.17821 threshold=0.21217000000000003 0.086260000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.7272099736212532e-05 -0.00035711397158082225 -9.829107460802932e-05 leaf_weight=37.443409202169732 1.5640874699165568 14.021797189370316 leaf_count=2022 16 408 internal_value=0 2.04446e-07 internal_weight=0 51.4652 internal_count=2446 2430 is_linear=0 shrinkage=0.000400217 Tree=9010 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=1.51916 2.563 1.49457 threshold=-0.24269999999999997 0.11875500000000001 -0.19301999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039519131721213279 -0.00047315971500311397 -0.0002740035241458658 -3.1635777640354838e-05 leaf_weight=3.0413077591292668 1.1502252477403079 1.2006680467166004 46.740069229840401 leaf_count=169 48 20 2190 internal_value=0 0.000203604 -4.33192e-05 internal_weight=0 4.24198 47.8903 internal_count=2427 189 2238 is_linear=0 shrinkage=0.000400217 Tree=9011 num_leaves=4 num_cat=0 split_feature=51 48 48 split_gain=1.25986 1.54448 0.889473 threshold=0.13775500000000004 0.12649500000000002 0.14093000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020801072370228045 -0.023543613335077398 -0.017005163536978941 0.0016638613033125374 leaf_weight=51.099027488342244 1.3632127884324057 1.7183306821775648 0.94140840659383673 leaf_count=2319 83 49 22 internal_value=0 0.00142454 -0.0136467 internal_weight=0 52.8174 2.30462 internal_count=2473 2368 105 is_linear=0 shrinkage=0.0204111 Tree=9012 num_leaves=4 num_cat=0 split_feature=0 457 47 split_gain=1.10216 1.10314 1.06484 threshold=-0.23025999999999999 0.082380000000000009 0.11069000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00088829153109670149 -0.0015075283953424191 0.014315150169739204 0.0076295330066670098 leaf_weight=3.4728942396322955 42.448266360891921 4.5006663163658231 5.9601204499322185 leaf_count=51 2284 38 135 internal_value=0 0.00777267 -0.000367548 internal_weight=0 7.97356 48.4084 internal_count=2508 89 2419 is_linear=0 shrinkage=0.0204111 Tree=9013 num_leaves=4 num_cat=0 split_feature=131 52 49 split_gain=1.57529 1.12342 1.10756 threshold=0.089305000000000009 0.077655000000000016 -0.19998499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017593103063381823 0.016950340815246375 0.0052083514504603478 -0.017819495868351905 leaf_weight=35.31804350007269 0.34366641938686404 13.132437825565033 3.104519619243546 leaf_count=1439 2 688 342 internal_value=0 0.000136919 -0.01393 internal_weight=0 48.4505 3.44819 internal_count=2471 2127 344 is_linear=0 shrinkage=0.0204111 Tree=9014 num_leaves=4 num_cat=0 split_feature=1213 1429 16 split_gain=1.24374 1.09692 0.427119 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.52595999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023902402901968976 -0.00039871546970909828 2.6038570732433668e-05 -0.00034220270362608508 leaf_weight=0.14638109505176577 0.88079548219809467 51.573315145657944 1.9165592202637061 leaf_count=1 117 1977 390 internal_value=0 1.80721e-05 -0.000290778 internal_weight=0 52.4541 2.06294 internal_count=2485 2094 391 is_linear=0 shrinkage=0.000400217 Tree=9015 num_leaves=3 num_cat=0 split_feature=52 13 split_gain=1.19438 1.04205 threshold=-0.40306999999999998 0.23637000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003759519734950294 -1.0066776485297621e-05 0.0001974043336216589 leaf_weight=1.2310980001757332 49.534380750465061 4.0942728584841452 leaf_count=247 2135 95 internal_value=0 6.15087e-06 internal_weight=0 53.6287 internal_count=2477 2230 is_linear=0 shrinkage=0.000400217 Tree=9016 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=1.24979 1.10312 threshold=-0.094929999999999987 -0.082349999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0002877305780068481 0.00031072490075283524 2.8913317161337465e-05 leaf_weight=1.8082206066028437 2.2122983607550841 53.201504692626713 leaf_count=42 49 2396 internal_value=0 4.0768e-05 internal_weight=0 55.4138 internal_count=2487 2445 is_linear=0 shrinkage=0.000400217 Tree=9017 num_leaves=4 num_cat=0 split_feature=456 41 1 split_gain=1.49793 1.25961 0.652745 threshold=0.087015000000000023 0.079885000000000025 0.11353000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6083104568567359e-05 -0.00049707362583061585 -0.00021428544202443698 -1.4324861649789473e-05 leaf_weight=48.470724448950932 1.1547626656492855 3.0600781016710235 0.70520227347151365 leaf_count=2224 100 103 31 internal_value=0 3.01904e-05 -0.000325246 internal_weight=0 51.5308 1.85996 internal_count=2458 2327 131 is_linear=0 shrinkage=0.000400217 Tree=9018 num_leaves=4 num_cat=0 split_feature=457 150 12 split_gain=1.06801 1.52841 0.970609 threshold=-0.0046349999999999994 0.11740500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0090155438412676502 0.0011676620683217485 0.016185291609605187 -0.012226804642534733 leaf_weight=1.0577075553592292 47.550582144795158 2.8915655579403383 3.9964764940850719 leaf_count=19 2242 65 183 internal_value=0 0.00206248 -0.00768229 internal_weight=0 50.4421 5.05418 internal_count=2509 2307 202 is_linear=0 shrinkage=0.0204111 Tree=9019 num_leaves=3 num_cat=0 split_feature=2 0 split_gain=0.950808 1.23886 threshold=0.16826500000000003 0.18562500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023829367162011807 0.017606853181836045 -0.014484574948796161 leaf_weight=52.919220716893051 1.1338857554710546 2.3811202862998462 leaf_count=2408 64 25 internal_value=0 -0.00042363 internal_weight=0 55.3003 internal_count=2497 2433 is_linear=0 shrinkage=0.0204111 Tree=9020 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1.20236 1.68506 threshold=0.39041500000000007 0.15425000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00050070828228966017 0.021971645411244731 -0.015623093732728357 leaf_weight=48.385404256344259 0.81690298765897651 3.1664478398452038 leaf_count=2415 5 45 internal_value=0 -0.00146141 internal_weight=0 51.5519 internal_count=2465 2460 is_linear=0 shrinkage=0.0204111 Tree=9021 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=1.63835 1.75616 threshold=-0.52412999999999987 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022646299221242384 -0.0061402280617803276 0.0022326004203613845 leaf_weight=1.2461212307680387 14.262948346630422 37.979658906010627 leaf_count=16 1277 1172 internal_value=0 -6.15396e-05 internal_weight=0 52.2426 internal_count=2465 2449 is_linear=0 shrinkage=0.0204111 Tree=9022 num_leaves=4 num_cat=0 split_feature=47 0 3 split_gain=1.12669 1.55344 1.46601 threshold=0.11312500000000002 0.21217000000000003 -0.072199999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00096466728925567041 0.019914202832468968 -0.022708845952168502 -0.00050865337409717584 leaf_weight=47.606240871748128 2.3403193156291309 1.2978908311779367 3.6212898182129711 leaf_count=2283 51 18 72 internal_value=0 -0.0015923 0.00772797 internal_weight=0 48.9041 5.96161 internal_count=2424 2301 123 is_linear=0 shrinkage=0.0204111 Tree=9023 num_leaves=4 num_cat=0 split_feature=1 42 2 split_gain=1.10445 3.0108 1.09805 threshold=1.0000000180025095e-35 0.084695000000000006 0.14816000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024317260952656658 0.0011428348323214601 -0.0231527138985844 0.017761340175573948 leaf_weight=12.844756701904997 38.893288943031166 2.8249532209365489 1.6194372313584597 leaf_count=676 1142 568 90 internal_value=0 -0.00450829 0.00185426 internal_weight=0 15.6697 40.5127 internal_count=2476 1244 1232 is_linear=0 shrinkage=0.0204111 Tree=9024 num_leaves=4 num_cat=0 split_feature=41 10 16 split_gain=1.24325 1.00127 0.791398 threshold=0.07831500000000001 0.058500000000000003 -0.27207999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00086478879495733533 -0.0011889603825733655 0.017380302073999477 -0.020661928472926024 leaf_weight=49.271563239629813 1.7153310942376268 1.4670557008248568 1.6820994807139857 leaf_count=2294 39 52 81 internal_value=0 0.00137954 -0.0111818 internal_weight=0 50.7386 3.39743 internal_count=2466 2346 120 is_linear=0 shrinkage=0.0204111 Tree=9025 num_leaves=4 num_cat=0 split_feature=43 11 457 split_gain=1.39281 1.92043 1.47675 threshold=-0.074459999999999985 0.081005000000000008 -0.23069499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066186368335948449 0.021072622594159273 -0.016138897906570551 -0.0026257100740851506 leaf_weight=18.910715769837001 1.0201377311823296 1.5752546693693137 34.43147451419577 leaf_count=939 11 40 1468 internal_value=0 0.0047905 -0.00187958 internal_weight=0 20.486 35.4516 internal_count=2458 979 1479 is_linear=0 shrinkage=0.0204111 Tree=9026 num_leaves=4 num_cat=0 split_feature=15 1 16 split_gain=1.85876 1.71429 1.55278 threshold=0.084050000000000014 0.11174500000000002 -0.093244999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3983029873952839e-05 -0.00042079392665797245 7.9300899416235408e-05 7.4367312605177761e-05 leaf_weight=17.559093612325114 2.9370559653129922 1.6672165951749773 31.256538862809066 leaf_count=506 810 30 1138 internal_value=0 -0.000242125 2.09582e-05 internal_weight=0 4.60427 48.8156 internal_count=2484 840 1644 is_linear=0 shrinkage=0.000400217 Tree=9027 num_leaves=4 num_cat=0 split_feature=14 3 3 split_gain=1.52318 1.29485 0.0330407 threshold=0.076175000000000007 0.18307500000000002 -0.013714999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4225465551347806e-06 -0.00050778804143741861 0.00028804218744548108 -0.0002596073443742184 leaf_weight=49.932545712086608 0.57382828383288143 2.6899934713246685 0.66471935931258375 leaf_count=2282 54 112 25 internal_value=0 2.32976e-05 -0.000407158 internal_weight=0 52.6225 1.23855 internal_count=2473 2394 79 is_linear=0 shrinkage=0.000400217 Tree=9028 num_leaves=4 num_cat=0 split_feature=47 0 50 split_gain=2.24674 2.5599 1.54676 threshold=0.085505000000000012 0.048695000000000009 0.082725000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.7650858865467845e-05 -0.0002337649065857296 0.0003568687646922855 -0.00022166787528588776 leaf_weight=39.590343059928955 9.1743926852923305 1.2444302535150189 3.0895799783722842 leaf_count=1771 295 16 397 internal_value=0 -0.000160175 4.6182e-05 internal_weight=0 10.4188 42.6799 internal_count=2479 311 2168 is_linear=0 shrinkage=0.000400217 Tree=9029 num_leaves=4 num_cat=0 split_feature=1429 130 1429 split_gain=0.970095 0.925021 0.280742 threshold=-1.0000000180025095e-35 -0.23478999999999997 -0.15389499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.4625840294687751e-05 -0.00047714352540539396 1.4604094390100898e-05 -0.00051959706153477099 leaf_weight=0.24149588742807282 0.50824870578071468 50.795150190564527 0.61571177638779673 leaf_count=31 16 2289 88 internal_value=0 8.70401e-06 -0.00039546 internal_weight=0 51.3034 0.857208 internal_count=2424 2305 119 is_linear=0 shrinkage=0.000400217 Tree=9030 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=1.31911 2.55285 1.50205 threshold=-0.084024999999999975 -0.084169999999999981 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5633580390212103e-05 -7.7833003820781878e-05 0.0005952971385701927 0.0001931525596383481 leaf_weight=15.573789572038551 33.666799145435107 1.3149041657034093 3.5212142240488893 leaf_count=721 1561 14 186 internal_value=0 8.2841e-05 -5.16715e-05 internal_weight=0 16.8887 37.188 internal_count=2482 735 1747 is_linear=0 shrinkage=0.000400217 Tree=9031 num_leaves=4 num_cat=0 split_feature=47 13 0 split_gain=1.53106 1.76903 0.583039 threshold=0.11893500000000001 -0.5356749999999999 -0.061684999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021963452577587715 -0.019737147360509077 0.0017569809980405096 -0.0025993546037688512 leaf_weight=1.2337099337164534 1.9622942548885478 49.452527372982559 1.4393990161624959 leaf_count=19 62 2372 29 internal_value=0 0.00113248 -0.0127993 internal_weight=0 50.6862 3.40169 internal_count=2482 2391 91 is_linear=0 shrinkage=0.0204111 Tree=9032 num_leaves=4 num_cat=0 split_feature=457 15 15 split_gain=1.59803 1.54617 1.50365 threshold=0.080930000000000016 -0.07879499999999999 -0.040504999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012048926747903085 0.00029045541297869661 3.7891366690397055e-05 -8.1392348452958012e-05 leaf_weight=14.579962788811597 5.6258036137733143 29.996161950290116 2.441862872336058 leaf_count=688 101 1541 102 internal_value=0 -1.40839e-05 0.000178334 internal_weight=0 44.5761 8.06767 internal_count=2432 2229 203 is_linear=0 shrinkage=0.000400217 Tree=9033 num_leaves=3 num_cat=0 split_feature=3 34 split_gain=1.07565 1.04645 threshold=0.26577500000000004 -0.086809999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019071808480012414 0.019150114439906784 0.0013916784232558734 leaf_weight=0.9502500353846689 1.2830138809094922 52.926188935700338 leaf_count=35 102 2335 internal_value=0 0.000991947 internal_weight=0 53.8764 internal_count=2472 2370 is_linear=0 shrinkage=0.0204111 Tree=9034 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=1.01358 1.31925 threshold=-0.094929999999999987 0.11251000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00026627590297376277 -1.5904750112438891e-06 0.00037752461155619556 leaf_weight=2.1173306519631288 51.754195811470709 1.4011910559747764 leaf_count=41 2396 26 internal_value=0 9.17565e-06 internal_weight=0 53.1554 internal_count=2463 2422 is_linear=0 shrinkage=0.000400217 Tree=9035 num_leaves=4 num_cat=0 split_feature=1375 42 16 split_gain=1.3364 1.44139 0.639662 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094359999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038973387451379641 -0.00014966276264395586 6.1151262221713389e-05 -2.30137640905134e-05 leaf_weight=1.6729436800233091 5.7674967803692416 44.754557262880553 1.3551242961857486 leaf_count=35 663 1716 71 internal_value=0 3.68074e-05 -0.000232292 internal_weight=0 50.5221 3.02807 internal_count=2485 2379 106 is_linear=0 shrinkage=0.000400217 Tree=9036 num_leaves=4 num_cat=0 split_feature=47 0 3 split_gain=1.31436 2.44384 2.224 threshold=0.086380000000000012 0.048695000000000009 0.090810000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.4976570138742762e-05 -0.00018626884327169977 0.00037866873587042923 0.00017652574148348149 leaf_weight=30.057988207037852 10.058521015915174 1.289080794667824 12.265058009743369 leaf_count=1933 304 15 227 internal_value=0 -0.000119019 3.37297e-05 internal_weight=0 11.3476 42.323 internal_count=2479 319 2160 is_linear=0 shrinkage=0.000400217 Tree=9037 num_leaves=3 num_cat=0 split_feature=1132 156 split_gain=1.01688 1.0529 threshold=-1.0000000180025095e-35 0.11815500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038875057106902409 1.9558857006309876e-05 -0.00038879214010058109 leaf_weight=0.9199477321235453 55.493008390225441 0.91825045368932379 leaf_count=21 2362 76 internal_value=0 1.21548e-05 internal_weight=0 56.4113 internal_count=2459 2438 is_linear=0 shrinkage=0.000400217 Tree=9038 num_leaves=4 num_cat=0 split_feature=0 49 1348 split_gain=1.83213 1.48462 1.19407 threshold=0.043560000000000008 0.0047850000000000011 0.090205000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.5891326487977709e-05 5.1289164891039878e-05 0.00042423183146695915 0.00033473264456217546 leaf_weight=42.569406001519383 7.5424329422712599 2.114247722143773 1.1161234366009001 leaf_count=2247 175 21 27 internal_value=0 0.000136868 -5.48262e-05 internal_weight=0 9.65668 43.6855 internal_count=2470 196 2274 is_linear=0 shrinkage=0.000400217 Tree=9039 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=1.13736 1.67093 1.53804 threshold=0.084045000000000022 -0.015259999999999998 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017896789453305875 -0.00012183852565406705 -1.8846088726760584e-05 0.00019225863695192624 leaf_weight=9.7116799630202859 17.92816365604904 22.458294966239919 2.7956943609606233 leaf_count=308 1622 504 26 internal_value=0 4.12849e-05 -7.86607e-05 internal_weight=0 32.17 20.7239 internal_count=2460 812 1648 is_linear=0 shrinkage=0.000400217 Tree=9040 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=1.51475 2.39972 0.929572 threshold=0.095890000000000017 0.084965000000000013 0.095155000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046521335718586267 0.0041072343259570101 -0.024073701527259017 0.022982330151762036 leaf_weight=46.164994414511284 3.3786479274506283 1.754506880592088 1.5376397552536216 leaf_count=2198 217 21 29 internal_value=0 -0.00138371 0.010391 internal_weight=0 47.9195 4.91629 internal_count=2465 2219 246 is_linear=0 shrinkage=0.0204111 Tree=9041 num_leaves=3 num_cat=0 split_feature=480 159 split_gain=1.36453 1.20365 threshold=0.08598500000000002 0.091305000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0030678115607456059 -0.018794770716339736 -0.0079428548373029102 leaf_weight=49.144796694908791 1.2171264857379345 4.4085211150995738 leaf_count=1978 171 291 internal_value=0 0.00214673 internal_weight=0 53.5533 internal_count=2440 2269 is_linear=0 shrinkage=0.0204111 Tree=9042 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=1.20228 1.23124 threshold=0.11040000000000001 -0.5356749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036697622759910767 0.00037567977412562831 -4.9383395190391371e-07 leaf_weight=1.3993137598445162 1.2085912315233134 51.689935783375176 leaf_count=26 20 2416 internal_value=0 -1.09055e-05 internal_weight=0 53.0892 internal_count=2462 2442 is_linear=0 shrinkage=0.000400217 Tree=9043 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=1.17056 2.30235 1.93307 threshold=-0.10674499999999999 0.12879500000000002 -0.084074999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012208387202918046 -0.00024510255875980955 -0.00029517222488393272 1.6833020615782664e-05 leaf_weight=22.57203511302669 5.5341394132656232 2.2297624538439313 22.423549032478491 leaf_count=412 702 28 1281 internal_value=0 8.34132e-05 -3.57872e-05 internal_weight=0 24.8018 27.9577 internal_count=2423 440 1983 is_linear=0 shrinkage=0.000400217 Tree=9044 num_leaves=3 num_cat=0 split_feature=31 1 split_gain=1.1193 1.13248 threshold=-1.0000000180025095e-35 0.12541500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039374627441073908 -4.6799153459568617e-05 0.00013890573585702062 leaf_weight=0.92424130467770638 47.373770172399418 5.8059370089868017 leaf_count=72 2195 191 internal_value=0 -2.62754e-05 internal_weight=0 53.1797 internal_count=2458 2386 is_linear=0 shrinkage=0.000400217 Tree=9045 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=1.5091 1.09551 threshold=0.2506000000000001 0.14198000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.6224833339072051e-06 -0.00047583152320626631 0.00028860330197998259 leaf_weight=50.529120586447107 0.94478112599949682 2.0146205996315976 leaf_count=2289 149 40 internal_value=0 7.2101e-06 internal_weight=0 52.5437 internal_count=2478 2329 is_linear=0 shrinkage=0.000400217 Tree=9046 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=1.05001 1.16487 threshold=-0.27336999999999995 -0.071899999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029922178857101232 9.0077495033161583e-05 -2.7115501427340198e-05 leaf_weight=1.4917136204783208 26.118002674255422 28.099335092634874 leaf_count=63 1181 1250 internal_value=0 2.94089e-05 internal_weight=0 54.2173 internal_count=2494 2431 is_linear=0 shrinkage=0.000400217 Tree=9047 num_leaves=4 num_cat=0 split_feature=12 12 1 split_gain=1.10642 1.76974 1.34403 threshold=0.10340500000000001 0.09864500000000001 0.11588000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00096144780523469287 -0.0020555177452155206 -0.024113228420467692 0.016273093801836721 leaf_weight=47.693889123133886 3.2466300829649972 1.3049084263411703 3.2656867542827968 leaf_count=2075 226 99 68 internal_value=0 -0.00163158 0.00725531 internal_weight=0 48.9988 6.51232 internal_count=2468 2174 294 is_linear=0 shrinkage=0.0204111 Tree=9048 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=1.24944 2.72655 1.44403 threshold=0.086380000000000012 0.048695000000000009 -0.23166999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018382383184412304 -0.010121622145183565 0.018797150761584825 0.00057282083650135173 leaf_weight=1.8791544609193795 9.8024182364997596 1.4687837460078288 40.20437099922151 leaf_count=39 289 15 2152 internal_value=0 -0.00620531 0.00141474 internal_weight=0 11.2712 42.0835 internal_count=2495 304 2191 is_linear=0 shrinkage=0.0204111 Tree=9049 num_leaves=4 num_cat=0 split_feature=1 14 52 split_gain=1.13218 1.92144 0.742352 threshold=0.13662500000000002 0.062655000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014071529909504483 0.00046994245334448987 -0.024598109295876226 0.021209273683145978 leaf_weight=51.243958538775132 1.1493374775054692 1.099757749947911 1.8319575761361182 leaf_count=2247 52 74 79 internal_value=0 0.000809435 0.0135203 internal_weight=0 52.3437 2.9813 internal_count=2452 2321 131 is_linear=0 shrinkage=0.0204111 Tree=9050 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=1.13759 1.01991 0.0777143 threshold=-0.40446999999999994 0.08888500000000002 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.8189138795479455e-05 2.5949630404055778e-05 -0.00030992753527416211 -0.00040757911930638653 leaf_weight=0.21979318477679044 54.90127471847768 1.3755614620813492 0.9703038158891093 leaf_count=15 2075 200 173 internal_value=0 1.71408e-05 -0.000361249 internal_weight=0 56.2768 1.1901 internal_count=2463 2275 188 is_linear=0 shrinkage=0.000400217 Tree=9051 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=1.13372 1.12229 threshold=0.39041500000000007 -0.12118 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002800491524099584 0.021910610168203244 -0.0033108395403920552 leaf_weight=20.374546863240084 0.80876391287892957 32.094358526679343 leaf_count=383 5 2133 internal_value=0 -0.000936798 internal_weight=0 52.4689 internal_count=2521 2516 is_linear=0 shrinkage=0.0204111 Tree=9052 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=1.31125 1.24734 threshold=-0.40446999999999994 0.12212000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020849067615780436 -0.00026293554334166376 0.0085752159010032622 leaf_weight=1.0540201155496323 45.341628448711617 7.6833727032790184 leaf_count=198 2068 243 internal_value=0 0.00103309 internal_weight=0 53.025 internal_count=2509 2311 is_linear=0 shrinkage=0.0204111 Tree=9053 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=0.983224 1.02769 threshold=-0.49274999999999997 -0.053524999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01291525142833817 0.0033674943320966457 -0.0025019164089182381 leaf_weight=2.3531355281838833 19.924212760825867 32.619936747892211 leaf_count=62 1147 1296 internal_value=0 -0.000273867 internal_weight=0 52.5441 internal_count=2505 2443 is_linear=0 shrinkage=0.0204111 Tree=9054 num_leaves=4 num_cat=0 split_feature=14 13 3 split_gain=1.16897 1.04499 0.192539 threshold=0.076175000000000007 -0.5356749999999999 -0.013714999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01486049023489098 -0.025952625959792818 0.0015334183843280186 -0.008926808623546818 leaf_weight=1.5604178176326957 0.56320333483017748 51.923352368353221 0.78964752747924538 leaf_count=26 60 2354 27 internal_value=0 0.00102507 -0.0174568 internal_weight=0 53.4838 1.35285 internal_count=2467 2380 87 is_linear=0 shrinkage=0.0204111 Tree=9055 num_leaves=3 num_cat=0 split_feature=44 2 split_gain=1.16466 1.18844 threshold=1.0000000180025095e-35 0.14846500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00042564773198218518 -0.018191942497325732 0.017105839280297352 leaf_weight=48.866562935313254 1.2356540319888143 1.7351362575282099 leaf_count=2296 47 100 internal_value=0 0.00103412 internal_weight=0 50.6017 internal_count=2443 2396 is_linear=0 shrinkage=0.0204111 Tree=9056 num_leaves=4 num_cat=0 split_feature=456 457 1 split_gain=1.5686 1.46879 0.544158 threshold=0.085215000000000013 0.069910000000000014 0.11332500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5015547440381821e-05 -0.00046028676773489629 0.0001546130797327004 -1.806820963876683e-05 leaf_weight=44.051716474213208 1.5011938067318618 8.621135015782782 0.62887487653642882 leaf_count=2103 130 188 28 internal_value=0 4.65045e-06 -0.00033715 internal_weight=0 52.6729 2.13007 internal_count=2449 2291 158 is_linear=0 shrinkage=0.000400217 Tree=9057 num_leaves=4 num_cat=0 split_feature=457 12 484 split_gain=1.1052 1.40869 1.3347 threshold=-0.0046349999999999994 -0.083114999999999981 -0.082244999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013278224688255475 -0.018950656612535699 -0.013483374583348305 0.0020914053148300376 leaf_weight=0.92103195644449432 1.1788608879119227 4.1188375435758635 47.068216067445974 leaf_count=15 186 187 2048 internal_value=0 -0.00841042 0.00153458 internal_weight=0 5.03987 48.2471 internal_count=2436 202 2234 is_linear=0 shrinkage=0.0204111 Tree=9058 num_leaves=3 num_cat=0 split_feature=3 13 split_gain=1.32187 1.74696 threshold=-0.52412999999999987 0.16421000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016803539706104934 0.00060964573466734716 -0.013913845014194542 leaf_weight=1.8184587830328371 50.251665268496936 3.5923240729407544 leaf_count=23 2336 123 internal_value=0 -0.000386185 internal_weight=0 53.844 internal_count=2482 2459 is_linear=0 shrinkage=0.0204111 Tree=9059 num_leaves=3 num_cat=0 split_feature=156 15 split_gain=1.01917 1.22377 threshold=-1.0000000180025095e-35 -0.46714499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037212578931289397 0.00037773885695639969 2.3071358770464726e-05 leaf_weight=0.89918954847121213 1.4939092203194366 53.628119963378595 leaf_count=129 97 2233 internal_value=0 3.34298e-05 internal_weight=0 55.122 internal_count=2459 2330 is_linear=0 shrinkage=0.000400217 Tree=9060 num_leaves=4 num_cat=0 split_feature=11 13 4 split_gain=1.32386 1.786 0.947664 threshold=0.081365000000000007 -0.10800499999999999 0.40404500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.009569002733745351 -0.021354855514159134 -0.00080478325933567099 -0.0015127615872952101 leaf_weight=8.2005345732659389 1.8563992535425762 41.021618380151153 2.0818564090877771 leaf_count=201 108 2143 32 internal_value=0 0.000941311 -0.0111976 internal_weight=0 49.2222 3.93826 internal_count=2484 2344 140 is_linear=0 shrinkage=0.0204111 Tree=9061 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=0.964189 1.04403 threshold=-1.0000000180025095e-35 -0.021334999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003957241992099682 -0.00032246128667357931 1.7458757033616656e-05 leaf_weight=0.93667428366825234 1.3756360202969506 53.366608898110144 leaf_count=67 30 2412 internal_value=0 8.27602e-06 internal_weight=0 54.7422 internal_count=2509 2442 is_linear=0 shrinkage=0.000400217 Tree=9062 num_leaves=4 num_cat=0 split_feature=484 2 160 split_gain=1.09739 1.45672 1.04954 threshold=-0.0068949999999999992 0.11523000000000001 -0.40446999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022033026782398536 -0.018097619807798834 0.006576692955087054 0.0013552982072949913 leaf_weight=1.8836750980553909 1.0700403941830234 1.1130583317235503 51.881045378071349 leaf_count=352 198 46 1907 internal_value=0 -0.0115526 0.000924834 internal_weight=0 2.99673 52.9511 internal_count=2503 398 2105 is_linear=0 shrinkage=0.0204111 Tree=9063 num_leaves=4 num_cat=0 split_feature=3 1 13 split_gain=1.0748 2.44966 1.25133 threshold=-0.12077499999999998 0.077765000000000015 -0.16109499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013205760552971733 -0.011077270624026195 0.00045317998800324292 0.0064122257179446227 leaf_weight=1.4245092536584696 10.229513571983487 29.7524279635536 11.699291003384358 leaf_count=19 1242 977 254 internal_value=0 -0.00251962 0.00418911 internal_weight=0 39.9819 13.1238 internal_count=2492 2219 273 is_linear=0 shrinkage=0.0204111 Tree=9064 num_leaves=4 num_cat=0 split_feature=131 43 49 split_gain=1.74619 1.16281 0.996731 threshold=0.08956500000000002 -0.084004999999999982 -0.19998499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014521228707533389 0.00032806130066540196 5.9424295762585566e-06 -0.00032819174544541528 leaf_weight=13.036545919077978 0.33081162348389659 35.645138624497918 2.9517023026464804 leaf_count=508 2 1637 327 internal_value=0 4.34854e-05 -0.000253415 internal_weight=0 48.6817 3.28251 internal_count=2474 2145 329 is_linear=0 shrinkage=0.000400217 Tree=9065 num_leaves=4 num_cat=0 split_feature=457 150 12 split_gain=1.0301 1.51872 0.812926 threshold=-1.0000000180025095e-35 0.11740500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0074290146577533408 0.00071953764840235732 0.016901453857405862 -0.013267040225628466 leaf_weight=0.94127862807363261 47.015136057688551 2.4360628239810458 3.3952571547943071 leaf_count=20 2189 55 187 internal_value=0 0.00155307 -0.00870088 internal_weight=0 49.4512 4.33654 internal_count=2451 2244 207 is_linear=0 shrinkage=0.0204111 Tree=9066 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=1.57702 1.19131 threshold=-0.48702499999999999 0.085215000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003851053775099286 1.5069042484548009e-05 -0.00028605872250412646 leaf_weight=1.623823826201259 50.650925987261985 2.0833901554260583 leaf_count=24 2316 153 internal_value=0 2.59142e-06 internal_weight=0 52.7343 internal_count=2493 2469 is_linear=0 shrinkage=0.000400217 Tree=9067 num_leaves=4 num_cat=0 split_feature=42 49 49 split_gain=1.43596 2.69544 1.21474 threshold=0.091735000000000025 -0.0058449999999999986 -0.085949999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014005102777188487 0.00019866170039047146 -0.00031838141827420359 6.2877179099505749e-05 leaf_weight=5.1950089666534032 2.3113087479141541 4.8143585132293074 43.344879214401089 leaf_count=125 54 462 1821 internal_value=0 -0.000150192 4.08863e-05 internal_weight=0 7.12567 48.5399 internal_count=2462 516 1946 is_linear=0 shrinkage=0.000400217 Tree=9068 num_leaves=3 num_cat=0 split_feature=1375 456 split_gain=1.81096 1.44886 threshold=-0.43429999999999996 0.084065000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052884799946923517 2.4858180272470012e-05 -0.00029224324281915039 leaf_weight=0.90526723295351885 50.082299322567451 2.3073186035835525 leaf_count=13 2250 151 internal_value=0 1.02991e-05 internal_weight=0 52.3896 internal_count=2414 2401 is_linear=0 shrinkage=0.000400217 Tree=9069 num_leaves=4 num_cat=0 split_feature=484 39 160 split_gain=1.34205 1.22689 0.872515 threshold=-0.0068949999999999992 -0.046074999999999991 0.51347500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015226121584305795 -0.016824989742044962 0.0023522814262735645 0.012742988150016376 leaf_weight=2.9527772879746403 1.3175054211760642 51.381022793130342 0.45996563769949705 leaf_count=369 44 2058 30 internal_value=0 0.00183818 -0.0111714 internal_weight=0 52.6985 3.41274 internal_count=2501 2102 399 is_linear=0 shrinkage=0.0204111 Tree=9070 num_leaves=3 num_cat=0 split_feature=1374 49 split_gain=1.73145 1.39916 threshold=-0.094929999999999987 -0.10919499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019579902652818223 -0.0098587443173756475 0.0018696023833098202 leaf_weight=1.6903783387970168 4.5601993428244887 45.511272354066136 leaf_count=43 112 2320 internal_value=0 0.000781844 internal_weight=0 50.0715 internal_count=2475 2432 is_linear=0 shrinkage=0.0204111 Tree=9071 num_leaves=3 num_cat=0 split_feature=45 31 split_gain=1.06347 1.09799 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019656878247675071 0.020099069172197739 -0.00083581677641866696 leaf_weight=1.0109094133804308 0.95318856486937775 51.885590819802815 leaf_count=17 68 2423 internal_value=0 -0.000416458 internal_weight=0 52.8388 internal_count=2508 2491 is_linear=0 shrinkage=0.0204111 Tree=9072 num_leaves=4 num_cat=0 split_feature=14 3 49 split_gain=1.51332 1.5001 0.0385466 threshold=0.062655000000000016 -0.10373499999999998 -0.0073549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001207067977996832 -0.00052098355781577787 -3.1205841378742953e-05 -0.0002561454230724763 leaf_weight=14.092073970305135 0.62027965792731266 38.89105675320684 0.57735828214026585 leaf_count=264 21 2122 60 internal_value=0 9.36814e-06 -0.000426126 internal_weight=0 52.9831 1.19764 internal_count=2467 2386 81 is_linear=0 shrinkage=0.000400217 Tree=9073 num_leaves=3 num_cat=0 split_feature=45 43 split_gain=1.19052 1.13207 threshold=-1.0000000180025095e-35 -0.083814999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038601518887206872 6.6425040687370169e-05 -6.0887500385594601e-05 leaf_weight=1.0440028275988869 15.576256669511393 38.930819302070859 leaf_count=19 617 1835 internal_value=0 -2.44443e-05 internal_weight=0 54.5071 internal_count=2471 2452 is_linear=0 shrinkage=0.000400217 Tree=9074 num_leaves=3 num_cat=0 split_feature=46 1 split_gain=1.13603 1.1178 threshold=0.081930000000000017 0.11588000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010570890396059067 -0.015407687754144169 0.0091039258768879135 leaf_weight=43.30378127557367 1.4265139157505462 8.5221209239812179 leaf_count=2113 46 300 internal_value=0 0.00239706 internal_weight=0 51.8259 internal_count=2459 2413 is_linear=0 shrinkage=0.0204111 Tree=9075 num_leaves=4 num_cat=0 split_feature=42 43 12 split_gain=1.22281 1.74947 0.951539 threshold=-1.0000000180025095e-35 -0.21368999999999996 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016250652897209176 0.014865315748195693 0.00041754240596651981 -0.018580523311112051 leaf_weight=3.5105766877168199 3.6770776483754153 44.592584426203302 2.1849363104711301 leaf_count=102 61 1729 589 internal_value=0 0.00155 -0.00836241 internal_weight=0 48.2697 5.69551 internal_count=2481 1790 691 is_linear=0 shrinkage=0.0204111 Tree=9076 num_leaves=4 num_cat=0 split_feature=42 133 39 split_gain=1.29295 1.71329 1.59493 threshold=0.084050000000000014 0.083810000000000009 0.083495000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039675864250567143 -0.0082409046931788011 0.012865020670483278 0.012384959863915183 leaf_weight=35.79929275010727 11.110498755728257 5.1563689155300372 1.712731263720342 leaf_count=1086 983 289 124 internal_value=0 0.00199732 -0.00540266 internal_weight=0 40.9557 12.8232 internal_count=2482 1375 1107 is_linear=0 shrinkage=0.0204111 Tree=9077 num_leaves=3 num_cat=0 split_feature=146 52 split_gain=1.36676 1.20312 threshold=0.10064500000000003 -0.24526499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021090851880029083 -0.00045850750229768346 4.1402275473291653e-05 leaf_weight=3.1142745791357802 0.83772319927811523 49.244245140778958 leaf_count=278 8 2151 internal_value=0 2.59768e-05 internal_weight=0 52.3585 internal_count=2437 2429 is_linear=0 shrinkage=0.000400217 Tree=9078 num_leaves=4 num_cat=0 split_feature=1 42 160 split_gain=1.36359 1.25591 0.703046 threshold=0.12541500000000003 -0.094924999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01570444081901801 -0.0036281398926452991 0.00065629738349043312 0.014140387570866841 leaf_weight=1.9300636625971481 1.1161424132160389 45.605442478476448 4.4250858312307164 leaf_count=199 62 2067 147 internal_value=0 -4.33337e-05 0.0105604 internal_weight=0 47.5355 5.54123 internal_count=2475 2266 209 is_linear=0 shrinkage=0.0204111 Tree=9079 num_leaves=3 num_cat=0 split_feature=0 38 split_gain=1.50355 1.36821 threshold=0.21217000000000003 0.10208000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.2854690927877441e-06 -0.00036479266761962041 -0.00043191684797412962 leaf_weight=50.462198391108586 1.7916243383806421 1.0502450637286518 leaf_count=2393 21 29 internal_value=0 -2.58643e-06 internal_weight=0 51.5124 internal_count=2443 2422 is_linear=0 shrinkage=0.000400217 Tree=9080 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=1.75696 1.01964 threshold=-0.52412999999999987 -0.4214949999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022182534762586872 -0.0099462903816885211 0.00089679193638569606 leaf_weight=1.4321876876347222 3.7912344275246133 48.492500668115667 leaf_count=19 148 2272 internal_value=0 9.09561e-05 internal_weight=0 52.2837 internal_count=2439 2420 is_linear=0 shrinkage=0.0204111 Tree=9081 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=1.06062 1.31027 threshold=-0.40274499999999996 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0194104827617976 -0.00031248327956387656 0.013490935832855266 leaf_weight=1.0283597612042275 49.405578240196292 2.9290991617153841 leaf_count=100 2212 133 internal_value=0 0.000487227 internal_weight=0 52.3347 internal_count=2445 2345 is_linear=0 shrinkage=0.0204111 Tree=9082 num_leaves=4 num_cat=0 split_feature=124 123 45 split_gain=1.4976 1.77218 1.25111 threshold=-0.043384999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011311488217944565 0.019577964349913719 0.018663190944361072 -0.0022326944209342396 leaf_weight=1.0252379680277943 1.0112770556006569 3.0512798031504644 45.749680828528767 leaf_count=45 18 158 2246 internal_value=0 0.0110237 -0.00171537 internal_weight=0 4.07652 46.761 internal_count=2467 203 2264 is_linear=0 shrinkage=0.0204111 Tree=9083 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=1.88066 1.752 1.40617 threshold=0.0063750000000000013 -0.0016099999999999997 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5503149213960199e-05 9.0394379247765301e-05 -0.00038062413066335522 -0.00022078627469032192 leaf_weight=24.773928930858805 23.167059457314284 2.8707702659912675 2.4772480541723771 leaf_count=1639 667 142 39 internal_value=0 -9.06646e-05 5.95051e-05 internal_weight=0 27.6447 25.6443 internal_count=2487 1781 706 is_linear=0 shrinkage=0.000400217 Tree=9084 num_leaves=3 num_cat=0 split_feature=148 130 split_gain=0.980426 1.24602 threshold=-0.084449999999999983 -0.093459999999999974 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015693034012203594 -0.023765392785452786 -2.7401659281010756e-05 leaf_weight=1.7063136404030945 0.82587971285101858 52.006629509718096 leaf_count=62 60 2382 internal_value=0 -0.00044795 internal_weight=0 52.8325 internal_count=2504 2442 is_linear=0 shrinkage=0.0204111 Tree=9085 num_leaves=3 num_cat=0 split_feature=1132 376 split_gain=1.09192 1.0527 threshold=-1.0000000180025095e-35 0.088470000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038324708157159976 2.1330520318401731e-05 0.00039226529760293745 leaf_weight=0.93200072171748516 52.067764326656743 1.1437424787109183 leaf_count=18 2421 37 internal_value=0 3.01104e-05 internal_weight=0 53.2115 internal_count=2476 2458 is_linear=0 shrinkage=0.000400217 Tree=9086 num_leaves=4 num_cat=0 split_feature=3 0 52 split_gain=1.84009 1.95703 1.24006 threshold=-0.10831999999999999 -0.061684999999999997 0.060835000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6902858715830348e-05 -6.6625344166530419e-05 0.00026034649374440208 8.8473207778247114e-05 leaf_weight=4.8143750728218029 29.902428853674792 8.5333128887577896 11.283539024358218 leaf_count=160 1374 157 774 internal_value=0 0.000146396 -2.4009e-05 internal_weight=0 13.3477 41.186 internal_count=2465 317 2148 is_linear=0 shrinkage=0.000400217 Tree=9087 num_leaves=4 num_cat=0 split_feature=16 132 150 split_gain=1.51715 2.0067 1.55248 threshold=-0.071899999999999978 0.082150000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013696968772983606 -0.0051101505503196752 0.012535697142991131 0.0050490005711515563 leaf_weight=1.879532638646199 24.042220821505456 2.9132363594253539 24.937681098512712 leaf_count=37 1193 112 1112 internal_value=0 -0.00315909 0.00368367 internal_weight=0 26.9555 26.8172 internal_count=2454 1305 1149 is_linear=0 shrinkage=0.0204111 Tree=9088 num_leaves=4 num_cat=0 split_feature=131 0 15 split_gain=1.5664 1.67024 0.824908 threshold=0.092225000000000015 -0.10566999999999999 -0.18239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8345387193603579e-05 0.00026261952199441 -7.6818489256979245e-05 -0.00039474038744160937 leaf_weight=23.556053506817534 0.27020423456133391 27.275191051563183 2.3706603131431612 leaf_count=409 42 1818 234 internal_value=0 -9.54475e-06 -0.000319536 internal_weight=0 50.8312 2.64086 internal_count=2503 2227 276 is_linear=0 shrinkage=0.000400217 Tree=9089 num_leaves=4 num_cat=0 split_feature=157 12 403 split_gain=1.27449 1.51433 1.29772 threshold=-0.08107499999999998 0.083325000000000024 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030045936829676656 -0.0002858824111745008 -0.00013923038555151244 -1.3683495053553396e-05 leaf_weight=3.9877574363563317 2.8852767710811795 1.7291813888248269 44.082118631471303 leaf_count=56 579 198 1638 internal_value=0 0.000167348 -3.10452e-05 internal_weight=0 5.71694 46.9674 internal_count=2471 254 2217 is_linear=0 shrinkage=0.000400217 Tree=9090 num_leaves=3 num_cat=0 split_feature=156 2 split_gain=1.33746 1.24619 threshold=0.11815500000000002 -0.10197499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028626679521266305 -0.00045161468525714191 8.3295739337968819e-06 leaf_weight=2.6167917726961596 0.85681318423803432 48.854737913513418 leaf_count=70 76 2313 internal_value=0 2.30505e-05 internal_weight=0 51.4715 internal_count=2459 2383 is_linear=0 shrinkage=0.000400217 Tree=9091 num_leaves=4 num_cat=0 split_feature=0 43 48 split_gain=1.34762 1.64412 0.949444 threshold=-0.23025999999999999 -0.18545499999999995 0.086095000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002727714943848777 0.00013215516520352128 -7.7066345306074259e-05 -5.3717637283314488e-06 leaf_weight=3.8790480799107163 7.0496270712883407 37.691319562288982 3.8653052240842953 leaf_count=48 155 2221 36 internal_value=0 -4.38527e-05 0.000135849 internal_weight=0 44.7409 7.74435 internal_count=2460 2376 84 is_linear=0 shrinkage=0.000400217 Tree=9092 num_leaves=4 num_cat=0 split_feature=1447 156 15 split_gain=1.35291 1.10146 0.102469 threshold=-1.0000000180025095e-35 0.11815500000000002 -0.47090499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6387538691655004e-05 6.4476351548069185e-06 -0.0004131547627657432 -0.00040056330559960773 leaf_weight=0.21813405863940705 49.378824268985227 0.91078533728887023 1.3941230668419837 leaf_count=5 2136 76 217 internal_value=0 -2.05265e-06 -0.000362597 internal_weight=0 50.2896 1.61226 internal_count=2434 2212 222 is_linear=0 shrinkage=0.000400217 Tree=9093 num_leaves=4 num_cat=0 split_feature=1213 133 475 split_gain=1.06725 1.0622 1.00282 threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016422491115260722 -0.019552969085494615 0.0023760771042046244 -0.017634381983841155 leaf_weight=0.34440992772579204 0.82698935833309306 48.405319263592673 1.9428714221498913 leaf_count=2 130 1903 388 internal_value=0 0.00196419 -0.0119791 internal_weight=0 49.2323 2.28728 internal_count=2423 2033 390 is_linear=0 shrinkage=0.0204111 Tree=9094 num_leaves=3 num_cat=0 split_feature=130 156 split_gain=1.09865 1.10417 threshold=-0.23984999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048970755104201804 -0.00037197873640182306 5.0041849675084642e-05 leaf_weight=0.51725078487652254 0.9007940017669388 53.990781837762142 leaf_count=12 134 2310 internal_value=0 4.23732e-05 internal_weight=0 54.8916 internal_count=2456 2444 is_linear=0 shrinkage=0.000400217 Tree=9095 num_leaves=4 num_cat=0 split_feature=124 456 39 split_gain=1.99945 1.65983 0.488131 threshold=-0.043384999999999993 0.085215000000000013 0.0095750000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.2327978182091956e-05 -1.138575571954433e-05 -0.00037153853435009643 0.00035692565187682776 leaf_weight=0.70790660788406912 49.431407043477748 2.0267972680940138 2.7508511293253832 leaf_count=35 2120 148 148 internal_value=0 -2.63471e-05 0.000283333 internal_weight=0 51.4582 3.45876 internal_count=2451 2268 183 is_linear=0 shrinkage=0.000400217 Tree=9096 num_leaves=4 num_cat=0 split_feature=51 147 48 split_gain=1.63183 1.43549 1.3513 threshold=0.077225000000000016 0.089365000000000014 0.093265000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2130011862595072e-05 4.1716681514847226e-05 0.0002485257007633036 0.00030715444143839698 leaf_weight=36.091388926803347 8.1319123959044628 2.8315699149679849 4.866949395995106 leaf_count=1952 294 91 105 internal_value=0 -2.03332e-05 0.000142875 internal_weight=0 38.923 12.9989 internal_count=2442 2043 399 is_linear=0 shrinkage=0.000400217 Tree=9097 num_leaves=3 num_cat=0 split_feature=3 10 split_gain=1.5239 1.2221 threshold=0.26577500000000004 0.058500000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.9362008890031809e-05 0.00037954300469775703 0.00032528098346253065 leaf_weight=49.379981574928479 1.4787411848301406 1.4952687599834451 leaf_count=2337 108 46 internal_value=0 -1.82473e-05 internal_weight=0 50.8753 internal_count=2491 2383 is_linear=0 shrinkage=0.000400217 Tree=9098 num_leaves=4 num_cat=0 split_feature=457 15 13 split_gain=1.3441 2.37814 1.44572 threshold=0.078435000000000019 -0.073334999999999997 -0.083424999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9885432325155058e-05 0.00031497454592240107 -0.00010945685934281654 -8.4517418940744187e-05 leaf_weight=14.575364434717356 5.0080429105873918 3.5255412165870421 28.611881934381699 leaf_count=702 84 110 1566 internal_value=0 0.000140479 -3.23617e-05 internal_weight=0 8.53358 43.1872 internal_count=2462 194 2268 is_linear=0 shrinkage=0.000400217 Tree=9099 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=1.3947 1.45135 threshold=-0.094929999999999987 0.16288000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032557537683936162 3.6483950658624937e-05 -0.00023821855868915695 leaf_weight=1.8377004539652251 48.762803936006094 3.176529527689012 leaf_count=46 2105 287 internal_value=0 1.92073e-05 internal_weight=0 51.9393 internal_count=2438 2392 is_linear=0 shrinkage=0.000400217 Tree=9100 num_leaves=4 num_cat=0 split_feature=0 133 15 split_gain=1.36203 1.36512 1.3553 threshold=-0.018054999999999998 -0.0056849999999999991 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010998537358409458 0.019688158874323083 0.00063972491713985499 0.0032649911876194517 leaf_weight=4.6637198640114539 2.6443474183379285 34.68274787798623 8.9684050621181068 leaf_count=630 87 1517 205 internal_value=0 -0.000767048 0.00715702 internal_weight=0 39.3465 11.6128 internal_count=2439 2147 292 is_linear=0 shrinkage=0.0204111 Tree=9101 num_leaves=4 num_cat=0 split_feature=12 457 12 split_gain=1.40652 1.38633 0.2509 threshold=0.11610500000000001 -1.0000000180025095e-35 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002021548950550776 -0.00045636241730227111 3.1267729606384122e-05 -0.00015610467280995562 leaf_weight=4.3361872417299301 0.99235851379808027 48.564232518695917 1.04671435208661 leaf_count=196 50 2126 65 internal_value=0 1.17478e-05 -0.00031838 internal_weight=0 52.9004 2.03907 internal_count=2437 2322 115 is_linear=0 shrinkage=0.000400217 Tree=9102 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.56265 1.27627 threshold=0.29113500000000009 0.088765000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.7246931472546471e-05 0.00032762356866502347 -0.00026704284522404369 leaf_weight=49.655398617903757 2.552116274717263 2.3661957360102397 leaf_count=2214 28 200 internal_value=0 1.33164e-05 internal_weight=0 52.0216 internal_count=2442 2414 is_linear=0 shrinkage=0.000400217 Tree=9103 num_leaves=3 num_cat=0 split_feature=14 42 split_gain=1.23189 1.00964 threshold=0.076175000000000007 -0.40186499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00042566192313683556 -0.00037091676440403372 1.6052665507947255e-05 leaf_weight=0.73063809704035421 1.2931141539675071 50.834729014096638 leaf_count=8 78 2382 internal_value=0 8.88523e-06 internal_weight=0 51.5654 internal_count=2468 2390 is_linear=0 shrinkage=0.000400217 Tree=9104 num_leaves=4 num_cat=0 split_feature=15 49 2 split_gain=1.06363 2.43754 1.57838 threshold=0.082725000000000007 -0.14750499999999997 0.14062000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020170989437908924 0.00829643505577949 -0.018801918966061783 0.016725602694435848 leaf_weight=45.910196500420057 2.1927448322821874 3.4099275616486002 2.4298938667384382 leaf_count=1472 40 826 120 internal_value=0 -0.00824155 0.00106904 internal_weight=0 5.60267 48.3401 internal_count=2458 866 1592 is_linear=0 shrinkage=0.0204111 Tree=9105 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=1.10954 1.2376 threshold=-0.22597999999999999 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036064902548061458 2.6460327351369682e-05 -0.00010146684000967005 leaf_weight=1.122267059094155 30.997858616841768 19.73432846066703 leaf_count=18 804 1598 internal_value=0 -2.3416e-05 internal_weight=0 50.7322 internal_count=2420 2402 is_linear=0 shrinkage=0.000400217 Tree=9106 num_leaves=4 num_cat=0 split_feature=52 15 1 split_gain=1.47848 1.60286 1.23908 threshold=-0.049149999999999992 0.048235000000000007 0.14000500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013830555348828816 -5.0483626813388917e-05 -0.00030628208929207824 0.00036245786075176978 leaf_weight=16.794462383806835 33.414078361692418 1.3022544479954365 1.0947123058876957 leaf_count=677 1641 77 65 internal_value=0 0.000104626 -3.62541e-05 internal_weight=0 18.0967 34.5088 internal_count=2460 754 1706 is_linear=0 shrinkage=0.000400217 Tree=9107 num_leaves=4 num_cat=0 split_feature=4 0 151 split_gain=1.51983 1.29966 0.754121 threshold=0.27626000000000001 -0.062109999999999992 -0.096544999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3041914673729696e-05 -0.00014398821026570183 6.7154843528548119e-05 0.00023304606629290377 leaf_weight=28.552529138487103 0.91347807727288444 16.692299351077963 5.8518780484173467 leaf_count=1843 22 374 232 internal_value=0 -2.12806e-05 0.000180622 internal_weight=0 45.2448 6.76536 internal_count=2471 2217 254 is_linear=0 shrinkage=0.000400217 Tree=9108 num_leaves=4 num_cat=0 split_feature=52 484 39 split_gain=1.79534 1.43809 0.495158 threshold=-0.24526499999999998 -0.082244999999999985 0.15438500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019813979551242537 -0.018211403443934602 0.0014398386568808064 0.0033929756234018296 leaf_weight=2.2048429609317277 1.4877292748465141 51.561623821776379 0.42321103252470482 leaf_count=281 204 2022 4 internal_value=0 0.000851538 -0.0160909 internal_weight=0 53.0494 2.62805 internal_count=2511 2226 285 is_linear=0 shrinkage=0.0204111 Tree=9109 num_leaves=4 num_cat=0 split_feature=150 457 160 split_gain=1.21322 1.35913 1.16202 threshold=0.11235000000000002 -0.15747999999999998 0.088920000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035386132006931254 1.2729084544001262e-05 -1.3214777156307314e-05 0.00044092869798145957 leaf_weight=1.5591038783022657 2.0477855194694707 48.581592780606343 1.9144507722812703 leaf_count=21 90 2334 9 internal_value=0 -1.03769e-06 0.000226056 internal_weight=0 50.1407 3.96224 internal_count=2454 2355 99 is_linear=0 shrinkage=0.000400217 Tree=9110 num_leaves=3 num_cat=0 split_feature=151 130 split_gain=1.1971 1.1602 threshold=-0.27336999999999995 -0.083549999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018215942988439728 -0.016938409528821981 0.0011387221304916279 leaf_weight=1.3343224447717137 1.4119290846174397 50.393108057779045 leaf_count=58 84 2309 internal_value=0 0.000610568 internal_weight=0 51.805 internal_count=2451 2393 is_linear=0 shrinkage=0.0204111 Tree=9111 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.00538 1.33703 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018866002722313115 0.027001091706195586 0.00035646500072579181 leaf_weight=0.99861452743789314 0.68464303016662498 52.37896375707578 leaf_count=221 1 2221 internal_value=0 0.000756373 internal_weight=0 53.0636 internal_count=2443 2222 is_linear=0 shrinkage=0.0204111 Tree=9112 num_leaves=4 num_cat=0 split_feature=12 1 42 split_gain=1.2613 1.96617 1.22817 threshold=0.084045000000000022 0.10776500000000001 0.08401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020485758124571879 -0.0071999167085531803 0.0063706991912304703 0.013651297284351674 leaf_weight=28.478955145855252 13.766698958806161 6.4444337358145267 4.2858939704165087 leaf_count=632 1477 149 189 internal_value=0 -0.00286159 0.00360762 internal_weight=0 20.2111 32.7648 internal_count=2447 1626 821 is_linear=0 shrinkage=0.0204111 Tree=9113 num_leaves=3 num_cat=0 split_feature=1446 456 split_gain=1.06583 1.03962 threshold=0.090050000000000005 0.085215000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023730260563913619 -0.019458796791126946 -0.011468452869549688 leaf_weight=48.935418667627687 0.89615071208777308 2.2599032309408349 leaf_count=2173 119 162 internal_value=0 0.00173833 internal_weight=0 51.1953 internal_count=2454 2335 is_linear=0 shrinkage=0.0204111 Tree=9114 num_leaves=3 num_cat=0 split_feature=1373 31 split_gain=1.0203 0.975339 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019993062269458104 -0.021029908826375638 -0.00045610927934491927 leaf_weight=0.8781166661037777 0.87421684478613215 52.251640540107132 leaf_count=67 19 2403 internal_value=0 -7.67951e-05 internal_weight=0 53.1298 internal_count=2489 2470 is_linear=0 shrinkage=0.0204111 Tree=9115 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=1.15096 1.37941 threshold=-0.036024999999999995 0.092135000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019968706532551523 -0.0055025023082621704 0.0012322702893983073 leaf_weight=0.92263662052664486 22.805195818236143 28.263483880349099 leaf_count=70 1415 1005 internal_value=0 -0.00178066 internal_weight=0 51.0687 internal_count=2490 2420 is_linear=0 shrinkage=0.0204111 Tree=9116 num_leaves=4 num_cat=0 split_feature=11 13 48 split_gain=0.933296 1.27132 0.662094 threshold=0.081365000000000007 -0.084024999999999975 0.082665000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064093522527741845 -0.0018885009342544141 -0.00073460811290701857 -0.019844163773213963 leaf_weight=14.492828762834959 2.0656921249956208 35.792073221934515 1.3812843026632888 leaf_count=699 98 1650 27 internal_value=0 0.00133405 -0.0094817 internal_weight=0 50.2849 3.44698 internal_count=2474 2349 125 is_linear=0 shrinkage=0.0204111 Tree=9117 num_leaves=4 num_cat=0 split_feature=456 49 2 split_gain=1.1444 1.42262 0.685144 threshold=0.087485000000000021 -0.14917999999999998 0.11474000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028583428812155586 -0.00041246633030045968 -9.4550989714779962e-07 4.7881189029621259e-05 leaf_weight=2.822666746666072 1.5316069256878102 49.57582790274671 0.72472675732569758 leaf_count=61 112 2291 26 internal_value=0 1.50796e-05 -0.000269331 internal_weight=0 52.3985 2.25633 internal_count=2490 2352 138 is_linear=0 shrinkage=0.000400217 Tree=9118 num_leaves=4 num_cat=0 split_feature=481 15 159 split_gain=1.07392 1.02093 0.217783 threshold=-0.0079799999999999992 0.084050000000000014 -0.092474999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001271327504479671 0.0016933425595775826 -0.0076589281218459072 -0.020958954178501438 leaf_weight=0.24545777062667173 46.160835693448462 5.3227959873593127 1.05996771210357 leaf_count=38 1467 731 233 internal_value=0 0.000711906 -0.0172973 internal_weight=0 51.4836 1.30543 internal_count=2469 2198 271 is_linear=0 shrinkage=0.0204111 Tree=9119 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=1.60955 1.56001 1.21586 threshold=0.097940000000000013 -0.23025999999999999 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012297866790806703 0.00030031184820131625 -0.00012184543845478605 2.1912969219647881e-05 leaf_weight=4.8684716229145151 2.7981793142384985 25.958306649323049 18.565401464100887 leaf_count=44 75 1697 679 internal_value=0 -8.28752e-05 5.9753e-05 internal_weight=0 30.8268 21.3636 internal_count=2495 1741 754 is_linear=0 shrinkage=0.000400217 Tree=9120 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=1.51054 1.09761 threshold=-0.40306999999999998 -0.40446999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038605648378162459 -0.00035897829278325346 2.0850901276946025e-05 leaf_weight=1.4631232488709418 1.1366794034315706 50.718510788625736 leaf_count=258 191 2047 internal_value=0 1.17694e-05 internal_weight=0 51.8552 internal_count=2496 2238 is_linear=0 shrinkage=0.000400217 Tree=9121 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=1.20657 4.33253 1.0673 threshold=1.0000000180025095e-35 0.10812000000000001 0.13754500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020389529183716749 2.033841364623546e-05 0.00032171577982249828 0.00028679868576675182 leaf_weight=11.961206167650515 35.120795376575643 3.0656740651465944 2.475116149913446 leaf_count=1235 1069 15 119 internal_value=0 -9.50776e-05 3.86803e-05 internal_weight=0 15.0269 37.5959 internal_count=2438 1250 1188 is_linear=0 shrinkage=0.000400217 Tree=9122 num_leaves=4 num_cat=0 split_feature=12 148 3 split_gain=1.56236 1.79182 1.50434 threshold=0.09864500000000001 -1.0000000180025095e-35 -0.097754999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0069535150310226466 0.016730469688494023 -0.014061750378397672 -0.0012461645802289592 leaf_weight=12.570649536716131 0.82011357430747001 5.459305830844527 35.081641543439218 leaf_count=256 22 359 1823 internal_value=0 -0.00981754 0.000928136 internal_weight=0 6.27942 47.6523 internal_count=2460 381 2079 is_linear=0 shrinkage=0.0204111 Tree=9123 num_leaves=4 num_cat=0 split_feature=2 47 12 split_gain=1.65935 2.15713 1.12001 threshold=0.12347500000000002 0.092530000000000015 0.099035000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9638008789758991e-06 0.00026159348848342067 -0.00024872191656368897 -0.00014964921769887473 leaf_weight=40.453979264468671 4.8115894788497817 7.0195268532452237 1.2724027268759526 leaf_count=2005 166 217 78 internal_value=0 -4.57692e-05 0.000174436 internal_weight=0 47.4735 6.08399 internal_count=2466 2222 244 is_linear=0 shrinkage=0.000400217 Tree=9124 num_leaves=3 num_cat=0 split_feature=38 16 split_gain=1.24376 1.07311 threshold=0.10386000000000002 -0.35278499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.005315765163461131 -0.020012934145523291 0.0022817686353364857 leaf_weight=9.3312150900123907 1.0980039164523976 43.012560934582666 leaf_count=313 30 2135 internal_value=0 0.000918917 internal_weight=0 52.3438 internal_count=2478 2448 is_linear=0 shrinkage=0.0204111 Tree=9125 num_leaves=3 num_cat=0 split_feature=15 15 split_gain=1.1364 1.40444 threshold=0.18141000000000002 0.097210000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017004424006443703 0.014808865983718791 -0.020159522227911838 leaf_weight=49.519366147362689 2.0172969264531266 1.345377169817765 leaf_count=2203 33 230 internal_value=0 -0.000410773 internal_weight=0 50.8647 internal_count=2466 2433 is_linear=0 shrinkage=0.0204111 Tree=9126 num_leaves=4 num_cat=0 split_feature=4 403 3 split_gain=1.14939 1.4811 1.2278 threshold=0.27626000000000001 -0.088654999999999984 0.11439500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020356435248638005 0.013708665377388803 0.00030404029052536808 -0.0037495266828096868 leaf_weight=1.3816576533208706 5.1454480998636418 44.842653553937225 2.4057792259718553 leaf_count=305 184 1869 91 internal_value=0 -0.000361204 0.00817307 internal_weight=0 46.2243 7.55123 internal_count=2449 2174 275 is_linear=0 shrinkage=0.0204111 Tree=9127 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=1.22183 1.57856 1.29856 threshold=-0.15094499999999997 -0.11689999999999999 0.12024000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012449095110566043 -0.016576196752708213 0.00031532993766925202 -0.012253846481493826 leaf_weight=5.6511521827205788 2.3248591084645787 42.516286083326804 0.95501821069046844 leaf_count=273 93 2101 17 internal_value=0 -0.000599544 0.00873321 internal_weight=0 44.8411 6.60617 internal_count=2484 2194 290 is_linear=0 shrinkage=0.0204111 Tree=9128 num_leaves=4 num_cat=0 split_feature=52 15 15 split_gain=1.57433 1.94019 1.60935 threshold=-0.049149999999999992 -0.082879999999999995 0.048235000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012974351308937289 -0.00019419067796635223 1.3360456756268468e-05 -0.00029085469866190476 leaf_weight=16.721389631994501 10.435892585193413 22.784947489093611 1.4899200816262226 leaf_count=677 477 1219 78 internal_value=0 -5.22723e-05 9.37661e-05 internal_weight=0 33.2208 18.2113 internal_count=2451 1696 755 is_linear=0 shrinkage=0.000400217 Tree=9129 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=1.35906 2.17103 1.68486 threshold=0.083960000000000021 0.084805000000000019 -0.23058999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014594720431230108 0.00054509907630561814 2.9599404037550167e-05 -9.6985418586268261e-05 leaf_weight=5.2311098193167664 1.3524363440810692 12.452052366959377 31.966925807710144 leaf_count=55 23 748 1590 internal_value=0 8.40827e-05 -6.24867e-05 internal_weight=0 13.8045 37.198 internal_count=2416 771 1645 is_linear=0 shrinkage=0.000400217 Tree=9130 num_leaves=3 num_cat=0 split_feature=457 0 split_gain=1.19829 1.61806 threshold=0.41022000000000008 -0.10191999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0043046373541029944 -0.018359074334217549 -0.0030267710142293873 leaf_weight=23.300070946504093 1.3513666362268839 26.900568851453272 leaf_count=463 21 1960 internal_value=0 0.000378028 internal_weight=0 50.2006 internal_count=2444 2423 is_linear=0 shrinkage=0.0204111 Tree=9131 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=1.83565 2.22002 1.34221 threshold=0.099705000000000002 0.11129000000000001 -0.42441999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9423606821518521e-05 -0.00030761285384559879 -0.00044475628266589425 0.00010263654948936494 leaf_weight=27.021733711264464 1.2643845973871091 2.3773495870522074 18.390773070430441 leaf_count=1512 60 287 566 internal_value=0 -8.29582e-05 7.46529e-05 internal_weight=0 29.3991 19.6552 internal_count=2425 1799 626 is_linear=0 shrinkage=0.000400217 Tree=9132 num_leaves=4 num_cat=0 split_feature=14 48 2 split_gain=1.17837 1.45924 0.0560225 threshold=0.076175000000000007 -0.064549999999999982 0.090905000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020608178212660832 -0.00051624384934105506 -3.990238752402866e-05 -0.00024642769703309294 leaf_weight=4.0930374394156379 0.5525914261197602 47.468540446748648 0.64826176516976375 leaf_count=118 49 2263 27 internal_value=0 -1.99716e-05 -0.000404028 internal_weight=0 51.5616 1.20085 internal_count=2457 2381 76 is_linear=0 shrinkage=0.000400217 Tree=9133 num_leaves=4 num_cat=0 split_feature=51 16 44 split_gain=1.24163 1.99477 1.42001 threshold=0.084705000000000016 -0.072114999999999985 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.5329187094223971e-05 0.00024480491182124291 -0.00010155100098740192 -0.00050580001372708603 leaf_weight=42.517314211138228 6.8536296013700166 4.2313050290272241 0.89727260639483475 leaf_count=2090 215 143 27 internal_value=0 0.000112902 -3.65349e-05 internal_weight=0 11.0849 43.4146 internal_count=2475 358 2117 is_linear=0 shrinkage=0.000400217 Tree=9134 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=1.83337 3.29924 1.94537 threshold=-0.10674499999999999 -0.075969999999999996 0.11228 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.006302989462334002 -0.016126256027706922 -0.00037589235591521555 -0.0066020085882079263 leaf_weight=19.071587952032136 7.3741193358065429 21.342805109753499 6.419844807102435 leaf_count=308 1226 779 141 internal_value=0 -0.0044673 0.00303829 internal_weight=0 28.7169 25.4914 internal_count=2454 2005 449 is_linear=0 shrinkage=0.0204111 Tree=9135 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=1.08439 1.11244 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019249369874751572 -0.0066748103761037807 0.0022223642072832662 leaf_weight=1.003257544709071 6.599487106659125 45.853195616956782 leaf_count=227 679 1606 internal_value=0 0.00109111 internal_weight=0 52.4527 internal_count=2512 2285 is_linear=0 shrinkage=0.0204111 Tree=9136 num_leaves=3 num_cat=0 split_feature=31 16 split_gain=0.956407 0.963128 threshold=-1.0000000180025095e-35 -0.0087549999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038953510883231132 -5.6581423156734505e-05 5.1739203844352524e-05 leaf_weight=0.85118173463615576 32.397364497659623 21.968531619174428 leaf_count=67 1566 816 internal_value=0 -1.27941e-05 internal_weight=0 54.3659 internal_count=2449 2382 is_linear=0 shrinkage=0.000400217 Tree=9137 num_leaves=4 num_cat=0 split_feature=15 1 15 split_gain=1.13366 1.93885 1.21335 threshold=0.091545000000000015 0.11174500000000002 -0.095804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0038461813669377174 -0.022486045171024156 0.0066173115285059298 0.0030933801063404605 leaf_weight=14.968791148619173 2.1818077962805087 1.5622745094005948 34.444872431472504 leaf_count=508 375 27 1553 internal_value=0 -0.0105027 0.000987249 internal_weight=0 3.74408 49.4137 internal_count=2463 402 2061 is_linear=0 shrinkage=0.0204111 Tree=9138 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=1.08897 1.0689 threshold=-0.40274499999999996 0.13429500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019265779172243504 0.00089176776627506252 0.012849722978401581 leaf_weight=0.94605918351862683 49.016349483687009 3.2154950498011194 leaf_count=90 2225 161 internal_value=0 0.00165383 internal_weight=0 52.2318 internal_count=2476 2386 is_linear=0 shrinkage=0.0204111 Tree=9139 num_leaves=3 num_cat=0 split_feature=1375 4 split_gain=1.21339 1.25466 threshold=-0.53764999999999985 0.28064000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042329969358865876 -6.264746991307606e-05 0.00010651566123509898 leaf_weight=0.83712361328070883 40.770034593917217 8.3737749790852813 leaf_count=5 2198 277 internal_value=0 -3.36466e-05 internal_weight=0 49.1438 internal_count=2480 2475 is_linear=0 shrinkage=0.000400217 Tree=9140 num_leaves=3 num_cat=0 split_feature=0 155 split_gain=1.78652 1.28418 threshold=0.21217000000000003 0.088610000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018380748301187332 -0.020172201260701909 -0.020691940173877977 leaf_weight=49.047949569474781 1.5469302668207081 0.96553203835253398 leaf_count=2267 18 147 internal_value=0 0.00135787 internal_weight=0 50.0135 internal_count=2432 2414 is_linear=0 shrinkage=0.0204111 Tree=9141 num_leaves=3 num_cat=0 split_feature=0 157 split_gain=1.04371 1.07683 threshold=0.21217000000000003 -0.084489999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025293389921371521 -0.00026462219273059375 3.1974291448035379e-05 leaf_weight=2.1095861701161303 2.0434300224442259 48.983774859741061 leaf_count=199 22 2225 internal_value=0 1.96834e-05 internal_weight=0 51.0934 internal_count=2446 2424 is_linear=0 shrinkage=0.000400217 Tree=9142 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=1.18383 1.35544 threshold=0.18800000000000003 0.38845000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00055570230747783349 0.015039308088038415 -0.012918881962753145 leaf_weight=46.705329357870824 2.0638877465098622 3.2195769730178645 leaf_count=2210 22 247 internal_value=0 -0.000340216 internal_weight=0 49.9249 internal_count=2479 2457 is_linear=0 shrinkage=0.0204111 Tree=9143 num_leaves=4 num_cat=0 split_feature=13 0 3 split_gain=1.25321 1.09928 0.39654 threshold=-0.37809499999999996 0.39041500000000007 0.18307500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023062660383194643 -0.0018498086068200429 0.021287211772508571 0.016001320499106953 leaf_weight=1.4866997489007183 46.754975829916248 0.75989464204758306 2.2148405444045238 leaf_count=16 2356 5 100 internal_value=0 -0.00143061 0.01073 internal_weight=0 47.5149 3.70154 internal_count=2477 2361 116 is_linear=0 shrinkage=0.0204111 Tree=9144 num_leaves=3 num_cat=0 split_feature=0 1429 split_gain=1.76715 1.29009 threshold=0.21217000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023622359191819996 -0.020033438338515595 0.0013914451919895393 leaf_weight=0.76248842153370233 1.6170813455100859 49.003726048922999 leaf_count=117 20 2320 internal_value=0 0.000956031 internal_weight=0 49.7662 internal_count=2457 2437 is_linear=0 shrinkage=0.0204111 Tree=9145 num_leaves=4 num_cat=0 split_feature=2 0 49 split_gain=1.5616 2.22616 0.302808 threshold=0.14062000000000005 0.21217000000000003 0.14321000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001908111203048491 0.019337030142480002 -0.025242481751215604 0.0040641585049723868 leaf_weight=48.384142965277761 1.8029110891366138 1.4124518439057272 0.85336095320235461 leaf_count=2298 104 18 25 internal_value=0 -0.000956424 0.0147933 internal_weight=0 49.7966 2.65627 internal_count=2445 2316 129 is_linear=0 shrinkage=0.0204111 Tree=9146 num_leaves=4 num_cat=0 split_feature=15 15 3 split_gain=1.09714 1.48274 0.483399 threshold=-0.37478999999999996 -0.19301999999999997 -0.15136999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069314826087717195 -0.016740486726830071 0.0019122326100081267 0.017772745130035471 leaf_weight=0.76203900788095813 1.7317307001612778 48.226336601678213 2.3935947145428136 leaf_count=19 79 2208 150 internal_value=0 0.00122967 0.0134426 internal_weight=0 49.9581 3.15563 internal_count=2456 2287 169 is_linear=0 shrinkage=0.0204111 Tree=9147 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=0.940744 1.23758 threshold=-0.40186499999999997 -0.16648499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041558889405862791 0.00020982171995016728 2.2423550841596134e-05 leaf_weight=0.60748456986493593 6.3269389922334076 46.081589993681405 leaf_count=8 169 2312 internal_value=0 4.5446e-05 internal_weight=0 52.4085 internal_count=2489 2481 is_linear=0 shrinkage=0.000400217 Tree=9148 num_leaves=4 num_cat=0 split_feature=131 39 150 split_gain=1.38267 2.18152 1.2135 threshold=0.085815000000000016 0.084535000000000013 0.079825000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012870178032492973 -0.019996759850563629 0.011005344435891582 0.0061849792588693844 leaf_weight=36.703278837619905 3.1811091877298159 1.2429339629816238 11.898157336479128 leaf_count=1815 341 41 284 internal_value=0 -0.0112301 0.00055222 internal_weight=0 4.42404 48.6014 internal_count=2481 382 2099 is_linear=0 shrinkage=0.0204111 Tree=9149 num_leaves=4 num_cat=0 split_feature=457 403 49 split_gain=1.15506 1.18567 0.949627 threshold=-1.0000000180025095e-35 -0.092224999999999988 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01734145468690669 -0.017520602659799569 0.0022239961987988647 0.0028213797199660101 leaf_weight=2.4142367956883395 1.1909729990147742 47.016831925235806 1.5378704141330661 leaf_count=139 297 1963 50 internal_value=0 0.00169674 -0.00963399 internal_weight=0 48.2078 3.95211 internal_count=2449 2260 189 is_linear=0 shrinkage=0.0204111 Tree=9150 num_leaves=4 num_cat=0 split_feature=457 49 12 split_gain=1.71299 1.76225 0.880096 threshold=-0.0046349999999999994 -0.10919499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011609254642788188 -0.00023343843105164968 4.027297637577897e-05 -0.00033305825453325342 leaf_weight=0.81315118854399759 3.9914645395183461 46.00671674500677 3.3784050673166339 leaf_count=18 91 2174 183 internal_value=0 1.79492e-05 -0.000245171 internal_weight=0 49.9982 4.19156 internal_count=2466 2265 201 is_linear=0 shrinkage=0.000400217 Tree=9151 num_leaves=4 num_cat=0 split_feature=16 39 1374 split_gain=1.01235 1.84375 0.986306 threshold=0.3935300000000001 0.16946000000000003 -0.094929999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025625116896706173 -0.00039216274220635881 0.00037092931999705922 2.1474872663206784e-05 leaf_weight=2.0299973656001375 2.2484598436112715 0.55044990777969349 46.738513410144378 leaf_count=44 229 2 2148 internal_value=0 -0.000233593 9.35398e-06 internal_weight=0 2.79891 48.7685 internal_count=2423 231 2192 is_linear=0 shrinkage=0.000400217 Tree=9152 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=0.967222 0.993871 threshold=0.076175000000000007 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013056928456405284 -0.015663032840854744 0.0014158385592780132 leaf_weight=1.9485726957645955 1.4135456797426957 48.745406773088348 leaf_count=43 75 2342 internal_value=0 0.000831986 internal_weight=0 50.694 internal_count=2460 2385 is_linear=0 shrinkage=0.0204111 Tree=9153 num_leaves=4 num_cat=0 split_feature=131 39 49 split_gain=1.08304 1.1654 0.873125 threshold=0.092225000000000015 0.087735000000000021 0.11012500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032277062643303408 -0.020218232230413403 0.0084115537885108265 0.0086386522161920436 leaf_weight=46.725371552733122 1.9947865021658793 0.75144984969665518 4.9030292784100302 leaf_count=2004 245 17 187 internal_value=0 -0.0123617 0.000545127 internal_weight=0 2.74624 51.6284 internal_count=2453 262 2191 is_linear=0 shrinkage=0.0204111 Tree=9154 num_leaves=4 num_cat=0 split_feature=41 156 16 split_gain=1.21607 1.11815 0.590397 threshold=0.07831500000000001 0.11659000000000001 -0.5315899999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3083685383849053e-05 2.7179663812044617e-05 -0.00039476666294957421 -0.00034392489245831884 leaf_weight=47.474647177631027 0.94661047993577119 0.93653249007093009 2.2475699709657411 leaf_count=2223 18 88 101 internal_value=0 1.41079e-05 -0.00023675 internal_weight=0 48.4112 3.19418 internal_count=2430 2311 119 is_linear=0 shrinkage=0.000400217 Tree=9155 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=1.44026 2.18789 1.42265 threshold=-0.0087549999999999989 0.21217000000000003 -0.10946999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8575320123575794e-05 0.00024058508793734851 -0.0007057106035281126 2.3647377294532037e-06 leaf_weight=30.288585530352297 5.0321731296298848 0.75018507475033303 18.311027182591715 leaf_count=1595 80 7 797 internal_value=0 -7.66965e-05 5.4622e-05 internal_weight=0 31.0388 23.3432 internal_count=2479 1602 877 is_linear=0 shrinkage=0.000400217 Tree=9156 num_leaves=4 num_cat=0 split_feature=16 0 52 split_gain=1.25412 2.84252 1.48425 threshold=0.0051750000000000008 0.12558000000000005 0.09828000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.66214021278594e-05 4.3290691554613143e-06 -0.00059880179625482058 0.00027872680273401693 leaf_weight=33.539578682802812 12.962161655489128 1.3944965300470347 4.0638708096284963 leaf_count=1815 538 22 94 internal_value=0 -6.09039e-05 7.1217e-05 internal_weight=0 34.9341 17.026 internal_count=2469 1837 632 is_linear=0 shrinkage=0.000400217 Tree=9157 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=1.00621 1.20092 threshold=-0.40274499999999996 0.13507500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037676033197225613 1.058687062635163e-05 0.00039965494314162057 leaf_weight=0.93206619731972651 53.17302049597788 1.190115940364193 leaf_count=93 2372 27 internal_value=0 1.99083e-05 internal_weight=0 54.3631 internal_count=2492 2399 is_linear=0 shrinkage=0.000400217 Tree=9158 num_leaves=3 num_cat=0 split_feature=44 2 split_gain=1.03412 1.05923 threshold=1.0000000180025095e-35 0.097360000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0017919982434676904 -0.018804689165536896 0.0042087984866853115 leaf_weight=29.138829067319875 1.0437338976189483 20.983778231106498 leaf_count=1620 42 735 internal_value=0 0.000724011 internal_weight=0 50.1226 internal_count=2397 2355 is_linear=0 shrinkage=0.0204111 Tree=9159 num_leaves=4 num_cat=0 split_feature=457 484 51 split_gain=1.30174 1.38802 0.471008 threshold=0.092360000000000012 -1.0000000180025095e-35 0.091805000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01441045543709271 0.0039847185933843997 -7.4124652416056764e-05 0.018906332065833281 leaf_weight=2.8926693180324028 1.8263827869304798 44.256619638063398 1.7404359239153562 leaf_count=391 76 1961 22 internal_value=0 -0.000985733 0.0116196 internal_weight=0 47.1493 3.56682 internal_count=2450 2352 98 is_linear=0 shrinkage=0.0204111 Tree=9160 num_leaves=4 num_cat=0 split_feature=483 1210 16 split_gain=1.04133 1.07838 0.0468337 threshold=-0.06916499999999999 -0.080364999999999978 -0.063814999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013041606297662501 -0.00039934776318005624 3.0785369144301516e-05 -0.00042892961066162547 leaf_weight=0.23629784903459949 0.83935166944502171 50.923122666917152 0.7186453807144052 leaf_count=45 117 2217 107 internal_value=0 2.29637e-05 -0.000376502 internal_weight=0 51.7625 0.954943 internal_count=2486 2334 152 is_linear=0 shrinkage=0.000400217 Tree=9161 num_leaves=4 num_cat=0 split_feature=4 3 48 split_gain=1.67208 2.49268 2.1178 threshold=0.005935000000000001 -0.097754999999999995 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1423036278206401e-05 0.00010258299816171949 -0.0001687849617967237 -0.00032879350303375687 leaf_weight=9.9547942401966356 21.907857005452232 17.371075421767955 1.8786719508934755 leaf_count=262 669 1510 39 internal_value=0 -7.76741e-05 6.71318e-05 internal_weight=0 27.3259 23.7865 internal_count=2480 1772 708 is_linear=0 shrinkage=0.000400217 Tree=9162 num_leaves=4 num_cat=0 split_feature=11 43 1 split_gain=1.07946 1.30373 0.322237 threshold=0.088215000000000002 -0.063379999999999978 0.11392000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0047011284336926362 -0.020835378679798702 -0.0022036137778055414 -0.0050604883380200453 leaf_weight=17.625881337732153 1.1711635298195227 31.737539230241737 1.0933527520392088 leaf_count=1041 55 1303 28 internal_value=0 0.000266878 -0.0138162 internal_weight=0 49.3634 2.26452 internal_count=2427 2344 83 is_linear=0 shrinkage=0.0204111 Tree=9163 num_leaves=4 num_cat=0 split_feature=1429 130 157 split_gain=1.03745 0.967958 0.30391 threshold=-1.0000000180025095e-35 -0.23984999999999998 -0.092234999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039741362661110279 -0.024231131639471756 0.0019360772049094766 -0.026896280715669272 leaf_weight=0.22059543239504364 0.48440039341221464 50.181940321285651 0.58416495539404323 leaf_count=36 15 2290 86 internal_value=0 0.00163302 -0.02028 internal_weight=0 50.6663 0.80476 internal_count=2427 2305 122 is_linear=0 shrinkage=0.0204111 Tree=9164 num_leaves=4 num_cat=0 split_feature=0 15 15 split_gain=1.38203 2.20133 2.0565 threshold=-0.10674499999999999 -0.032264999999999995 -0.095804999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.7178973803057843e-05 6.2595225387319546e-05 -0.00016492571274334851 0.00015752791308067189 leaf_weight=10.362621743842853 11.36264754712022 16.71811433153789 13.857917110812194 leaf_count=205 786 1247 250 internal_value=0 -7.29783e-05 5.72168e-05 internal_weight=0 28.0808 24.2205 internal_count=2488 2033 455 is_linear=0 shrinkage=0.000400217 Tree=9165 num_leaves=3 num_cat=0 split_feature=43 0 split_gain=1.26847 1.26186 threshold=-0.50992999999999988 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01445261555374182 0.0036179261831647482 -0.002713112395830317 leaf_weight=2.6492825537970921 24.599732359501559 27.839339313510663 leaf_count=43 420 2031 internal_value=0 0.000258226 internal_weight=0 52.4391 internal_count=2494 2451 is_linear=0 shrinkage=0.0204111 Tree=9166 num_leaves=4 num_cat=0 split_feature=3 47 42 split_gain=1.54368 1.5475 1.32003 threshold=-0.12077499999999998 0.086380000000000012 0.077855000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010849098797155598 -0.0010793633517533145 -0.010824683812021663 -0.0028257864139544734 leaf_weight=6.8600377175947624 30.151260204923688 8.6605636655585823 5.0205372844648082 leaf_count=156 1911 284 103 internal_value=0 -0.00327884 0.00509789 internal_weight=0 38.8118 11.8806 internal_count=2454 2195 259 is_linear=0 shrinkage=0.0204111 Tree=9167 num_leaves=4 num_cat=0 split_feature=403 46 1 split_gain=1.01971 1.16956 0.22513 threshold=0.090880000000000016 0.084955000000000017 0.095285000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024186267162832446 -0.019970079887551253 -0.019574179036651079 0.00076738008746749377 leaf_weight=49.241490075377442 0.98928880296898458 0.91734226368134741 0.26188240666306228 leaf_count=2249 164 32 25 internal_value=0 0.0019737 -0.015923 internal_weight=0 50.1588 1.25117 internal_count=2470 2281 189 is_linear=0 shrinkage=0.0204111 Tree=9168 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.42423 2.17125 1.87694 threshold=-0.10674499999999999 -0.075969999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0048669936041617632 -0.012417168434381197 4.2256686664433528e-05 -0.014148829699834199 leaf_weight=23.278563956717338 8.0311041349151555 20.484627904955232 2.2744468783652101 leaf_count=418 1248 790 30 internal_value=0 -0.00350163 0.00312007 internal_weight=0 28.5157 25.553 internal_count=2486 2038 448 is_linear=0 shrinkage=0.0204111 Tree=9169 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.20505 1.53178 threshold=-0.15747999999999998 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032779802880022714 -0.0002565432678842942 1.8360716502767708e-05 leaf_weight=1.7474841210787406 3.3691036011605311 48.083284511933698 leaf_count=31 171 2266 internal_value=0 -1.57978e-07 internal_weight=0 51.4524 internal_count=2468 2437 is_linear=0 shrinkage=0.000400217 Tree=9170 num_leaves=4 num_cat=0 split_feature=131 131 131 split_gain=1.15116 1.26083 0.480857 threshold=0.10340500000000001 0.092410000000000006 0.10370500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9692376070555253e-06 0.027435352406396562 -0.018765376432280531 0.0063945397949851865 leaf_weight=47.887239360693457 0.69549719699716561 1.4269884149221059 1.2473054082092856 leaf_count=2157 3 97 167 internal_value=0 -0.000580432 0.0150114 internal_weight=0 49.3142 1.9428 internal_count=2424 2254 170 is_linear=0 shrinkage=0.0204111 Tree=9171 num_leaves=4 num_cat=0 split_feature=1 13 48 split_gain=1.33441 1.42934 1.20345 threshold=0.10439500000000002 -0.49274999999999997 -0.097454999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015439845560580643 -0.016568671085232901 -0.0031537902853366389 0.0059113389688504291 leaf_weight=1.7116603260801628 0.94438065194117626 31.414853469265154 17.614567440594783 leaf_count=14 15 1918 516 internal_value=0 -0.00214427 0.00467493 internal_weight=0 33.1265 18.5589 internal_count=2463 1932 531 is_linear=0 shrinkage=0.0204111 Tree=9172 num_leaves=4 num_cat=0 split_feature=403 156 1 split_gain=1.27538 0.926275 0.0342518 threshold=0.090880000000000016 -1.0000000180025095e-35 0.089790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036655211990668465 -0.00039238377225591953 3.7050648810067351e-05 -0.00012567373019822266 leaf_weight=0.81552859301746039 1.047232086571056 52.482252447259725 0.23015460388251074 leaf_count=131 171 2182 40 internal_value=0 3.01195e-05 -0.00035833 internal_weight=0 53.2978 1.27739 internal_count=2524 2313 211 is_linear=0 shrinkage=0.000400217 Tree=9173 num_leaves=4 num_cat=0 split_feature=159 1 159 split_gain=1.13036 1.72632 1.4941 threshold=0.091305000000000011 0.111945 0.088255000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013075393489338644 -0.018206186146482943 0.0093580072713495641 0.019298740458715609 leaf_weight=48.461613356697853 2.7010746308648086 1.3415881533696845 1.8918960772871276 leaf_count=2154 170 108 37 internal_value=0 -0.00905312 0.00202483 internal_weight=0 4.04266 50.3535 internal_count=2469 278 2191 is_linear=0 shrinkage=0.0204111 Tree=9174 num_leaves=4 num_cat=0 split_feature=1429 2 1429 split_gain=1.08642 0.977154 0.0684442 threshold=-1.0000000180025095e-35 0.13538500000000001 -0.091739999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015772339055578194 -2.4077029030793543e-05 0.00018030725545073651 -0.00053336741181390847 leaf_weight=0.22896477813378624 47.819338493280839 3.9527594526407475 0.54171596591186144 leaf_count=53 2164 179 68 internal_value=0 -8.11701e-06 -0.000455931 internal_weight=0 51.7721 0.770681 internal_count=2464 2343 121 is_linear=0 shrinkage=0.000400217 Tree=9175 num_leaves=4 num_cat=0 split_feature=52 43 3 split_gain=1.02763 1.23553 1.13725 threshold=-0.29521499999999995 -0.18545499999999995 -0.51735999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017856223855669057 0.01040578483015882 0.00066819462063238424 -0.018305374867033083 leaf_weight=0.34957551956176791 6.0923189146606083 43.57275379475891 1.8624209868858077 leaf_count=1 155 2040 264 internal_value=0 0.00188341 -0.0120056 internal_weight=0 49.6651 2.212 internal_count=2460 2195 265 is_linear=0 shrinkage=0.0204111 Tree=9176 num_leaves=3 num_cat=0 split_feature=43 151 split_gain=1.69727 1.01978 threshold=0.2506000000000001 -0.27336999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030397765091557695 -0.00045366433339268336 4.0051868201070878e-05 leaf_weight=1.3074410488698038 1.072728424595083 50.904136331905647 leaf_count=57 148 2258 internal_value=0 3.08049e-05 internal_weight=0 52.2116 internal_count=2463 2315 is_linear=0 shrinkage=0.000400217 Tree=9177 num_leaves=4 num_cat=0 split_feature=3 50 0 split_gain=1.05638 1.52134 0.921082 threshold=0.18307500000000002 0.083640000000000006 -0.13314999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011863823322887834 -0.00050225997584070654 -0.012175598679601746 0.021913308905606381 leaf_weight=45.788274345254081 1.3195510256337004 3.7355249696795445 1.6851884330080782 leaf_count=1896 51 431 68 internal_value=0 0.000153311 0.012405 internal_weight=0 49.5238 3.00474 internal_count=2446 2327 119 is_linear=0 shrinkage=0.0204111 Tree=9178 num_leaves=4 num_cat=0 split_feature=1 47 1 split_gain=1.5507 1.41809 1.11703 threshold=0.12419000000000001 0.11893500000000001 0.14763000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011731111984956252 0.014327675637326946 -0.023602078743474086 -0.0052977452686048723 leaf_weight=43.113728427615115 4.4326727807856505 1.0959833402957873 1.5787381061468293 leaf_count=2169 165 40 59 internal_value=0 -0.00178736 0.00917095 internal_weight=0 44.2097 6.01141 internal_count=2433 2209 224 is_linear=0 shrinkage=0.0204111 Tree=9179 num_leaves=3 num_cat=0 split_feature=1429 133 split_gain=1.27567 1.10425 threshold=-1.0000000180025095e-35 -0.26719999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049640131099337671 -0.0004464811114428102 2.7582996281657138e-06 leaf_weight=0.7470752732742757 0.77933337400850078 52.35234824754184 leaf_count=119 141 2218 internal_value=0 -4.75619e-06 internal_weight=0 53.1317 internal_count=2478 2359 is_linear=0 shrinkage=0.000400217 Tree=9180 num_leaves=3 num_cat=0 split_feature=14 38 split_gain=1.17497 1.19812 threshold=-0.46885499999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019069384798746987 0.0015696621470429957 -0.013838749712745964 leaf_weight=1.1418967616664293 50.026265675999184 2.0829021832250865 leaf_count=36 2378 48 internal_value=0 0.000925407 internal_weight=0 52.1092 internal_count=2462 2426 is_linear=0 shrinkage=0.0204111 Tree=9181 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=1.07765 1.21968 threshold=0.30863500000000005 0.085215000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010650093626515774 0.019059705553827626 -0.013759310776975203 leaf_weight=48.703110650919825 1.2057866274667493 2.3152892039170174 leaf_count=2226 100 143 internal_value=0 0.000363603 internal_weight=0 51.0184 internal_count=2469 2369 is_linear=0 shrinkage=0.0204111 Tree=9182 num_leaves=3 num_cat=0 split_feature=457 43 split_gain=1.28202 1.3688 threshold=-0.15747999999999998 -0.50913499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01443025632350217 0.012059226375179664 -0.0030567675333391243 leaf_weight=1.8904944632376999 2.5299028099561829 45.820403606248533 leaf_count=30 43 2397 internal_value=0 -0.0022398 internal_weight=0 48.3503 internal_count=2470 2440 is_linear=0 shrinkage=0.0204111 Tree=9183 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=1.17741 1.18939 threshold=-0.47860499999999995 -0.046074999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023257658489265711 -0.00042998021005195066 -8.2551580476073939e-06 leaf_weight=3.0951536452475912 0.98415077062963874 47.33227967011544 leaf_count=66 26 2389 internal_value=0 -1.78195e-05 internal_weight=0 48.3164 internal_count=2481 2415 is_linear=0 shrinkage=0.000400217 Tree=9184 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=1.21326 1.49523 threshold=0.27190000000000009 -0.18545499999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025718725105525816 -0.00034003307047267923 1.3014364272719859e-05 leaf_weight=4.2802240447363138 1.3173964240386329 47.214090945925363 leaf_count=116 40 2291 internal_value=0 3.38241e-05 internal_weight=0 51.4943 internal_count=2447 2407 is_linear=0 shrinkage=0.000400217 Tree=9185 num_leaves=4 num_cat=0 split_feature=2 52 1 split_gain=1.09741 1.19592 0.629131 threshold=0.14062000000000005 0.11588000000000002 0.11771500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9288029202406393e-06 -6.9211628904597574e-05 -0.00021040102143787988 0.00032030778757204245 leaf_weight=45.314330017033171 0.87757988305747803 5.0992580332522257 2.2365319345199168 leaf_count=2002 34 359 111 internal_value=0 -2.88294e-05 0.000211946 internal_weight=0 50.4136 3.11411 internal_count=2506 2361 145 is_linear=0 shrinkage=0.000400217 Tree=9186 num_leaves=4 num_cat=0 split_feature=1 1 52 split_gain=1.30938 1.54438 0.62761 threshold=0.13662500000000002 0.13075500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041002275373172884 0.00058599644338117008 -0.020416548878174071 0.019763985407574403 leaf_weight=46.288840054286538 1.1383478142033712 1.5535532459034573 1.8129296273091302 leaf_count=2270 52 56 87 internal_value=0 -0.00110583 0.0126586 internal_weight=0 47.8424 2.95128 internal_count=2465 2326 139 is_linear=0 shrinkage=0.0204111 Tree=9187 num_leaves=3 num_cat=0 split_feature=146 484 split_gain=1.47847 1.11287 threshold=0.096005000000000021 -0.082244999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014114553296094234 -0.023917516867570831 0.0023087842890664591 leaf_weight=1.6668306116584961 0.83814036380499501 52.123399286385393 leaf_count=247 11 2228 internal_value=0 0.0017716 internal_weight=0 53.7902 internal_count=2486 2475 is_linear=0 shrinkage=0.0204111 Tree=9188 num_leaves=4 num_cat=0 split_feature=43 124 4 split_gain=1.41514 1.0721 0.0819464 threshold=0.21983500000000003 -0.043384999999999993 0.10992500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0091210025651821854 -0.025199691432404994 -0.0016192480745481662 -0.0081306034563949341 leaf_weight=4.1039970392539535 0.91987295451713069 47.432177349567382 0.29241363146866206 leaf_count=204 137 2154 25 internal_value=0 -0.000746047 -0.0221181 internal_weight=0 51.5362 1.21229 internal_count=2520 2358 162 is_linear=0 shrinkage=0.0204111 Tree=9189 num_leaves=4 num_cat=0 split_feature=16 3 457 split_gain=2.19698 1.18398 1.15958 threshold=0.26538000000000006 -0.32415499999999992 0.092360000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3533728156704118e-05 0.017762742130890224 -0.017751190028992374 0.010979134742436451 leaf_weight=43.509930664131844 0.34528863430023182 3.7593884294910813 4.2903520556137655 leaf_count=2085 1 307 97 internal_value=0 -0.0143714 0.000996474 internal_weight=0 4.10468 47.8003 internal_count=2490 308 2182 is_linear=0 shrinkage=0.0204111 Tree=9190 num_leaves=4 num_cat=0 split_feature=15 4 52 split_gain=2.34316 1.98458 1.66351 threshold=0.048235000000000007 0.23716000000000004 -0.077699999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0058486619756793635 -0.018176759241926275 0.010725464580459079 -0.0031068749597843088 leaf_weight=12.077332226394558 5.6832405140810343 1.1159606468281706 29.578478263221996 leaf_count=553 908 11 997 internal_value=0 -0.0133361 -0.000501664 internal_weight=0 6.7992 41.6558 internal_count=2469 919 1550 is_linear=0 shrinkage=0.0204111 Tree=9191 num_leaves=3 num_cat=0 split_feature=52 456 split_gain=1.46369 1.3087 threshold=-0.40306999999999998 0.087015000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019476027734637823 0.0022450181877202995 -0.014462977984038065 leaf_weight=1.3019619787255567 48.744691377714275 1.9235435251057413 leaf_count=253 2066 113 internal_value=0 0.00158023 internal_weight=0 50.6682 internal_count=2432 2179 is_linear=0 shrinkage=0.0204111 Tree=9192 num_leaves=3 num_cat=0 split_feature=1375 1 split_gain=1.07777 1.13813 threshold=-0.53764999999999985 0.12541500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02135124046686868 -0.0021754180393045762 0.0074484718682169904 leaf_weight=0.80239249020814796 42.412976059621315 5.709779364241057 leaf_count=3 2233 216 internal_value=0 -0.0010189 internal_weight=0 48.1228 internal_count=2452 2449 is_linear=0 shrinkage=0.0204111 Tree=9193 num_leaves=4 num_cat=0 split_feature=52 52 148 split_gain=1.48229 1.90896 1.0033 threshold=0.070205000000000017 0.084805000000000019 0.090290000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013656894627482124 0.022842668944009478 0.002449362127355859 -0.02111631333250533 leaf_weight=37.683893120999187 2.1845576940613674 11.649480483677619 0.99195440669427526 leaf_count=1608 60 781 23 internal_value=0 0.00582725 -0.00193175 internal_weight=0 13.834 38.6758 internal_count=2472 841 1631 is_linear=0 shrinkage=0.0204111 Tree=9194 num_leaves=4 num_cat=0 split_feature=133 160 1 split_gain=1.1883 1.39477 1.20326 threshold=0.099280000000000021 -0.40446999999999994 0.10124500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020842099741132412 -0.023018549461760768 0.0020274186541831816 0.0075817389901520005 leaf_weight=1.0261452900335815 1.5351025633935926 47.418726621799578 0.72632538144716807 leaf_count=157 345 1929 48 internal_value=0 0.00149606 -0.0132963 internal_weight=0 48.4449 2.26143 internal_count=2479 2086 393 is_linear=0 shrinkage=0.0204111 Tree=9195 num_leaves=3 num_cat=0 split_feature=9 1374 split_gain=1.01743 0.994139 threshold=0.09055500000000001 -0.094929999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012517617831047472 -0.013144207167022729 0.0022005993811401122 leaf_weight=1.8783340034642595 1.9055949512257928 49.339294457273809 leaf_count=46 52 2379 internal_value=0 0.0016347 internal_weight=0 51.2176 internal_count=2477 2425 is_linear=0 shrinkage=0.0204111 Tree=9196 num_leaves=4 num_cat=0 split_feature=124 123 456 split_gain=1.32203 1.47407 1.32955 threshold=-0.043384999999999993 1.0000000180025095e-35 0.085215000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019269197290520832 2.3426792058703639e-06 0.00037911179808399983 -0.00034595349673081411 leaf_weight=0.89055453153105135 48.012404099373043 2.7250420503560235 1.7100935561893482 leaf_count=45 2148 154 140 internal_value=0 0.000236714 -1.03866e-05 internal_weight=0 3.6156 49.7225 internal_count=2487 199 2288 is_linear=0 shrinkage=0.000400217 Tree=9197 num_leaves=4 num_cat=0 split_feature=156 1132 474 split_gain=1.29408 1.25173 1.21541 threshold=0.086945000000000008 -1.0000000180025095e-35 0.085295000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021700575265421369 -0.021052507773177871 0.0017667824350849153 -0.0004150114855561733 leaf_weight=0.8556474027573121 2.0829347875871909 44.906266668286207 2.603944524693361 leaf_count=16 194 2111 119 internal_value=0 0.0012761 -0.0098639 internal_weight=0 45.7619 4.68688 internal_count=2440 2127 313 is_linear=0 shrinkage=0.0204111 Tree=9198 num_leaves=4 num_cat=0 split_feature=484 150 2 split_gain=1.33672 1.89644 1.20916 threshold=-0.0068949999999999992 0.094605000000000009 0.12105000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020776523756306758 0.0010496061104845395 0.012564698328003308 0.010930708970548236 leaf_weight=2.2995835408287344 44.037948692114355 0.92027747450629238 5.7374153321829899 leaf_count=385 1853 16 237 internal_value=0 -0.0111452 0.00221054 internal_weight=0 3.21986 49.7754 internal_count=2491 401 2090 is_linear=0 shrinkage=0.0204111 Tree=9199 num_leaves=4 num_cat=0 split_feature=3 15 43 split_gain=1.52657 1.08354 0.211468 threshold=0.18307500000000002 0.19004500000000002 0.055170000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2476601438717852e-05 0.00019183037593381661 0.00027705413358653273 0.0004503595348448526 leaf_weight=48.241189381482286 1.6487653415861125 1.9032323106039246 0.92076630010888028 leaf_count=2349 87 23 24 internal_value=0 -1.0516e-05 0.000299409 internal_weight=0 50.1444 2.56953 internal_count=2483 2372 111 is_linear=0 shrinkage=0.000400217 Tree=9200 num_leaves=4 num_cat=0 split_feature=456 49 150 split_gain=1.08756 1.2419 1.00513 threshold=0.084065000000000015 -0.14917999999999998 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012959864670142677 -0.022659491187020004 -0.00049760082533333114 0.006298354129030433 leaf_weight=2.9317352338293849 1.5256052168015224 46.452686746399763 0.65959485640632909 leaf_count=65 114 2232 45 internal_value=0 0.000328819 -0.0140377 internal_weight=0 49.3844 2.1852 internal_count=2456 2297 159 is_linear=0 shrinkage=0.0204111 Tree=9201 num_leaves=3 num_cat=0 split_feature=1132 483 split_gain=1.1903 1.01916 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019596302992073048 0.0027622734961285176 -0.0095636200442876969 leaf_weight=0.96800171514041622 48.753103118850845 2.8557996776130485 leaf_count=21 2132 319 internal_value=0 0.00206099 internal_weight=0 51.6089 internal_count=2472 2451 is_linear=0 shrinkage=0.0204111 Tree=9202 num_leaves=4 num_cat=0 split_feature=456 16 47 split_gain=1.29252 1.67951 0.370967 threshold=0.088355000000000003 -0.51097999999999988 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012031484779956095 -0.00472163389484603 -0.00023651678338887803 -0.024037884288322812 leaf_weight=5.1053353069837604 0.77946390712531755 42.650370432779027 0.97032921769277891 leaf_count=122 67 2268 27 internal_value=0 0.00110007 -0.0162347 internal_weight=0 47.7557 1.74979 internal_count=2484 2390 94 is_linear=0 shrinkage=0.0204111 Tree=9203 num_leaves=4 num_cat=0 split_feature=43 0 43 split_gain=1.26848 1.43448 1.27931 threshold=-0.063379999999999978 -0.061889999999999994 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010963341006797111 -0.017575895958145869 0.010136855450046134 -0.0017900201517522096 leaf_weight=11.088100492803962 2.2035930486215447 8.1302851470773003 28.604869551132651 leaf_count=926 472 185 886 internal_value=0 0.00368703 -0.00297867 internal_weight=0 19.2184 30.8085 internal_count=2469 1111 1358 is_linear=0 shrinkage=0.0204111 Tree=9204 num_leaves=4 num_cat=0 split_feature=3 0 43 split_gain=1.23464 1.71467 1.41206 threshold=0.14121000000000003 -0.11749 -0.074459999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9506457750140049e-05 -0.0001306305726607552 0.00036305437946426364 -9.1599352888671519e-05 leaf_weight=19.177813018413644 1.7234008514869854 2.9074725719328844 27.556064563616587 leaf_count=975 70 75 1337 internal_value=0 0.000180581 -3.37149e-05 internal_weight=0 4.63087 46.7339 internal_count=2457 145 2312 is_linear=0 shrinkage=0.000400217 Tree=9205 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=1.11276 1.30834 0.0357078 threshold=0.14753000000000002 0.13194500000000003 0.14541000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9686507465527913e-06 0.00036275937054038189 -0.0002733576244733553 0.00017854828662926451 leaf_weight=47.124986879187418 1.102440461165769 2.6513960789716284 0.64613242472114496 leaf_count=2240 81 87 22 internal_value=0 -5.70269e-06 0.000309531 internal_weight=0 49.7764 1.74857 internal_count=2430 2327 103 is_linear=0 shrinkage=0.000400217 Tree=9206 num_leaves=4 num_cat=0 split_feature=42 39 160 split_gain=1.12032 1.27997 1.24537 threshold=-1.0000000180025095e-35 0.16946000000000003 -0.082244999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010770330474805412 -0.0069552614553696776 0.01909176949985417 0.002779002332573366 leaf_weight=5.5853083411726621 6.2260087672955242 0.56536667048931111 40.262397713619521 leaf_count=674 419 2 1374 internal_value=0 -0.00773316 0.00146175 internal_weight=0 6.15068 46.4884 internal_count=2469 676 1793 is_linear=0 shrinkage=0.0204111 Tree=9207 num_leaves=4 num_cat=0 split_feature=156 1373 0 split_gain=0.917166 0.895031 0.586834 threshold=0.11896500000000002 0.09586500000000002 -0.15211999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023575481099745994 -0.031000994007696486 -0.017003482568796892 -0.0011163670967490197 leaf_weight=51.852510344899429 0.46602663323574234 0.90342267952655575 0.5365798338470984 leaf_count=2380 3 21 76 internal_value=0 0.00199069 -0.016726 internal_weight=0 52.7559 1.00261 internal_count=2480 2401 79 is_linear=0 shrinkage=0.0204111 Tree=9208 num_leaves=4 num_cat=0 split_feature=456 42 2 split_gain=1.4489 1.23721 0.545033 threshold=0.087485000000000021 0.091705000000000023 0.11466000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002410970522898894 -0.024367606815354905 -0.0074812160734411522 -0.00016849495321764494 leaf_weight=44.928599276369027 1.1849215550118959 5.855259603821195 0.55537126744457044 leaf_count=1823 101 500 28 internal_value=0 0.00125648 -0.0171221 internal_weight=0 50.7839 1.74029 internal_count=2452 2323 129 is_linear=0 shrinkage=0.0204111 Tree=9209 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.02332 1.31574 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003798090312217576 -1.9363309793664463e-05 -0.00041584942411333943 leaf_weight=0.88250400312244792 49.199981387387993 1.266801452134813 leaf_count=9 2345 82 internal_value=0 -3.02143e-05 internal_weight=0 50.4668 internal_count=2436 2427 is_linear=0 shrinkage=0.000400217 Tree=9210 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=1.41156 1.98645 1.511 threshold=0.10423500000000001 0.18307500000000002 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0040230654411214624 0.0091333040010179532 0.022526068992021555 -0.0029905419851794851 leaf_weight=30.744841013603381 10.330486494358412 1.1101503428071726 7.1862607232151268 leaf_count=1897 360 5 169 internal_value=0 -0.00302217 0.00417208 internal_weight=0 31.855 17.5167 internal_count=2431 1902 529 is_linear=0 shrinkage=0.0204111 Tree=9211 num_leaves=4 num_cat=0 split_feature=49 42 133 split_gain=1.30864 1.48216 1.26888 threshold=-0.085949999999999985 0.083925000000000013 0.10637000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029894121467074054 3.1141864539362475e-05 0.00011576043389534838 -0.00032378263596106072 leaf_weight=4.425356400308373 44.754352067813329 1.9123570466908857 1.561938665215165 leaf_count=87 1956 64 337 internal_value=0 -0.000173971 1.84207e-05 internal_weight=0 6.33771 46.3163 internal_count=2444 151 2293 is_linear=0 shrinkage=0.000400217 Tree=9212 num_leaves=3 num_cat=0 split_feature=146 1 split_gain=1.07308 1.2725 threshold=0.10064500000000003 0.13130500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.8619261462251279e-07 -0.00039985894098045334 0.0002343287352784406 leaf_weight=50.590608380183312 0.89602037519216438 3.8833050203147641 leaf_count=2282 7 180 internal_value=0 1.68853e-05 internal_weight=0 54.4739 internal_count=2469 2462 is_linear=0 shrinkage=0.000400217 Tree=9213 num_leaves=4 num_cat=0 split_feature=42 49 49 split_gain=0.997384 1.52028 1.38573 threshold=0.10146500000000001 -0.081919999999999979 -0.10919499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0099755466464333184 0.016018631934351355 -0.016543172628282386 0.0025720665298789203 leaf_weight=3.8859733053759546 0.66315806563943658 2.6903457164712554 44.406803038489898 leaf_count=101 9 267 2064 internal_value=0 -0.00979454 0.00154166 internal_weight=0 3.3535 48.2928 internal_count=2441 276 2165 is_linear=0 shrinkage=0.0204111 Tree=9214 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.06012 1.30451 threshold=-0.15747999999999998 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016110497911226013 -0.012927488187325493 0.00076249448291777874 leaf_weight=1.6329855791118451 2.975891240242162 47.511514539215341 leaf_count=28 164 2262 internal_value=0 -7.12581e-05 internal_weight=0 50.4874 internal_count=2454 2426 is_linear=0 shrinkage=0.0204111 Tree=9215 num_leaves=4 num_cat=0 split_feature=43 157 11 split_gain=1.50589 2.20077 1.73007 threshold=-0.063379999999999978 -0.072409999999999988 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060973821700593175 0.011390645427669108 -0.0047362996031806385 -0.015653186468362924 leaf_weight=18.313952688669136 3.9050936273321204 28.913016413240598 1.5541205076369795 leaf_count=1052 105 1261 44 internal_value=0 -0.00278512 0.00431782 internal_weight=0 32.8181 19.8681 internal_count=2462 1366 1096 is_linear=0 shrinkage=0.0204111 Tree=9216 num_leaves=4 num_cat=0 split_feature=43 8 11 split_gain=1.20177 1.67178 1.2834 threshold=-0.063379999999999978 1.0000000180025095e-35 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0051452198891957096 -0.0035491064675098804 0.01930145607266329 -0.0156510342682631 leaf_weight=18.717554426862538 30.778265046301954 1.2836542064469529 1.2154627033505665 leaf_count=1072 1328 35 42 internal_value=0 -0.00257026 0.00379678 internal_weight=0 32.0619 19.933 internal_count=2477 1363 1114 is_linear=0 shrinkage=0.0204111 Tree=9217 num_leaves=3 num_cat=0 split_feature=31 52 split_gain=1.14048 0.972977 threshold=-1.0000000180025095e-35 -0.08130999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039364431264234692 6.8608687621731626e-05 -5.5427394124383198e-05 leaf_weight=0.95102968224182305 13.329332084638734 41.078520952271333 leaf_count=79 587 1859 internal_value=0 -2.49614e-05 internal_weight=0 54.4079 internal_count=2525 2446 is_linear=0 shrinkage=0.000400217 Tree=9218 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=1.31877 1.38812 0.730536 threshold=0.14198000000000002 0.084965000000000013 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9386453480004552e-05 0.00036964549437893025 -0.00025017563481705049 -5.4006760267723618e-05 leaf_weight=45.338688919529886 2.3925591166151885 3.168754658427587 0.84618900723580726 leaf_count=2203 133 70 55 internal_value=0 1.24169e-06 0.000260852 internal_weight=0 48.5074 3.23875 internal_count=2461 2273 188 is_linear=0 shrinkage=0.000400217 Tree=9219 num_leaves=4 num_cat=0 split_feature=1 131 47 split_gain=1.34551 1.28978 0.0892352 threshold=0.14039500000000002 0.092620000000000022 0.14828500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065085411562728279 0.020895635335864252 -0.014589317008280483 0.0093400071444151318 leaf_weight=46.690041068026972 1.1199206254727858 2.3218309339754333 0.75453254766762246 leaf_count=2134 85 239 7 internal_value=0 -0.000102724 0.0170328 internal_weight=0 49.0119 1.87445 internal_count=2465 2373 92 is_linear=0 shrinkage=0.0204111 Tree=9220 num_leaves=4 num_cat=0 split_feature=12 0 12 split_gain=1.13537 1.02335 0.740821 threshold=0.11610500000000001 0.11939500000000002 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029035334956959325 -0.027994375740323284 -0.0061800649411903191 -0.0033198778564572265 leaf_weight=43.976656559922162 0.7469876113032109 5.7468791433930155 1.3236691998366721 leaf_count=2225 45 102 74 internal_value=0 0.00184216 -0.0132006 internal_weight=0 49.7235 2.07066 internal_count=2446 2327 119 is_linear=0 shrinkage=0.0204111 Tree=9221 num_leaves=4 num_cat=0 split_feature=2 52 2 split_gain=1.14574 1.69958 1.38623 threshold=0.098240000000000008 -0.088089999999999988 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025808016381637089 0.00035133496980167193 -1.8208289982271891e-05 2.1628264501057267e-05 leaf_weight=5.7248125320652461 2.1704068366398159 25.086947852086041 19.621833863651318 leaf_count=313 60 1392 676 internal_value=0 -6.35495e-05 5.60936e-05 internal_weight=0 30.8118 21.7922 internal_count=2441 1705 736 is_linear=0 shrinkage=0.000400217 Tree=9222 num_leaves=3 num_cat=0 split_feature=9 1444 split_gain=1.20017 1.17499 threshold=-0.036024999999999995 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020015954660014702 0.01835409501587431 -0.0024664827345191637 leaf_weight=0.94288647610119269 1.0450011969442119 48.82542946338117 leaf_count=75 26 2391 internal_value=0 -0.00199006 internal_weight=0 49.8704 internal_count=2492 2417 is_linear=0 shrinkage=0.0204111 Tree=9223 num_leaves=3 num_cat=0 split_feature=1132 52 split_gain=1.20434 1.10282 threshold=-1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041759263728561935 -0.00036971783508735022 2.6967731091653553e-05 leaf_weight=0.92285543805337411 1.0357388528000218 51.586178274928102 leaf_count=19 229 2197 internal_value=0 1.83915e-05 internal_weight=0 52.6219 internal_count=2445 2426 is_linear=0 shrinkage=0.000400217 Tree=9224 num_leaves=4 num_cat=0 split_feature=1213 15 475 split_gain=0.96254 1.03233 0.931077 threshold=-1.0000000180025095e-35 -0.095804999999999987 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031636268797759714 -5.8490278371519382e-05 6.6267132444860791e-05 -0.00034109733095423733 leaf_weight=0.32582001388072979 14.593513959625282 38.25744049363368 1.8639884308995525 leaf_count=2 471 1634 381 internal_value=0 3.17676e-05 -0.000232644 internal_weight=0 52.851 2.18981 internal_count=2488 2105 383 is_linear=0 shrinkage=0.000400217 Tree=9225 num_leaves=3 num_cat=0 split_feature=483 43 split_gain=1.30818 1.07131 threshold=-1.0000000180025095e-35 0.095890000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040555266414025424 -2.4272091705572312e-05 0.00016971522799743386 leaf_weight=1.2305539278581807 46.643600300523531 4.9408559759190203 leaf_count=175 2086 226 internal_value=0 -5.36428e-06 internal_weight=0 51.5845 internal_count=2487 2312 is_linear=0 shrinkage=0.000400217 Tree=9226 num_leaves=4 num_cat=0 split_feature=43 474 43 split_gain=1.27437 1.9034 1.11382 threshold=-0.063379999999999978 0.084660000000000027 -0.076364999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.7337338297250617e-05 -9.5393160999204799e-05 0.00020839194779400245 0.00036348826290644577 leaf_weight=17.607525014150728 28.764387358769795 3.6241214932106223 1.7465350664601818 leaf_count=984 1229 98 159 internal_value=0 -6.08002e-05 6.86911e-05 internal_weight=0 32.3885 19.3541 internal_count=2470 1327 1143 is_linear=0 shrinkage=0.000400217 Tree=9227 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=1.3562 1.23147 threshold=-0.094929999999999987 0.092360000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035537268612350579 7.7926560436334932e-06 0.00029677336594197167 leaf_weight=1.4609700020955632 48.145338823438806 2.3722959102642553 leaf_count=42 2378 68 internal_value=0 2.19894e-05 internal_weight=0 50.5176 internal_count=2488 2446 is_linear=0 shrinkage=0.000400217 Tree=9228 num_leaves=4 num_cat=0 split_feature=376 16 43 split_gain=0.963489 1.18209 1.07391 threshold=0.048375000000000008 0.40721000000000002 -0.090214999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4913703794336117e-05 -9.7408841426110441e-05 0.0001825120321468516 0.0003339018084205763 leaf_weight=46.84097031427109 1.4843060185812649 3.2038870358337581 2.1734800661433828 leaf_count=2103 19 216 111 internal_value=0 -4.87014e-05 0.000161184 internal_weight=0 50.0449 3.65779 internal_count=2449 2319 130 is_linear=0 shrinkage=0.000400217 Tree=9229 num_leaves=4 num_cat=0 split_feature=14 0 2 split_gain=1.16368 1.29631 0.118512 threshold=0.076175000000000007 -0.10674499999999999 0.093045000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031740158582979944 -0.026240446071877716 -0.0034199785653743655 -0.010804336710283528 leaf_weight=22.083921825425932 0.588558095454913 28.093975884722909 0.6831428004911686 leaf_count=366 53 2026 26 internal_value=0 -0.000517273 -0.0194937 internal_weight=0 50.1779 1.2717 internal_count=2471 2392 79 is_linear=0 shrinkage=0.0204111 Tree=9230 num_leaves=4 num_cat=0 split_feature=484 38 13 split_gain=1.33607 1.24352 0.281614 threshold=-0.082244999999999985 0.10386000000000002 -0.14960499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.2831288603822217e-05 2.6635084971815017e-05 -0.00038739801961379589 -0.00042433506972969415 leaf_weight=0.16346732735473768 48.347162839630755 1.078684035281184 1.2476934863811937 leaf_count=13 2185 27 222 internal_value=0 1.67439e-05 -0.000363815 internal_weight=0 49.4258 1.41116 internal_count=2447 2212 235 is_linear=0 shrinkage=0.000400217 Tree=9231 num_leaves=4 num_cat=0 split_feature=52 52 45 split_gain=0.978895 2.02072 1.011 threshold=-0.081449999999999981 -0.086049999999999974 -0.080359999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028034230288666014 0.019240138955814837 0.02002173060973535 -0.002480728792782941 leaf_weight=10.149683721753147 0.80272787995636363 2.6333439110312602 38.789293293750688 leaf_count=560 7 51 1887 internal_value=0 0.00448567 -0.00198732 internal_weight=0 12.783 39.592 internal_count=2505 611 1894 is_linear=0 shrinkage=0.0204111 Tree=9232 num_leaves=3 num_cat=0 split_feature=15 31 split_gain=1.22086 1.1495 threshold=-0.46714499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016456324136368609 0.019966051937936755 -0.001838129934699656 leaf_weight=1.5360796303611994 0.91673712523333861 49.401109120425872 leaf_count=101 49 2308 internal_value=0 -0.00139743 internal_weight=0 50.3178 internal_count=2458 2357 is_linear=0 shrinkage=0.0204111 Tree=9233 num_leaves=4 num_cat=0 split_feature=376 484 52 split_gain=1.50069 1.23507 0.550456 threshold=0.048375000000000008 -1.0000000180025095e-35 -0.088089999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012325698402756803 0.00045578528091316594 0.00042173400683498321 0.019639713705622789 leaf_weight=3.2854349653539421 0.87500243793147126 46.503965900730918 2.1003445603582795 leaf_count=418 37 1946 92 internal_value=0 -0.000445195 0.0142192 internal_weight=0 49.7894 2.97535 internal_count=2493 2364 129 is_linear=0 shrinkage=0.0204111 Tree=9234 num_leaves=4 num_cat=0 split_feature=15 15 42 split_gain=1.4682 1.59628 1.55173 threshold=0.091545000000000015 -0.095804999999999987 0.12253000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0046796592884488326 -0.020941817653580046 0.0034762477476672077 0.010412626735808122 leaf_weight=14.231456254912699 2.4199845048094626 32.904130568827895 0.81058000291523047 leaf_count=514 345 1547 43 internal_value=0 0.00100851 -0.0129894 internal_weight=0 47.1356 3.23056 internal_count=2449 2061 388 is_linear=0 shrinkage=0.0204111 Tree=9235 num_leaves=4 num_cat=0 split_feature=12 1132 12 split_gain=1.34773 1.30741 0.384668 threshold=0.11610500000000001 -1.0000000180025095e-35 0.13071000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043417764329590071 -0.00049294543734707907 2.5549340099189492e-05 -0.00011874975583778799 leaf_weight=0.89833259893930417 0.91289095074989635 51.728497337853696 0.93560339113855662 leaf_count=17 59 2334 59 internal_value=0 1.67967e-05 -0.000321148 internal_weight=0 52.6268 1.84849 internal_count=2469 2351 118 is_linear=0 shrinkage=0.000400217 Tree=9236 num_leaves=4 num_cat=0 split_feature=42 2 0 split_gain=1.52548 1.0172 0.211497 threshold=-0.108275 -0.13033999999999998 -0.027669999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0074909386835544092 0.013533252853689155 0.00043250099908676438 -0.022765322460665271 leaf_weight=0.78129994425250959 2.4978106165872296 45.998595186544435 1.083812036376911 leaf_count=127 73 2258 16 internal_value=0 0.00113688 -0.0171534 internal_weight=0 48.4964 1.86511 internal_count=2474 2331 143 is_linear=0 shrinkage=0.0204111 Tree=9237 num_leaves=4 num_cat=0 split_feature=15 474 43 split_gain=1.16241 2.15274 1.36467 threshold=-0.095804999999999987 0.084660000000000027 -0.50992999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0075706581892938021 0.01647397842934566 0.016755593693220213 0.00092669950277723587 leaf_weight=13.036915885438246 2.4021784293863666 1.6065522949866125 36.789391607535208 leaf_count=461 37 45 1923 internal_value=0 -0.0047949 0.00192386 internal_weight=0 14.6435 39.1916 internal_count=2466 506 1960 is_linear=0 shrinkage=0.0204111 Tree=9238 num_leaves=4 num_cat=0 split_feature=41 13 12 split_gain=1.01687 1.05861 0.737326 threshold=0.079885000000000025 -0.5356749999999999 0.09117500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017000496448143554 0.00049767237429212399 0.0020309815650100325 -0.020117222329008432 leaf_weight=1.1370244843201351 1.3068837229366175 49.657118654367082 1.4908913591643793 leaf_count=24 79 2342 27 internal_value=0 0.00156851 -0.0108391 internal_weight=0 50.7941 2.79778 internal_count=2472 2366 106 is_linear=0 shrinkage=0.0204111 Tree=9239 num_leaves=4 num_cat=0 split_feature=2 31 1 split_gain=1.43179 1.20616 0.727 threshold=0.13754500000000003 -1.0000000180025095e-35 0.08864000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003898803844286481 -0.00011297032930373769 -5.3108164447726101e-05 0.00032157866830107533 leaf_weight=0.89458351535540614 0.73820459411308492 47.222024877808735 2.5691300827238592 leaf_count=65 28 2243 118 internal_value=0 -4.39861e-05 0.000224063 internal_weight=0 48.1166 3.30733 internal_count=2454 2308 146 is_linear=0 shrinkage=0.000400217 Tree=9240 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=1.05323 2.29407 1.26747 threshold=-0.0087549999999999989 0.21217000000000003 -0.22650999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026817045832288585 0.017776516480742379 -0.036613742636885278 0.00066899744100127115 leaf_weight=29.857088867173847 1.8763379061128969 0.74311233560729206 19.605893202478001 leaf_count=1591 14 8 857 internal_value=0 -0.00363621 0.00224766 internal_weight=0 30.6002 21.4822 internal_count=2470 1599 871 is_linear=0 shrinkage=0.0204111 Tree=9241 num_leaves=4 num_cat=0 split_feature=2 0 1 split_gain=1.24436 1.71403 0.859204 threshold=0.14062000000000005 -0.10674499999999999 0.12205500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4112547942441597e-05 -7.7745998200585322e-05 -0.0001054875488374932 0.00037839549505619088 leaf_weight=23.440405694207811 0.92911137871124028 25.514986473513318 1.930199314105266 leaf_count=418 40 1918 98 internal_value=0 -3.39201e-05 0.000232831 internal_weight=0 48.9554 2.85931 internal_count=2474 2336 138 is_linear=0 shrinkage=0.000400217 Tree=9242 num_leaves=4 num_cat=0 split_feature=52 49 4 split_gain=1.16286 1.0614 0.650873 threshold=-0.24526499999999998 -0.14917999999999998 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037162509870956081 0.00024111287533705436 5.6084991955411646e-06 3.7317208637393063e-05 leaf_weight=1.8398742089125328 3.167032547586131 47.12956030430405 0.88798330933786918 leaf_count=261 67 2099 9 internal_value=0 2.09402e-05 -0.000242282 internal_weight=0 50.2966 2.72786 internal_count=2436 2166 270 is_linear=0 shrinkage=0.000400217 Tree=9243 num_leaves=4 num_cat=0 split_feature=481 13 15 split_gain=1.15789 1.12697 0.106859 threshold=-0.0079799999999999992 -0.5356749999999999 -0.25061999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00079310778589784445 -0.016495932028508759 0.0027130816687779397 -0.020481609205454259 leaf_weight=0.13951477035880089 1.1945293423705141 51.02821715777543 0.92706348905789926 leaf_count=6 25 2180 270 internal_value=0 0.00223935 -0.0182263 internal_weight=0 52.2227 1.06658 internal_count=2481 2205 276 is_linear=0 shrinkage=0.0204111 Tree=9244 num_leaves=4 num_cat=0 split_feature=16 3 12 split_gain=1.01347 1.22199 0.983089 threshold=0.38845000000000002 -0.52412999999999987 0.040165000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02184193871386636 0.0022682683668119583 -2.201243348093786e-05 -0.01984568191861176 leaf_weight=0.98282133776228775 1.2882478452120261 45.914638404365974 2.1748474957421422 leaf_count=19 47 2187 190 internal_value=0 -0.000530223 -0.011806 internal_weight=0 46.8975 3.4631 internal_count=2443 2206 237 is_linear=0 shrinkage=0.0204111 Tree=9245 num_leaves=4 num_cat=0 split_feature=42 43 151 split_gain=1.20212 1.47606 0.354919 threshold=-0.098504999999999981 -0.21368999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012644363221281166 0.0093851027170283614 -0.0031130064074564767 -0.021449636545662957 leaf_weight=0.47471167023320537 4.233112973815877 42.101630874992111 1.6605771441277273 leaf_count=23 87 2182 149 internal_value=0 -0.00195132 -0.0172487 internal_weight=0 46.3347 2.13529 internal_count=2441 2269 172 is_linear=0 shrinkage=0.0204111 Tree=9246 num_leaves=4 num_cat=0 split_feature=376 4 42 split_gain=1.4556 1.58266 0.597098 threshold=0.048375000000000008 -0.49367499999999992 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042449961608587562 -2.3335313730222461e-05 -3.3912032012180143e-06 0.00035867223708654721 leaf_weight=1.3612724215781771 0.87621540135296561 48.242408833684976 2.3428740059734983 leaf_count=112 14 2225 121 internal_value=0 -1.58777e-05 0.000257403 internal_weight=0 49.6037 3.21909 internal_count=2472 2337 135 is_linear=0 shrinkage=0.000400217 Tree=9247 num_leaves=3 num_cat=0 split_feature=1348 39 split_gain=0.91054 0.895616 threshold=0.090205000000000021 0.16946000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.4634774476872908e-06 0.00036846817947120536 0.00038402468689167782 leaf_weight=52.220405199927768 0.98163479197319148 0.84108038073463731 leaf_count=2415 30 20 internal_value=0 -4.624e-07 internal_weight=0 53.0615 internal_count=2465 2435 is_linear=0 shrinkage=0.000400217 Tree=9248 num_leaves=4 num_cat=0 split_feature=43 49 156 split_gain=1.30465 1.92573 1.25537 threshold=-0.063379999999999978 -0.088014999999999996 0.08549000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011552510412576883 -0.00034315811095703526 -1.6413416914580787e-05 -0.00020289274453394622 leaf_weight=17.773725509732689 3.1165412555274115 27.619264271374732 2.1275869064447752 leaf_count=931 59 1301 166 internal_value=0 -5.06699e-05 8.05394e-05 internal_weight=0 30.7358 19.9013 internal_count=2457 1360 1097 is_linear=0 shrinkage=0.000400217 Tree=9249 num_leaves=4 num_cat=0 split_feature=156 151 52 split_gain=1.19836 0.970714 0.0907146 threshold=0.11815500000000002 -0.28286499999999998 -0.070064999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017035533478430245 -0.02730096318850387 0.0021456769529104723 -0.0099067770870445299 leaf_weight=1.0128087306584337 0.45274197659728088 50.021593641303639 0.41424795724196783 leaf_count=52 66 2335 14 internal_value=0 0.00172855 -0.0210737 internal_weight=0 51.0344 0.86699 internal_count=2467 2387 80 is_linear=0 shrinkage=0.0204111 Tree=9250 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=1.27158 1.1636 threshold=0.2506000000000001 0.095890000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0869576310308348e-05 -0.00042835024573525168 0.00029009573901120329 leaf_weight=48.284567102109804 0.90015161023370538 2.403674964252331 leaf_count=2232 146 91 internal_value=0 2.47209e-05 internal_weight=0 50.6882 internal_count=2469 2323 is_linear=0 shrinkage=0.000400217 Tree=9251 num_leaves=3 num_cat=0 split_feature=2 13 split_gain=1.23704 1.33377 threshold=0.14846500000000004 -0.084024999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.6501134231574725e-05 0.00033604844394389871 -4.4120601721400026e-05 leaf_weight=15.437584536427037 1.6920341121503941 35.284918486519018 leaf_count=699 98 1679 internal_value=0 -1.20356e-06 internal_weight=0 50.7225 internal_count=2476 2378 is_linear=0 shrinkage=0.000400217 Tree=9252 num_leaves=4 num_cat=0 split_feature=130 0 16 split_gain=1.10442 1.10038 1.09565 threshold=-0.0020949999999999996 -0.12118 -0.071899999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026188163563113794 0.00010338504043864301 -0.00031025039671263418 -1.6266983960600193e-05 leaf_weight=0.5828346970083661 23.70574158847603 2.5626104459188346 25.203164078595591 leaf_count=15 1003 211 1231 internal_value=0 -0.00019888 4.1831e-05 internal_weight=0 3.14545 48.9089 internal_count=2460 226 2234 is_linear=0 shrinkage=0.000400217 Tree=9253 num_leaves=4 num_cat=0 split_feature=52 3 151 split_gain=1.1495 1.10293 0.989329 threshold=-0.24861499999999997 -0.51735999999999993 -0.52082499999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017703038054624087 -0.019608832436514394 -0.017719274803600724 0.0018969060352751995 leaf_weight=0.34255978465080295 0.79697618352952204 2.1790749291858438 46.936048953593058 leaf_count=1 30 285 2151 internal_value=0 -0.0123592 0.00149279 internal_weight=0 2.52163 47.733 internal_count=2467 286 2181 is_linear=0 shrinkage=0.0204111 Tree=9254 num_leaves=4 num_cat=0 split_feature=457 31 15 split_gain=1.23495 1.00663 0.432248 threshold=0.092360000000000012 -1.0000000180025095e-35 -0.073334999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039178480893366756 0.00033970398889669978 -6.5160915130099876e-06 7.6260671961268521e-05 leaf_weight=0.92564401739582436 2.274707994874916 49.474540041265413 1.8547976522168017 leaf_count=75 33 2298 63 internal_value=0 1.65129e-06 0.000226513 internal_weight=0 50.4002 4.12951 internal_count=2469 2373 96 is_linear=0 shrinkage=0.000400217 Tree=9255 num_leaves=3 num_cat=0 split_feature=10 484 split_gain=1.10789 1.16807 threshold=0.058500000000000003 -0.0068949999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01454880020673382 0.016232530300721248 -0.00093559085635457149 leaf_weight=2.6769725437070511 1.3634729040059017 45.341624419433742 leaf_count=399 54 1995 internal_value=0 -0.00172659 internal_weight=0 48.0186 internal_count=2448 2394 is_linear=0 shrinkage=0.0204111 Tree=9256 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.37448 1.11547 threshold=-0.094929999999999987 -0.029664999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016154757277070039 0.019827279670694531 0.00067018227118573496 leaf_weight=1.8724571243874368 1.1878250557929266 49.63742691956395 leaf_count=44 12 2404 internal_value=0 0.0011605 internal_weight=0 50.8253 internal_count=2460 2416 is_linear=0 shrinkage=0.0204111 Tree=9257 num_leaves=3 num_cat=0 split_feature=14 131 split_gain=1.17306 0.858163 threshold=0.076175000000000007 0.10340500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020201096331932193 -0.018866161343946575 0.013385541636651442 leaf_weight=48.836061468848243 1.189496741268157 2.0356929626013871 leaf_count=2213 79 166 internal_value=0 0.000757804 internal_weight=0 50.8718 internal_count=2458 2379 is_linear=0 shrinkage=0.0204111 Tree=9258 num_leaves=4 num_cat=0 split_feature=43 52 15 split_gain=2.20208 1.64448 0.389855 threshold=-0.33811499999999994 0.17002500000000001 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011814480773485306 4.9196194983429021e-05 -0.00024457715095380919 -0.00044587245791990939 leaf_weight=1.0034093296271751 43.02002979253075 3.1737508120097564 1.7231532418309132 leaf_count=28 2073 280 77 internal_value=0 2.84699e-05 -0.000334682 internal_weight=0 46.1938 2.72656 internal_count=2458 2353 105 is_linear=0 shrinkage=0.000400217 Tree=9259 num_leaves=3 num_cat=0 split_feature=457 14 split_gain=1.29723 1.05966 threshold=0.29113500000000009 -0.46885499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018327976657888795 0.014973714105076003 0.00081081610762778506 leaf_weight=1.1248102386507515 2.5450224049855015 47.190711219198192 leaf_count=36 30 2366 internal_value=0 0.00032391 internal_weight=0 48.3155 internal_count=2432 2402 is_linear=0 shrinkage=0.0204111 Tree=9260 num_leaves=3 num_cat=0 split_feature=457 43 split_gain=1.26356 1.29874 threshold=0.11251000000000001 -0.063379999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0032568018142783788 0.012879779944589066 -0.0035700977575870941 leaf_weight=19.134058369814284 2.8452282703265146 29.157112812063247 leaf_count=1068 54 1347 internal_value=0 -0.000863849 internal_weight=0 48.2912 internal_count=2469 2415 is_linear=0 shrinkage=0.0204111 Tree=9261 num_leaves=3 num_cat=0 split_feature=38 4 split_gain=1.25271 1.07206 threshold=0.084835000000000008 -0.49367499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022555333908140006 -0.00032113927168654302 4.204215904081266e-05 leaf_weight=2.4143838680101899 1.5837558000539491 47.596163338751694 leaf_count=123 38 2309 internal_value=0 2.86483e-05 internal_weight=0 50.0105 internal_count=2470 2432 is_linear=0 shrinkage=0.000400217 Tree=9262 num_leaves=4 num_cat=0 split_feature=2 43 13 split_gain=1.16003 1.70489 1.39697 threshold=0.097360000000000016 0.084965000000000013 -0.49274999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2959679494354736e-05 0.00041633629750370993 -0.00038795397538705754 4.1289361653227091e-05 leaf_weight=27.453806347620688 1.6208713570640636 2.1050017319630561 19.912233033737834 leaf_count=1540 39 146 735 internal_value=0 -5.03183e-05 7.15281e-05 internal_weight=0 29.5588 21.5331 internal_count=2460 1686 774 is_linear=0 shrinkage=0.000400217 Tree=9263 num_leaves=4 num_cat=0 split_feature=2 1 2 split_gain=1.41056 2.24177 1.2942 threshold=0.097940000000000013 1.0000000180025095e-35 0.11218000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011854175546247393 0.010228162370669616 0.0010886404555618186 0.0001894083258256722 leaf_weight=7.4550500048403618 9.3829820633303616 21.121253366981932 12.266515054158388 leaf_count=976 318 758 445 internal_value=0 -0.002321 0.00457049 internal_weight=0 28.5763 21.6495 internal_count=2497 1734 763 is_linear=0 shrinkage=0.0204111 Tree=9264 num_leaves=4 num_cat=0 split_feature=52 0 52 split_gain=1.39155 2.44585 0.922521 threshold=0.10068500000000001 0.15285500000000005 0.18897000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1762305740760863e-05 0.00026546673751619212 -0.00046012788879725103 4.3490910536071287e-06 leaf_weight=42.420338232392055 4.4950069085552951 1.9310056979593344 4.0993786648746209 leaf_count=1983 198 31 279 internal_value=0 -3.23932e-05 0.000142576 internal_weight=0 44.3513 8.59439 internal_count=2491 2014 477 is_linear=0 shrinkage=0.000400217 Tree=9265 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=1.19721 1.25119 threshold=0.0026500000000000004 0.24469000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025817544150728589 -0.015838184924560513 0.019246210801622202 leaf_weight=46.195630185303685 1.7481861455016758 1.380626683101126 leaf_count=2286 55 106 internal_value=0 0.000853088 internal_weight=0 47.5763 internal_count=2447 2392 is_linear=0 shrinkage=0.0204111 Tree=9266 num_leaves=4 num_cat=0 split_feature=131 151 40 split_gain=1.58821 1.68748 0.901622 threshold=0.088845000000000021 -0.086944999999999981 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000204063805351906 0.0001301195496078699 -2.8640308213846945e-05 -0.00037934382060680248 leaf_weight=5.5870660047994525 0.63378306981030652 40.086278924476801 2.7016566114803018 leaf_count=196 32 1937 328 internal_value=0 2.55023e-07 -0.000281456 internal_weight=0 45.6733 3.33544 internal_count=2493 2133 360 is_linear=0 shrinkage=0.000400217 Tree=9267 num_leaves=3 num_cat=0 split_feature=39 13 split_gain=1.15995 1.20158 threshold=-0.046074999999999991 -0.5356749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037540106320495346 -0.00033425792688587108 3.3048228003580215e-05 leaf_weight=1.0900243072410365 1.3576914930454211 49.015349489068626 leaf_count=37 16 2387 internal_value=0 2.24289e-05 internal_weight=0 50.373 internal_count=2440 2403 is_linear=0 shrinkage=0.000400217 Tree=9268 num_leaves=4 num_cat=0 split_feature=49 1 48 split_gain=1.12317 1.62946 1.16058 threshold=-0.10919499999999999 0.10846000000000001 -0.09386499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020916468686230195 -0.022962596424160778 0.0041954875407868618 0.00064781580128355767 leaf_weight=2.4815295763692111 0.77135684702079643 1.7857079937384694 47.923511335803028 leaf_count=70 21 36 2391 internal_value=0 -0.0105693 0.000221992 internal_weight=0 4.26724 48.6949 internal_count=2518 106 2412 is_linear=0 shrinkage=0.0204111 Tree=9269 num_leaves=3 num_cat=0 split_feature=1365 155 split_gain=1.083 1.00433 threshold=0.084635000000000016 0.090695000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7978202154849941e-05 -0.00037350393450348118 -0.00038187327381954627 leaf_weight=50.086777793834017 1.0954420817288326 0.91485267129155445 leaf_count=2269 45 135 internal_value=0 9.98497e-06 internal_weight=0 51.0016 internal_count=2449 2404 is_linear=0 shrinkage=0.000400217 Tree=9270 num_leaves=3 num_cat=0 split_feature=1375 39 split_gain=1.57027 1.04979 threshold=-0.43429999999999996 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028205535025565949 -0.0018726420645421848 0.019618142578987127 leaf_weight=0.82074845549322972 50.719471065119819 0.85351218927826167 leaf_count=9 2480 21 internal_value=0 -0.00147525 internal_weight=0 51.573 internal_count=2510 2501 is_linear=0 shrinkage=0.0204111 Tree=9271 num_leaves=4 num_cat=0 split_feature=47 38 0 split_gain=1.26898 1.41626 1.26121 threshold=0.10783500000000001 0.10386000000000002 -0.11692999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001063036490485782 -0.0066831875747226377 -0.025363213247815715 0.01283206679999647 leaf_weight=41.493350164863955 1.7964862035587428 0.91237132541391375 5.099751068832119 leaf_count=2273 38 22 116 internal_value=0 -0.00165128 0.00772274 internal_weight=0 42.4057 6.89624 internal_count=2449 2295 154 is_linear=0 shrinkage=0.0204111 Tree=9272 num_leaves=4 num_cat=0 split_feature=15 49 1 split_gain=2.06339 1.85737 1.6739 threshold=0.084050000000000014 -0.11612499999999999 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015827906041700812 -0.021919707033241025 0.0018776348089780787 0.0036634748521885314 leaf_weight=2.5044155156720072 3.0268403963357278 43.610524359177816 1.5698645501979624 leaf_count=68 808 1569 26 internal_value=0 0.000880072 -0.0133032 internal_weight=0 46.1149 4.5967 internal_count=2471 1637 834 is_linear=0 shrinkage=0.0204111 Tree=9273 num_leaves=4 num_cat=0 split_feature=1447 151 123 split_gain=1.06735 1.10798 1.02395 threshold=-1.0000000180025095e-35 -0.27336999999999995 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021484615071175932 -0.016773523119532185 0.001815344313802018 0.015450968634630411 leaf_weight=1.4346472359779898 1.2613260151809971 49.655691069398245 0.30571132840123016 leaf_count=224 56 2202 8 internal_value=0 0.00131906 -0.0144547 internal_weight=0 50.917 1.74036 internal_count=2490 2258 232 is_linear=0 shrinkage=0.0204111 Tree=9274 num_leaves=3 num_cat=0 split_feature=48 4 split_gain=1.21183 1.52959 threshold=0.12879500000000002 0.30163500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9503821855951698e-08 -0.00024614473450903178 0.00019845432634123424 leaf_weight=41.667318872770579 2.5805466855971408 7.2022697399129347 leaf_count=2137 71 250 internal_value=0 2.96511e-05 internal_weight=0 48.8696 internal_count=2458 2387 is_linear=0 shrinkage=0.000400217 Tree=9275 num_leaves=4 num_cat=0 split_feature=52 376 12 split_gain=1.04235 1.12829 0.32941 threshold=-0.40306999999999998 0.048375000000000008 -0.082799999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019688735887244882 -5.2431908953054898e-06 0.00023120052262671278 -0.00038146066677848873 leaf_weight=0.10867007953038399 47.351819827306258 3.3572101446588922 1.2982965529763522 leaf_count=4 2100 130 256 internal_value=0 1.08855e-05 -0.00032557 internal_weight=0 50.709 1.40697 internal_count=2490 2230 260 is_linear=0 shrinkage=0.000400217 Tree=9276 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=1.04038 1.02542 threshold=-0.40446999999999994 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003741882765966261 -0.00036329403394395394 4.5020307863409861e-05 leaf_weight=0.89186079259309181 0.89340937606448179 51.268628948702485 leaf_count=192 221 2032 internal_value=0 3.72637e-05 internal_weight=0 52.162 internal_count=2445 2253 is_linear=0 shrinkage=0.000400217 Tree=9277 num_leaves=3 num_cat=0 split_feature=16 41 split_gain=1.20279 1.12197 threshold=-0.54290499999999986 0.075585000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014937100983755506 -0.0010537144889329691 -0.013552516042312283 leaf_weight=1.7266464237181924 45.097794814064287 3.0951245326023118 leaf_count=63 2300 117 internal_value=0 -0.00188599 internal_weight=0 48.1929 internal_count=2480 2417 is_linear=0 shrinkage=0.0204111 Tree=9278 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=1.7139 1.33314 threshold=-0.43429999999999996 -0.52412999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054262839289010779 0.00042751194328742998 1.7688567180079582e-05 leaf_weight=0.74375245840746984 1.1951817885274056 47.091779329028327 leaf_count=11 19 2417 internal_value=0 2.87979e-05 internal_weight=0 48.287 internal_count=2447 2436 is_linear=0 shrinkage=0.000400217 Tree=9279 num_leaves=4 num_cat=0 split_feature=13 1 2 split_gain=1.72239 1.67083 0.786956 threshold=-0.09194999999999999 0.077765000000000015 0.097940000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.9747143531188885e-05 -0.00017121801707985139 1.7927926085188329e-05 0.00025103650487804036 leaf_weight=5.5956517568611144 9.7974246041512725 30.449227746134056 5.6919794154528063 leaf_count=196 1125 934 144 internal_value=0 -2.8464e-05 0.000147713 internal_weight=0 40.2467 11.2876 internal_count=2399 2059 340 is_linear=0 shrinkage=0.000400217 Tree=9280 num_leaves=3 num_cat=0 split_feature=2 484 split_gain=1.58263 1.19175 threshold=-0.13033999999999998 0.08764000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034475704187220563 5.4884587186834315e-06 -0.00028629789071883959 leaf_weight=2.0075957392764385 46.956003357632881 2.2423268281812616 leaf_count=66 2186 200 internal_value=0 -8.43027e-06 internal_weight=0 49.1983 internal_count=2452 2386 is_linear=0 shrinkage=0.000400217 Tree=9281 num_leaves=3 num_cat=0 split_feature=31 45 split_gain=1.08913 1.04132 threshold=-1.0000000180025095e-35 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039179611046292199 0.00037740756351131521 -4.8958165009488638e-05 leaf_weight=0.83938356837961592 0.82474970631301303 47.215147692036112 leaf_count=69 8 2365 internal_value=0 -4.07777e-05 internal_weight=0 48.0399 internal_count=2442 2373 is_linear=0 shrinkage=0.000400217 Tree=9282 num_leaves=4 num_cat=0 split_feature=131 131 42 split_gain=1.12918 1.19693 0.659096 threshold=0.10340500000000001 0.092225000000000015 0.09832500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080356704217128636 -0.0019944708037641025 -0.018877818111431289 0.022095137353547331 leaf_weight=48.523677000113366 0.69162592660177225 1.4646253246623917 1.2760228919651124 leaf_count=2237 141 113 21 internal_value=0 -0.00137414 0.0139762 internal_weight=0 49.9883 1.96765 internal_count=2512 2350 162 is_linear=0 shrinkage=0.0204111 Tree=9283 num_leaves=4 num_cat=0 split_feature=159 2 159 split_gain=1.0875 2.22679 1.32707 threshold=0.091305000000000011 0.113445 0.087995000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013199453518767366 -0.018254201356368845 0.0146816588961522 0.017065724091608878 leaf_weight=48.547415142095588 2.8565421148932724 1.1051481589065586 2.2271781099334467 leaf_count=2157 200 98 39 internal_value=0 -0.00891545 0.00204665 internal_weight=0 3.96169 50.7746 internal_count=2494 298 2196 is_linear=0 shrinkage=0.0204111 Tree=9284 num_leaves=4 num_cat=0 split_feature=131 13 3 split_gain=1.31674 1.48797 0.871661 threshold=0.08956500000000002 -0.084024999999999975 -0.16147499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011438501424609513 0.00032396845701207526 -3.8144994386880495e-05 -0.00031791326645078116 leaf_weight=14.741869789418613 0.29051783680915866 32.901770091032859 2.9287030833202143 leaf_count=666 1 1458 319 internal_value=0 9.20829e-06 -0.000251045 internal_weight=0 47.6436 3.21922 internal_count=2444 2124 320 is_linear=0 shrinkage=0.000400217 Tree=9285 num_leaves=4 num_cat=0 split_feature=51 3 48 split_gain=1.19095 1.80616 1.631 threshold=0.084970000000000018 -0.10115999999999999 0.091220000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4815405082301057e-05 -4.6927651681712825e-05 -0.0001032500121216794 0.00025354502819744252 leaf_weight=13.858024306892728 5.7023155666629446 26.242287562262391 5.7015065670893819 leaf_count=286 247 1834 108 internal_value=0 -4.16765e-05 0.000104303 internal_weight=0 40.1003 11.4038 internal_count=2475 2120 355 is_linear=0 shrinkage=0.000400217 Tree=9286 num_leaves=4 num_cat=0 split_feature=1 0 133 split_gain=1.16195 3.59916 1.03486 threshold=1.0000000180025095e-35 -0.084074999999999997 -0.26719999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02037492659340432 -0.021195895870165127 0.0020178415510300712 0.0020930629665316391 leaf_weight=4.3302049894130041 0.70017287419614049 9.0961610806607478 38.571143698004562 leaf_count=609 47 642 1169 internal_value=0 -0.00531294 0.00161876 internal_weight=0 13.4264 39.2713 internal_count=2467 1251 1216 is_linear=0 shrinkage=0.0204111 Tree=9287 num_leaves=4 num_cat=0 split_feature=376 4 52 split_gain=1.21191 2.0137 0.609189 threshold=0.048375000000000008 -0.26545999999999997 -0.088089999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011874056011776006 -0.00179110340296488 0.0011122764847275404 0.01777081868961056 leaf_weight=5.5316276293378897 0.89134180532346396 41.858030291190403 2.2786168025850193 leaf_count=179 35 2164 93 internal_value=0 -0.000427988 0.0123969 internal_weight=0 47.3897 3.16996 internal_count=2471 2343 128 is_linear=0 shrinkage=0.0204111 Tree=9288 num_leaves=4 num_cat=0 split_feature=52 448 52 split_gain=1.42194 0.875257 0.633749 threshold=0.16288000000000002 -0.083859999999999976 0.68874000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032105224295744149 -0.00033838588228126293 2.8733923356813028e-05 7.678162146108799e-05 leaf_weight=1.0636041749312415 2.5583987068829397 45.768123814211322 0.7088517197407781 leaf_count=38 282 2120 6 internal_value=0 2.00431e-05 -0.000248753 internal_weight=0 46.8317 3.26725 internal_count=2446 2158 288 is_linear=0 shrinkage=0.000400217 Tree=9289 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=0.982482 1.36644 threshold=-1.0000000180025095e-35 0.073240000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039086406955103213 -0.00012761623136332202 3.0396016995831559e-05 leaf_weight=0.9179563259394844 11.085363133886856 40.260789555921633 leaf_count=74 513 1877 internal_value=0 -3.92144e-06 internal_weight=0 51.3462 internal_count=2464 2390 is_linear=0 shrinkage=0.000400217 Tree=9290 num_leaves=4 num_cat=0 split_feature=1429 2 157 split_gain=0.925833 0.870202 0.117708 threshold=-1.0000000180025095e-35 0.16826500000000003 -0.089834999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.4228458053778955e-05 -8.698000137576984e-06 0.00035716543678972386 -0.00050708084351186043 leaf_weight=0.20521727317373006 49.976561324649538 0.95143676418137957 0.53990781344600591 leaf_count=43 2267 56 81 internal_value=0 -1.09441e-06 -0.00042054 internal_weight=0 50.928 0.745125 internal_count=2447 2323 124 is_linear=0 shrinkage=0.000400217 Tree=9291 num_leaves=4 num_cat=0 split_feature=0 15 3 split_gain=1.40204 1.45897 1.33505 threshold=-0.075379999999999989 -0.0040799999999999994 0.076825000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0058797923556101949 0.0070463968363364861 0.0037703206443155221 -0.0046875134843705054 leaf_weight=20.570996060223937 15.538464790869513 9.4451544717373945 5.3570558390647411 leaf_count=912 641 776 117 internal_value=0 -0.00284047 0.00402918 internal_weight=0 30.0162 20.8955 internal_count=2446 1688 758 is_linear=0 shrinkage=0.0204111 Tree=9292 num_leaves=4 num_cat=0 split_feature=133 9 15 split_gain=0.999642 0.906757 0.232295 threshold=0.11253500000000001 -0.036024999999999995 -0.13783499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019928545187351349 0.0064011001847609321 0.00028443432288658056 -0.020919669372888045 leaf_weight=0.88697889910690619 0.095689689784194343 49.114222738414469 0.99543085538380072 leaf_count=65 29 2084 270 internal_value=0 0.000676652 -0.0181509 internal_weight=0 50.0012 1.09112 internal_count=2448 2149 299 is_linear=0 shrinkage=0.0204111 Tree=9293 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=0.936029 1.65759 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01926393047530291 -0.00049167925503600682 -0.024032870296567296 leaf_weight=0.84620934724807639 47.712456736650097 1.1677252939862217 leaf_count=8 2360 80 internal_value=0 -0.00110771 internal_weight=0 48.8802 internal_count=2448 2440 is_linear=0 shrinkage=0.0204111 Tree=9294 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=1.5373 1.38244 threshold=-0.51412499999999983 0.077765000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028025357300834108 -0.00014254695275234513 8.4027080647663417e-06 leaf_weight=2.5063770916940475 13.495656213177083 33.958111512216192 leaf_count=41 1248 1153 internal_value=0 -3.47612e-05 internal_weight=0 47.4538 internal_count=2442 2401 is_linear=0 shrinkage=0.000400217 Tree=9295 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=1.30411 1.10659 threshold=0.50597000000000014 0.093235000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036806503565249132 0.017747926372805683 -0.02162906356665692 leaf_weight=47.624292476672963 1.5158810844918651 0.93036254928301687 leaf_count=2286 134 32 internal_value=0 -0.000824275 internal_weight=0 48.5547 internal_count=2452 2318 is_linear=0 shrinkage=0.0204111 Tree=9296 num_leaves=4 num_cat=0 split_feature=156 157 3 split_gain=0.929698 0.849022 0.387374 threshold=0.11659000000000001 -0.14310999999999999 0.099455000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030809190759552876 -5.9723354441475346e-05 -5.9203984767020104e-08 -0.00058626729251537554 leaf_weight=1.3623033110484346 0.40283146776391632 50.104686653266413 0.48525557333050529 leaf_count=67 75 2296 14 internal_value=0 8.74849e-06 -0.000380857 internal_weight=0 51.467 0.888087 internal_count=2452 2363 89 is_linear=0 shrinkage=0.000400217 Tree=9297 num_leaves=4 num_cat=0 split_feature=43 43 133 split_gain=1.10917 3.00886 1.38544 threshold=0.095890000000000017 0.084965000000000013 -0.39935999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0119646570347142e-05 -0.00018220181112566132 -0.00055687979051861523 0.00033308138242143744 leaf_weight=46.015698375180818 0.98873649913707584 1.2812555797863741 3.7467380030275299 leaf_count=2227 141 21 110 internal_value=0 2.26702e-05 0.00022377 internal_weight=0 47.297 4.73547 internal_count=2499 2248 251 is_linear=0 shrinkage=0.000400217 Tree=9298 num_leaves=3 num_cat=0 split_feature=0 43 split_gain=1.24826 1.46794 threshold=0.18562500000000001 0.053180000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00064029723275958684 -0.014749621280715839 0.0093681934151451547 leaf_weight=41.927279271303405 2.13282340747537 7.0315789587860982 leaf_count=2091 26 334 internal_value=0 0.00081524 internal_weight=0 48.9589 internal_count=2451 2425 is_linear=0 shrinkage=0.0204111 Tree=9299 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=1.19001 1.29705 0.411734 threshold=0.11610500000000001 0.10340500000000001 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4408948916377552e-05 -0.0004400824665828423 0.00025168722138449586 -9.1335647122430354e-05 leaf_weight=48.578638308527161 0.98366912936580719 3.8831274761691921 1.2233843106452011 leaf_count=2217 53 158 74 internal_value=0 3.24705e-05 -0.000260513 internal_weight=0 52.4618 2.20705 internal_count=2502 2375 127 is_linear=0 shrinkage=0.000400217 Tree=9300 num_leaves=4 num_cat=0 split_feature=16 1 15 split_gain=1.19504 1.64827 1.57118 threshold=-0.0087549999999999989 0.085995000000000016 0.092855000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01111066598686516 0.0048923790669261284 -0.00020844673284852041 -0.017873716032904399 leaf_weight=7.652223702072777 18.948524510011797 22.594512269101642 1.2434351454285195 leaf_count=948 726 673 120 internal_value=0 -0.00299744 0.00339959 internal_weight=0 30.2467 20.192 internal_count=2467 1621 846 is_linear=0 shrinkage=0.0204111 Tree=9301 num_leaves=4 num_cat=0 split_feature=401 1444 15 split_gain=0.981926 0.927979 0.0855143 threshold=0.087110000000000007 -0.084274999999999989 -0.12291999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019308187242610676 -0.0015638147987136254 0.00063756762032165246 -0.019086259199809878 leaf_weight=1.0218326388348931 0.15300023766030779 51.443655976387959 1.0061095519413346 leaf_count=28 25 2218 172 internal_value=0 0.00104155 -0.0171148 internal_weight=0 52.4655 1.15911 internal_count=2443 2246 197 is_linear=0 shrinkage=0.0204111 Tree=9302 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=1.03731 1.89013 1.17914 threshold=0.060835000000000007 0.084805000000000019 -0.23058999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014378527866938833 0.00041994637213433787 2.5275100816729132e-05 -6.3873869818428943e-05 leaf_weight=4.9382325579790622 2.2158868769010942 11.879408826287316 33.078749070245067 leaf_count=58 76 791 1535 internal_value=0 9.0141e-05 -3.65569e-05 internal_weight=0 14.0953 38.017 internal_count=2460 867 1593 is_linear=0 shrinkage=0.000400217 Tree=9303 num_leaves=4 num_cat=0 split_feature=157 160 15 split_gain=1.08181 0.988832 0.536294 threshold=-0.083944999999999978 -0.40446999999999994 -0.14719999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016949897738800099 -0.00040323854499119035 6.2794364930673388e-06 -0.00035802518224285133 leaf_weight=0.2958837725745983 0.85210050766522627 46.252265908197387 1.9060349321625825 leaf_count=7 167 2073 200 internal_value=0 -2.06725e-06 -0.000282367 internal_weight=0 47.1044 2.20192 internal_count=2447 2240 207 is_linear=0 shrinkage=0.000400217 Tree=9304 num_leaves=4 num_cat=0 split_feature=52 3 2 split_gain=1.44436 1.16667 0.922221 threshold=-0.24526499999999998 -0.32415499999999992 0.15561000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017526045152801938 0.00041286334072351344 -0.019047348821036935 0.018664172503383005 leaf_weight=0.3345153629779819 49.576372863163783 2.4102453637742647 1.0690872320174083 leaf_count=1 2110 292 76 internal_value=0 -0.0140778 0.000838457 internal_weight=0 2.74476 50.6455 internal_count=2479 293 2186 is_linear=0 shrinkage=0.0204111 Tree=9305 num_leaves=3 num_cat=0 split_feature=1429 1456 split_gain=1.27614 1.15266 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047617262729522441 -0.00038267591587437609 1.6195599869477344e-05 leaf_weight=0.77865667538503558 1.0758763261162574 50.273258436801257 leaf_count=125 205 2162 internal_value=0 7.02394e-06 internal_weight=0 51.3491 internal_count=2492 2367 is_linear=0 shrinkage=0.000400217 Tree=9306 num_leaves=4 num_cat=0 split_feature=3 133 2 split_gain=1.30191 1.58618 1.3273 threshold=-0.10072999999999999 0.083810000000000009 0.10613000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.3781047189179377e-05 -8.9226849767650292e-05 0.00013173666200615942 0.0002670227568801966 leaf_weight=10.7966159307349 27.641218545800029 6.3003634700751254 4.6804610952640351 leaf_count=246 1361 758 111 internal_value=0 -4.79125e-05 9.17323e-05 internal_weight=0 33.9416 15.4771 internal_count=2476 2119 357 is_linear=0 shrinkage=0.000400217 Tree=9307 num_leaves=4 num_cat=0 split_feature=14 1 3 split_gain=1.14825 1.30389 0.151328 threshold=0.076175000000000007 0.13130500000000003 -0.013714999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.41330237293308e-06 -0.00049815668528532862 0.00022602685460236714 -0.00018810750695530092 leaf_weight=47.311817271937571 0.57567786400238674 4.0578162553333632 0.76027627764778916 leaf_count=2214 61 185 27 internal_value=0 1.14782e-05 -0.000349902 internal_weight=0 51.3696 1.33595 internal_count=2487 2399 88 is_linear=0 shrinkage=0.000400217 Tree=9308 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=1.00231 2.61333 1.42703 threshold=-0.0087549999999999989 0.16686000000000004 -0.10946999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001488172060940213 0.013088319587778122 -0.038569845601958919 0.00047531410325966428 leaf_weight=28.988540405443135 4.6817243967716449 0.70250253222184156 16.995233609019124 leaf_count=1583 81 8 792 internal_value=0 -0.00250715 0.00325269 internal_weight=0 29.691 21.677 internal_count=2464 1591 873 is_linear=0 shrinkage=0.0204111 Tree=9309 num_leaves=3 num_cat=0 split_feature=31 43 split_gain=1.15923 1.16675 threshold=-1.0000000180025095e-35 0.095890000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039265920782143699 -5.5369328428582071e-05 0.00014808973423367184 leaf_weight=0.92038348808409765 46.578049309348216 4.8901001372046258 leaf_count=74 2129 238 internal_value=0 -3.57587e-05 internal_weight=0 51.4681 internal_count=2441 2367 is_linear=0 shrinkage=0.000400217 Tree=9310 num_leaves=4 num_cat=0 split_feature=52 133 15 split_gain=1.22094 0.837176 0.195818 threshold=-0.40306999999999998 -0.26719999999999994 -0.092919999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.0303499164835244e-05 -0.00037558459333736848 2.3074252180068958e-05 -0.00038293825367270804 leaf_weight=0.19212844853882405 0.7461254420751392 51.007115622422134 1.3490413305989921 leaf_count=19 139 2108 236 internal_value=0 1.65284e-05 -0.000332859 internal_weight=0 51.7532 1.54117 internal_count=2502 2247 255 is_linear=0 shrinkage=0.000400217 Tree=9311 num_leaves=4 num_cat=0 split_feature=147 3 150 split_gain=0.993578 1.04279 0.106785 threshold=0.089365000000000014 -0.52412999999999987 0.087790000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016165499987642547 0.0081287033824222546 0.00014812352302031188 0.017528436070297939 leaf_weight=1.6445919700781804 1.3391186813751113 47.125858844222307 1.3136079239811804 leaf_count=19 40 2352 51 internal_value=0 0.000724037 0.0133047 internal_weight=0 48.7705 2.65273 internal_count=2462 2371 91 is_linear=0 shrinkage=0.0204111 Tree=9312 num_leaves=4 num_cat=0 split_feature=3 47 47 split_gain=1.23782 1.83742 1.32601 threshold=-0.10373499999999998 0.085270000000000026 0.082095000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015625219536917435 0.00072001245119556248 0.019345576264679962 -0.0080245103806562291 leaf_weight=11.132109086215676 26.677822177845883 2.9896979607292442 9.7875876035050151 leaf_count=295 1836 31 309 internal_value=0 0.0054499 -0.00164446 internal_weight=0 14.1218 36.4654 internal_count=2471 326 2145 is_linear=0 shrinkage=0.0204111 Tree=9313 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=1.06262 2.29354 1.75363 threshold=-0.084024999999999975 -0.084074999999999997 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.541766067044154e-05 -6.4089093964060249e-05 0.00072895891873632967 0.00022641044051617909 leaf_weight=13.580771932316109 30.977373322739481 0.75127293607510992 3.6173317743414364 leaf_count=723 1519 3 196 internal_value=0 9.61012e-05 -3.30811e-05 internal_weight=0 14.332 34.5947 internal_count=2441 726 1715 is_linear=0 shrinkage=0.000400217 Tree=9314 num_leaves=4 num_cat=0 split_feature=157 148 2 split_gain=0.945081 0.964562 0.892914 threshold=-0.084489999999999996 -0.084449999999999983 0.113445 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019214621203897195 -0.018498606486268779 0.0012449249906335295 0.0093970275757180432 leaf_weight=1.7221508553365077 0.94104924434213799 49.407971369261304 0.52797226063557889 leaf_count=175 46 2237 17 internal_value=0 0.00083568 -0.0123739 internal_weight=0 50.349 2.25012 internal_count=2475 2283 192 is_linear=0 shrinkage=0.0204111 Tree=9315 num_leaves=3 num_cat=0 split_feature=457 9 split_gain=1.18583 1.14771 threshold=-0.23069499999999998 -0.036024999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016986527969724156 0.019918742314165572 -0.0019781841407078568 leaf_weight=1.3737436616720504 0.90702371698898687 47.82562938808951 leaf_count=24 76 2386 internal_value=0 -0.00152591 internal_weight=0 48.7327 internal_count=2486 2462 is_linear=0 shrinkage=0.0204111 Tree=9316 num_leaves=4 num_cat=0 split_feature=43 150 43 split_gain=1.05685 1.4279 1.39001 threshold=-0.074459999999999985 0.081245000000000026 -0.07581499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031970074039469748 -0.0041834265915083636 0.0054317928379390128 0.025573143639184129 leaf_weight=18.064135678348297 22.244358621160249 8.9276605432050911 1.1287112338141003 leaf_count=958 1283 162 18 internal_value=0 -0.00142004 0.00465362 internal_weight=0 31.172 19.1928 internal_count=2421 1445 976 is_linear=0 shrinkage=0.0204111 Tree=9317 num_leaves=4 num_cat=0 split_feature=3 132 43 split_gain=1.72034 1.68419 1.03405 threshold=-0.077774999999999983 0.081240000000000021 -0.053524999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014339157358192359 0.00017934884622164044 0.00017527385328056574 1.4136542667085064e-05 leaf_weight=16.80487915189838 8.0066741557898222 3.0529934996047805 24.112803208881132 leaf_count=1293 388 161 658 internal_value=0 -9.36912e-05 5.58003e-05 internal_weight=0 19.8579 32.1195 internal_count=2500 1454 1046 is_linear=0 shrinkage=0.000400217 Tree=9318 num_leaves=4 num_cat=0 split_feature=3 133 0 split_gain=1.31271 1.78164 0.669826 threshold=-0.13827999999999999 0.083810000000000009 -0.038724999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.4679350840152719e-07 -6.327882147262499e-05 0.00016065249321125979 0.00023303510117854748 leaf_weight=3.1964357561810175 36.01394952370822 6.6455635401671307 5.1152787821192742 leaf_count=115 1439 772 134 internal_value=0 -2.80652e-05 0.000144783 internal_weight=0 42.6595 8.31171 internal_count=2460 2211 249 is_linear=0 shrinkage=0.000400217 Tree=9319 num_leaves=4 num_cat=0 split_feature=3 52 47 split_gain=1.19698 1.74183 1.71323 threshold=-0.10072999999999999 0.18897000000000003 0.085270000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2820510134521702e-05 1.2972912274615414e-06 -0.00035857896973978302 0.00037316015409389231 leaf_weight=12.137355005124958 33.104161695633138 2.1921471314529972 3.0725246209112802 leaf_count=306 1865 250 34 internal_value=0 -2.21168e-05 0.000111791 internal_weight=0 35.2963 15.2099 internal_count=2455 2115 340 is_linear=0 shrinkage=0.000400217 Tree=9320 num_leaves=3 num_cat=0 split_feature=1132 0 split_gain=0.978972 1.00174 threshold=-1.0000000180025095e-35 0.39041500000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041336868722159783 -2.3052688096570668e-05 0.00041140951119551046 leaf_weight=0.89912832959089328 48.234157360281529 0.75344106927513976 leaf_count=20 2414 5 internal_value=0 -1.54476e-05 internal_weight=0 48.9876 internal_count=2439 2419 is_linear=0 shrinkage=0.000400217 Tree=9321 num_leaves=4 num_cat=0 split_feature=52 1429 4 split_gain=1.38805 1.25382 1.24282 threshold=-0.047889999999999995 -1.0000000180025095e-35 0.24894000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000389193796442734 -0.00013090082517004686 8.5689430643338236e-05 4.2126326361442919e-05 leaf_weight=0.82771689074525312 20.959398494112978 17.642474779421832 9.6493319250535006 leaf_count=95 1422 664 279 internal_value=0 6.21913e-05 -7.63997e-05 internal_weight=0 18.4702 30.6087 internal_count=2460 759 1701 is_linear=0 shrinkage=0.000400217 Tree=9322 num_leaves=3 num_cat=0 split_feature=3 132 split_gain=1.25153 1.07307 threshold=0.30863500000000005 0.079320000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018046886403538375 0.019088749147685782 0.0087547406955921607 leaf_weight=43.476948255318007 1.2385769668708224 4.3044305707953745 leaf_count=2108 106 226 internal_value=0 -0.000835189 internal_weight=0 47.7814 internal_count=2440 2334 is_linear=0 shrinkage=0.0204111 Tree=9323 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=1.26751 2.60303 2.53946 threshold=0.084805000000000019 0.083960000000000021 0.13590000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012262332538774119 -0.0092822431718589098 0.028592458154130397 0.017729036039957007 leaf_weight=37.306671292496389 9.8795268160381493 1.395218240271787 1.590323708463983 leaf_count=1661 752 23 28 internal_value=0 0.00229243 -0.00540187 internal_weight=0 38.7019 11.4699 internal_count=2464 1684 780 is_linear=0 shrinkage=0.0204111 Tree=9324 num_leaves=4 num_cat=0 split_feature=1 3 475 split_gain=0.994834 1.91283 0.977031 threshold=0.10114000000000002 0.090810000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0040763815918421721 -0.0083814089165409993 0.0070452080476640323 0.0063303414986504202 leaf_weight=22.763407681904031 1.9986706065319619 8.8584895645399211 18.218814166994889 leaf_count=1790 104 108 515 internal_value=0 -0.000946939 0.00483781 internal_weight=0 31.6219 20.2175 internal_count=2517 1898 619 is_linear=0 shrinkage=0.0204111 Tree=9325 num_leaves=4 num_cat=0 split_feature=1 47 12 split_gain=1.50997 1.34965 0.511742 threshold=0.12796000000000002 0.12431000000000002 0.10345000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6657152742202848e-05 0.00015358228585770137 -0.00041943124395231674 0.00045426229453672821 leaf_weight=45.51083036752118 3.4419717194314208 1.053843991130633 1.2361923542339353 leaf_count=2232 163 33 35 internal_value=0 5.80522e-06 0.000241797 internal_weight=0 46.5647 4.67816 internal_count=2463 2265 198 is_linear=0 shrinkage=0.000400217 Tree=9326 num_leaves=4 num_cat=0 split_feature=12 160 43 split_gain=1.11534 1.12023 0.0738976 threshold=0.12477500000000001 -0.090969999999999981 -0.25364999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010481088990468429 -0.02424593374013484 0.001604085350306324 -0.010548993762755301 leaf_weight=3.3350138193773082 0.55088668549433351 43.75731177010698 0.63505791362808739 leaf_count=347 12 2009 65 internal_value=0 0.000725399 -0.0184542 internal_weight=0 47.0923 1.18594 internal_count=2433 2356 77 is_linear=0 shrinkage=0.0204111 Tree=9327 num_leaves=4 num_cat=0 split_feature=52 16 2 split_gain=1.3715 2.70437 1.12794 threshold=1.0000000180025095e-35 -0.24404999999999996 0.089965000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011916780899707288 -0.0002566637347498306 0.00017600302222673991 2.5046481611563873e-05 leaf_weight=14.829304958967894 2.6758024610799138 13.728000906299028 20.678573014121866 leaf_count=796 136 823 706 internal_value=0 0.000104164 -3.53676e-05 internal_weight=0 16.4038 35.5079 internal_count=2461 959 1502 is_linear=0 shrinkage=0.000400217 Tree=9328 num_leaves=4 num_cat=0 split_feature=42 0 484 split_gain=1.3663 1.3893 1.27928 threshold=-1.0000000180025095e-35 -0.061889999999999994 0.084225000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023462225178538942 -9.1972433692765257e-06 0.00014305175246701456 0.00025576570243948427 leaf_weight=5.3748226210282146 31.323523768717223 13.723013679175891 0.91325124241632227 leaf_count=630 1403 400 46 internal_value=0 3.74237e-05 -0.000160172 internal_weight=0 45.0465 6.28807 internal_count=2479 1803 676 is_linear=0 shrinkage=0.000400217 Tree=9329 num_leaves=3 num_cat=0 split_feature=39 0 split_gain=1.5955 1.39815 threshold=0.11593500000000001 -0.10191999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.5977125189122846e-05 0.00035704436470735984 -9.8055432078854733e-05 leaf_weight=24.301705062944052 1.6307494542343182 25.388042895221133 leaf_count=479 48 1950 internal_value=0 -3.25708e-05 internal_weight=0 49.6897 internal_count=2477 2429 is_linear=0 shrinkage=0.000400217 Tree=9330 num_leaves=4 num_cat=0 split_feature=2 48 457 split_gain=1.11448 1.91061 1.44678 threshold=0.073240000000000013 -0.078084999999999974 -0.0046349999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032800878344849501 -0.00021207349907466299 -0.00017357790604712181 4.9956143172679035e-05 leaf_weight=1.2759064025012765 3.6019259044687706 10.126492774725191 37.027470934015014 leaf_count=22 165 571 1735 internal_value=0 -0.000114807 2.62074e-05 internal_weight=0 11.4024 40.6294 internal_count=2493 593 1900 is_linear=0 shrinkage=0.000400217 Tree=9331 num_leaves=4 num_cat=0 split_feature=47 48 47 split_gain=1.31228 1.39116 0.770182 threshold=0.11069000000000002 -0.090169999999999986 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029544541461393983 0.00030350010242202985 -4.7325071789865927e-05 1.5459437655717171e-05 leaf_weight=1.8707204608872405 3.0213354816587517 44.082499157690677 2.8537683577187636 leaf_count=46 86 2294 50 internal_value=0 -3.26869e-05 0.000166493 internal_weight=0 45.9532 5.8751 internal_count=2476 2340 136 is_linear=0 shrinkage=0.000400217 Tree=9332 num_leaves=4 num_cat=0 split_feature=43 157 150 split_gain=1.38997 2.29231 1.25065 threshold=-0.075714999999999991 -0.072409999999999988 0.10124000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011011733987596112 0.00020155466402120518 -9.8368076288376025e-05 -0.00029921640688577739 leaf_weight=16.695422639689699 4.6421532758811273 28.947317905663795 1.1802573779132206 leaf_count=859 135 1389 87 internal_value=0 -5.6386e-05 8.13964e-05 internal_weight=0 33.5895 17.8757 internal_count=2470 1524 946 is_linear=0 shrinkage=0.000400217 Tree=9333 num_leaves=4 num_cat=0 split_feature=2 0 1 split_gain=0.968531 1.39143 0.695329 threshold=0.13754500000000003 -0.10674499999999999 0.12158500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0033095657921032606 -0.0025145354062754703 -0.0036392257644414358 0.016628539781116038 leaf_weight=22.330203746142388 1.1228837293065219 25.704774131280601 2.3611918614146816 leaf_count=405 49 1910 110 internal_value=0 -0.00040873 0.0105727 internal_weight=0 48.035 3.48408 internal_count=2474 2315 159 is_linear=0 shrinkage=0.0204111 Tree=9334 num_leaves=4 num_cat=0 split_feature=4 151 454 split_gain=1.15074 2.13712 1.36693 threshold=0.27626000000000001 -0.21628999999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3359809489329525e-05 -0.00036035503893083591 0.00025925783565424241 0.00034577040009991134 leaf_weight=42.608196019040861 0.95035188450856356 5.7623656297892003 1.5577757869614277 leaf_count=2153 17 250 26 internal_value=0 0.000167063 -9.49879e-06 internal_weight=0 6.71272 44.166 internal_count=2446 267 2179 is_linear=0 shrinkage=0.000400217 Tree=9335 num_leaves=4 num_cat=0 split_feature=131 131 42 split_gain=1.1424 1.10612 0.732593 threshold=0.10340500000000001 0.092225000000000015 0.09832500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2590327063555334e-05 -3.133193037594612e-05 -0.00035670962048044879 0.0004618140961819764 leaf_weight=49.483813889313183 0.74285611353843606 1.431258694781717 1.1969994465762281 leaf_count=2229 137 104 17 internal_value=0 -2.30253e-05 0.000281562 internal_weight=0 50.9151 1.93986 internal_count=2487 2333 154 is_linear=0 shrinkage=0.000400217 Tree=9336 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=0.985149 1.06531 threshold=1.0000000180025095e-35 0.30863500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.3804901439143246e-06 -0.00032458079012664118 0.00037103560692013912 leaf_weight=49.776277255627406 1.4250212739279948 1.102201928895737 leaf_count=2351 49 94 internal_value=0 6.35652e-07 internal_weight=0 50.8785 internal_count=2494 2445 is_linear=0 shrinkage=0.000400217 Tree=9337 num_leaves=3 num_cat=0 split_feature=1456 48 split_gain=1.06697 0.900853 threshold=-1.0000000180025095e-35 -0.14698499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038233409625225385 0.00033658070406522117 -7.6687260914920142e-06 leaf_weight=1.0801436475284152 1.1358167362195661 50.199383146446849 leaf_count=230 22 2217 internal_value=0 6.63908e-07 internal_weight=0 51.3352 internal_count=2469 2239 is_linear=0 shrinkage=0.000400217 Tree=9338 num_leaves=4 num_cat=0 split_feature=42 43 52 split_gain=1.26865 1.36086 0.3668 threshold=-0.094924999999999995 -0.083944999999999978 0.022635000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0060968438148856635 0.0081353032243514974 -0.00011169189975710804 -0.021397452582603213 leaf_weight=1.9797360930052712 10.730084564007482 36.050764957104093 0.97776555573136636 leaf_count=125 471 1819 83 internal_value=0 0.00179482 -0.0117513 internal_weight=0 46.7808 2.9575 internal_count=2498 2290 208 is_linear=0 shrinkage=0.0204111 Tree=9339 num_leaves=4 num_cat=0 split_feature=14 3 2 split_gain=1.11781 0.999118 0.103217 threshold=0.076175000000000007 -0.097754999999999995 0.090050000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010206676580583896 -0.00050945980460724929 -1.9021537400047334e-05 -0.00018332062764840344 leaf_weight=15.46495446103563 0.52366703844745544 36.378378199700819 0.46142525431605463 leaf_count=325 54 2072 25 internal_value=0 1.72414e-05 -0.000390995 internal_weight=0 51.8433 0.985092 internal_count=2476 2397 79 is_linear=0 shrinkage=0.000400217 Tree=9340 num_leaves=3 num_cat=0 split_feature=43 31 split_gain=1.02737 1.06808 threshold=-0.51412499999999983 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023402786795621462 0.00039097495577033428 -2.5457730860906931e-05 leaf_weight=2.6367017534521429 0.89475470851357286 49.53383049182014 leaf_count=39 75 2359 internal_value=0 -1.72192e-05 internal_weight=0 50.4286 internal_count=2473 2434 is_linear=0 shrinkage=0.000400217 Tree=9341 num_leaves=4 num_cat=0 split_feature=1 15 159 split_gain=1.1289 1.92595 1.5171 threshold=0.10439500000000002 -0.11689999999999999 0.093660000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.8208854478422103e-05 -8.9577268157969909e-05 0.00017851845558757221 -0.00037714664163887487 leaf_weight=29.332459968132756 6.5888049867967338 11.910440841718808 1.904919400903508 leaf_count=1752 222 303 167 internal_value=0 8.30674e-05 -4.13665e-05 internal_weight=0 18.4992 31.2374 internal_count=2444 525 1919 is_linear=0 shrinkage=0.000400217 Tree=9342 num_leaves=3 num_cat=0 split_feature=1456 1 split_gain=1.23331 1.25009 threshold=-1.0000000180025095e-35 0.13130500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038556831306690804 -5.6828126831442095e-06 0.00021632534815889748 leaf_weight=1.1531323866039418 44.237923855142526 4.3608014724436535 leaf_count=227 2048 182 internal_value=0 1.46896e-05 internal_weight=0 48.5987 internal_count=2457 2230 is_linear=0 shrinkage=0.000400217 Tree=9343 num_leaves=4 num_cat=0 split_feature=43 12 15 split_gain=1.21895 0.946247 0.0179838 threshold=0.2506000000000001 0.11610500000000001 -0.14582499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0414233262406009e-06 -0.00018616944464248865 -0.00029090479029651105 -0.00047870065471847392 leaf_weight=49.135535412508489 0.2494596732321952 1.7879000923217052 0.77537244233758318 leaf_count=2219 21 88 125 internal_value=0 -1.37642e-05 -0.000432844 internal_weight=0 50.9234 1.02483 internal_count=2453 2307 146 is_linear=0 shrinkage=0.000400217 Tree=9344 num_leaves=4 num_cat=0 split_feature=3 133 47 split_gain=1.48989 1.80306 1.18132 threshold=-0.12077499999999998 0.008570000000000003 0.086380000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020060567207284615 1.178868172974816e-05 -0.00020422224723263275 -0.00015411991531229363 leaf_weight=10.294666285449464 29.759551243953865 2.0268269924308688 8.8218010811669938 leaf_count=230 1886 54 284 internal_value=0 0.000132774 -2.64833e-05 internal_weight=0 12.3215 38.5814 internal_count=2454 284 2170 is_linear=0 shrinkage=0.000400217 Tree=9345 num_leaves=4 num_cat=0 split_feature=484 148 150 split_gain=1.61078 1.34158 0.780166 threshold=-0.067754999999999996 -0.084449999999999983 0.097210000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039849045798316538 -0.00031444318766982231 5.3845813279238696e-05 0.00023618115133947144 leaf_weight=1.8378977937018128 1.5247872819236352 50.792962563851688 0.29208426194963966 leaf_count=304 46 2094 8 internal_value=0 4.24635e-05 -0.000304009 internal_weight=0 52.3177 2.12998 internal_count=2452 2140 312 is_linear=0 shrinkage=0.000400217 Tree=9346 num_leaves=4 num_cat=0 split_feature=52 48 52 split_gain=1.24017 1.86301 1.34511 threshold=0.060835000000000007 0.12879500000000002 0.084805000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4271055634839284e-06 0.00040381551850704136 -0.00037680460837634567 6.6888673454947246e-05 leaf_weight=36.454498736394726 2.2216319571434715 2.0395819399542452 10.535374139225722 leaf_count=1584 71 53 763 internal_value=0 -1.49121e-05 0.000128567 internal_weight=0 38.4941 12.757 internal_count=2471 1637 834 is_linear=0 shrinkage=0.000400217 Tree=9347 num_leaves=3 num_cat=0 split_feature=1373 1373 split_gain=1.13506 0.870012 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016803507848993336 -0.020944348082589562 0.0019200705016206433 leaf_weight=0.94419876916799594 0.84074638351012154 50.703931237387678 leaf_count=18 18 2399 internal_value=0 0.00154217 internal_weight=0 51.6481 internal_count=2435 2417 is_linear=0 shrinkage=0.0204111 Tree=9348 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=2.12248 2.51919 1.474 threshold=1.0000000180025095e-35 -0.10092 0.081025000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001461905279145994 0.0053097635299656273 -0.015827746833433354 -0.0033008005570683572 leaf_weight=6.724920087541248 20.701607433813479 7.1947231637476534 13.6600058759318 leaf_count=64 880 1204 293 internal_value=0 -0.00752968 0.00188714 internal_weight=0 13.9196 34.3616 internal_count=2441 1268 1173 is_linear=0 shrinkage=0.0204111 Tree=9349 num_leaves=4 num_cat=0 split_feature=150 16 15 split_gain=1.53099 1.5492 0.880046 threshold=0.11235000000000002 -0.0087549999999999989 -0.049389999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3243963502236411e-05 0.00042457105933629494 5.2528847434490612e-05 2.3150651186902747e-05 leaf_weight=26.790643940972586 1.8226482516329272 20.536670938782663 1.6216776968612965 leaf_count=1560 21 830 85 internal_value=0 -3.00143e-05 0.000242251 internal_weight=0 47.3273 3.44433 internal_count=2496 2390 106 is_linear=0 shrinkage=0.000400217 Tree=9350 num_leaves=3 num_cat=0 split_feature=1429 15 split_gain=1.34147 0.910665 threshold=-1.0000000180025095e-35 -0.46714499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024714559349813332 0.016279083523125584 0.00025179686334874274 leaf_weight=0.76655670942272891 1.4093974049042106 50.763941123973837 leaf_count=118 96 2264 internal_value=0 0.000718688 internal_weight=0 52.1733 internal_count=2478 2360 is_linear=0 shrinkage=0.0204111 Tree=9351 num_leaves=3 num_cat=0 split_feature=1456 31 split_gain=1.17382 0.966502 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038645685551389435 0.00039009320779316483 -8.3568253525721342e-06 leaf_weight=1.1831729138752951 0.88235015666714289 50.326938406690942 leaf_count=231 65 2190 internal_value=0 -6.55331e-07 internal_weight=0 51.2093 internal_count=2486 2255 is_linear=0 shrinkage=0.000400217 Tree=9352 num_leaves=4 num_cat=0 split_feature=43 157 156 split_gain=1.48626 2.24588 1.30269 threshold=-0.063379999999999978 -0.072409999999999988 0.086945000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.006107517268962085 0.010280469063119276 -0.0052053017587083269 -0.011501716231978584 leaf_weight=16.558384786756054 4.4465005122390293 27.17109881499232 1.8517726337322518 leaf_count=942 119 1274 159 internal_value=0 -0.00299889 0.00427748 internal_weight=0 31.6176 18.4102 internal_count=2494 1393 1101 is_linear=0 shrinkage=0.0204111 Tree=9353 num_leaves=4 num_cat=0 split_feature=43 160 42 split_gain=1.22168 1.7273 1.56623 threshold=-0.063379999999999978 0.11655500000000001 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011867652941401661 -0.0039112613066885618 0.015418914641735526 0.0061132387789913714 leaf_weight=2.1875813074866555 28.354520280336263 1.9559961352906601 16.755494229170381 leaf_count=101 1310 46 1028 internal_value=0 -0.00261169 0.00397924 internal_weight=0 30.3105 18.9431 internal_count=2485 1356 1129 is_linear=0 shrinkage=0.0204111 Tree=9354 num_leaves=4 num_cat=0 split_feature=42 43 12 split_gain=1.03806 1.93097 0.976865 threshold=-0.0044549999999999998 -0.21368999999999996 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3696360402680247e-06 0.00030833109083077038 6.7968702189392251e-06 -0.00033921598029619136 leaf_weight=3.4225322065467472 3.5989103138272176 40.896367982986476 2.3499551721569105 leaf_count=100 65 1708 559 internal_value=0 3.18986e-05 -0.000146948 internal_weight=0 44.4953 5.77249 internal_count=2432 1773 659 is_linear=0 shrinkage=0.000400217 Tree=9355 num_leaves=4 num_cat=0 split_feature=2 0 160 split_gain=1.3299 1.46985 1.36516 threshold=0.097995000000000013 -0.060094999999999989 0.085545000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010285880560675783 4.4735751479424808e-05 8.2687494376536036e-05 0.00032170546032012705 leaf_weight=20.582434608705857 19.101814528718936 10.114168555282957 3.2499687488725604 leaf_count=1543 673 189 99 internal_value=0 -4.16452e-05 8.64102e-05 internal_weight=0 30.6966 22.3518 internal_count=2504 1732 772 is_linear=0 shrinkage=0.000400217 Tree=9356 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=1.60137 1.27092 threshold=-0.43429999999999996 0.076175000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005308658570527397 3.4963557303254544e-06 -0.00038222364033341618 leaf_weight=0.84164594693356676 48.823213518617308 1.2956817766871598 leaf_count=11 2325 82 internal_value=0 -7.30511e-06 internal_weight=0 50.1189 internal_count=2418 2407 is_linear=0 shrinkage=0.000400217 Tree=9357 num_leaves=4 num_cat=0 split_feature=2 43 15 split_gain=1.11008 2.02227 1.75959 threshold=0.097940000000000013 0.084965000000000013 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043952571092378253 0.0058594238490172175 -0.020910446257560812 -0.018271198952302583 leaf_weight=28.486865371819253 18.852783297087289 2.0516162571766463 1.2405089627472978 leaf_count=1544 656 159 103 internal_value=0 -0.00188615 0.00427667 internal_weight=0 30.5385 20.0933 internal_count=2462 1703 759 is_linear=0 shrinkage=0.0204111 Tree=9358 num_leaves=4 num_cat=0 split_feature=43 376 132 split_gain=1.2969 1.16174 0.023973 threshold=0.2506000000000001 0.048375000000000008 -0.21736499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2433726670805451e-05 -0.0001862108289889295 0.00024207713420859253 -0.00048281530149509695 leaf_weight=47.564025946149286 0.26073537681440939 2.9449385724874437 0.74780199829501615 leaf_count=2184 64 134 76 internal_value=0 2.90822e-06 -0.000432404 internal_weight=0 50.509 1.00854 internal_count=2458 2318 140 is_linear=0 shrinkage=0.000400217 Tree=9359 num_leaves=3 num_cat=0 split_feature=48 480 split_gain=0.972819 0.929851 threshold=-0.097454999999999986 0.08598500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033158069413346077 2.8760766334963558e-05 -0.00033069600354501412 leaf_weight=1.1757764176109038 50.430267376173674 1.0680080347456158 leaf_count=36 2265 175 internal_value=0 2.06048e-05 internal_weight=0 51.4983 internal_count=2476 2440 is_linear=0 shrinkage=0.000400217 Tree=9360 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=1.01965 1.15857 threshold=-1.0000000180025095e-35 -0.09194999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019887596653139814 0.0044884155871427129 -0.0027515855951203145 leaf_weight=0.88044963329866632 12.029037564019744 38.04587157301512 leaf_count=71 357 2078 internal_value=0 -0.00100625 internal_weight=0 50.0749 internal_count=2506 2435 is_linear=0 shrinkage=0.0204111 Tree=9361 num_leaves=3 num_cat=0 split_feature=457 13 split_gain=1.16281 1.16067 threshold=-0.23069499999999998 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017685401337256178 0.013107707013130311 -0.0014649175791187758 leaf_weight=1.3525623886853271 2.2800707953265364 47.375693245994285 leaf_count=22 58 2412 internal_value=0 -0.000767794 internal_weight=0 49.6558 internal_count=2492 2470 is_linear=0 shrinkage=0.0204111 Tree=9362 num_leaves=4 num_cat=0 split_feature=1456 15 160 split_gain=0.968358 1.30982 0.2406 threshold=1.0000000180025095e-35 -0.43799499999999997 -0.089199999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01573926888509081 0.0020222465599884516 0.00029487672524103694 -0.020063452891751002 leaf_weight=2.2940588938176907 0.22652133451219914 46.632434947904812 1.0426723882092108 leaf_count=122 63 2125 165 internal_value=0 0.00105331 -0.0162773 internal_weight=0 48.9265 1.26919 internal_count=2475 2247 228 is_linear=0 shrinkage=0.0204111 Tree=9363 num_leaves=4 num_cat=0 split_feature=2 2 51 split_gain=1.11998 1.86992 1.59387 threshold=0.097940000000000013 0.10097500000000002 -0.090074999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0063611279688532271 0.018871141560136771 9.9737100659556683e-05 -0.0061308452259308333 leaf_weight=5.0919038322866781 2.379872908983546 19.617449330818772 23.560253757520741 leaf_count=170 68 684 1537 internal_value=0 0.00221588 -0.00389472 internal_weight=0 21.9973 28.6522 internal_count=2459 752 1707 is_linear=0 shrinkage=0.0204111 Tree=9364 num_leaves=3 num_cat=0 split_feature=44 1 split_gain=0.988849 1.02392 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0039130821167761357 -0.016830171273470605 0.0024677404392587136 leaf_weight=15.157787248049315 1.3052632693506883 33.275805689214963 leaf_count=1276 49 1128 internal_value=0 0.000466377 internal_weight=0 48.4336 internal_count=2453 2404 is_linear=0 shrinkage=0.0204111 Tree=9365 num_leaves=4 num_cat=0 split_feature=3 52 4 split_gain=1.54751 1.20545 0.60197 threshold=-0.16048499999999996 0.18635500000000002 -0.071519999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9537402111834e-05 -3.5963209325923871e-05 -0.00031098001181356107 0.00033714438888424186 leaf_weight=2.4979384561102052 43.090597995099415 2.6057571142757743 2.1512093051278489 leaf_count=88 2067 275 52 internal_value=0 -5.23674e-05 0.000187415 internal_weight=0 45.6964 4.64915 internal_count=2482 2342 140 is_linear=0 shrinkage=0.000400217 Tree=9366 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.41794 1.62311 threshold=-0.5356749999999999 -0.47860499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018073593224824252 0.020171252437247166 0.001466614560720863 leaf_weight=1.3655693983782828 1.9027639855144105 48.368063193509784 leaf_count=26 41 2418 internal_value=0 0.00221784 internal_weight=0 50.2708 internal_count=2485 2459 is_linear=0 shrinkage=0.0204111 Tree=9367 num_leaves=4 num_cat=0 split_feature=1213 484 475 split_gain=1.03358 1.12504 0.78661 threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015197289220690158 -0.011278566284791007 0.0020020357482640984 -0.01750665641355539 leaf_weight=0.27292677760124218 2.7093068069957544 45.941846764860429 1.8905334000664871 leaf_count=2 387 1704 387 internal_value=0 0.00123826 -0.0128362 internal_weight=0 48.6512 2.16346 internal_count=2480 2091 389 is_linear=0 shrinkage=0.0204111 Tree=9368 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=1.14873 1.29554 threshold=-0.52412999999999987 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036162552924706812 -0.00029606907853188454 2.1636945493947496e-05 leaf_weight=1.4047601347847365 2.0359066875971612 47.911891735538575 leaf_count=17 122 2337 internal_value=0 8.05378e-06 internal_weight=0 49.9478 internal_count=2476 2459 is_linear=0 shrinkage=0.000400217 Tree=9369 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=1.44885 1.62773 0.587867 threshold=0.18307500000000002 0.11939500000000002 -0.13870499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4402709374054498e-05 1.8024046002039531e-05 -0.00022606775600385545 0.00043068213936001761 leaf_weight=42.518550810740635 0.82717762647371307 4.9302852599212192 1.6198560638363222 leaf_count=2230 42 115 69 internal_value=0 -1.10573e-05 0.000298082 internal_weight=0 47.4488 2.44703 internal_count=2456 2345 111 is_linear=0 shrinkage=0.000400217 Tree=9370 num_leaves=4 num_cat=0 split_feature=147 42 150 split_gain=1.67714 1.93499 0.23594 threshold=0.090115000000000015 0.091705000000000023 0.090480000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8615990806537483e-06 0.00013654465341556203 -0.00024662764957654546 0.00038001573190946043 leaf_weight=42.903669465682128 1.264753684663446 5.1793992249731664 1.7207147859771792 leaf_count=1867 39 513 53 internal_value=0 -1.82756e-05 0.000285537 internal_weight=0 48.0831 2.98547 internal_count=2472 2380 92 is_linear=0 shrinkage=0.000400217 Tree=9371 num_leaves=4 num_cat=0 split_feature=15 157 147 split_gain=1.09233 1.06463 1.06248 threshold=0.097210000000000019 -0.083944999999999978 0.15831500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026554624375904888 -0.0003177826415706812 3.6856620170005079e-05 0.00029622630541303809 leaf_weight=1.8299815273044249 2.5683682204494285 47.285244869016196 0.45082276314496983 leaf_count=184 272 1991 4 internal_value=0 2.5011e-05 -0.000218785 internal_weight=0 49.1152 3.01919 internal_count=2451 2175 276 is_linear=0 shrinkage=0.000400217 Tree=9372 num_leaves=4 num_cat=0 split_feature=1 52 43 split_gain=1.53908 1.33964 1.14115 threshold=0.12419000000000001 -0.11408499999999998 -0.25364999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012786260302454801 -0.010204141183506026 0.00046159440257569469 0.014053477272850822 leaf_weight=3.3405843292197224 0.87285485863685597 40.206874438652221 5.0906944989023932 leaf_count=398 6 1820 223 internal_value=0 -0.000584851 0.0103804 internal_weight=0 43.5475 5.96355 internal_count=2447 2218 229 is_linear=0 shrinkage=0.0204111 Tree=9373 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=1.0426 1.83155 1.49522 threshold=-0.053524999999999996 -0.00051499999999999994 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020255122651390223 -0.00036452459508742809 1.4015773122082432e-06 0.00013101513468992144 leaf_weight=2.3473278042815791 2.2405465611980153 31.88011709768648 17.68658230126448 leaf_count=92 443 892 1026 internal_value=0 -2.37408e-05 9.10234e-05 internal_weight=0 34.1207 20.0339 internal_count=2453 1335 1118 is_linear=0 shrinkage=0.000400217 Tree=9374 num_leaves=3 num_cat=0 split_feature=1210 474 split_gain=0.87625 0.89574 threshold=-0.08107499999999998 0.084660000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039568795466980115 1.0282019145706793e-06 0.00017498230402608478 leaf_weight=0.72232710420939739 49.817989594140499 5.1282908537386893 leaf_count=112 2130 269 internal_value=0 1.75867e-05 internal_weight=0 54.9463 internal_count=2511 2399 is_linear=0 shrinkage=0.000400217 Tree=9375 num_leaves=3 num_cat=0 split_feature=1365 11 split_gain=1.23257 1.23093 threshold=0.084635000000000016 0.088215000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4840857965693389e-05 -0.00037501574901346792 -0.00026981322154738795 leaf_weight=50.232587758373256 1.1711303130432487 2.1065389548764406 leaf_count=2318 44 77 internal_value=0 2.20294e-05 internal_weight=0 52.3391 internal_count=2439 2395 is_linear=0 shrinkage=0.000400217 Tree=9376 num_leaves=4 num_cat=0 split_feature=43 16 0 split_gain=1.00604 1.75392 1.22566 threshold=0.084965000000000013 -0.014034999999999997 0.16686000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.3558773379564135e-05 -0.00036216520684200784 0.00011574627810590167 0.0003400435767898451 leaf_weight=43.275807679576701 2.8059188201132201 2.0523701109146932 1.812316795123478 leaf_count=2171 193 59 21 internal_value=0 -0.000162214 2.74917e-05 internal_weight=0 4.85829 45.0881 internal_count=2444 252 2192 is_linear=0 shrinkage=0.000400217 Tree=9377 num_leaves=4 num_cat=0 split_feature=16 3 1429 split_gain=1.16923 1.95702 1.41578 threshold=-0.0087549999999999989 -0.52412999999999987 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076014522343173779 -0.00043977546858734183 -3.8529275742159537e-05 9.1963246298212484e-05 leaf_weight=0.50239493622211995 0.72657505332927286 31.256615298371116 19.39625880700396 leaf_count=12 88 1576 739 internal_value=0 -5.25749e-05 7.04365e-05 internal_weight=0 31.759 20.1228 internal_count=2415 1588 827 is_linear=0 shrinkage=0.000400217 Tree=9378 num_leaves=3 num_cat=0 split_feature=1375 0 split_gain=1.52963 1.53689 threshold=-0.43429999999999996 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052516800148520357 5.7891776451984541e-05 -8.3680685329766785e-05 leaf_weight=0.8747449199163374 21.715065588489324 27.98909185673017 leaf_count=11 434 2009 internal_value=0 -2.18385e-05 internal_weight=0 49.7042 internal_count=2454 2443 is_linear=0 shrinkage=0.000400217 Tree=9379 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.12147 1.29828 threshold=-0.15747999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028847260215761767 -0.00028507916421720617 -2.4275492868457605e-05 leaf_weight=1.5937508966308076 3.1662428040144723 45.884735617502429 leaf_count=26 176 2250 internal_value=0 -4.17213e-05 internal_weight=0 49.051 internal_count=2452 2426 is_linear=0 shrinkage=0.000400217 Tree=9380 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=0.886916 1.08751 threshold=-0.40186499999999997 0.088470000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041253354998229818 4.7643701343635228e-06 0.00035745171051421084 leaf_weight=0.67939467001815401 51.828595140728567 1.3274031418386574 leaf_count=9 2403 43 internal_value=0 1.43045e-05 internal_weight=0 53.156 internal_count=2455 2446 is_linear=0 shrinkage=0.000400217 Tree=9381 num_leaves=3 num_cat=0 split_feature=8 1375 split_gain=1.22629 1.04182 threshold=1.0000000180025095e-35 -0.53764999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041759259448350007 0.00033108254109657533 -1.3579538964594507e-05 leaf_weight=0.80211783479899068 1.6797211313896685 49.734144608630572 leaf_count=4 51 2418 internal_value=0 -5.82788e-06 internal_weight=0 50.5363 internal_count=2473 2422 is_linear=0 shrinkage=0.000400217 Tree=9382 num_leaves=3 num_cat=0 split_feature=39 13 split_gain=0.880817 0.929514 threshold=0.16946000000000003 0.27266500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010781501621487133 0.019556985358336988 -0.017455227964622573 leaf_weight=48.930385044950981 0.81106529491080337 1.2096553903502343 leaf_count=2419 18 35 internal_value=0 -0.000564291 internal_weight=0 50.14 internal_count=2472 2454 is_linear=0 shrinkage=0.0204111 Tree=9383 num_leaves=3 num_cat=0 split_feature=48 130 split_gain=1.09982 1.19125 threshold=0.12879500000000002 -0.10323999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023543226868130485 -0.011876897917795391 0.0010168312790647411 leaf_weight=0.72533380600361752 3.0255651405861945 47.501044333406867 leaf_count=48 74 2373 internal_value=0 0.000593765 internal_weight=0 48.2264 internal_count=2495 2421 is_linear=0 shrinkage=0.0204111 Tree=9384 num_leaves=4 num_cat=0 split_feature=133 1 1429 split_gain=1.04479 1.02277 1.01713 threshold=0.10637000000000002 0.109225 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0195986867656689 -0.022636135950314027 0.012238302522261121 0.0020035508598260075 leaf_weight=0.81495501825815964 1.2889861643307075 0.38732294026522129 45.989883792033424 leaf_count=123 302 30 1991 internal_value=0 -0.0143164 0.00158154 internal_weight=0 1.67631 46.8048 internal_count=2446 332 2114 is_linear=0 shrinkage=0.0204111 Tree=9385 num_leaves=3 num_cat=0 split_feature=133 13 split_gain=1.17929 1.46106 threshold=-0.26719999999999994 -0.09194999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021989252103893828 0.0077768145576334012 -0.00063316973828308901 leaf_weight=0.81796985332311933 10.907150734625246 39.237931507667099 leaf_count=151 339 2066 internal_value=0 0.00120935 internal_weight=0 50.1451 internal_count=2556 2405 is_linear=0 shrinkage=0.0204111 Tree=9386 num_leaves=4 num_cat=0 split_feature=42 43 52 split_gain=1.27099 1.27558 0.257054 threshold=-0.108275 -0.26987499999999992 0.022635000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0074375997238696834 0.013284377768878647 0.00052151021176370378 -0.022966075914853151 leaf_weight=1.1601695534122871 3.4017415178604997 45.785825543317515 0.82770257698120975 leaf_count=83 69 2270 72 internal_value=0 0.00143234 -0.0147831 internal_weight=0 49.1876 1.98787 internal_count=2494 2339 155 is_linear=0 shrinkage=0.0204111 Tree=9387 num_leaves=4 num_cat=0 split_feature=15 49 1 split_gain=1.74467 1.13257 0.392601 threshold=0.097210000000000019 -0.11612499999999999 0.11174500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012254736351330228 -0.022336110192412564 0.0016027135651296924 -0.0050399836317193752 leaf_weight=2.4794615189093738 1.5401925727383052 47.480133607066932 0.9379414672293932 leaf_count=66 237 2189 25 internal_value=0 0.000889112 -0.0162906 internal_weight=0 49.9596 2.47813 internal_count=2517 2255 262 is_linear=0 shrinkage=0.0204111 Tree=9388 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.08855 1.31725 threshold=-0.15747999999999998 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030096355486040199 -0.00025234689148492833 9.449236188007429e-06 leaf_weight=1.7935101610491972 3.1728554605688251 48.913110084722121 leaf_count=31 173 2285 internal_value=0 -7.00536e-06 internal_weight=0 52.086 internal_count=2489 2458 is_linear=0 shrinkage=0.000400217 Tree=9389 num_leaves=3 num_cat=0 split_feature=457 43 split_gain=1.24501 1.08079 threshold=-0.23069499999999998 -0.51412499999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003597305277328881 0.00022225447617252994 -3.4431845327653833e-05 leaf_weight=1.3069049522164267 2.6686609221742392 47.801199221105435 leaf_count=19 46 2400 internal_value=0 -2.03973e-05 internal_weight=0 50.4699 internal_count=2465 2446 is_linear=0 shrinkage=0.000400217 Tree=9390 num_leaves=3 num_cat=0 split_feature=2 157 split_gain=1.44182 1.28734 threshold=-0.14169499999999999 -0.077234999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030736075320080724 0.0001451799565531471 -4.9728017572772565e-05 leaf_weight=2.0805553899081124 6.1261358891017599 41.779926717634794 leaf_count=69 290 2093 internal_value=0 -2.45231e-05 internal_weight=0 47.9061 internal_count=2452 2383 is_linear=0 shrinkage=0.000400217 Tree=9391 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.0738 1.20626 threshold=-0.094929999999999987 -0.029664999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015748678098789885 0.020470212809249932 0.00033904201985141723 leaf_weight=1.5664602837859991 1.1601832433370862 49.318453633830813 leaf_count=45 14 2396 internal_value=0 0.000846011 internal_weight=0 50.4786 internal_count=2455 2410 is_linear=0 shrinkage=0.0204111 Tree=9392 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=2.51172 2.64094 1.90644 threshold=0.090515000000000012 0.10812000000000001 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017579194742527179 0.00010406316551595954 0.00020282644488242406 -0.00022285398618201134 leaf_weight=18.225227695412631 24.531353112467063 3.4194805702427393 3.1258311768906415 leaf_count=1553 807 22 67 internal_value=0 -0.000115241 6.63652e-05 internal_weight=0 21.6447 27.6572 internal_count=2449 1575 874 is_linear=0 shrinkage=0.000400217 Tree=9393 num_leaves=4 num_cat=0 split_feature=48 1374 0 split_gain=1.26635 1.62037 1.39984 threshold=0.093265000000000015 -0.094929999999999987 -0.23211999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021626031905350552 -0.01412281290393393 0.00066782120962861641 0.010907169720736893 leaf_weight=1.294517480971989 0.94916370767168601 39.48254159843907 8.3410704017128392 leaf_count=39 19 2146 263 internal_value=0 -9.72055e-05 0.00821218 internal_weight=0 40.7771 9.29023 internal_count=2467 2185 282 is_linear=0 shrinkage=0.0204111 Tree=9394 num_leaves=4 num_cat=0 split_feature=0 2 47 split_gain=1.18103 1.30464 1.23528 threshold=0.043560000000000008 0.11122000000000001 0.090280000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9628904749675178e-06 4.3189588727380481e-05 0.00039275238766238891 -0.00016589845799471075 leaf_weight=32.904972172512771 7.310162036224936 2.1344684928990318 8.4216876958171252 leaf_count=2009 157 43 271 internal_value=0 0.000125866 -3.021e-05 internal_weight=0 9.44463 41.3267 internal_count=2480 200 2280 is_linear=0 shrinkage=0.000400217 Tree=9395 num_leaves=4 num_cat=0 split_feature=480 151 15 split_gain=0.900656 0.904541 0.129797 threshold=0.084710000000000021 -0.27336999999999995 -0.46714499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002935507695057882 -1.8186911712309183e-05 3.1368779959470512e-05 -0.00037658995047414897 leaf_weight=1.3001198489582737 0.20499083661707118 49.350676170663746 0.94457504643832979 leaf_count=57 9 2215 181 internal_value=0 2.23996e-05 -0.000319966 internal_weight=0 50.6508 1.14957 internal_count=2462 2272 190 is_linear=0 shrinkage=0.000400217 Tree=9396 num_leaves=3 num_cat=0 split_feature=13 1456 split_gain=1.02642 1.07447 threshold=-0.5356749999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015160074759805384 0.0019190500489850262 -0.016872440151702684 leaf_weight=1.486259364424767 50.376666091208108 1.1890453695332315 leaf_count=25 2224 223 internal_value=0 0.00145012 internal_weight=0 51.5657 internal_count=2472 2447 is_linear=0 shrinkage=0.0204111 Tree=9397 num_leaves=3 num_cat=0 split_feature=3 157 split_gain=1.25124 1.21821 threshold=0.30863500000000005 -0.077234999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001388036988836891 0.00037438928131250848 -4.2709259301916575e-05 leaf_weight=6.7811806451611565 1.2308589344825112 41.994187434886271 leaf_count=313 98 2068 internal_value=0 -1.72136e-05 internal_weight=0 48.7754 internal_count=2479 2381 is_linear=0 shrinkage=0.000400217 Tree=9398 num_leaves=4 num_cat=0 split_feature=457 150 150 split_gain=1.7166 1.50992 0.643467 threshold=0.092360000000000012 0.12187000000000002 0.11235000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0445838337392715e-05 4.6646800543797187e-05 -0.00046232305908239208 0.00036350045406288674 leaf_weight=46.837540020671895 1.7338015562836506 1.1033822149183823 2.5441514610865852 leaf_count=2321 61 36 42 internal_value=0 -2.1899e-05 0.000239549 internal_weight=0 47.9409 4.27795 internal_count=2460 2357 103 is_linear=0 shrinkage=0.000400217 Tree=9399 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=1.14919 1.13112 threshold=0.30863500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011352120999028777 0.018944420722008297 -5.5231511499799846e-05 leaf_weight=3.9277566815871969 1.1200284950368757 42.976769366561371 leaf_count=188 98 2156 internal_value=0 -0.00102601 internal_weight=0 46.9045 internal_count=2442 2344 is_linear=0 shrinkage=0.0204111 Tree=9400 num_leaves=4 num_cat=0 split_feature=1375 158 1 split_gain=1.71423 1.11837 0.489487 threshold=-1.0000000180025095e-35 0.096590000000000023 0.093575000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023564058514300646 0.00075677226533060814 -0.015936171784739682 -0.006880048603860241 leaf_weight=1.4602927251089561 44.327450088461887 1.6254745539083604 1.6196664156159384 leaf_count=69 2176 191 26 internal_value=0 0.000128999 -0.0153395 internal_weight=0 45.9529 3.07996 internal_count=2462 2367 95 is_linear=0 shrinkage=0.0204111 Tree=9401 num_leaves=4 num_cat=0 split_feature=1 1 16 split_gain=1.08796 1.40275 0.63879 threshold=0.13662500000000002 0.13075500000000004 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058444323367848013 0.020941511633866629 -0.019896101570144376 0.0020680041831590539 leaf_weight=44.210548754596743 1.3697436992242731 1.5130024358222716 1.5622151472489338 leaf_count=2255 98 56 49 internal_value=0 -0.00127051 0.0113313 internal_weight=0 45.7236 2.93196 internal_count=2458 2311 147 is_linear=0 shrinkage=0.0204111 Tree=9402 num_leaves=4 num_cat=0 split_feature=15 50 42 split_gain=1.40049 1.90721 1.33137 threshold=-0.25061999999999995 0.11843500000000001 0.09087000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035748153985830963 -5.8791307016968824e-06 -0.00025276808306025513 -0.00020694286144633644 leaf_weight=3.1497597123593541 39.384207830773107 1.0064712273888288 5.9801296018413259 leaf_count=180 1764 20 512 internal_value=0 0.00020695 -3.28285e-05 internal_weight=0 4.15623 45.3643 internal_count=2476 200 2276 is_linear=0 shrinkage=0.000400217 Tree=9403 num_leaves=4 num_cat=0 split_feature=1 3 13 split_gain=1.42042 1.68514 0.800712 threshold=0.12337000000000002 -0.12077499999999998 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0049987786439008933 0.020246892485578781 -0.0041521045814851528 0.0039212352942122903 leaf_weight=11.215051500326693 1.661575492178599 32.216779220956141 4.5149384100222951 leaf_count=249 128 1991 107 internal_value=0 -0.00178237 0.00859539 internal_weight=0 43.4318 6.17651 internal_count=2475 2240 235 is_linear=0 shrinkage=0.0204111 Tree=9404 num_leaves=4 num_cat=0 split_feature=15 159 51 split_gain=1.21182 1.20333 0.781019 threshold=-0.24269999999999997 0.091305000000000011 0.0045000000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032534047256801811 1.2594104786484025e-05 -0.00025007723686891052 -7.5920538705420419e-05 leaf_weight=2.9319422141156788 44.178738411778227 2.8696342779160195 0.99370008352161665 leaf_count=174 2073 224 24 internal_value=0 -3.98277e-06 0.00022448 internal_weight=0 47.0484 3.92564 internal_count=2495 2297 198 is_linear=0 shrinkage=0.000400217 Tree=9405 num_leaves=3 num_cat=0 split_feature=47 1456 split_gain=1.0927 1.00383 threshold=0.13148500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018768696930469512 -0.012478027321642127 0.0024085815505109371 leaf_weight=0.83994108123078959 2.160092023350443 48.181994454523306 leaf_count=215 48 2223 internal_value=0 0.00200379 internal_weight=0 49.0219 internal_count=2486 2438 is_linear=0 shrinkage=0.0204111 Tree=9406 num_leaves=3 num_cat=0 split_feature=160 1213 split_gain=1.17691 1.00038 threshold=-0.40446999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004042153719843438 -0.00026728279138708589 2.3168237127794914e-05 leaf_weight=1.0015848265570628 1.8653595377691079 48.188698142956014 leaf_count=182 352 1892 internal_value=0 1.17716e-05 internal_weight=0 50.0541 internal_count=2426 2244 is_linear=0 shrinkage=0.000400217 Tree=9407 num_leaves=4 num_cat=0 split_feature=15 1 11 split_gain=1.60905 1.57266 1.0858 threshold=0.084050000000000014 0.11239500000000001 0.08776500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5345657631019873e-05 -0.0004177549585119656 8.8727785002246684e-05 -0.00022568053129509391 leaf_weight=43.922384327415443 2.6272019658426862 1.478035546155297 2.5984150762327536 leaf_count=1567 811 28 88 internal_value=0 -0.000237888 2.02592e-05 internal_weight=0 4.10524 46.5208 internal_count=2494 839 1655 is_linear=0 shrinkage=0.000400217 Tree=9408 num_leaves=4 num_cat=0 split_feature=403 13 475 split_gain=1.16352 1.32663 0.639166 threshold=-1.0000000180025095e-35 -0.084024999999999975 -0.086424999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014267522606532761 0.0060429318998524552 -0.0017337864834553651 -0.014159573137124491 leaf_weight=0.2755334144458178 12.513989075111111 32.981356658420054 3.2561501032450897 leaf_count=4 574 1266 611 internal_value=0 0.000414868 -0.0115715 internal_weight=0 45.4953 3.53168 internal_count=2455 1840 615 is_linear=0 shrinkage=0.0204111 Tree=9409 num_leaves=4 num_cat=0 split_feature=4 3 46 split_gain=1.17369 1.82528 1.38348 threshold=-0.26545999999999997 -0.52412999999999987 0.084955000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028701702456680322 5.3717020527526558e-05 -0.00022341846424492185 -0.0004559407651484271 leaf_weight=1.2769063562154768 41.941447479534645 5.9295888170745448 0.75966074588359234 leaf_count=7 2240 187 26 internal_value=0 -0.000129968 4.34814e-05 internal_weight=0 7.2065 42.7011 internal_count=2460 194 2266 is_linear=0 shrinkage=0.000400217 Tree=9410 num_leaves=3 num_cat=0 split_feature=448 42 split_gain=0.862811 0.853443 threshold=-0.083859999999999976 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017808934700162753 -0.020845421747186142 0.0013091233025528273 leaf_weight=0.92533246459788543 0.62316649593412776 50.599472566467739 leaf_count=34 7 2415 internal_value=0 0.000994716 internal_weight=0 51.2226 internal_count=2456 2422 is_linear=0 shrinkage=0.0204111 Tree=9411 num_leaves=4 num_cat=0 split_feature=484 133 1 split_gain=1.16013 1.11343 0.571995 threshold=0.088765000000000011 -0.24264499999999997 0.111945 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020848033383341687 -0.020083494650046163 0.0019456773019379467 0.0038904007948691735 leaf_weight=0.79904088263947315 1.4758815466750537 45.869296899443952 0.51753272989299137 leaf_count=147 140 2113 53 internal_value=0 0.00150645 -0.0139835 internal_weight=0 46.6683 1.99341 internal_count=2453 2260 193 is_linear=0 shrinkage=0.0204111 Tree=9412 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=1.01282 0.948492 threshold=0.30863500000000005 0.11166000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.1497056939882567e-06 0.018789515446727228 -0.017995670382198712 leaf_weight=48.851301549813229 1.0540263714960918 1.1400816268160259 leaf_count=2067 102 306 internal_value=0 -0.000453755 internal_weight=0 49.9914 internal_count=2475 2373 is_linear=0 shrinkage=0.0204111 Tree=9413 num_leaves=4 num_cat=0 split_feature=42 43 1 split_gain=1.09376 1.44921 1.41762 threshold=-1.0000000180025095e-35 -0.51412499999999983 0.10790500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030990710644842673 0.00034820950317071715 1.6409235415927164e-06 8.3047516616065349e-05 leaf_weight=3.7784940394707283 1.908349746314342 44.544490257527514 2.3010176797979511 leaf_count=631 19 1785 59 internal_value=0 1.66815e-05 -0.000162367 internal_weight=0 46.4528 6.07951 internal_count=2494 1804 690 is_linear=0 shrinkage=0.000400217 Tree=9414 num_leaves=4 num_cat=0 split_feature=4 457 40 split_gain=1.4955 1.11677 0.646512 threshold=-0.49367499999999992 0.41022000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7112252756529714e-06 2.0160299598537256e-05 -0.00034389743138986672 -0.00044708731982320577 leaf_weight=0.76541681896196712 46.580153874654229 1.2779245781712223 1.5910515746945737 leaf_count=16 2288 22 100 internal_value=0 9.65908e-06 -0.000309773 internal_weight=0 47.8581 2.35647 internal_count=2426 2310 116 is_linear=0 shrinkage=0.000400217 Tree=9415 num_leaves=4 num_cat=0 split_feature=2 457 49 split_gain=1.16754 1.15291 0.0893056 threshold=0.14753000000000002 -0.0046349999999999994 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011580540233011197 0.018264730586760553 -0.00018104736328740492 0.0077140076303917277 leaf_weight=3.9442358651094755 1.1337256622141456 41.690519836985345 0.82381146509942471 leaf_count=194 89 2148 25 internal_value=0 -0.00119224 0.0144821 internal_weight=0 45.6348 1.95754 internal_count=2456 2342 114 is_linear=0 shrinkage=0.0204111 Tree=9416 num_leaves=4 num_cat=0 split_feature=43 11 40 split_gain=1.18269 1.47281 1.37116 threshold=-0.083944999999999978 0.081005000000000008 -0.083039999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011449701949694091 -0.00044323857712442587 -0.00031598278198346997 -4.3507205746659837e-05 leaf_weight=13.455823920243345 1.3201720949145954 1.2969129324073936 35.607332187659836 leaf_count=556 20 40 1849 internal_value=0 7.45585e-05 -5.90944e-05 internal_weight=0 14.7527 36.9275 internal_count=2465 596 1869 is_linear=0 shrinkage=0.000400217 Tree=9417 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=0.998087 1.2695 threshold=-0.094929999999999987 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028145005751440045 0.00032628129646118057 4.702390489980974e-06 leaf_weight=1.7388615193267458 1.9379684350124069 48.292256814659027 leaf_count=43 40 2393 internal_value=0 1.78076e-05 internal_weight=0 50.2302 internal_count=2476 2433 is_linear=0 shrinkage=0.000400217 Tree=9418 num_leaves=3 num_cat=0 split_feature=2 3 split_gain=1.24486 1.27281 threshold=-0.18970999999999996 0.30863500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018424441596667101 -0.0024728753711773868 0.018857722873966139 leaf_weight=1.1714279926745792 46.931775436859652 1.0840539728069405 leaf_count=46 2351 90 internal_value=0 -0.00194854 internal_weight=0 48.0158 internal_count=2487 2441 is_linear=0 shrinkage=0.0204111 Tree=9419 num_leaves=4 num_cat=0 split_feature=1 43 52 split_gain=2.75799 2.54815 1.17221 threshold=1.0000000180025095e-35 -0.18545499999999995 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014408330341213692 -0.00029807913548437039 -0.00027526833159182535 3.9618522182582418e-05 leaf_weight=2.8680314465145775 1.6185434006429193 10.849976115238631 33.998432431298625 leaf_count=79 149 1186 1034 internal_value=0 -0.000187138 2.33865e-05 internal_weight=0 13.718 35.617 internal_count=2448 1265 1183 is_linear=0 shrinkage=0.000400217 Tree=9420 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=1.23222 1.968 1.8557 threshold=0.084045000000000022 0.094415000000000013 0.099325000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.006315838287972198 -0.010636364763045239 -0.0047595304269550153 0.002557461210647777 leaf_weight=17.966565001711391 9.5962128849867003 10.50442121286005 8.1203403179388243 leaf_count=545 1399 245 234 internal_value=0 0.00222692 -0.00461092 internal_weight=0 28.471 17.7166 internal_count=2423 790 1633 is_linear=0 shrinkage=0.0204111 Tree=9421 num_leaves=4 num_cat=0 split_feature=15 1 49 split_gain=2.04879 1.54872 1.20787 threshold=0.084050000000000014 0.11239500000000001 -0.11612499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011659021532818933 -0.021792828564031429 0.0059395168539232851 0.0018987231740593346 leaf_weight=2.8164663117931914 2.8599261480926539 1.1122026502271181 42.057536710682939 leaf_count=71 815 22 1557 internal_value=0 -0.0140778 0.00102089 internal_weight=0 3.97213 44.874 internal_count=2465 837 1628 is_linear=0 shrinkage=0.0204111 Tree=9422 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=1.15665 1.098 threshold=-0.25626499999999997 -0.15786499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041430244531671018 0.00017896618841467342 -1.0030924203889753e-06 leaf_weight=0.88530179308963752 6.0723275975515199 44.507902006893573 leaf_count=17 170 2315 internal_value=0 2.09504e-05 internal_weight=0 50.5802 internal_count=2502 2485 is_linear=0 shrinkage=0.000400217 Tree=9423 num_leaves=4 num_cat=0 split_feature=42 48 14 split_gain=1.88174 2.29716 1.39022 threshold=0.077855000000000021 0.088965000000000002 -0.10708499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014412152802894962 -0.013119664965424577 0.0068341594205346412 0.0016033533869850341 leaf_weight=2.3126652142227604 10.188097050569239 3.0576820508695155 32.778810102658554 leaf_count=78 1073 145 1171 internal_value=0 -0.00849481 0.000505387 internal_weight=0 13.2458 35.0915 internal_count=2467 1218 1249 is_linear=0 shrinkage=0.0204111 Tree=9424 num_leaves=4 num_cat=0 split_feature=1 16 457 split_gain=2.05648 2.67 1.22693 threshold=0.077845000000000011 0.0060650000000000009 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035685509650466721 -8.7596228030269803e-06 1.0573550888419312e-05 0.0001858562815257982 leaf_weight=5.8348366646847563 28.101229479970698 6.7654348307241889 6.2492343370322478 leaf_count=992 1047 294 134 internal_value=0 -0.000161217 2.71348e-05 internal_weight=0 12.6003 34.3505 internal_count=2467 1286 1181 is_linear=0 shrinkage=0.000400217 Tree=9425 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=1.07013 1.01779 threshold=0.26577500000000004 0.29113500000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0008716283506150969 0.01881905934874949 0.012920132858256503 leaf_weight=46.772397184113629 1.1500651473820642 2.2285630658734581 leaf_count=2301 115 28 internal_value=0 -0.000216354 internal_weight=0 49.001 internal_count=2444 2329 is_linear=0 shrinkage=0.0204111 Tree=9426 num_leaves=3 num_cat=0 split_feature=38 457 split_gain=1.34337 1.23797 threshold=0.084835000000000008 -0.0046349999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.010584074918478513 -0.017764022751393882 0.0012720819628848619 leaf_weight=3.8754635085906548 1.6589598472501155 45.853836843736758 leaf_count=194 47 2230 internal_value=0 0.000326416 internal_weight=0 49.7293 internal_count=2471 2424 is_linear=0 shrinkage=0.0204111 Tree=9427 num_leaves=3 num_cat=0 split_feature=403 160 split_gain=1.21993 0.983591 threshold=0.090880000000000016 -0.40446999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037141128673789643 -0.00037407261079772569 4.0411776391815316e-05 leaf_weight=0.83512450049090503 1.0959744171568662 50.361466834991234 leaf_count=178 196 2088 internal_value=0 3.28982e-05 internal_weight=0 51.1966 internal_count=2462 2266 is_linear=0 shrinkage=0.000400217 Tree=9428 num_leaves=4 num_cat=0 split_feature=484 52 40 split_gain=1.31823 1.098 1.04428 threshold=-0.0068949999999999992 -0.031059999999999997 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020476788508138106 0.0001156604229215855 -1.0340340455750983e-05 -0.00033941373521770605 leaf_weight=0.63828217737318516 17.645587002639218 29.404639542379755 2.5133787460451904 leaf_count=18 638 1401 391 internal_value=0 3.7077e-05 -0.000225961 internal_weight=0 47.0502 3.15166 internal_count=2448 2039 409 is_linear=0 shrinkage=0.000400217 Tree=9429 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=1.26703 1.98139 1.54201 threshold=0.0063750000000000013 -0.0016099999999999997 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019214858222818946 -0.00038491749230968296 -0.020086601056708439 0.011197916363697987 leaf_weight=24.343334542513393 18.864817918026009 2.6808011395372651 6.3021369451016644 leaf_count=1616 603 143 118 internal_value=0 -0.00379892 0.00255233 internal_weight=0 27.0241 25.167 internal_count=2480 1759 721 is_linear=0 shrinkage=0.0204111 Tree=9430 num_leaves=4 num_cat=0 split_feature=403 44 1 split_gain=0.909866 0.958576 0.0415022 threshold=-0.092224999999999988 1.0000000180025095e-35 0.095805000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01888886676956901 0.0011022636244204076 -0.015864812820052063 -0.0033140655216775958 leaf_weight=0.94648032063469034 46.649560132346778 1.3178112969471829 0.13421581898001023 leaf_count=290 2107 45 19 internal_value=0 0.000600265 -0.0174473 internal_weight=0 47.9674 1.0807 internal_count=2461 2152 309 is_linear=0 shrinkage=0.0204111 Tree=9431 num_leaves=4 num_cat=0 split_feature=43 474 156 split_gain=1.72609 1.9544 1.32105 threshold=-0.053524999999999996 0.084660000000000027 0.08549000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011203802339226989 -0.00010298222034841716 0.00022087359131499917 -0.00023265340326796726 leaf_weight=18.587540257777167 28.42614520018515 3.2277372304542942 1.8636867668242292 leaf_count=961 1239 101 176 internal_value=0 -6.92966e-05 7.95311e-05 internal_weight=0 31.6539 20.4512 internal_count=2477 1340 1137 is_linear=0 shrinkage=0.000400217 Tree=9432 num_leaves=3 num_cat=0 split_feature=0 401 split_gain=2.12635 0.865934 threshold=0.15425000000000003 0.087110000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00076105580865068522 -0.019348742669699947 -0.017317313196521147 leaf_weight=47.438909166632016 2.2856578211212755 1.0181281804125308 leaf_count=2222 38 194 internal_value=0 0.000342166 internal_weight=0 48.457 internal_count=2454 2416 is_linear=0 shrinkage=0.0204111 Tree=9433 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=1.22934 1.39786 threshold=-0.094929999999999987 -0.23025999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029958952981265339 0.00021511969610077758 6.2900125761127966e-06 leaf_weight=1.7591142846067658 5.7099518708419046 43.527184539951918 leaf_count=45 77 2318 internal_value=0 3.09408e-05 internal_weight=0 49.2371 internal_count=2440 2395 is_linear=0 shrinkage=0.000400217 Tree=9434 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=1.36779 1.07994 threshold=-0.51735999999999993 -0.14941999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018736918695520594 0.014765231309342337 -0.00072096900235530976 leaf_weight=1.5455067550356023 1.8408131776959624 47.631756138658602 leaf_count=20 29 2433 internal_value=0 -0.000112706 internal_weight=0 49.4726 internal_count=2482 2462 is_linear=0 shrinkage=0.0204111 Tree=9435 num_leaves=4 num_cat=0 split_feature=133 160 51 split_gain=1.52912 1.18774 1.16388 threshold=0.099280000000000021 -0.25833999999999996 0.080335000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040401824896992347 -0.00041044840614026351 4.6774605888943858e-05 0.00025663890724733081 leaf_weight=0.84327151548552493 1.9615432168475302 48.910463529547769 0.44335398556268035 leaf_count=174 332 1909 45 internal_value=0 3.82441e-05 -0.000281522 internal_weight=0 49.7537 2.4049 internal_count=2460 2083 377 is_linear=0 shrinkage=0.000400217 Tree=9436 num_leaves=3 num_cat=0 split_feature=31 15 split_gain=1.11232 1.0056 threshold=-1.0000000180025095e-35 0.077615000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019797864191519268 -0.0011969262353138787 -0.010489355021890356 leaf_weight=0.86086526002372821 42.750756657469651 5.3674596688474585 leaf_count=67 1493 899 internal_value=0 -0.00225542 internal_weight=0 48.1182 internal_count=2459 2392 is_linear=0 shrinkage=0.0204111 Tree=9437 num_leaves=4 num_cat=0 split_feature=3 3 15 split_gain=0.903952 1.82247 1.12822 threshold=-0.084024999999999975 -0.084524999999999975 0.13673000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8131390576191469e-05 -8.5899144587009996e-06 0.00063444646664756704 -0.00040407355338036623 leaf_weight=17.88942068354709 32.320872812956395 0.81482404942471376 1.0864963007279573 leaf_count=864 1504 36 54 internal_value=0 8.68637e-05 -2.27589e-05 internal_weight=0 18.7042 33.4074 internal_count=2458 900 1558 is_linear=0 shrinkage=0.000400217 Tree=9438 num_leaves=4 num_cat=0 split_feature=52 16 3 split_gain=1.30469 1.21852 1.17734 threshold=-0.23982999999999996 0.22738500000000003 -0.51735999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017266543448556885 -0.00069177346861339604 0.011582723161455611 -0.020335893067070038 leaf_weight=0.32285699248313937 45.647182376747992 3.5253231147280522 2.10389325590313 leaf_count=1 2076 92 294 internal_value=0 0.000212537 -0.0147923 internal_weight=0 49.1725 2.42675 internal_count=2463 2168 295 is_linear=0 shrinkage=0.0204111 Tree=9439 num_leaves=3 num_cat=0 split_feature=146 38 split_gain=1.09209 1.04882 threshold=0.10064500000000003 0.10386000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00078419496615454525 -0.021686592092648897 -0.02063956714167663 leaf_weight=49.209966012174164 0.84088219329714675 0.85881530784263205 leaf_count=2456 8 29 internal_value=0 0.000371486 internal_weight=0 50.0688 internal_count=2493 2485 is_linear=0 shrinkage=0.0204111 Tree=9440 num_leaves=4 num_cat=0 split_feature=42 43 132 split_gain=1.10769 1.4544 0.561153 threshold=-0.094924999999999995 -0.51412499999999983 0.081465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016874031121599603 0.017631724728540937 0.0010920402365234695 0.0044731770286792691 leaf_weight=1.9169079151795352 2.2228384518530211 43.616970672115485 0.63282912383874634 leaf_count=181 23 2216 31 internal_value=0 0.00193508 -0.0116105 internal_weight=0 45.8398 2.54974 internal_count=2451 2239 212 is_linear=0 shrinkage=0.0204111 Tree=9441 num_leaves=4 num_cat=0 split_feature=15 4 457 split_gain=1.22704 1.92188 1.18128 threshold=0.048235000000000007 0.23716000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011002139690319827 -0.013878417855789329 0.017992773560126487 0.0012813684839339517 leaf_weight=3.4330873844883163 5.317336725687027 0.82316939039446868 40.703544578933133 leaf_count=182 883 12 1388 internal_value=0 -0.00936021 0.000300496 internal_weight=0 6.14051 44.1366 internal_count=2465 895 1570 is_linear=0 shrinkage=0.0204111 Tree=9442 num_leaves=4 num_cat=0 split_feature=2 2 2 split_gain=1.14773 1.78613 1.48208 threshold=0.097940000000000013 0.092875000000000013 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014425525707383968 0.017696700433750216 -0.017202829605225175 0.00094945676874499995 leaf_weight=24.372580424449328 2.3780190174206863 3.3082305342577447 19.137684595061387 leaf_count=1489 68 186 694 internal_value=0 -0.00338783 0.00288248 internal_weight=0 27.6808 21.5157 internal_count=2437 1675 762 is_linear=0 shrinkage=0.0204111 Tree=9443 num_leaves=3 num_cat=0 split_feature=148 3 split_gain=1.08031 1.21865 threshold=-0.081784999999999983 -0.12077499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00026978330800849322 0.00014817397017828163 -2.477257862564402e-07 leaf_weight=1.8307376578377432 11.460383012517921 37.815719565144036 leaf_count=66 259 2142 internal_value=0 3.45291e-05 internal_weight=0 49.2761 internal_count=2467 2401 is_linear=0 shrinkage=0.000400217 Tree=9444 num_leaves=3 num_cat=0 split_feature=44 52 split_gain=1.40608 1.22134 threshold=1.0000000180025095e-35 -0.047889999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.527517554416991e-05 -0.00042472057241248098 -3.597685157941775e-05 leaf_weight=17.222885633266287 1.1127572202240106 32.815729429545513 leaf_count=738 39 1697 internal_value=0 9.31088e-06 internal_weight=0 50.0386 internal_count=2474 2435 is_linear=0 shrinkage=0.000400217 Tree=9445 num_leaves=4 num_cat=0 split_feature=0 52 453 split_gain=1.26407 1.38942 1.14365 threshold=0.12113000000000002 0.10433000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.1774426647305967e-05 -0.00031189430301025172 0.00011185607772523417 -0.00024059857049233018 leaf_weight=42.819109230641857 3.2974178860240491 1.8737708325970741 1.9927328663252399 leaf_count=2281 97 17 69 internal_value=0 -0.000159233 4.77621e-05 internal_weight=0 5.17119 44.8118 internal_count=2464 114 2350 is_linear=0 shrinkage=0.000400217 Tree=9446 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=1.61978 2.48148 0.660992 threshold=0.095890000000000017 0.084965000000000013 0.092340000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018017840753479487 0.013684829078599822 -0.030594524457159367 -0.004847608231474748 leaf_weight=43.173538127384063 3.7105431704966341 1.1730498330434773 0.9528895725015899 leaf_count=2226 174 17 66 internal_value=0 -0.00263854 0.00987318 internal_weight=0 44.3466 4.66343 internal_count=2483 2243 240 is_linear=0 shrinkage=0.0204111 Tree=9447 num_leaves=3 num_cat=0 split_feature=38 41 split_gain=1.36678 1.06071 threshold=1.0000000180025095e-35 0.075585000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021368538686955762 -0.015934779409994729 -0.0092640852184926303 leaf_weight=45.037840349330054 1.8882905737891622 3.5662971581350567 leaf_count=2271 50 117 internal_value=0 0.00128095 internal_weight=0 48.6041 internal_count=2438 2388 is_linear=0 shrinkage=0.0204111 Tree=9448 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=1.16315 1.85667 0.694738 threshold=0.095890000000000017 0.084965000000000013 0.092340000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016362474541998319 0.014161331653025808 -0.022074796351927189 -0.0047381120137238537 leaf_weight=44.965008634286278 3.5730984870044713 1.5084241114091117 0.97844970663572883 leaf_count=2231 165 18 62 internal_value=0 -0.000609507 0.0100823 internal_weight=0 46.4734 4.55155 internal_count=2476 2249 227 is_linear=0 shrinkage=0.0204111 Tree=9449 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.14774 1.81745 threshold=-0.5356749999999999 -0.47860499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035058380332265743 0.00041035547573468374 -8.1531702088775707e-06 leaf_weight=1.3735561824578315 1.6102436733872298 47.490631173546944 leaf_count=26 38 2407 internal_value=0 6.47406e-06 internal_weight=0 49.1009 internal_count=2471 2445 is_linear=0 shrinkage=0.000400217 Tree=9450 num_leaves=4 num_cat=0 split_feature=456 151 1 split_gain=1.2854 0.947304 0.486464 threshold=0.087015000000000023 -0.27336999999999995 0.11323000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031911738882281683 -0.00045814504439924369 3.8838588395009822e-05 -2.8244934078960904e-05 leaf_weight=1.1031125717538532 1.1015548606073924 47.720719751627371 0.66983030601113558 leaf_count=50 103 2289 32 internal_value=0 3.00394e-05 -0.000306927 internal_weight=0 48.8238 1.77139 internal_count=2474 2339 135 is_linear=0 shrinkage=0.000400217 Tree=9451 num_leaves=4 num_cat=0 split_feature=51 48 15 split_gain=0.87767 1.4607 1.45686 threshold=0.084970000000000018 0.12933000000000003 0.013270000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032953834186095679 0.0092734077210328506 -0.021139510777612509 -0.013390081184823223 leaf_weight=40.996736360021259 8.8015586237506778 1.2521617586896798 1.2617399313730846 leaf_count=2069 251 33 112 internal_value=0 -0.00036095 0.00631578 internal_weight=0 42.2489 10.0633 internal_count=2465 2102 363 is_linear=0 shrinkage=0.0204111 Tree=9452 num_leaves=3 num_cat=0 split_feature=1456 47 split_gain=1.1917 0.947942 threshold=-1.0000000180025095e-35 0.10783500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01951686119379906 -5.5952800042534468e-05 0.0085101796422091345 leaf_weight=1.0939733191493122 42.732665141260554 6.0453266550248363 leaf_count=233 2087 128 internal_value=0 0.00102275 internal_weight=0 48.778 internal_count=2448 2215 is_linear=0 shrinkage=0.0204111 Tree=9453 num_leaves=4 num_cat=0 split_feature=15 1 15 split_gain=1.37303 1.96339 1.26731 threshold=0.084050000000000014 0.11174500000000002 0.082685000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023721671707620977 -0.021736187042634008 0.0059373211561762869 0.01792992859093431 leaf_weight=43.530998550624304 2.615796427945269 1.690578273264691 1.6428264780697635 leaf_count=1602 791 31 46 internal_value=0 -0.0109971 0.000923384 internal_weight=0 4.30637 45.1738 internal_count=2470 822 1648 is_linear=0 shrinkage=0.0204111 Tree=9454 num_leaves=3 num_cat=0 split_feature=0 47 split_gain=1.04583 1.10086 threshold=0.21217000000000003 0.13148500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.9664125300002592e-05 -0.01594908787532253 -0.014497244893989073 leaf_weight=44.376780081200991 1.8166753511104605 2.1501813797804052 leaf_count=2407 20 48 internal_value=0 -0.000608097 internal_weight=0 46.527 internal_count=2475 2455 is_linear=0 shrinkage=0.0204111 Tree=9455 num_leaves=3 num_cat=0 split_feature=1375 9 split_gain=0.947191 0.880627 threshold=-0.53764999999999985 -0.036024999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021124589772942678 0.019664831299806521 -0.00042389334268439193 leaf_weight=0.78318336050142434 0.81407814405338186 49.622214743019754 leaf_count=4 71 2395 internal_value=0 -5.68061e-05 internal_weight=0 50.4363 internal_count=2470 2466 is_linear=0 shrinkage=0.0204111 Tree=9456 num_leaves=4 num_cat=0 split_feature=3 0 49 split_gain=1.15203 1.37415 0.661181 threshold=-0.15480499999999997 -0.10674499999999999 0.0037600000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043389273851381057 0.0025624363722386305 -0.0045505106610144756 0.020139035152376441 leaf_weight=4.0522044833296595 22.671620004216948 22.375970672307858 1.4533571198163597 leaf_count=145 406 1894 16 internal_value=0 -0.000973218 0.00882811 internal_weight=0 45.0476 5.50556 internal_count=2461 2300 161 is_linear=0 shrinkage=0.0204111 Tree=9457 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.05663 1.0574 threshold=-0.28286499999999998 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032052560978534082 1.7766886154950027e-05 0.00023403000229694733 leaf_weight=1.2701219468763145 48.079863571596547 3.8068269548434719 leaf_count=54 2276 157 internal_value=0 3.41035e-05 internal_weight=0 51.8867 internal_count=2487 2433 is_linear=0 shrinkage=0.000400217 Tree=9458 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=1.3009 1.17042 0.026696 threshold=0.2506000000000001 -0.51412499999999983 -0.14582499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013451794727285369 -0.0083665019247638542 -0.00060179281635562717 -0.024306686094425729 leaf_weight=2.4909784283518084 0.21351043609320186 47.828018522430625 0.79575972642123705 leaf_count=38 21 2292 131 internal_value=0 0.000122234 -0.0221068 internal_weight=0 50.319 1.00927 internal_count=2482 2330 152 is_linear=0 shrinkage=0.0204111 Tree=9459 num_leaves=4 num_cat=0 split_feature=43 11 43 split_gain=1.08125 1.50509 1.28415 threshold=-0.048759999999999991 0.081005000000000008 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050506448306206781 -0.017720777343290934 -0.015516782212479699 -0.0015169292053753825 leaf_weight=18.383109670162302 2.0819786567080909 1.5031078408519523 29.076442756696906 leaf_count=1085 412 42 893 internal_value=0 0.00341787 -0.00265923 internal_weight=0 19.8862 31.1584 internal_count=2432 1127 1305 is_linear=0 shrinkage=0.0204111 Tree=9460 num_leaves=4 num_cat=0 split_feature=484 42 13 split_gain=1.2612 1.5867 0.836734 threshold=0.084930000000000019 -0.0044549999999999998 -0.057284999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011078439537721583 -0.0063558334363625953 0.00093132776204539643 0.013666739363149985 leaf_weight=5.0526557627122193 1.0057437105926963 40.601909735245727 4.4135989734953673 leaf_count=632 167 1585 110 internal_value=0 -0.000421662 0.00989743 internal_weight=0 45.6546 5.41934 internal_count=2494 2217 277 is_linear=0 shrinkage=0.0204111 Tree=9461 num_leaves=4 num_cat=0 split_feature=1447 1 2 split_gain=1.15585 1.17169 0.391812 threshold=-1.0000000180025095e-35 0.094165000000000013 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042184675954795478 -4.1784200884276978e-05 8.1057036631550298e-05 2.0552240293060297e-05 leaf_weight=1.2071585407652481 25.777105585367735 23.831708636836083 0.41033762065489998 leaf_count=215 1526 729 18 internal_value=0 1.72775e-05 -0.000315551 internal_weight=0 49.6088 1.6175 internal_count=2488 2255 233 is_linear=0 shrinkage=0.000400217 Tree=9462 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=0.898189 0.931651 threshold=-0.23739499999999997 0.10340500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019351426034086464 -0.0020109404189989971 0.0066514685187923804 leaf_weight=0.80932942091021587 43.681084653442895 5.75528627645292 leaf_count=11 2190 284 internal_value=0 -0.000989728 internal_weight=0 49.4364 internal_count=2485 2474 is_linear=0 shrinkage=0.0204111 Tree=9463 num_leaves=3 num_cat=0 split_feature=8 4 split_gain=1.33771 1.10795 threshold=1.0000000180025095e-35 -0.080924999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.2584460063033615e-05 0.00036216285624881287 -4.0664797437294761e-05 leaf_weight=14.016219886861675 1.5628823020961125 34.053398947461005 leaf_count=676 53 1742 internal_value=0 -1.68689e-06 internal_weight=0 48.0696 internal_count=2471 2418 is_linear=0 shrinkage=0.000400217 Tree=9464 num_leaves=4 num_cat=0 split_feature=13 13 48 split_gain=1.52985 2.53118 2.0597 threshold=-0.084024999999999975 -0.084169999999999981 -0.064549999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022788243592318617 0.012564458372051598 0.031590900488180508 -0.0044826709475436939 leaf_weight=14.149898438063699 3.1525758719544674 1.2345654673590605 31.161698388810123 leaf_count=715 97 13 1650 internal_value=0 0.00484231 -0.00288072 internal_weight=0 15.3845 34.3143 internal_count=2475 728 1747 is_linear=0 shrinkage=0.0204111 Tree=9465 num_leaves=4 num_cat=0 split_feature=43 1375 156 split_gain=1.78486 1.37303 1.18878 threshold=-0.063379999999999978 -0.43429999999999996 0.08549000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0066815835106662051 -0.027013499442554569 -0.0023534768998109308 -0.0092858424580356536 leaf_weight=16.519619905870858 0.8604866554960634 30.421258497628401 2.1005210419098139 leaf_count=923 8 1361 179 internal_value=0 -0.00312574 0.00483558 internal_weight=0 31.2817 18.6201 internal_count=2471 1369 1102 is_linear=0 shrinkage=0.0204111 Tree=9466 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=1.17053 2.22198 1.60862 threshold=-0.25061999999999995 -0.095804999999999987 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017277954558075542 -0.0095538611402954474 0.0016006262846895315 -0.012200244931535995 leaf_weight=3.161724075775509 9.3713880170048451 34.430514617436415 0.9206768488511442 leaf_count=187 303 1942 19 internal_value=0 -0.000804144 0.0104817 internal_weight=0 43.8019 4.0824 internal_count=2451 2245 206 is_linear=0 shrinkage=0.0204111 Tree=9467 num_leaves=4 num_cat=0 split_feature=131 457 15 split_gain=1.28536 1.01064 0.730926 threshold=0.092225000000000015 -0.23069499999999998 -0.23090999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017868071785702246 0.014382700122523894 0.00052368825365240314 -0.018960172035633358 leaf_weight=1.3308662413546688 0.23358557293067894 47.077994817135732 1.8963051444416112 leaf_count=22 26 2188 234 internal_value=0 0.00104066 -0.0147678 internal_weight=0 48.4089 2.12989 internal_count=2470 2210 260 is_linear=0 shrinkage=0.0204111 Tree=9468 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=1.29208 1.48989 threshold=0.14753000000000002 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6131664181733989e-06 0.00032260181941375093 -0.00044471159796887231 leaf_weight=45.33550516236312 1.7951225713641168 1.1370171036646741 leaf_count=2260 119 71 internal_value=0 -1.3497e-05 internal_weight=0 46.4725 internal_count=2450 2331 is_linear=0 shrinkage=0.000400217 Tree=9469 num_leaves=4 num_cat=0 split_feature=14 457 3 split_gain=1.2902 1.11169 0.115768 threshold=0.076175000000000007 -0.0046349999999999994 -0.013714999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017027446578336028 -0.00049877583824241387 4.4696401222515763e-05 -0.00020515840852854508 leaf_weight=4.1108281195365626 0.5657941705559324 44.121213306738014 0.72301939109456614 leaf_count=191 58 2189 26 internal_value=0 2.60225e-05 -0.000363623 internal_weight=0 48.232 1.28881 internal_count=2464 2380 84 is_linear=0 shrinkage=0.000400217 Tree=9470 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=1.00264 3.03492 1.11612 threshold=0.077765000000000015 -0.029219999999999999 0.086095000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016808857603247769 0.0038652798551535479 -0.017827084549563277 -0.0037243761388040292 leaf_weight=9.5173462396501218 23.258150543064403 4.9784440270371979 12.226929697109084 leaf_count=695 911 613 255 internal_value=0 -0.00510423 0.00124666 internal_weight=0 14.4958 35.4851 internal_count=2474 1308 1166 is_linear=0 shrinkage=0.0204111 Tree=9471 num_leaves=4 num_cat=0 split_feature=1447 15 2 split_gain=1.44018 1.19327 0.0551526 threshold=-1.0000000180025095e-35 -0.46714499999999998 0.11585500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004208839987329036 0.00036377578323465031 -7.0917840114226171e-06 -0.00013990343302550082 leaf_weight=1.21461970872292 1.3177651149685505 49.423407872534085 0.28332162439346564 leaf_count=221 94 2133 20 internal_value=0 3.31952e-06 -0.000381166 internal_weight=0 50.7412 1.49794 internal_count=2468 2227 241 is_linear=0 shrinkage=0.000400217 Tree=9472 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.02023 0.924593 threshold=-0.094929999999999987 -0.029664999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.012690090941771202 0.019093489355991672 0.001528743979904627 leaf_weight=1.9436320698732732 1.1714356517186377 47.865229625752704 leaf_count=43 11 2402 internal_value=0 0.00199089 internal_weight=0 49.0367 internal_count=2456 2413 is_linear=0 shrinkage=0.0204111 Tree=9473 num_leaves=4 num_cat=0 split_feature=52 4 52 split_gain=1.37917 1.90044 1.84392 threshold=0.060835000000000007 -0.26545999999999997 0.084805000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01947197979493321 0.020848924589013308 -0.0019845196259511912 0.00086891981165319833 leaf_weight=2.7108645071566562 2.1977411797265622 31.776553209993608 11.599806526607265 leaf_count=146 74 1470 796 internal_value=0 -0.00341768 0.00419364 internal_weight=0 34.4874 13.7975 internal_count=2486 1616 870 is_linear=0 shrinkage=0.0204111 Tree=9474 num_leaves=3 num_cat=0 split_feature=0 131 split_gain=1.26432 1.33913 threshold=-0.23078999999999997 0.10340500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00018826531760399732 -3.9586291831822525e-05 0.0002955504442539213 leaf_weight=4.8151436363259554 43.854750795002701 1.8851535895046243 leaf_count=70 2223 171 internal_value=0 -2.50858e-05 internal_weight=0 45.7399 internal_count=2464 2394 is_linear=0 shrinkage=0.000400217 Tree=9475 num_leaves=3 num_cat=0 split_feature=38 49 split_gain=0.948788 0.885926 threshold=0.10386000000000002 -0.088014999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00012988195499689166 -0.00033807405893110999 4.3089101287983853e-05 leaf_weight=5.2144630226975996 1.0739595070526764 43.363809894963083 leaf_count=142 28 2321 internal_value=0 2.42662e-05 internal_weight=0 48.5783 internal_count=2491 2463 is_linear=0 shrinkage=0.000400217 Tree=9476 num_leaves=4 num_cat=0 split_feature=0 40 2 split_gain=1.3963 1.77479 1.62056 threshold=-0.10674499999999999 -0.013874999999999998 0.11218000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014705059992474689 0.00024336755381425347 -8.712335162284915e-05 -9.4354193159700377e-05 leaf_weight=17.285373704484986 2.827326266847197 22.807847998512671 5.9002366229337886 leaf_count=306 171 1884 136 internal_value=0 -4.97734e-05 8.54601e-05 internal_weight=0 25.6352 23.1856 internal_count=2497 2055 442 is_linear=0 shrinkage=0.000400217 Tree=9477 num_leaves=4 num_cat=0 split_feature=14 151 3 split_gain=1.62973 1.11061 0.0295253 threshold=0.076175000000000007 -0.41249499999999995 -0.0083149999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018089052776316721 -0.025935700355524734 0.003003037962106549 -0.013169446760050767 leaf_weight=0.95255554148843558 0.53400768996198167 48.463680261153968 0.63873274945581104 leaf_count=48 56 2331 25 internal_value=0 0.00255649 -0.0207363 internal_weight=0 49.4162 1.17274 internal_count=2460 2379 81 is_linear=0 shrinkage=0.0204111 Tree=9478 num_leaves=4 num_cat=0 split_feature=456 0 12 split_gain=1.01998 1.03352 0.720704 threshold=0.084065000000000015 -0.23025999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0075294316307711641 0.0064189929687308404 -0.00043495873234966338 -0.020760706974702683 leaf_weight=7.9979986785256179 0.49114913797529869 41.582378930919845 1.4365287811342558 leaf_count=94 24 2197 142 internal_value=0 0.000863878 -0.0138634 internal_weight=0 49.5804 1.92768 internal_count=2457 2291 166 is_linear=0 shrinkage=0.0204111 Tree=9479 num_leaves=4 num_cat=0 split_feature=52 4 4 split_gain=1.09603 1.43285 1.31721 threshold=-0.047889999999999995 -0.10092 -0.005069999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020255917501650154 0.0044014883812108357 -0.0050559055600897344 0.0091506078160584862 leaf_weight=7.9008995117500289 9.4732847408768084 21.928235852257785 9.6896047570194224 leaf_count=481 133 1569 267 internal_value=0 -0.00219728 0.00414968 internal_weight=0 31.4015 17.5905 internal_count=2450 1702 748 is_linear=0 shrinkage=0.0204111 Tree=9480 num_leaves=4 num_cat=0 split_feature=131 42 1375 split_gain=1.24324 1.23384 0.916617 threshold=0.08956500000000002 0.098225000000000021 0.089295000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4697397637095519e-05 -0.00036120875556814198 0.00024513348186171294 -0.00036383667519936482 leaf_weight=46.409060973010469 2.6342507204572025 0.58432949340203766 0.93577910946805687 leaf_count=2105 315 27 41 internal_value=0 -0.000246588 6.37483e-06 internal_weight=0 3.21858 47.3448 internal_count=2488 342 2146 is_linear=0 shrinkage=0.000400217 Tree=9481 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.47346 1.22091 threshold=-0.51412499999999983 -0.26545999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028690497450773269 -0.00018838924527840801 5.9437724663349586e-07 leaf_weight=2.4526836708109832 6.2034340026766577 41.167745114412583 leaf_count=39 187 2248 internal_value=0 -2.45396e-05 internal_weight=0 47.3712 internal_count=2474 2435 is_linear=0 shrinkage=0.000400217 Tree=9482 num_leaves=3 num_cat=0 split_feature=156 42 split_gain=1.43594 1.08232 threshold=0.11815500000000002 -0.094924999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001986633373268289 -0.00046400755698981436 5.4333577891226513e-05 leaf_weight=2.7633496388234553 0.81057036913261882 47.392362250720112 leaf_count=190 80 2185 internal_value=0 3.99831e-05 internal_weight=0 50.1557 internal_count=2455 2375 is_linear=0 shrinkage=0.000400217 Tree=9483 num_leaves=4 num_cat=0 split_feature=456 457 13 split_gain=0.970786 1.03645 0.397614 threshold=0.085215000000000013 0.080930000000000016 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014839914281246978 0.0016696900181990791 0.0065301645263798726 -0.020264825716825193 leaf_weight=38.532056069392411 0.43160209262714477 8.0270901197327458 1.324428738125788 leaf_count=2155 94 171 56 internal_value=0 -8.99488e-05 -0.0150968 internal_weight=0 46.5591 1.75603 internal_count=2476 2326 150 is_linear=0 shrinkage=0.0204111 Tree=9484 num_leaves=4 num_cat=0 split_feature=13 4 157 split_gain=0.969659 1.51998 1.33932 threshold=-0.037429999999999998 0.40404500000000004 -0.076494999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013751558833389958 0.0002176305076911299 0.00019448387338356904 -6.8801497381749574e-06 leaf_weight=15.11790318770568 4.8597346361202645 2.4826436005887436 29.522666925908425 leaf_count=1208 136 128 995 internal_value=0 -8.97521e-05 2.54564e-05 internal_weight=0 17.6005 34.3824 internal_count=2467 1336 1131 is_linear=0 shrinkage=0.000400217 Tree=9485 num_leaves=4 num_cat=0 split_feature=156 46 3 split_gain=1.05608 0.986564 0.314929 threshold=0.11815500000000002 0.081930000000000017 0.12745000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023242013614744646 -0.0036995957507135499 -0.015273668639371586 -0.029347324990150053 leaf_weight=50.138578473926941 0.35957248795693786 1.2525610147495161 0.46832464691397035 leaf_count=2349 78 40 8 internal_value=0 0.00186301 -0.0199758 internal_weight=0 51.3911 0.827897 internal_count=2475 2389 86 is_linear=0 shrinkage=0.0204111 Tree=9486 num_leaves=4 num_cat=0 split_feature=474 160 0 split_gain=1.15817 1.91629 1.3827 threshold=0.084660000000000027 -1.0000000180025095e-35 -0.13647999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021987645116557569 0.00037361490731359028 1.4370709300547082e-05 -3.4286286756591993e-05 leaf_weight=6.4789779025161343 2.6427309176979179 36.900737114597518 2.5422878864728764 leaf_count=560 31 1625 245 internal_value=0 -2.10913e-05 0.000177118 internal_weight=0 43.3797 5.18502 internal_count=2461 2185 276 is_linear=0 shrinkage=0.000400217 Tree=9487 num_leaves=4 num_cat=0 split_feature=1 43 13 split_gain=1.66976 1.3832 0.626621 threshold=0.12835000000000002 0.2506000000000001 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8250077362315235e-06 0.00044759475948211625 -0.00046734569828375816 0.00013620568260188973 leaf_weight=45.060843486513249 1.4324223513108334 0.91303042225092568 3.6597149950639496 leaf_count=2140 122 147 91 internal_value=0 -7.62523e-06 0.000231545 internal_weight=0 45.9739 5.09214 internal_count=2500 2287 213 is_linear=0 shrinkage=0.000400217 Tree=9488 num_leaves=4 num_cat=0 split_feature=4 151 457 split_gain=1.4338 1.76028 1.13252 threshold=0.23993500000000004 0.056735000000000001 -0.068264999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013691879131544173 -0.0097989417775978162 -0.016857684881794482 0.0098895191471082555 leaf_weight=34.572019198922249 1.3190171367896244 2.7265784504743342 8.7542917048126565 leaf_count=2016 23 75 305 internal_value=0 -0.00140603 0.0072321 internal_weight=0 37.2986 10.0733 internal_count=2419 2091 328 is_linear=0 shrinkage=0.0204111 Tree=9489 num_leaves=3 num_cat=0 split_feature=46 43 split_gain=1.0022 1.0871 threshold=0.13702000000000003 -0.15786499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0059647057988249774 0.020901422129727266 -0.0024498516509657807 leaf_weight=7.5223619522080289 0.76761377323418756 39.40834824692547 leaf_count=195 9 2252 internal_value=0 -0.00109012 internal_weight=0 46.9307 internal_count=2456 2447 is_linear=0 shrinkage=0.0204111 Tree=9490 num_leaves=4 num_cat=0 split_feature=1429 14 157 split_gain=0.95619 0.98023 0.219293 threshold=-1.0000000180025095e-35 0.062655000000000016 -0.089089999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019712563448849398 0.0016983085070237426 -0.015153237109134974 -0.025209086852516802 leaf_weight=0.24889807598458447 48.947985937666772 1.3701396844656972 0.59579044109295765 leaf_count=40 2293 79 84 internal_value=0 0.00120682 -0.0193939 internal_weight=0 50.3181 0.844689 internal_count=2496 2372 124 is_linear=0 shrinkage=0.0204111 Tree=9491 num_leaves=4 num_cat=0 split_feature=1429 129 13 split_gain=1.17928 0.999473 0.0380198 threshold=-1.0000000180025095e-35 0.090180000000000024 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0086708843456149882 0.0027757101461117666 -0.015121616922959748 -0.025650587183562973 leaf_weight=0.23666485878948151 48.482682930745568 1.2256650485946909 0.49533836023931499 leaf_count=59 2208 151 59 internal_value=0 0.00230142 -0.0220395 internal_weight=0 49.7083 0.732003 internal_count=2477 2359 118 is_linear=0 shrinkage=0.0204111 Tree=9492 num_leaves=3 num_cat=0 split_feature=10 1456 split_gain=1.07141 1.12108 threshold=0.058500000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01961461875347625 0.016330852310647612 -0.0002363509353027682 leaf_weight=1.1651224718735864 1.4688818773065566 47.789439852351734 leaf_count=232 60 2198 internal_value=0 -0.000741263 internal_weight=0 48.9546 internal_count=2490 2430 is_linear=0 shrinkage=0.0204111 Tree=9493 num_leaves=4 num_cat=0 split_feature=14 1 2 split_gain=1.37832 1.1189 0.01874 threshold=0.076175000000000007 0.094405000000000003 0.093045000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6225548758848168e-05 -0.000495318828312571 6.5853683847653453e-05 -0.00025919084631923303 leaf_weight=24.804571601891553 0.61401874749367269 23.131630371668962 0.61533446843986894 leaf_count=1644 56 731 25 internal_value=0 2.70001e-06 -0.000408631 internal_weight=0 47.9362 1.22935 internal_count=2456 2375 81 is_linear=0 shrinkage=0.000400217 Tree=9494 num_leaves=4 num_cat=0 split_feature=43 1 42 split_gain=1.70961 1.27287 0.97659 threshold=0.095890000000000017 0.077765000000000015 0.092395000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015082136673200824 0.00030424046855885079 9.078351597718436e-07 -0.00012338677978803681 leaf_weight=12.010603596048325 3.7028938427218909 32.860342120157839 1.0349967464062499 leaf_count=1129 169 1093 69 internal_value=0 -3.99798e-05 0.000210133 internal_weight=0 44.8709 4.73789 internal_count=2460 2222 238 is_linear=0 shrinkage=0.000400217 Tree=9495 num_leaves=4 num_cat=0 split_feature=49 15 403 split_gain=1.38965 2.34595 1.16397 threshold=-0.006494999999999999 -0.034554999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9930903258567453e-05 -0.00017575780691013511 -0.0002899786833648663 7.7454974549558573e-05 leaf_weight=9.570849067757079 3.115610219142126 5.8263229610947738 29.740596135710803 leaf_count=249 586 236 1413 internal_value=0 -9.23431e-05 5.29285e-05 internal_weight=0 15.3972 32.8562 internal_count=2484 485 1999 is_linear=0 shrinkage=0.000400217 Tree=9496 num_leaves=4 num_cat=0 split_feature=12 1366 15 split_gain=0.946708 0.986919 0.518368 threshold=0.12477500000000001 -1.0000000180025095e-35 -0.092584999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017157313139697341 -0.026825888959548971 0.0013345740793253996 -0.0034779576311014409 leaf_weight=1.1219472264092463 0.67732151965174126 47.358126373415871 0.87357696914511851 leaf_count=47 18 2356 60 internal_value=0 0.000868078 -0.0147944 internal_weight=0 48.4801 1.5509 internal_count=2481 2403 78 is_linear=0 shrinkage=0.0204111 Tree=9497 num_leaves=4 num_cat=0 split_feature=43 4 16 split_gain=1.62529 3.84086 1.15372 threshold=0.084965000000000013 -0.38908499999999996 -0.52488999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012343357011663994 0.015966889052978966 -0.023237712017092377 0.00079008426281824767 leaf_weight=3.8497684012891105 1.4389670781674793 3.1332012627905206 39.77796055409226 leaf_count=99 12 238 2107 internal_value=0 -0.0108124 0.00183855 internal_weight=0 4.57217 43.6277 internal_count=2456 250 2206 is_linear=0 shrinkage=0.0204111 Tree=9498 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=1.02867 1.09508 threshold=-0.097454999999999986 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035897981993714454 5.670668784176004e-05 -6.7336005340419534e-05 leaf_weight=1.1411407479463367 29.12049438708209 18.576646465593967 leaf_count=37 770 1656 internal_value=0 8.35112e-06 internal_weight=0 47.6971 internal_count=2463 2426 is_linear=0 shrinkage=0.000400217 Tree=9499 num_leaves=4 num_cat=0 split_feature=42 132 51 split_gain=1.22481 1.13921 0.976518 threshold=-0.0044549999999999998 0.081465000000000024 0.15177500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016171624899168718 0.00078507801004887052 0.0043180208890179449 -0.018669502875552978 leaf_weight=3.6530591241494212 42.260341203233565 1.558411389501998 0.99093919577717215 leaf_count=539 1729 124 53 internal_value=0 -0.0100826 0.000292295 internal_weight=0 5.21147 43.2513 internal_count=2445 663 1782 is_linear=0 shrinkage=0.0204111 Tree=9500 num_leaves=4 num_cat=0 split_feature=12 12 3 split_gain=1.83986 2.03664 1.64884 threshold=0.092355000000000007 0.10619000000000002 -0.097754999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020262301167228559 -0.00029100881506327099 5.7076347456338312e-05 1.0476266948699708e-05 leaf_weight=9.18312351679924 5.7437667989152015 4.9263009588212299 31.103023967467152 leaf_count=187 496 248 1519 internal_value=0 -0.000131376 5.47158e-05 internal_weight=0 10.6701 40.2861 internal_count=2450 744 1706 is_linear=0 shrinkage=0.000400217 Tree=9501 num_leaves=3 num_cat=0 split_feature=1374 38 split_gain=1.50225 1.40871 threshold=-0.094929999999999987 0.084835000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039112068775994281 3.1421090045243434e-05 -0.00036403094870654642 leaf_weight=1.3565662464243349 48.078494268583427 1.3757213039971237 leaf_count=36 2407 45 internal_value=0 1.96229e-05 internal_weight=0 49.4542 internal_count=2488 2452 is_linear=0 shrinkage=0.000400217 Tree=9502 num_leaves=4 num_cat=0 split_feature=3 3 3 split_gain=1.00342 1.98646 1.55085 threshold=-0.084024999999999975 -0.084074999999999997 -0.074479999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032763979767675799 -0.014535605462466135 0.03496088660387877 0.00033152376489731152 leaf_weight=17.475449501357733 3.1512472069782715 0.75574445625352282 28.005176291349926 leaf_count=901 684 4 896 internal_value=0 0.00479521 -0.00121884 internal_weight=0 18.2312 31.1564 internal_count=2485 905 1580 is_linear=0 shrinkage=0.0204111 Tree=9503 num_leaves=4 num_cat=0 split_feature=52 14 12 split_gain=1.01607 1.02484 0.254379 threshold=-0.40306999999999998 -0.10708499999999999 -0.064689999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0063817071571117961 -0.011537760264991303 0.0013197758642275246 -0.019309374396933622 leaf_weight=0.12838742912117584 2.6234488289164792 46.229779244865085 1.2347434513621909 leaf_count=6 104 2089 239 internal_value=0 0.000604514 -0.0165889 internal_weight=0 48.8532 1.36313 internal_count=2438 2193 245 is_linear=0 shrinkage=0.0204111 Tree=9504 num_leaves=4 num_cat=0 split_feature=1 49 0 split_gain=1.26038 1.39705 1.32715 threshold=0.11332500000000002 -0.10919499999999999 -0.18113999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013114583211802694 -0.0082194280882750496 0.00035800836831464776 0.010194993037075642 leaf_weight=3.398485959689423 1.8942214644157491 36.984521176162843 9.0683369546068189 leaf_count=86 31 2019 344 internal_value=0 -0.000808922 0.00696223 internal_weight=0 40.383 10.9626 internal_count=2480 2105 375 is_linear=0 shrinkage=0.0204111 Tree=9505 num_leaves=4 num_cat=0 split_feature=42 39 1374 split_gain=1.29707 1.44366 1.31923 threshold=-1.0000000180025095e-35 0.16946000000000003 -0.094929999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023534168410942522 -0.0003039842968772045 0.00037884120897737017 4.2961793956480405e-05 leaf_weight=5.3264945918695039 1.71705257709982 0.58940204977989186 44.026136551246964 leaf_count=690 40 2 1737 internal_value=0 -0.00016825 2.92281e-05 internal_weight=0 5.9159 45.7432 internal_count=2469 692 1777 is_linear=0 shrinkage=0.000400217 Tree=9506 num_leaves=3 num_cat=0 split_feature=3 15 split_gain=1.07357 0.960449 threshold=0.30863500000000005 -0.46714499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031518838005074217 0.00037191647967104498 -1.1168380868733222e-05 leaf_weight=1.3775418592176709 1.1546035560304506 47.560710302657981 leaf_count=73 96 2276 internal_value=0 -1.28339e-06 internal_weight=0 48.9383 internal_count=2445 2349 is_linear=0 shrinkage=0.000400217 Tree=9507 num_leaves=4 num_cat=0 split_feature=43 133 1 split_gain=1.11225 1.16446 0.989466 threshold=0.095890000000000017 -0.26719999999999994 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010643685641089287 -0.00017621625346352101 0.00029842630753747294 2.962198413375182e-05 leaf_weight=11.421264686076027 0.97670483890919957 3.7006865643611482 33.114630917312297 leaf_count=1127 136 103 1095 internal_value=0 0.000197512 -5.44983e-06 internal_weight=0 4.67739 44.5359 internal_count=2461 239 2222 is_linear=0 shrinkage=0.000400217 Tree=9508 num_leaves=3 num_cat=0 split_feature=48 457 split_gain=1.24046 1.30199 threshold=-0.090169999999999986 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031766282852705319 -0.00021998138199556233 2.2565945370114106e-05 leaf_weight=1.984512895309307 3.7418871694435429 44.112162268410771 leaf_count=44 190 2257 internal_value=0 3.13103e-06 internal_weight=0 47.854 internal_count=2491 2447 is_linear=0 shrinkage=0.000400217 Tree=9509 num_leaves=3 num_cat=0 split_feature=150 48 split_gain=0.936354 0.94004 threshold=-0.22665999999999997 -0.23739499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030474205775011832 0.00043072601171173687 1.0249920585856579e-05 leaf_weight=1.7753421219531436 0.75476846401579578 49.429741862378251 leaf_count=25 8 2424 internal_value=0 1.75186e-05 internal_weight=0 50.1845 internal_count=2457 2432 is_linear=0 shrinkage=0.000400217 Tree=9510 num_leaves=4 num_cat=0 split_feature=13 0 457 split_gain=0.886265 1.6009 0.975777 threshold=0.11184000000000001 -0.016664999999999996 -0.0046349999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018897820399529434 -1.3349952283496103e-05 0.00034243279988602714 1.5920197688486935e-05 leaf_weight=3.9757963705087596 4.6789488950144005 3.4496899516816466 41.582544396223739 leaf_count=186 126 45 2148 internal_value=0 0.000140241 -2.3804e-06 internal_weight=0 8.12864 45.5583 internal_count=2505 171 2334 is_linear=0 shrinkage=0.000400217 Tree=9511 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.10395 1.21133 threshold=0.12879500000000002 0.093265000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010880770678945691 -0.013177389683717422 0.0081880491569047125 leaf_weight=40.433788980434315 2.5827212642875557 6.7449030551561 leaf_count=2184 67 213 internal_value=0 0.000254331 internal_weight=0 47.1787 internal_count=2464 2397 is_linear=0 shrinkage=0.0204111 Tree=9512 num_leaves=4 num_cat=0 split_feature=16 1375 1375 split_gain=0.878433 1.93788 1.45836 threshold=-0.094359999999999986 -1.0000000180025095e-35 -0.26950999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043601671253785365 0.00040238865410845848 -6.0607101187540939e-06 3.8337486287392538e-05 leaf_weight=1.7618495980277682 1.7589431351152587 16.188904330001037 31.206068428973367 leaf_count=34 21 547 1860 internal_value=0 -5.07017e-05 5.90588e-05 internal_weight=0 17.9508 32.965 internal_count=2462 581 1881 is_linear=0 shrinkage=0.000400217 Tree=9513 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.06787 1.45945 threshold=-0.15747999999999998 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031536331549603276 -0.00029946302767103043 2.4802851413577571e-05 leaf_weight=1.7900050338357676 2.2192582900333937 47.911049630677667 leaf_count=28 158 2267 internal_value=0 9.81229e-06 internal_weight=0 50.1303 internal_count=2453 2425 is_linear=0 shrinkage=0.000400217 Tree=9514 num_leaves=3 num_cat=0 split_feature=1456 453 split_gain=1.09333 1.12525 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038082349823496741 1.9047641884621016e-05 -0.00031161519939170047 leaf_weight=1.0730972926637594 49.295364622605803 1.5934214359804162 leaf_count=222 2206 49 internal_value=0 8.03259e-06 internal_weight=0 50.8888 internal_count=2477 2255 is_linear=0 shrinkage=0.000400217 Tree=9515 num_leaves=3 num_cat=0 split_feature=48 51 split_gain=1.15011 1.45794 threshold=0.12879500000000002 0.13691500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018178743498482041 -0.012059795347438599 -0.023226141312290192 leaf_weight=45.725036200880822 2.740216385974235 0.87766190884406015 leaf_count=2302 72 73 internal_value=0 0.00129168 internal_weight=0 46.6027 internal_count=2447 2375 is_linear=0 shrinkage=0.0204111 Tree=9516 num_leaves=4 num_cat=0 split_feature=14 453 15 split_gain=0.927952 0.969945 0.104631 threshold=0.076175000000000007 0.10218000000000001 -0.14670999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8121735732367717e-05 -0.00014133863787090236 -0.00037551393474522654 -0.00040353942833379575 leaf_weight=50.087965533638339 0.57927868608385324 0.91119826352223654 0.78620856094141689 leaf_count=2383 13 17 68 internal_value=0 1.02815e-05 -0.000311447 internal_weight=0 50.9992 1.36549 internal_count=2481 2400 81 is_linear=0 shrinkage=0.000400217 Tree=9517 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=1.80881 1.7137 1.4374 threshold=-0.23025999999999999 0.086095000000000019 0.21217000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041157105935055296 -1.3353890495014102e-05 -2.5688514872766837e-06 -0.00039726973850336752 leaf_weight=3.0220320272455856 40.532727974762793 3.2677526162005961 1.513179991263313 leaf_count=46 2357 36 18 internal_value=0 0.00020013 -2.8189e-05 internal_weight=0 6.28978 42.0459 internal_count=2457 82 2375 is_linear=0 shrinkage=0.000400217 Tree=9518 num_leaves=4 num_cat=0 split_feature=43 128 15 split_gain=1.35618 0.975958 0.0715267 threshold=0.21983500000000003 0.085185000000000025 -0.11251499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070724135453420749 -0.007215006435000464 -0.017973486962601447 -0.024299700664695979 leaf_weight=46.235364086454865 0.2501026432856861 1.0832311976337212 0.8668346673742906 leaf_count=2202 31 134 121 internal_value=0 0.000238177 -0.0214801 internal_weight=0 47.3186 1.11694 internal_count=2488 2336 152 is_linear=0 shrinkage=0.0204111 Tree=9519 num_leaves=3 num_cat=0 split_feature=1374 16 split_gain=0.98667 0.999454 threshold=-0.094929999999999987 -0.55433999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028077087714517232 -0.00046081208738671592 2.3517524651781663e-05 leaf_weight=1.7353024601616187 0.58000723717122937 50.221135379962107 leaf_count=47 26 2402 internal_value=0 1.69866e-05 internal_weight=0 50.8011 internal_count=2475 2428 is_linear=0 shrinkage=0.000400217 Tree=9520 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=0.986691 1.24369 threshold=-0.51412499999999983 0.079805000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023726636762436842 -0.00012672427554087689 1.5036412927426566e-05 leaf_weight=2.2778862658451535 13.869046083316787 33.99910032503476 leaf_count=40 1272 1146 internal_value=0 -2.62364e-05 internal_weight=0 47.8681 internal_count=2458 2418 is_linear=0 shrinkage=0.000400217 Tree=9521 num_leaves=4 num_cat=0 split_feature=157 0 148 split_gain=1.45273 1.40509 0.282418 threshold=-0.084489999999999996 -0.060644999999999991 -0.084794999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00054670684179196067 -0.0003606891073996858 0.0068108392522422739 -0.018944765373292285 leaf_weight=0.3714389600791036 33.760643021653095 17.050729563080949 1.581919914970739 leaf_count=10 1882 417 188 internal_value=0 0.00205554 -0.0154097 internal_weight=0 50.8114 1.95336 internal_count=2497 2299 198 is_linear=0 shrinkage=0.0204111 Tree=9522 num_leaves=3 num_cat=0 split_feature=48 457 split_gain=1.06911 1.32478 threshold=-0.14698499999999998 -0.0046349999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036797112131778349 -0.00021723085603288261 2.0045518845156829e-05 leaf_weight=1.1900987088883983 3.9931887213460859 45.91483614309584 leaf_count=21 180 2285 internal_value=0 6.17042e-07 internal_weight=0 49.908 internal_count=2486 2465 is_linear=0 shrinkage=0.000400217 Tree=9523 num_leaves=3 num_cat=0 split_feature=1365 160 split_gain=1.14218 0.945204 threshold=1.0000000180025095e-35 -0.25833999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040383524838351478 -0.00039788668771924182 9.8835714676911396e-06 leaf_weight=0.79003509788753845 1.0618396991194448 45.527274034721131 leaf_count=197 52 2214 internal_value=0 1.8699e-06 internal_weight=0 46.3173 internal_count=2463 2411 is_linear=0 shrinkage=0.000400217 Tree=9524 num_leaves=4 num_cat=0 split_feature=15 1 48 split_gain=0.967275 2.22271 1.52258 threshold=-0.0087549999999999989 0.094405000000000003 -0.024949999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010473185323407484 0.018020478587875775 0.0015936239194941802 0.0012145092414881666 leaf_weight=9.5565154757254067 2.4352342217425784 18.512989962734537 19.164447760470466 leaf_count=739 52 530 1166 internal_value=0 -0.00253992 0.00319244 internal_weight=0 28.0695 21.5997 internal_count=2487 1269 1218 is_linear=0 shrinkage=0.0204111 Tree=9525 num_leaves=3 num_cat=0 split_feature=151 38 split_gain=1.02867 1.01392 threshold=-0.28286499999999998 0.082490000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030972154128087309 4.0716900232772355e-05 -0.00026197613392443814 leaf_weight=1.3589453810518524 48.902969353332765 1.7282182156714032 leaf_count=61 2394 46 internal_value=0 2.98297e-05 internal_weight=0 50.6312 internal_count=2501 2440 is_linear=0 shrinkage=0.000400217 Tree=9526 num_leaves=3 num_cat=0 split_feature=4 124 split_gain=1.09101 1.13943 threshold=0.51167000000000018 0.11040000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010978512929861683 0.019061964381023692 0.017828124402732154 leaf_weight=45.831541476427105 1.0997134902554524 1.2527652208227653 leaf_count=2316 108 23 internal_value=0 -0.00055319 internal_weight=0 47.0843 internal_count=2447 2339 is_linear=0 shrinkage=0.0204111 Tree=9527 num_leaves=3 num_cat=0 split_feature=130 151 split_gain=0.900081 0.915419 threshold=-0.23984999999999998 -0.27336999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023241526864032355 -0.014627060031671753 0.0026943713604626841 leaf_weight=0.47197519382461806 1.1943043789285628 49.886853997900403 leaf_count=13 58 2381 internal_value=0 0.00225828 internal_weight=0 51.0812 internal_count=2452 2439 is_linear=0 shrinkage=0.0204111 Tree=9528 num_leaves=4 num_cat=0 split_feature=2 38 49 split_gain=0.940745 1.16505 0.0579753 threshold=0.14753000000000002 0.084835000000000008 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8290989613625474e-05 0.00035962685387126936 -0.00032927514007994831 0.00017548623465461798 leaf_weight=47.288786553727391 1.1001328272232047 1.3942535316509737 0.86698626691941161 leaf_count=2321 90 40 27 internal_value=0 1.73184e-05 0.00029229 internal_weight=0 48.683 1.96712 internal_count=2478 2361 117 is_linear=0 shrinkage=0.000400217 Tree=9529 num_leaves=4 num_cat=0 split_feature=16 0 38 split_gain=0.956444 1.83264 1.45108 threshold=-0.066784999999999983 -0.22650999999999996 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.2082319846948207e-05 0.00024412315051659437 -9.0140025337587132e-05 -0.0003665651125073273 leaf_weight=23.674036986715354 2.874627713092198 21.895844754568884 1.1039000368327823 leaf_count=1203 28 1210 24 internal_value=0 -5.04246e-05 6.05352e-05 internal_weight=0 24.7705 24.7779 internal_count=2465 1238 1227 is_linear=0 shrinkage=0.000400217 Tree=9530 num_leaves=4 num_cat=0 split_feature=3 16 11 split_gain=0.956232 1.34069 1.17108 threshold=-0.12077499999999998 -0.27207999999999993 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.008529078300681588 -0.010666107245796391 -0.00040000195357396342 -0.0055489757569709254 leaf_weight=8.4377219438774755 6.2641720364199491 31.44848263722281 3.3674941348139091 leaf_count=134 262 1962 131 internal_value=0 -0.00213176 0.00449884 internal_weight=0 37.7127 11.8052 internal_count=2489 2224 265 is_linear=0 shrinkage=0.0204111 Tree=9531 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=0.862141 0.945727 threshold=1.0000000180025095e-35 -0.26602499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020012191583281366 -0.014599412104198885 0.0012348900059886733 leaf_weight=1.032978132367133 1.2833098573464656 48.031057514522672 leaf_count=18 46 2404 internal_value=0 0.00167489 internal_weight=0 49.064 internal_count=2468 2422 is_linear=0 shrinkage=0.0204111 Tree=9532 num_leaves=3 num_cat=0 split_feature=453 1456 split_gain=1.37177 1.42097 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019598469293240061 -0.016316459793304313 0.0021161559988810219 leaf_weight=1.1780332265767572 1.7470854680868786 47.619527953299325 leaf_count=234 60 2163 internal_value=0 0.00154827 internal_weight=0 48.7976 internal_count=2457 2397 is_linear=0 shrinkage=0.0204111 Tree=9533 num_leaves=4 num_cat=0 split_feature=150 457 40 split_gain=1.36262 2.30085 1.43895 threshold=0.082295000000000021 -0.0046349999999999994 0.0046150000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.5771638834995379e-05 -0.00026853633712075367 0.00022420511062648952 0.00030260039545025532 leaf_weight=37.122196146024294 1.6960724318487326 9.756771221818779 2.155769909360969 leaf_count=2107 51 266 46 internal_value=0 0.000149341 -6.94002e-06 internal_weight=0 11.4528 39.278 internal_count=2470 317 2153 is_linear=0 shrinkage=0.000400217 Tree=9534 num_leaves=3 num_cat=0 split_feature=48 16 split_gain=1.2006 1.41683 threshold=-0.22597999999999999 -0.0087049999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019976608443454318 -0.0038298697069886348 0.0034493359561665886 leaf_weight=1.0637872656589014 27.64192887264926 18.502390896216184 leaf_count=19 1601 835 internal_value=0 -0.000909857 internal_weight=0 46.1443 internal_count=2455 2436 is_linear=0 shrinkage=0.0204111 Tree=9535 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=1.27667 1.23467 0.0203052 threshold=0.2506000000000001 0.0015850000000000003 -0.14582499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013738756652282779 -0.0089079672584218908 0.0075817005415135929 -0.023843912547794579 leaf_weight=40.820209765326354 0.23605837444483768 7.4931567583689676 0.80967766242451833 leaf_count=2030 24 308 128 internal_value=0 2.94072e-05 -0.02166 internal_weight=0 48.3134 1.04574 internal_count=2490 2338 152 is_linear=0 shrinkage=0.0204111 Tree=9536 num_leaves=4 num_cat=0 split_feature=16 16 0 split_gain=1.69078 2.47516 2.45752 threshold=-0.0087549999999999989 -0.063814999999999997 -0.10946999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018062761859886389 0.01600257046719945 -0.017712609443031421 -0.00095803168330847895 leaf_weight=22.238417587932194 4.5878588745117694 4.8874050598039949 14.618465586088858 leaf_count=1244 81 352 749 internal_value=0 -0.00473324 0.00316265 internal_weight=0 27.1258 19.2063 internal_count=2426 1596 830 is_linear=0 shrinkage=0.0204111 Tree=9537 num_leaves=4 num_cat=0 split_feature=124 456 42 split_gain=0.967492 1.36236 0.956134 threshold=-0.043384999999999993 0.085215000000000013 -0.089694999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0062306243829790449 0.0013915948224585062 -0.017351364332179257 0.017447312443352469 leaf_weight=0.88672392623266238 43.486170186442791 1.5660278564228054 2.6926185719785272 leaf_count=26 2124 143 166 internal_value=0 0.000698683 0.0115704 internal_weight=0 45.0522 3.57934 internal_count=2459 2267 192 is_linear=0 shrinkage=0.0204111 Tree=9538 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.22431 4.01292 2.25103 threshold=-0.10674499999999999 -0.075969999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060113619053811648 -0.016346764786211464 0.0019379825577107059 -0.015041592818826178 leaf_weight=20.474155858889393 6.5200508782903652 20.251399097087415 2.2509347666745034 leaf_count=402 1231 781 32 internal_value=0 -0.00256471 0.00386253 internal_weight=0 26.7714 22.7251 internal_count=2446 2012 434 is_linear=0 shrinkage=0.0204111 Tree=9539 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=0.946638 1.12435 threshold=-0.094929999999999987 0.29113500000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013332576990068991 0.00017693527323798028 0.020958997275883334 leaf_weight=1.9936897188235878 48.922275800122065 0.99724153499118884 leaf_count=41 2429 9 internal_value=0 0.000638074 internal_weight=0 49.9195 internal_count=2479 2438 is_linear=0 shrinkage=0.0204111 Tree=9540 num_leaves=4 num_cat=0 split_feature=160 1210 15 split_gain=0.87268 0.85336 0.0974346 threshold=-0.40446999999999994 -0.08107499999999998 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020562480939337159 -0.020002889371882552 0.001221071346777452 -0.02058338856877082 leaf_weight=0.16719567284962977 0.69005018191364698 50.230742595349398 0.77582202847213366 leaf_count=14 111 2160 177 internal_value=0 0.0008902 -0.0178654 internal_weight=0 50.9208 0.943018 internal_count=2462 2271 191 is_linear=0 shrinkage=0.0204111 Tree=9541 num_leaves=3 num_cat=0 split_feature=38 11 split_gain=1.30187 1.19318 threshold=0.10386000000000002 0.081365000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026392649933227835 -0.021279311200203432 -0.0095531817217661234 leaf_weight=47.227234857516464 0.92919890265329641 3.4888916394203298 leaf_count=2305 26 137 internal_value=0 0.00178132 internal_weight=0 50.7161 internal_count=2468 2442 is_linear=0 shrinkage=0.0204111 Tree=9542 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=0.946037 1.18535 threshold=-0.40186499999999997 0.088470000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041040927647091943 2.4443262484627414e-05 0.00037501321449142516 leaf_weight=0.66268211789429088 50.132202395243326 1.4831034554536007 leaf_count=8 2435 50 internal_value=0 3.53064e-05 internal_weight=0 51.6153 internal_count=2493 2485 is_linear=0 shrinkage=0.000400217 Tree=9543 num_leaves=4 num_cat=0 split_feature=484 150 33 split_gain=1.13854 1.57383 0.948731 threshold=-0.0068949999999999992 0.10081500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034376899090003736 -0.00031011064883546794 0.00025993632374025373 6.0265992656908115e-05 leaf_weight=2.487958684080922 1.0250322293722991 0.8497522045217919 46.511248316832052 leaf_count=399 30 13 2043 internal_value=0 -0.000186623 5.15695e-05 internal_weight=0 3.33771 47.5363 internal_count=2485 412 2073 is_linear=0 shrinkage=0.000400217 Tree=9544 num_leaves=4 num_cat=0 split_feature=157 13 48 split_gain=1.3358 1.73174 1.38667 threshold=-0.077234999999999984 -0.020934999999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0081102924249359647 -0.0013127216106577429 0.014658143511840574 -0.016935484312189514 leaf_weight=1.9235462371507308 40.612058934536662 4.4175688440880085 2.4036128978622164 leaf_count=180 2097 118 62 internal_value=0 0.00773057 -0.00222739 internal_weight=0 6.34112 43.0157 internal_count=2457 298 2159 is_linear=0 shrinkage=0.0204111 Tree=9545 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=0.959916 1.0076 threshold=-0.40186499999999997 0.088055000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041342379775874058 1.9243213798805962e-05 0.0003595661777220192 leaf_weight=0.68679303779026568 49.915748603661996 1.3222687014813335 leaf_count=9 2416 55 internal_value=0 2.87906e-05 internal_weight=0 51.238 internal_count=2480 2471 is_linear=0 shrinkage=0.000400217 Tree=9546 num_leaves=4 num_cat=0 split_feature=43 15 2 split_gain=0.950524 1.64539 1.60121 threshold=0.095890000000000017 -0.034554999999999995 0.098240000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028145372820329341 -0.0047826972088225797 -0.0048759315725252919 0.018490746073113545 leaf_weight=24.787655998691434 2.0829746101420588 21.575523830671273 2.7733521378543173 leaf_count=954 145 1283 98 internal_value=0 -0.000767417 0.00862549 internal_weight=0 46.3632 4.85633 internal_count=2480 2237 243 is_linear=0 shrinkage=0.0204111 Tree=9547 num_leaves=4 num_cat=0 split_feature=11 14 4 split_gain=1.13888 1.09039 0.77082 threshold=0.087830000000000005 0.076175000000000007 0.42005000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9261924015269479e-05 -0.00040166177741037077 -0.00030468217035083437 3.1812162867432858e-05 leaf_weight=46.657291785345592 1.5185933364587065 1.326422345744503 1.0748182376846669 leaf_count=2305 75 70 22 internal_value=0 3.87913e-05 -0.000228131 internal_weight=0 47.9837 2.59341 internal_count=2472 2375 97 is_linear=0 shrinkage=0.000400217 Tree=9548 num_leaves=4 num_cat=0 split_feature=15 15 3 split_gain=1.2394 1.64182 0.748751 threshold=-0.25061999999999995 -0.19301999999999997 -0.15136999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0054512194458596784 -0.023067638439027826 0.00030550021656996709 0.015841155555312705 leaf_weight=0.81243930914206464 1.1749230703717319 46.171461070761552 3.1325945129960919 leaf_count=19 52 2249 168 internal_value=0 -0.00032757 0.0114268 internal_weight=0 47.3464 3.94503 internal_count=2488 2301 187 is_linear=0 shrinkage=0.0204111 Tree=9549 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=1.40883 1.55539 0.881175 threshold=0.12212000000000002 0.09087000000000002 -0.059914999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6678103611470523e-06 0.00039085515695924607 -0.00022317764924979544 7.6809887269541234e-05 leaf_weight=35.352173440891647 2.0114497916338223 5.1683085464319438 4.6236835695253822 leaf_count=1701 123 515 112 internal_value=0 -2.05643e-05 0.000176919 internal_weight=0 40.5205 6.63513 internal_count=2451 2216 235 is_linear=0 shrinkage=0.000400217 Tree=9550 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=1.15415 1.20367 threshold=-0.094929999999999987 0.081245000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030128644951435261 -1.3585928042925974e-05 0.00014455373043392006 leaf_weight=1.7605364267510584 37.210506476698356 9.6070373625276471 leaf_count=44 2118 296 internal_value=0 1.91321e-05 internal_weight=0 46.8175 internal_count=2458 2414 is_linear=0 shrinkage=0.000400217 Tree=9551 num_leaves=3 num_cat=0 split_feature=2 133 split_gain=1.14737 1.06499 threshold=-0.14337999999999998 0.093020000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031850634535371316 2.2078262343578265e-05 -0.00023370647069990711 leaf_weight=1.8600471853787883 43.287113077710387 2.6620538319889411 leaf_count=61 1929 435 internal_value=0 6.72735e-06 internal_weight=0 45.9492 internal_count=2425 2364 is_linear=0 shrinkage=0.000400217 Tree=9552 num_leaves=4 num_cat=0 split_feature=13 1 3 split_gain=1.08738 1.66654 0.435059 threshold=0.11391500000000002 0.077765000000000015 -0.10072999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0083815725738935736 0.009757231112683588 0.0010118646455338262 -0.00044903464161115316 leaf_weight=10.362607989992624 5.7679731431726395 31.552190770618154 2.4577474792895355 leaf_count=1225 101 1073 60 internal_value=0 -0.00132662 0.00674264 internal_weight=0 41.9148 8.22572 internal_count=2459 2298 161 is_linear=0 shrinkage=0.0204111 Tree=9553 num_leaves=4 num_cat=0 split_feature=52 150 2 split_gain=1.452 1.61214 1.29036 threshold=0.18635500000000002 -0.17852999999999997 0.097360000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.5435698796381007e-05 0.00035053105670187861 -0.00038682402661211466 0.00011983176563428221 leaf_weight=26.796857149716402 0.49679934233427081 2.3281968764408694 19.387434543214795 leaf_count=1507 3 265 687 internal_value=0 -0.000248734 4.14999e-05 internal_weight=0 2.825 46.1843 internal_count=2462 268 2194 is_linear=0 shrinkage=0.000400217 Tree=9554 num_leaves=3 num_cat=0 split_feature=3 14 split_gain=1.11078 0.979968 threshold=0.30863500000000005 0.076175000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00021368561942257999 0.018974263277120523 -0.016999987389650251 leaf_weight=47.608373553439037 1.1683745440527662 1.306864207323996 leaf_count=2300 99 77 internal_value=0 -0.000283985 internal_weight=0 48.9152 internal_count=2476 2377 is_linear=0 shrinkage=0.0204111 Tree=9555 num_leaves=3 num_cat=0 split_feature=1375 39 split_gain=0.998937 0.991101 threshold=-0.53764999999999985 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041340912436923052 -2.1807395130268778e-05 0.00038697241840916942 leaf_weight=0.78113172884331916 47.758634569629294 0.8574154355446798 leaf_count=4 2419 20 internal_value=0 -1.37253e-05 internal_weight=0 48.6161 internal_count=2443 2439 is_linear=0 shrinkage=0.000400217 Tree=9556 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.41145 1.87677 1.79616 threshold=-0.10674499999999999 -0.075969999999999996 -0.015319999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.7575366106433226e-06 -0.00022194835351531115 1.221797153726932e-05 0.0002507736073996399 leaf_weight=15.782346844155883 7.7007478205815714 18.342468429592373 6.6930042678877717 leaf_count=319 1230 781 122 internal_value=0 -5.76767e-05 7.88994e-05 internal_weight=0 26.0432 22.4754 internal_count=2452 2011 441 is_linear=0 shrinkage=0.000400217 Tree=9557 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=1.05808 0.975937 threshold=-0.49274999999999997 -0.24264499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031698887463117882 -0.00038247677563621051 2.7558834118567534e-05 leaf_weight=1.8839943380989996 0.83689564255575888 46.696746979942191 leaf_count=50 156 2266 internal_value=0 1.94577e-05 internal_weight=0 47.5336 internal_count=2472 2422 is_linear=0 shrinkage=0.000400217 Tree=9558 num_leaves=4 num_cat=0 split_feature=0 2 43 split_gain=1.14521 2.45433 1.48972 threshold=-0.10674499999999999 0.11218000000000002 -0.053524999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017340208631356517 5.9063755268982989e-05 -0.00013318755730486393 -0.0001275445985507844 leaf_weight=15.697441879627037 14.104574368288015 5.5934340953813253 13.127608362026761 leaf_count=296 973 129 1026 internal_value=0 9.2581e-05 -3.1047e-05 internal_weight=0 21.2909 27.2322 internal_count=2424 425 1999 is_linear=0 shrinkage=0.000400217 Tree=9559 num_leaves=4 num_cat=0 split_feature=1 2 42 split_gain=1.37845 1.24553 0.768865 threshold=0.12212000000000002 0.11212000000000001 0.10017000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3829079072777051e-05 9.046130426633e-05 -0.00016827887506891604 0.00039277343000754646 leaf_weight=34.102637522134955 5.0214338729351757 7.1887981436320834 1.7835265297762815 leaf_count=1915 184 266 56 internal_value=0 -1.82451e-05 0.00017477 internal_weight=0 41.2914 6.80496 internal_count=2421 2181 240 is_linear=0 shrinkage=0.000400217 Tree=9560 num_leaves=3 num_cat=0 split_feature=1375 1 split_gain=1.63056 1.06347 threshold=-0.43429999999999996 0.13130500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026428765708534148 -0.00051827955280989743 0.0099120223430921705 leaf_weight=0.8467959820300156 43.665007921880488 4.3785414125140951 leaf_count=10 2284 192 internal_value=0 0.000453143 internal_weight=0 48.0435 internal_count=2486 2476 is_linear=0 shrinkage=0.0204111 Tree=9561 num_leaves=4 num_cat=0 split_feature=51 1446 16 split_gain=1.21356 1.14999 0.160542 threshold=-0.24953999999999996 0.083530000000000007 0.51087000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5493339679686494e-05 4.4384044056141921e-05 -0.0003605834695963781 -0.00040536869437034917 leaf_weight=0.46434484121982578 48.858198209255534 1.0384516947419786 1.0041450355975028 leaf_count=37 2205 193 77 internal_value=0 3.51674e-05 -0.000321091 internal_weight=0 49.8966 1.46849 internal_count=2512 2398 114 is_linear=0 shrinkage=0.000400217 Tree=9562 num_leaves=3 num_cat=0 split_feature=156 39 split_gain=1.28486 0.971373 threshold=0.11896500000000002 0.16946000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00090275176995179376 -0.025703415147592345 0.019702577944869033 leaf_weight=46.370914687248728 0.74486214781700155 0.86119542175583674 leaf_count=2392 83 21 internal_value=0 -0.000481342 internal_weight=0 47.2321 internal_count=2496 2413 is_linear=0 shrinkage=0.0204111 Tree=9563 num_leaves=4 num_cat=0 split_feature=1 16 48 split_gain=1.08955 3.04536 0.850711 threshold=1.0000000180025095e-35 0.0060650000000000009 -0.097454999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002972275034659818 -0.00029185061238777132 7.0938690919507876e-05 5.0357137697463985e-05 leaf_weight=6.2713210160208055 1.0922796428712889 8.1723707964583792 35.681658447222844 leaf_count=985 26 271 1178 internal_value=0 -8.99725e-05 3.93376e-05 internal_weight=0 14.4437 36.7739 internal_count=2460 1256 1204 is_linear=0 shrinkage=0.000400217 Tree=9564 num_leaves=4 num_cat=0 split_feature=480 1132 2 split_gain=0.923984 0.944453 0.0971995 threshold=0.08598500000000002 -1.0000000180025095e-35 0.11585500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018815248390475044 -0.019822745587628733 0.0010275213915687787 -0.0046500224619008363 leaf_weight=0.90840974380262096 0.90233774391026489 48.589640497873802 0.31390109448966541 leaf_count=20 147 2288 26 internal_value=0 0.000621715 -0.0166289 internal_weight=0 49.4981 1.21624 internal_count=2481 2308 173 is_linear=0 shrinkage=0.0204111 Tree=9565 num_leaves=3 num_cat=0 split_feature=453 1132 split_gain=0.909838 0.939553 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037305366251195825 -0.00028375740203344277 2.2162766257415208e-05 leaf_weight=0.87074135505827044 1.5809328777904728 49.529469968551894 leaf_count=18 63 2421 internal_value=0 1.4523e-05 internal_weight=0 50.4002 internal_count=2502 2439 is_linear=0 shrinkage=0.000400217 Tree=9566 num_leaves=3 num_cat=0 split_feature=34 42 split_gain=0.878424 0.851959 threshold=-0.086809999999999984 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035718919725545871 -0.00040576539871065232 2.1427552059444274e-05 leaf_weight=0.92474395046156033 0.64740331098437209 49.391716351447599 leaf_count=33 8 2415 internal_value=0 1.5007e-05 internal_weight=0 50.0391 internal_count=2456 2423 is_linear=0 shrinkage=0.000400217 Tree=9567 num_leaves=4 num_cat=0 split_feature=52 16 12 split_gain=1.29686 1.06607 0.199243 threshold=-0.29521499999999995 -0.54290499999999986 -0.043589999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9503948218415025e-05 0.00032958683785208685 -7.4405294423319675e-06 -0.00038689593489775736 leaf_weight=0.16045920436135919 1.4418084056815121 46.182554113441938 1.50736932463269 leaf_count=8 60 2099 269 internal_value=0 3.51197e-06 -0.000344438 internal_weight=0 47.6244 1.66783 internal_count=2436 2159 277 is_linear=0 shrinkage=0.000400217 Tree=9568 num_leaves=4 num_cat=0 split_feature=51 48 160 split_gain=1.02955 1.40382 1.22365 threshold=0.084970000000000018 0.11951500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2447080730829378e-05 -0.0068509951685831261 -0.019669573893558421 0.010205476034420744 leaf_weight=38.142386436320521 2.15289798104277 1.4533492261657546 7.95928337799978 leaf_count=2050 122 49 234 internal_value=0 -0.000724867 0.00653887 internal_weight=0 39.5957 10.1122 internal_count=2455 2099 356 is_linear=0 shrinkage=0.0204111 Tree=9569 num_leaves=3 num_cat=0 split_feature=376 0 split_gain=1.40181 1.45727 threshold=0.088470000000000007 0.15425000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.4029397014732928e-07 0.00034696813120291471 -0.00029877086353884288 leaf_weight=45.229782166351811 1.6355269531204601 2.6760859052628794 leaf_count=2377 48 40 internal_value=0 -1.79521e-05 internal_weight=0 47.9059 internal_count=2465 2417 is_linear=0 shrinkage=0.000400217 Tree=9570 num_leaves=3 num_cat=0 split_feature=0 131 split_gain=1.35062 1.24317 threshold=0.21217000000000003 0.092225000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.6732173826899212e-05 -0.00044688688670974894 -0.000273938390940129 leaf_weight=44.734625290315194 0.93834357751620601 2.204621066011895 leaf_count=2148 15 262 internal_value=0 1.19921e-05 internal_weight=0 46.9392 internal_count=2425 2410 is_linear=0 shrinkage=0.000400217 Tree=9571 num_leaves=3 num_cat=0 split_feature=1373 456 split_gain=1.07596 1.13678 threshold=0.099250000000000019 0.084065000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020262506329567203 -0.020735682866168077 -0.013016417828935612 leaf_weight=47.38680469351641 0.82318900243990256 2.0784735904039726 leaf_count=2294 20 159 internal_value=0 0.00136621 internal_weight=0 49.4653 internal_count=2473 2453 is_linear=0 shrinkage=0.0204111 Tree=9572 num_leaves=4 num_cat=0 split_feature=1429 1213 156 split_gain=1.20788 0.974777 0.0344264 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088855000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001725911883938006 -0.0002352643259862028 4.4691835952553263e-05 -0.0004967365686034664 leaf_weight=0.2386870970237841 1.9728286840575027 45.482030553758477 0.55959136389401465 leaf_count=51 389 1956 70 internal_value=0 3.25269e-05 -0.000432969 internal_weight=0 47.4549 0.798278 internal_count=2466 2345 121 is_linear=0 shrinkage=0.000400217 Tree=9573 num_leaves=4 num_cat=0 split_feature=3 157 52 split_gain=1.27709 1.25864 0.400761 threshold=-0.16048499999999996 -0.08107499999999998 0.10869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0069919140523098874 0.0099525447262868768 -0.0012408464777717142 0.02062752736558118 leaf_weight=3.1147509753882323 4.5807060290488826 38.583518317060907 1.2834447867790002 leaf_count=120 227 2092 14 internal_value=0 -3.02963e-05 0.0113843 internal_weight=0 43.1642 4.3982 internal_count=2453 2319 134 is_linear=0 shrinkage=0.0204111 Tree=9574 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=0.930542 0.895388 threshold=-0.40274499999999996 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019050971172704274 -0.00017391027486185845 0.010503027820491177 leaf_weight=0.91520973071510425 46.677764299315641 3.4067403446460949 leaf_count=92 2268 130 internal_value=0 0.000574141 internal_weight=0 50.0845 internal_count=2490 2398 is_linear=0 shrinkage=0.0204111 Tree=9575 num_leaves=3 num_cat=0 split_feature=13 474 split_gain=1.24677 1.09158 threshold=-0.47860499999999995 0.084660000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012446593225219599 -0.002527650014216282 0.0073469030268270433 leaf_weight=2.760589510063709 41.05135346606744 5.1508224736762704 leaf_count=66 2111 282 internal_value=0 -0.00141169 internal_weight=0 46.2022 internal_count=2459 2393 is_linear=0 shrinkage=0.0204111 Tree=9576 num_leaves=4 num_cat=0 split_feature=3 0 133 split_gain=1.05293 1.05958 1.05355 threshold=0.18307500000000002 -0.11524 0.095160000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00061587215827195061 -0.0019938712363154238 0.02218970991802938 -0.013647783232634075 leaf_weight=43.180226187933499 1.3718835447498352 1.521023044897446 2.638039949667017 leaf_count=1907 59 57 422 internal_value=0 0.0110743 -0.00139764 internal_weight=0 2.89291 45.8183 internal_count=2445 116 2329 is_linear=0 shrinkage=0.0204111 Tree=9577 num_leaves=3 num_cat=0 split_feature=31 474 split_gain=0.982305 0.986872 threshold=-1.0000000180025095e-35 0.084660000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019807408864923475 -0.0020097316180466246 0.0072928314209446069 leaf_weight=0.85401456305044021 42.800400746003788 5.2321333746185692 leaf_count=74 2123 265 internal_value=0 -0.000981809 internal_weight=0 48.0325 internal_count=2462 2388 is_linear=0 shrinkage=0.0204111 Tree=9578 num_leaves=3 num_cat=0 split_feature=376 43 split_gain=0.906614 0.977886 threshold=0.088470000000000007 -0.074459999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0036352897680020564 0.01471731033300764 -0.0023950495595308967 leaf_weight=17.27287181274653 1.6341319802850183 31.395739425925512 leaf_count=940 50 1471 internal_value=0 -0.000251403 internal_weight=0 48.6686 internal_count=2461 2411 is_linear=0 shrinkage=0.0204111 Tree=9579 num_leaves=4 num_cat=0 split_feature=1213 1365 475 split_gain=1.03227 0.929736 0.928432 threshold=-1.0000000180025095e-35 0.084635000000000016 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030233400182443386 3.6253739594616575e-05 -0.00032888220930247445 -0.00040113412697109936 leaf_weight=0.28420433402061451 47.831661221062177 1.0323281207056414 1.4675108597887163 leaf_count=2 2062 43 386 internal_value=0 2.78054e-05 -0.000275694 internal_weight=0 48.864 1.75172 internal_count=2493 2105 388 is_linear=0 shrinkage=0.000400217 Tree=9580 num_leaves=3 num_cat=0 split_feature=1375 1444 split_gain=0.990376 0.905225 threshold=-0.53764999999999985 -0.084274999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021119794234166985 0.017545633865054606 -0.00090323872859565972 leaf_weight=0.78996844092034635 1.0229202901973611 46.826667075931937 leaf_count=5 24 2455 internal_value=0 -0.000468802 internal_weight=0 47.8496 internal_count=2484 2479 is_linear=0 shrinkage=0.0204111 Tree=9581 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=1.18637 1.76253 0.571012 threshold=0.14198000000000002 0.084965000000000013 0.18307500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017528631240883762 0.0043446916110464334 -0.019022548917769375 0.023015719386975487 leaf_weight=42.668444820400282 2.6741767533097796 2.5036446921476445 0.84053425967431383 leaf_count=2169 174 73 7 internal_value=0 -0.0027547 0.00938254 internal_weight=0 45.1721 3.51471 internal_count=2423 2242 181 is_linear=0 shrinkage=0.0204111 Tree=9582 num_leaves=4 num_cat=0 split_feature=43 43 133 split_gain=0.992644 1.61822 1.085 threshold=0.095890000000000017 0.084965000000000013 -0.26719999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8911356125285954e-06 -0.00017805428579275177 -0.00050232928652720499 0.00028877562086111888 leaf_weight=44.868504728607945 0.94335181787107547 0.93121864151907985 3.4665088334272687 leaf_count=2254 145 15 104 internal_value=0 -9.56094e-06 0.000186976 internal_weight=0 45.7997 4.40986 internal_count=2518 2269 249 is_linear=0 shrinkage=0.000400217 Tree=9583 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=1.29236 1.50408 1.18246 threshold=-0.25061999999999995 -0.19301999999999997 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016043372518495049 -0.021948429130423091 3.4308409968760313e-05 -0.010592897140533956 leaf_weight=3.4709215962484441 1.2245532931046899 43.510029005341266 0.77820563316345204 leaf_count=192 59 2231 16 internal_value=0 -0.000620737 0.0110184 internal_weight=0 44.7346 4.24913 internal_count=2498 2290 208 is_linear=0 shrinkage=0.0204111 Tree=9584 num_leaves=4 num_cat=0 split_feature=0 3 16 split_gain=1.1429 1.64046 1.37769 threshold=0.12113000000000002 -0.097754999999999995 0.062030000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0067600544251112359 -0.025673723505407364 -0.0021257442818128167 -0.0027335247420454223 leaf_weight=11.671437130014963 1.4871561095133063 32.499953209122054 3.5304225169093115 leaf_count=294 30 2114 91 internal_value=0 0.000233312 -0.00994475 internal_weight=0 44.1714 5.01758 internal_count=2529 2408 121 is_linear=0 shrinkage=0.0204111 Tree=9585 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=0.966543 1.15359 threshold=0.084955000000000017 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034135885524120158 -0.01778091567831401 0.014397397278404634 leaf_weight=46.433254437285086 1.0470637519028958 2.4554360093634378 leaf_count=2314 37 107 internal_value=0 0.00107861 internal_weight=0 48.8887 internal_count=2458 2421 is_linear=0 shrinkage=0.0204111 Tree=9586 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=1.56791 1.31378 threshold=1.0000000180025095e-35 -0.076779999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032277006673922417 -0.00036210603141500445 1.2415498578202267e-05 leaf_weight=2.1824917547146461 1.6041244459847792 45.95372785353311 leaf_count=155 45 2276 internal_value=0 2.72033e-05 internal_weight=0 48.1362 internal_count=2476 2431 is_linear=0 shrinkage=0.000400217 Tree=9587 num_leaves=4 num_cat=0 split_feature=2 46 16 split_gain=1.36125 1.40682 0.173904 threshold=0.14062000000000005 0.084955000000000017 -0.069089999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00081521943917894717 0.019638096827245759 -0.024905097745499913 0.0075855652146761526 leaf_weight=46.012692920960603 1.5279011598145191 0.79137044422532099 1.0273042983699259 leaf_count=2327 82 27 53 internal_value=0 0.000321937 0.0153143 internal_weight=0 46.8041 2.55521 internal_count=2489 2354 135 is_linear=0 shrinkage=0.0204111 Tree=9588 num_leaves=3 num_cat=0 split_feature=1429 41 split_gain=1.42854 1.15526 threshold=-1.0000000180025095e-35 0.078065000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024211022233052985 0.0032351415141447207 -0.0094687729382195596 leaf_weight=0.74326890516101585 45.492795112326689 3.0834917874008161 leaf_count=122 2204 122 internal_value=0 0.00240881 internal_weight=0 48.5763 internal_count=2448 2326 is_linear=0 shrinkage=0.0204111 Tree=9589 num_leaves=4 num_cat=0 split_feature=1429 31 157 split_gain=0.977791 0.846803 0.0953992 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08427999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0058785769462881025 0.019746163973098637 0.00026549256909128249 -0.025012844227319881 leaf_weight=0.23081014509784836 0.83580910699038113 48.75062295680641 0.55674496535721019 leaf_count=41 67 2297 78 internal_value=0 0.000637598 -0.0208349 internal_weight=0 49.5864 0.787555 internal_count=2483 2364 119 is_linear=0 shrinkage=0.0204111 Tree=9590 num_leaves=4 num_cat=0 split_feature=159 1 403 split_gain=1.26377 1.18125 1.08112 threshold=0.094480000000000022 0.111945 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010970588743426445 -0.020633232838286705 0.0059127458700482865 0.0020375481667120471 leaf_weight=2.7315265816819183 2.0499182769522117 0.97022532641130954 41.787366001690884 leaf_count=570 164 100 1611 internal_value=0 -0.0121988 0.00121389 internal_weight=0 3.02014 44.5189 internal_count=2445 264 2181 is_linear=0 shrinkage=0.0204111 Tree=9591 num_leaves=3 num_cat=0 split_feature=1132 156 split_gain=1.04992 1.01203 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037815192998322646 -0.00037076015141146912 3.7623252668132018e-05 leaf_weight=0.92121621783007768 0.88039264495910075 48.603011733466928 leaf_count=20 135 2315 internal_value=0 2.95368e-05 internal_weight=0 49.4834 internal_count=2470 2450 is_linear=0 shrinkage=0.000400217 Tree=9592 num_leaves=4 num_cat=0 split_feature=15 15 4 split_gain=1.75737 1.24879 0.910191 threshold=0.084050000000000014 0.082685000000000022 0.05309500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010277715643580067 -0.019352813128984091 0.019180986120920993 0.0012528628162008911 leaf_weight=43.217247755351764 2.5438098744166378 1.5275387026340457 1.3260137471984306 leaf_count=1591 801 45 34 internal_value=0 0.00169383 -0.0124555 internal_weight=0 44.7448 3.86982 internal_count=2471 1636 835 is_linear=0 shrinkage=0.0204111 Tree=9593 num_leaves=4 num_cat=0 split_feature=401 475 2 split_gain=0.80852 0.803887 0.263978 threshold=0.083100000000000021 -0.084049999999999986 0.10981000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018633337708277159 -0.0003841300110893387 4.2172258734300534e-05 3.4368545644455434e-05 leaf_weight=2.4932266963378416 0.9096822638539368 46.736334897470215 0.29342003238798497 leaf_count=193 194 1999 41 internal_value=0 3.0203e-05 -0.000287828 internal_weight=0 49.2296 1.2031 internal_count=2427 2192 235 is_linear=0 shrinkage=0.000400217 Tree=9594 num_leaves=4 num_cat=0 split_feature=131 14 42 split_gain=1.44687 1.08333 0.789148 threshold=0.092225000000000015 -0.10708499999999999 0.09832500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0098328341249005486 -0.019736426432645938 0.0031722940777694215 0.0085602845751982064 leaf_weight=2.7366505382524329 1.8154186727110748 43.03442829281812 0.45250209409277875 leaf_count=88 234 2085 25 internal_value=0 0.00237262 -0.0139535 internal_weight=0 45.7711 2.26792 internal_count=2432 2173 259 is_linear=0 shrinkage=0.0204111 Tree=9595 num_leaves=4 num_cat=0 split_feature=52 52 1444 split_gain=1.22557 1.27036 1.12233 threshold=-0.077024999999999996 -0.086049999999999974 -0.084274999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019563309836925956 0.017267868302972118 0.013652349782200424 -0.003523754877939933 leaf_weight=9.6108758272201822 1.0070449579216063 4.0899670783983302 34.295113639657529 leaf_count=567 22 76 1785 internal_value=0 0.00429083 -0.00287792 internal_weight=0 13.7008 35.3022 internal_count=2450 643 1807 is_linear=0 shrinkage=0.0204111 Tree=9596 num_leaves=4 num_cat=0 split_feature=43 2 51 split_gain=1.17661 1.46697 0.949756 threshold=0.0015850000000000003 0.090020000000000017 0.084970000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020424848685040328 -0.0088012016725585174 0.012383892275404883 0.0052962772333107868 leaf_weight=31.33392158110837 1.6255241592061773 6.5461525390333009 9.4749680556557205 leaf_count=1710 212 231 308 internal_value=0 0.00810771 -0.000328749 internal_weight=0 8.17168 40.8089 internal_count=2461 443 2018 is_linear=0 shrinkage=0.0204111 Tree=9597 num_leaves=4 num_cat=0 split_feature=2 4 457 split_gain=1.93035 1.90352 1.31863 threshold=0.089810000000000015 -0.10092 0.088350000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0087410665334265586 0.0011053438459876085 -0.0086837813895166375 0.013901331552534235 leaf_weight=3.0680415284550717 24.430893794154034 14.884175774542653 3.7819635598225423 leaf_count=98 1017 1234 76 internal_value=0 -0.00567015 0.00286883 internal_weight=0 17.9522 28.2129 internal_count=2425 1332 1093 is_linear=0 shrinkage=0.0204111 Tree=9598 num_leaves=4 num_cat=0 split_feature=1 16 13 split_gain=0.931586 1.41944 1.05208 threshold=0.099515000000000006 0.0060650000000000009 -0.42441999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0049141253926860157 -0.0135425246293154 0.0043738507507019323 0.0051315952459097917 leaf_weight=19.544811313407653 1.2372279402911797 10.42230401848701 19.38386734591495 leaf_count=1442 61 416 562 internal_value=0 -0.00167959 0.0039441 internal_weight=0 29.9671 20.6211 internal_count=2481 1858 623 is_linear=0 shrinkage=0.0204111 Tree=9599 num_leaves=4 num_cat=0 split_feature=0 3 47 split_gain=1.4572 2.30615 1.96901 threshold=-0.061889999999999994 0.076825000000000018 0.092530000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4655495062863533e-06 0.00018638817592758414 -0.00016491657174282605 -0.00026389901930958919 leaf_weight=27.003484159868663 11.675804384677575 3.9150970822483933 5.6122898742996759 leaf_count=1796 360 102 203 internal_value=0 9.76237e-05 -5.06857e-05 internal_weight=0 15.5909 32.6158 internal_count=2461 462 1999 is_linear=0 shrinkage=0.000400217 Tree=9600 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=1.04701 1.14748 threshold=-0.26719999999999994 0.38368000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044768112056297026 -5.2832984296085466e-06 0.00041369603662649081 leaf_weight=0.72475444861686256 48.241041584445384 0.95822423936624446 leaf_count=141 2292 18 internal_value=0 3.79773e-06 internal_weight=0 49.1993 internal_count=2451 2310 is_linear=0 shrinkage=0.000400217 Tree=9601 num_leaves=4 num_cat=0 split_feature=52 456 52 split_gain=1.23957 1.1398 0.841448 threshold=-0.047889999999999995 0.084065000000000015 -0.065909999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026925324972516288 -0.0018823148111656906 -0.02046829054166785 0.018760115095155412 leaf_weight=14.860904371464473 29.875381510665992 1.3313990175611241 1.3904637800628723 leaf_count=708 1621 106 43 internal_value=0 -0.0027456 0.00418623 internal_weight=0 31.2068 16.2514 internal_count=2478 1727 751 is_linear=0 shrinkage=0.0204111 Tree=9602 num_leaves=4 num_cat=0 split_feature=43 49 11 split_gain=1.18208 1.60669 1.41936 threshold=-0.053524999999999996 -0.083094999999999988 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0050346776568918382 -0.017432689285841914 -0.0015755664418213298 -0.015247880331050404 leaf_weight=17.104130770675059 2.8722537786670754 24.960290442630253 1.4600212129362251 leaf_count=1090 62 1253 33 internal_value=0 -0.00327528 0.00335766 internal_weight=0 27.8325 18.5642 internal_count=2438 1315 1123 is_linear=0 shrinkage=0.0204111 Tree=9603 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=1.08815 2.57968 0.878774 threshold=0.11588000000000001 0.082725000000000007 0.13495000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1825899074277424e-05 0.00018271112245093902 -0.00041869017201170175 -0.00011426789901228209 leaf_weight=36.451673574001234 6.8271206228100692 2.5682216026582401 1.9887831881642339 leaf_count=1270 296 818 25 internal_value=0 -3.97264e-05 0.000115123 internal_weight=0 39.0199 8.8159 internal_count=2409 2088 321 is_linear=0 shrinkage=0.000400217 Tree=9604 num_leaves=3 num_cat=0 split_feature=45 52 split_gain=1.02553 1.19838 threshold=-1.0000000180025095e-35 -0.049149999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019310600392600318 0.0032942746559533448 -0.003427275139247698 leaf_weight=0.94713990734817244 17.211566673392895 30.425031716685112 leaf_count=22 748 1715 internal_value=0 -0.000996684 internal_weight=0 47.6366 internal_count=2485 2463 is_linear=0 shrinkage=0.0204111 Tree=9605 num_leaves=3 num_cat=0 split_feature=14 4 split_gain=1.10466 1.02274 threshold=0.076175000000000007 -0.49367499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022902409264836463 -0.00038858619633919806 3.7314263944425197e-05 leaf_weight=2.3164442431952912 0.94760184632786959 47.387410065649192 leaf_count=133 71 2280 internal_value=0 2.44147e-05 internal_weight=0 49.7039 internal_count=2484 2413 is_linear=0 shrinkage=0.000400217 Tree=9606 num_leaves=3 num_cat=0 split_feature=1375 453 split_gain=1.34524 1.03501 threshold=-0.43429999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027342814730528953 -0.00071699053287952255 -0.016341323908931255 leaf_weight=0.73144303731123628 45.357996577269091 1.7266383112146275 leaf_count=10 2379 67 internal_value=0 -0.00132736 internal_weight=0 47.0846 internal_count=2456 2446 is_linear=0 shrinkage=0.0204111 Tree=9607 num_leaves=3 num_cat=0 split_feature=156 15 split_gain=0.889707 0.821602 threshold=-1.0000000180025095e-35 -0.24269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036561057618198092 0.00019810312168695859 1.618644548791004e-05 leaf_weight=0.80744718831283435 4.2374964200516834 46.736840582167588 leaf_count=132 206 2113 internal_value=0 3.17102e-05 internal_weight=0 50.9743 internal_count=2451 2319 is_linear=0 shrinkage=0.000400217 Tree=9608 num_leaves=3 num_cat=0 split_feature=1375 156 split_gain=1.74516 1.00555 threshold=-0.43429999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051424135635452155 -0.00036888804214508944 3.9558873937723313e-05 leaf_weight=0.84621285894627263 0.87429493198874197 47.121174082528569 leaf_count=13 135 2341 internal_value=0 3.12773e-05 internal_weight=0 47.9955 internal_count=2489 2476 is_linear=0 shrinkage=0.000400217 Tree=9609 num_leaves=4 num_cat=0 split_feature=457 16 41 split_gain=0.977927 0.992248 0.926942 threshold=-0.0046349999999999994 -0.084359999999999991 0.075585000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01852966674597244 0.0016271896600008246 0.0014556101423102599 -0.0088159906081074577 leaf_weight=2.196238293825445 41.532117975690198 1.8487193874771026 3.7587122458289732 leaf_count=50 2126 148 135 internal_value=0 -0.00960236 0.0007409 internal_weight=0 4.04496 45.2908 internal_count=2459 198 2261 is_linear=0 shrinkage=0.0204111 Tree=9610 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=0.957913 1.33077 0.896732 threshold=-0.23353999999999997 -0.53670499999999988 -0.5356749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7054685549698386e-05 -0.00026443713192986858 -0.00049310270758531189 3.7971686958487598e-05 leaf_weight=1.1291216059617002 1.513326890686584 1.2510468938271504 47.423402127277541 leaf_count=18 28 74 2377 internal_value=0 -0.000226337 2.80376e-05 internal_weight=0 2.38017 48.9367 internal_count=2497 92 2405 is_linear=0 shrinkage=0.000400217 Tree=9611 num_leaves=3 num_cat=0 split_feature=48 151 split_gain=0.90451 0.974695 threshold=-0.22597999999999999 0.056735000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016902402686731044 0.00040718666048475708 -0.0095889321093655683 leaf_weight=1.1649662520576374 44.868003574699173 4.3558535493139052 leaf_count=22 2317 107 internal_value=0 -0.000497131 internal_weight=0 49.2239 internal_count=2446 2424 is_linear=0 shrinkage=0.0204111 Tree=9612 num_leaves=4 num_cat=0 split_feature=49 42 2 split_gain=1.23897 1.56793 0.240938 threshold=-0.14917999999999998 0.086730000000000015 0.11018500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013518093531669203 3.4231236349299661e-05 -0.00015136536164349069 0.00037250191701890863 leaf_weight=1.5799774649349267 37.885788488628236 8.9100270363894634 1.4533896227076182 leaf_count=56 1554 858 24 internal_value=0 -1.38372e-06 0.000258102 internal_weight=0 46.7958 3.03337 internal_count=2492 2412 80 is_linear=0 shrinkage=0.000400217 Tree=9613 num_leaves=4 num_cat=0 split_feature=1 160 151 split_gain=1.04906 1.78011 1.28962 threshold=0.11588000000000001 -0.091944999999999985 0.0031850000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031161465121568233 0.00020127198615602375 1.4226591053473274e-05 -0.0002016402922862816 leaf_weight=2.7770638678687183 7.9781776514600988 38.027007612646685 1.4164812474773496 leaf_count=314 293 1846 25 internal_value=0 -8.74173e-06 0.000138863 internal_weight=0 40.8041 9.39466 internal_count=2478 2160 318 is_linear=0 shrinkage=0.000400217 Tree=9614 num_leaves=4 num_cat=0 split_feature=15 1 49 split_gain=1.11354 1.76316 1.666 threshold=-0.034554999999999995 0.077845000000000011 0.094445000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012550949192512317 -0.0050083983913852296 0.0048491103444671304 0.014853119108245464 leaf_weight=2.649033303928948 22.682330235378235 20.088676338059145 1.7987170688320464 leaf_count=461 1354 612 44 internal_value=0 0.00277037 -0.00348812 internal_weight=0 22.7377 24.481 internal_count=2471 1073 1398 is_linear=0 shrinkage=0.0204111 Tree=9615 num_leaves=3 num_cat=0 split_feature=160 3 split_gain=0.997955 0.925426 threshold=-0.40446999999999994 -0.16048499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040135130211122323 0.00018470627879580093 -7.2656159458443776e-06 leaf_weight=0.85109586028988715 4.3083643824102174 44.577191512664854 leaf_count=184 133 2169 internal_value=0 1.00366e-05 internal_weight=0 48.8856 internal_count=2486 2302 is_linear=0 shrinkage=0.000400217 Tree=9616 num_leaves=4 num_cat=0 split_feature=0 2 150 split_gain=2.12308 1.6007 1.2245 threshold=-0.23040499999999997 0.11359000000000001 0.085825000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7372135646484746e-05 -7.2352843424320566e-05 0.00012067822754177587 0.00037636271872536995 leaf_weight=2.7614753991874741 34.76672030277723 8.4655445784255772 3.3096898971125484 leaf_count=53 1996 376 31 internal_value=0 -3.43403e-05 0.000216347 internal_weight=0 43.2323 6.07117 internal_count=2456 2372 84 is_linear=0 shrinkage=0.000400217 Tree=9617 num_leaves=4 num_cat=0 split_feature=51 48 0 split_gain=0.856686 2.60449 1.31541 threshold=0.087425000000000017 0.092475000000000016 -0.23025999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025379713908631326 -0.00031692071873376396 0.00015343249677074477 1.3843680065983426e-05 leaf_weight=3.9432002790581455 4.1412457589732403 3.294869477958855 37.657193116504004 leaf_count=60 244 105 2050 internal_value=0 -0.000109327 3.72085e-05 internal_weight=0 7.43612 41.6004 internal_count=2459 349 2110 is_linear=0 shrinkage=0.000400217 Tree=9618 num_leaves=4 num_cat=0 split_feature=1 48 2 split_gain=1.06374 1.2826 1.07379 threshold=0.10439500000000002 -0.090169999999999986 -0.16649999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028847744179017327 -0.00033111548973775365 -6.2012369466823403e-05 0.00010107714275388015 leaf_weight=1.6620326483753185 0.86392926403277925 29.587045601537284 17.435527190600169 leaf_count=32 31 1922 507 internal_value=0 -4.24076e-05 7.87835e-05 internal_weight=0 31.2491 18.2995 internal_count=2492 1954 538 is_linear=0 shrinkage=0.000400217 Tree=9619 num_leaves=4 num_cat=0 split_feature=0 15 15 split_gain=1.20416 2.46454 1.86117 threshold=-0.10674499999999999 -0.032264999999999995 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0076149750745904098 0.0042921811460355916 -0.0084948734379291773 0.0062139939504746167 leaf_weight=5.1472674519163801 10.441738306281197 15.43982863785345 17.693600257122171 leaf_count=153 765 1237 288 internal_value=0 -0.00333976 0.00307564 internal_weight=0 25.8816 22.8409 internal_count=2443 2002 441 is_linear=0 shrinkage=0.0204111 Tree=9620 num_leaves=4 num_cat=0 split_feature=131 42 42 split_gain=1.12068 1.28567 0.612185 threshold=0.10258000000000002 0.091735000000000025 0.09832500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031269926251966675 0.00051443342380401403 -0.010027465736758164 0.023796078864488378 leaf_weight=41.133148899565185 0.77868626479903369 5.5914977426132273 1.0968083947809644 leaf_count=1798 154 477 15 internal_value=0 -0.000945713 0.0147033 internal_weight=0 46.7246 1.87549 internal_count=2444 2275 169 is_linear=0 shrinkage=0.0204111 Tree=9621 num_leaves=4 num_cat=0 split_feature=3 12 15 split_gain=1.07583 1.40277 1.38647 threshold=0.18307500000000002 -0.16511999999999996 0.091545000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.2689493766054545e-06 -0.00016421784044068222 0.00042577668097633077 -0.00030622276507529672 leaf_weight=43.46717733539117 0.88870086176211804 1.8495255368525239 2.4149180776762469 leaf_count=1974 45 76 390 internal_value=0 0.000235363 -1.8026e-05 internal_weight=0 2.73823 45.8821 internal_count=2485 121 2364 is_linear=0 shrinkage=0.000400217 Tree=9622 num_leaves=4 num_cat=0 split_feature=484 150 9 split_gain=1.09877 1.3987 0.904899 threshold=-0.0068949999999999992 0.097210000000000005 0.084755000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019450726670058177 0.0019152163328617505 0.011399590581746395 -0.011303700120650361 leaf_weight=2.1727202895767728 44.589473150173717 0.752154646499548 2.15604460430768 leaf_count=395 2012 13 63 internal_value=0 -0.0113895 0.00127997 internal_weight=0 2.92487 46.7455 internal_count=2483 408 2075 is_linear=0 shrinkage=0.0204111 Tree=9623 num_leaves=3 num_cat=0 split_feature=15 151 split_gain=1.00981 1.07431 threshold=0.21545500000000004 0.10932500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048966050898742648 0.014085276511308639 -0.018568820900150065 leaf_weight=43.25815111937743 1.7998790921810712 1.3024068399608939 leaf_count=2397 27 49 internal_value=0 -0.00106329 internal_weight=0 44.5606 internal_count=2473 2446 is_linear=0 shrinkage=0.0204111 Tree=9624 num_leaves=4 num_cat=0 split_feature=47 43 2 split_gain=1.21057 1.46214 0.702255 threshold=0.11893500000000001 -0.15786499999999998 0.12370500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020553617089550693 -0.00042212366577205787 3.0929226132214104e-06 -7.1125540198268961e-06 leaf_weight=6.6050922134099883 1.4115625104122949 38.307925350205778 1.1498998377937821 leaf_count=189 55 2200 36 internal_value=0 3.33021e-05 -0.000243916 internal_weight=0 44.913 2.56146 internal_count=2480 2389 91 is_linear=0 shrinkage=0.000400217 Tree=9625 num_leaves=4 num_cat=0 split_feature=11 3 1 split_gain=0.966834 0.892943 0.490213 threshold=0.088215000000000002 -0.48702499999999999 0.11400500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012801920300066688 -0.021622318149281811 0.0013358093916037992 -0.0018395285773052982 leaf_weight=1.8275649868155586 1.1208926628403326 46.184765412352249 0.94407504284754384 leaf_count=27 59 2316 29 internal_value=0 0.00076913 -0.0131377 internal_weight=0 48.0123 2.06497 internal_count=2431 2343 88 is_linear=0 shrinkage=0.0204111 Tree=9626 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=0.901988 0.932541 threshold=-1.0000000180025095e-35 -0.23025999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019672296140858338 0.0054055845980224265 -0.0023080398814029936 leaf_weight=0.78443023225690822 7.7549130982606576 38.363439958657523 leaf_count=68 92 2311 internal_value=0 -0.00100102 internal_weight=0 46.1184 internal_count=2471 2403 is_linear=0 shrinkage=0.0204111 Tree=9627 num_leaves=4 num_cat=0 split_feature=14 160 3 split_gain=1.41297 0.956044 0.012204 threshold=0.076175000000000007 -0.40446999999999994 -0.013714999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018031294469262819 -0.025834848937711558 0.0010710258306026728 -0.013677925118205194 leaf_weight=1.005455542282333 0.54441900251549669 47.234054084484796 0.61815261428273405 leaf_count=174 61 2245 22 internal_value=0 0.000632043 -0.0211403 internal_weight=0 48.2395 1.16257 internal_count=2502 2419 83 is_linear=0 shrinkage=0.0204111 Tree=9628 num_leaves=3 num_cat=0 split_feature=1375 156 split_gain=0.955521 1.14581 threshold=-0.53764999999999985 0.11850000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040954063215957156 -3.4544660648423737e-06 -0.00046368397986414994 leaf_weight=0.76527202897705038 46.840184386671808 0.77087982745479067 leaf_count=5 2365 82 internal_value=0 -1.19765e-05 internal_weight=0 47.6111 internal_count=2452 2447 is_linear=0 shrinkage=0.000400217 Tree=9629 num_leaves=3 num_cat=0 split_feature=160 150 split_gain=1.04257 0.982332 threshold=-0.25833999999999996 0.12820000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040195991319463571 -4.861036395840663e-06 0.00028449709831481883 leaf_weight=0.90719678682967142 45.084615407171555 1.8488587072497455 leaf_count=202 2244 36 internal_value=0 7.18767e-06 internal_weight=0 46.9335 internal_count=2482 2280 is_linear=0 shrinkage=0.000400217 Tree=9630 num_leaves=4 num_cat=0 split_feature=3 0 1 split_gain=1.36902 1.81262 1.58011 threshold=-0.10373499999999998 0.043560000000000008 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3147221477291672e-05 -0.00014000780693371678 0.0002920449485094036 2.8438365350711999e-05 leaf_weight=8.213458142974444 16.239395516237892 4.9027421546779797 19.558349078915398 leaf_count=224 1535 99 605 internal_value=0 0.000102438 -4.81743e-05 internal_weight=0 13.1162 35.7977 internal_count=2463 323 2140 is_linear=0 shrinkage=0.000400217 Tree=9631 num_leaves=4 num_cat=0 split_feature=1 3 14 split_gain=1.2974 2.1329 1.06401 threshold=0.077845000000000011 0.10812000000000001 0.076175000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016225553235679817 7.149177616156423e-05 0.00019981907213962758 -0.00029551734011679971 leaf_weight=11.523491430955799 35.298509475038827 3.2554411352612069 1.203237341567841 leaf_count=1267 1148 19 63 internal_value=0 -8.15965e-05 5.8527e-05 internal_weight=0 14.7789 36.5017 internal_count=2497 1286 1211 is_linear=0 shrinkage=0.000400217 Tree=9632 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=1.21599 1.19442 threshold=-0.50061499999999992 -0.046074999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030229545967159897 -0.00042836872092610174 -3.0563317297529294e-06 leaf_weight=1.9342306969920162 0.97071873761888028 45.769362024552038 leaf_count=44 29 2380 internal_value=0 -1.2892e-05 internal_weight=0 46.7401 internal_count=2453 2409 is_linear=0 shrinkage=0.000400217 Tree=9633 num_leaves=4 num_cat=0 split_feature=484 49 456 split_gain=1.04314 1.22842 0.339593 threshold=-0.082244999999999985 -0.085949999999999985 0.088760000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021594212476488895 -0.0075360110054586765 0.0023587943081100995 0.0023022025991058922 leaf_weight=1.0296351100487289 5.8692198586504665 41.440772815597711 0.29067178350715028 leaf_count=204 126 2117 16 internal_value=0 0.00111636 -0.0165646 internal_weight=0 47.31 1.32031 internal_count=2463 2243 220 is_linear=0 shrinkage=0.0204111 Tree=9634 num_leaves=4 num_cat=0 split_feature=48 52 34 split_gain=0.930151 1.20303 0.95358 threshold=-0.064549999999999982 -0.0059799999999999992 -0.086809999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0066370960011938483 -0.019893918302001361 0.018243442033116071 0.00055393480958042067 leaf_weight=1.099511716172856 0.85946497016993717 2.5219186519243513 43.271720334686506 leaf_count=64 35 63 2302 internal_value=0 0.0107169 0.00010637 internal_weight=0 3.62143 44.1312 internal_count=2464 127 2337 is_linear=0 shrinkage=0.0204111 Tree=9635 num_leaves=4 num_cat=0 split_feature=4 4 151 split_gain=0.968728 2.24846 1.46294 threshold=0.27626000000000001 0.25539000000000006 -0.16207999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00098157156545140649 -0.014131185143643385 -0.019729692122311824 0.011070052881648555 leaf_weight=39.782357605390985 1.016498184922966 2.1982543700432862 6.7844829737014143 leaf_count=2139 23 58 246 internal_value=0 -0.000152541 0.00763274 internal_weight=0 41.9806 7.80098 internal_count=2466 2197 269 is_linear=0 shrinkage=0.0204111 Tree=9636 num_leaves=4 num_cat=0 split_feature=401 133 2 split_gain=0.923147 0.908133 0.239314 threshold=0.082280000000000006 -0.26719999999999994 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019497552608776909 -0.019671937268139407 0.0021559334775608204 0.00039515149210920728 leaf_weight=0.70969866826885564 0.96282629363031336 47.326049429189879 0.31604440047931348 leaf_count=145 192 2064 48 internal_value=0 0.00179142 -0.0150802 internal_weight=0 48.0357 1.27887 internal_count=2449 2209 240 is_linear=0 shrinkage=0.0204111 Tree=9637 num_leaves=4 num_cat=0 split_feature=12 49 151 split_gain=1.12267 1.74423 1.17153 threshold=0.084045000000000022 -0.11612499999999999 0.13340000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003721061472554635 -9.315682881951725e-05 7.455269762120855e-05 0.00035748796122532755 leaf_weight=1.3616293107297703 18.211286681188202 28.720579622159676 0.86415979143930499 leaf_count=48 1619 788 20 internal_value=0 5.30304e-05 -7.07746e-05 internal_weight=0 30.0822 19.0754 internal_count=2475 836 1639 is_linear=0 shrinkage=0.000400217 Tree=9638 num_leaves=4 num_cat=0 split_feature=3 1 49 split_gain=1.31478 1.18249 0.935455 threshold=-0.12077499999999998 0.11588000000000001 -0.067864999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019055892569373789 -0.0036423664076189011 0.0051978489614074959 0.0035070788656039256 leaf_weight=1.8370219577336673 28.819110278070752 7.9549680929203523 9.8153960504866955 leaf_count=19 1903 283 242 internal_value=0 -0.00172008 0.00611641 internal_weight=0 36.7741 11.6524 internal_count=2447 2186 261 is_linear=0 shrinkage=0.0204111 Tree=9639 num_leaves=3 num_cat=0 split_feature=39 51 split_gain=0.923834 1.51633 threshold=0.16946000000000003 -0.24953999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020952402057049173 0.019604618126021104 -8.8938690587335277e-05 leaf_weight=1.3856407243647471 0.83671299345587513 46.957199599786577 leaf_count=117 20 2318 internal_value=0 -0.000733978 internal_weight=0 48.3428 internal_count=2455 2435 is_linear=0 shrinkage=0.0204111 Tree=9640 num_leaves=3 num_cat=0 split_feature=45 31 split_gain=0.949273 0.886699 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037862629573743136 0.0003848510501727592 -1.2486566756232962e-05 leaf_weight=0.94164466988149698 0.80439585570957106 49.120099732257472 leaf_count=19 66 2412 internal_value=0 -5.2377e-06 internal_weight=0 49.9245 internal_count=2497 2478 is_linear=0 shrinkage=0.000400217 Tree=9641 num_leaves=4 num_cat=0 split_feature=15 16 16 split_gain=1.26686 0.905072 0.657457 threshold=0.097210000000000019 -0.55433999999999994 -0.25747499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042361584099072911 0.00016047839542216444 4.1415748923327484e-05 -0.00034569121409885331 leaf_weight=0.56890788391865399 0.43795077566028373 46.087273048369866 2.0363888073381977 leaf_count=22 29 2182 238 internal_value=0 3.47447e-05 -0.000253032 internal_weight=0 46.6562 2.47434 internal_count=2471 2204 267 is_linear=0 shrinkage=0.000400217 Tree=9642 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=1.35539 3.09314 2.44526 threshold=1.0000000180025095e-35 0.0060650000000000009 0.086730000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017901738462035015 0.004935797577017796 0.0020522418175372408 -0.0066035759158787274 leaf_weight=5.9742884213068219 19.846162661205426 6.8684035801970822 12.294859187287782 leaf_count=975 913 284 281 internal_value=0 -0.00730464 0.000514057 internal_weight=0 12.8427 32.141 internal_count=2453 1259 1194 is_linear=0 shrinkage=0.0204111 Tree=9643 num_leaves=4 num_cat=0 split_feature=13 13 456 split_gain=0.982481 1.93255 1.26776 threshold=-0.083424999999999985 -0.084169999999999981 0.087015000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3535771677414224e-05 -5.5437899482601015e-06 0.00053627359587088723 -0.00040590543246656757 leaf_weight=13.172972055755507 34.411173928201379 1.3701298182877497 1.2034431600932283 leaf_count=712 1645 46 50 internal_value=0 0.000102765 -2.0302e-05 internal_weight=0 14.5431 35.6146 internal_count=2453 758 1695 is_linear=0 shrinkage=0.000400217 Tree=9644 num_leaves=4 num_cat=0 split_feature=1447 156 123 split_gain=1.05364 1.01534 0.931716 threshold=-1.0000000180025095e-35 0.086945000000000008 0.087755000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042262660525192226 3.5400428494474332e-05 -0.00016351968927077532 0.00029310308434020319 leaf_weight=1.4093418938757611 45.367509632684232 4.407448538803691 0.27604837462422427 leaf_count=244 1913 298 8 internal_value=0 1.74591e-05 -0.000294442 internal_weight=0 49.775 1.68539 internal_count=2463 2211 252 is_linear=0 shrinkage=0.000400217 Tree=9645 num_leaves=4 num_cat=0 split_feature=52 3 1 split_gain=1.2275 1.00967 1.00103 threshold=-0.29521499999999995 -0.51735999999999993 0.10384000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016451644631051327 -0.00086475483979099924 -0.020286789532565522 0.005399321096572398 leaf_weight=0.28753980994224582 28.897641117170679 1.7234165920767726 16.676431303637401 leaf_count=1 1656 274 484 internal_value=0 -0.014443 0.00143501 internal_weight=0 2.01096 45.5741 internal_count=2415 275 2140 is_linear=0 shrinkage=0.0204111 Tree=9646 num_leaves=4 num_cat=0 split_feature=43 42 48 split_gain=1.29089 1.40949 1.07433 threshold=-0.21368999999999996 -0.11377999999999998 -0.23739499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020538497833546383 0.00039758450139928335 0.00025790310421896335 -5.7819090984850455e-05 leaf_weight=1.2756292335275246 0.73652446205596689 4.4463032044732236 40.204276204966277 leaf_count=53 10 114 2287 internal_value=0 0.00015266 -4.85644e-05 internal_weight=0 5.72193 40.9408 internal_count=2464 167 2297 is_linear=0 shrinkage=0.000400217 Tree=9647 num_leaves=3 num_cat=0 split_feature=14 159 split_gain=1.03798 0.879772 threshold=0.076175000000000007 0.091305000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.6179225988962538e-05 -0.00035153462605652745 -0.00018612218737617452 leaf_weight=46.207226072555045 1.2615433829491838 3.6077665478851477 leaf_count=2127 77 279 internal_value=0 1.14334e-06 internal_weight=0 49.815 internal_count=2483 2406 is_linear=0 shrinkage=0.000400217 Tree=9648 num_leaves=3 num_cat=0 split_feature=150 31 split_gain=0.830342 0.865906 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014337274882637517 0.019607167969038594 -0.00054460508256432287 leaf_weight=1.5930436204071146 0.7936350022687283 46.495226522550411 leaf_count=24 69 2367 internal_value=0 -0.000160888 internal_weight=0 47.2889 internal_count=2460 2436 is_linear=0 shrinkage=0.0204111 Tree=9649 num_leaves=4 num_cat=0 split_feature=457 150 3 split_gain=1.21022 1.12036 1.08541 threshold=0.080930000000000016 0.12187000000000002 0.090810000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.543587832076673e-06 -1.9199399107180637e-05 -0.00040396849030277824 0.00028026589779875789 leaf_weight=39.448714076917327 3.2819089343688566 1.034065399901009 4.5770916637302435 leaf_count=2218 146 32 58 internal_value=0 -1.38833e-05 0.000156697 internal_weight=0 40.4828 7.859 internal_count=2454 2250 204 is_linear=0 shrinkage=0.000400217 Tree=9650 num_leaves=4 num_cat=0 split_feature=457 16 1 split_gain=0.975747 1.25273 0.933055 threshold=-0.0046349999999999994 -0.072114999999999985 0.095950000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043008670649647915 7.8941989493382577e-05 -5.3607743267584826e-05 -2.8265927165437854e-05 leaf_weight=1.5199065061106005 21.718497112931004 23.840838073917098 2.1782374411377532 leaf_count=145 1100 1181 52 internal_value=0 9.61839e-06 -0.000201197 internal_weight=0 45.5593 3.69814 internal_count=2478 2281 197 is_linear=0 shrinkage=0.000400217 Tree=9651 num_leaves=4 num_cat=0 split_feature=151 4 51 split_gain=1.06375 1.8821 1.02006 threshold=0.055020000000000006 0.0047050000000000008 0.084970000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.1059035310305805e-05 -0.00044013739223686485 6.2852935724203444e-05 0.00014425330778885037 leaf_weight=36.895215171090285 2.2021928008471141 2.4061606333416421 8.1810116670344524 leaf_count=1995 66 47 339 internal_value=0 -0.00018225 1.74166e-05 internal_weight=0 4.60835 45.0762 internal_count=2447 113 2334 is_linear=0 shrinkage=0.000400217 Tree=9652 num_leaves=4 num_cat=0 split_feature=483 15 38 split_gain=0.956834 1.25113 1.02349 threshold=0.080810000000000007 -0.46714499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020896495587353057 0.015931375272685577 -0.018389744905267461 -0.013276695369251502 leaf_weight=45.953209463888243 0.46956648124523814 1.96315331413325 1.768672618723939 leaf_count=2125 43 249 45 internal_value=0 -0.0113555 0.0014904 internal_weight=0 2.43272 47.7219 internal_count=2462 292 2170 is_linear=0 shrinkage=0.0204111 Tree=9653 num_leaves=4 num_cat=0 split_feature=12 12 15 split_gain=1.15147 0.919488 0.294959 threshold=0.12212000000000002 0.11351500000000002 -0.11949999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7425925778327575e-07 -0.025760460220307643 0.017243479727296503 -0.0071163401520461826 leaf_weight=46.124766419791627 0.70817992480442626 1.2133426693435456 0.8332854232999114 leaf_count=2328 16 57 71 internal_value=0 0.000481354 -0.0168462 internal_weight=0 47.3381 1.54147 internal_count=2472 2385 87 is_linear=0 shrinkage=0.0204111 Tree=9654 num_leaves=3 num_cat=0 split_feature=124 42 split_gain=1.06074 1.11121 threshold=0.11040000000000001 -0.0044549999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00020144957423187142 0.00034701183054335354 -2.5737453872573096e-06 leaf_weight=4.9271226092034786 1.1568471344944544 42.103891206302251 leaf_count=669 24 1765 internal_value=0 -2.38376e-05 internal_weight=0 47.031 internal_count=2458 2434 is_linear=0 shrinkage=0.000400217 Tree=9655 num_leaves=4 num_cat=0 split_feature=52 52 8 split_gain=1.13894 2.342 1.24872 threshold=-0.081449999999999981 -0.086049999999999974 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9909419802766841e-06 -7.8917859418242453e-05 0.00042506644116995461 0.0003047898589969366 leaf_weight=10.988764670262297 33.848246108975445 2.360465355377527 1.3064707991652529 leaf_count=568 1804 51 39 internal_value=0 7.3132e-05 -6.37356e-05 internal_weight=0 13.3492 35.1547 internal_count=2462 619 1843 is_linear=0 shrinkage=0.000400217 Tree=9656 num_leaves=4 num_cat=0 split_feature=130 160 132 split_gain=1.05313 1.04164 0.227177 threshold=1.0000000180025095e-35 -0.40446999999999994 0.091440000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035048970244925696 -0.00041972800757611385 4.3863526644594779e-05 6.0088942549567967e-07 leaf_weight=0.98695912250695883 0.90083431912250833 46.700573567124593 0.25812989402038511 leaf_count=175 276 1965 45 internal_value=0 3.49e-05 -0.000334305 internal_weight=0 47.6875 1.15896 internal_count=2461 2140 321 is_linear=0 shrinkage=0.000400217 Tree=9657 num_leaves=4 num_cat=0 split_feature=15 1 47 split_gain=1.90918 1.39871 0.965606 threshold=0.048235000000000007 0.11174500000000002 0.13206500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029186555409928547 -0.01669780697088831 0.0050205079228347015 -0.010483842401643522 leaf_weight=36.719490019286809 4.0810627599799991 1.6901752918784039 2.2757087859790763 leaf_count=1486 877 30 48 internal_value=0 -0.0103628 0.00210873 internal_weight=0 5.77124 38.9952 internal_count=2441 907 1534 is_linear=0 shrinkage=0.0204111 Tree=9658 num_leaves=4 num_cat=0 split_feature=484 157 133 split_gain=1.09152 1.00471 0.338038 threshold=0.088265000000000024 -0.083944999999999978 -0.012769999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027010685468586255 5.1473482497082469e-05 3.6778461635727365e-05 -0.00035702572632435582 leaf_weight=1.667543914853012 0.37321372540282016 43.326720293311951 1.510203441341331 leaf_count=174 22 2104 176 internal_value=0 2.47626e-05 -0.000277732 internal_weight=0 44.9943 1.88342 internal_count=2476 2278 198 is_linear=0 shrinkage=0.000400217 Tree=9659 num_leaves=3 num_cat=0 split_feature=156 2 split_gain=1.14575 1.23126 threshold=0.11896500000000002 0.098240000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0040261978358791545 -0.025131789391717622 0.0027809027790748207 leaf_weight=27.073766629258785 0.74160611972365487 18.573767987525457 leaf_count=1688 84 688 internal_value=0 -0.00125639 internal_weight=0 45.6475 internal_count=2460 2376 is_linear=0 shrinkage=0.0204111 Tree=9660 num_leaves=4 num_cat=0 split_feature=42 0 43 split_gain=1.01468 1.40925 1.37581 threshold=-0.0044549999999999998 -0.016664999999999996 -0.18024499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028775353871548999 0.00025341777231051294 0.00015401679383523782 -9.4944200691269336e-08 leaf_weight=3.8491573482364174 3.6450560396406209 1.5506268965837069 39.257243440537877 leaf_count=635 60 35 1728 internal_value=0 -0.000160341 2.20475e-05 internal_weight=0 5.39978 42.9023 internal_count=2458 670 1788 is_linear=0 shrinkage=0.000400217 Tree=9661 num_leaves=4 num_cat=0 split_feature=483 47 15 split_gain=1.23015 1.04851 0.908361 threshold=0.080810000000000007 0.11312500000000002 -0.46714499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0006504091022747398 0.014397181180412671 0.010465950475919852 -0.018623327079062061 leaf_weight=41.526363761454718 0.33165984567494922 4.9803548253194085 1.9320034568806921 leaf_count=2110 36 101 252 internal_value=0 0.00172416 -0.0133348 internal_weight=0 46.5067 2.26366 internal_count=2499 2211 288 is_linear=0 shrinkage=0.0204111 Tree=9662 num_leaves=3 num_cat=0 split_feature=2 376 split_gain=0.977555 1.01946 threshold=0.16826500000000003 0.048375000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0023890532101986054 0.018382815141526784 0.0097058925542409785 leaf_weight=44.608043195963546 0.92987176496080692 2.9951684673633272 leaf_count=2305 58 136 internal_value=0 -0.00160706 internal_weight=0 47.6032 internal_count=2499 2441 is_linear=0 shrinkage=0.0204111 Tree=9663 num_leaves=4 num_cat=0 split_feature=0 49 151 split_gain=1.25283 1.22379 0.861965 threshold=-0.23040499999999997 0.11012500000000001 -0.0077149999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066683366703619497 -0.0016722077707860682 0.010256601096064317 0.015912310271015351 leaf_weight=2.783728979411535 39.127919184817983 3.831366970530552 3.3890273402885205 leaf_count=43 2203 176 38 internal_value=0 -0.000584428 0.00917142 internal_weight=0 42.9593 6.17276 internal_count=2460 2379 81 is_linear=0 shrinkage=0.0204111 Tree=9664 num_leaves=3 num_cat=0 split_feature=1375 39 split_gain=0.896126 0.872033 threshold=-0.53764999999999985 0.15619500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020842854442978551 -0.00042652998012353185 0.019535918522052539 leaf_weight=0.75859202776336943 48.097881050197088 0.81727532899822009 leaf_count=5 2455 21 internal_value=0 -4.91427e-05 internal_weight=0 48.9152 internal_count=2481 2476 is_linear=0 shrinkage=0.0204111 Tree=9665 num_leaves=4 num_cat=0 split_feature=457 43 42 split_gain=1.6294 1.71172 1.11224 threshold=0.080930000000000016 -0.074459999999999985 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046268010766880724 0.01444990647298877 -0.003752427741242779 -0.0042079362419394075 leaf_weight=17.137163156535507 5.5555720762358751 24.591243827647645 1.6834691255353389 leaf_count=884 125 1396 79 internal_value=0 -0.000308045 0.0101129 internal_weight=0 41.7284 7.23904 internal_count=2484 2280 204 is_linear=0 shrinkage=0.0204111 Tree=9666 num_leaves=4 num_cat=0 split_feature=155 483 51 split_gain=0.917686 1.02404 0.0287594 threshold=0.088610000000000008 0.10297500000000001 -0.16381499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026781607761638673 -0.0059332367141238318 -0.018243735382704959 -0.019917432288561264 leaf_weight=46.439988330968163 0.2002917180041095 0.88486673323859477 0.66629509481481264 leaf_count=2213 44 101 102 internal_value=0 0.00224483 -0.017734 internal_weight=0 47.3249 0.866587 internal_count=2460 2314 146 is_linear=0 shrinkage=0.0204111 Tree=9667 num_leaves=3 num_cat=0 split_feature=15 480 split_gain=0.899083 0.987231 threshold=-0.46714499999999998 0.084710000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017379488679030216 0.0014654670300139031 -0.018893232736209985 leaf_weight=1.3344633025735664 47.507195844583407 0.90177619463156489 leaf_count=97 2197 181 internal_value=0 0.0010435 internal_weight=0 48.409 internal_count=2475 2378 is_linear=0 shrinkage=0.0204111 Tree=9668 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=0.931819 1.3189 threshold=-0.40186499999999997 0.13849500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02079753169831217 0.0011701202920736346 0.017750999724571916 leaf_weight=0.65556109237286264 47.289046801198651 1.9761764859099447 leaf_count=9 2393 115 internal_value=0 0.00187397 internal_weight=0 49.2652 internal_count=2517 2508 is_linear=0 shrinkage=0.0204111 Tree=9669 num_leaves=4 num_cat=0 split_feature=41 38 16 split_gain=1.03925 1.20192 1.03517 threshold=0.075585000000000013 1.0000000180025095e-35 -0.53221499999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016341091789201258 0.0082338773435598669 -0.016173345812514679 -0.017157851249369138 leaf_weight=44.52126666621507 0.82812434765219256 1.5254082957908384 2.4554445368521547 leaf_count=2317 22 36 110 internal_value=0 0.00100639 -0.0106936 internal_weight=0 46.0467 3.28357 internal_count=2485 2353 132 is_linear=0 shrinkage=0.0204111 Tree=9670 num_leaves=3 num_cat=0 split_feature=43 160 split_gain=1.34688 1.2803 threshold=0.2506000000000001 -0.097529999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021227713522191727 -0.00044128682896775353 5.0265766265831515e-05 leaf_weight=3.072331803745441 0.86558935203879528 45.595331063700542 leaf_count=328 147 1967 internal_value=0 3.32425e-05 internal_weight=0 48.6677 internal_count=2442 2295 is_linear=0 shrinkage=0.000400217 Tree=9671 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.31829 2.50164 2.18965 threshold=-0.10674499999999999 -0.075969999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012338513750495542 -0.00024751847910926697 2.576844369389948e-05 -0.0002882447012815793 leaf_weight=20.3924833761771 7.2598269919635667 19.645267413699003 2.1958596710783231 leaf_count=412 1275 789 31 internal_value=0 -4.8693e-05 8.21454e-05 internal_weight=0 26.9051 22.5883 internal_count=2507 2064 443 is_linear=0 shrinkage=0.000400217 Tree=9672 num_leaves=3 num_cat=0 split_feature=133 43 split_gain=0.985645 1.03998 threshold=-0.24169999999999997 0.38368000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021269791145445367 0.00036555404985678589 0.021004980304190873 leaf_weight=0.74515292048920301 46.995201656056338 0.92775017080384614 leaf_count=161 2290 20 internal_value=0 0.000813147 internal_weight=0 47.923 internal_count=2471 2310 is_linear=0 shrinkage=0.0204111 Tree=9673 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=1.01011 1.04748 threshold=-0.23078999999999997 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0090318582685097754 -0.0022078139709409998 0.0077267114430050405 leaf_weight=4.4630598838302822 37.965362255074638 4.892207260804752 leaf_count=74 2172 225 internal_value=0 -0.00105661 internal_weight=0 42.8576 internal_count=2471 2397 is_linear=0 shrinkage=0.0204111 Tree=9674 num_leaves=4 num_cat=0 split_feature=12 12 40 split_gain=1.17006 1.15635 0.600854 threshold=0.11610500000000001 0.10340500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072582362191815121 0.00056691335201186676 0.010929837191421713 -0.024580974696422019 leaf_weight=44.403417186364777 0.57616559341840901 3.7410644966312239 1.11875040183122 leaf_count=2164 30 163 86 internal_value=0 0.000203138 -0.0165269 internal_weight=0 48.1445 1.69492 internal_count=2443 2327 116 is_linear=0 shrinkage=0.0204111 Tree=9675 num_leaves=4 num_cat=0 split_feature=1 52 151 split_gain=1.20305 1.95454 0.958235 threshold=0.11323000000000001 0.11379500000000002 0.09759000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9228566491335699e-05 0.0083940990366383247 -0.016065801042497441 -0.011418773977497017 leaf_weight=34.892070382437169 9.6436068958746528 3.30966977533103 1.03765694577305 leaf_count=1782 368 329 14 internal_value=0 -0.00134411 0.00637084 internal_weight=0 38.2017 10.6813 internal_count=2493 2111 382 is_linear=0 shrinkage=0.0204111 Tree=9676 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=1.18153 1.39059 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.259425959320767e-06 0.00036199438924495932 -0.00043512769427004287 leaf_weight=45.96116142470521 1.355721482890657 1.0495836682530342 leaf_count=2443 41 27 internal_value=0 -2.65022e-06 internal_weight=0 47.0107 internal_count=2511 2470 is_linear=0 shrinkage=0.000400217 Tree=9677 num_leaves=4 num_cat=0 split_feature=42 39 2 split_gain=1.31052 1.44267 1.19786 threshold=-1.0000000180025095e-35 0.085095000000000018 0.096540000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034499786551014559 1.9645471376807271e-06 0.00025589826008377516 3.3014113687659892e-05 leaf_weight=3.0098985325909089 38.674904454423768 3.8377839343229416 2.3244275753769443 leaf_count=484 1592 207 195 internal_value=0 2.55001e-05 -0.000182987 internal_weight=0 42.5127 5.33433 internal_count=2478 1799 679 is_linear=0 shrinkage=0.000400217 Tree=9678 num_leaves=4 num_cat=0 split_feature=13 15 15 split_gain=1.03294 1.16553 1.03515 threshold=-0.10939499999999998 -0.031974999999999996 -0.091149999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0054566502037870666 0.0022970543346954812 -0.0048754255222569374 0.010872467516076475 leaf_weight=2.0642733003332978 21.16608822113221 16.85743159616516 6.4979840033774945 leaf_count=93 956 1269 129 internal_value=0 -0.000887787 0.00691606 internal_weight=0 38.0235 8.56226 internal_count=2447 2225 222 is_linear=0 shrinkage=0.0204111 Tree=9679 num_leaves=4 num_cat=0 split_feature=43 457 42 split_gain=1.11369 1.61269 1.21241 threshold=-0.063379999999999978 -0.14786499999999997 -0.094924999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010167984686518215 0.020077787602208057 -0.0042782445613428694 0.0052743526608236046 leaf_weight=2.3527601946260601 1.0695893239571912 28.47475448195064 15.18869305209091 leaf_count=139 14 1351 960 internal_value=0 -0.00332401 0.00315178 internal_weight=0 29.5443 17.5415 internal_count=2464 1365 1099 is_linear=0 shrinkage=0.0204111 Tree=9680 num_leaves=3 num_cat=0 split_feature=1132 376 split_gain=0.930063 1.26086 threshold=-1.0000000180025095e-35 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038610498756127778 2.0329807419695747e-05 0.00032005764693513443 leaf_weight=0.74260241372394276 45.280825236891815 2.2549249600242538 leaf_count=19 2340 120 internal_value=0 3.52665e-05 internal_weight=0 47.5358 internal_count=2479 2460 is_linear=0 shrinkage=0.000400217 Tree=9681 num_leaves=3 num_cat=0 split_feature=2 147 split_gain=1.24901 1.34762 threshold=0.14846500000000004 0.10271500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.9440118126428033e-05 0.017098651619134615 -0.02042480859720619 leaf_weight=47.879814139733753 1.6021533128809995 1.2797050451335952 leaf_count=2369 103 24 internal_value=0 -0.000625055 internal_weight=0 49.1595 internal_count=2496 2393 is_linear=0 shrinkage=0.0204111 Tree=9682 num_leaves=3 num_cat=0 split_feature=1375 453 split_gain=1.609 1.04385 threshold=-0.43429999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027153516939706936 0.0010175593123220707 -0.015699201707613193 leaf_weight=0.78488729784839861 45.296272933626597 1.4995409258845018 leaf_count=10 2370 59 internal_value=0 0.000445687 internal_weight=0 46.7958 internal_count=2439 2429 is_linear=0 shrinkage=0.0204111 Tree=9683 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=0.85123 1.36495 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003768914323692434 2.2129621751131106e-06 -0.00041084406968875721 leaf_weight=0.82331287115812202 49.890701344154195 1.2031957486868794 leaf_count=8 2396 87 internal_value=0 -8.39109e-06 internal_weight=0 51.0939 internal_count=2491 2483 is_linear=0 shrinkage=0.000400217 Tree=9684 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=1.47781 1.99237 1.0717 threshold=-0.10674499999999999 -0.075969999999999996 0.084660000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025349473974098599 -0.011994477301010003 0.00050965930529841131 0.016666180874163689 leaf_weight=18.884877861721979 7.2608094039519555 18.933125803882831 2.4349705988406631 leaf_count=393 1243 794 37 internal_value=0 -0.00299272 0.00422753 internal_weight=0 26.1939 21.3198 internal_count=2467 2037 430 is_linear=0 shrinkage=0.0204111 Tree=9685 num_leaves=4 num_cat=0 split_feature=2 52 52 split_gain=1.19098 1.48442 1.43243 threshold=0.089810000000000015 0.17002500000000001 0.0038100000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0080971405961624277 0.0033814280955222565 -0.013177884718756208 0.005014024728774864 leaf_weight=13.245560664479628 26.505980112491446 2.3540333000340743 4.6048334142601552 leaf_count=794 992 159 521 internal_value=0 0.00198502 -0.00470471 internal_weight=0 28.86 17.8504 internal_count=2466 1151 1315 is_linear=0 shrinkage=0.0204111 Tree=9686 num_leaves=3 num_cat=0 split_feature=45 146 split_gain=0.914905 1.28715 threshold=-0.080359999999999987 0.086030000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037715919603112694 -1.5678879326039823e-05 -0.00048120080473511604 leaf_weight=0.81124453991651435 47.202944133664687 0.85924494359642167 leaf_count=7 2423 14 internal_value=0 -2.51005e-05 internal_weight=0 48.0622 internal_count=2444 2437 is_linear=0 shrinkage=0.000400217 Tree=9687 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=1.05039 2.12906 1.76846 threshold=0.0067750000000000006 -0.0016099999999999997 0.13400000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051741309806037556 0.0052849167839624659 -0.019131087192341939 -0.016665556766924366 leaf_weight=24.231850079719951 19.458470478337862 2.7514883739576126 1.5502442349388719 leaf_count=1622 650 155 32 internal_value=0 -0.00248666 0.00358542 internal_weight=0 26.9833 21.0087 internal_count=2459 1777 682 is_linear=0 shrinkage=0.0204111 Tree=9688 num_leaves=3 num_cat=0 split_feature=146 15 split_gain=1.13156 1.0514 threshold=0.10064500000000003 -0.095804999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0035766187558980114 -0.022590221453679362 0.0032419652994707176 leaf_weight=12.927476770277279 0.72502174042165179 33.899403728001971 leaf_count=487 7 1954 internal_value=0 0.00135552 internal_weight=0 46.8269 internal_count=2448 2441 is_linear=0 shrinkage=0.0204111 Tree=9689 num_leaves=3 num_cat=0 split_feature=1374 15 split_gain=1.20318 1.09648 threshold=-0.094929999999999987 0.18141000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031232215040883341 3.5641505359921982e-06 0.00031185008818468088 leaf_weight=1.7467713328151138 46.694488810216058 1.8122352877253423 leaf_count=45 2406 33 internal_value=0 1.57735e-05 internal_weight=0 48.5067 internal_count=2484 2439 is_linear=0 shrinkage=0.000400217 Tree=9690 num_leaves=3 num_cat=0 split_feature=1375 156 split_gain=1.53532 1.27164 threshold=-0.43429999999999996 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052047327214284627 3.4938302597462526e-06 -0.00049531034674054621 leaf_weight=0.83433866001996548 45.447566794835211 0.72167392047822332 leaf_count=13 2334 72 internal_value=0 -5.48244e-06 internal_weight=0 46.1692 internal_count=2419 2406 is_linear=0 shrinkage=0.000400217 Tree=9691 num_leaves=4 num_cat=0 split_feature=43 43 49 split_gain=0.983992 1.33502 1.04624 threshold=-0.074459999999999985 -0.07581499999999998 -0.088729999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016207645802879581 -0.013367502499704802 0.024163417619734853 -0.0015879388086072106 leaf_weight=15.66394291634481 3.4151045378166591 1.0667099037345895 29.165948472827722 leaf_count=976 60 17 1461 internal_value=0 0.00320912 -0.00286421 internal_weight=0 16.7307 32.5811 internal_count=2514 993 1521 is_linear=0 shrinkage=0.0204111 Tree=9692 num_leaves=4 num_cat=0 split_feature=43 12 52 split_gain=1.65158 1.18265 0.436657 threshold=0.075600000000000014 0.040165000000000006 -0.031859999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9840585778872299e-05 -9.77820953098569e-06 -9.6861220314284211e-05 0.00024617166117888177 leaf_weight=24.640978987669769 1.3153615345595424 17.059413947360326 5.3720554656713366 leaf_count=604 58 1608 215 internal_value=0 -1.6193e-05 0.000196496 internal_weight=0 41.7004 6.68742 internal_count=2485 2212 273 is_linear=0 shrinkage=0.000400217 Tree=9693 num_leaves=4 num_cat=0 split_feature=156 1446 0 split_gain=1.096 1.01917 0.546965 threshold=0.091255000000000017 0.083530000000000007 -0.13409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7914124033713724e-05 -0.00050909781560279084 -0.0003809547208582402 -0.00010484973271283375 leaf_weight=44.303372908304709 0.77397558244490516 0.88672918100678444 1.5598609855801431 leaf_count=2048 23 201 188 internal_value=0 1.89695e-05 -0.00025608 internal_weight=0 45.1901 2.33384 internal_count=2460 2249 211 is_linear=0 shrinkage=0.000400217 Tree=9694 num_leaves=3 num_cat=0 split_feature=0 480 split_gain=1.27803 0.853579 threshold=0.18562500000000001 0.08598500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020349796266165001 -0.014026891928342196 -0.015200975949586856 leaf_weight=45.881963942836137 2.1777009054785585 1.1180508079905838 leaf_count=2245 27 174 internal_value=0 0.00158981 internal_weight=0 47 internal_count=2446 2419 is_linear=0 shrinkage=0.0204111 Tree=9695 num_leaves=4 num_cat=0 split_feature=43 15 1375 split_gain=0.972965 1.4236 1.23086 threshold=0.095890000000000017 -0.041049999999999996 -0.43429999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028225099296398517 -0.010909214201960926 0.016717926689417451 -0.0010629079908688172 leaf_weight=0.59491440317105926 0.98372745835581588 2.7100873504991787 42.658668456058535 leaf_count=6 132 110 2215 internal_value=0 0.00925585 -0.00150841 internal_weight=0 3.69381 43.2536 internal_count=2463 242 2221 is_linear=0 shrinkage=0.0204111 Tree=9696 num_leaves=4 num_cat=0 split_feature=43 131 15 split_gain=1.20443 0.790696 0.00704013 threshold=0.2506000000000001 0.089325000000000015 -0.11251499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093600506338437875 -0.0091194299913092865 -0.0092396594795052835 -0.023533412182502125 leaf_weight=43.567392743349728 0.22149314919079188 3.3193840626990996 0.75367621604050228 leaf_count=1994 31 332 115 internal_value=0 0.000195315 -0.021536 internal_weight=0 46.8868 0.975169 internal_count=2472 2326 146 is_linear=0 shrinkage=0.0204111 Tree=9697 num_leaves=4 num_cat=0 split_feature=47 1 51 split_gain=0.977128 1.93087 1.62273 threshold=0.090280000000000013 0.10044000000000002 -0.39981499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3480293205907957e-05 0.00024098354655083436 0.0001648515566220503 -0.00018856577095947532 leaf_weight=27.024134929724937 1.6358550099830607 12.745571235171608 7.3385167707310739 leaf_count=1759 32 479 245 internal_value=0 3.71705e-05 -0.000108262 internal_weight=0 39.7697 8.97437 internal_count=2515 2238 277 is_linear=0 shrinkage=0.000400217 Tree=9698 num_leaves=3 num_cat=0 split_feature=146 1 split_gain=0.995635 0.986908 threshold=0.10064500000000003 0.090515000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.0218851871648897e-05 -0.00042345816587785468 5.5665484480980314e-05 leaf_weight=21.225391313894875 0.77835358865559001 26.144139794134617 leaf_count=1602 7 885 internal_value=0 3.72035e-06 internal_weight=0 47.3695 internal_count=2494 2487 is_linear=0 shrinkage=0.000400217 Tree=9699 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=1.18905 1.42971 0.988013 threshold=0.095890000000000017 0.084965000000000013 0.092340000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1642127048512697e-06 0.00030492104285545491 -0.00041078403701364831 -0.00012257615534158804 leaf_weight=41.774199779476362 3.4147113303624783 1.2825035817804735 1.078978052086313 leaf_count=2235 161 17 68 internal_value=0 -1.21399e-05 0.00020179 internal_weight=0 43.0567 4.49369 internal_count=2481 2252 229 is_linear=0 shrinkage=0.000400217 Tree=9700 num_leaves=4 num_cat=0 split_feature=133 123 43 split_gain=0.903658 0.988009 0.964587 threshold=0.10637000000000002 0.091810000000000017 0.12415000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081690048321264065 -0.021284634289903355 0.015288892374290755 0.013037779031342374 leaf_weight=45.989180903714441 1.2748224768238277 0.30792958562960837 2.7475207410617477 leaf_count=1959 331 18 190 internal_value=0 -0.0136291 0.00153416 internal_weight=0 1.58275 48.7367 internal_count=2498 349 2149 is_linear=0 shrinkage=0.0204111 Tree=9701 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=0.955353 1.05971 threshold=-0.52082499999999987 -0.23101999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038422318223316399 0.00023123113304511882 7.8237039004199203e-06 leaf_weight=0.82180913213642171 3.562533617947337 45.789498656321143 leaf_count=39 59 2386 internal_value=0 2.44375e-05 internal_weight=0 49.352 internal_count=2484 2445 is_linear=0 shrinkage=0.000400217 Tree=9702 num_leaves=4 num_cat=0 split_feature=2 0 1 split_gain=1.44626 1.54127 0.119808 threshold=0.14062000000000005 -0.10674499999999999 0.11771500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031108980303315784 0.0067594337882713566 -0.0043915709344116878 0.018418577730051067 leaf_weight=21.454099038617755 0.70317413802695172 24.11350745649122 1.6021202262777476 leaf_count=412 37 1906 92 internal_value=0 -0.000860298 0.0153401 internal_weight=0 45.5676 2.30529 internal_count=2447 2318 129 is_linear=0 shrinkage=0.0204111 Tree=9703 num_leaves=4 num_cat=0 split_feature=15 42 148 split_gain=0.830165 1.0971 1.05921 threshold=0.097210000000000019 0.12253000000000001 -0.084449999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018000068235679272 -0.019569440475322972 0.010996973758897874 0.00035405053726868143 leaf_weight=1.2380189421819512 1.8503370784424071 0.57035985587936 44.042726854104217 leaf_count=50 219 32 2123 internal_value=0 -0.0121997 -0.000190931 internal_weight=0 2.4207 45.2807 internal_count=2424 251 2173 is_linear=0 shrinkage=0.0204111 Tree=9704 num_leaves=4 num_cat=0 split_feature=0 52 0 split_gain=1.37526 2.60171 1.77719 threshold=0.11939500000000002 0.10433000000000002 0.050030000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005668210686131551 -0.02207468727027985 0.0076162785623580904 0.019687195938672561 leaf_weight=42.385152344380117 2.8447673027621923 2.0282138000329724 2.0153422435651001 leaf_count=2325 100 17 49 internal_value=0 -0.00982333 0.00148204 internal_weight=0 4.87298 44.4005 internal_count=2491 117 2374 is_linear=0 shrinkage=0.0204111 Tree=9705 num_leaves=3 num_cat=0 split_feature=156 457 split_gain=0.890092 0.888905 threshold=-1.0000000180025095e-35 -0.15747999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036737991070074147 0.00030655878963647113 1.3091144944975366e-05 leaf_weight=0.84004295243641891 1.6017384820552241 47.291902364208909 leaf_count=139 28 2318 internal_value=0 2.33835e-05 internal_weight=0 48.8936 internal_count=2485 2346 is_linear=0 shrinkage=0.000400217 Tree=9706 num_leaves=3 num_cat=0 split_feature=156 403 split_gain=0.882516 0.894214 threshold=-1.0000000180025095e-35 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036122671612550918 -0.00026765915057688441 5.0255901520088344e-05 leaf_weight=0.77700319284838215 1.3490615099794911 49.23031278161443 leaf_count=137 335 2022 internal_value=0 4.12039e-05 internal_weight=0 50.5794 internal_count=2494 2357 is_linear=0 shrinkage=0.000400217 Tree=9707 num_leaves=3 num_cat=0 split_feature=31 39 split_gain=0.820989 0.800779 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038600491728266612 -1.730086729621762e-06 0.0003791534294047107 leaf_weight=0.81190220609232611 48.574592793252236 0.78854585449880588 leaf_count=70 2389 18 internal_value=0 5.19859e-06 internal_weight=0 49.3631 internal_count=2477 2407 is_linear=0 shrinkage=0.000400217 Tree=9708 num_leaves=4 num_cat=0 split_feature=2 0 14 split_gain=1.27675 1.39616 1.09879 threshold=0.10892 0.15425000000000003 -0.23083499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042707252761371587 -0.0090332941290720836 -0.015732884322212339 0.009078538624584279 leaf_weight=31.721230136554027 1.5019723550303741 2.2831987990648477 11.136377548033577 leaf_count=1930 64 36 425 internal_value=0 -0.000706047 0.00686566 internal_weight=0 34.0044 12.6383 internal_count=2455 1966 489 is_linear=0 shrinkage=0.0204111 Tree=9709 num_leaves=4 num_cat=0 split_feature=475 402 52 split_gain=0.915952 1.44552 0.674316 threshold=-0.08459499999999999 -1.0000000180025095e-35 -0.089014999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4210456465500434e-05 -0.00038829965909799308 3.3253743431708272e-05 -0.00041061435157924001 leaf_weight=0.8676002623992648 1.2290503640115265 46.087396784332896 1.2898246029167229 leaf_count=83 293 2011 100 internal_value=0 2.1413e-05 -0.000238868 internal_weight=0 47.3164 2.15742 internal_count=2487 2304 183 is_linear=0 shrinkage=0.000400217 Tree=9710 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=1.00383 2.5838 1.15732 threshold=0.094405000000000003 -0.026489999999999996 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025220728694313787 0.0058198896764067309 -0.010819292013324844 -0.0035092970632321896 leaf_weight=13.901545916648617 15.860287419063754 10.547770099192233 8.3898408201571311 leaf_count=954 543 746 209 internal_value=0 -0.00325666 0.00259097 internal_weight=0 24.4493 24.2501 internal_count=2452 1700 752 is_linear=0 shrinkage=0.0204111 Tree=9711 num_leaves=4 num_cat=0 split_feature=159 2 15 split_gain=0.93139 1.93498 1.15666 threshold=0.091305000000000011 0.113445 -0.11689999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047793892403419714 -0.016056105443223556 0.017019336192594992 0.0038374499505270626 leaf_weight=7.6920523975663846 2.8693557765640203 0.87821143123392165 38.740196354215527 leaf_count=294 204 88 1864 internal_value=0 -0.00803627 0.0024019 internal_weight=0 3.74757 46.4322 internal_count=2450 292 2158 is_linear=0 shrinkage=0.0204111 Tree=9712 num_leaves=3 num_cat=0 split_feature=156 15 split_gain=0.860289 1.11835 threshold=-1.0000000180025095e-35 -0.46714499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036959712924395461 0.00036244891455897469 -2.7276462622504255e-06 leaf_weight=0.87467379797783351 1.2720081272809682 45.620480229891541 leaf_count=138 98 2241 internal_value=0 8.01793e-06 internal_weight=0 46.8925 internal_count=2477 2339 is_linear=0 shrinkage=0.000400217 Tree=9713 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=1.09441 1.42481 threshold=-0.094929999999999987 -0.23025999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016482882824982593 0.0095958528595696067 -0.0015205633923206889 leaf_weight=1.674794691702117 5.340577215763914 40.246355178350655 leaf_count=43 76 2336 internal_value=0 -0.000197938 internal_weight=0 45.5869 internal_count=2455 2412 is_linear=0 shrinkage=0.0204111 Tree=9714 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=1.14759 1.12797 threshold=-0.52412999999999987 -0.26545999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018178465329563874 -0.0081345646298359355 0.0012799930046588474 leaf_weight=1.389863831194815 5.9867858618490564 40.465819657994189 leaf_count=21 184 2271 internal_value=0 5.00075e-05 internal_weight=0 46.4526 internal_count=2476 2455 is_linear=0 shrinkage=0.0204111 Tree=9715 num_leaves=3 num_cat=0 split_feature=148 147 split_gain=1.02091 1.01976 threshold=0.10530000000000002 0.089365000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3420116254270813e-05 -0.00040340822843874916 0.00028483505501635968 leaf_weight=47.44840311991311 0.79056881352880637 2.2148985837193313 leaf_count=2382 14 78 internal_value=0 2.61383e-05 internal_weight=0 49.6633 internal_count=2474 2460 is_linear=0 shrinkage=0.000400217 Tree=9716 num_leaves=3 num_cat=0 split_feature=146 158 split_gain=1.18314 1.02668 threshold=0.086030000000000009 0.090905000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2703872019360157e-05 -0.0004306118036983086 -0.00025529404951644768 leaf_weight=44.882722204435481 0.79685618390794744 1.8206261945158519 leaf_count=2272 15 206 internal_value=0 3.05043e-05 internal_weight=0 46.7033 internal_count=2493 2478 is_linear=0 shrinkage=0.000400217 Tree=9717 num_leaves=4 num_cat=0 split_feature=483 33 15 split_gain=0.924497 0.869219 0.740642 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.47006499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034739530626489069 0.0002922699316304798 3.8627070527094657e-05 -0.00031617312825932791 leaf_weight=0.84240130614489217 0.28895462068612721 46.046215652576848 1.9373601387549104 leaf_count=26 37 2119 272 internal_value=0 3.08807e-05 -0.000226989 internal_weight=0 46.8886 2.22631 internal_count=2454 2145 309 is_linear=0 shrinkage=0.000400217 Tree=9718 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=1.1417 1.19679 0.87001 threshold=0.12113000000000002 0.062320000000000007 0.0060650000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044191074902041492 -0.021179020119834066 0.016243885763027103 -0.0027843501055586023 leaf_weight=42.959417664957527 1.565421822007919 1.9825491801166197 3.0785629305100883 leaf_count=2297 25 37 90 internal_value=0 0.00117763 -0.00933757 internal_weight=0 44.942 4.64398 internal_count=2449 2334 115 is_linear=0 shrinkage=0.0204111 Tree=9719 num_leaves=4 num_cat=0 split_feature=402 42 51 split_gain=1.0334 0.811018 0.305492 threshold=-1.0000000180025095e-35 -0.40186499999999997 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.1275946031522555e-05 -0.00040509166349978994 1.7698857027776806e-05 -0.0003949621888070169 leaf_weight=0.25232489968402649 0.62588703759729369 48.440197679735775 1.2135259489268708 leaf_count=18 7 2166 278 internal_value=0 1.13957e-05 -0.000317652 internal_weight=0 49.0661 1.46585 internal_count=2469 2173 296 is_linear=0 shrinkage=0.000400217 Tree=9720 num_leaves=4 num_cat=0 split_feature=43 484 42 split_gain=1.62065 1.40863 1.2776 threshold=-0.069909999999999986 0.08654000000000002 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024668256730672592 -8.4356652385242511e-05 0.00021499990061910496 0.00012511117914573957 leaf_weight=1.5198825358709225 27.949510343464912 2.6589409191307132 16.682740359768104 leaf_count=100 1331 108 925 internal_value=0 -5.76629e-05 9.27488e-05 internal_weight=0 30.6085 18.2026 internal_count=2464 1439 1025 is_linear=0 shrinkage=0.000400217 Tree=9721 num_leaves=3 num_cat=0 split_feature=39 13 split_gain=1.34627 1.22132 threshold=0.11593500000000001 -0.084024999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.6479513846015484e-05 0.00034968745113486791 -5.447778944397738e-05 leaf_weight=13.837674132579194 1.5856911175724224 33.36557975420078 leaf_count=717 46 1710 internal_value=0 -1.30492e-05 internal_weight=0 47.2033 internal_count=2473 2427 is_linear=0 shrinkage=0.000400217 Tree=9722 num_leaves=4 num_cat=0 split_feature=13 13 3 split_gain=1.65594 2.5248 0.987145 threshold=-0.09194999999999999 -0.017214999999999998 -0.14310999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014059763790522618 -0.00029735680999379592 -1.1058278288717948e-05 0.00017006058419827283 leaf_weight=1.8922722035895265 5.8034498203805915 29.7901076384818 9.354931668666266 leaf_count=60 1019 1085 298 internal_value=0 -5.85247e-05 0.000116924 internal_weight=0 35.5936 11.2472 internal_count=2462 2104 358 is_linear=0 shrinkage=0.000400217 Tree=9723 num_leaves=4 num_cat=0 split_feature=133 47 51 split_gain=1.05941 1.19128 0.796693 threshold=0.095160000000000008 0.13148500000000005 0.080335000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5806805842323145e-05 -0.00034735913587619663 -0.00028258690362843757 0.00024627972922760746 leaf_weight=42.66843952225986 2.0747734251808647 1.9932214866857965 0.35061176263525329 leaf_count=1995 357 37 45 internal_value=0 1.13711e-05 -0.000254462 internal_weight=0 44.6617 2.42539 internal_count=2434 2032 402 is_linear=0 shrinkage=0.000400217 Tree=9724 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=0.8822 0.960505 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037829695411685087 -2.6528580349480836e-06 -0.00037965170236447805 leaf_weight=0.83621271140873332 45.279323008670758 0.99704866470517473 leaf_count=8 2365 80 internal_value=0 -1.16723e-05 internal_weight=0 46.2764 internal_count=2453 2445 is_linear=0 shrinkage=0.000400217 Tree=9725 num_leaves=3 num_cat=0 split_feature=457 131 split_gain=1.02158 0.936559 threshold=-0.23069499999999998 0.10340500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016753647217748618 -0.0021362024697283511 0.011978174279681604 leaf_weight=1.1998706985505112 44.143922914304426 1.9387279356296847 leaf_count=22 2292 159 internal_value=0 -0.00151481 internal_weight=0 46.0827 internal_count=2473 2451 is_linear=0 shrinkage=0.0204111 Tree=9726 num_leaves=4 num_cat=0 split_feature=457 484 49 split_gain=1.35254 0.963698 0.580939 threshold=-0.0046349999999999994 -0.0068949999999999992 -0.0058449999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017039297820474513 -0.012264929568687237 0.0016744462467152188 0.0020909685997198483 leaf_weight=2.4943179262490962 2.0603023440480674 42.47501606189519 0.85586274025626963 leaf_count=149 310 1957 44 internal_value=0 0.00100044 -0.0122426 internal_weight=0 44.5353 3.35018 internal_count=2460 2267 193 is_linear=0 shrinkage=0.0204111 Tree=9727 num_leaves=3 num_cat=0 split_feature=43 1213 split_gain=1.35548 1.02733 threshold=0.2506000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002465961223068551 -0.00043909310132676284 3.9716075656409838e-05 leaf_weight=1.9858403366783921 0.90582007792806862 46.998548705427083 leaf_count=375 152 1953 internal_value=0 2.7573e-05 internal_weight=0 48.9844 internal_count=2480 2328 is_linear=0 shrinkage=0.000400217 Tree=9728 num_leaves=4 num_cat=0 split_feature=457 484 150 split_gain=0.943314 1.55608 1.0324 threshold=0.092360000000000012 -0.0068949999999999992 0.11235000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028255331196113694 -1.2618412219135823e-05 3.386519919946339e-05 0.00040123638853203599 leaf_weight=2.5302788021272127 1.7047091887793606 43.01373675082084 2.0946944266070204 leaf_count=392 64 1983 38 internal_value=0 1.56362e-05 0.000220503 internal_weight=0 45.544 3.7994 internal_count=2477 2375 102 is_linear=0 shrinkage=0.000400217 Tree=9729 num_leaves=4 num_cat=0 split_feature=1 1374 48 split_gain=1.08155 1.26042 1.12004 threshold=0.099515000000000006 -0.094929999999999987 -0.086624999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023311512601361616 -0.0137084356143515 -0.0012079957116501669 0.0053959044381364446 leaf_weight=1.0122951836747258 1.2649641824573361 24.879379477588827 18.845835788594741 leaf_count=34 28 1778 612 internal_value=0 -0.00216884 0.004125 internal_weight=0 25.8917 20.1108 internal_count=2452 1812 640 is_linear=0 shrinkage=0.0204111 Tree=9730 num_leaves=3 num_cat=0 split_feature=1375 1132 split_gain=1.54245 0.943559 threshold=-0.43429999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026594252680782162 -0.019185660963679199 0.0014200832806238416 leaf_weight=0.74821993446812385 0.83370513361296517 44.580627387054506 leaf_count=12 18 2422 internal_value=0 0.000995553 internal_weight=0 45.4143 internal_count=2452 2440 is_linear=0 shrinkage=0.0204111 Tree=9731 num_leaves=3 num_cat=0 split_feature=148 133 split_gain=0.939378 0.965116 threshold=0.10530000000000002 -0.26719999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020469166267491058 -0.018913348634905319 0.0016751915253213913 leaf_weight=0.72283722721681343 0.86617166488576813 47.193329258446511 leaf_count=149 18 2314 internal_value=0 0.00129419 internal_weight=0 47.9162 internal_count=2481 2463 is_linear=0 shrinkage=0.0204111 Tree=9732 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=1.39466 2.10194 1.29199 threshold=0.092135000000000009 -0.23058999999999999 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014597035851933554 0.000235706350239566 -0.0064583207170498388 0.011245866394073659 leaf_weight=2.0948636807315806 19.137903854563096 19.147390223292973 5.6716466417486791 leaf_count=29 841 1419 158 internal_value=0 -0.00431624 0.00279193 internal_weight=0 21.2423 24.8096 internal_count=2447 1448 999 is_linear=0 shrinkage=0.0204111 Tree=9733 num_leaves=3 num_cat=0 split_feature=1444 48 split_gain=0.871021 0.94735 threshold=-0.083894999999999983 -0.032929999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017461255926024599 0.0081863245766781983 -0.0019085959255837075 leaf_weight=0.99018539353710266 4.1866008798569956 39.092246141258784 leaf_count=29 146 2294 internal_value=0 -0.000913454 internal_weight=0 43.2788 internal_count=2469 2440 is_linear=0 shrinkage=0.0204111 Tree=9734 num_leaves=3 num_cat=0 split_feature=1132 43 split_gain=1.17732 1.04875 threshold=-1.0000000180025095e-35 -0.26987499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044232036515021693 0.00021945279828700388 1.6607635896340252e-05 leaf_weight=0.72850258791004208 4.3933293175800818 43.795318260347244 leaf_count=13 109 2333 internal_value=0 3.55668e-05 internal_weight=0 48.1886 internal_count=2455 2442 is_linear=0 shrinkage=0.000400217 Tree=9735 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=0.829328 0.986996 threshold=-0.036024999999999995 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038389089087685152 5.2114030836913707e-05 -6.4427496097159485e-05 leaf_weight=0.76334607052285619 21.980080220170066 24.493363777193395 leaf_count=74 429 1964 internal_value=0 -9.31524e-06 internal_weight=0 46.4734 internal_count=2467 2393 is_linear=0 shrinkage=0.000400217 Tree=9736 num_leaves=4 num_cat=0 split_feature=376 48 51 split_gain=1.06144 1.09057 0.758229 threshold=0.048375000000000008 -0.22597999999999999 -0.087539999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018221189163655522 -0.0026950982422434379 -0.0020698839597238367 0.018297122622326495 leaf_weight=1.0212712034335698 1.0772985721123407 42.926985015403488 1.887229828558701 leaf_count=16 27 2328 107 internal_value=0 -0.00155325 0.0108482 internal_weight=0 43.9483 2.96453 internal_count=2478 2344 134 is_linear=0 shrinkage=0.0204111 Tree=9737 num_leaves=4 num_cat=0 split_feature=1213 49 51 split_gain=1.24655 0.948577 0.243287 threshold=-1.0000000180025095e-35 0.11115500000000002 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019656091633135529 0.00014941295542745639 0.010404690595991023 -0.020182641856909683 leaf_weight=0.21984787887777191 43.992029665303903 3.9969228520106972 1.3069511881470806 leaf_count=11 1871 182 381 internal_value=0 0.00102579 -0.0170771 internal_weight=0 47.989 1.5268 internal_count=2445 2053 392 is_linear=0 shrinkage=0.0204111 Tree=9738 num_leaves=4 num_cat=0 split_feature=402 3 4 split_gain=0.922549 0.909091 0.421738 threshold=0.086185000000000012 0.097665000000000016 0.27342000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5534908755388568e-05 -0.00037965695395065011 -7.2710410039397876e-05 0.00017884099064311912 leaf_weight=36.266727113206343 1.1916279179872606 11.59636856574434 0.19068342033278884 leaf_count=1985 253 239 29 internal_value=0 2.43662e-05 -0.000294987 internal_weight=0 47.8631 1.38231 internal_count=2506 2224 282 is_linear=0 shrinkage=0.000400217 Tree=9739 num_leaves=3 num_cat=0 split_feature=156 151 split_gain=0.850591 0.778545 threshold=-1.0000000180025095e-35 -0.51118499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018669361308705657 -0.017214028821921034 0.0014047448295574053 leaf_weight=0.81729420168266997 0.84261942498392173 47.966971295277858 leaf_count=127 38 2326 internal_value=0 0.00104466 internal_weight=0 48.8096 internal_count=2491 2364 is_linear=0 shrinkage=0.0204111 Tree=9740 num_leaves=4 num_cat=0 split_feature=43 150 15 split_gain=1.19964 1.41375 0.655595 threshold=0.095890000000000017 0.081245000000000026 0.095155000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7959175631287185e-05 4.3470610273212223e-05 6.4635129516404051e-05 0.00035387527940460532 leaf_weight=31.622535592463805 3.0333296390705291 11.643429821979224 1.6225730753253627 leaf_count=1879 221 340 29 internal_value=0 -5.41491e-05 0.000157416 internal_weight=0 43.266 4.6559 internal_count=2469 2219 250 is_linear=0 shrinkage=0.000400217 Tree=9741 num_leaves=3 num_cat=0 split_feature=128 156 split_gain=1.04294 0.981437 threshold=0.089290000000000022 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036773048330451997 -0.00036662339467524756 3.9068655215701295e-05 leaf_weight=0.85754718771795424 0.96691511298922606 48.595729616863991 leaf_count=128 142 2186 internal_value=0 3.11998e-05 internal_weight=0 49.4533 internal_count=2456 2314 is_linear=0 shrinkage=0.000400217 Tree=9742 num_leaves=4 num_cat=0 split_feature=1 49 42 split_gain=1.24732 1.88411 0.991497 threshold=0.10423500000000001 -0.083949999999999983 0.097265000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030070600225218095 4.5198736497770556e-05 -7.7118499120822454e-06 0.00030300727111543267 leaf_weight=3.9327788259543039 14.828735590310773 26.913614795941271 2.7503597004506437 leaf_count=107 457 1822 98 internal_value=0 -4.60198e-05 8.7197e-05 internal_weight=0 30.8464 17.5791 internal_count=2484 1929 555 is_linear=0 shrinkage=0.000400217 Tree=9743 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=1.45077 1.02854 threshold=0.076175000000000007 -0.064549999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011903460966335754 -0.0210067653280319 0.00040548160034300558 leaf_weight=3.382158879954658 1.1414040342118585 44.91967908824904 leaf_count=119 73 2290 internal_value=0 0.00123625 internal_weight=0 48.3018 internal_count=2482 2409 is_linear=0 shrinkage=0.0204111 Tree=9744 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=1.44508 2.90711 1.17914 threshold=1.0000000180025095e-35 -0.059114999999999994 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020445779595078529 0.0014505770262001781 -0.00019721499943879561 -0.011103853099723048 leaf_weight=4.6975333334277121 29.790763566106875 7.6623646324042056 3.3674709570477708 leaf_count=1117 841 128 316 internal_value=0 -0.0080074 0.000142501 internal_weight=0 12.3599 33.1582 internal_count=2402 1245 1157 is_linear=0 shrinkage=0.0204111 Tree=9745 num_leaves=4 num_cat=0 split_feature=14 1348 3 split_gain=1.18432 0.837646 0.00713394 threshold=0.076175000000000007 0.089175000000000018 -0.013714999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012471294895904627 -0.024719498802812628 0.018931905817571655 -0.012753183369476121 leaf_weight=47.191906408789805 0.50609595301921217 0.89574572927449381 0.53853185933803505 leaf_count=2377 55 33 25 internal_value=0 0.000518206 -0.0203824 internal_weight=0 48.0877 1.04463 internal_count=2490 2410 80 is_linear=0 shrinkage=0.0204111 Tree=9746 num_leaves=3 num_cat=0 split_feature=48 51 split_gain=0.979098 1.14811 threshold=0.12879500000000002 0.13095500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9742294356990698e-05 -0.00024161894090537328 -0.00035824782929224351 leaf_weight=45.89236762888163 2.5201360963009156 1.2122522846218533 leaf_count=2322 73 86 internal_value=0 9.18813e-06 internal_weight=0 47.1046 internal_count=2481 2408 is_linear=0 shrinkage=0.000400217 Tree=9747 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=1.1393 1.03334 threshold=-1.0000000180025095e-35 -0.40306999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038276688190456504 -0.00032507509036520965 1.8642925546046721e-05 leaf_weight=1.1141969200419897 1.3337158224157963 45.253562164455616 leaf_count=233 226 2006 internal_value=0 8.04703e-06 internal_weight=0 46.5873 internal_count=2465 2232 is_linear=0 shrinkage=0.000400217 Tree=9748 num_leaves=4 num_cat=0 split_feature=3 3 484 split_gain=0.950433 1.96346 1.15598 threshold=-0.084024999999999975 -0.084074999999999997 0.08654000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5352792092744871e-05 -5.667713523581861e-05 0.00067476693826981962 0.00022791125312799675 leaf_weight=16.660658974657739 26.18614776141067 0.75223126865966961 2.3935648189303711 leaf_count=887 1436 3 149 internal_value=0 8.62515e-05 -3.20463e-05 internal_weight=0 17.4129 28.5797 internal_count=2475 890 1585 is_linear=0 shrinkage=0.000400217 Tree=9749 num_leaves=3 num_cat=0 split_feature=1444 31 split_gain=0.94451 0.954409 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037470164577710672 0.00038621671902223779 -1.8836083337437673e-05 leaf_weight=0.92777706019114603 0.83865507805694406 47.045806261422058 leaf_count=23 74 2376 internal_value=0 -1.08575e-05 internal_weight=0 47.8845 internal_count=2473 2450 is_linear=0 shrinkage=0.000400217 Tree=9750 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=0.984256 1.29338 0.852203 threshold=0.27626000000000001 -0.22665999999999997 0.41377500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01820081738812097 0.017946485687811934 -0.0023363879694188947 0.0020159050333921273 leaf_weight=1.2093575997278083 1.8820491973965534 39.134355556955143 4.8039064370173037 leaf_count=11 56 2207 215 internal_value=0 -0.00167209 0.00672198 internal_weight=0 40.3437 6.68596 internal_count=2489 2218 271 is_linear=0 shrinkage=0.0204111 Tree=9751 num_leaves=3 num_cat=0 split_feature=10 39 split_gain=1.06806 0.893245 threshold=0.058500000000000003 0.16946000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.8913468500307375e-05 0.00031878921397044448 0.00037965619322035456 leaf_weight=46.632239753542422 1.4132284244733444 0.76145995716069492 leaf_count=2377 57 16 internal_value=0 -2.14698e-05 internal_weight=0 47.3937 internal_count=2450 2393 is_linear=0 shrinkage=0.000400217 Tree=9752 num_leaves=3 num_cat=0 split_feature=155 48 split_gain=0.989158 0.947707 threshold=0.090695000000000012 -0.064549999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011991068252627159 -0.018850853014283679 0.001024127460465157 leaf_weight=3.4330076700261989 0.87167781763582652 44.838971306631947 leaf_count=126 148 2199 internal_value=0 0.00183002 internal_weight=0 48.272 internal_count=2473 2325 is_linear=0 shrinkage=0.0204111 Tree=9753 num_leaves=4 num_cat=0 split_feature=43 376 43 split_gain=1.24435 1.09631 0.68778 threshold=-0.18545499999999995 0.088470000000000007 -0.33811499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031432864550743726 -0.0017345402967723575 0.01730301303760871 0.017497782557845808 leaf_weight=3.6140076023002621 40.949026302420748 1.1885848201463876 2.2143181140272636 leaf_count=104 2284 47 52 internal_value=0 -0.00115311 0.00882392 internal_weight=0 42.1376 5.82833 internal_count=2487 2331 156 is_linear=0 shrinkage=0.0204111 Tree=9754 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=1.12936 2.66711 2.26724 threshold=-0.10674499999999999 -0.075969999999999996 0.11218000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0070947134829594067 -0.013869993016132388 0.00072627319822796783 -0.0075771112345081933 leaf_weight=16.072800245288366 6.9523895233337525 19.888375396976244 5.9176496355298687 leaf_count=292 1239 812 135 internal_value=0 -0.00309642 0.00312813 internal_weight=0 26.8408 21.9904 internal_count=2478 2051 427 is_linear=0 shrinkage=0.0204111 Tree=9755 num_leaves=3 num_cat=0 split_feature=448 42 split_gain=1.15367 0.896578 threshold=-0.083859999999999976 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019378463042819427 -0.02060047601439443 0.0024503716582910387 leaf_weight=0.95353663845889869 0.60278079472482105 46.343273144110526 leaf_count=39 7 2439 internal_value=0 0.00210609 internal_weight=0 46.9461 internal_count=2485 2446 is_linear=0 shrinkage=0.0204111 Tree=9756 num_leaves=3 num_cat=0 split_feature=1374 42 split_gain=0.839992 0.766683 threshold=0.093235000000000012 -0.40186499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020123182868197434 -0.015678907450307086 0.0025152137078558183 leaf_weight=0.52112083909014373 1.0101199184209679 44.879200812481372 leaf_count=7 38 2431 internal_value=0 0.0022065 internal_weight=0 45.4003 internal_count=2476 2438 is_linear=0 shrinkage=0.0204111 Tree=9757 num_leaves=3 num_cat=0 split_feature=31 130 split_gain=0.941531 0.974253 threshold=-1.0000000180025095e-35 -0.085699999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019667290200034247 -0.020825105649484078 -0.00080575483338350727 leaf_weight=0.80138716620649475 0.92493833693151728 44.209000230622792 leaf_count=70 65 2319 internal_value=0 -0.00126653 internal_weight=0 45.1339 internal_count=2454 2384 is_linear=0 shrinkage=0.0204111 Tree=9758 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=1.13616 2.04671 1.25971 threshold=-0.084024999999999975 -0.084169999999999981 0.080640000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9018948861865129e-05 -7.1056157018231322e-05 0.00054929592548907307 0.00019639671402700516 leaf_weight=13.361184104416678 29.941701448695767 1.2808163029076229 3.0050016270324695 leaf_count=728 1552 14 188 internal_value=0 8.74855e-05 -4.60798e-05 internal_weight=0 14.642 32.9467 internal_count=2482 742 1740 is_linear=0 shrinkage=0.000400217 Tree=9759 num_leaves=4 num_cat=0 split_feature=376 15 51 split_gain=0.884246 1.06358 0.468067 threshold=1.0000000180025095e-35 -0.095804999999999987 -0.086894999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0060768118375007793 -0.00082240773393393082 0.00088752517762478382 0.015814431453612703 leaf_weight=12.497743014772366 1.0508248656824437 33.080746402885893 1.9621642236916148 leaf_count=445 28 1928 110 internal_value=0 -0.00103233 0.0101905 internal_weight=0 45.5785 3.01299 internal_count=2511 2373 138 is_linear=0 shrinkage=0.0204111 Tree=9760 num_leaves=4 num_cat=0 split_feature=0 52 0 split_gain=1.20842 1.14652 1.11531 threshold=0.12113000000000002 0.10068500000000001 -0.0029549999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012529747082272386 -0.017356974859673264 0.0038286715558638971 0.011131056676629607 leaf_weight=37.843577662374969 2.4985075700533335 1.7388895588883313 5.3424357225849226 leaf_count=2167 95 18 153 internal_value=0 -0.00878832 0.00250059 internal_weight=0 4.2374 43.186 internal_count=2433 113 2320 is_linear=0 shrinkage=0.0204111 Tree=9761 num_leaves=4 num_cat=0 split_feature=1 0 457 split_gain=1.48676 3.21681 1.79666 threshold=0.077765000000000015 -0.084074999999999997 0.069910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036324429611739886 2.9823082615750611e-05 4.3698820846800884e-05 0.00027647998331670334 leaf_weight=4.3797205315097463 28.149720470972852 10.060067845965703 5.5824463742028447 leaf_count=639 1039 657 126 internal_value=0 -8.1576e-05 7.14228e-05 internal_weight=0 14.4398 33.7322 internal_count=2461 1296 1165 is_linear=0 shrinkage=0.000400217 Tree=9762 num_leaves=3 num_cat=0 split_feature=34 151 split_gain=0.820591 0.845293 threshold=-0.086809999999999984 -0.27336999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016891886551676987 -0.014490344012902468 0.0022159731352893596 leaf_weight=0.89141262263001309 1.1863466760358949 46.337488923076421 leaf_count=37 60 2368 internal_value=0 0.00176585 internal_weight=0 47.5238 internal_count=2465 2428 is_linear=0 shrinkage=0.0204111 Tree=9763 num_leaves=4 num_cat=0 split_feature=376 43 133 split_gain=1.2966 1.05725 0.171975 threshold=0.048375000000000008 -0.16648499999999997 0.084675000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014509641292596832 0.00012091744279341632 -3.5930831274074725e-05 0.00035076299050443299 leaf_weight=5.8704414905937474 0.98303543131987625 37.84886570279923 1.635048367924355 leaf_count=163 33 2144 97 internal_value=0 -1.13147e-05 0.00027296 internal_weight=0 43.7193 2.61808 internal_count=2437 2307 130 is_linear=0 shrinkage=0.000400217 Tree=9764 num_leaves=3 num_cat=0 split_feature=43 15 split_gain=1.26857 0.884881 threshold=0.2506000000000001 -0.25061999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.010085121092764254 -0.021370259129340766 0.00019956622088429266 leaf_weight=4.035397342082887 0.95994685875962105 41.778376555239447 leaf_count=181 151 2126 internal_value=0 0.00109278 internal_weight=0 45.8138 internal_count=2458 2307 is_linear=0 shrinkage=0.0204111 Tree=9765 num_leaves=4 num_cat=0 split_feature=1429 401 157 split_gain=0.922994 0.817759 0.033472 threshold=-1.0000000180025095e-35 0.083100000000000021 -0.082009999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015011779710007837 2.5752156540755737e-05 -0.00030253798440182147 -0.0004898069563557566 leaf_weight=0.194824822179271 45.656354543783891 1.1368548347440981 0.46051968188021319 leaf_count=44 2118 228 77 internal_value=0 1.70731e-05 -0.000425464 internal_weight=0 46.7932 0.655345 internal_count=2467 2346 121 is_linear=0 shrinkage=0.000400217 Tree=9766 num_leaves=4 num_cat=0 split_feature=0 3 47 split_gain=0.979648 2.65458 2.32501 threshold=-0.061889999999999994 0.076825000000000018 0.090280000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014760443031419672 0.009357812907651716 -0.011248065551248429 -0.013349938381255517 leaf_weight=25.228006804732562 12.560840637385352 3.1774820023456405 5.2232578640350757 leaf_count=1818 359 97 213 internal_value=0 0.00514753 -0.00110662 internal_weight=0 15.7383 30.4513 internal_count=2487 456 2031 is_linear=0 shrinkage=0.0204111 Tree=9767 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=1.2977 1.19061 0.826372 threshold=0.14121000000000003 -0.097754999999999995 -0.11749 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026838193547409103 -0.002874432580722485 -0.0045028041568947585 0.014445690193471585 leaf_weight=15.172867777642066 1.6389169818671687 25.78182950586438 3.4785308593109212 leaf_count=363 71 1940 82 internal_value=0 -0.00184025 0.00895596 internal_weight=0 40.9547 5.11745 internal_count=2456 2303 153 is_linear=0 shrinkage=0.0204111 Tree=9768 num_leaves=4 num_cat=0 split_feature=3 1373 40 split_gain=1.22675 0.931635 0.419272 threshold=0.18307500000000002 0.099250000000000019 -0.049804999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1628179499163986e-05 3.4772153973882566e-05 -0.00040334104764295597 0.00037473416456468745 leaf_weight=46.866351925668255 0.85426691605243865 0.77090368274730181 1.8851265428311297 leaf_count=2319 14 20 105 internal_value=0 3.98277e-06 0.000274247 internal_weight=0 47.6373 2.73939 internal_count=2458 2339 119 is_linear=0 shrinkage=0.000400217 Tree=9769 num_leaves=4 num_cat=0 split_feature=2 15 16 split_gain=1.14374 1.8871 1.58884 threshold=0.090510000000000021 -1.0000000180025095e-35 0.14824000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017542186228327998 0.00010183332503358835 8.1593226981829196e-05 -0.00012376978430018239 leaf_weight=11.705976096943234 21.778888848256546 7.3810738975276982 6.3777345911412331 leaf_count=612 802 734 286 internal_value=0 -7.61364e-05 5.04443e-05 internal_weight=0 19.087 28.1566 internal_count=2434 1346 1088 is_linear=0 shrinkage=0.000400217 Tree=9770 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=1.20517 1.25555 threshold=1.0000000180025095e-35 -0.23058999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011524747679841338 -0.01673986563264962 0.00056867078274484297 leaf_weight=4.7807709970202259 1.4043390344668285 39.979897177179396 leaf_count=66 63 2359 internal_value=0 0.0017647 internal_weight=0 44.7607 internal_count=2488 2425 is_linear=0 shrinkage=0.0204111 Tree=9771 num_leaves=4 num_cat=0 split_feature=4 15 49 split_gain=1.21039 1.55833 1.1153 threshold=0.27626000000000001 -0.11689999999999999 0.21703000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028624231690130216 0.00023240030000849806 4.9476501866185115e-06 -0.0002044442252716279 leaf_weight=3.0753890008954832 5.7371835707717755 38.470046947387345 1.024583341553807 leaf_count=170 250 2032 21 internal_value=0 -1.7319e-05 0.000163955 internal_weight=0 41.5454 6.76177 internal_count=2473 2202 271 is_linear=0 shrinkage=0.000400217 Tree=9772 num_leaves=4 num_cat=0 split_feature=47 13 13 split_gain=1.12193 1.83496 0.57344 threshold=0.11069000000000002 -0.5356749999999999 0.15609000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025325564478648969 0.004941851555664319 0.00030096458249134886 0.019946130714561052 leaf_weight=1.0863792610434746 3.5608351897099046 40.623335122845333 1.4720032346085643 leaf_count=17 127 2318 6 internal_value=0 -0.000432525 0.00966889 internal_weight=0 41.7097 5.03284 internal_count=2468 2335 133 is_linear=0 shrinkage=0.0204111 Tree=9773 num_leaves=4 num_cat=0 split_feature=151 4 1374 split_gain=0.980286 1.96399 1.15422 threshold=0.056735000000000001 0.0047050000000000008 0.10637000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021040603548315297 -0.022299344346684583 0.0041854837858949145 -0.021782481724335039 leaf_weight=42.115303579039505 2.0782943139201953 2.4327683736773906 0.74851583334384386 leaf_count=2341 64 46 14 internal_value=0 -0.00826091 0.00163127 internal_weight=0 4.51106 42.8638 internal_count=2465 110 2355 is_linear=0 shrinkage=0.0204111 Tree=9774 num_leaves=3 num_cat=0 split_feature=376 0 split_gain=1.11921 1.19611 threshold=0.088055000000000008 -0.10566999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.9300875362405749e-05 0.00031790932996279489 -7.9688449518565749e-05 leaf_weight=22.08078552072061 1.5368968743678113 23.828978007614637 leaf_count=434 60 1991 internal_value=0 -1.76807e-05 internal_weight=0 45.9098 internal_count=2485 2425 is_linear=0 shrinkage=0.000400217 Tree=9775 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.33864 2.77375 1.32513 threshold=-0.074494999999999992 -0.09583499999999999 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8889110217307454e-05 0.00021139127817623808 -0.00036383994227200036 -9.597548330731162e-06 leaf_weight=24.357566119510469 6.3943297756904967 4.3008408210138205 13.063555774052928 leaf_count=569 335 1131 412 internal_value=0 -7.18713e-05 6.38187e-05 internal_weight=0 28.6584 19.4579 internal_count=2447 1700 747 is_linear=0 shrinkage=0.000400217 Tree=9776 num_leaves=4 num_cat=0 split_feature=52 43 52 split_gain=1.26206 1.29232 1.12272 threshold=-0.081449999999999981 -0.15786499999999998 -0.085254999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024151455945187277 0.0064523716631920865 -0.0043104939939887735 0.020651167402502228 leaf_weight=9.5285872103253251 5.3677053091528242 30.810292328824858 1.5468950418580778 leaf_count=575 134 1735 40 internal_value=0 -0.00269863 0.00514333 internal_weight=0 36.178 11.0755 internal_count=2484 1869 615 is_linear=0 shrinkage=0.0204111 Tree=9777 num_leaves=3 num_cat=0 split_feature=146 1 split_gain=1.17114 1.13616 threshold=0.089495000000000005 0.14000500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0004467107279618726 -0.022713280391650468 0.01631774307266087 leaf_weight=46.290851461536249 0.76473799148516164 1.8470645562592825 leaf_count=2369 13 98 internal_value=0 0.00109214 internal_weight=0 48.1379 internal_count=2480 2467 is_linear=0 shrinkage=0.0204111 Tree=9778 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=1.07852 1.62459 0.48788 threshold=0.095890000000000017 0.084965000000000013 0.095155000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0941160630134036e-05 6.1088384456188221e-05 -0.00042070428612271308 0.00033478514009042715 leaf_weight=41.033842589958567 2.7403278887180695 1.5844396325119294 1.6391630220368822 leaf_count=2174 197 22 33 internal_value=0 -3.68668e-05 0.00016932 internal_weight=0 42.6183 4.37949 internal_count=2426 2196 230 is_linear=0 shrinkage=0.000400217 Tree=9779 num_leaves=3 num_cat=0 split_feature=156 0 split_gain=0.823647 0.852069 threshold=-1.0000000180025095e-35 -0.061889999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036618176648107971 -2.2728123218942092e-05 8.8617407608335155e-05 leaf_weight=0.80701751819242318 31.322727493753291 16.834725547359085 leaf_count=133 1931 418 internal_value=0 1.6311e-05 internal_weight=0 48.1575 internal_count=2482 2349 is_linear=0 shrinkage=0.000400217 Tree=9780 num_leaves=4 num_cat=0 split_feature=16 123 16 split_gain=1.5642 0.99069 0.648618 threshold=0.3935300000000001 0.08592000000000001 0.52211500000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0207362621362314e-05 -0.021452754998377659 0.013672338640021531 -0.00094675792162031024 leaf_weight=41.983667619869721 1.859064719569232 2.1934011391003869 0.96939486189376101 leaf_count=2070 152 133 101 internal_value=0 0.000644953 -0.0147284 internal_weight=0 44.1771 2.82846 internal_count=2456 2203 253 is_linear=0 shrinkage=0.0204111 Tree=9781 num_leaves=4 num_cat=0 split_feature=131 43 12 split_gain=1.35317 0.990814 0.0753264 threshold=0.092225000000000015 0.14198000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0900849521519774e-05 -0.00012396485383551602 0.00022171937781874111 -0.00038493622358331782 leaf_weight=42.309874988155798 0.35874433938261074 3.0387661493097076 1.398384935355351 leaf_count=2045 40 172 221 internal_value=0 5.19449e-06 -0.000342273 internal_weight=0 45.3486 1.75713 internal_count=2478 2217 261 is_linear=0 shrinkage=0.000400217 Tree=9782 num_leaves=4 num_cat=0 split_feature=484 150 0 split_gain=1.07981 1.32099 1.07698 threshold=-0.0068949999999999992 0.094605000000000009 -0.23025999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038216937131570721 0.00018494605522603307 0.00022411341073672359 -7.2538321718767876e-07 leaf_weight=2.0962795649334107 5.6468498135436667 0.6948729317227843 38.167091524434568 leaf_count=368 67 15 2002 internal_value=0 -0.00022841 2.36148e-05 internal_weight=0 2.79115 43.8139 internal_count=2452 383 2069 is_linear=0 shrinkage=0.000400217 Tree=9783 num_leaves=4 num_cat=0 split_feature=49 42 133 split_gain=0.957218 1.9637 1.33836 threshold=-0.086904999999999996 0.083925000000000013 -0.10210999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017249377523176457 -0.018306564119693957 0.0078740287149576572 0.0020543533775988216 leaf_weight=3.2799612852249984 1.27903692913378 2.0130850347268279 41.006627559565004 leaf_count=83 293 64 1992 internal_value=0 -0.00772911 0.00139177 internal_weight=0 5.29305 42.2857 internal_count=2432 147 2285 is_linear=0 shrinkage=0.0204111 Tree=9784 num_leaves=4 num_cat=0 split_feature=131 0 39 split_gain=1.00452 1.46913 0.985356 threshold=0.092225000000000015 0.21217000000000003 0.087735000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010488980146923128 -0.019576246849224772 -0.018043580126798714 0.0082785006242190543 leaf_weight=44.014187443168794 1.9227621848103802 1.6335473239523697 0.64339533239399305 leaf_count=2163 261 19 15 internal_value=0 0.000323177 -0.0125383 internal_weight=0 45.6477 2.56616 internal_count=2458 2182 276 is_linear=0 shrinkage=0.0204111 Tree=9785 num_leaves=3 num_cat=0 split_feature=151 12 split_gain=1.0431 1.02601 threshold=-0.27336999999999995 0.11498000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033230583668682808 3.71513707268133e-05 -0.00025397419737546473 leaf_weight=1.2366414519892703 45.048211263776807 1.9149236919772636 leaf_count=64 2262 134 internal_value=0 2.47049e-05 internal_weight=0 46.9631 internal_count=2460 2396 is_linear=0 shrinkage=0.000400217 Tree=9786 num_leaves=3 num_cat=0 split_feature=14 39 split_gain=0.979216 0.829318 threshold=0.076175000000000007 0.16946000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.0089568884971516e-05 -0.00034423909903083039 0.00037839772128370566 leaf_weight=47.333119732346518 1.2729180139795051 0.7848312043279283 leaf_count=2373 77 21 internal_value=0 -2.88936e-06 internal_weight=0 48.118 internal_count=2471 2394 is_linear=0 shrinkage=0.000400217 Tree=9787 num_leaves=4 num_cat=0 split_feature=2 2 52 split_gain=0.900367 1.60182 1.09096 threshold=0.097940000000000013 0.092965000000000006 0.17002500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058034022387690935 0.0048099395060755895 -0.015450972424816764 -0.012984817630244816 leaf_weight=24.357071861432932 17.254594177195944 3.334220613229717 1.4573972124388763 leaf_count=1493 644 204 80 internal_value=0 -0.00242588 0.00335499 internal_weight=0 27.6913 18.712 internal_count=2421 1697 724 is_linear=0 shrinkage=0.0204111 Tree=9788 num_leaves=4 num_cat=0 split_feature=3 47 1 split_gain=1.05076 1.80744 1.19402 threshold=0.097665000000000016 0.084210000000000021 0.077765000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.5157664911784589e-05 1.4874405665536385e-05 -0.0003374536322452461 0.00010730518654051672 leaf_weight=12.595931961574705 8.1756836911531519 3.1461144141067043 23.337490623551389 leaf_count=1282 196 63 953 internal_value=0 -8.53767e-05 5.38873e-05 internal_weight=0 11.3218 35.9334 internal_count=2494 259 2235 is_linear=0 shrinkage=0.000400217 Tree=9789 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=0.815503 1.40902 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037892696143580269 2.0226121623297814e-05 -0.00041634772760209263 leaf_weight=0.86412361450493236 47.695259038307313 1.1022798310264068 leaf_count=9 2401 78 internal_value=0 9.43386e-06 internal_weight=0 48.7975 internal_count=2488 2479 is_linear=0 shrinkage=0.000400217 Tree=9790 num_leaves=4 num_cat=0 split_feature=3 3 48 split_gain=1.21609 2.46975 1.09453 threshold=-0.097754999999999995 -0.077774999999999983 -0.032929999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01772057746783718 -0.017541119251931903 -0.00051801586071012983 0.0021271672768990242 leaf_weight=2.0860502772848113 3.921859970874606 29.706694998281591 13.081780017798449 leaf_count=41 1062 1029 341 internal_value=0 -0.00255492 0.00438589 internal_weight=0 33.6286 15.1678 internal_count=2473 2091 382 is_linear=0 shrinkage=0.0204111 Tree=9791 num_leaves=4 num_cat=0 split_feature=3 3 3 split_gain=1.05114 2.15772 1.65929 threshold=-0.084024999999999975 -0.084074999999999997 -0.077724999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021709888475503003 -0.01961385793986016 0.035266630729132692 -0.0011400283761410278 leaf_weight=15.607877940896969 2.0730403779809903 0.75568559756993714 28.024897581041046 leaf_count=899 551 4 1017 internal_value=0 0.00392866 -0.00248042 internal_weight=0 16.3636 30.0979 internal_count=2471 903 1568 is_linear=0 shrinkage=0.0204111 Tree=9792 num_leaves=4 num_cat=0 split_feature=123 0 12 split_gain=0.989995 1.62942 1.34196 threshold=0.083275000000000016 0.11535000000000002 -0.035124999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049972433112452483 0.016748074398933999 -0.012929736643960582 -0.013508825165935464 leaf_weight=38.110421406249088 2.7294836099017634 4.063704645534016 0.68694771372247387 leaf_count=2162 186 106 16 internal_value=0 -0.000825086 0.0104286 internal_weight=0 42.1741 3.41643 internal_count=2470 2268 202 is_linear=0 shrinkage=0.0204111 Tree=9793 num_leaves=4 num_cat=0 split_feature=48 4 16 split_gain=1.14708 2.58703 1.77185 threshold=0.093265000000000015 0.034835000000000012 -0.17157499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9836595855233373e-05 0.00029154056583680077 -0.00012267567765212676 -0.00012021708990045388 leaf_weight=11.444128457869736 4.9866991773309319 4.4982119555024838 24.543131052146805 leaf_count=327 186 90 1873 internal_value=0 9.59595e-05 -5.97499e-05 internal_weight=0 9.48491 35.9873 internal_count=2476 276 2200 is_linear=0 shrinkage=0.000400217 Tree=9794 num_leaves=3 num_cat=0 split_feature=150 1 split_gain=0.996961 0.888298 threshold=-0.22665999999999997 0.099515000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015941904715516469 -0.0026822026341519829 0.0030732194256410982 leaf_weight=1.5231024027452793 26.629202703603482 19.077960854699086 leaf_count=22 1808 616 internal_value=0 -0.000278276 internal_weight=0 45.7072 internal_count=2446 2424 is_linear=0 shrinkage=0.0204111 Tree=9795 num_leaves=4 num_cat=0 split_feature=1429 484 157 split_gain=0.943615 0.900759 0.201088 threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.092234999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.208951412250749e-05 -0.0001753826300400012 4.0203260495170866e-05 -0.00048094614295556324 leaf_weight=0.22688067823412439 3.2251006567819323 44.705950309078617 0.61110917856967617 leaf_count=45 385 1982 84 internal_value=0 2.53224e-05 -0.000377527 internal_weight=0 47.9311 0.83799 internal_count=2496 2367 129 is_linear=0 shrinkage=0.000400217 Tree=9796 num_leaves=4 num_cat=0 split_feature=14 1 13 split_gain=1.19711 0.995824 0.00457814 threshold=0.062655000000000016 0.12212000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00077099970549910702 -0.012817991951639237 0.0082742137391765853 -0.024568266032140164 leaf_weight=39.158470675847411 0.53770798594064217 5.7109795372275576 0.53019123231024312 leaf_count=2152 37 240 43 internal_value=0 0.000398005 -0.0204297 internal_weight=0 44.8695 1.0679 internal_count=2472 2392 80 is_linear=0 shrinkage=0.0204111 Tree=9797 num_leaves=3 num_cat=0 split_feature=457 2 split_gain=0.898095 0.959283 threshold=0.29113500000000009 0.084175000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0037449759838485853 0.012026570703490242 -0.0024618121798851262 leaf_weight=15.925486944641305 2.5053181146504349 29.266044362610387 leaf_count=740 34 1707 internal_value=0 -0.000270691 internal_weight=0 45.1915 internal_count=2481 2447 is_linear=0 shrinkage=0.0204111 Tree=9798 num_leaves=4 num_cat=0 split_feature=1 42 1 split_gain=1.42064 1.89783 0.525631 threshold=0.12796000000000002 0.091735000000000025 0.13271500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013288612424712581 0.021477791362603985 -0.011597707555956157 0.0062873440292694387 leaf_weight=38.038922861324863 1.4660091735859158 5.2898188857266168 2.7488431476413098 leaf_count=1816 30 463 160 internal_value=0 -0.000275113 0.01199 internal_weight=0 43.3287 4.21485 internal_count=2469 2279 190 is_linear=0 shrinkage=0.0204111 Tree=9799 num_leaves=3 num_cat=0 split_feature=45 457 split_gain=0.903759 0.877395 threshold=-1.0000000180025095e-35 -0.23069499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019350782829727173 0.015831746604589348 -0.00075575694577816423 leaf_weight=0.88500960084638691 1.2555301130050782 46.527864800301131 leaf_count=17 26 2445 internal_value=0 -0.000283921 internal_weight=0 47.7834 internal_count=2488 2471 is_linear=0 shrinkage=0.0204111 Tree=9800 num_leaves=4 num_cat=0 split_feature=457 38 12 split_gain=1.04827 1.04173 0.741852 threshold=-0.0046349999999999994 0.084835000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015047775731139834 4.7421394361978896e-05 -0.0002825574057185948 -0.00026885609133796431 leaf_weight=0.78299619711469892 42.294165854443008 1.4792970619346295 3.0178010503041142 leaf_count=18 2214 41 180 internal_value=0 3.55775e-05 -0.000180636 internal_weight=0 43.7735 3.8008 internal_count=2453 2255 198 is_linear=0 shrinkage=0.000400217 Tree=9801 num_leaves=3 num_cat=0 split_feature=44 146 split_gain=0.888707 0.880774 threshold=1.0000000180025095e-35 0.10064500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00098563301973066532 -0.017002548776280813 -0.019673043915709554 leaf_weight=45.35758787892928 1.1151816648416559 0.7644888311624517 leaf_count=2410 44 7 internal_value=0 0.000596394 internal_weight=0 46.1221 internal_count=2461 2417 is_linear=0 shrinkage=0.0204111 Tree=9802 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.05101 1.38206 threshold=-0.5356749999999999 -0.24588999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015831830818194507 0.014750406758461057 0.00071556622395994613 leaf_weight=1.3673760645142454 3.0181105508700048 44.446516882203014 leaf_count=27 102 2343 internal_value=0 0.00164061 internal_weight=0 47.4646 internal_count=2472 2445 is_linear=0 shrinkage=0.0204111 Tree=9803 num_leaves=4 num_cat=0 split_feature=147 51 48 split_gain=1.23373 0.875328 0.297178 threshold=0.08598500000000002 -0.40274499999999996 -0.082444999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018870458013068334 0.0045506586677165209 0.00078531911870741687 0.016939890274612426 leaf_weight=0.8535201193822094 1.3802974365971752 42.159009106583426 2.2727019521662433 leaf_count=91 60 2226 70 internal_value=0 0.000347297 0.0125331 internal_weight=0 43.0125 3.653 internal_count=2447 2317 130 is_linear=0 shrinkage=0.0204111 Tree=9804 num_leaves=3 num_cat=0 split_feature=10 376 split_gain=0.971279 0.973033 threshold=0.058500000000000003 0.088470000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00083426341921609502 0.016689554801946536 0.0159020222537559 leaf_weight=44.236985944630305 1.3362408368520835 1.3841333782738718 leaf_count=2386 56 44 internal_value=0 -0.000288799 internal_weight=0 45.6211 internal_count=2486 2430 is_linear=0 shrinkage=0.0204111 Tree=9805 num_leaves=4 num_cat=0 split_feature=147 43 48 split_gain=1.1074 1.067 0.276074 threshold=0.089365000000000014 0.053180000000000012 -0.075804999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7977932716254963e-05 0.00011064194046246012 0.00013689954956514112 0.00037684981039506519 leaf_weight=34.778949221582252 1.2657510942735828 7.5567362553127841 1.4304129935044319 leaf_count=2067 56 333 40 internal_value=0 1.73546e-06 0.00026127 internal_weight=0 42.3357 2.69616 internal_count=2496 2400 96 is_linear=0 shrinkage=0.000400217 Tree=9806 num_leaves=3 num_cat=0 split_feature=1365 16 split_gain=1.19657 1.00534 threshold=0.084635000000000016 -0.073434999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.575818745615661e-05 -0.00040335468276604918 -3.0938153833374385e-05 leaf_weight=22.19733945245116 0.96168871332338213 25.070276717035995 leaf_count=1130 43 1297 internal_value=0 2.39368e-05 internal_weight=0 47.2676 internal_count=2470 2427 is_linear=0 shrinkage=0.000400217 Tree=9807 num_leaves=4 num_cat=0 split_feature=133 1 16 split_gain=1.00953 1.00931 0.914412 threshold=0.099280000000000021 0.10124500000000002 -0.55433999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004480088844515862 -0.00043118524191250598 0.00013096871314296674 2.8528985139539364e-05 leaf_weight=0.54249582203919899 1.4557284792733747 0.69559050980205928 45.492499167347205 leaf_count=22 340 49 2033 internal_value=0 -0.000251936 2.18399e-05 internal_weight=0 2.15132 46.035 internal_count=2444 389 2055 is_linear=0 shrinkage=0.000400217 Tree=9808 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=1.15317 1.21855 threshold=0.062655000000000016 0.18307500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.4804770190172151e-06 -0.00035922578581413345 0.00028017345563930438 leaf_weight=45.797887986930959 1.2864752065516984 2.4116088859418587 leaf_count=2311 82 113 internal_value=0 9.42503e-06 internal_weight=0 48.2095 internal_count=2506 2424 is_linear=0 shrinkage=0.000400217 Tree=9809 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=1.2167 1.71031 0.913862 threshold=0.095890000000000017 0.084965000000000013 0.091205000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066322268036289383 0.01518158453566088 -0.021963884190116238 -0.0057919232336502667 leaf_weight=39.845941877441646 3.1900097884682728 1.5233223405666638 1.1049903279163116 leaf_count=2183 163 19 71 internal_value=0 -0.00150474 0.00977559 internal_weight=0 41.3693 4.295 internal_count=2436 2202 234 is_linear=0 shrinkage=0.0204111 Tree=9810 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=0.843022 1.88857 1.46781 threshold=0.095890000000000017 0.084965000000000013 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010632949638615212 -0.014277725134151969 -0.026601291704851496 0.015521619605887407 leaf_weight=41.453107783157861 0.78895779085144147 1.0400375838507887 3.0019688718166426 leaf_count=2208 120 18 114 internal_value=0 -0.00082301 0.00908817 internal_weight=0 42.4931 3.79093 internal_count=2460 2226 234 is_linear=0 shrinkage=0.0204111 Tree=9811 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=1.17934 1.10478 threshold=-0.52412999999999987 -0.23040499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018322232285865558 0.0088641112411204526 -0.00087605830189246673 leaf_weight=1.4624379962333467 5.4332619999331646 38.677110421944235 leaf_count=22 87 2367 internal_value=0 0.000343085 internal_weight=0 44.1104 internal_count=2476 2454 is_linear=0 shrinkage=0.0204111 Tree=9812 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=1.34782 2.40876 2.07951 threshold=-0.10674499999999999 -0.016799999999999995 -0.075969999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0747344639847659e-05 -0.00026042959427672609 0.00027491770224357889 -3.3795345805535594e-06 leaf_weight=15.852272107425849 6.8450429452777852 5.9971566213848737 18.315001198521713 leaf_count=324 1235 127 785 internal_value=0 6.13937e-05 -7.41566e-05 internal_weight=0 21.8494 25.16 internal_count=2471 451 2020 is_linear=0 shrinkage=0.000400217 Tree=9813 num_leaves=4 num_cat=0 split_feature=0 0 14 split_gain=0.868489 2.25897 1.62524 threshold=-0.10674499999999999 -0.084074999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014168894725894537 -0.014856867986666826 0.0011804572656885896 0.0056970451610296761 leaf_weight=1.7660939239085589 4.2464992895348841 22.726106142443882 20.365993451187705 leaf_count=46 724 1354 396 internal_value=0 -0.0013954 0.00404844 internal_weight=0 26.9726 22.1321 internal_count=2520 2078 442 is_linear=0 shrinkage=0.0204111 Tree=9814 num_leaves=3 num_cat=0 split_feature=160 2 split_gain=1.06059 0.851211 threshold=-0.40446999999999994 0.097940000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040166663313034076 -4.3114959140202016e-05 6.7135125444130113e-05 leaf_weight=0.95006413143357704 26.783495436624662 19.12995824360587 leaf_count=193 1533 690 internal_value=0 2.87259e-06 internal_weight=0 45.9135 internal_count=2416 2223 is_linear=0 shrinkage=0.000400217 Tree=9815 num_leaves=4 num_cat=0 split_feature=124 40 124 split_gain=0.982424 1.20293 0.699591 threshold=-0.043384999999999993 -0.063404999999999989 -0.088339999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4299861510763771e-05 -0.0002870824872116943 6.7422740223471715e-06 0.00031407391715568571 leaf_weight=0.97887720867674977 2.2440674709287114 42.247831676058013 2.5515198045732168 leaf_count=53 87 2214 158 internal_value=0 -8.76101e-06 0.000207415 internal_weight=0 44.4919 3.5304 internal_count=2512 2301 211 is_linear=0 shrinkage=0.000400217 Tree=9816 num_leaves=4 num_cat=0 split_feature=159 43 131 split_gain=1.47078 1.39236 0.761231 threshold=-0.032739999999999991 -0.16648499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014873429667878106 0.011582847120756684 0.00071393706590454277 -0.01578875254931579 leaf_weight=0.29386216250713948 5.5398778239768935 37.56744584424041 2.7168274119582057 leaf_count=5 152 1985 337 internal_value=0 0.00213713 -0.0123699 internal_weight=0 43.1073 3.01069 internal_count=2479 2137 342 is_linear=0 shrinkage=0.0204111 Tree=9817 num_leaves=3 num_cat=0 split_feature=155 15 split_gain=1.00322 0.953905 threshold=0.090695000000000012 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018526668740146005 -0.020117758188984106 -0.011005228212465624 leaf_weight=42.76339747004306 0.83284403755533176 2.43557732329782 leaf_count=1923 137 383 internal_value=0 0.00113433 internal_weight=0 45.199 internal_count=2443 2306 is_linear=0 shrinkage=0.0204111 Tree=9818 num_leaves=4 num_cat=0 split_feature=4 1 42 split_gain=1.29556 1.94459 1.7441 threshold=-0.080924999999999983 0.085995000000000016 0.091650000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0088685481389341996 -0.010018802700427031 0.0013049720898567327 -0.011851269371555751 leaf_weight=11.970876370561085 8.1444619270395133 26.827193608737161 1.8688461398824063 leaf_count=587 981 831 82 internal_value=0 -0.00135575 0.00599799 internal_weight=0 34.9717 13.8397 internal_count=2481 1812 669 is_linear=0 shrinkage=0.0204111 Tree=9819 num_leaves=4 num_cat=0 split_feature=1447 13 123 split_gain=1.08978 1.15384 0.808323 threshold=-1.0000000180025095e-35 -0.5356749999999999 0.084355000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021288734948279667 -0.017097333103583297 0.0015996664943841771 0.013520985161443289 leaf_weight=1.3970918674871189 1.3081736826425174 43.575068415396913 0.25984547978441686 leaf_count=231 24 2177 8 internal_value=0 0.00101353 -0.0153195 internal_weight=0 44.8832 1.65694 internal_count=2440 2201 239 is_linear=0 shrinkage=0.0204111 Tree=9820 num_leaves=3 num_cat=0 split_feature=1374 2 split_gain=1.43504 1.15457 threshold=-0.094929999999999987 0.097180000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036060338864268827 -3.8837609598540376e-05 8.9760250352790928e-05 leaf_weight=1.5738936082125281 26.432137888346688 19.216109449788178 leaf_count=42 1659 777 internal_value=0 1.53842e-05 internal_weight=0 45.6482 internal_count=2478 2436 is_linear=0 shrinkage=0.000400217 Tree=9821 num_leaves=4 num_cat=0 split_feature=12 43 0 split_gain=0.870144 0.84874 0.0197298 threshold=0.12477500000000001 -0.18545499999999995 -0.11363999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015504080459232349 -0.0003661277363030481 -1.8496517036439877e-05 -0.00020065000207944309 leaf_weight=4.9545800578016488 0.68664303078548983 41.296057797159392 0.8849556629734241 leaf_count=130 10 2255 66 internal_value=0 4.23129e-07 -0.00029249 internal_weight=0 46.2506 1.5716 internal_count=2461 2385 76 is_linear=0 shrinkage=0.000400217 Tree=9822 num_leaves=4 num_cat=0 split_feature=43 43 2 split_gain=1.17436 1.74455 0.6725 threshold=0.095890000000000017 0.084965000000000013 0.098240000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6799513945350334e-05 2.7951259365095597e-05 -0.00052936991420387614 0.0003483574507163407 leaf_weight=41.921626878030679 1.7672697605323708 0.84613664721837167 2.5483865734951223 leaf_count=2189 145 16 99 internal_value=0 4.63977e-06 0.000221175 internal_weight=0 42.7678 4.31566 internal_count=2449 2205 244 is_linear=0 shrinkage=0.000400217 Tree=9823 num_leaves=4 num_cat=0 split_feature=4 150 15 split_gain=1.2394 2.35526 1.31069 threshold=0.0067750000000000006 0.087170000000000011 -0.017214999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6191131206967086e-05 4.3206530443957529e-05 -0.00034582552948673811 0.00027042405896041078 leaf_weight=22.532018668712002 16.589119936197225 3.1868094141784686 5.3004036314905525 leaf_count=1668 611 156 89 internal_value=0 -2.99708e-05 9.9322e-05 internal_weight=0 25.7188 21.8895 internal_count=2524 1824 700 is_linear=0 shrinkage=0.000400217 Tree=9824 num_leaves=4 num_cat=0 split_feature=43 47 42 split_gain=1.3082 1.34099 0.652729 threshold=0.053180000000000012 0.086380000000000012 0.090805000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010631759297533938 0.010694596671967909 -0.0094399303820024965 -0.0053141647603927884 leaf_weight=29.934388157392732 5.3797521019357637 8.0503475418790895 1.2421258862941611 leaf_count=1861 209 267 134 internal_value=0 -0.00210638 0.00765326 internal_weight=0 37.9847 6.62188 internal_count=2471 2128 343 is_linear=0 shrinkage=0.0204111 Tree=9825 num_leaves=4 num_cat=0 split_feature=42 0 1 split_gain=0.995122 0.955747 0.496221 threshold=-0.108275 -0.0013399999999999998 0.10915500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042870009460666821 -2.7003713035219542e-06 0.00013935256715763854 -6.0393091345989742e-05 leaf_weight=1.0374686101077935 38.616617442888128 9.3279235513673466 1.2836848653387276 leaf_count=136 2096 261 15 internal_value=0 2.51972e-05 -0.000237165 internal_weight=0 47.9445 2.32115 internal_count=2508 2357 151 is_linear=0 shrinkage=0.000400217 Tree=9826 num_leaves=4 num_cat=0 split_feature=43 43 2 split_gain=1.25192 1.82225 0.676434 threshold=0.095890000000000017 0.084965000000000013 0.097940000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015276600492576584 0.0005634151106356449 -0.021204190825096076 0.018309350593831618 leaf_weight=43.150205669321622 1.3339809360945758 1.4089800692745473 2.6524096356843074 leaf_count=2216 143 18 95 internal_value=0 0.000757523 0.0125486 internal_weight=0 44.5592 3.98639 internal_count=2472 2234 238 is_linear=0 shrinkage=0.0204111 Tree=9827 num_leaves=4 num_cat=0 split_feature=43 1 12 split_gain=1.48691 1.57519 0.80286 threshold=0.06728000000000002 1.0000000180025095e-35 0.099035000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0067810942031394043 0.014517318208955495 0.00272953665233077 -0.0030866971658673795 leaf_weight=9.388626469642757 5.1585760123234641 30.590376027801994 1.313383095428321 leaf_count=1090 177 1113 93 internal_value=0 0.000483369 0.0109531 internal_weight=0 39.979 6.47196 internal_count=2473 2203 270 is_linear=0 shrinkage=0.0204111 Tree=9828 num_leaves=3 num_cat=0 split_feature=146 4 split_gain=1.11036 0.845951 threshold=0.10064500000000003 0.27626000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021413774577490816 -0.024437422038668066 0.0056985998410062338 leaf_weight=39.161041837078187 0.74624909460544486 6.6046598117304702 leaf_count=2208 7 266 internal_value=0 -0.000998808 internal_weight=0 45.7657 internal_count=2481 2474 is_linear=0 shrinkage=0.0204111 Tree=9829 num_leaves=3 num_cat=0 split_feature=1375 31 split_gain=0.95845 0.960227 threshold=-0.53764999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040539929847217712 0.00038647552727304137 -3.0144288841630835e-05 leaf_weight=0.74215203357743931 0.79146324111024924 46.988473506913238 leaf_count=5 64 2415 internal_value=0 -2.23557e-05 internal_weight=0 47.7799 internal_count=2484 2479 is_linear=0 shrinkage=0.000400217 Tree=9830 num_leaves=4 num_cat=0 split_feature=14 484 16 split_gain=0.937022 0.863337 0.0498954 threshold=0.076175000000000007 -0.082244999999999985 -0.020119999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028695235609190974 -0.00018290451917749094 2.349611881640389e-05 -0.00040390006465601709 leaf_weight=1.3701714479529972 0.63625564947506064 45.029344153430316 0.65496534982048504 leaf_count=226 40 2170 36 internal_value=0 1.36599e-05 -0.000318288 internal_weight=0 46.3995 1.29122 internal_count=2472 2396 76 is_linear=0 shrinkage=0.000400217 Tree=9831 num_leaves=4 num_cat=0 split_feature=42 376 3 split_gain=0.909884 1.42542 1.29871 threshold=-0.0044549999999999998 1.0000000180025095e-35 0.0059200000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013858475797234093 -8.2345653460909216e-06 0.019393786892554721 0.0078205221837778626 leaf_weight=4.0626237529868368 40.85888533796458 1.5289284747450427 1.5059921868960371 leaf_count=651 1653 118 26 internal_value=0 0.000740846 -0.00795696 internal_weight=0 42.3878 5.56862 internal_count=2448 1771 677 is_linear=0 shrinkage=0.0204111 Tree=9832 num_leaves=4 num_cat=0 split_feature=52 52 45 split_gain=1.15345 1.22789 1.18359 threshold=-0.077024999999999996 -0.088089999999999988 -0.080359999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00087509868270420875 0.019228540686867791 0.01153872654176637 -0.0041097012700308262 leaf_weight=9.4851349569291852 0.82252748869359393 4.9831065935868528 31.605536830553774 leaf_count=541 8 105 1849 internal_value=0 0.00345621 -0.00345361 internal_weight=0 14.4682 32.4281 internal_count=2503 646 1857 is_linear=0 shrinkage=0.0204111 Tree=9833 num_leaves=4 num_cat=0 split_feature=376 2 40 split_gain=1.2553 1.20985 0.227287 threshold=0.048375000000000008 0.14846500000000004 -0.055059999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024552329286344399 0.018623630288921427 0.017765323303063216 0.0042056304656408732 leaf_weight=43.130922317533759 1.8058014254884258 1.4998045879169684 0.70086368613374261 leaf_count=2262 112 88 30 internal_value=0 0.000402669 0.0149446 internal_weight=0 44.6307 2.50667 internal_count=2492 2350 142 is_linear=0 shrinkage=0.0204111 Tree=9834 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=1.14466 1.70894 1.07411 threshold=-0.076929999999999985 0.079915000000000014 0.092530000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012116022299614131 -1.0173924179312912e-05 -0.00041951837002352031 -0.0001940513567964276 leaf_weight=14.417462117763076 26.729037082839341 0.89216454564336878 6.1770827974310114 leaf_count=727 1422 91 230 internal_value=0 8.68352e-05 -4.52321e-05 internal_weight=0 15.3096 32.9061 internal_count=2470 818 1652 is_linear=0 shrinkage=0.000400217 Tree=9835 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=0.893505 1.33606 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00027559625936120783 0.00041805547348990952 2.27364735524739e-05 leaf_weight=1.4255116288913985 1.2997255999043762 46.528094860039914 leaf_count=29 34 2416 internal_value=0 3.44306e-05 internal_weight=0 47.8278 internal_count=2479 2450 is_linear=0 shrinkage=0.000400217 Tree=9836 num_leaves=3 num_cat=0 split_feature=43 51 split_gain=1.15606 1.02393 threshold=0.2506000000000001 -0.10593999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021407808359562744 -0.0004240278523572269 4.2620112615448768e-05 leaf_weight=2.5347396664774342 0.8152714413756702 42.009933467143014 leaf_count=229 145 2080 internal_value=0 2.7513e-05 internal_weight=0 44.5447 internal_count=2454 2309 is_linear=0 shrinkage=0.000400217 Tree=9837 num_leaves=4 num_cat=0 split_feature=4 47 15 split_gain=1.38841 1.70339 1.52831 threshold=-0.23071499999999998 0.085270000000000026 -0.0087549999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014569091439608115 -0.0018805870862835512 0.0078330711639512402 0.0063582248190921327 leaf_weight=5.2058990874902511 26.124666658135766 1.8451140139950437 14.4928359242881 leaf_count=170 1236 36 1050 internal_value=0 -0.00867607 0.00106852 internal_weight=0 7.05101 40.6175 internal_count=2492 206 2286 is_linear=0 shrinkage=0.0204111 Tree=9838 num_leaves=3 num_cat=0 split_feature=1373 1456 split_gain=0.955806 0.929124 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.8707094004756974e-05 -0.00040447731431797961 -0.00033098493891046331 leaf_weight=46.312433864056402 0.79818127177350007 1.1378929904371933 leaf_count=2209 21 215 internal_value=0 9.56179e-06 internal_weight=0 47.4503 internal_count=2445 2424 is_linear=0 shrinkage=0.000400217 Tree=9839 num_leaves=4 num_cat=0 split_feature=13 3 16 split_gain=1.97104 2.01862 0.905248 threshold=-0.10939499999999998 0.12991000000000003 -0.061784999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027778705551179486 -2.1659028054610759e-05 -0.0004441328920606901 1.9385268147114771e-05 leaf_weight=4.9396419473241622 36.878754374401865 1.7941032553790126 3.8403031929956324 leaf_count=155 2211 33 83 internal_value=0 -4.24839e-05 0.000166431 internal_weight=0 38.6729 8.77995 internal_count=2482 2244 238 is_linear=0 shrinkage=0.000400217 Tree=9840 num_leaves=4 num_cat=0 split_feature=42 1 14 split_gain=0.865922 2.01623 1.11927 threshold=0.077855000000000021 0.12796000000000002 -0.23083499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01147454500887529 -0.0062969656061665604 0.021587520776059549 0.0030164968203724015 leaf_weight=2.2856638126258977 13.146127750532967 1.0669528469952627 30.34061685963627 leaf_count=74 1150 61 1196 internal_value=0 -0.00405135 0.00196554 internal_weight=0 14.2131 32.6263 internal_count=2481 1211 1270 is_linear=0 shrinkage=0.0204111 Tree=9841 num_leaves=4 num_cat=0 split_feature=14 1132 2 split_gain=1.31945 0.97705 0.0104936 threshold=0.076175000000000007 -1.0000000180025095e-35 0.093045000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019701156923221913 -0.024266759793437748 0.0013854777151180988 -0.012660932072125784 leaf_weight=0.82237688126042385 0.58393574895921918 45.738209312506683 0.56628740501514585 leaf_count=20 58 2369 24 internal_value=0 0.000966665 -0.0201829 internal_weight=0 46.5606 1.15022 internal_count=2471 2389 82 is_linear=0 shrinkage=0.0204111 Tree=9842 num_leaves=3 num_cat=0 split_feature=45 149 split_gain=0.858845 0.979073 threshold=-0.080359999999999987 0.10096000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019151562258781958 -0.0005140530397650375 -0.021692970983450657 leaf_weight=0.79172529093921085 45.186804959050619 0.81626048400357731 leaf_count=7 2463 20 internal_value=0 -0.000941602 internal_weight=0 46.0031 internal_count=2490 2483 is_linear=0 shrinkage=0.0204111 Tree=9843 num_leaves=4 num_cat=0 split_feature=42 123 49 split_gain=1.36947 1.5338 1.14808 threshold=0.077855000000000021 0.084080000000000016 -0.085949999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017006021397121182 -0.00015716572146862981 0.00032648930744537733 6.0828890272134422e-05 leaf_weight=3.803114399357578 12.430234270223762 1.0420506024565828 29.062838200548985 leaf_count=84 1113 90 1180 internal_value=0 -0.000117373 3.36247e-05 internal_weight=0 13.4723 32.866 internal_count=2467 1203 1264 is_linear=0 shrinkage=0.000400217 Tree=9844 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=1.14894 1.48721 0.467449 threshold=0.13130500000000003 0.11893500000000001 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014037721966542115 0.021760903905711566 -0.019256338076134052 0.0068117053440103058 leaf_weight=41.90594996856737 1.2595650960947748 1.3916805952590028 2.872188992545488 leaf_count=2266 104 56 78 internal_value=0 0.000691755 0.0118229 internal_weight=0 43.2976 4.13175 internal_count=2504 2322 182 is_linear=0 shrinkage=0.0204111 Tree=9845 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.21083 1.0119 threshold=-0.094929999999999987 -0.029664999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037588655703709036 0.00040056298417283609 1.6091932797939892e-05 leaf_weight=1.1244150019338111 1.0121513229096297 45.31006445193384 leaf_count=36 11 2397 internal_value=0 2.54383e-05 internal_weight=0 46.3222 internal_count=2444 2408 is_linear=0 shrinkage=0.000400217 Tree=9846 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=0.848445 0.866515 threshold=-0.40186499999999997 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040659376575654413 4.7308448103016507e-06 0.00024619759956859668 leaf_weight=0.65570924754410853 44.813492766351601 2.4022975175321326 leaf_count=9 2338 130 internal_value=0 1.75698e-05 internal_weight=0 47.2158 internal_count=2477 2468 is_linear=0 shrinkage=0.000400217 Tree=9847 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=1.43629 1.94671 1.26055 threshold=-0.10674499999999999 -0.075969999999999996 -0.11692999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5854593062109578e-05 -0.00026880092972641898 -1.7614097021168549e-05 0.0003020164816492185 leaf_weight=17.97025718913358 6.740219879788131 17.790892652746152 2.748510806784906 leaf_count=379 1251 801 58 internal_value=0 -8.75385e-05 5.52356e-05 internal_weight=0 24.5311 20.7188 internal_count=2489 2052 437 is_linear=0 shrinkage=0.000400217 Tree=9848 num_leaves=4 num_cat=0 split_feature=43 34 13 split_gain=1.0469 1.20265 1.05759 threshold=-0.069909999999999986 -1.0000000180025095e-35 0.27266500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0062783823381275632 -0.021328375600986969 -0.00084758050464404629 -0.011773931442880621 leaf_weight=15.044227692170468 1.1340157731810929 29.234625519776159 1.3815257868873221 leaf_count=985 27 1414 34 internal_value=0 -0.00168791 0.00469062 internal_weight=0 30.3686 16.4258 internal_count=2460 1441 1019 is_linear=0 shrinkage=0.0204111 Tree=9849 num_leaves=4 num_cat=0 split_feature=12 4 12 split_gain=1.22133 1.45447 0.302825 threshold=0.11610500000000001 0.0063750000000000013 0.12701500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6696682617303639e-05 -0.00048324368238563932 8.9885565175993893e-05 -0.00013379342136303712 leaf_weight=23.826877644375372 0.84208953459801594 19.709041261225138 0.8849277197906531 leaf_count=1731 46 630 75 internal_value=0 9.72257e-06 -0.000323233 internal_weight=0 43.5359 1.72702 internal_count=2482 2361 121 is_linear=0 shrinkage=0.000400217 Tree=9850 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.28421 1.72258 threshold=-0.51412499999999983 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032298182362211931 -0.00037401669679254041 2.6510502115098894e-05 leaf_weight=2.1007800531642706 1.6791963382420352 43.178955962217742 leaf_count=34 123 2337 internal_value=0 1.06235e-05 internal_weight=0 44.8582 internal_count=2494 2460 is_linear=0 shrinkage=0.000400217 Tree=9851 num_leaves=4 num_cat=0 split_feature=4 4 11 split_gain=2.04765 2.86334 1.39638 threshold=0.27626000000000001 0.080615000000000006 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026007416890583203 0.015209086678084136 -0.01530222529948925 -0.0049181659045810016 leaf_weight=33.037581034457958 5.1763553574910466 5.6759153609527848 1.9089386682026086 leaf_count=2025 241 183 33 internal_value=0 -0.00205912 0.0097942 internal_weight=0 38.7135 7.08529 internal_count=2482 2208 274 is_linear=0 shrinkage=0.0204111 Tree=9852 num_leaves=4 num_cat=0 split_feature=14 156 2 split_gain=1.12308 1.05179 0.121624 threshold=0.076175000000000007 0.11659000000000001 0.093045000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017309054927968808 -0.02404235677200791 -0.019810050581194335 -0.0090385791384019355 leaf_weight=46.643089222557364 0.58897400841192282 0.8522689093729231 0.65568122843887977 leaf_count=2296 56 86 25 internal_value=0 0.00129869 -0.0175367 internal_weight=0 47.4954 1.24466 internal_count=2463 2382 81 is_linear=0 shrinkage=0.0204111 Tree=9853 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=1.2996 1.06849 0.908102 threshold=-0.25061999999999995 0.11375500000000001 -0.19301999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035326193479923271 -0.00034866526802111578 -0.0001478323746921239 9.2351061062394755e-06 leaf_weight=2.9079945748826499 1.0549892034505308 0.81137231229058659 42.066234443091275 leaf_count=170 55 19 2192 internal_value=0 0.000242824 -4.01477e-07 internal_weight=0 3.71937 43.1212 internal_count=2436 189 2247 is_linear=0 shrinkage=0.000400217 Tree=9854 num_leaves=3 num_cat=0 split_feature=31 39 split_gain=0.864729 0.804637 threshold=-1.0000000180025095e-35 0.16946000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019668740296477728 -0.0011396858617165565 0.019050129372863819 leaf_weight=0.76607948927676162 45.584030001732344 0.72564608637185202 leaf_count=70 2384 19 internal_value=0 -0.000778138 internal_weight=0 46.3097 internal_count=2473 2403 is_linear=0 shrinkage=0.0204111 Tree=9855 num_leaves=4 num_cat=0 split_feature=160 1373 13 split_gain=0.904582 0.811678 0.037417 threshold=-0.40446999999999994 0.099250000000000019 0.0024700000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039740132058134177 2.1875383614120216e-05 -0.00035502863048978101 -0.00012341478730206848 leaf_weight=0.75793626492588728 47.048071679169311 0.82151484823043475 0.23392736222717758 leaf_count=161 2244 19 31 internal_value=0 1.45938e-05 -0.000351856 internal_weight=0 47.8696 0.991864 internal_count=2455 2263 192 is_linear=0 shrinkage=0.000400217 Tree=9856 num_leaves=4 num_cat=0 split_feature=4 0 52 split_gain=1.82074 1.12922 0.153812 threshold=-0.49367499999999992 0.045760000000000002 0.090715000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0087524689872067411 -0.00066088718804362091 0.0089719576872469425 -0.023967306869846404 leaf_weight=0.58533557207556342 39.100714244529058 5.7113230431714319 1.2050310435151912 leaf_count=103 2246 101 21 internal_value=0 0.000586127 -0.019801 internal_weight=0 44.812 1.79037 internal_count=2471 2347 124 is_linear=0 shrinkage=0.0204111 Tree=9857 num_leaves=3 num_cat=0 split_feature=2 133 split_gain=0.808961 0.878832 threshold=0.16826500000000003 -0.26719999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022267136968322478 0.018139942252439794 -5.8918618879414295e-06 leaf_weight=0.63874289437967391 0.89383015446810432 46.653594584244956 leaf_count=147 61 2277 internal_value=0 -0.000358442 internal_weight=0 47.2923 internal_count=2485 2424 is_linear=0 shrinkage=0.0204111 Tree=9858 num_leaves=3 num_cat=0 split_feature=1444 52 split_gain=0.83403 0.845805 threshold=-0.084274999999999989 -0.08130999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036236671555962889 9.1014716747398039e-05 -3.4779240128016226e-05 leaf_weight=0.90792318923922621 11.276155029413074 34.380535502598832 leaf_count=25 615 1823 internal_value=0 -3.56437e-06 internal_weight=0 45.6567 internal_count=2463 2438 is_linear=0 shrinkage=0.000400217 Tree=9859 num_leaves=4 num_cat=0 split_feature=42 43 160 split_gain=1.08302 1.28005 1.22468 threshold=-0.0044549999999999998 -0.21368999999999996 -0.073574999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014927480779717946 0.00024621205956072191 -7.1604916694922715e-06 -0.00028981248284822817 leaf_weight=1.2899182153075797 3.3724117426027069 38.225771496047855 3.8520655777296033 leaf_count=91 59 1750 588 internal_value=0 1.39865e-05 -0.000178829 internal_weight=0 41.5982 5.14198 internal_count=2488 1809 679 is_linear=0 shrinkage=0.000400217 Tree=9860 num_leaves=3 num_cat=0 split_feature=45 0 split_gain=1.07429 1.01427 threshold=-1.0000000180025095e-35 0.39041500000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019265457397319701 -0.0024070099527274038 0.02057791942951542 leaf_weight=0.90088704744630277 44.219924609191253 0.70343974325805803 leaf_count=19 2450 5 internal_value=0 -0.00199683 internal_weight=0 44.9234 internal_count=2474 2455 is_linear=0 shrinkage=0.0204111 Tree=9861 num_leaves=4 num_cat=0 split_feature=16 124 3 split_gain=1.36868 1.5627 1.06416 threshold=0.26746000000000009 0.51890000000000014 -0.097754999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0057826874780043825 -0.018977923670592731 0.017398274838655595 -0.0012020370353975111 leaf_weight=13.285898303461407 2.6323573126105653 0.50723369233310212 28.15781314417859 leaf_count=304 286 4 1851 internal_value=0 -0.0127042 0.00104665 internal_weight=0 3.13959 41.4437 internal_count=2445 290 2155 is_linear=0 shrinkage=0.0204111 Tree=9862 num_leaves=4 num_cat=0 split_feature=2 14 48 split_gain=1.15234 1.19147 0.0813083 threshold=0.14753000000000002 0.076175000000000007 0.014805 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0546756471596555e-05 0.00034762950157079836 -0.00042436744170796825 0.00012921895514056352 leaf_weight=43.422835222624826 1.1923926013005246 1.0913842256621809 0.58904589691883291 leaf_count=2275 75 77 39 internal_value=0 -3.14874e-05 0.000287323 internal_weight=0 44.5142 1.78144 internal_count=2466 2352 114 is_linear=0 shrinkage=0.000400217 Tree=9863 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=0.861268 1.06407 threshold=-1.0000000180025095e-35 0.092135000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038274826421516974 -9.5486264025913979e-05 2.6573053478595245e-05 leaf_weight=0.71383983325767886 21.106141768288808 24.742837836969215 leaf_count=67 1415 1022 internal_value=0 -2.97115e-05 internal_weight=0 45.849 internal_count=2504 2437 is_linear=0 shrinkage=0.000400217 Tree=9864 num_leaves=4 num_cat=0 split_feature=1213 475 475 split_gain=1.17303 1.13536 0.784199 threshold=-1.0000000180025095e-35 -0.084049999999999986 -0.085669999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028341378272941535 -0.00027303422540300211 3.6857205649879433e-05 -0.00040119518083241623 leaf_weight=0.23691695928573597 1.87012929146067 42.660485929633182 1.5420973245775247 leaf_count=2 186 1876 374 internal_value=0 2.31907e-05 -0.000298641 internal_weight=0 44.5306 1.77901 internal_count=2438 2062 376 is_linear=0 shrinkage=0.000400217 Tree=9865 num_leaves=4 num_cat=0 split_feature=12 457 15 split_gain=1.07652 0.997946 0.49034 threshold=0.12477500000000001 -0.0046349999999999994 -0.091024999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.009214629569347807 -0.027069678919522101 0.0014295626676233417 -0.0030970125914829105 leaf_weight=3.9007953916207034 0.75145754380355356 42.829527933496706 0.65940637886751463 leaf_count=202 19 2199 67 internal_value=0 0.000521141 -0.0169169 internal_weight=0 46.7303 1.41086 internal_count=2487 2401 86 is_linear=0 shrinkage=0.0204111 Tree=9866 num_leaves=4 num_cat=0 split_feature=3 16 11 split_gain=1.34437 1.07267 0.152408 threshold=-0.17340499999999995 0.22564000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032816981044523898 2.7967711369482802e-05 -0.00016321519658391644 0.00012836453731624343 leaf_weight=2.1592679052118906 38.688253873119493 5.2367804883688214 1.1315023526512957 leaf_count=39 2060 294 83 internal_value=0 4.81768e-06 0.000265953 internal_weight=0 43.925 3.29077 internal_count=2476 2354 122 is_linear=0 shrinkage=0.000400217 Tree=9867 num_leaves=4 num_cat=0 split_feature=4 376 1446 split_gain=1.14312 1.13522 0.926093 threshold=-0.49367499999999992 0.082945000000000019 0.090050000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044520377209933637 2.7357163825863793e-05 0.00011304204622323265 -0.00038624437375633328 leaf_weight=1.5930649905349121 42.413356400847192 0.82890829490497697 0.7734528013011176 leaf_count=114 2245 13 108 internal_value=0 -0.000257594 1.89701e-05 internal_weight=0 2.42197 43.1868 internal_count=2480 127 2353 is_linear=0 shrinkage=0.000400217 Tree=9868 num_leaves=4 num_cat=0 split_feature=42 39 43 split_gain=0.861978 1.4063 1.1103 threshold=-0.108275 0.15438500000000002 -0.21368999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043011850250537434 0.00019347535679654595 0.00024879007026423912 -1.8506678145408994e-05 leaf_weight=1.6460022717901659 4.2522821477177777 0.59238590300083149 42.363687799544323 leaf_count=141 98 3 2256 internal_value=0 -0.000247154 1.24747e-06 internal_weight=0 2.23839 46.616 internal_count=2498 144 2354 is_linear=0 shrinkage=0.000400217 Tree=9869 num_leaves=3 num_cat=0 split_feature=45 151 split_gain=0.979869 1.12066 threshold=-0.080359999999999987 0.055020000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037408762648741479 -2.7347751036419806e-05 -0.00024769861897730168 leaf_weight=0.79121554456651111 41.379030362183471 3.9526999381996566 leaf_count=8 2339 107 internal_value=0 -4.71242e-05 internal_weight=0 45.3317 internal_count=2454 2446 is_linear=0 shrinkage=0.000400217 Tree=9870 num_leaves=3 num_cat=0 split_feature=1452 49 split_gain=1.04896 0.809455 threshold=1.0000000180025095e-35 -0.006494999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0039423971337605454 -0.021619939764930578 0.0021039129480020916 leaf_weight=12.878582290225948 0.81195476112179576 31.711764464504995 leaf_count=437 132 1870 internal_value=0 0.000352117 internal_weight=0 44.5903 internal_count=2439 2307 is_linear=0 shrinkage=0.0204111 Tree=9871 num_leaves=3 num_cat=0 split_feature=52 2 split_gain=1.21055 0.891452 threshold=-0.40306999999999998 0.16826500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037956371940245045 -9.3054910219462235e-06 0.00036521901259671248 leaf_weight=1.2820237808978152 47.070479675957131 0.92843713224783542 leaf_count=255 2151 63 internal_value=0 -1.228e-06 internal_weight=0 47.9989 internal_count=2469 2214 is_linear=0 shrinkage=0.000400217 Tree=9872 num_leaves=3 num_cat=0 split_feature=48 47 split_gain=1.03121 1.04293 threshold=-0.097454999999999986 0.11069000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039869833724293406 -3.2276719264585711e-05 0.00015882949768090482 leaf_weight=1.0157876523262519 41.612462897107548 5.0257114613395961 leaf_count=32 2317 130 internal_value=0 -1.13521e-05 internal_weight=0 46.6382 internal_count=2479 2447 is_linear=0 shrinkage=0.000400217 Tree=9873 num_leaves=4 num_cat=0 split_feature=41 160 4 split_gain=1.09607 0.878073 0.676114 threshold=0.075585000000000013 -0.40446999999999994 0.25539000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017948674625869649 -0.021517718332554069 0.0006741528676299113 -0.0030306703302985451 leaf_weight=0.9706980232206196 1.4904230371994338 40.895416295988412 1.7861295688198877 leaf_count=180 91 2155 42 internal_value=0 0.000195646 -0.0118731 internal_weight=0 41.8661 3.27655 internal_count=2468 2335 133 is_linear=0 shrinkage=0.0204111 Tree=9874 num_leaves=4 num_cat=0 split_feature=1 150 160 split_gain=1.22309 1.80125 1.21192 threshold=0.094405000000000003 0.088380000000000014 0.031805000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00096856078631484867 0.0011202656450635721 -0.017805037721036983 0.012922384290575833 leaf_weight=21.227293288744708 17.632600650054886 2.915123353341186 4.4593829822506441 leaf_count=1608 602 107 124 internal_value=0 -0.00307432 0.00355574 internal_weight=0 24.1424 22.092 internal_count=2441 1715 726 is_linear=0 shrinkage=0.0204111 Tree=9875 num_leaves=4 num_cat=0 split_feature=12 43 15 split_gain=1.14693 1.03895 0.272578 threshold=0.12477500000000001 -0.18545499999999995 -0.11949999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010305544964757335 -0.024549972556428202 0.00029215866138972911 -0.0064766094255514304 leaf_weight=4.7130231533496945 0.71296503464691341 41.060387091708435 0.79165934895490753 leaf_count=124 13 2267 68 internal_value=0 0.00134581 -0.0161479 internal_weight=0 45.7734 1.50462 internal_count=2472 2391 81 is_linear=0 shrinkage=0.0204111 Tree=9876 num_leaves=4 num_cat=0 split_feature=160 156 13 split_gain=0.875428 0.832928 0.039818 threshold=-0.40446999999999994 0.11815500000000002 0.0024700000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039755137799004183 1.6649089668406288e-05 -0.00036508154608556545 -0.00011969966580932217 leaf_weight=0.75929172485223162 46.805689359820121 0.82187978616570845 0.2298075261927579 leaf_count=161 2183 75 31 internal_value=0 9.22099e-06 -0.000351732 internal_weight=0 47.6276 0.989099 internal_count=2450 2258 192 is_linear=0 shrinkage=0.000400217 Tree=9877 num_leaves=3 num_cat=0 split_feature=156 42 split_gain=0.872301 0.901114 threshold=0.11815500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0072668419703772044 -0.020390725814308772 0.0012575464133916428 leaf_weight=5.8149016935699356 0.76454022269103816 40.154295149738573 leaf_count=684 81 1681 internal_value=0 0.000164212 internal_weight=0 45.9692 internal_count=2446 2365 is_linear=0 shrinkage=0.0204111 Tree=9878 num_leaves=3 num_cat=0 split_feature=1374 16 split_gain=1.00818 1.02251 threshold=-0.094929999999999987 -0.066784999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01819828002994887 0.0032681466957086747 -0.003059885006430129 leaf_weight=1.2078899617263221 19.971498200948076 22.507549797133493 leaf_count=39 1213 1224 internal_value=0 -8.39944e-05 internal_weight=0 42.479 internal_count=2476 2437 is_linear=0 shrinkage=0.0204111 Tree=9879 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=0.746892 0.939574 threshold=-1.0000000180025095e-35 -0.021334999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003843832217573832 -0.00033133039681931267 1.6791862660177896e-05 leaf_weight=0.74542823043566286 1.1642517246073101 46.0331938228029 leaf_count=67 26 2376 internal_value=0 7.44065e-06 internal_weight=0 47.1974 internal_count=2469 2402 is_linear=0 shrinkage=0.000400217 Tree=9880 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=1.63571 1.48033 1.22157 threshold=-0.0044549999999999998 0.081465000000000024 -0.51412499999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017792601281698222 0.018651271081024223 0.0059513251842838559 0.00082926784471059245 leaf_weight=3.4989947706580997 1.5604374263784837 1.503434084854234 38.596801244761423 leaf_count=541 15 127 1738 internal_value=0 -0.0106825 0.00157173 internal_weight=0 5.00243 40.1572 internal_count=2421 668 1753 is_linear=0 shrinkage=0.0204111 Tree=9881 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=0.8874 1.43002 threshold=-0.080359999999999987 0.062655000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019140522976643592 -0.00050237043777084185 -0.023948039889172962 leaf_weight=0.8125059399753799 46.294235754697752 0.99798812342555621 leaf_count=9 2405 81 internal_value=0 -0.00105253 internal_weight=0 47.2922 internal_count=2495 2486 is_linear=0 shrinkage=0.0204111 Tree=9882 num_leaves=4 num_cat=0 split_feature=42 43 12 split_gain=1.00466 1.14754 0.970631 threshold=-1.0000000180025095e-35 -0.51412499999999983 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062798058456964745 0.017601232024621966 0.001305232358944176 -0.018364319450453151 leaf_weight=3.4705223694327278 1.7733019948936988 40.686934498685901 1.9375219033216806 leaf_count=106 20 1793 555 internal_value=0 0.00203032 -0.00722593 internal_weight=0 42.4602 5.40804 internal_count=2474 1813 661 is_linear=0 shrinkage=0.0204111 Tree=9883 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=1.05484 0.950634 0.773506 threshold=-0.24185499999999996 -0.10674499999999999 -0.46596499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.6186929656241882e-05 5.5325794063627267e-05 -6.2588199406958344e-05 0.00032929702404885204 leaf_weight=1.2678151744039499 20.297643004711745 23.522751458532639 2.5789152349661881 leaf_count=39 386 1864 168 internal_value=0 -7.96853e-06 0.000207738 internal_weight=0 43.8204 3.84673 internal_count=2457 2250 207 is_linear=0 shrinkage=0.000400217 Tree=9884 num_leaves=4 num_cat=0 split_feature=15 51 133 split_gain=1.06186 1.18898 1.04716 threshold=-0.24269999999999997 0.11144500000000002 0.11253500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034389082367048237 4.2105706420625026e-06 -0.00021979924009163037 -0.00040220593928403867 leaf_weight=2.6523842781148228 40.446534614988309 0.68176947416213796 0.92959399343180749 leaf_count=178 2004 13 282 internal_value=0 0.000225231 -5.98118e-06 internal_weight=0 3.33415 41.3761 internal_count=2477 191 2286 is_linear=0 shrinkage=0.000400217 Tree=9885 num_leaves=4 num_cat=0 split_feature=131 51 15 split_gain=1.23023 0.957331 0.439936 threshold=0.092225000000000015 -0.24953999999999996 -0.14015999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038844067499006383 0.00014274707792623958 9.0530655150833838e-06 -0.00037388425972337453 leaf_weight=0.88119405111956339 0.24584995684017519 42.411750378333295 1.8206998680561799 leaf_count=91 38 2106 224 internal_value=0 -1.87628e-08 -0.000308245 internal_weight=0 43.2929 2.06655 internal_count=2459 2197 262 is_linear=0 shrinkage=0.000400217 Tree=9886 num_leaves=4 num_cat=0 split_feature=2 42 475 split_gain=1.42986 1.31004 0.833321 threshold=0.097940000000000013 0.090310000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0048211817547432522 -0.009299803746594195 0.0074445873541637538 0.0056866180029256407 leaf_weight=22.222845751996605 1.5899135076851987 4.2276875333391208 17.970188214716927 leaf_count=1343 127 407 632 internal_value=0 -0.00283758 0.00442247 internal_weight=0 26.4505 19.5601 internal_count=2509 1750 759 is_linear=0 shrinkage=0.0204111 Tree=9887 num_leaves=4 num_cat=0 split_feature=4 160 12 split_gain=1.71599 1.1588 0.508558 threshold=-0.49367499999999992 -0.091944999999999985 -0.077034999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00099423509362752218 -0.010221806946766242 0.0020401178055876497 -0.022803683447443494 leaf_weight=0.62002993817441199 3.3718233235098287 41.02026141695228 1.5715263983729517 leaf_count=11 344 1997 112 internal_value=0 0.00108538 -0.0169817 internal_weight=0 44.3921 2.19156 internal_count=2464 2341 123 is_linear=0 shrinkage=0.0204111 Tree=9888 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=0.842294 0.88139 threshold=-1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038732739799073729 -0.00022996031186673263 7.9737200018451979e-06 leaf_weight=0.78052729263572374 2.5262366851384277 45.437554484351949 leaf_count=65 123 2288 internal_value=0 -5.06457e-06 internal_weight=0 47.9638 internal_count=2476 2411 is_linear=0 shrinkage=0.000400217 Tree=9889 num_leaves=4 num_cat=0 split_feature=484 15 160 split_gain=1.04333 1.22488 0.685845 threshold=-0.0068949999999999992 -0.24269999999999997 0.51347500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033688149763833747 0.00021293544360267673 -3.3650743941162645e-05 0.00018890554185672798 leaf_weight=2.4441079262105627 3.4111345103374324 38.274683361772645 0.39576773298676915 leaf_count=373 193 1867 34 internal_value=0 -1.29563e-05 -0.000259221 internal_weight=0 41.6858 2.83988 internal_count=2467 2060 407 is_linear=0 shrinkage=0.000400217 Tree=9890 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=0.959355 1.17781 threshold=-0.084274999999999989 0.094435000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019052650218641665 -0.0042131559740967101 0.0023608485997152584 leaf_weight=0.92283663838315888 21.898987109352902 23.345974241872227 leaf_count=25 1676 747 internal_value=0 -0.000823577 internal_weight=0 45.245 internal_count=2448 2423 is_linear=0 shrinkage=0.0204111 Tree=9891 num_leaves=4 num_cat=0 split_feature=43 0 42 split_gain=1.32347 1.29929 0.995735 threshold=-0.18545499999999995 0.15425000000000003 -0.11377999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012296086006535948 4.9827432942993477e-06 -0.00029508873972436547 0.00028903896039310947 leaf_weight=1.1398138864187783 39.646337351783586 2.3421679367529569 4.102528894574788 leaf_count=52 2274 41 97 internal_value=0 -1.24959e-05 0.000198762 internal_weight=0 41.9885 5.24234 internal_count=2464 2315 149 is_linear=0 shrinkage=0.000400217 Tree=9892 num_leaves=4 num_cat=0 split_feature=457 151 1 split_gain=1.38923 0.82857 0.688329 threshold=-0.0046349999999999994 -0.51118499999999989 0.10980000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016685654485494437 -0.019150504559113771 0.001836318910108365 0.0016656612613564483 leaf_weight=2.6684453332018161 0.68634655118671517 44.505973036063551 1.2000824234564786 leaf_count=169 40 2238 35 internal_value=0 0.00147104 -0.011106 internal_weight=0 45.1923 3.86853 internal_count=2482 2278 204 is_linear=0 shrinkage=0.0204111 Tree=9893 num_leaves=4 num_cat=0 split_feature=52 1 15 split_gain=1.3593 1.3973 0.188338 threshold=-0.29521499999999995 0.13662500000000002 -0.086069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0141797225454258e-05 -1.7660858372554232e-05 0.00033813461128389153 -0.00039497752451785598 leaf_weight=0.20028649248615682 43.077318143413891 1.7314974194932791 1.5612846559579328 leaf_count=26 2070 118 247 internal_value=0 -3.1037e-06 -0.000351063 internal_weight=0 44.8088 1.76157 internal_count=2461 2188 273 is_linear=0 shrinkage=0.000400217 Tree=9894 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=1.1008 1.05343 0.840904 threshold=0.12419000000000001 0.12879500000000002 0.096925000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4073047766116741e-05 0.016810138471744032 -0.019493215258781994 0.00067221426192472613 leaf_weight=41.767935170121177 2.7750204145031594 1.0690793548477575 2.537009140509781 leaf_count=2231 70 31 156 internal_value=0 -0.000483314 0.0092757 internal_weight=0 42.837 5.31203 internal_count=2488 2262 226 is_linear=0 shrinkage=0.0204111 Tree=9895 num_leaves=3 num_cat=0 split_feature=160 43 split_gain=0.90647 0.98125 threshold=-0.40446999999999994 -0.048759999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020345148738909732 0.0033696925722770709 -0.0028706853729097699 leaf_weight=0.88009439954544078 16.318833170405696 28.967476816359522 leaf_count=190 1049 1243 internal_value=0 -0.000619213 internal_weight=0 45.2863 internal_count=2482 2292 is_linear=0 shrinkage=0.0204111 Tree=9896 num_leaves=3 num_cat=0 split_feature=10 43 split_gain=1.07676 0.969136 threshold=0.058500000000000003 0.095890000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0022843486994956522 0.018853551853069896 0.0074595116241490556 leaf_weight=39.854054345745794 1.0264430611678097 4.649322549805901 leaf_count=2172 51 233 internal_value=0 -0.00125023 internal_weight=0 44.5034 internal_count=2456 2405 is_linear=0 shrinkage=0.0204111 Tree=9897 num_leaves=4 num_cat=0 split_feature=484 12 12 split_gain=1.14258 1.01539 0.831655 threshold=-0.0068949999999999992 0.11610500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018467266749304709 3.6011746918502245e-05 -0.00025314163947840189 -0.00032701522771103053 leaf_weight=0.55734400182973365 40.973045164997529 1.9306642496608208 2.4429827680526151 leaf_count=20 1966 98 375 internal_value=0 2.23748e-05 -0.000228739 internal_weight=0 42.9037 3.00033 internal_count=2459 2064 395 is_linear=0 shrinkage=0.000400217 Tree=9898 num_leaves=3 num_cat=0 split_feature=43 133 split_gain=1.0937 1.05624 threshold=-0.50992999999999988 0.083810000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012170504190349551 -0.0030930322472553892 0.0056923885320907955 leaf_weight=2.3897905704943687 36.133221156662557 6.6594784044673352 leaf_count=41 1654 795 internal_value=0 -0.00171454 internal_weight=0 42.7927 internal_count=2490 2449 is_linear=0 shrinkage=0.0204111 Tree=9899 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.17312 1.62207 threshold=-0.5356749999999999 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019578036488811408 0.021778966068719437 -0.00064553322278061058 leaf_weight=1.1956660791402089 1.2735213325295252 44.625692797378861 leaf_count=25 35 2453 internal_value=0 2.81425e-05 internal_weight=0 45.8992 internal_count=2513 2488 is_linear=0 shrinkage=0.0204111 Tree=9900 num_leaves=4 num_cat=0 split_feature=16 16 49 split_gain=1.4003 2.65413 1.27366 threshold=-0.066784999999999983 -0.014034999999999997 0.27570000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9460690166604937e-05 -0.00037802780145357605 7.1443057348979981e-07 -0.00032363716967227893 leaf_weight=23.677175300668186 3.3978752535109633 19.041649888651932 1.0893457364290942 leaf_count=1228 259 947 22 internal_value=0 -5.82283e-05 7.94781e-05 internal_weight=0 22.4395 24.7665 internal_count=2456 1206 1250 is_linear=0 shrinkage=0.000400217 Tree=9901 num_leaves=4 num_cat=0 split_feature=14 13 3 split_gain=0.953055 0.900749 0.20317 threshold=0.076175000000000007 -0.084024999999999975 -0.013714999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011972346937381657 -0.00046302039383419412 -3.7523924256860181e-06 -0.00013213373359687318 leaf_weight=13.135595058823581 0.57009859748723102 33.102682168434512 0.75726379833213175 leaf_count=681 60 1676 28 internal_value=0 3.15297e-05 -0.000299212 internal_weight=0 46.2383 1.32736 internal_count=2445 2357 88 is_linear=0 shrinkage=0.000400217 Tree=9902 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=1.2851 2.78703 1.59291 threshold=0.079805000000000015 -0.074204999999999979 -0.20282499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019557375894446973 -0.015941499498146054 0.00013472711676301463 0.0017192487945744757 leaf_weight=4.6414159136643311 2.1768540549892341 8.0868344024283925 30.1239279396641 leaf_count=1032 140 297 1005 internal_value=0 -0.00715401 0.000478076 internal_weight=0 12.7283 32.3008 internal_count=2474 1329 1145 is_linear=0 shrinkage=0.0204111 Tree=9903 num_leaves=3 num_cat=0 split_feature=1210 1373 split_gain=0.900884 0.871193 threshold=-0.080364999999999978 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019825962711690924 0.0021305228915387935 -0.017392633004778786 leaf_weight=0.71079421646390883 45.468047484442309 0.86150308665673847 leaf_count=109 2309 22 internal_value=0 0.00172643 internal_weight=0 46.3296 internal_count=2440 2331 is_linear=0 shrinkage=0.0204111 Tree=9904 num_leaves=4 num_cat=0 split_feature=14 1213 2 split_gain=1.09494 0.903093 0.0109974 threshold=0.076175000000000007 -0.080769999999999995 0.093045000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038555264314433542 -0.00046270648863284026 6.7739978230882737e-06 -0.00024017335809328343 leaf_weight=0.84810897094075599 0.56096695525889007 44.358302054677097 0.56998048725722583 leaf_count=246 55 2156 26 internal_value=0 -1.52076e-06 -0.000382292 internal_weight=0 45.2064 1.13095 internal_count=2483 2402 81 is_linear=0 shrinkage=0.000400217 Tree=9905 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=1.00267 1.05002 threshold=0.27266500000000005 -0.21368999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019863437387220161 -0.0003520265786203222 -1.8230339990543707e-05 leaf_weight=3.80195765396138 1.2185292036847375 41.324330863179512 leaf_count=114 37 2328 internal_value=0 4.87248e-07 internal_weight=0 45.1263 internal_count=2479 2442 is_linear=0 shrinkage=0.000400217 Tree=9906 num_leaves=4 num_cat=0 split_feature=1213 51 475 split_gain=1.00901 0.94505 0.887123 threshold=-1.0000000180025095e-35 0.094405000000000017 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029748240621370699 -8.2666936765388344e-06 0.00015798298001291674 -0.00039907399843925749 leaf_weight=0.27114310860633839 38.441118497907382 6.2729599659364785 1.5186396854988959 leaf_count=2 1837 256 389 internal_value=0 1.53929e-05 -0.000282247 internal_weight=0 44.7141 1.78978 internal_count=2484 2093 391 is_linear=0 shrinkage=0.000400217 Tree=9907 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=0.819484 0.986662 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035798568695134776 0.00047963728545858265 1.4663850542730251e-05 leaf_weight=0.81393715729063743 0.63163891539443184 43.852346434834431 leaf_count=228 3 2223 internal_value=0 2.24538e-05 internal_weight=0 44.484 internal_count=2454 2226 is_linear=0 shrinkage=0.000400217 Tree=9908 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=0.882384 1.16614 threshold=-0.52082499999999987 -0.54165499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019557748491156352 0.018509070357122105 8.8592135148885093e-05 leaf_weight=0.80362798338649 1.3671053827529238 44.835227705001785 leaf_count=39 61 2358 internal_value=0 0.000677075 internal_weight=0 46.2023 internal_count=2458 2419 is_linear=0 shrinkage=0.0204111 Tree=9909 num_leaves=3 num_cat=0 split_feature=38 1456 split_gain=0.905545 0.872206 threshold=0.10208000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.1492361206504468e-05 -0.00036471818501736643 -0.00030181275068642507 leaf_weight=45.744616972372455 0.8763859683094769 1.1815799603828043 leaf_count=2221 27 211 internal_value=0 2.24014e-05 internal_weight=0 46.9262 internal_count=2459 2432 is_linear=0 shrinkage=0.000400217 Tree=9910 num_leaves=4 num_cat=0 split_feature=484 448 1 split_gain=0.962814 0.874966 0.460171 threshold=-0.082244999999999985 -0.083859999999999976 0.11695500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021513895258153962 -0.01709295995612168 0.0010308545285989379 0.0032249980286665992 leaf_weight=1.1269203929680305 1.0271067076610041 43.157207306530495 0.38375263818306837 leaf_count=230 37 2193 11 internal_value=0 0.000567408 -0.0154406 internal_weight=0 44.1843 1.51067 internal_count=2471 2230 241 is_linear=0 shrinkage=0.0204111 Tree=9911 num_leaves=3 num_cat=0 split_feature=16 15 split_gain=0.879421 0.894998 threshold=-0.55433999999999994 -0.24269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043176987843176421 0.0002286344514919732 2.3282830425374287e-05 leaf_weight=0.53371346244784845 3.562733665599807 45.995982693572955 leaf_count=26 186 2257 internal_value=0 3.85275e-05 internal_weight=0 49.5587 internal_count=2469 2443 is_linear=0 shrinkage=0.000400217 Tree=9912 num_leaves=4 num_cat=0 split_feature=15 1 15 split_gain=1.64349 1.4066 1.21288 threshold=0.084050000000000014 0.11239500000000001 0.082980000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.7848793298408927e-06 -0.00042050407581857395 6.4992775654251823e-05 0.00043170966069957942 leaf_weight=41.278612580088179 2.5450707990510177 1.4510743741266194 0.99289374588988621 leaf_count=1598 793 29 46 internal_value=0 -0.000247245 1.78798e-05 internal_weight=0 3.99615 42.2715 internal_count=2466 822 1644 is_linear=0 shrinkage=0.000400217 Tree=9913 num_leaves=3 num_cat=0 split_feature=31 46 split_gain=0.876785 0.796459 threshold=-1.0000000180025095e-35 0.081930000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019659188545356768 -0.00019901564689926159 -0.017485639177550662 leaf_weight=0.79352878886311273 45.789090522648735 1.0261005843931332 leaf_count=67 2432 43 internal_value=0 -0.000618722 internal_weight=0 46.8152 internal_count=2542 2475 is_linear=0 shrinkage=0.0204111 Tree=9914 num_leaves=4 num_cat=0 split_feature=4 1447 40 split_gain=1.50778 0.880923 0.422102 threshold=-0.49367499999999992 -1.0000000180025095e-35 -0.012109999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.2907790998014613e-05 -0.00029563698950053067 1.7474489955938518e-05 -0.00044273520536520621 leaf_weight=0.6673422402236614 1.3758672731423747 44.00655373724112 1.4592619465911401 leaf_count=18 234 2119 107 internal_value=0 7.27759e-06 -0.00032917 internal_weight=0 45.3824 2.1266 internal_count=2478 2353 125 is_linear=0 shrinkage=0.000400217 Tree=9915 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=0.860075 0.993544 threshold=-0.27336999999999995 0.11012500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029383476534559493 1.663333307737651e-05 0.00023761357225733778 leaf_weight=1.2139560893839405 44.025679939449446 3.4096575804869635 leaf_count=63 2263 140 internal_value=0 3.30396e-05 internal_weight=0 47.4353 internal_count=2466 2403 is_linear=0 shrinkage=0.000400217 Tree=9916 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=1.16737 1.36193 threshold=-0.14917999999999998 -0.088729999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01311184176631648 -0.015234563355462374 0.00077783523522177624 leaf_weight=2.8769140282747676 2.2249880578092407 41.600757615683278 leaf_count=72 60 2329 internal_value=0 -7.18488e-05 internal_weight=0 43.8257 internal_count=2461 2389 is_linear=0 shrinkage=0.0204111 Tree=9917 num_leaves=3 num_cat=0 split_feature=148 1429 split_gain=0.930166 0.98661 threshold=-0.084449999999999983 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014843409668267365 -0.021430807572894731 0.001268869934610981 leaf_weight=1.513112333635944 0.70023697496981085 45.069621521459908 leaf_count=59 121 2296 internal_value=0 0.000870134 internal_weight=0 45.7699 internal_count=2476 2417 is_linear=0 shrinkage=0.0204111 Tree=9918 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=1.08021 1.863 1.34336 threshold=-0.084024999999999975 -0.084169999999999981 -0.037429999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5946783308348309e-05 -0.00026394722484917075 0.000547309976615406 7.353965331848687e-08 leaf_weight=12.689373846304532 3.3569007153122383 1.2622086499322893 28.025161145849438 leaf_count=698 597 14 1127 internal_value=0 0.000104404 -2.90064e-05 internal_weight=0 13.9516 31.3821 internal_count=2436 712 1724 is_linear=0 shrinkage=0.000400217 Tree=9919 num_leaves=3 num_cat=0 split_feature=156 160 split_gain=1.03272 0.997149 threshold=0.11815500000000002 -0.091944999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00016494403786472545 -0.00040929602481518758 4.4916645492898595e-05 leaf_weight=3.8391707657179941 0.76971223933560295 44.321859212710024 leaf_count=365 69 2043 internal_value=0 2.78438e-05 internal_weight=0 48.161 internal_count=2477 2408 is_linear=0 shrinkage=0.000400217 Tree=9920 num_leaves=4 num_cat=0 split_feature=48 44 2 split_gain=1.12608 0.941142 0.218556 threshold=0.12879500000000002 0.081805000000000017 0.13106000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6112870078269994e-05 -0.00033923579696170644 -0.00038223426837992892 -0.00011327257878642015 leaf_weight=42.30527397427602 1.3247487893427199 0.76773306018730991 1.6458374648937022 leaf_count=2384 31 31 47 internal_value=0 2.76845e-05 -0.000222704 internal_weight=0 43.073 2.97059 internal_count=2493 2415 78 is_linear=0 shrinkage=0.000400217 Tree=9921 num_leaves=3 num_cat=0 split_feature=156 148 split_gain=0.86178 0.780732 threshold=-1.0000000180025095e-35 -0.084449999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036480498099607673 -0.00025163728566888257 3.6186690788324412e-05 leaf_weight=0.80748900466323803 1.4512137768688251 44.685752535222036 leaf_count=141 57 2256 internal_value=0 2.6546e-05 internal_weight=0 46.137 internal_count=2454 2313 is_linear=0 shrinkage=0.000400217 Tree=9922 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=0.983706 1.37039 1.00659 threshold=0.060835000000000007 0.084805000000000019 -0.081429999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0059527824576077904 0.020422115034481214 0.0028072043969531784 -0.002564895568835403 leaf_weight=7.2380460305794214 2.1156967521678771 10.874935849228448 26.970414955736604 leaf_count=160 74 772 1442 internal_value=0 0.00582603 -0.00074913 internal_weight=0 12.9906 34.2085 internal_count=2448 846 1602 is_linear=0 shrinkage=0.0204111 Tree=9923 num_leaves=3 num_cat=0 split_feature=156 42 split_gain=0.887585 0.871388 threshold=-1.0000000180025095e-35 -0.40186499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018613958333669273 -0.020360363567462389 0.0020779061610314942 leaf_weight=0.8001487056787927 0.6214133107168881 45.237159227444636 leaf_count=133 9 2307 internal_value=0 0.001725 internal_weight=0 45.8586 internal_count=2449 2316 is_linear=0 shrinkage=0.0204111 Tree=9924 num_leaves=4 num_cat=0 split_feature=47 150 3 split_gain=1.04773 1.19807 0.960957 threshold=0.10783500000000001 -0.17852999999999997 0.10681000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034466971507664539 0.00026164074696618275 -3.7712394599045883e-05 -6.0922721901865492e-05 leaf_weight=1.2468502081464965 4.0996154532149367 38.745891803020754 2.2246704895514995 leaf_count=19 108 2288 46 internal_value=0 -2.48619e-05 0.000149088 internal_weight=0 39.9927 6.32429 internal_count=2461 2307 154 is_linear=0 shrinkage=0.000400217 Tree=9925 num_leaves=4 num_cat=0 split_feature=0 2 2 split_gain=0.835479 2.20272 1.15439 threshold=-0.10674499999999999 0.10855000000000002 0.083195000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021559199246427404 -0.00011996678026488521 0.00015378360804410804 -9.9732376408995065e-07 leaf_weight=5.1247608648427585 19.588477447292124 6.0822622245036646 15.933019121955224 leaf_count=70 1688 351 362 internal_value=0 -5.47199e-05 5.25748e-05 internal_weight=0 25.6707 21.0578 internal_count=2471 2039 432 is_linear=0 shrinkage=0.000400217 Tree=9926 num_leaves=4 num_cat=0 split_feature=50 47 48 split_gain=0.999174 1.09588 0.78811 threshold=0.096640000000000018 0.13148500000000005 0.13077000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00094300347833143141 -0.0189891605263856 -0.016283768821412869 0.005342860353770849 leaf_weight=42.817217653568378 1.8967992554204323 1.4837316270468353 0.70865559857338656 leaf_count=2090 307 30 25 internal_value=0 0.000326445 -0.0124237 internal_weight=0 44.3009 2.60545 internal_count=2452 2120 332 is_linear=0 shrinkage=0.0204111 Tree=9927 num_leaves=3 num_cat=0 split_feature=3 42 split_gain=1.0355 1.00889 threshold=-0.48702499999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016109953216005612 -0.0077767684996364276 0.0013437172565556625 leaf_weight=1.5668873447139038 5.6594942449492001 40.475354726556134 leaf_count=24 651 1799 internal_value=0 0.000208762 internal_weight=0 46.1348 internal_count=2474 2450 is_linear=0 shrinkage=0.0204111 Tree=9928 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=1.506 0.765649 threshold=-0.43429999999999996 0.3138450000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051216332669259512 -1.4289453300045737e-06 0.0003216995360556879 leaf_weight=0.80050268738386776 44.385590075571486 1.0944822031306092 leaf_count=13 2388 19 internal_value=0 7.11812e-06 internal_weight=0 45.4801 internal_count=2420 2407 is_linear=0 shrinkage=0.000400217 Tree=9929 num_leaves=4 num_cat=0 split_feature=42 49 3 split_gain=0.965457 1.95794 0.85715 threshold=0.091735000000000025 -0.015974999999999996 0.081025000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026993158147627485 0.010018689883450732 -0.01579828377371658 -0.003246346502550432 leaf_weight=24.219292401003713 1.6194511225112362 4.2068854630788328 17.16115297682677 leaf_count=1614 56 471 338 internal_value=0 -0.00856876 0.000231445 internal_weight=0 5.82634 41.3804 internal_count=2479 527 1952 is_linear=0 shrinkage=0.0204111 Tree=9930 num_leaves=3 num_cat=0 split_feature=2 48 split_gain=1.11493 1.24408 threshold=0.15669500000000003 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.3006576851424912e-05 0.00035853336075531209 -0.00032321206458514227 leaf_weight=40.426455368773986 0.98596121560103611 2.4045134929344831 leaf_count=2335 69 62 internal_value=0 -5.00988e-05 internal_weight=0 42.831 internal_count=2466 2397 is_linear=0 shrinkage=0.000400217 Tree=9931 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=1.06421 0.816216 threshold=0.26937000000000005 -0.081449999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.8329094307701067e-05 -0.00034836937686322938 -3.3864247443154047e-05 leaf_weight=11.445768820499437 1.3726619537856084 36.009319087838321 leaf_count=599 49 1834 internal_value=0 -4.25369e-06 internal_weight=0 47.4551 internal_count=2482 2433 is_linear=0 shrinkage=0.000400217 Tree=9932 num_leaves=4 num_cat=0 split_feature=131 13 12 split_gain=1.06031 0.998744 0.95681 threshold=0.092225000000000015 -0.084024999999999975 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0056323070686390012 0.0064745554952628367 -0.00099617073796391393 -0.020264546444006565 leaf_weight=13.168485185842654 0.7302717433576621 32.921305240005154 1.7603772979300618 leaf_count=701 37 1538 237 internal_value=0 0.000906736 -0.0124832 internal_weight=0 46.0898 2.49065 internal_count=2513 2239 274 is_linear=0 shrinkage=0.0204111 Tree=9933 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=0.907822 1.71256 threshold=-0.28286499999999998 0.27626000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003298723616097468 -1.3226964528894694e-05 0.00020733631048512602 leaf_weight=1.1159673014881253 38.666217254859589 6.4871601636282312 leaf_count=54 2141 267 internal_value=0 1.88957e-05 internal_weight=0 45.1534 internal_count=2462 2408 is_linear=0 shrinkage=0.000400217 Tree=9934 num_leaves=4 num_cat=0 split_feature=147 130 150 split_gain=1.14496 0.786829 0.222483 threshold=0.089365000000000014 -0.23984999999999998 0.087790000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045509405940002143 0.00011420262179755174 1.9857580204822256e-05 0.00035615280035115161 leaf_weight=0.45405813460092659 1.1206169213910464 43.588247433296146 1.7581212852746828 leaf_count=14 40 2355 59 internal_value=0 1.38194e-05 0.00026977 internal_weight=0 44.0423 2.87874 internal_count=2468 2369 99 is_linear=0 shrinkage=0.000400217 Tree=9935 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=1.36573 1.19682 threshold=0.076175000000000007 -0.09194999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0071436962445718798 -0.021127339791264535 -0.00087066256707072623 leaf_weight=9.8398629299590521 1.0927383147333092 35.209980284773224 leaf_count=329 78 2048 internal_value=0 0.000893218 internal_weight=0 45.0498 internal_count=2455 2377 is_linear=0 shrinkage=0.0204111 Tree=9936 num_leaves=4 num_cat=0 split_feature=2 1 2 split_gain=0.801548 1.45637 1.04851 threshold=0.098240000000000008 1.0000000180025095e-35 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0091966418235207119 0.017904061613674131 0.0014255783557277474 0.0024088326326166683 leaf_weight=7.1744828377502499 1.9253394139630042 20.439289547033127 17.573918630936987 leaf_count=954 60 768 699 internal_value=0 -0.00136023 0.0040323 internal_weight=0 27.6138 19.4993 internal_count=2481 1722 759 is_linear=0 shrinkage=0.0204111 Tree=9937 num_leaves=4 num_cat=0 split_feature=3 12 3 split_gain=0.948133 1.32193 0.744057 threshold=0.12300500000000002 0.084045000000000022 0.26577500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0823987918579755e-05 -0.00022112917970204708 -6.4118749348015562e-05 8.2890529215824281e-05 leaf_weight=25.635526418324844 4.6792990894573441 16.458283043216852 1.6963508224744144 leaf_count=686 60 1610 108 internal_value=0 2.4133e-05 -0.000140205 internal_weight=0 42.0938 6.37565 internal_count=2464 2296 168 is_linear=0 shrinkage=0.000400217 Tree=9938 num_leaves=4 num_cat=0 split_feature=16 48 48 split_gain=1.25742 1.67405 1.48164 threshold=-0.15135499999999999 0.11926500000000002 0.091545000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011991528723592635 -0.00011024799538412848 -0.00030958186425244225 9.2859449530161508e-05 leaf_weight=14.311681258429415 23.6079667997268 1.508947527850977 7.5005075657267062 leaf_count=371 1790 26 251 internal_value=0 7.70628e-05 -6.11197e-05 internal_weight=0 15.8206 31.1085 internal_count=2438 397 2041 is_linear=0 shrinkage=0.000400217 Tree=9939 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=1.6497 1.84426 1.50943 threshold=0.084045000000000022 -0.12118 -0.019499999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020639903930176832 5.9495127051331741e-05 -0.0002088212495875069 1.8127364519800213e-07 leaf_weight=7.8567978741048163 6.8772770049682803 9.9145200322064948 19.840850196766951 leaf_count=288 185 1489 531 internal_value=0 -9.9263e-05 5.92731e-05 internal_weight=0 16.7918 27.6976 internal_count=2493 1674 819 is_linear=0 shrinkage=0.000400217 Tree=9940 num_leaves=4 num_cat=0 split_feature=457 3 45 split_gain=1.25627 1.04591 0.948072 threshold=0.080930000000000016 0.090810000000000016 -0.080359999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019075380763417443 -0.0014806300378507893 0.013970054010343649 -0.0021411212282613748 leaf_weight=0.7874702699482431 3.1064908047997042 4.2468257993405132 36.949650798510902 leaf_count=8 143 60 2240 internal_value=0 0.00751843 -0.00164327 internal_weight=0 7.35332 37.7371 internal_count=2451 203 2248 is_linear=0 shrinkage=0.0204111 Tree=9941 num_leaves=4 num_cat=0 split_feature=484 40 148 split_gain=1.17246 1.00113 0.920777 threshold=-0.0068949999999999992 -0.0089699999999999988 -0.084449999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011141743807536504 -0.01288715499880091 -0.016125830104683114 0.0036802081614111691 leaf_weight=0.64516155984893009 1.3351929403288512 2.2831665767762379 44.481777204309424 leaf_count=18 50 385 2031 internal_value=0 -0.00992923 0.00316716 internal_weight=0 2.92833 45.817 internal_count=2484 403 2081 is_linear=0 shrinkage=0.0204111 Tree=9942 num_leaves=4 num_cat=0 split_feature=16 13 42 split_gain=1.20777 2.00438 1.49396 threshold=0.22564000000000003 0.16044000000000003 0.10663500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9333689166532291e-05 -0.00027094423916225111 -0.0003544983381044712 0.00028909018303735473 leaf_weight=37.600611960505034 4.5823617340142837 2.0784023371502363 0.81566630068527946 leaf_count=2000 319 104 30 internal_value=0 1.77651e-05 -0.000182166 internal_weight=0 39.679 5.39803 internal_count=2453 2104 349 is_linear=0 shrinkage=0.000400217 Tree=9943 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=1.0108 1.68101 1.44457 threshold=1.0000000180025095e-35 -0.059114999999999994 0.081025000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013991002888940701 0.0058066985112733525 0.0010645719657202139 -0.0026243534579863162 leaf_weight=4.9256048528285401 18.279776731674019 7.9529591790924314 15.597070644395897 leaf_count=1126 873 130 324 internal_value=0 -0.00476462 0.00192914 internal_weight=0 12.8786 33.8768 internal_count=2453 1256 1197 is_linear=0 shrinkage=0.0204111 Tree=9944 num_leaves=4 num_cat=0 split_feature=403 3 15 split_gain=0.874909 0.846027 0.0498407 threshold=-0.092224999999999988 -0.084024999999999975 -0.14719999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018131689002929081 0.0048167929699452364 -0.00090268146752814479 -0.018665168179633027 leaf_weight=0.10657948465814115 16.616049059890202 30.198006696184279 0.88843242964321589 leaf_count=16 760 1396 281 internal_value=0 0.00113402 -0.0172261 internal_weight=0 46.8141 0.995012 internal_count=2453 2156 297 is_linear=0 shrinkage=0.0204111 Tree=9945 num_leaves=3 num_cat=0 split_feature=1456 151 split_gain=1.03483 0.660715 threshold=-1.0000000180025095e-35 -0.27336999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038149551238927481 -0.00031479556913138193 9.0647295845936248e-06 leaf_weight=1.0451434448451653 0.92032853314049035 44.602829404631848 leaf_count=226 59 2164 internal_value=0 1.76104e-06 internal_weight=0 45.5232 internal_count=2449 2223 is_linear=0 shrinkage=0.000400217 Tree=9946 num_leaves=4 num_cat=0 split_feature=52 4 1374 split_gain=0.844012 1.52218 0.889968 threshold=-0.047889999999999995 -0.080924999999999983 -0.094929999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017392130059341738 7.1759656752752186e-05 -0.00011495136877072395 0.0001016811682944005 leaf_weight=2.0631475497502825 10.79222906414225 19.449162455037595 13.905044007507625 leaf_count=20 494 1207 735 internal_value=0 -4.8301e-05 6.51093e-05 internal_weight=0 30.2414 15.9682 internal_count=2456 1701 755 is_linear=0 shrinkage=0.000400217 Tree=9947 num_leaves=3 num_cat=0 split_feature=13 31 split_gain=1.03154 0.797357 threshold=0.27266500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019512373964223985 -0.019949703311921675 -0.00033410339976310558 leaf_weight=0.74717237574986839 0.99002473228028876 45.835049350424697 leaf_count=69 31 2355 internal_value=0 3.02566e-05 internal_weight=0 46.5822 internal_count=2455 2424 is_linear=0 shrinkage=0.0204111 Tree=9948 num_leaves=3 num_cat=0 split_feature=1375 157 split_gain=0.908433 0.926701 threshold=-0.53764999999999985 -0.076494999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020581231132758157 0.0065969214630402229 -0.0019883510271642155 leaf_weight=0.72970105451531608 5.9506817990820755 38.451251784090914 leaf_count=5 324 2131 internal_value=0 -0.000824066 internal_weight=0 44.4019 internal_count=2460 2455 is_linear=0 shrinkage=0.0204111 Tree=9949 num_leaves=4 num_cat=0 split_feature=47 0 48 split_gain=0.956657 1.54884 1.07891 threshold=0.086380000000000012 -0.016664999999999996 0.12649500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.3307580583461268e-05 -0.00016508882423138304 0.00025311006015945253 -0.00029803901705975221 leaf_weight=35.368491157692688 8.6515465545880925 1.5891839213436458 1.3469922296507082 leaf_count=2186 281 25 28 internal_value=0 -9.8156e-05 3.95507e-05 internal_weight=0 10.2407 36.7155 internal_count=2520 306 2214 is_linear=0 shrinkage=0.000400217 Tree=9950 num_leaves=4 num_cat=0 split_feature=4 16 50 split_gain=1.30913 1.4204 0.815507 threshold=0.27626000000000001 -0.53015499999999982 0.12024000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026909423544141612 0.012356403142053727 0.00011161097226242959 -0.0079988425565870047 leaf_weight=0.71527129017340385 5.4793646374364462 39.949322542632558 0.88164859451353539 leaf_count=32 253 2137 13 internal_value=0 -0.000436262 0.00944557 internal_weight=0 40.6646 6.36101 internal_count=2435 2169 266 is_linear=0 shrinkage=0.0204111 Tree=9951 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=1.14476 0.902623 0.833523 threshold=0.095890000000000017 -0.084004999999999982 0.092395000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0042200262928018661 0.016157353980064432 -0.0023226701342797178 -0.0049045577449434302 leaf_weight=12.447223809605246 2.9987206932862587 29.121485789219946 0.98734313221575565 leaf_count=598 166 1624 65 internal_value=0 -0.000357469 0.0109489 internal_weight=0 41.5687 3.98606 internal_count=2453 2222 231 is_linear=0 shrinkage=0.0204111 Tree=9952 num_leaves=4 num_cat=0 split_feature=131 42 483 split_gain=1.02014 1.21215 0.795413 threshold=0.089325000000000015 0.098225000000000021 0.080810000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.913937088896317e-05 -0.00034410390883937258 0.00028264864911987334 -0.00020428768985540098 leaf_weight=42.363973131596481 2.2571170568598968 0.53356289614748664 2.1542189529595808 leaf_count=1894 306 26 241 internal_value=0 -0.000217992 2.68771e-05 internal_weight=0 2.79068 44.5182 internal_count=2467 332 2135 is_linear=0 shrinkage=0.000400217 Tree=9953 num_leaves=4 num_cat=0 split_feature=1 2 48 split_gain=0.94425 1.55398 1.19933 threshold=1.0000000180025095e-35 0.086885000000000004 0.086260000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038193246649225447 9.0054255932205349e-05 -2.6284499121402264e-05 -7.6811946177155933e-05 leaf_weight=2.2664607329431865 21.813483161026173 11.516982339805393 9.9669241952351495 leaf_count=368 952 893 255 internal_value=0 -8.73713e-05 3.7636e-05 internal_weight=0 13.7834 31.7804 internal_count=2468 1261 1207 is_linear=0 shrinkage=0.000400217 Tree=9954 num_leaves=4 num_cat=0 split_feature=1 47 48 split_gain=0.986727 1.25241 0.954106 threshold=0.12212000000000002 0.11893500000000001 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7802655103694094e-05 -0.00015966580713814947 -0.00037922989765183033 0.00023749084256079929 leaf_weight=41.299069574830469 1.0876917349105495 1.2009818073706799 5.5264022001379081 leaf_count=2211 22 44 224 internal_value=0 5.61618e-06 0.000170608 internal_weight=0 42.5001 6.61409 internal_count=2501 2255 246 is_linear=0 shrinkage=0.000400217 Tree=9955 num_leaves=3 num_cat=0 split_feature=151 47 split_gain=0.786249 0.786969 threshold=-0.52082499999999987 0.13148500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019403374671083704 0.00098961796606225876 -0.010745999384583902 leaf_weight=0.73909370266073793 46.112386627983255 2.3979763358365735 leaf_count=35 2345 51 internal_value=0 0.00038609 internal_weight=0 48.5104 internal_count=2431 2396 is_linear=0 shrinkage=0.0204111 Tree=9956 num_leaves=4 num_cat=0 split_feature=2 403 43 split_gain=1.39148 1.19926 0.867455 threshold=0.098240000000000008 -1.0000000180025095e-35 0.095890000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034469860511160638 6.276703971417374e-05 -2.3231060915386798e-05 0.00033124848651400711 leaf_weight=1.8948155766094057 16.543039828627801 25.533978261004791 2.0855874898747961 leaf_count=508 651 1178 89 internal_value=0 -4.67495e-05 9.46247e-05 internal_weight=0 27.4288 18.6286 internal_count=2426 1686 740 is_linear=0 shrinkage=0.000400217 Tree=9957 num_leaves=4 num_cat=0 split_feature=484 42 40 split_gain=0.907221 0.821905 0.746906 threshold=-0.0068949999999999992 -0.40186499999999997 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0097501109226239609 -0.019999534338594839 0.0022043975040295892 -0.015150498037382264 leaf_weight=0.55633348450646769 0.59457696815616046 43.640279813959864 2.2134887751658416 leaf_count=16 9 2040 401 internal_value=0 0.0018562 -0.00996457 internal_weight=0 44.2349 2.76982 internal_count=2466 2049 417 is_linear=0 shrinkage=0.0204111 Tree=9958 num_leaves=4 num_cat=0 split_feature=1 0 132 split_gain=1.22403 2.60479 0.903713 threshold=0.077845000000000011 -0.059114999999999994 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015940595229100657 0.00118359215395876 0.001644621160028683 0.015055231085838418 leaf_weight=5.5133046223641022 31.141393552075442 9.2800478156332229 1.9781325419201028 leaf_count=1141 1070 147 110 internal_value=0 -0.00497969 0.00206004 internal_weight=0 14.7934 33.1195 internal_count=2468 1288 1180 is_linear=0 shrinkage=0.0204111 Tree=9959 num_leaves=4 num_cat=0 split_feature=3 3 16 split_gain=0.943351 0.894253 0.0685569 threshold=0.26577500000000004 0.14228500000000002 -0.15135499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9990610003142498e-06 0.00013268886758685761 -0.00028467097696900856 0.00036548358752087299 leaf_weight=42.04003370873761 0.47164103016120851 1.693128308863378 1.0003998579104507 leaf_count=2298 46 24 65 internal_value=0 -8.8366e-06 0.000305548 internal_weight=0 43.7332 1.47204 internal_count=2433 2322 111 is_linear=0 shrinkage=0.000400217 Tree=9960 num_leaves=4 num_cat=0 split_feature=484 151 40 split_gain=1.11462 0.915335 0.601914 threshold=-0.0068949999999999992 -0.27336999999999995 -0.0095299999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0084681891662138319 -0.0150579952328137 0.0024848096339883975 -0.015351476232283782 leaf_weight=0.46593473416578524 1.1643270553073524 44.211376211992615 2.282380807012486 leaf_count=15 56 2007 379 internal_value=0 0.00199871 -0.0111398 internal_weight=0 45.3757 2.74832 internal_count=2457 2063 394 is_linear=0 shrinkage=0.0204111 Tree=9961 num_leaves=4 num_cat=0 split_feature=43 42 157 split_gain=0.967276 1.51518 1.47975 threshold=-0.074459999999999985 -0.108275 -0.072409999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01087828344544978 0.010234054137605855 0.006956457408127812 -0.0034174698504073901 leaf_weight=2.2053946541507257 3.6774598192197372 14.054292035172237 26.029800396025962 leaf_count=95 133 882 1357 internal_value=0 0.00447958 -0.00169547 internal_weight=0 16.2597 29.7073 internal_count=2467 977 1490 is_linear=0 shrinkage=0.0204111 Tree=9962 num_leaves=3 num_cat=0 split_feature=146 3 split_gain=1.2405 0.887733 threshold=0.089495000000000005 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0038699180914040696 -0.026907358385405068 -0.0030214415159561248 leaf_weight=10.084576153207534 0.69789682017289933 32.934445230450706 leaf_count=267 13 2181 internal_value=0 -0.00140011 internal_weight=0 43.019 internal_count=2461 2448 is_linear=0 shrinkage=0.0204111 Tree=9963 num_leaves=4 num_cat=0 split_feature=3 52 12 split_gain=1.85897 1.05184 0.200966 threshold=0.18307500000000002 -0.40306999999999998 -0.041094999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037368962035281308 0.00014831545609594735 -7.0736142371706486e-06 0.00042122189976718692 leaf_weight=1.1790221290625584 0.81752394513705473 43.347005890603214 1.5539393393401031 leaf_count=263 56 2084 60 internal_value=0 -1.76944e-05 0.00033807 internal_weight=0 44.526 2.37146 internal_count=2463 2347 116 is_linear=0 shrinkage=0.000400217 Tree=9964 num_leaves=3 num_cat=0 split_feature=46 124 split_gain=0.931836 1.13064 threshold=0.081930000000000017 -0.079269999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0141315610085184 -0.018028702536761095 3.2476601904974503e-05 leaf_weight=2.3922742327949882 1.0106382026860945 44.080743619125315 leaf_count=162 41 2230 internal_value=0 0.000790471 internal_weight=0 46.473 internal_count=2433 2392 is_linear=0 shrinkage=0.0204111 Tree=9965 num_leaves=4 num_cat=0 split_feature=1213 475 160 split_gain=0.811897 1.18804 0.809113 threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.40446999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032412085767262536 -0.0003401934958142522 -0.00039875742555115005 3.3001405778124458e-05 leaf_weight=0.38246691226959217 0.83782081116680629 1.4514512130341461 47.100614255753044 leaf_count=3 172 375 1912 internal_value=0 -0.000238024 2.57015e-05 internal_weight=0 1.83392 47.9384 internal_count=2462 378 2084 is_linear=0 shrinkage=0.000400217 Tree=9966 num_leaves=3 num_cat=0 split_feature=45 146 split_gain=0.85497 1.07076 threshold=-0.080359999999999987 0.096005000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037465592971871179 -7.1495401594204693e-06 -0.00046456972314095149 leaf_weight=0.80585717037320037 45.269907051856308 0.72294301190413435 leaf_count=9 2463 9 internal_value=0 -1.54503e-05 internal_weight=0 45.9929 internal_count=2481 2472 is_linear=0 shrinkage=0.000400217 Tree=9967 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=1.16946 1.40808 threshold=0.17126500000000003 -0.071899999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0037344251568195526 0.014013044018177431 -0.0034807219790534386 leaf_weight=23.514854723124699 2.6351998139289199 21.432273297852021 leaf_count=1167 25 1287 internal_value=0 0.000293905 internal_weight=0 44.9471 internal_count=2479 2454 is_linear=0 shrinkage=0.0204111 Tree=9968 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=1.23544 2.33633 threshold=0.12879500000000002 -0.12118 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.6596100684600884e-05 -0.00032013844042294175 -0.00010382449446156397 leaf_weight=16.745836608794889 2.3782161066104655 26.519906438601765 leaf_count=339 67 2040 internal_value=0 -3.00897e-05 internal_weight=0 43.2657 internal_count=2446 2379 is_linear=0 shrinkage=0.000400217 Tree=9969 num_leaves=3 num_cat=0 split_feature=150 1447 split_gain=0.885778 1.0982 threshold=-0.22665999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029173319499011939 -0.00034963225551376564 5.7308734275393185e-07 leaf_weight=1.4879918880178582 1.37374337814549 41.406788246207952 leaf_count=20 247 2188 internal_value=0 -1.15558e-05 internal_weight=0 42.7805 internal_count=2455 2435 is_linear=0 shrinkage=0.000400217 Tree=9970 num_leaves=4 num_cat=0 split_feature=1213 15 475 split_gain=0.972176 0.877049 0.846984 threshold=-1.0000000180025095e-35 0.084020000000000025 -0.085719999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014927329548844032 -0.00066844729191019065 0.0078721385121303823 -0.020372426504654841 leaf_weight=0.25882912427186955 36.743585356039375 5.6858415688402593 1.4920897716741581 leaf_count=2 1515 546 390 internal_value=0 0.000493758 -0.0145707 internal_weight=0 42.4294 1.75092 internal_count=2453 2061 392 is_linear=0 shrinkage=0.0204111 Tree=9971 num_leaves=4 num_cat=0 split_feature=3 3 16 split_gain=1.30617 1.06625 0.279182 threshold=0.18307500000000002 0.14228500000000002 -0.020119999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4219539502113258e-05 0.0004157343010219352 -0.00029836876146482422 9.7809036753495075e-05 leaf_weight=42.868623586346871 1.4745518855779667 1.5945245805196453 0.73153579330028051 leaf_count=2315 85 23 27 internal_value=0 1.19306e-05 0.000320127 internal_weight=0 44.4631 2.20609 internal_count=2450 2338 112 is_linear=0 shrinkage=0.000400217 Tree=9972 num_leaves=4 num_cat=0 split_feature=1 160 48 split_gain=1.61777 1.28078 1.15293 threshold=0.11332500000000002 -1.0000000180025095e-35 0.14174500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018735939220901413 0.00019454264113837578 -3.7741392728664844e-06 -0.00018055867843478271 leaf_weight=7.5930906126637856 8.5394973281236144 29.004730026741754 1.4562754920334544 leaf_count=652 330 1450 32 internal_value=0 -4.23186e-05 0.0001385 internal_weight=0 36.5978 9.99577 internal_count=2464 2102 362 is_linear=0 shrinkage=0.000400217 Tree=9973 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=0.942643 0.960452 threshold=-0.49274999999999997 -0.062574999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013287989821810117 -0.0054380431852665539 0.0012250007397815235 leaf_weight=2.0124986236151008 12.366521317222235 32.35295584321932 leaf_count=55 1158 1291 internal_value=0 -0.000626547 internal_weight=0 44.7195 internal_count=2504 2449 is_linear=0 shrinkage=0.0204111 Tree=9974 num_leaves=4 num_cat=0 split_feature=0 48 47 split_gain=1.04999 2.03738 1.67929 threshold=-0.10674499999999999 0.12879500000000002 0.13082500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012878100897504357 -6.5186016565219664e-05 -0.00027829998932299855 0.00026406484528010969 leaf_weight=19.349833787075799 23.732347485588665 2.0854208518345549 2.6586537536936694 leaf_count=403 1995 33 42 internal_value=0 8.7936e-05 -3.10415e-05 internal_weight=0 21.4353 26.391 internal_count=2473 436 2037 is_linear=0 shrinkage=0.000400217 Tree=9975 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=0.849604 0.808741 threshold=0.086000000000000007 0.087830000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017092613728573916 -0.014185123766240917 -0.011167833632377836 leaf_weight=42.962344080629009 1.4549588404406666 2.0214499252496116 leaf_count=2318 69 90 internal_value=0 0.00110431 internal_weight=0 44.9838 internal_count=2477 2408 is_linear=0 shrinkage=0.0204111 Tree=9976 num_leaves=4 num_cat=0 split_feature=484 130 13 split_gain=1.06789 0.810887 0.194192 threshold=-0.082244999999999985 -0.23015999999999995 -0.14863499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016254356589063905 -0.022640460922764484 0.0015365377867391135 -0.02110552734519108 leaf_weight=0.16517860518069938 0.47427274785149975 42.187210878069209 0.97035576082657715 leaf_count=14 22 2213 216 internal_value=0 0.0012092 -0.0179499 internal_weight=0 42.6615 1.13553 internal_count=2465 2235 230 is_linear=0 shrinkage=0.0204111 Tree=9977 num_leaves=3 num_cat=0 split_feature=1456 1375 split_gain=1.01254 0.853833 threshold=-1.0000000180025095e-35 -0.53764999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019434422336086964 0.020456267548935533 -0.00046136823973237764 leaf_weight=1.0428454616957186 0.71623113393434223 44.136253978913146 leaf_count=232 5 2221 internal_value=0 -7.72357e-05 internal_weight=0 44.8525 internal_count=2458 2226 is_linear=0 shrinkage=0.0204111 Tree=9978 num_leaves=4 num_cat=0 split_feature=16 1 49 split_gain=0.848272 1.60642 0.858595 threshold=-0.0087549999999999989 1.0000000180025095e-35 -0.10919499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012149432271114152 -0.013243999291565242 -5.3068104214586458e-05 0.0039158541078427389 leaf_weight=5.8193167419740375 1.1916962582145085 19.989628557604419 18.362671676009768 leaf_count=856 50 748 807 internal_value=0 -0.00282122 0.00280064 internal_weight=0 25.8089 19.5544 internal_count=2461 1604 857 is_linear=0 shrinkage=0.0204111 Tree=9979 num_leaves=4 num_cat=0 split_feature=1 15 16 split_gain=1.07442 1.05166 0.477675 threshold=0.13662500000000002 0.084050000000000014 -0.060129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8540141179376581e-06 0.00040163264718580957 -0.0002365121689310895 5.4192889955916048e-05 leaf_weight=36.990842453582786 1.2299805455202206 3.4870921072747469 1.2778315602354258 leaf_count=1493 91 811 42 internal_value=0 -2.99787e-05 0.000234481 internal_weight=0 40.4779 2.50781 internal_count=2437 2304 133 is_linear=0 shrinkage=0.000400217 Tree=9980 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=1.08006 1.03806 0.857502 threshold=-0.0044549999999999998 0.081465000000000024 -0.083814999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025863139501427281 0.00014613977899834436 0.0001149489443692795 3.9148291038615464e-06 leaf_weight=4.0393743492763852 8.3591955219440006 1.5952350540756013 34.249589576420249 leaf_count=548 355 133 1457 internal_value=0 -0.000152687 3.21271e-05 internal_weight=0 5.63461 42.6088 internal_count=2493 681 1812 is_linear=0 shrinkage=0.000400217 Tree=9981 num_leaves=4 num_cat=0 split_feature=160 13 15 split_gain=0.879897 0.902219 0.0947847 threshold=-0.40446999999999994 -0.084024999999999975 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9589976707624477e-05 0.00011188827774982703 -1.2448280351403933e-05 -0.00039832625439680213 leaf_weight=0.1492134516229271 12.983071930610093 32.601208609311129 0.78135238203219515 leaf_count=10 694 1606 181 internal_value=0 2.3152e-05 -0.000348729 internal_weight=0 45.5843 0.930566 internal_count=2491 2300 191 is_linear=0 shrinkage=0.000400217 Tree=9982 num_leaves=3 num_cat=0 split_feature=46 128 split_gain=1.02639 1.06485 threshold=0.084955000000000017 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.0713766714461466e-05 -0.00034948934990941126 -0.00035440464611668132 leaf_weight=43.560142975950157 1.0542244529351581 1.0092949124857558 leaf_count=2235 39 183 internal_value=0 3.09004e-05 internal_weight=0 44.5694 internal_count=2457 2418 is_linear=0 shrinkage=0.000400217 Tree=9983 num_leaves=4 num_cat=0 split_feature=43 16 16 split_gain=1.05984 1.8216 1.05919 threshold=-0.26987499999999992 0.15627500000000003 0.15927500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3334307944010581e-05 -1.4391819895409581e-06 -0.00026316514617570348 0.00031030928940983002 leaf_weight=1.6632598983469495 34.02310436480559 4.7572289100457956 2.8841240250089868 leaf_count=95 1980 358 25 internal_value=0 -3.42106e-05 0.000167787 internal_weight=0 38.7803 4.54738 internal_count=2458 2338 120 is_linear=0 shrinkage=0.000400217 Tree=9984 num_leaves=3 num_cat=0 split_feature=1444 1447 split_gain=0.891698 0.985011 threshold=-0.084274999999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017871927742767184 -0.018226480368158875 -0.0007498502676710233 leaf_weight=0.92443570259274466 1.2734012023697676 45.071670864345947 leaf_count=28 204 2257 internal_value=0 -0.00127282 internal_weight=0 46.3451 internal_count=2489 2461 is_linear=0 shrinkage=0.0204111 Tree=9985 num_leaves=3 num_cat=0 split_feature=8 453 split_gain=0.905868 0.837891 threshold=1.0000000180025095e-35 0.10071000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.3515039479497312e-05 0.014748908667320433 -0.020020013531649214 leaf_weight=44.530250141732836 1.581185738363273 0.78214579535415296 leaf_count=2402 54 15 internal_value=0 -0.000456487 internal_weight=0 45.3124 internal_count=2471 2417 is_linear=0 shrinkage=0.0204111 Tree=9986 num_leaves=3 num_cat=0 split_feature=1429 42 split_gain=1.03255 0.966078 threshold=-1.0000000180025095e-35 -0.25626499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045640694502501036 -0.00039682079708829049 3.0774237814624676e-05 leaf_weight=0.61974004049898113 0.75083024742525495 45.115171315712928 leaf_count=120 18 2347 internal_value=0 2.28252e-05 internal_weight=0 45.866 internal_count=2485 2365 is_linear=0 shrinkage=0.000400217 Tree=9987 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=0.867379 0.883853 threshold=-1.0000000180025095e-35 -0.10674499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01943769344719231 0.0016253298482190133 -0.0041293374688764943 leaf_weight=0.72465196192842896 20.125719765047847 24.60552696203365 leaf_count=72 441 1974 internal_value=0 -0.00154257 internal_weight=0 44.7312 internal_count=2487 2415 is_linear=0 shrinkage=0.0204111 Tree=9988 num_leaves=4 num_cat=0 split_feature=13 12 13 split_gain=1.35783 1.38473 0.876082 threshold=-0.09194999999999999 0.040165000000000006 -0.5356749999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0095440366249117791 0.00045497023236349305 -0.0080425110256975765 0.0078052808870035508 leaf_weight=1.2968223710377049 21.019878639396666 12.765093613173802 9.2243594370813735 leaf_count=26 511 1589 343 internal_value=0 -0.00277162 0.00558885 internal_weight=0 33.785 10.5212 internal_count=2469 2100 369 is_linear=0 shrinkage=0.0204111 Tree=9989 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=1.3547 1.42893 threshold=-0.094929999999999987 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037742631987628219 6.8003657957584743e-05 -7.9544692996627296e-05 leaf_weight=1.3913676991214732 26.157438281237773 17.417155766942869 leaf_count=39 777 1635 internal_value=0 8.97454e-06 internal_weight=0 43.5746 internal_count=2451 2412 is_linear=0 shrinkage=0.000400217 Tree=9990 num_leaves=4 num_cat=0 split_feature=2 52 52 split_gain=0.875085 1.36319 1.12285 threshold=0.090510000000000021 0.0038100000000000005 0.17002500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0063544107633424756 0.0041405610124377584 0.0059306588930429106 -0.010262056180562461 leaf_weight=13.722887188139568 23.236392681277952 5.0696738680260287 2.3892649551543164 leaf_count=855 925 555 167 internal_value=0 -0.00302477 0.0027589 internal_weight=0 18.7926 25.6257 internal_count=2502 1410 1092 is_linear=0 shrinkage=0.0204111 Tree=9991 num_leaves=4 num_cat=0 split_feature=133 131 1 split_gain=0.849284 0.833026 0.15418 threshold=0.11253500000000001 0.10033500000000002 0.10282000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038885063527468441 -0.02091182603489769 0.014879752795316026 0.0012136407486677085 leaf_weight=43.068771723297573 0.85061128694451227 1.429844855738337 0.13819080538814887 leaf_count=2052 265 111 28 internal_value=0 0.000137881 -0.0180107 internal_weight=0 44.4986 0.988802 internal_count=2456 2163 293 is_linear=0 shrinkage=0.0204111 Tree=9992 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=0.946699 0.992857 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036476932484396068 0.00048230548484090341 1.7145475468774117e-05 leaf_weight=0.90992228018876531 0.63540826190728594 45.369592808200082 leaf_count=236 3 2233 internal_value=0 2.47255e-05 internal_weight=0 46.005 internal_count=2472 2236 is_linear=0 shrinkage=0.000400217 Tree=9993 num_leaves=4 num_cat=0 split_feature=13 131 2 split_gain=0.826533 1.20249 1.19025 threshold=-0.09194999999999999 0.10340500000000001 0.11994500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0078028514518188657 -0.0024383047521425645 0.014666371638732356 -0.0099188374088427789 leaf_weight=9.0610068183409549 34.712214554375691 1.6899763587480254 1.8070403068184067 leaf_count=278 1990 147 80 internal_value=0 -0.00160168 0.00478515 internal_weight=0 36.4022 10.868 internal_count=2495 2137 358 is_linear=0 shrinkage=0.0204111 Tree=9994 num_leaves=4 num_cat=0 split_feature=16 16 12 split_gain=1.03659 1.77321 1.43373 threshold=-0.082559999999999981 -0.08458499999999998 0.040165000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016401018463246834 0.00088121644634257888 0.029295899060092705 -0.0092998511480250658 leaf_weight=19.712875647378613 14.231668015226207 0.90482773425537644 9.5517014904420403 leaf_count=831 361 45 1228 internal_value=0 0.00300548 -0.00323205 internal_weight=0 20.6177 23.7834 internal_count=2465 876 1589 is_linear=0 shrinkage=0.0204111 Tree=9995 num_leaves=3 num_cat=0 split_feature=8 11 split_gain=0.868324 0.977954 threshold=0.08573500000000002 0.089270000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5331133699619072e-06 0.00036306859077509044 -0.00032156664793201053 leaf_weight=43.474277250412683 0.91803763619827705 1.4322054714538115 leaf_count=2409 37 69 internal_value=0 -8.5775e-06 internal_weight=0 44.9065 internal_count=2515 2478 is_linear=0 shrinkage=0.000400217 Tree=9996 num_leaves=3 num_cat=0 split_feature=1456 12 split_gain=1.15547 1.07819 threshold=-1.0000000180025095e-35 0.11628000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037984529237552735 4.1274108000180608e-05 -0.00025768651476816979 leaf_weight=1.0258902579510039 44.541655653348471 1.9087563665225378 leaf_count=231 2146 111 internal_value=0 2.8399e-05 internal_weight=0 46.4504 internal_count=2488 2257 is_linear=0 shrinkage=0.000400217 Tree=9997 num_leaves=3 num_cat=0 split_feature=1132 47 split_gain=0.888713 1.03862 threshold=-1.0000000180025095e-35 0.11069000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019256926704278549 6.4300644379361655e-05 0.010141735980444612 leaf_weight=0.79828545724740152 40.969103361583279 4.6435768078954416 leaf_count=20 2316 132 internal_value=0 0.00111255 internal_weight=0 45.6127 internal_count=2468 2448 is_linear=0 shrinkage=0.0204111 Tree=9998 num_leaves=4 num_cat=0 split_feature=43 1375 42 split_gain=1.00339 1.02289 0.913648 threshold=-0.21368999999999996 -0.53764999999999985 -0.11377999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0081018813107589429 0.02037988744679672 -0.002676266725241825 0.010612142133958733 leaf_weight=1.3024016060894608 0.70739747886545856 39.313312511460254 4.8459896557469611 leaf_count=53 5 2334 107 internal_value=0 -0.00221301 0.00657398 internal_weight=0 40.0207 6.14839 internal_count=2499 2339 160 is_linear=0 shrinkage=0.0204111 Tree=9999 num_leaves=3 num_cat=0 split_feature=1446 2 split_gain=0.879094 0.932854 threshold=0.090050000000000005 0.14846500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2881411459545588e-05 -0.00038317581240995943 0.00031234769218152231 leaf_weight=45.559281037028541 0.75363625910585952 1.6180143629599104 leaf_count=2282 107 95 internal_value=0 2.38673e-05 internal_weight=0 47.1773 internal_count=2484 2377 is_linear=0 shrinkage=0.000400217 end of trees feature_importances: Column_1=2554 Column_0=1829 Column_3=1765 Column_4=1405 Column_12=1333 Column_52=1252 Column_13=1213 Column_43=1196 Column_15=1107 Column_2=992 Column_42=800 Column_16=738 Column_47=569 Column_48=534 Column_457=506 Column_14=504 Column_484=476 Column_160=444 Column_151=406 Column_49=400 Column_133=387 Column_150=331 Column_39=326 Column_1456=320 Column_123=280 Column_376=275 Column_11=247 Column_31=240 Column_51=232 Column_1374=223 Column_159=217 Column_124=188 Column_1429=183 Column_156=168 Column_1375=159 Column_132=156 Column_38=153 Column_1373=150 Column_157=148 Column_40=135 Column_403=132 Column_41=130 Column_1213=127 Column_456=125 Column_1444=120 Column_131=118 Column_44=109 Column_147=109 Column_483=104 Column_50=103 Column_453=101 Column_45=97 Column_1365=97 Column_128=96 Column_474=96 Column_130=95 Column_9=87 Column_46=71 Column_148=64 Column_155=61 Column_158=60 Column_475=59 Column_480=59 Column_1447=54 Column_8=52 Column_1210=52 Column_401=49 Column_33=46 Column_146=38 Column_10=37 Column_454=36 Column_1132=32 Column_472=31 Column_481=30 Column_1446=26 Column_34=25 Column_448=24 Column_402=21 Column_1348=20 Column_129=12 Column_1366=12 Column_149=10 Column_1212=10 Column_447=7 Column_1452=5 Column_482=4 Column_1371=3 Column_1443=3 Column_367=2 Column_374=1 Column_1186=1 Column_1209=1 Column_1454=1 parameters: [boosting: dart] [objective: binary] [metric: binary_logloss,auc] [tree_learner: serial] [device_type: cpu] [data: ] [valid: ] [num_iterations: 10000] [learning_rate: 0.0204111] [num_leaves: 4] [num_threads: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 2] [min_data_in_leaf: 38] [min_sum_hessian_in_leaf: 0.0150804] [bagging_fraction: 0.79082] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 1] [bagging_seed: 400] [feature_fraction: 0.848344] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 1.24131e-07] [lambda_l2: 0.111968] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: 1] [saved_feature_importance_type: 0] [linear_tree: 0] [max_bin: 929] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 3.00817] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null