tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=9
objective=regression
feature_names=num_patterns/num_taxa num_sites/num_taxa proportion_gaps proportion_invariant entropy bollback num_patterns/num_sites pattern_entropy avg_rfdist_parsimony proportion_unique_topos_parsimony
feature_infos=[0.02097902097902098:20770.333333333332] [0.02097902097902098:320691.25] [0:0.92909999999999993] [0:1] [0:3.0793550065338002] [-28627615.548888359:-1.3862943611198906] [0.00095770230840991647:1] [0:29724623.187600192] [0:1] [0.041666666666666664:1]
tree_sizes=22309 18346 25727 25775 20473 22500 24400 19317 20421 21026 17595 22061 16472 17370 18708 23701 13658 19023 13120 14650 13953 7973 15240 15050 12076 10906 11965 12999 9091 11743 13524 10037 12703 12568 11837 15800 10630 13393 12099 14550 8098 13281 12613 17330 9526 10812 11265 10519 12393 10906 9761 10671 11574 5663 9326 8106 7977 11227 13029 11599 11640 12446 16817 13016 9142 10413 16543 9943 11468 13783 12580 10951 9424 8113 12381 10367 14026 5436 10494 13164 7994 12767 11678 10612 10192 8474 8329 15696 14582 10392 9170 12686 8533 10971 8237 11837 10191 11416 11040 12494

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num_leaves=247
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internal_value=0 -0.00253758 0.00428766 0.00285205 -0.00370131 -8.14986e-05 5.11404e-05 0.000858932 5.1869e-06 -0.00266959 -0.00284702 -0.00280386 -0.000947198 -0.00333688 0.00419237 0.00385502 0.000137456 -0.000792577 0.00169093 -0.00166016 0.00445262 0.00528043 0.0118259 -0.0108842 0.0169838 0.000729847 -0.00061388 -0.00103007 0.000376902 -0.00605602 -0.00285402 0.00792008 -0.00146616 0.0103606 0.0154396 0.00966476 -0.00751928 -0.00139125 -0.00306525 -4.98503e-05 -0.0063011 0.000265927 -0.000245701 -0.00361572 -0.00764137 -0.00487234 -0.0149567 -0.0029984 0.00842192 -0.000887266 -0.000202591 0.00230581 0.00171789 -0.0120664 -0.00635478 0.00701742 -0.00948804 -0.00399754 -0.00577733 -0.00053504 -0.00335848 0.00312136 -0.00273456 0.00494925 0.0154677 0.0066374 0.00736975 -0.00451751 0.00817389 0.000823426 -0.00356237 -0.00275515 0.00457802 -0.00392936 -0.00237173 0.0105174 -0.0111543 0.00248573 0.00470781 0.00633417 0.00402031 0.00459785 0.00112183 -0.00139031 0.00610923 0.00433866 0.0075093 0.00291258 -0.0191078 0.00162309 -0.00825339 -0.00232438 -0.00443935 -0.00394533 -0.00480279 -0.000292639 0.00269921 -0.0057952 -0.00751076 0.0083976 -0.00950264 -0.0111205 0.00748279 0.00289549 -0.00507431 0.00788582 -0.00943744 -0.00390816 0.00359029 0.00147987 0.0126579 -0.00241557 0.00131352 -0.00454899 0.00773877 0.0082764 0.00785077 0.00359138 0.0128085 -0.00463418 -0.00214172 -0.00588933 0.0096573 0.00788658 0.00388633 0.00682232 0.00673924 -0.000333606 -0.00382355 0.00576968 0.014704 0.00828235 -0.00507175 -0.00511537 -0.00488705 0.00656406 -0.00663374 -0.00503133 -0.00345447 0.00707988 -0.00411392 -0.00552772 -0.00471409 -0.00728652 -0.00510625 -0.00691422 -0.00975841 -0.00736768 -0.00712136 -0.0134983 0.0078031 0.00230809 -0.00102406 0.00023521 0.0105612 0.00615016 0.00676226 0.00312159 0.00596151 0.0146867 -0.0240275 0.00599731 -0.00932951 -0.0111855 -0.00759704 0.0158022 0.00923849 0.0107304 -0.00813499
internal_weight=0 7791 4628 3034 5286 2505 2490 1969 1651 3017 2969 619 448 306 142 2353 326 310 1032 1702 2027 318 78 40 52 270 681 661 517 144 123 37 437 80 53 41 86 1660 738 922 374 364 380 170 171 125 46 521 24 820 255 954 864 42 30 1594 57 37 78 25 144 240 57 183 20 102 1496 73 48 23 497 437 60 377 311 46 66 210 1972 584 1388 1157 231 154 77 1141 434 150 20 98 67 53 1267 1093 885 208 135 73 174 378 136 114 1485 79 26 90 35 28 163 56 20 55 26 872 1406 1048 960 89 88 55 43 29 32 22 111 53 43 38 25 97 25 871 2269 2256 1964 24 292 1940 466 27 439 1474 1024 278 149 134 129 450 77 52 34 29 22 27 25 358 297 61 271 26 21 46 60 43 26 54 40 27 32
internal_count=12419 7791 4628 3034 5286 2505 2490 1969 1651 3017 2969 619 448 306 142 2353 326 310 1032 1702 2027 318 78 40 52 270 681 661 517 144 123 37 437 80 53 41 86 1660 738 922 374 364 380 170 171 125 46 521 24 820 255 954 864 42 30 1594 57 37 78 25 144 240 57 183 20 102 1496 73 48 23 497 437 60 377 311 46 66 210 1972 584 1388 1157 231 154 77 1141 434 150 20 98 67 53 1267 1093 885 208 135 73 174 378 136 114 1485 79 26 90 35 28 163 56 20 55 26 872 1406 1048 960 89 88 55 43 29 32 22 111 53 43 38 25 97 25 871 2269 2256 1964 24 292 1940 466 27 439 1474 1024 278 149 134 129 450 77 52 34 29 22 27 25 358 297 61 271 26 21 46 60 43 26 54 40 27 32
is_linear=0
shrinkage=0.193739


Tree=13
num_leaves=177
num_cat=0
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Tree=19
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leaf_count=18 14 12 55 22 18 12 19 12 40 13 13 114 67 29 10 14 268 11 96 20 12 516 17 417 165 560 52 209 2955 27 181 184 24 33 114 179 10 458 72 12 16 10 134 41 66 69 12 17 13 40 14 17 18 13 11 16 13 18 17 10 14 97 78 10 21 24 14 10 18 146 154 62 11 10 13 19 12 11 10 19 18 10 10 105 36 21 98 11 10 12 61 1955 134 10 10 11 12 44 539 19 12 10 12 11 39 14 13 15 11 14 16 10 39 22 23 22 10 16 15 12 13 14 10 12 13 14 14 12 11 10 11 30 10 10 14 23 19 119 18 12 10 18 13 18 11 10 89 10
internal_value=0 -0.000385572 -7.34702e-05 0.00167661 0.000209679 0.00653733 0.0116822 -7.52093e-05 -0.00327131 -0.0151103 -0.00750241 -0.00142987 0.00325822 -0.00493638 -0.000460078 0.00381019 0.00112702 0.000711365 -0.000345892 -4.77104e-05 0.00256913 0.00418353 -0.00200029 -0.000540896 3.97994e-05 -0.00238641 -0.000399604 0.00650027 -0.000435907 -0.00311777 -0.00429811 -0.00660728 -0.00513796 0.00307593 -0.00203973 -0.00122305 0.0133893 0.00103187 -0.000497083 0.00478124 0.00630106 0.0183122 0.00445276 0.00188131 0.00462414 0.00383927 0.0022716 -0.0116585 0.0149421 0.00458361 -0.00447155 0.0222947 0.0110581 -0.00764047 0.0111488 -0.00516395 0.00136614 -0.00164551 -0.00475267 0.00153448 -0.00114465 -0.00125876 -0.00107124 7.04827e-05 0.0045621 0.00908759 -0.00291034 0.00161429 0.00740656 -0.000610223 0.000260392 -0.00246683 0.00484502 -0.00616557 -0.00360051 -0.000912289 -0.00797557 0.0174605 -0.0032233 0.00169187 0.000447758 0.00186331 -0.00646444 0.00118508 0.000704661 -0.00231796 0.00155908 0.00757063 0.00174814 0.00444613 0.00332922 0.00163983 0.00160163 -0.00220484 -0.000544929 -0.00289439 -0.00181407 -0.00324419 -0.00134096 0.00317061 -0.00122631 0.00507172 0.0023011 -0.00511324 -0.00580956 -0.00799543 -0.0112411 -0.00159757 -0.00758356 -0.00262093 -0.00373395 -0.00322458 -0.00462091 -0.00240083 -0.00136485 -0.00869319 0.00322837 -0.00190212 -0.0035504 -0.00156434 -0.00507707 0.00149655 -0.0059384 -0.00126299 -0.00202214 -0.00758464 -0.00240284 -0.00328322 -0.00142732 -0.00340798 -0.00131905 -0.00165721 -0.000833956 0.000520331 -0.00285742 -0.00240493 -0.00605102 -0.00193497 1.09493e-05 -0.00491466 0.00101028 -0.00641759 -0.00488997 -0.0034473 -0.0140979 0.000356796 -0.00200656 -0.00120855
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is_linear=0
shrinkage=0.193739


Tree=20
num_leaves=144
num_cat=0
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 65 4 5 32 7 8 107 43 11 70 -13 27 15 16 23 26 30 20 21 -20 -22 24 -12 -25 -18 83 -21 -19 31 46 66 136 -30 36 -17 -38 39 -37 -40 -15 -43 44 47 -46 -16 -7 49 51 86 76 53 -2 56 -56 69 -58 71 72 61 62 -61 115 -65 87 67 -1 -69 -53 -4 -55 75 74 -74 -60 84 -45 -54 112 81 -78 -82 -14 -5 -79 134 88 101 90 91 -90 94 98 96 102 100 -91 -94 -98 -89 104 -96 -64 123 -106 -73 108 -6 110 -108 142 132 -29 139 -63 -113 -100 -99 -35 -32 122 -103 -3 -97 -81 127 128 -62 -112 -129 -57 -52 -77 -51 141 -34 -109 -136 -67 -137 -128 -111
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leaf_weight=11.999999999999998 15.999999999999998 1370 14.000000000000002 12.000000000000002 15.000000000000002 72 18 9.9999999999999982 9.9999999999999982 10.999999999999998 13.999999999999998 9.9999999999999982 11.000000000000002 9.9999999999999982 24 15.999999999999998 34 160 241 13.999999999999998 38 36 40 13.999999999999998 30 100 13.999999999999998 14.000000000000002 181 383 10.000000000000002 15.999999999999998 12.000000000000002 22 56 353 24 15.999999999999998 21 39 62 18 33 9.9999999999999982 15.999999999999998 87 9.9999999999999982 30 19 9.9999999999999982 10.000000000000002 11.000000000000002 18 12.999999999999998 9.9999999999999982 14.999999999999998 370 62 9.9999999999999982 18 39 17 30 42 4287 9.9999999999999982 15.999999999999998 10.000000000000002 10.999999999999998 17 15.999999999999998 10.999999999999998 16.000000000000004 17 9.9999999999999982 11.000000000000002 30 12.000000000000002 19 10.000000000000002 447 18 22 10.999999999999998 9.9999999999999982 9.9999999999999982 15.999999999999998 211 61 15.999999999999998 17 23 18 18 63 17 18 10.000000000000002 14.000000000000002 461 59 53 11.999999999999998 73 642 76 12.999999999999998 11.000000000000002 13.999999999999998 23 13.999999999999998 25 12.999999999999998 11.999999999999998 15.999999999999998 48 17 17 9.9999999999999982 11.999999999999998 12.999999999999998 10.999999999999998 9.9999999999999982 17 22 11.999999999999998 40 154 25 121 51 18 12.999999999999998 12.999999999999998 11.000000000000002 50 18 15.999999999999998 17 10.000000000000002 99 48 18
leaf_count=12 16 1370 14 12 15 72 18 10 10 11 14 10 11 10 24 16 34 160 241 14 38 36 40 14 30 100 14 14 181 383 10 16 12 22 56 353 24 16 21 39 62 18 33 10 16 87 10 30 19 10 10 11 18 13 10 15 370 62 10 18 39 17 30 42 4287 10 16 10 11 17 16 11 16 17 10 11 30 12 19 10 447 18 22 11 10 10 16 211 61 16 17 23 18 18 63 17 18 10 14 461 59 53 12 73 642 76 13 11 14 23 14 25 13 12 16 48 17 17 10 12 13 11 10 17 22 12 40 154 25 121 51 18 13 13 11 50 18 16 17 10 99 48 18
internal_value=0 0.000555314 0.000268619 0.00150392 0.00358779 0.00486334 -0.00131054 0.00177912 -0.0012324 0.00224201 -0.000825347 -0.00495355 -0.00779639 -0.00968059 -0.000509489 -0.00149785 -0.00322537 -0.0015857 0.00135327 0.00225955 0.00452101 0.00277084 0.0106463 -0.0093202 -0.00191911 -0.0121439 0.0118101 -0.0025828 -0.000943079 -0.00278529 -0.00611368 -0.00186807 0.0105608 0.014726 -0.00178982 0.000940064 0.00711823 0.000752299 0.000201084 -0.000875795 0.00524741 -0.0151613 -0.0178093 0.00299911 0.00182367 -0.00152967 -0.00892614 0.00519562 0.000693722 0.000851464 0.00536178 0.000362976 -0.000692547 -0.000647436 -0.000955042 -0.0064983 -0.000426619 -0.000956246 -0.000683898 -0.000569234 -0.000649462 -0.000459601 0.0041008 -0.000585897 -0.000511607 0.000971294 0.00497329 0.00856997 0.00110173 0.00754685 0.00623376 -0.00296745 0.00461579 0.00819595 0.0140101 4.65745e-06 0.00159256 0.010304 -0.00708815 0.00970346 0.00190457 0.00654912 0.00141901 0.00609636 -0.00555156 0.0143108 0.000625842 0.000902122 0.000546944 -0.00386521 -0.00118254 0.00102831 0.00178541 -0.00348105 0.00219709 0.00574302 0.00165191 -0.0112046 0.000419973 0.000600484 0.00351002 0.000825649 0.00832649 0.00231261 0.000688622 -0.000247425 -0.00349318 0.00178044 -0.00208542 -0.00303732 -0.00154665 -0.00565574 0.013188 -0.00988997 0.00705502 -0.00546809 -0.00949446 0.00433959 -0.0165511 0.0209717 -0.0149749 0.00467508 0.0059667 0.00117305 0.000708152 0.00374211 -0.00234023 -0.00128083 0.00229304 -0.00271057 -0.0024011 -0.000657636 0.0168957 -0.00399772 -0.00223522 -0.00353441 0.00729128 0.00587396 -0.000193344 0.0113214 -0.00451844 -0.0018429 -0.00161828
internal_weight=0 7018 5390 1628 455 361 94 76 66 248 2108 149 119 109 1959 1280 749 591 679 606 355 277 78 158 44 114 48 48 251 543 73 50 113 64 237 531 56 40 475 392 83 61 51 237 205 103 34 102 1173 1154 112 1042 5406 5369 503 43 460 432 5353 5098 5021 4515 121 4394 4329 3282 49 33 21 28 30 255 77 43 26 34 539 32 37 58 517 48 469 22 22 22 54 3246 2316 137 101 84 930 67 863 114 749 36 49 479 270 2179 75 103 2105 718 242 56 29 231 148 83 36 26 36 65 42 31 20 34 23 74 63 1387 39 22 506 269 64 135 205 33 23 24 38 237 30 27 28 20 149 88 41
internal_count=12424 7018 5390 1628 455 361 94 76 66 248 2108 149 119 109 1959 1280 749 591 679 606 355 277 78 158 44 114 48 48 251 543 73 50 113 64 237 531 56 40 475 392 83 61 51 237 205 103 34 102 1173 1154 112 1042 5406 5369 503 43 460 432 5353 5098 5021 4515 121 4394 4329 3282 49 33 21 28 30 255 77 43 26 34 539 32 37 58 517 48 469 22 22 22 54 3246 2316 137 101 84 930 67 863 114 749 36 49 479 270 2179 75 103 2105 718 242 56 29 231 148 83 36 26 36 65 42 31 20 34 23 74 63 1387 39 22 506 269 64 135 205 33 23 24 38 237 30 27 28 20 149 88 41
is_linear=0
shrinkage=0.193739


Tree=21
num_leaves=80
num_cat=0
split_feature=0 9 4 1 1 7 3 4 4 5 4 4 1 4 7 0 7 4 3 4 7 7 2 3 1 3 4 2 4 4 4 0 3 7 3 4 0 0 1 3 1 4 0 5 5 5 3 2 4 7 4 3 0 0 4 1 5 3 5 0 9 2 7 7 7 5 0 5 0 2 4 0 9 2 0 0 2 2 7
split_gain=0.0861491 0.0412315 0.0352497 0.0318113 0.0316574 0.0840163 0.0304049 0.0443366 0.0359216 0.0585776 0.045945 0.0275388 0.141137 0.0784453 0.126216 0.160024 0.0987249 0.0928574 0.135289 0.0826177 0.053455 0.0926924 0.0298191 0.0287277 0.0266475 0.0704835 0.103945 0.0867105 0.116541 0.0601624 0.054076 0.0336722 0.0772054 0.104368 0.100346 0.0359485 0.0264595 0.0253442 0.0252339 0.0239575 0.021282 0.0174777 0.0325775 0.0238309 0.0342143 0.0206304 0.0200921 0.01476 0.0142813 0.0340127 0.0177363 0.0279686 0.0289469 0.0336717 0.0122393 0.0439806 0.0382066 0.0253327 0.0175528 0.0158845 0.0170202 0.0214823 0.0136003 0.0302403 0.0262913 0.0113021 0.010452 0.0125701 0.0170938 0.0104113 0.00990729 0.00736139 0.00677262 0.00635426 0.00595492 0.00457969 0.00813241 0.00123994 0.000326337
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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Tree=23
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Tree=24
num_leaves=122
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leaf_count=11 11 19 18 11 10 12 13 15 13 10 12 11 19 10 10 13 11 39 37 14 12 10 13 137 16 11 96 22 220 87 18 202 171 13 13 21 67 21 13 24 340 291 10 19 116 250 12 35 24 70 58 2127 133 52 14 139 78 877 13 17 407 16 10 23 10 11 18 10 12 19 10 4662 37 10 15 33 106 58 10 10 56 12 11 17 16 15 12 14 20 124 10 12 13 14 11 13 16 41 10 10 10 12 13 10 11 15 25 10 10 15 10 11 13 14 48 14 10 23 10 14 11
internal_value=0 0.000538627 -0.000638361 -0.00475129 0.00283079 -0.000564872 0.0028756 0.00114678 0.00441192 0.000151321 -0.0041277 -0.00886021 0.000632831 0.00346645 0.00862505 -0.00143569 0.0178191 0.000573829 0.000893769 0.00619862 0.0105299 0.016492 -4.89118e-07 0.00103106 0.00450573 0.00744231 0.0060482 -0.00301494 0.000217888 0.00226194 0.000621102 -0.00114356 0.000457984 -0.00343116 -0.000890448 -0.00408551 -0.00108967 0.000909364 -0.0108219 -0.000466651 -0.00023297 0.00194771 -0.00685969 -0.00711631 0.000707934 -0.000905778 0.00325838 -0.00208574 -0.00412591 0.00322917 0.000537759 0.000929881 0.000448658 -0.00357221 0.000797284 0.00185405 0.00506214 0.00123802 -0.0011791 0.00410557 -0.00115362 -0.00212899 -0.0155946 0.00578237 -0.00146887 2.58508e-05 0.00133648 -0.000626642 0.00164027 -0.000686524 -0.000578041 -0.000652564 0.000286595 0.00171028 -0.0050781 -0.000630936 0.0018602 -0.000704597 0.00270172 0.00112921 0.00359471 -0.000603388 -0.00270939 -0.00397463 -0.00498365 0.00784992 -0.00445199 -0.00092853 -0.00299934 -0.00356379 0.00337758 0.0231585 -0.00830395 -0.00963775 -0.00649318 -0.000114744 0.00125144 0.00317684 0.00400016 0.00213768 -0.00849828 0.00762034 -0.00484913 -0.00684593 -0.00811787 -0.0116275 0.00141258 -0.00966415 -0.0042848 -0.00268663 -0.00103593 -0.00390219 -0.000380433 0.00533909 0.000329899 -0.00303197 0.00771784 -0.000369833 0.00834334 -0.00735819 0.00831008
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internal_count=12424 6848 5576 97 31 5479 96 84 69 56 36 23 6615 134 65 69 21 6481 4162 140 88 45 2319 1074 203 146 135 57 871 348 238 523 308 215 1245 145 101 88 44 1100 1062 315 38 41 4022 486 107 379 274 105 95 3536 2326 185 2141 1210 194 1016 52 43 747 233 31 110 212 139 110 5383 138 5245 4979 4869 126 100 26 4859 139 4720 110 85 75 90 266 172 28 25 50 26 155 144 29 24 66 53 39 92 68 52 44 34 21 29 29 23 24 25 62 28 73 49 39 24 94 24 81 29 20 71 20 24 21
is_linear=0
shrinkage=0.193739


Tree=25
num_leaves=111
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=10.999999999999998 163 14.000000000000002 12.999999999999998 9.9999999999999982 10.999999999999998 10.999999999999998 14.000000000000002 28 15.000000000000002 14.999999999999998 10.000000000000002 10.999999999999998 11.000000000000002 10.999999999999998 434 222 636 652 85 17 11.999999999999998 41 189 46 29 13.999999999999998 15.000000000000002 1307 29 49 1152 10.999999999999998 19 13.999999999999998 115 20 23 39 64 9.9999999999999982 22 18.000000000000004 10.999999999999998 13.000000000000002 10.000000000000002 15.000000000000002 10.000000000000002 12.999999999999998 47 12.999999999999998 74 22 38 31 17 3303 14.000000000000002 18 63 116 13.999999999999998 61 372 15.999999999999998 13.999999999999998 15.999999999999998 13.999999999999998 9.9999999999999982 15.999999999999998 91 9.9999999999999982 11.000000000000002 12.999999999999998 10.999999999999998 14.999999999999998 10.000000000000002 15.999999999999998 11.000000000000002 19 14.999999999999998 36 66 39 776 28 13.999999999999998 11.000000000000002 20 11.000000000000002 10.999999999999998 10.000000000000002 15.999999999999998 12.999999999999998 17.000000000000004 36 17.000000000000004 13.999999999999998 14.000000000000002 15.999999999999998 15.999999999999998 21 32 25 10.999999999999998 14.000000000000002 279 9.9999999999999982 32 34 14.999999999999998 16.000000000000004 13.999999999999998 17 9.9999999999999982 122 191 20.000000000000004 10.999999999999998 17 9.9999999999999982 10.000000000000002 14.999999999999998 11.999999999999998 17 18 9.9999999999999982 9.9999999999999982 12.999999999999998 9.9999999999999982 11.999999999999998
leaf_count=11 163 14 13 10 11 11 14 28 15 15 10 11 11 11 434 222 636 652 85 17 12 41 189 46 29 14 15 1307 29 49 1152 11 19 14 115 20 23 39 64 10 22 18 11 13 10 15 10 13 47 13 74 22 38 31 17 3303 14 18 63 116 14 61 372 16 14 16 14 10 16 91 10 11 13 11 15 10 16 11 19 15 36 66 39 776 28 14 11 20 11 11 10 16 13 17 36 17 14 14 16 16 21 32 25 11 14 279 10 32 34 15 16 14 17 10 122 191 20 11 17 10 10 15 12 17 18 10 10 13 10 12
internal_value=0 -0.000325088 -0.00562347 -0.00017594 0.00378404 0.000318996 0.000202507 0.000252356 -0.000304104 -0.00728892 0.000490358 0.000978349 0.00114227 0.00253775 0.000415957 0.00333344 -0.000267653 0.00208924 -6.66027e-05 0.00717591 0.014968 -0.000179913 -0.0020953 -0.00579648 -0.00060263 -0.00551361 -0.00242841 0.000218408 0.00270362 8.02195e-06 -0.000171267 -0.000523234 0.000995904 0.000505884 -0.000593902 -0.000402759 -0.000202934 -0.00432707 0.00439232 -0.0069433 -0.000282045 -0.00075236 0.000852648 0.00501867 -0.00684258 0.0102357 -0.00134357 -0.0109441 -0.00114607 -0.00306353 -0.00508743 -0.0161486 0.000694145 -0.0033242 0.00772843 -0.000108424 0.00118625 0.000821644 0.000322606 0.00102581 0.00946051 0.00573127 -0.000177166 -0.000451517 -0.000634624 -0.000362974 -0.00381349 -0.00736573 0.00232223 -0.00267539 0.0158541 0.0142237 0.00929835 0.0183622 -0.000278369 -0.0033116 0.00293341 -0.000195917 0.00495309 0.00962053 -0.000264315 -0.00346453 -0.000165847 -0.000410099 -0.00677022 -0.00422318 -0.00220758 -0.0045993 -0.000477696 0.000485487 -0.00412498 0.00120196 -0.000118789 0.0016222 -0.00570568 -0.000633776 0.0025046 -0.00135421 -0.00530918 -0.000214562 -0.00124176 0.00118306 -0.00359381 0.00145084 0.00132875 0.00156366 -0.00300984 0.00125808 0.00338205 -0.00215013 -0.00281182 -0.00578329 0.00495478 -0.00281411 0.000902533 0.000120756 0.00190781 0.00364964 -0.00429749 -0.000970088 -0.000201252 -0.0029363 0.00225428 -0.00035079 -0.000564643 0.00138169 -6.78232e-05 -0.00106323 0.00725237 -0.00731247
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internal_count=12424 6059 48 35 25 6365 5624 5508 1650 30 3858 2056 2006 686 1320 250 1070 663 1802 27 23 1775 305 87 218 50 36 1470 114 1356 1620 1245 375 356 278 1234 1175 59 78 25 6011 1620 436 105 32 73 1184 23 1161 308 200 35 108 69 39 4391 721 710 672 612 38 124 488 853 837 3670 87 55 32 165 24 50 24 26 3583 94 26 3489 45 26 3444 102 3342 823 60 42 41 31 331 21 46 741 179 562 68 168 31 137 30 107 91 45 46 546 535 508 27 467 66 116 101 38 41 24 401 285 59 31 53 63 53 25 28 226 209 23 28 24 24 22
is_linear=0
shrinkage=0.193739


Tree=28
num_leaves=89
num_cat=0
split_feature=2 7 0 5 9 2 2 1 1 5 0 5 2 5 0 5 7 7 2 3 5 1 7 3 3 0 0 5 7 0 3 5 2 2 3 2 6 5 9 0 5 5 2 6 3 6 6 5 6 2 1 5 5 3 9 3 7 5 9 0 6 5 7 2 2 0 1 6 3 2 9 0 2 5 3 3 3 7 5 2 7 0 7 9 2 2 1 3
split_gain=0.0223422 0.0271905 0.0216651 0.0621673 0.0521715 0.0330676 0.0596268 0.033985 0.0209102 0.0353641 0.0279817 0.0416257 0.0231471 0.0180641 0.0147501 0.045031 0.0416158 0.0822149 0.0761899 0.0593358 0.0406334 0.0381477 0.0345527 0.0354904 0.0362051 0.0224652 0.0502337 0.03009 0.0293682 0.0406509 0.0284899 0.0399401 0.0239805 0.0212584 0.0206924 0.0435678 0.0375473 0.019318 0.0355599 0.0251549 0.021129 0.0179822 0.0211941 0.0201961 0.0149454 0.036692 0.0189821 0.0142119 0.0138473 0.013506 0.0177741 0.0126873 0.00915805 0.0173985 0.0117459 0.00746817 0.00673478 0.0151931 0.00905638 0.00619663 0.00565906 0.0102042 0.00746568 0.00778703 0.00734298 0.00461765 0.00460942 0.00513862 0.0197303 0.00586778 0.00493183 0.00457152 0.00457104 0.00367357 0.00326278 0.00286462 0.00271206 0.00265421 0.00234874 0.00183091 0.00152557 0.00108971 0.000954821 0.000498406 0.000370746 0.000309001 0.000126273 8.55173e-05
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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Tree=29
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is_linear=0
shrinkage=0.193739


Tree=30
num_leaves=135
num_cat=0
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 -6 -7 9 -9 -8 11 89 13 14 16 17 131 -16 -17 23 21 -21 -22 25 -25 -15 -18 106 29 30 133 36 33 120 35 -34 38 -35 91 -40 41 57 43 56 45 -44 50 48 49 85 74 52 125 -54 -53 70 -43 58 92 82 -57 -62 88 64 65 -59 67 69 87 -66 -46 -70 73 118 75 78 77 -77 111 127 -81 86 -60 -63 -84 -48 -78 -51 -49 121 -73 -30 95 94 107 96 97 -2 99 -97 101 -95 -102 -72 -36 -98 128 -94 109 -75 -110 112 -42 114 -29 -56 -31 -45 -64 122 -33 -1 -68 -113 -83 -50 -65 -80 129 -3 -100 -12 -121 -5
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leaf_weight=10.000000000000002 1491 12.000000000000002 12.999999999999998 10.000000000000002 14.999999999999998 17 137 92 49 35 14.000000000000002 13.999999999999998 13.999999999999998 935 247 59 11.000000000000002 264 2867 327 105 26 280 863 177 127 9.9999999999999982 15.000000000000002 12.999999999999998 10.000000000000002 19 11.000000000000002 21 11.000000000000002 16.000000000000004 111 15.999999999999998 18 39 12.999999999999998 13.000000000000002 15.000000000000002 14.000000000000002 14.000000000000002 13.999999999999998 15.999999999999998 10.000000000000002 15.000000000000002 11.000000000000002 12.000000000000002 9.9999999999999982 17 14.000000000000002 15.999999999999998 10.000000000000002 14.999999999999998 11.999999999999998 15.000000000000002 17 13.999999999999998 18 25 13.000000000000002 11.000000000000002 10.999999999999998 10.999999999999998 10.000000000000002 12.999999999999998 10.000000000000002 24 19.000000000000004 10.000000000000002 15.999999999999998 25 10.999999999999998 10.000000000000002 10.000000000000002 14.999999999999998 20 71 17 10.000000000000002 10.000000000000002 10.999999999999998 15.999999999999998 11.999999999999998 19 11.999999999999998 10.999999999999998 13.999999999999998 9.9999999999999982 1489 20.000000000000004 198 15.999999999999998 132 20 341 11.000000000000002 52 147 40 49 11.999999999999998 9.9999999999999982 13.999999999999998 9.9999999999999982 9.9999999999999982 9.9999999999999982 25 31 17 10.999999999999998 9.9999999999999982 13.999999999999998 11.999999999999998 9.9999999999999982 12.999999999999998 9.9999999999999982 27 9.9999999999999982 10.999999999999998 12.999999999999998 203 15.999999999999998 10.999999999999998 9.9999999999999982 14.999999999999998 10.999999999999998 9.9999999999999982 13.999999999999998 11.999999999999998 15.999999999999998 9.9999999999999982
leaf_count=10 1491 12 13 10 15 17 137 92 49 35 14 14 14 935 247 59 11 264 2867 327 105 26 280 863 177 127 10 15 13 10 19 11 21 11 16 111 16 18 39 13 13 15 14 14 14 16 10 15 11 12 10 17 14 16 10 15 12 15 17 14 18 25 13 11 11 11 10 13 10 24 19 10 16 25 11 10 10 15 20 71 17 10 10 11 16 12 19 12 11 14 10 1489 20 198 16 132 20 341 11 52 147 40 49 12 10 14 10 10 10 25 31 17 11 10 14 12 10 13 10 27 10 11 13 203 16 11 10 15 11 10 14 12 16 10
internal_value=0 -0.000167072 -0.000133123 0.000412493 0.00260843 0.00301657 0.0024083 0.00312262 0.00572984 0.000968889 -0.000320661 -0.0053445 -0.00028116 -0.000302806 7.47658e-05 -4.99255e-05 0.00904334 0.002223 -0.000447365 -0.00076589 -0.00196728 -0.00386032 -0.000227243 -0.000343506 0.000586719 -0.00125422 0.0167013 -0.00368495 -1.63939e-05 -0.00340513 0.00107848 9.7517e-05 0.00186608 0.00763938 1.0172e-05 0.00146448 -0.000137609 0.000567649 -3.43884e-05 0.00365417 0.000380468 0.000156365 -0.00335857 -0.0097369 -0.000926629 -0.00962265 0.0012212 0.00322417 0.0058161 0.0100464 -0.000164292 0.00222706 0.00620717 0.0109084 -0.00309759 0.00141224 -0.0190342 0.000408226 0.000228993 -0.0049226 -0.00157174 0.000833028 0.000434158 0.00330072 0.00437939 -0.0017794 0.00578661 0.0100234 0.00584455 0.0131318 0.00593589 0.00992087 -0.000851037 -0.0018267 0.000153415 0.000372186 0.00335604 0.0106894 -0.000284051 -0.0027054 -0.000598247 -8.14063e-05 -0.00139968 0.00436353 0.00212627 0.0198001 -0.00408328 0.000595402 0.00669585 3.05966e-05 0.0136631 -0.000163942 0.000345407 -0.000702626 -0.00548153 0.000588019 0.000363145 0.000238022 0.00258681 0.00348196 -0.000187069 0.000952152 -0.00156868 0.00927549 -0.00719876 0.00694664 -0.00658301 0.000403706 -0.000272746 -0.00261394 0.00257779 0.000941334 0.00561593 -0.00042241 -0.00273009 -0.00861444 -0.0118571 -0.000162855 -0.00776177 0.00262323 0.0170306 -0.00356233 0.00648491 0.000413114 0.00437098 -0.000359354 -0.00378846 -0.00787328 -0.00863357 -0.00629759 -0.00390634 0.00254807 0.000477968 -0.00332022
internal_weight=0 8664 8582 2195 358 345 330 313 141 172 6387 49 6338 6324 3484 3437 47 511 2926 2840 738 353 385 2102 1040 1062 21 82 1837 59 39 1778 208 50 158 132 1570 29 1554 52 3762 2971 198 54 144 30 791 323 167 76 468 91 52 30 39 114 27 2773 2612 57 69 54 156 161 140 26 114 48 54 35 45 30 130 114 458 447 80 25 367 123 88 55 43 36 26 22 29 24 26 35 20 1502 2555 480 46 2075 1866 1832 209 184 434 238 196 31 26 34 43 30 91 50 41 244 24 39 29 22 20 27 23 66 21 21 23 220 26 22 21 35 33 22 25 26 43 20
internal_count=12426 8664 8582 2195 358 345 330 313 141 172 6387 49 6338 6324 3484 3437 47 511 2926 2840 738 353 385 2102 1040 1062 21 82 1837 59 39 1778 208 50 158 132 1570 29 1554 52 3762 2971 198 54 144 30 791 323 167 76 468 91 52 30 39 114 27 2773 2612 57 69 54 156 161 140 26 114 48 54 35 45 30 130 114 458 447 80 25 367 123 88 55 43 36 26 22 29 24 26 35 20 1502 2555 480 46 2075 1866 1832 209 184 434 238 196 31 26 34 43 30 91 50 41 244 24 39 29 22 20 27 23 66 21 21 23 220 26 22 21 35 33 22 25 26 43 20
is_linear=0
shrinkage=0.193739


Tree=31
num_leaves=102
num_cat=0
split_feature=8 8 5 9 1 2 8 8 4 3 5 2 5 1 3 2 2 0 0 8 0 5 3 0 2 0 5 1 5 2 4 3 5 5 1 2 1 1 1 5 1 2 4 0 4 3 2 5 2 3 2 2 4 3 4 2 0 8 2 2 4 2 8 5 0 5 0 3 2 2 2 5 8 0 5 4 2 0 0 8 8 0 2 0 0 8 0 4 8 5 1 2 5 4 5 0 2 2 1 3 4
split_gain=0.0153323 0.0180093 0.0316082 0.0167304 0.0165092 0.0156767 0.0326486 0.0680649 0.0554166 0.0735427 0.0742719 0.0706488 0.0672184 0.0713945 0.0632643 0.0439704 0.085411 0.040774 0.0566206 0.0797934 0.0683753 0.0362929 0.0304861 0.0487914 0.0249369 0.0786196 0.0470977 0.0352711 0.0228916 0.022835 0.0640954 0.0634877 0.0619553 0.0578771 0.051127 0.0452653 0.0246275 0.0637597 0.0295325 0.0578822 0.0270175 0.025531 0.0214249 0.0347688 0.0233758 0.0791909 0.0597315 0.0256419 0.0555731 0.0974702 0.101203 0.0491199 0.0388014 0.049517 0.0477169 0.029829 0.0744876 0.0777195 0.0299213 0.0213456 0.0881915 0.0282818 0.0145886 0.0801439 0.051669 0.0480847 0.0272717 0.0423893 0.0261042 0.0237504 0.0218471 0.0230461 0.0164158 0.0556933 0.0479486 0.0138246 0.0136397 0.0552039 0.0691934 0.0378194 0.0599161 0.0352947 0.0289755 0.0256028 0.0232941 0.100821 0.0231291 0.0569938 0.0261917 0.0188385 0.0860217 0.0294553 0.0170734 0.0510687 0.0362306 0.0131462 0.0122013 0.0120731 0.0119186 0.00693597 0.00408364
threshold=0.38179000000000002 0.37924350000000001 -5712.8997641935193 0.39583333333333343 22.514162077104647 0.080350000000000005 0.33465950000000005 0.36893350000000008 0.15978789888800535 0.62675000000000014 -3228.941485040617 0.037350000000000008 -1931.5028337841043 22.03088619624614 0.48435000000000006 0.072050000000000017 0.063750000000000015 10.462566844919788 4.7996138996139006 0.35587900000000006 5.0844221958255567 -8098.5393240176882 0.42745000000000005 10.462566844919788 0.074750000000000025 8.4509048902579913 -3694.5129004908422 30.938446969696972 -2370.3980642654087 0.06115000000000001 0.15255643399794189 0.69345000000000001 -4905.0451639256544 -2065.6918261375781 48.775000000000006 0.067950000000000024 13.826914848095852 13.035913379073758 16.665151515151518 -4248.3352314644335 20.028897849462371 0.041150000000000013 0.03615663516913098 15.732520325203254 0.052909705395454011 0.85605000000000009 0.14665000000000003 -4972.7130398620529 0.15845000000000001 0.43855000000000005 0.12635000000000005 0.11685000000000001 0.28449999570841733 0.57495000000000007 0.25483884446369359 0.14485000000000003 11.045577242524919 0.34302500000000008 0.13265000000000002 0.16065000000000004 0.18108091621475361 0.16475000000000004 0.38955350000000005 -5891.9816880765557 7.4188596491228083 -3303.8795281057482 20.285108071803645 0.56740000000000002 0.17805000000000001 0.13645000000000004 0.12185 -2637.8680298780287 0.39142150000000003 12.459582790091266 -2762.1798614792538 0.25981005258419415 0.022050000000000004 4.7316628264208918 4.8543229372285834 0.51644450000000008 0.56336700000000006 5.1371473354231982 0.022650000000000003 3.4377976190476196 4.4483218916857377 0.50564650000000011 3.1943351691581436 0.40110187674014475 0.58966850000000004 -284.20065771384537 2.6628025760604044 0.14875000000000002 -1004.5678912804213 1.1849360402569438 -1039.7699978026467 4.7996138996139006 0.089550000000000018 0.045650000000000003 32.106203007518808 0.69345000000000001 0.23397341895772608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=0.0024267611613127899 0.00091826330644763907 0.0036023208050888341 0.0025687033827078323 0.013565440381405589 -0.0024086246868539507 0.016057552226604967 -0.0047876564319624636 -0.0098778886063899656 -0.0066132665999873389 0.0074522345024836114 0.0016229305397796453 0.012446234437619108 0.00017810056881192404 -0.0011055789435744318 -0.0056570429745814999 0.0075074765931898955 0.0086145325234636139 0.0024337389779653905 0.02291267294169979 -0.0075390085452392832 -0.019553371880338764 0.00042796751369475949 0.023372143596466687 -0.0076689412170579119 -0.00073796385270248556 -0.0100930021343568 -0.0046111782967463997 0.013902920940058594 -0.0029541029861280144 0.0033035846694940319 0.019878329849849909 0.0042341673960088694 0.0054712883278565383 0.0088833283056615198 -0.0028935370119071544 -0.0033105393248743327 0.011317005514675797 -0.005906968115542359 -0.012866004224850871 -0.0023409813272264701 0.0045271748190949708 -0.0033085910338421327 0.0044775864594437777 0.0032008948135185279 -9.0655072545589851e-06 -0.0015377698073936871 0.020606068067611647 0.0063956039543518542 0.0020285449440656054 0.0023407403831165394 0.015813266706360195 -0.0058293711908010085 -0.0078101674181025003 -0.0010238474529976581 -0.0011962808556188771 0.0045680854989678249 0.0070128050795140989 0.0015022170286491602 -0.0086641043413578644 -0.00077461531040262698 -0.014320821338589775 -0.011800717426596845 -0.0017805741989571813 0.0059543848582240154 -0.0027845360689710275 -0.011979630876813627 -0.0047739193708147484 0.020879634657686084 0.0085612827082197553 0.0039543404314346265 0.033488153425742011 -0.00098497360626136586 -0.0018997313095815587 -0.014095373347723482 0.012248741182673776 -0.0085270150785843792 -0.0086339075180223435 0.0029431880977815062 -0.0078077812074023468 0.014707104806069097 -0.00098241221988577907 0.0049578491629499455 -0.00098766030222315667 -0.0040140454975934143 -0.017069006617500125 -0.018798716510655272 -0.0028223382159256486 -0.011524832767509853 -0.0088194873525961302 -0.0039006465317542416 -0.0068451452660955566 0.012673902920218154 0.0027435246986433079 -0.0016216170453544614 0.0062369778220317269 0.0056680189035726953 -0.0098999743145085708 0.0022745048369215864 -0.00024646609780609106 0.0028024071708242881 0.013331869692921 0.0012705099956065822 -0.0097522473132759056 -0.0079386152119773293 -0.0026504664318948165 -0.0094991835254653757 -0.0074062157185965467 -0.0027730244786008992 4.6111924875494922e-05 0.0028890898996742852 -0.0037890665613042659 0.00046271235203157343 0.011543648338035397 0.0041376113673660623 -0.0057988612691831105 0.002868142789172272 0.00012697961145716652 -0.0076574631305392667 0.0032587170488089833 0.022141596941430398 -0.003290431636372253 -0.0044269600637672629 0.00053610804562207923 -0.0065578449804364414 0.00010712874052489356 0.0040290742630501074
leaf_weight=42 14.999999999999998 11.000000000000002 14.000000000000002 10.999999999999998 10.999999999999998 12.999999999999998 11.000000000000002 15.999999999999998 12.999999999999998 15.999999999999998 453 14.000000000000002 11.000000000000002 165 15.000000000000002 18 39 17.000000000000004 22 55 9.9999999999999982 14.999999999999998 18 112 9.9999999999999982 10.999999999999998 13.999999999999998 10.000000000000002 24 46 19 15.999999999999998 10.999999999999998 75 10.999999999999998 29 14.999999999999998 26 31 384 122 126 229 73 5968 13.999999999999998 11.999999999999998 29 10.000000000000002 10.000000000000002 15.000000000000002 10.999999999999998 15.000000000000002 343 520 10.000000000000002 9.9999999999999982 19 22 351 17 14.999999999999998 13.999999999999998 117 66 17 29 10.000000000000002 12.000000000000002 70 9.9999999999999982 96 10.999999999999998 17 10.999999999999998 10.999999999999998 12.999999999999998 31 9.9999999999999982 11.999999999999998 842 37 263 10.000000000000002 9.9999999999999982 9.9999999999999982 21 11.999999999999998 13.999999999999998 19 11.999999999999998 10.000000000000002 10.999999999999998 22 15.999999999999998 11.999999999999998 9.9999999999999982 11.999999999999998 121 11 18 24 12 10.000000000000002 134 9.9999999999999982 24 14.000000000000002 13.000000000000002 19 15.999999999999998 13.999999999999995 9.9999999999999982 12.999999999999998 9.9999999999999982 21 14.999999999999998 10.999999999999998 9.9999999999999982 9.9999999999999982 10.999999999999998 18 11.000000000000005 11.000000000000002 116 9.9999999999999982
leaf_count=42 15 11 14 11 11 13 11 16 13 16 453 14 11 165 15 18 39 17 22 55 10 15 18 112 10 11 14 10 24 46 19 16 11 75 11 29 15 26 31 384 122 126 229 73 5968 14 12 29 10 10 15 11 15 343 520 10 10 19 22 351 17 15 14 117 66 17 29 10 12 70 10 96 11 17 11 11 13 31 10 12 842 37 263 10 10 10 21 12 14 19 12 10 11 22 16 12 10 12 121 11 18 24 12 10 134 10 24 14 13 19 16 14 10 13 10 21 15 11 10 10 11 18 11 11 116 10
internal_value=0 3.86886e-05 0.00312436 0.00550476 0.00160458 0.0106455 -0.000735289 -0.00449813 -0.0019145 1.60234e-05 0.000381987 -0.000113949 8.60423e-05 5.99875e-06 0.00503618 0.00987356 0.00457456 0.00693571 0.0162599 -0.00130291 -0.00452197 0.0108351 0.0135305 -0.00627784 -0.00130813 0.00299934 0.00435871 0.00870501 0.00238766 0.00601282 0.00832896 -0.0052177 -0.00646639 0.00472614 0.00581476 -0.00173981 0.00265042 -7.65968e-05 -0.00161789 -0.00315013 0.00267252 5.73299e-05 0.00214192 0.000370638 -7.77067e-05 0.00724494 -0.000767491 0.000181807 0.0100308 -0.000383237 -0.00204047 0.0067548 -0.00259265 -0.00193733 -0.000786641 0.00116062 -0.00052952 5.13355e-05 -0.00401349 -0.000119787 -0.00113518 -0.00507145 -0.000382465 5.395e-05 0.00280422 -0.00131678 -0.00329332 0.000263993 0.0021322 0.00626476 0.0206594 -0.00106241 0.0093111 -0.00304147 -1.26134e-05 0.00219337 -0.00246064 -0.000800292 0.000371214 0.00936194 -0.000103194 -0.000728141 0.000663979 -0.00729568 -0.010942 -0.0126466 0.00184297 -0.00588708 -0.00497627 -0.00757473 -0.000495639 0.00239912 0.00776024 -0.000691092 0.000151746 -0.0013109 -0.00260073 -0.00322248 -0.000208689 0.000429819 0.00289269 0.00659032 -0.00385409 -0.000561512 -0.00274672 -0.00317529 -0.00550626 -0.000298416 -0.00200692 -0.000111143 -0.00699807 -0.00282423 0.00836189 0.000418895 -0.00260327 0.000227452 -0.00203208 -0.00509087 7.20199e-05 0.0187068 -0.00571137 -0.0015989 -0.00258007 -0.00463861 -0.00017612 0.00314389
internal_weight=0 11628 84 57 33 24 799 47 27 11544 3025 8519 7293 7166 115 65 127 102 40 1226 174 72 57 149 50 486 320 99 221 79 65 139 123 141 25 80 39 7051 563 415 148 6488 394 166 6094 89 1052 603 32 571 449 26 423 398 549 155 25 135 41 2539 696 111 585 551 183 368 94 1843 237 103 22 134 21 113 1606 81 30 60 52 22 1595 879 716 34 20 25 94 41 25 34 752 47 21 705 299 406 178 166 283 228 65 42 23 163 156 144 34 228 67 42 32 55 20 161 23 142 26 25 148 20 21 43 29 22 138 20
internal_count=12427 11628 84 57 33 24 799 47 27 11544 3025 8519 7293 7166 115 65 127 102 40 1226 174 72 57 149 50 486 320 99 221 79 65 139 123 141 25 80 39 7051 563 415 148 6488 394 166 6094 89 1052 603 32 571 449 26 423 398 549 155 25 135 41 2539 696 111 585 551 183 368 94 1843 237 103 22 134 21 113 1606 81 30 60 52 22 1595 879 716 34 20 25 94 41 25 34 752 47 21 705 299 406 178 166 283 228 65 42 23 163 156 144 34 228 67 42 32 55 20 161 23 142 26 25 148 20 21 43 29 22 138 20
is_linear=0
shrinkage=0.193739


Tree=34
num_leaves=117
num_cat=0
split_feature=2 1 7 7 8 4 6 4 1 7 8 4 8 4 4 3 7 7 1 8 2 7 2 2 6 1 4 6 2 7 9 2 4 4 2 4 4 6 3 7 3 1 3 4 8 4 7 4 1 6 3 7 9 9 6 7 4 7 9 2 8 1 1 1 4 2 2 7 3 4 3 6 6 6 8 4 1 2 4 4 2 8 1 1 9 7 6 8 6 6 6 4 4 4 7 4 8 1 4 2 1 6 8 4 4 6 1 8 4 2 4 2 6 9 6 8
split_gain=0.0102572 0.02182 0.0167822 0.0619357 0.01707 0.0209449 0.0284707 0.0199375 0.0144895 0.0293833 0.016879 0.0155946 0.0126425 0.0155571 0.0136865 0.0574841 0.033714 0.100979 0.041163 0.0561535 0.0191321 0.0191229 0.0276419 0.028944 0.0212871 0.0455203 0.0180704 0.0656568 0.0539829 0.0170178 0.0226415 0.0217048 0.0347353 0.0201642 0.0140789 0.0153337 0.0137369 0.0485605 0.0300343 0.0124911 0.0235125 0.0154715 0.0328556 0.0390868 0.024891 0.0247683 0.0438628 0.0245463 0.0218682 0.0212567 0.0189961 0.0142992 0.012678 0.0124872 0.0124182 0.0157258 0.0122767 0.0118677 0.0118262 0.0117225 0.0110088 0.0203291 0.0348678 0.0184583 0.0248904 0.0222943 0.0176946 0.0132014 0.0177742 0.0107498 0.0113101 0.0103136 0.012876 0.0127111 0.0191786 0.00927903 0.008802 0.00860037 0.00723112 0.00720042 0.0116451 0.0111477 0.00779778 0.00673051 0.0132593 0.0131444 0.0231143 0.0121058 0.0141369 0.0107932 0.0418123 0.028149 0.0139563 0.0209674 0.0208258 0.01027 0.0171334 0.00964299 0.0171138 0.0136605 0.00719198 0.005659 0.0055899 0.00529206 0.0138682 0.00857015 0.00523446 0.00483639 0.00387535 0.0038174 0.00314482 0.00294822 0.00247802 0.00995289 0.00308805 0.00155236
threshold=1.0000000180025095e-35 5.037345839847144 7344.6225681016122 6279.1259858109024 0.32426750000000004 0.057018611949016564 0.028490259740259743 0.22765828911958499 2.6628025760604044 609.63170850938593 0.35265400000000008 1.1242884729833824 0.59318850000000012 1.725601914823043 1.2973525776377837 0.016650000000000002 302.78688524678677 753.71974603581418 6.2635233918128668 0.40486000000000005 0.039350000000000003 110.23869922953523 0.049950000000000008 0.43440000000000006 0.91720222793487582 134.63043478260872 0.86921292198877442 0.99614470361016205 0.39280000000000009 44.762930430704976 0.97916666666666685 0.022050000000000004 0.72901415143735038 0.74304577370882463 0.72945000000000004 0.60226427038291963 0.34765661752616128 0.55209329577533595 0.26465000000000005 5063.3764298665474 0.80635000000000001 19.766761865905078 0.61115000000000008 0.19038879960924707 0.56738400000000011 0.48128893977494241 1234.3748794970813 0.032303004645775527 17.695705384957723 0.26247684661041809 0.91500000000000015 131.96693713894297 0.81250000000000011 0.89583333333333337 0.79610597476991773 1.0000000180025095e-35 0.74304577370882463 19.428172559749033 0.93750000000000011 0.79110000000000014 0.6049365000000001 39.64946018893388 62.832783882783893 28.588760504201684 0.081833130464542908 0.074750000000000025 0.30960000000000004 27856.346747371255 0.77505000000000013 0.032303004645775527 0.70860000000000001 0.97537088988298337 0.98840569969081871 0.91720222793487582 0.34492900000000004 0.81170101511971848 9.8134664948453629 0.20425000000000004 1.8681995415079113 2.0044753007143434 0.13975000000000004 0.4269960000000001 2.6628025760604044 18.333920187793428 0.93750000000000011 1112.5657305845521 0.62527248691410164 0.61568800000000012 0.84932052050925355 0.083902377512726403 0.078386864667894393 0.03798846128036145 0.21928710372898952 0.24126994762033468 1872.5346717838688 0.17897662494216018 0.69602850000000005 4.7950736927114894 1.725601914823043 0.42750000000000005 12.335897435897438 0.66672384415703234 0.25406400000000007 0.49535283398457491 0.37270206538142786 0.18227940027393988 9.0025906735751313 0.38588550000000005 0.21714897708208619 0.3977500000000001 1.3801823605112327 0.33335000000000009 0.044800447639552855 0.64583333333333337 0.083902377512726403 0.19533600000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_weight=0 2900 96 45 27 2804 2781 9529 148 42 106 53 51 2740 414 178 139 91 2326 218 29 189 135 54 2108 449 393 1659 56 48 48 9381 198 128 70 107 9183 7943 128 50 78 7815 134 35 1240 307 31 276 933 100 833 442 45 391 153 238 397 203 46 73 41 99 34 191 30 68 93 75 57 32 7681 615 504 39 236 204 77 111 7066 1147 5919 21 51 53 34 39 41 23 20 32 65 1611 24 23 34 46 33 32 25 25 127 54 43 34 22 22 20 22
internal_count=12429 2900 96 45 27 2804 2781 9529 148 42 106 53 51 2740 414 178 139 91 2326 218 29 189 135 54 2108 449 393 1659 56 48 48 9381 198 128 70 107 9183 7943 128 50 78 7815 134 35 1240 307 31 276 933 100 833 442 45 391 153 238 397 203 46 73 41 99 34 191 30 68 93 75 57 32 7681 615 504 39 236 204 77 111 7066 1147 5919 21 51 53 34 39 41 23 20 32 65 1611 24 23 34 46 33 32 25 25 127 54 43 34 22 22 20 22
is_linear=0
shrinkage=0.193739


Tree=37
num_leaves=135
num_cat=0
split_feature=2 2 7 0 2 7 1 0 2 6 4 1 8 0 8 7 0 4 1 0 4 4 1 1 0 4 1 6 0 0 4 2 2 8 7 7 1 8 8 2 7 7 7 7 2 8 2 8 1 8 4 6 7 0 2 0 1 8 1 8 2 8 7 7 0 1 2 0 8 8 7 0 1 2 6 0 9 0 9 1 1 1 7 1 7 1 7 6 1 8 2 6 2 0 2 2 1 1 2 1 1 7 4 8 1 2 8 1 6 0 0 6 8 8 0 8 0 8 1 2 1 4 8 0 6 7 1 0 6 8 6 6 6 4
split_gain=0.00815559 0.0331727 0.0806879 0.0734157 0.0361269 0.045377 0.0575268 0.0283418 0.0206062 0.0277976 0.0628359 0.0338556 0.0691434 0.0202494 0.0333576 0.0190683 0.0311221 0.0467595 0.117497 0.0301439 0.0344431 0.0532997 0.0288951 0.0237559 0.0238497 0.0235605 0.0220664 0.0239319 0.0195548 0.0190849 0.0185601 0.0182548 0.0155243 0.0716401 0.0186355 0.0154172 0.0349924 0.0182008 0.0132911 0.0136655 0.0281532 0.0207444 0.0132308 0.044765 0.0608537 0.0657678 0.0823977 0.0998422 0.103181 0.0532643 0.0458035 0.0808242 0.0407473 0.0369681 0.036572 0.0708375 0.0933657 0.0496471 0.050771 0.079549 0.0419095 0.0350498 0.034184 0.0712358 0.0676605 0.0823336 0.0696021 0.0683844 0.0447363 0.0357245 0.0323499 0.0493081 0.0607521 0.0685799 0.082041 0.0596792 0.0873211 0.0504467 0.042381 0.0316854 0.0270898 0.0475893 0.04006 0.0317107 0.0508244 0.0304382 0.0264715 0.0830671 0.0452598 0.0259452 0.0258095 0.0251914 0.0251036 0.033042 0.0234509 0.0209366 0.0203053 0.0790994 0.106968 0.051019 0.0788168 0.0402377 0.031081 0.0197025 0.043584 0.0176642 0.017135 0.0284135 0.0245186 0.0159449 0.0150434 0.0145332 0.0134222 0.0125564 0.0277188 0.0263122 0.0125317 0.0110945 0.0102711 0.0151523 0.00999887 0.00987354 0.00980215 0.00973183 0.00858979 0.00847894 0.00809465 0.00674592 0.00631916 0.00627602 0.00588627 0.00533451 0.00244247 0.00143606
threshold=0.013450000000000002 0.012250000000000002 3688.2851125433649 3.2456224350205205 0.01145 2134.8012138711933 35.907368421052638 4.8977506732140039 0.015050000000000003 0.17744919245857335 0.37770783056152618 28.092928810320117 0.22752350000000002 10.007812500000002 0.54126800000000008 3035.4496055333789 3.6539671020803097 0.13310447828511604 30.938446969696972 7.4188596491228083 0.068064482412497004 0.062128177878245504 9.8134664948453629 8.0056179775280913 4.0985436893203895 0.36856036781658441 49.331613508442786 0.093001818101604725 5.417288557213932 3.5470224056603779 0.045310015696125604 0.00415 0.0067500000000000017 0.36681850000000005 4652.1990366576474 3230.3231902074008 25.478095238095239 0.39985950000000009 0.92530050000000008 0.010250000000000002 1670.1976875852424 404.56246235901705 2087.9636109906887 1807.7640805036801 0.38740000000000002 0.55344400000000016 0.044950000000000011 0.45409950000000004 16.665151515151518 0.57718350000000018 0.096479508134916694 0.3277444909504425 2428.1411132815692 7.4188596491228083 0.03425000000000001 11.157599053814312 24.466880341880344 0.56336700000000006 14.424304418985271 0.29966900000000002 0.065550000000000011 0.43919300000000006 2520.2138473819969 2558.4002311276213 17.572599531615932 18.104987599889778 0.12185 4.7996138996139006 0.27583150000000006 0.50061700000000009 1491.1973212468813 5.1371473354231982 33.378398007885458 0.35900000000000004 0.57102140345329444 20.285108071803645 0.85416666666666685 4.3835483870967744 0.97916666666666685 19.505813953488374 27.159090909090914 28.092928810320117 4159.4606520260832 23.383797054009822 4524.6305900947145 23.055612244897961 1467.6792652182928 0.38405406568158251 16.457471264367818 0.33252650000000006 0.076950000000000018 0.48034133915574967 0.18460000000000001 4.31945945945946 0.081650000000000014 0.031150000000000004 20.028897849462371 19.322307271733191 0.17525000000000004 28.348509485094855 33.378398007885458 1252.4543592237105 0.25483884446369359 0.40790100000000001 9.9582926034538968 0.14305000000000004 0.36681850000000005 33.085784313725497 0.4604589884323545 3.9090117002738363 8.334577114427864 0.48034133915574967 0.61568800000000012 0.42087050000000009 5.417288557213932 0.51366250000000013 25.148510971786838 0.24542300000000003 6.416344086021506 0.00035000000000000005 12.742463393626187 0.12367530143739607 0.64587150000000004 11.157599053814312 0.43954616413916153 1541.3306995443829 184.55434782608697 3.8106603773584911 0.398668930861445 0.72196500000000008 0.75214188621352884 0.39297010130961213 0.11512586961199169 0.08054401739085483
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 129 15 128 -7 -5 9 127 11 120 -13 14 -4 16 29 18 -18 20 21 32 121 130 131 -26 28 -28 -24 38 31 -21 34 -34 -17 -32 -37 -38 39 41 -41 -1 43 70 45 46 50 61 -49 110 -45 -52 54 92 95 57 -57 58 60 -60 -56 -48 64 79 65 66 67 -54 -67 -70 86 77 73 78 -75 76 -74 103 -73 -64 83 89 -83 85 -85 -65 96 -88 -89 -82 -79 -68 93 -47 112 113 97 102 -99 101 -101 -98 -10 104 -72 -96 107 -58 -108 -105 -46 -81 -59 114 -44 -115 -15 -77 119 -40 -11 -22 -117 -116 -9 -92 -8 -2 -6 -3 -19 -25 133 -20
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leaf_weight=159 18 15.000000000000002 19 10.999999999999998 12.000000000000002 11.000000000000002 10.000000000000002 11.000000000000002 684 13.000000000000002 15.999999999999998 10.000000000000002 13.999999999999998 10.000000000000002 12.999999999999998 73 17 10.000000000000002 10.000000000000002 15.000000000000002 14.000000000000002 12.999999999999998 90 11.000000000000002 165 151 12.000000000000002 10.999999999999998 31 12.999999999999998 15.999999999999998 9.9999999999999982 12.999999999999998 42 195 12.999999999999998 334 36 10.000000000000005 22 11.999999999999998 442 9.9999999999999982 13.999999999999998 10.000000000000002 93 160 23 31 11.999999999999998 19 26 14.000000000000002 12.999999999999998 12.999999999999998 9.9999999999999982 11.999999999999998 10.000000000000002 10.999999999999998 95 58 10.999999999999998 15.999999999999998 996 17 9.9999999999999982 10.000000000000002 11.999999999999998 28 10.999999999999998 12.000000000000002 20 24 14.000000000000002 15.999999999999998 18 24 11.999999999999998 200 11.000000000000002 27 716 3176 138 129 20 10.999999999999998 18.000000000000004 9.9999999999999982 53 11.000000000000002 9.9999999999999982 13.999999999999998 9.9999999999999982 9.9999999999999982 10.999999999999998 274 20 15.999999999999998 119 312 62 1737 164 14.999999999999998 36 15.999999999999998 47 26 28 10.999999999999998 9.9999999999999982 14.999999999999998 9.9999999999999982 10.000000000000002 13.000000000000002 10.999999999999998 24 9.9999999999999982 9.9999999999999982 9.9999999999999982 12.999999999999998 18 11.999999999999998 9.9999999999999982 9.9999999999999982 9.9999999999999982 17 10.999999999999998 9.9999999999999982 10.999999999999998 10.999999999999998 11.999999999999998 10.999999999999998
leaf_count=159 18 15 19 11 12 11 10 11 684 13 16 10 14 10 13 73 17 10 10 15 14 13 90 11 165 151 12 11 31 13 16 10 13 42 195 13 334 36 10 22 12 442 10 14 10 93 160 23 31 12 19 26 14 13 13 10 12 10 11 95 58 11 16 996 17 10 10 12 28 11 12 20 24 14 16 18 24 12 200 11 27 716 3176 138 129 20 11 18 10 53 11 10 14 10 10 11 274 20 16 119 312 62 1737 164 15 36 16 47 26 28 11 10 15 10 10 13 11 24 10 10 10 13 18 12 10 10 10 17 11 10 11 11 12 11
internal_value=0 -0.000334985 -0.00360124 -0.00861054 -0.000160277 0.00474853 -0.000132335 -0.0146405 7.74628e-05 0.00286202 0.00527137 0.00880536 0.0137899 0.00183342 0.00485418 -0.000293439 -0.000844321 -0.00217727 -0.00768181 0.000349919 0.0013571 0.00021566 0.00358863 -0.00139544 -0.000993231 -0.00142659 0.00467559 -0.000802273 0.0057153 -3.86291e-05 -0.00085471 -0.00589265 0.000717547 -0.00222619 0.00132644 -0.000528032 -0.000778431 -0.000420378 -0.000186343 -0.000376506 0.00335772 -0.00059189 5.03541e-05 0.000308211 0.00214173 0.00278252 0.00443094 0.00611636 0.0133246 -0.00577438 -0.0019924 0.00106388 -0.000139383 -0.000823628 -0.00192398 -0.00277449 0.0012872 -0.00459075 -0.00632028 -0.00899271 -0.00227541 0.00378928 7.17065e-06 -6.39514e-05 0.00334462 0.00536267 -0.000537604 -0.00705666 0.0108224 0.0137341 9.52128e-05 -0.00122144 -0.0027411 -0.00429136 0.00431191 0.00156506 0.00618519 0.000831054 -0.00547576 -0.00844548 -3.67763e-06 -0.000253693 -0.000157052 0.000770015 0.00264559 0.000275451 0.000334328 0.00530105 0.0108268 -0.00490777 0.00779874 0.00788326 0.000292634 -0.000773443 -0.000256986 0.00170295 0.000272963 0.000544592 0.00946069 -0.000596835 0.000797937 -0.00238364 0.000408969 -0.000243113 -0.00506515 -0.00283974 -0.000538644 -0.00265317 0.00242588 0.000452949 -0.0115054 -0.0132581 0.00443668 0.000474216 -0.00236928 0.00269638 -0.00277869 -0.00373177 0.00374518 0.00109936 0.00331897 -0.00217658 -0.000167382 0.00152439 -0.009846 0.00346843 0.00600153 -0.00149539 0.0111132 -0.00068016 -0.00759843 0.00506516 -0.000819978 0.000449695
internal_weight=0 2182 110 57 2072 54 31 32 10247 98 63 47 24 53 32 2018 1087 409 50 931 507 336 171 359 338 316 144 23 121 678 424 25 323 55 268 399 383 370 665 635 34 601 10149 4302 447 414 284 225 54 33 59 45 5847 130 443 359 111 248 177 106 71 171 5404 5292 112 95 46 26 49 39 3855 592 340 250 30 90 48 252 220 37 5255 3972 3892 1283 267 1016 3263 39 28 80 33 20 117 103 71 84 3224 2457 36 767 431 336 2421 219 27 46 101 59 42 192 21 21 25 73 32 41 21 42 30 20 23 27 31 22 21 21 20 35 23 25 21 22 33 21
internal_count=12429 2182 110 57 2072 54 31 32 10247 98 63 47 24 53 32 2018 1087 409 50 931 507 336 171 359 338 316 144 23 121 678 424 25 323 55 268 399 383 370 665 635 34 601 10149 4302 447 414 284 225 54 33 59 45 5847 130 443 359 111 248 177 106 71 171 5404 5292 112 95 46 26 49 39 3855 592 340 250 30 90 48 252 220 37 5255 3972 3892 1283 267 1016 3263 39 28 80 33 20 117 103 71 84 3224 2457 36 767 431 336 2421 219 27 46 101 59 42 192 21 21 25 73 32 41 21 42 30 20 23 27 31 22 21 21 20 35 23 25 21 22 33 21
is_linear=0
shrinkage=0.193739


Tree=38
num_leaves=122
num_cat=0
split_feature=5 0 9 2 3 7 3 2 8 8 8 2 2 3 7 7 2 0 0 2 3 8 0 5 1 0 2 2 2 7 7 7 5 0 7 0 7 8 5 8 5 2 2 8 0 3 5 8 2 5 7 0 2 8 1 5 5 3 2 8 2 2 2 2 2 1 0 8 3 3 0 7 1 1 1 1 5 5 5 8 8 2 0 0 0 0 2 5 2 2 5 8 5 0 8 5 0 1 8 8 7 0 8 7 8 8 8 8 5 7 7 3 0 0 0 7 1 3 7 0 1
split_gain=0.00786413 0.0326092 0.0293309 0.0349362 0.0320417 0.0195765 0.0182067 0.0517234 0.0168649 0.0509212 0.0184389 0.0145732 0.0168945 0.0143789 0.0456542 0.0405497 0.0605274 0.0279143 0.0574645 0.0249001 0.0204341 0.0295648 0.0524487 0.0219898 0.0170915 0.0299529 0.0164511 0.069134 0.0451232 0.0562855 0.077182 0.0658484 0.0438727 0.0779745 0.0342712 0.0716204 0.0287486 0.0239956 0.0590904 0.0462953 0.0162073 0.0282433 0.0432408 0.0348954 0.0395354 0.0303868 0.0262553 0.0352785 0.0291852 0.0292378 0.0258266 0.0245994 0.0241308 0.0496822 0.0373064 0.0261802 0.0222491 0.0534039 0.0251512 0.0207915 0.0201265 0.0196107 0.0580914 0.0400374 0.0427165 0.0377916 0.0536004 0.0695264 0.0341982 0.0328853 0.0325933 0.0297204 0.0252633 0.076673 0.0228672 0.0463024 0.019791 0.0761575 0.0340523 0.038286 0.0319504 0.018178 0.0179867 0.0165831 0.0159208 0.0142236 0.0161169 0.0272907 0.0181154 0.0121497 0.0119042 0.0114946 0.0114243 0.0112297 0.020696 0.0176322 0.0180822 0.0138789 0.0413439 0.0337843 0.0106877 0.0102824 0.00912623 0.00883911 0.00855735 0.00832754 0.01436 0.0114041 0.00808539 0.00753623 0.00750921 0.00624008 0.00616761 0.00633893 0.00569456 0.00487984 0.00408418 0.00393434 0.0035402 0.00232848 0.00154207
threshold=-889.5839568061798 1.8760964912280704 0.97916666666666685 0.29335000000000006 0.8488500000000001 8.5793902386016203 0.13815000000000002 0.027150000000000004 0.57015750000000009 0.44471000000000011 0.63817400000000013 0.041150000000000013 0.14305000000000004 0.48005000000000003 516.33189454780597 632.52422429045862 0.24490000000000003 11.429802955665027 6.9417229729729737 0.15655000000000002 0.48435000000000006 0.38380150000000007 22.828431372549023 -5401.6075217505459 7.2889414802065415 6.1898326898326905 0.21615000000000004 0.22320000000000001 0.17805000000000001 1541.3306995443829 4103.2977522145347 1407.6822582520895 -5215.0367230696602 8.334577114427864 1153.333993324218 3.6083333333333338 1234.3748794970813 0.34664750000000005 -11354.96555769009 0.36166050000000005 -1900.973197986589 0.43440000000000006 0.13835000000000003 0.45783750000000006 3.9868131868131873 0.016650000000000002 -1716.0288096156339 0.41897400000000007 0.35900000000000004 -1556.7333191733694 3.7273599746820008 2.7534932085526749 0.032550000000000003 0.40944150000000007 7.4599358974358987 -1332.8814709377807 -2065.6918261375781 0.38975000000000004 0.17335000000000003 0.62062200000000012 0.007150000000000001 0.17525000000000004 0.19695000000000004 0.15275000000000002 0.13975000000000004 8.0056179775280913 20.646110056926002 0.43750500000000009 0.42290000000000005 0.21345000000000006 17.329004329004331 199.25754466704021 18.333920187793428 16.226539589442819 15.482544019429268 3.7080309627479444 -6849.8011817504839 -7224.5721948774826 -6377.6652293509114 0.31358400000000003 0.29391850000000003 0.12185 15.732520325203254 15.732520325203254 22.155645161290327 1.6248543123543124 0.092550000000000007 -70.918852886353548 0.084550000000000014 0.091050000000000006 -524.31745484672194 0.35749700000000001 -5111.8744096178343 0.87458609271523191 0.56738400000000011 -70.918852886353548 1.357662227858804 1.8792974277865648 0.50341950000000002 0.63235050000000015 377.25023287994946 1.4020029266508141 0.39631050000000007 14.958552651617545 0.41897400000000007 0.71443900000000016 0.69602850000000005 0.7867050000000001 -1385.7234424305896 1331.5496210220169 331.70403581066665 0.063400000000000026 2.1490806342780031 2.6255841121495331 2.7534932085526749 302.78688524678677 24.684659090909097 0.12455000000000001 429.11719189246304 0.59482184482184486 6.2635233918128668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 2 3 5 -6 -7 7 -9 10 -11 -12 12 103 14 15 20 -18 -19 -20 -21 26 23 -24 -25 25 -27 27 37 29 30 -32 -33 33 -35 36 -37 -38 39 -40 -41 41 45 46 44 59 -47 48 -49 50 51 -52 -53 53 -55 110 -57 57 -59 -60 -61 114 62 76 65 68 66 71 -69 -70 74 -72 -73 81 -75 92 -77 78 -79 80 -81 -82 -83 -84 -85 -86 102 87 -89 -90 -91 -92 -93 -94 95 105 96 -98 99 -100 -101 -102 -103 111 120 -106 107 -108 -109 -110 -111 -112 -113 113 115 -116 116 -118 -119 -120 -121 -122
leaf_value=0.0011685252986715986 0.008767575960281021 -0.0051116669065622939 -0.0084126918170559853 -0.0023930066497165467 0.0041914822505159655 0.0076891186436491461 -0.0010766406298636031 -0.017716816318934653 -0.014194430068821685 0.0056764426863470767 -0.0031080416910503109 0.0018805835056028607 -0.0037902050196100675 0.0044633175502386217 -0.0071444370525438347 -0.01809841316910632 0.0089215306903858201 -0.0022361974434697996 0.019756638368861164 -0.0018737986416663608 0.0016516394284273375 -0.0046000854810070435 0.00090793711557566443 0.0062080192838492865 -0.015015086116952696 -0.0035729518151577343 -0.0071779734251241987 0.00010612420295767277 0.0041984026301156397 -0.002460370954093721 0.0031081955493153716 0.019833660988890792 -0.00071555646757662673 -0.023610500032614615 0.0030388221991224157 -0.0035585220768243283 1.6789389375148641e-05 0.0048541863897860141 -0.0035997284910614267 -0.00012840706769481536 0.012591295208953749 -0.0020589487621153384 0.0033402457245320124 -0.0066644149922654673 0.013445781967416477 0.0039096060200037421 -0.001142661101934541 0.019227459390733861 0.0038366244734482709 0.0021776583726672255 -0.0074862838146103929 0.011333488535754091 -0.003067613001339918 -0.014016895529914267 -0.00089330215199547773 -7.5780373603505564e-05 0.0062569838377652528 -0.013123024571662407 -0.0041119347489259259 0.002783406184128001 0.003749040977816487 0.006845976472327004 0.0013660950307802316 -0.0068507465710400724 -0.00969115042192026 0.0057405152253721921 0.009849331706056343 0.022127005384454591 0.0040304052710524877 -0.00070012535950581337 -0.00075158553426084784 -0.0018340691345620156 -0.00030012418749716626 0.010140063468131302 -0.0056671252341354856 -0.017410055914588624 -0.012510244597224404 0.015105469917243283 0.0027671387187143946 -0.00090468781704794281 -0.0011023851479290982 0.0033809473947930091 0.0058580061113663456 -0.0029075582177445101 -0.0005029366881193427 0.0077846807841563384 0.0011523050458467265 -0.0055251039518029862 -0.0078421364124856788 0.00064974472860358898 0.0097187662194123999 -0.00062097917479211374 0.0010889643980546227 -0.010822222063545819 0.00015885002926829098 -0.0097881545573296185 -0.00015399505181177116 0.0084956412389835621 0.0014652031368304337 -0.0013331836706481776 -0.0082571385317824677 0.010075605638115517 -0.0013011417981627104 0.0032199380271716706 0.00077854242041999094 0.0054037701807300902 -0.0081159127123709464 0.00032281729418954624 -0.0090812015403734236 -0.0063035317710711282 -0.00722268715227487 0.0044557545540805507 0.0036330560321584824 -0.0028593238344254836 -0.00089713198512023713 -0.0059868021596836875 -0.00084406384790218774 0.0016014956455866361 0.0099005166908757939 0.0047049228970234089 7.7283112718863294e-06
leaf_weight=356 10.999999999999998 11.999999999999998 19 16.000000000000004 10.999999999999998 11.999999999999998 17.000000000000004 17 10.000000000000002 18 12.999999999999998 18.000000000000004 19 10 14.000000000000002 11.000000000000002 9.9999999999999982 14.999999999999998 9.9999999999999982 17 153 15.000000000000002 9.9999999999999982 11.999999999999998 18 17 14.999999999999998 438 77 154 235 10.999999999999998 10.000000000000002 11.999999999999998 120 278 5417 73 255 1360 13.000000000000002 9.9999999999999982 11.000000000000002 10.999999999999998 17.000000000000004 14.999999999999998 15.999999999999998 9.9999999999999982 16.000000000000004 17 12.999999999999998 33 39 13.999999999999998 21.000000000000004 10.999999999999998 14.999999999999998 14.999999999999998 19 11.999999999999998 31 11.000000000000002 398 10.000000000000002 35 36 9.9999999999999982 12.999999999999998 15.999999999999998 10.000000000000002 27 33 516 39 39 15.999999999999998 18 12.999999999999998 102 25 362 55 9.9999999999999982 13.999999999999998 299 13.999999999999998 12.000000000000002 9.9999999999999982 10.999999999999998 14.999999999999998 11.999999999999998 28 11.999999999999998 14.999999999999998 29 16.000000000000004 12.999999999999998 18 29 43 13.999999999999998 11.999999999999998 13.000000000000002 12.000000000000002 10.999999999999998 19 9.9999999999999982 103 18.000000000000004 11.999999999999998 9.9999999999999982 13.999999999999998 10.999999999999998 9.9999999999999982 13.999999999999998 11.000000000000002 11.999999999999998 23 13 18 9.9999999999999982
leaf_count=356 11 12 19 16 11 12 17 17 10 18 13 18 19 10 14 11 10 15 10 17 153 15 10 12 18 17 15 438 77 154 235 11 10 12 120 278 5417 73 255 1360 13 10 11 11 17 15 16 10 16 17 13 33 39 14 21 11 15 15 19 12 31 11 398 10 35 36 10 13 16 10 27 33 516 39 39 16 18 13 102 25 362 55 10 14 299 14 12 10 11 15 12 28 12 15 29 16 13 18 29 43 14 12 13 12 11 19 10 103 18 12 10 14 11 10 14 11 12 23 13 18 10
internal_value=0 -0.000617613 -0.00211792 -0.00409169 -0.00553364 0.00202025 -0.0065474 -0.00935548 -0.00420858 -0.0015831 -0.0082394 -0.000315739 0.00175367 4.21552e-05 -8.06557e-05 -0.00011884 -0.00461071 0.00500392 0.00717697 0.00371045 -8.01471e-05 -0.00403388 -0.00934281 0.000243388 -0.0068081 -0.00965895 -5.78048e-05 -0.000516318 9.81125e-05 0.00190976 0.000903152 0.00631182 -0.00670179 -0.0135891 -4.69193e-05 -0.00170933 8.27082e-05 -0.000324786 -0.00126004 0.000127949 0.000417399 0.0016283 0.00225726 0.000546228 0.00352182 -0.00299424 0.00522761 0.0113282 0.00379677 0.00602652 -0.00130302 0.00830278 -0.00160636 -0.00417244 0.0013504 0.00696803 0.000243341 -0.00381175 0.000500748 0.00922452 0.000481418 0.000324782 -0.000185868 0.000906662 0.000530105 0.00435782 0.00604177 0.0103699 -0.00380837 -0.00460863 -0.00585654 0.00101159 0.000883241 0.00207279 -0.00657451 -0.0111933 0.000187562 0.000847379 -0.000736321 -0.00590083 -0.000248499 5.86226e-05 -0.00118202 0.00146217 0.000564652 0.000515 0.000131066 0.00326563 -0.000389956 -0.00320257 0.00518473 -0.00299651 -0.00408507 -0.000102569 0.000931632 -0.00142774 -0.00558798 -0.000245579 -0.00284061 0.00163861 -0.00444403 0.00542202 0.00390262 -0.00080737 -0.00297102 0.000356074 -0.00208181 0.00114378 -0.00669854 -0.00193154 -0.00306376 0.00172567 -0.00121162 -0.00046168 0.002313 -0.00130535 -0.00342075 0.000214474 0.00776317 0.0033499 0.00181074
internal_weight=0 719 309 147 119 28 108 48 60 37 23 162 71 11710 8823 8758 74 65 50 40 8684 48 21 27 64 35 8636 2191 6445 477 389 88 65 22 5968 431 5537 2126 693 1433 2887 362 319 203 85 43 116 21 95 66 29 50 118 63 55 24 2525 49 34 29 56 2476 1319 1157 1044 113 92 49 78 102 62 43 966 395 77 26 1217 710 507 43 464 571 49 25 697 410 369 52 317 29 30 43 51 306 172 134 29 105 44 61 31 42 41 41 21 161 39 122 28 91 31 27 79 67 45 56 23 33 23 30 22
internal_count=12429 719 309 147 119 28 108 48 60 37 23 162 71 11710 8823 8758 74 65 50 40 8684 48 21 27 64 35 8636 2191 6445 477 389 88 65 22 5968 431 5537 2126 693 1433 2887 362 319 203 85 43 116 21 95 66 29 50 118 63 55 24 2525 49 34 29 56 2476 1319 1157 1044 113 92 49 78 102 62 43 966 395 77 26 1217 710 507 43 464 571 49 25 697 410 369 52 317 29 30 43 51 306 172 134 29 105 44 61 31 42 41 41 21 161 39 122 28 91 31 27 79 67 45 56 23 33 23 30 22
is_linear=0
shrinkage=0.193739


Tree=39
num_leaves=148
num_cat=0
split_feature=2 5 1 5 9 1 1 6 3 7 4 7 6 3 1 1 1 7 7 5 6 7 6 6 7 4 3 4 5 9 1 3 2 5 2 1 4 4 4 4 2 6 3 1 2 3 4 2 6 3 6 2 3 1 2 3 3 1 1 3 3 7 1 3 1 7 4 1 6 1 2 1 5 1 1 4 6 2 4 9 3 6 3 3 1 5 7 3 3 3 4 4 7 3 2 1 2 2 1 2 4 3 9 7 6 3 7 3 6 6 7 4 4 3 5 6 3 3 4 6 2 1 5 5 2 2 6 5 4 2 9 7 7 7 6 7 7 3 5 5 3 4 6 7 3 1 6
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threshold=1.0000000180025095e-35 -1380701.7000198753 19.766761865905078 -1763.608542368434 0.93750000000000011 24.947140112784286 21.7939393939394 0.041265079183902501 0.78625000000000012 6094.863866320612 0.15255643399794189 8540.7904527696792 0.044800447639552855 0.88355000000000006 24.684659090909097 32.106203007518808 13.576759061833689 1234.3748794970813 1850.5857990257862 -2347.346151230799 0.10518278702372456 729.77907793741099 0.34991218927079198 0.47172909687720516 1217.0279865664124 0.30182639297216979 0.96895000000000009 0.17897662494216018 -1481.8904216947046 0.64583333333333337 5.7000000000000011 0.016650000000000002 0.012850000000000002 -663.40432249845776 0.11345000000000001 3.3876752304587359 1.0637517317248528 1.725601914823043 0.63070153608649615 0.67312254665453541 0.0084500000000000009 0.68416688070750142 0.15245 5.5225328947368428 0.23470000000000005 0.5424500000000001 0.69070065757804311 0.19985000000000003 0.3277444909504425 0.69815000000000016 0.43467402163054342 0.26865000000000006 0.68525000000000003 52.806976744186052 0.20425000000000004 0.75965000000000016 0.77215 38.179144385026746 23.660545822102431 0.73625000000000018 0.70645000000000013 5486.447841096403 25.169515669515672 0.72585000000000011 28.863375430539616 2066.2945486211333 0.12519530656249198 25.792393880629181 0.44743432543218681 21.279914529914532 0.23670000000000005 58.940769230769241 -21389.248499117759 28.348509485094855 6.2635233918128668 0.2792184931135866 0.44743432543218681 0.17805000000000001 0.24521786460971609 0.97916666666666685 0.58825000000000005 0.3277444909504425 0.72425000000000017 0.6715500000000002 140.92708333333334 -21867.302906117508 2066.2945486211333 0.6785500000000001 0.59635000000000016 0.6291500000000001 0.21928710372898952 0.22573303546027154 1895.084169001929 0.5545000000000001 0.059050000000000012 11.297600314712826 0.097250000000000017 0.29875000000000007 20.546920821114373 0.27975000000000005 0.32592970522686943 0.72585000000000011 0.97916666666666685 7449.3962456255986 0.78536370056497184 0.35795000000000005 632.52422429045862 0.25640000000000002 0.84932052050925355 0.7238223757163883 486.34639218156474 0.21714897708208619 0.72901415143735038 0.60385000000000011 -1135.7961389703587 0.94301948051948059 0.79475000000000018 0.50255000000000005 0.27251180626351973 0.69036848374261905 0.12185 3.2345652173913049 -1332.8814709377807 -1556.7333191733694 0.084550000000000014 0.041150000000000013 0.29218080834242455 -1556.7333191733694 0.50244432873537159 0.22320000000000001 0.72916666666666685 2400.0304037481014 1312.2246072731507 1827.4061499801912 0.010542853356890461 1827.4061499801912 6194.3696940951704 0.57285000000000008 -929.33356859845719 -1223.8218607475239 0.84135000000000015 0.0081255989497264012 0.037484753263595107 977.76934810965133 0.89035000000000009 7.8015151515151517 0.18012794064624527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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Tree=40
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is_linear=0
shrinkage=0.193739


Tree=41
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num_cat=0
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=15.000000000000002 12.000000000000002 824 11.999999999999998 17 14.999999999999998 13.999999999999998 113 17 9.9999999999999982 13.999999999999998 19 15.000000000000002 13.999999999999998 9.9999999999999982 17.000000000000004 23 33 14.000000000000002 36 46 9.9999999999999982 171 124 10.000000000000002 13.000000000000002 9.9999999999999982 10.999999999999998 10.000000000000002 12.999999999999998 11.999999999999998 9.9999999999999982 23 18 9.9999999999999982 23 16.000000000000004 18.000000000000004 9.9999999999999982 20 12.000000000000002 10.999999999999998 12.999999999999998 12.999999999999998 37 12.999999999999998 23 18 47 14.999999999999998 11.999999999999998 18.000000000000004 17 12.000000000000002 19 9.9999999999999982 10.000000000000002 10.999999999999998 11.999999999999998 10.000000000000002 9.9999999999999982 13.999999999999998 11.999999999999998 12.000000000000002 10.000000000000002 10.999999999999998 10.999999999999998 9.9999999999999982 18 10.000000000000002 75 10.999999999999998 12.000000000000002 9.9999999999999982 12.000000000000002 13.999999999999998 63 34 9.9999999999999982 25 14.000000000000002 13.999999999999998 25 22 28 23 43 9.9999999999999982 11.999999999999998 9.9999999999999982 10.000000000000002 17 9.9999999999999982 9.9999999999999982 9.9999999999999982 9.9999999999999982 28 24 57 42 577 405 14.999999999999998 27 6786 10.999999999999998 979 231 13.999999999999998 13.999999999999998 10.999999999999998 16.999999999999993 9.9999999999999982 11.999999999999998 16.000000000000004 9.9999999999999982 11.999999999999998 36 10.999999999999998 30 13.999999999999998 17 10.999999999999998 14.999999999999998 45.000000000000007 9.9999999999999982 39 12.999999999999998 17 9.9999999999999982 23 9.9999999999999982 15.999999999999998
leaf_count=15 12 824 12 17 15 14 113 17 10 14 19 15 14 10 17 23 33 14 36 46 10 171 124 10 13 10 11 10 13 12 10 23 18 10 23 16 18 10 20 12 11 13 13 37 13 23 18 47 15 12 18 17 12 19 10 10 11 12 10 10 14 12 12 10 11 11 10 18 10 75 11 12 10 12 14 63 34 10 25 14 14 25 22 28 23 43 10 12 10 10 17 10 10 10 10 28 24 57 42 577 405 15 27 6786 11 979 231 14 14 11 17 10 12 16 10 12 36 11 30 14 17 11 15 45 10 39 13 17 10 23 10 16
internal_value=0 4.94403e-05 0.000855883 0.00271618 0.00913942 0.00164015 0.00253702 0.00160155 0.00239689 0.00149075 0.000270393 0.000783767 -0.00390729 0.00105298 0.00353582 0.00482346 0.000533401 0.000501535 0.00297066 0.0057045 0.0134533 -0.000360881 -3.87793e-05 -0.000355915 -0.0022557 0.00281195 -0.00357854 -0.0049379 -2.37577e-05 0.00139673 -5.2754e-05 -0.00172538 0.00202746 0.00426348 4.59092e-06 -0.00305225 -0.000461784 0.00301131 -0.0054158 0.00348702 0.00556139 0.00951416 0.00379679 0.00562488 -0.00227099 0.00869226 -0.00308302 -0.0045794 -0.00574731 -0.00287353 0.000726439 0.00352446 -0.00108682 -0.000555244 0.000213072 0.00322508 -0.010338 -0.0126923 0.00447333 -0.00100252 -4.1799e-05 -0.000146965 -0.000210431 0.00132237 0.00594755 0.000512878 -0.000184882 -0.000379634 -2.47274e-05 0.00240496 0.00139152 0.00053015 0.00189081 -0.000406378 -0.00393591 -0.000187582 0.00247787 0.0103722 -0.000563857 -0.00148567 -0.00256815 -0.00207615 -0.000429642 0.0019102 -0.00285846 -0.00399784 0.000182005 -0.000210774 -0.00170723 0.00130584 -0.00259485 -0.0032832 -0.00106577 -0.00598732 0.00460404 -0.00354375 -0.00795984 -0.00048207 -0.00217468 -0.00019939 -3.35134e-05 -0.000889269 -0.00768282 1.09993e-05 -0.000190124 -0.000112595 0.00092008 -0.000177614 -0.00148806 0.00190694 -0.00160123 0.00112064 -0.00615452 -0.00708476 -0.004575 0.00085453 0.00106577 0.000515025 0.00131026 -0.00569877 -0.00312928 0.00186316 -0.00413058 -0.000887179 -0.00461026 -0.00039953 -0.00525824 -0.00173429 -0.006444 5.18363e-05 0.000609922 -0.000647514
internal_weight=0 10836 901 215 30 185 168 154 137 127 686 545 29 516 93 83 56 423 109 82 27 314 295 1586 112 23 89 69 9935 198 9737 322 84 66 9415 238 114 69 124 123 84 33 73 60 36 33 85 67 45 30 186 58 33 128 115 43 39 28 20 39 9292 41 1474 146 21 125 114 1328 1006 136 118 107 85 870 50 820 81 22 59 322 195 181 98 50 48 83 127 26 141 32 109 99 55 44 20 38 34 739 105 634 9278 458 42 8820 416 7765 1055 24 36 23 72 20 58 46 30 22 87 77 66 57 29 29 27 62 22 117 27 29 20 88 49 39
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is_linear=0
shrinkage=0.193739


Tree=42
num_leaves=126
num_cat=0
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=0 -0.000911654 -0.00215879 -0.0058264 -0.00873881 -0.000700556 -0.00154793 0.00379571 0.000651184 2.45486e-05 0.00140732 0.00327357 0.00193898 0.00586098 -0.00200814 0.00302329 -0.00413409 -0.00095215 0.000156327 -0.00194163 -0.00460551 -0.00842935 -0.00296034 -0.00430382 -8.66624e-05 -0.00225033 0.00103876 -0.00110337 0.00110112 1.21428e-06 -0.00225471 -0.00484528 -0.00185775 -0.00347319 0.000232035 0.00341022 0.00123637 9.50462e-06 -7.37929e-05 -0.000938797 -0.0026652 -0.00614452 4.8414e-05 0.00322377 -0.000908579 -0.0027636 0.00406673 0.00591945 -0.00887957 0.00119482 -1.14959e-05 -0.00395953 -0.00726372 1.97603e-05 0.00497747 -0.000878177 0.000221295 0.00136912 4.72853e-05 0.000248035 0.00478836 0.00741288 -0.00172893 -0.00464785 -0.000671542 -0.00324598 0.00210258 0.000153034 0.000538981 -0.000642511 -0.0084796 0.00303968 0.00301736 0.00216832 0.00492818 -0.00110365 0.00689412 -3.97992e-06 0.000396077 -0.00162639 0.00081969 -0.00452884 0.00112396 -0.00292969 -7.48617e-05 0.000607718 -5.95779e-05 0.00136664 -0.00102462 -0.00309427 0.0095592 -0.000780337 0.00537821 0.0017512 0.00107264
internal_weight=0 270 150 42 28 108 97 20 120 12159 201 130 113 56 71 44 53 31 32 57 33 22 77 54 106 36 70 37 26 11958 43 27 34 24 23 33 20 11915 8552 1058 461 154 7494 138 307 163 128 93 100 144 7356 57 35 7299 34 35 3363 442 2921 2625 53 40 296 78 218 113 105 2572 1732 840 52 26 206 170 92 78 36 7265 597 103 494 26 468 88 236 193 170 22 54 43 25 26 23 24 25
internal_count=12429 270 150 42 28 108 97 20 120 12159 201 130 113 56 71 44 53 31 32 57 33 22 77 54 106 36 70 37 26 11958 43 27 34 24 23 33 20 11915 8552 1058 461 154 7494 138 307 163 128 93 100 144 7356 57 35 7299 34 35 3363 442 2921 2625 53 40 296 78 218 113 105 2572 1732 840 52 26 206 170 92 78 36 7265 597 103 494 26 468 88 236 193 170 22 54 43 25 26 23 24 25
is_linear=0
shrinkage=0.193739


Tree=45
num_leaves=110
num_cat=0
split_feature=4 5 0 4 4 2 0 2 2 8 4 4 6 8 8 0 4 6 6 5 0 5 2 6 2 8 8 8 6 5 5 8 6 9 4 5 2 2 0 8 5 0 5 0 1 5 1 6 6 8 6 6 6 0 5 5 5 2 0 0 6 4 2 8 0 1 6 0 6 5 0 4 6 2 4 8 0 6 0 5 1 8 0 2 8 0 4 5 5 2 5 8 8 2 5 6 0 4 6 5 5 5 2 8 5 0 5 9 8
split_gain=0.00535798 0.0100314 0.00932091 0.0060024 0.0264556 0.0169926 0.0248945 0.0151465 0.0267842 0.0498987 0.0152862 0.0315305 0.0490413 0.0394106 0.0334793 0.0293329 0.0215691 0.0486525 0.0556865 0.0369259 0.0292047 0.0223403 0.0200609 0.0193678 0.0149477 0.018874 0.0341293 0.0167289 0.0143263 0.0141822 0.0328074 0.0114883 0.0101096 0.0196067 0.0122397 0.0152177 0.0299994 0.0440553 0.024251 0.0276162 0.0235038 0.0121642 0.0241283 0.0186533 0.0206284 0.015619 0.00929547 0.00840084 0.0260943 0.0217018 0.0149272 0.0394324 0.0189064 0.0199235 0.0186884 0.0302901 0.0380122 0.0292983 0.0205609 0.0185441 0.0164401 0.0432662 0.153122 0.0376783 0.0341358 0.0303589 0.0273687 0.0219782 0.0187484 0.0350423 0.0511429 0.0293053 0.0290347 0.0487724 0.0140107 0.0123568 0.0211413 0.0117333 0.0100089 0.00815075 0.00814656 0.00716414 0.0139595 0.00706682 0.00564612 0.00838735 0.0192575 0.00955618 0.0138071 0.00908984 0.00874515 0.00866044 0.00770706 0.0087359 0.00550461 0.0051286 0.00504388 0.00502288 0.00468753 0.00442217 0.00379086 0.00628973 0.00356421 0.00288116 0.00229003 0.00189852 0.00166758 0.00101665 0.000927716
threshold=1.725601914823043 -12994.730700015358 31.10363247863248 0.53063081876525775 0.51914976543544589 0.087250000000000008 15.243376623376625 0.12185 0.12945000000000004 0.56738400000000011 0.82854059151686998 0.81170101511971848 0.92621059367080327 0.27583150000000006 0.35749700000000001 4.5940108001963678 0.91072364552821372 0.96627232396769436 0.99992636229749643 -3036.1730610478648 17.803225806451618 -2395.919566910412 0.35900000000000004 0.84932052050925355 0.081650000000000014 0.45595700000000006 0.39142150000000003 0.61304300000000012 0.99614470361016205 -11139.862220915022 -1332.8814709377807 0.25406400000000007 0.53548274148369035 0.47916666666666669 0.86921292198877442 -4248.3352314644335 0.043850000000000007 0.039350000000000003 18.007692307692313 0.36364550000000007 -2468.1652327705456 4.1545092838196291 -1168.0623662367489 7.5022935779816526 17.898188093183784 -284.20065771384537 3.7080309627479444 0.80291401766965687 0.83146597682263912 0.47051650000000006 0.64517284824098986 0.656288456703083 0.65058189408104627 5.417288557213932 -2118.1557535357615 -2873.7097911919404 -2582.4143502984075 0.20425000000000004 3.8106603773584911 7.8193473193473197 0.60879681353397275 0.42722237012483122 0.18935000000000005 0.35587900000000006 12.098780487804879 21.279914529914532 0.62160688496566363 10.731283422459894 0.59081399564110304 -4564.6121432588197 8.7756813417190802 0.24521786460971609 0.58830650904429582 0.14665000000000003 0.37270206538142786 0.42238000000000003 3.9090117002738363 0.55209329577533595 8.2563492063492081 -9548.7757879450382 6.2635233918128668 0.26929850000000005 14.354247104247106 0.38355000000000006 0.20041150000000002 3.8651247401247404 2.3439549163079723 -1794.7835065430152 -2347.346151230799 0.30560000000000004 -2762.1798614792538 0.46439950000000002 0.60163500000000014 0.041950000000000008 -4609.9519333922126 0.73713042897332937 2.4254629629629636 1.8681995415079113 0.8569346603693988 -1617.1561458476967 -1481.8904216947046 -929.33356859845719 0.25945000000000001 0.2573165 -2873.7097911919404 18.220202020202024 -4972.7130398620529 0.22916666666666671 0.52413150000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 84 4 47 -6 -7 24 9 -9 11 12 13 31 -15 46 28 19 21 20 -18 -19 -13 -21 32 26 81 108 29 98 -31 -10 33 80 35 38 37 -37 39 -34 -38 42 -36 -43 -45 -44 -14 50 49 -49 60 52 74 -54 55 59 -57 58 -56 -53 68 64 66 -64 67 -66 -63 -62 72 71 -71 -70 77 -74 -52 78 100 -1 -50 -55 -5 95 -83 -17 -3 89 87 88 97 92 -91 -89 93 -86 -4 -26 -95 -87 -12 -30 104 -102 -51 -40 -77 -97 107 -82 -27
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leaf_value=3.8025797358316163e-05 -0.0053364307876632476 0.0033337838731688956 0.00014522855280319706 -0.0045980330594490131 0.0014515980183267075 -0.011834718098578466 -0.0016681064623610018 0.012701409851174615 -8.4752979552721804e-05 -0.0031205352418292157 -0.0015566309057907307 0.013283790232673296 -0.0018078300569448623 0.0055404258679435442 0.0014427030329438647 -0.0042734865905785738 0.0042042449038767775 0.0046709951759791399 -0.0030039282575151081 -0.010836290356886706 -0.00077223940754597676 0.014298514663778041 0.0029418265933723038 -0.0026531131517976113 0.0022822971254245518 0.0030969843973883528 -0.013789104942633516 -0.0032639800942613636 0.0045504626955691786 -0.0085470367358394007 -0.00027795582262991512 -0.004302842276354797 -0.013616201055646492 0.0074170522413155226 0.010717989772036913 -0.00058972986728655669 0.011063644887376775 -0.013435560577241872 0.00086084636916263033 -0.0012893638903835039 0.0015385016393087581 -0.0058501988613293464 -0.0031573607141910458 0.004786574917232971 -0.001020379338326351 0.0028577675601276008 0.0045161014076051777 0.011631513418059047 0.0003544116349022555 0.0040519894812078138 -0.00599675762262272 -0.0017984418197455928 -0.00073940486598077454 -0.0067249667397229779 -0.003864610304457864 -0.014168169110317194 -0.00090773033662090263 0.0097885352620407529 0.0065593407308899574 0.00076966379124400171 0.0013395618866714842 0.010131711243501797 0.005536348306063768 -0.0075446409384663741 -0.011617764886234149 -0.0012957189671348394 0.024210561648402441 0.010439407804192776 -0.0056690545763983784 -0.0013446548851525277 -0.013335525350370843 0.0020302329858823097 -0.0035941714432324448 0.0095286857690555418 0.0016325309328158654 -0.00021186477609626619 0.0079073971851882918 -0.0010176374233535415 -0.0061178921248550991 -0.014183079882045415 -0.00074442344181475473 -0.010127840265926379 -0.0010508388710374387 -0.0096132941613274858 0.00061641570381126896 -0.0054891285716850433 0.0043066062570123612 0.0033602190312481493 -0.0099706290333584687 -0.0012342220586368485 0.0056400054355426783 -0.003919269226355643 0.002200880620232088 -0.007250147576234078 0.006049427786227665 -0.0042239875076208831 -0.0014730592057335752 -0.0014291167487502211 0.0035633464569056685 -0.00059918173036909177 0.0050226370787666572 -0.00052820153894396569 -0.00070406464781984932 -0.0018824066062596517 -0.0036826961105258463 -0.00055994877465281412 0.0035159734811451601 0.0018075133217207026 0.0062200220432174942
leaf_weight=8789 17 9.9999999999999982 12.000000000000002 9.9999999999999982 12.999999999999998 17 19 18.000000000000004 80 11.999999999999998 17.000000000000004 12.000000000000002 23 111 229 21 63 18 18 13.999999999999998 144 20 17 44 13.999999999999998 10.000000000000002 10.999999999999998 17 11.000000000000002 39 33 34 14.000000000000002 19 10.999999999999998 142 11.999999999999998 9.9999999999999982 20 12.999999999999998 42 19 21 31 82 63 12.999999999999998 13.999999999999998 17 13.000000000000002 15.999999999999998 182 9.9999999999999982 12.999999999999998 20.000000000000004 12.999999999999998 20 15.999999999999998 9.9999999999999982 249 136 12.000000000000002 12.999999999999998 20 11.999999999999998 67 11.999999999999998 9.9999999999999982 24 35 21 73 15.999999999999998 29 19 15.000000000000002 13.999999999999998 413 18 14.000000000000002 10.999999999999998 10.000000000000002 15.999999999999998 20 18 19 12.999999999999998 12.000000000000002 13.999999999999998 11.000000000000002 17 10.999999999999998 17 14.000000000000002 10.999999999999998 10.000000000000002 9.9999999999999982 29 9.9999999999999982 12.999999999999998 9.9999999999999947 26.000000000000004 9.9999999999999982 47 12.999999999999998 10.999999999999998 10.000000000000002 10.999999999999998 9.9999999999999982
leaf_count=8789 17 10 12 10 13 17 19 18 80 12 17 12 23 111 229 21 63 18 18 14 144 20 17 44 14 10 11 17 11 39 33 34 14 19 11 142 12 10 20 13 42 19 21 31 82 63 13 14 17 13 16 182 10 13 20 13 20 16 10 249 136 12 13 20 12 67 12 10 24 35 21 73 16 29 19 15 14 413 18 14 11 10 16 20 18 19 13 12 14 11 17 11 17 14 11 10 10 29 10 13 10 26 10 47 13 11 10 11 10
internal_value=0 -0.00091138 -0.000548288 2.10432e-05 -3.42525e-05 -0.00448948 -0.00662 0.00035514 0.000825414 0.00645488 0.000652261 0.00132467 0.000979014 0.00174661 0.00279023 -0.00351856 -0.000196663 0.000639737 0.00578599 -0.000461728 0.000752559 0.00992605 0.00745997 -0.00474739 -0.000342653 -0.0024178 -0.00423017 0.00112364 -0.00236963 -0.00339435 -0.00480118 -0.00136373 4.47503e-05 0.00238938 -0.000229807 -0.0010408 -0.000105611 -0.00149992 -0.0030723 -0.00788637 0.00378416 0.000841881 0.00250402 -0.000362126 0.000594831 0.00133858 0.000523702 -1.29508e-05 0.00142262 0.00582976 -3.40385e-05 -0.000986302 -0.00520477 -0.00821593 -0.000383627 -0.000754596 -0.00634059 0.00330789 -0.00031082 -0.000316083 2.32792e-05 0.00147874 0.00620734 -0.00238254 0.000263304 -0.00296309 0.0177181 0.00201565 -2.0505e-05 -0.00214205 -0.00596415 9.48512e-05 1.47777e-05 0.00488124 -0.00191048 -5.08555e-05 0.00130549 -9.43715e-06 -0.00303572 -0.0108853 2.00393e-05 -0.00235223 -0.00473764 -0.00701072 -0.000986465 -0.00123317 -0.00245479 -0.00351902 -0.00475659 0.000152592 0.0029796 -0.000135766 -0.00121066 -0.00260667 0.00307608 -0.000514744 -0.00496666 -0.00309905 0.000386991 0.0018308 -0.000217429 0.00108838 0.00202937 -0.00106302 -0.00188016 -0.00239462 0.00153919 0.000549921 0.00483549
internal_weight=0 235 218 12194 10463 49 36 1731 1034 30 1004 560 531 454 340 77 444 321 56 265 207 38 29 58 697 109 72 37 123 99 72 114 588 61 527 300 206 152 94 27 54 227 95 132 113 84 36 10414 150 37 10264 582 72 37 510 464 33 46 30 431 9682 282 57 33 225 79 24 146 9400 153 56 97 9247 45 35 113 78 9202 35 27 42 61 26 41 195 185 98 85 62 87 28 23 59 42 23 35 24 48 27 24 64 36 23 67 28 21 32 22 20
internal_count=12429 235 218 12194 10463 49 36 1731 1034 30 1004 560 531 454 340 77 444 321 56 265 207 38 29 58 697 109 72 37 123 99 72 114 588 61 527 300 206 152 94 27 54 227 95 132 113 84 36 10414 150 37 10264 582 72 37 510 464 33 46 30 431 9682 282 57 33 225 79 24 146 9400 153 56 97 9247 45 35 113 78 9202 35 27 42 61 26 41 195 185 98 85 62 87 28 23 59 42 23 35 24 48 27 24 64 36 23 67 28 21 32 22 20
is_linear=0
shrinkage=0.193739


Tree=46
num_leaves=112
num_cat=0
split_feature=3 4 6 6 4 4 4 4 0 8 0 6 8 7 0 0 0 6 3 3 4 0 6 3 7 8 4 8 6 4 6 2 4 0 0 2 8 4 3 0 0 4 0 4 4 6 7 8 6 6 4 8 4 2 8 4 2 0 6 2 8 4 7 6 2 3 3 3 6 4 2 0 3 4 3 4 0 0 8 3 0 0 3 6 2 8 4 4 7 7 0 7 7 9 0 0 6 4 0 4 4 7 7 3 2 6 2 2 6 6 3
split_gain=0.00527588 0.0322716 0.0218666 0.0288403 0.03766 0.0418867 0.0485081 0.0371904 0.0383798 0.045769 0.0746811 0.0422393 0.0287824 0.0352307 0.0450973 0.0429271 0.0356453 0.0247267 0.0245648 0.0207079 0.0183047 0.0205093 0.0181302 0.0342118 0.0354567 0.0294189 0.07018 0.0355397 0.0475092 0.058222 0.0353188 0.0418419 0.0327426 0.0231525 0.0192268 0.0170549 0.029021 0.0161755 0.0148036 0.0345104 0.0603817 0.0597313 0.04424 0.0457879 0.0326037 0.0312657 0.0429399 0.0310226 0.0220748 0.0351164 0.0388693 0.0458419 0.0231367 0.0250747 0.0242689 0.0211827 0.0210524 0.0181895 0.0221022 0.0166052 0.014451 0.0132141 0.0117835 0.01156 0.052287 0.0484014 0.0208168 0.033372 0.0114789 0.0110725 0.0221924 0.0638118 0.015596 0.0141224 0.012998 0.0126662 0.0177761 0.0342841 0.0174235 0.0144772 0.040613 0.0917042 0.0258114 0.0109206 0.0107529 0.010675 0.0102808 0.00994367 0.00969956 0.00763303 0.00761348 0.00745023 0.00772149 0.00735666 0.00726966 0.00693207 0.0132648 0.00755483 0.00638128 0.00628237 0.00397729 0.00395282 0.00962813 0.00667949 0.00285727 0.00219066 0.00190267 0.000714917 0.00128882 0.000514022 0.000277322
threshold=0.40195000000000008 0.86921292198877442 0.21569426466593161 0.73172467744861935 0.69070065757804311 0.36499129043090828 0.32592970522686943 0.38251536373504169 23.097372697724815 0.29603950000000007 9.5171006607073476 0.63390192862690853 0.24013500000000002 1312.2246072731507 6.2747549019607858 18.007692307692313 2.5817424505380084 0.67362204502761458 0.36975000000000002 0.19165000000000001 0.51229492097895724 13.145497311827958 0.65058189408104627 0.51275000000000015 5901.5536293806645 0.35749700000000001 0.40503860987115059 0.45595700000000006 0.71075373603559722 0.42211174310246985 0.69794776152683913 0.34605000000000008 0.28908094647023047 10.233031674208146 9.7047930283224417 0.12945000000000004 0.36681850000000005 0.46838797985112651 0.48005000000000003 8.4509048902579913 7.9944444444444454 0.37270206538142786 9.6089015151515174 0.25197884800211912 0.56440202550613516 0.62160688496566363 1017.1403492376111 0.4849465 0.50315276822288302 0.51147948487571149 0.15459488097910348 0.54962600000000006 0.19792413797275377 0.48625000000000002 0.49124750000000006 0.21510731414636516 0.0027500000000000007 56.576391000304049 0.55895550537343686 0.18745000000000003 0.35587900000000006 0.6533511457093607 842.43046860987818 0.48885434444887438 0.44665000000000005 0.55945000000000011 0.48695000000000005 0.51275000000000015 0.56314302996675425 0.41565518240155375 0.12000000000000001 5.0844221958255567 0.25640000000000002 0.36856036781658441 0.34555000000000008 0.48895549616686074 4.4483218916857377 10.007812500000002 0.39985950000000009 0.32380000000000003 12.596875000000002 7.8193473193473197 0.31445000000000006 0.83923467053592438 0.16475000000000004 0.28425050000000007 0.25729266933322142 0.42211174310246985 540.2594105796735 657.98588172551865 8.1783680282796549 4277.4680166466715 8865.3409302355267 0.97916666666666685 23.097372697724815 19.754616002140761 0.62896172845406251 0.82854059151686998 27.090609951845909 0.46838797985112651 0.3220420529803964 156.6560485639346 44.762930430704976 0.25640000000000002 0.23470000000000005 0.69036848374261905 0.21100000000000002 0.12635000000000005 0.656288456703083 0.69794776152683913 0.31445000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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Tree=48
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threshold=38.641839080459782 39.158928571428582 35.907368421052638 37.00847457627119 0.84135000000000015 0.13557219538914397 0.86420000000000019 0.15480000000000002 4722.9259102721981 15.035285743339438 17.572599531615932 0.66750000000000009 3688.2851125433649 0.11025 0.79725000000000013 18.924038461538466 4844.0618727589708 0.54802269861286268 10017.884092257045 10239.190552287686 0.62675000000000014 45.780497592295355 0.6291500000000001 0.47761033134967007 0.065550000000000011 0.22934915159965144 0.25981005258419415 4786.0523262480428 0.15845000000000001 0.30833067386370455 0.13645000000000004 0.30125000000000007 0.35309284865643725 10.336021505376346 13.022543059777105 0.012250000000000002 0.34991218927079198 46.439215686274515 3953.8141674941894 14.853299856527979 0.72815000000000007 13.335731414868109 0.69995000000000007 0.61495000000000011 0.75200000000000011 0.74545000000000006 0.16201845126628101 5736.2782777457578 0.19244047095892894 0.43440000000000006 0.5545000000000001 0.26818614789045342 0.97916666666666685 0.8216500000000001 0.83125000000000016 0.78625000000000012 0.22765828911958499 58.940769230769241 0.57439393939393957 0.73875000000000013 0.77675000000000016 0.40816286665634877 2666.4336559496073 40.614048150905937 0.51229492097895724 0.15810263641704062 0.30960000000000004 78.645833333333357 0.28990000000000005 96.584478021978029 0.094100000000000017 11385.555593757979 0.56995000000000007 4.3835483870967744 0.016950000000000003 0.017550000000000007 15.482544019429268 3.1943351691581436 0.066471673800748379 21.549043062200962 27.738636363636367 26.483314794215797 0.75965000000000016 0.010250000000000002 6.7817460317460325 0.67635000000000012 28.588760504201684 27.48814016172507 5423.9790118002384 6514.5876958891995 6721.2443723881788 0.14665000000000003 0.26865000000000006 8.7756813417190802 2703.5000103953917 0.78130000000000011 3230.3231902074008 0.67635000000000012 26.133399209486168 11.157599053814312 24.466880341880344 2.9692806603773589 36.502336448598136 27.159090909090914 13.022543059777105 0.3162745180867092 3.0216279069767444 3.0805405405405408 0.27975000000000005 0.051150000000000008 25.169515669515672 32.444726166328607 1.1242884729833824 0.84932052050925355 0.94301948051948059 5.037345839847144 5644.5076708622701 0.044950000000000011 0.18882094631381358 1.0047468354430382 1.0000000180025095e-35 1.6740384615384618 0.68045000000000011 0.81635000000000002 0.39737374704789608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 18 6 5 14 15 8 -2 11 -11 -7 -6 117 -5 72 17 -12 74 -20 103 22 23 24 35 -26 -27 -28 29 30 53 34 33 -33 -30 -3 -36 38 -23 40 41 46 -43 44 45 -42 122 -48 -46 50 51 -25 -53 55 -55 -24 65 58 59 61 -61 -41 108 -51 -64 -31 67 68 -59 -69 -68 -72 -4 121 77 76 -76 101 -79 83 81 -81 -82 84 -80 -85 87 98 97 -90 94 93 -93 -92 95 -88 -96 -89 100 -100 -77 112 118 -21 123 -35 -103 -108 -60 -75 -111 -112 113 115 -115 -1 -104 -13 -74 -114 -121 -22 -39 -40 -17
right_child=1 21 3 4 12 9 -8 -9 -10 10 16 13 -14 -15 -16 124 -18 -19 19 20 73 37 28 49 25 26 27 -29 31 56 -32 32 -34 105 36 -37 -38 39 104 57 43 42 -44 -45 48 -47 47 -49 -50 63 -52 52 -54 54 -56 -57 -58 66 62 60 -62 -63 64 -65 -66 -67 70 69 -70 -71 71 -73 102 109 75 86 -78 78 79 80 82 -83 -84 85 -86 -87 90 88 89 -91 91 92 -94 -95 96 -97 -98 -99 99 -101 -102 106 116 -105 -106 -107 107 -109 -110 110 111 -113 119 114 -116 -117 -118 -119 -120 120 -122 -123 -124 -125 -126
leaf_value=0.00091212093902496368 0.0097211859015427678 0.005512550728159058 -0.013647643724582527 0.0031136458440472877 -0.0010489026231587915 -0.012745814979426029 0.005437638852487864 0.012513489469132732 -0.0062455105224429909 0.013432079964386308 -0.0049803109527965482 -0.0010920299676605895 -0.010550474599895289 -0.0060978802397260706 0.012490097480033406 -0.0011604616076814468 -0.0065415494845137995 0.0028382788829379919 -0.011116663703446421 -0.0017053721602864589 -0.00068177976370456582 0.0023679726694444052 0.0016029866741382873 0.012533755045528562 0.022357792988075876 -0.0056933055491252497 0.02236312973436861 0.0042102482850088913 -0.013009989624735121 -0.002373529417722555 0.017042334434592334 0.0044274420496726186 0.00798273559476524 -0.011489076883253501 0.0047671402485984079 -0.007200715084739337 -0.0073016963421568574 -0.0032320309812238004 -0.0023030999238656193 -0.0049714516924396802 -0.00037061171266845595 0.005525340748606662 0.026702097289167386 0.0090375393832687785 0.00045027278657224607 -0.010464202754051256 0.0010444833172816462 0.014459327442067888 -0.007472443351202074 0.00016147692766315094 -0.0082649703475443873 0.0048610449472623407 -0.0023576088424175864 -0.0100716292467755 0.00054716389671823009 0.0096359552613042854 0.001618305165880864 0.0011105314360845724 0.00096045111768071898 0.0088324661057767109 -0.0072600933640025265 -0.0011101035221889801 0.0016852244620626346 0.009005016507598787 0.0085583846891390068 -0.010989262866164062 0.0047256697324425658 -0.0016405241559471337 0.012238313861522875 0.00013209451452367237 -0.0021397562946959855 -0.00017898422416345915 -0.010867135953608845 0.0054092822388369013 -0.00051388738903816169 0.00011406864347153275 0.012661136022957967 -0.011921542144886032 0.00010784568505968042 0.0010108870236386787 -0.00016908405089264324 0.0097296889253294799 -0.0074597440207357125 -0.002959399889285343 -0.0041370068514088266 -0.0093965965247488192 0.00080823354410652839 -0.0032709569447546575 0.012610494273465604 -0.0056993020688418149 0.007489933892801115 0.015203038662955333 0.0031749793555175092 -0.0049435960388444118 -0.0047707048551002525 0.0072436910413976995 0.00047729888593929005 -0.0091560173349072554 0.0057743509350618692 -0.0011428169689436023 -0.0016076633735718972 0.0081433787949421899 -0.0055704758884305809 -0.0099963397592607341 -0.011614688511772801 -0.0033364035330194016 -0.0019226143961866527 0.0046887142900790676 -0.0040472219224745335 0.0039886899986731018 -0.0033731368208727982 0.0019787859596129775 3.7200081591427838e-05 -0.0084475438517755529 0.00078819128918274572 -0.00041100314546815316 0.00015409126402078947 0.0042607278863522665 -0.0064207684158769296 0.0050400367440474126 0.00088840521250860131 -0.0039829991028118034 -0.00028489887614834079 -0.0060655782500617641 -0.0033668232756089902
leaf_weight=226 15.000000000000002 12.000000000000002 11.999999999999998 15.000000000000002 12.000000000000002 11.999999999999998 9.9999999999999982 19 14.999999999999998 15.999999999999998 17 16.000000000000004 18 18 10.999999999999998 12.000000000000002 12.999999999999998 38 10.999999999999998 12.000000000000002 12.000000000000002 14.999999999999998 78 10.999999999999998 12.999999999999998 10.999999999999998 14.000000000000002 11.999999999999998 19 12.000000000000002 13.999999999999998 13.999999999999998 15.999999999999998 14.000000000000002 10.000000000000002 13.999999999999998 19 17.000000000000004 10.000000000000002 133 31 14.000000000000002 9.9999999999999982 19 920 15.999999999999998 27 9.9999999999999982 10.999999999999998 13.000000000000002 17 23 82 10.999999999999998 89 15.999999999999998 9.9999999999999982 336 27 24 13.999999999999998 187 23 13.999999999999998 21 15.999999999999998 13.999999999999998 200 11.999999999999998 1114 226 302 18 13.999999999999998 17.000000000000004 4718 12.999999999999998 10.999999999999998 182 104 89 20 31 67 67 25 288 77 16.000000000000004 13.999999999999998 10.999999999999998 18 24 24 73 52 296 40 72 81 247 10.999999999999998 16.000000000000004 12.999999999999998 12.999999999999998 9.9999999999999982 12.000000000000002 18 18 14.999999999999998 18 18 10.999999999999998 17 24 553 9.9999999999999982 10.999999999999998 14.999999999999998 15.000000000000002 10.999999999999998 19 12.999999999999998 9.9999999999999982 10.999999999999998
leaf_count=226 15 12 12 15 12 12 10 19 15 16 17 16 18 18 11 12 13 38 11 12 12 15 78 11 13 11 14 12 19 12 14 14 16 14 10 14 19 17 10 133 31 14 10 19 920 16 27 10 11 13 17 23 82 11 89 16 10 336 27 24 14 187 23 14 21 16 14 200 12 1114 226 302 18 14 17 4718 13 11 182 104 89 20 31 67 67 25 288 77 16 14 11 18 24 24 73 52 296 40 72 81 247 11 16 13 13 10 12 18 18 15 18 18 11 17 24 553 10 11 15 15 11 19 13 10 11
internal_value=0 0.000171319 -9.43985e-05 -0.00222662 -0.000526418 0.000640888 -0.00541896 0.0060759 0.00178238 -0.000626861 0.00184941 -0.00425153 -0.00687425 -0.00180563 0.00733186 -0.0066096 -0.000998807 0.000385322 -1.09039e-05 -0.00196913 -0.00107084 0.000104042 0.000962007 0.00272979 0.00768049 0.0123209 0.00840093 0.014356 -0.000240297 0.0011067 0.00225358 -0.00347248 -0.000116982 -0.00362049 -0.00718442 -0.00134349 -0.00312395 -2.84394e-05 -0.00436709 2.81687e-05 0.000745159 0.00537572 0.0149185 0.000318589 0.000142048 -0.00392287 0.00182344 0.00489651 0.00035041 0.000352031 -0.000589019 0.000584171 -0.00075189 0.00112158 -0.000690648 0.00303919 -0.00508902 -0.000266226 -0.00130596 -0.00212385 0.0028765 -0.00272327 0.00197373 0.00487263 0.00505867 -0.00746321 -5.49622e-05 0.000209526 0.00152109 -0.000138533 -0.00086512 -0.0010202 -0.00796751 0.00030209 2.34212e-05 0.0001426 0.00537355 -0.00046149 -0.00132099 -0.00110586 0.000228284 0.00246982 -0.00208897 -0.00205883 -0.00104381 -0.00477373 0.000115968 -6.40685e-06 -0.00338646 0.00413886 0.000934878 0.00424376 0.00851531 -0.000956854 0.000571199 0.00180699 -0.000568892 -0.00533084 9.11827e-05 0.00212525 2.81733e-05 0.000109618 -0.00664723 -0.00619078 -0.0074123 -0.00830664 0.00381714 0.00206267 -0.00107785 0.00177509 0.000710192 -0.000712113 -7.11046e-05 -0.000184564 -0.0031285 -2.66082e-05 -0.00342904 0.00114779 -0.00904336 0.0023947 0.00336157 -0.00275381 -0.00199503 -0.00434331 -0.00229244
internal_weight=0 4420 8008 301 197 167 104 49 30 141 84 57 30 45 26 94 68 55 7707 132 121 4371 584 236 76 50 37 26 348 246 208 102 54 38 48 26 29 3787 48 3739 1088 91 24 997 978 47 67 37 931 160 133 116 105 194 100 94 38 2651 447 358 38 320 89 27 44 28 2204 1662 348 1314 542 528 71 96 7575 6081 30 1494 596 585 244 124 120 341 249 92 6051 5265 147 30 786 77 42 35 709 340 369 117 5118 153 4965 898 59 25 33 24 41 30 45 65 51 36 857 820 41 779 26 27 33 37 26 31 30 20 23
internal_count=12428 4420 8008 301 197 167 104 49 30 141 84 57 30 45 26 94 68 55 7707 132 121 4371 584 236 76 50 37 26 348 246 208 102 54 38 48 26 29 3787 48 3739 1088 91 24 997 978 47 67 37 931 160 133 116 105 194 100 94 38 2651 447 358 38 320 89 27 44 28 2204 1662 348 1314 542 528 71 96 7575 6081 30 1494 596 585 244 124 120 341 249 92 6051 5265 147 30 786 77 42 35 709 340 369 117 5118 153 4965 898 59 25 33 24 41 30 45 65 51 36 857 820 41 779 26 27 33 37 26 31 30 20 23
is_linear=0
shrinkage=0.193739


Tree=49
num_leaves=110
num_cat=0
split_feature=4 3 3 3 4 6 6 0 0 8 3 6 3 3 5 7 7 6 0 8 3 4 5 3 6 6 6 7 4 3 4 3 7 5 6 8 5 0 6 8 0 7 8 8 8 8 7 5 0 6 6 0 8 6 7 5 0 5 5 6 4 4 6 7 3 6 8 8 4 4 3 4 8 4 0 3 0 8 3 0 7 0 3 7 7 5 5 5 5 7 0 6 0 7 8 0 0 7 0 9 8 6 5 0 8 7 4 9 5
split_gain=0.0044822 0.00760491 0.00761196 0.00657679 0.0221908 0.0163696 0.0318439 0.0220058 0.0572155 0.0335112 0.0194445 0.010218 0.0236072 0.0373068 0.0538428 0.0510515 0.0606464 0.0455159 0.0385591 0.0583262 0.0456486 0.0382632 0.0283195 0.0265249 0.0212429 0.0475224 0.0508659 0.107942 0.0487141 0.0575858 0.0519375 0.0412234 0.023521 0.0874545 0.0478734 0.0359645 0.0354284 0.0267575 0.0212246 0.0373775 0.0381068 0.0410712 0.0556491 0.034561 0.0597315 0.0239833 0.0263452 0.0469673 0.10648 0.0438343 0.0396619 0.0347796 0.0263114 0.0257582 0.0237213 0.0232985 0.0213467 0.0644268 0.0286746 0.019525 0.0190071 0.0159922 0.00930161 0.0112505 0.00913213 0.00881259 0.0169732 0.0245516 0.0105877 0.0156627 0.0216617 0.0151262 0.0139143 0.0135825 0.0142174 0.0118381 0.010458 0.017939 0.0157942 0.0108728 0.0104239 0.00973904 0.00951016 0.00867986 0.0114218 0.00749649 0.00584206 0.00951668 0.0152211 0.0119186 0.00964726 0.00929588 0.0103157 0.00746836 0.00875412 0.00583103 0.00937595 0.00946064 0.00926558 0.00791253 0.00756909 0.00573375 0.00537452 0.00486723 0.00355114 0.00335584 0.00286293 0.00110625 0.000989816
threshold=1.725601914823043 0.23600000000000002 0.17620000000000002 0.38975000000000004 0.74304577370882463 0.63390192862690853 0.62896172845406251 21.872108843537418 10.596052631578949 0.35587900000000006 0.36975000000000002 0.55209329577533595 0.53205000000000013 0.51585000000000014 -2093.2303906135917 3841.4914074708499 3688.2851125433649 0.45305755951502086 13.595087402049428 0.37527700000000003 0.51815000000000011 0.31277692488178904 -1195.4969336919519 0.48990000000000006 0.41310134432934403 0.40583484953503152 0.40195778726180698 2666.4336559496073 0.24737431893936665 0.62675000000000014 0.29655099968870874 0.6291500000000001 4010.0526976105889 -13669.555830632142 0.42738929152170335 0.24542300000000003 -9804.7795544196215 13.145497311827958 0.57439393939393957 0.46439950000000002 3.7588284171167436 1072.0910748908466 0.37108450000000009 0.48867000000000005 0.53099750000000012 0.45987850000000002 913.47683025424919 -7613.202902318958 10.462566844919788 0.59081399564110304 0.62160688496566363 3.1943351691581436 0.42494000000000004 0.69794776152683913 753.71974603581418 -4780.7991826166444 21.440972222222225 -7224.5721948774826 -2966.6859869568966 0.57102140345329444 0.18695603667061519 0.3563816120680286 0.3162745180867092 110.23869922953523 0.43480000000000002 0.67912881434894024 0.31188350000000004 0.20378250000000003 0.37770783056152618 0.39737374704789608 0.32380000000000003 0.41565518240155375 0.27773900000000007 0.48128893977494241 6.9417229729729737 0.36975000000000002 12.753787878787881 0.34492900000000004 0.34555000000000008 5.3324829931972797 1112.5657305845521 4.8977506732140039 0.35115000000000002 2932.3908923085319 868.09724921930217 -8551.0019689626806 -13238.696368961855 -3396.0604425316315 -4005.7825145661836 14.958552651617545 8.0790598290598314 0.98840569969081871 11.959124000477386 19.428172559749033 0.26929850000000005 39.768518518518526 50.567460317460323 19423.731309531835 199.85528031290747 0.77083333333333337 0.37527700000000003 0.42738929152170335 -1736.121756519464 6.1297335203366066 0.43750500000000009 1112.5657305845521 0.81170101511971848 0.43750000000000006 -7976.9483510770333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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Tree=50
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internal_count=12428 741 727 150 577 567 554 448 342 106 27 79 106 86 329 69 133 85 11687 10975 178 26 10797 152 35 25 117 70 94 24 70 10727 3241 133 108 41 7486 152 41 67 7334 270 253 7064 6331 733 3108 1091 114 977 2017 70 1947 111 712 45 667 59 27 25 97 35 53 33 23 49 608 154 32 454 217 193 130 237 63 122 32 69 55 48 23 21 22 112 182 42 25 172 27 37 20 102 44 25 20 24 23
is_linear=0
shrinkage=0.193739


Tree=51
num_leaves=105
num_cat=0
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=0 4.01235e-05 0.000941481 0.00396111 0.000651741 -0.000312573 -0.000657838 -0.00310451 -0.00427038 -0.00748298 -0.00138494 -0.000392834 0.000274012 0.00240099 0.000828664 -0.000184328 0.000358799 -0.00234636 -0.00483471 0.000101258 0.00194 -0.0040994 -0.00595566 0.000563755 0.0020594 0.000568429 -0.00175525 0.000412533 -0.000482967 -0.00386944 0.000238279 0.00164789 0.00403938 -0.000178892 -0.000548214 0.00201687 -0.000772915 -0.000609531 -0.000863462 0.00277967 0.000997209 0.00279177 8.73294e-05 -0.00720005 0.000597027 -0.000613984 -0.0013322 0.00426985 2.49599e-06 -0.00114366 0.00263677 2.35984e-05 0.00336344 -0.00212225 -0.000485636 -0.00382399 -0.00579037 -0.000763929 1.11142e-05 2.20968e-05 -0.00252319 1.27606e-05 2.05126e-05 0.00235732 -0.000304906 -0.00155829 0.000790226 -0.00337709 6.41967e-06 0.000674639 0.000250056 0.0012241 -0.00157328 -0.00345057 2.82488e-05 -0.00136799 0.00215492 0.00272084 0.0013214 0.000416501 0.00406635 0.00290144 -0.000476038 -0.00313968 0.0050264 0.000345918 -0.000675375 0.00231294 -0.00935887 0.00074299 0.00164013 0.00302737 -0.00148164 0.00112328 -0.000865388 -0.00940218 -0.00363489 -0.0110991 0.0042665 0.00198007 0.00262136 0.00359976 0.00600662 0.00590798
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is_linear=0
shrinkage=0.193739


Tree=52
num_leaves=116
num_cat=0
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Tree=53
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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Tree=54
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_count=18 16 16 10 13 10 18 21 13 19 11 11 10 19 13 10 94 10 10 12 20 13 19 10 47 10 115 19 141 222 34 18 13 10 16 38 13 19 76 25 310 10 22 330 72 72 26 227 10 12 14 14 11 11 17 295 16 18 42 30 69 24 13 16 311 165 30 7930 11 19 11 11 10 52 23 156 289 143 14 30 19 10 10 20 11 12 60 10 16 10 10 80 19 10 11
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internal_weight=0 2150 2123 180 93 73 1943 87 117 53 27 74 10276 972 959 835 34 55 45 33 814 247 567 91 144 125 476 235 241 81 34 23 20 1826 749 271 478 427 41 386 51 32 1077 202 110 69 9304 39 9265 26 9239 36 25 9203 9004 371 34 337 199 153 93 46 29 8633 392 60 8241 40 30 21 64 53 1067 652 179 415 473 303 56 124 106 20 92 47 43 112 37 26 31 103 93 59 40 30
internal_count=12426 2150 2123 180 93 73 1943 87 117 53 27 74 10276 972 959 835 34 55 45 33 814 247 567 91 144 125 476 235 241 81 34 23 20 1826 749 271 478 427 41 386 51 32 1077 202 110 69 9304 39 9265 26 9239 36 25 9203 9004 371 34 337 199 153 93 46 29 8633 392 60 8241 40 30 21 64 53 1067 652 179 415 473 303 56 124 106 20 92 47 43 112 37 26 31 103 93 59 40 30
is_linear=0
shrinkage=0.193739


Tree=55
num_leaves=80
num_cat=0
split_feature=1 7 1 7 7 1 8 5 7 1 8 9 4 5 5 0 3 3 7 4 7 4 3 1 3 1 8 8 8 5 7 8 7 9 5 0 9 5 1 7 5 1 8 7 7 8 8 0 5 5 1 1 4 7 7 4 7 3 5 1 3 5 8 7 8 0 4 8 4 9 4 8 1 4 5 7 5 7 7
split_gain=0.00392458 0.00646928 0.00644633 0.00778114 0.00560427 0.00848343 0.0138812 0.00749804 0.0122974 0.00994522 0.00784594 0.0074774 0.0186596 0.00566129 0.00483027 0.0041032 0.00472295 0.00429871 0.00387345 0.0178619 0.0139629 0.0334268 0.036867 0.0208856 0.0148943 0.0121592 0.0174077 0.0465442 0.036839 0.0337669 0.0345854 0.0288805 0.0213221 0.0157119 0.010598 0.0199168 0.026324 0.018921 0.0116677 0.0208909 0.00966106 0.00910191 0.00850129 0.00795869 0.0207271 0.0119587 0.046981 0.0134882 0.0119117 0.0116088 0.0286944 0.0105691 0.00810841 0.00723116 0.0185671 0.0320797 0.0155662 0.0124518 0.0463207 0.016906 0.00693542 0.00612006 0.00780808 0.0037227 0.00426481 0.00318799 0.00308119 0.00332033 0.00264637 0.00258602 0.00222967 0.0019643 0.00193119 0.00180067 0.00121827 0.000781591 0.00068991 0.000597704 0.000246953
threshold=196.1990881458967 61615.684270072707 207.70833333333334 17224.947282135323 12609.961597948744 217.92986111111114 0.35448450000000004 -25974.627417606029 52991.21803976065 275.22268907563029 0.22476300000000002 0.47916666666666669 0.044112848515131371 -36262.768082937371 -32503.514920444904 27.090609951845909 0.94275000000000009 0.7410000000000001 7171.4228135629792 0.71147013166674211 6936.6425497259488 0.10719212415146025 0.73445000000000016 71.607692307692318 0.69545000000000012 78.645833333333357 0.17569750000000003 0.19727400000000003 0.24823950000000003 -12101.768050919536 10669.022652930449 0.26632750000000005 13763.957869978911 0.97916666666666685 -4194.6882595477518 3.3253381676195795 0.97916666666666685 -4780.7991826166444 88.3342105263158 12609.961597948744 -41588.364100456434 46.439215686274515 0.28652350000000004 6721.2443723881788 6617.0416949528626 0.39444450000000003 0.29209500000000005 6.7817460317460325 -14444.108114752396 -10983.857334588443 50.895454545454548 45.780497592295355 0.058073663281294867 4786.0523262480428 4397.5950815010683 0.25981005258419415 3902.3542453761675 0.62215000000000009 -10160.347384445957 90.022727272727295 0.66375000000000017 -19615.56936635865 0.22476300000000002 10669.022652930449 0.19171450000000004 37.387914230019497 0.79365308335445606 0.27773900000000007 1.0637517317248528 0.31250000000000006 0.13557219538914397 0.26448700000000008 56.020000000000003 0.3220420529803964 -11538.331541897469 29942.348909779812 -102854.72523006982 24923.860350820916 8163.7701215958123
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internal_weight=0 11627 799 47 752 645 35 610 141 127 42 85 35 469 45 424 413 393 11617 2109 9508 91 67 24 56 2091 1193 1140 1104 36 26 1005 99 53 898 50 33 848 824 119 705 45 24 9417 9324 93 53 40 22 44 20 24 23 9280 8239 283 7956 1041 319 722 42 31 20 107 23 30 84 42 42 20 25 22 20 30 23 50 26 20 30
internal_count=12426 11627 799 47 752 645 35 610 141 127 42 85 35 469 45 424 413 393 11617 2109 9508 91 67 24 56 2091 1193 1140 1104 36 26 1005 99 53 898 50 33 848 824 119 705 45 24 9417 9324 93 53 40 22 44 20 24 23 9280 8239 283 7956 1041 319 722 42 31 20 107 23 30 84 42 42 20 25 22 20 30 23 50 26 20 30
is_linear=0
shrinkage=0.193739


Tree=56
num_leaves=78
num_cat=0
split_feature=6 7 4 3 4 6 4 4 3 1 3 7 4 4 3 4 2 7 2 4 3 6 2 1 1 3 7 4 3 6 4 7 7 4 3 3 4 2 6 4 7 0 1 7 3 4 1 4 3 2 2 2 4 4 4 0 0 2 4 2 3 2 3 1 0 4 2 4 2 4 0 1 0 2 2 4 2
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threshold=0.99176940793930368 2.0794415416798362 0.86921292198877442 0.38975000000000004 0.74304577370882463 0.63390192862690853 0.36499129043090828 0.44325300622028346 0.32380000000000003 8.3454907161803735 0.34555000000000008 1291.7602464024369 0.53063081876525775 0.30976755430896002 0.25640000000000002 0.24126994762033468 0.54635000000000011 1173.1184686147933 0.47970000000000007 0.69070065757804311 0.17620000000000002 0.78536370056497184 0.43440000000000006 8.1852134146341484 20.028897849462371 0.3050000000000001 1692.7649671367992 0.77831431778818205 0.24675000000000005 0.73172467744861935 0.41565518240155375 251.17227124427035 302.78688524678677 0.33914832381372428 0.43480000000000002 0.44745000000000007 0.18882094631381358 0.55525000000000013 0.52971277973239872 0.61706326682645607 516.33189454780597 11.849528301886794 19.322307271733191 589.19443140643045 0.43155000000000004 0.75548350621959359 78.645833333333357 0.81170101511971848 0.016650000000000002 0.10845 0.0063500000000000006 0.13465000000000002 0.79365308335445606 0.84942430755001663 0.69070065757804311 2.5817424505380084 3.6083333333333338 0.05425 1.725601914823043 0.031150000000000004 0.43480000000000002 0.57355000000000012 0.13815000000000002 4.0756470756470771 7.8193473193473197 0.25981005258419415 0.078050000000000022 1.4862018710061902 0.14165000000000003 0.71147013166674211 7.4188596491228083 22.03088619624614 6.2747549019607858 0.018250000000000006 0.46505000000000002 0.77831431778818205 0.05705000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=0 -0.000652257 -0.00346308 1.28841e-05 -4.71443e-05 0.000316607 0.00150751 0.00222324 0.0113906 -0.00266787 0.000885769 0.00369348 -0.000477925 -0.00555915 -0.00527353 0.000142573 9.41502e-05 0.0017488 -2.18469e-05 -0.00247442 -0.0039689 0.00315364 0.000103172 0.00298966 0.00644603 -0.00793484 -0.00138247 -0.00158292 -8.90354e-07 -0.000591382 0.00038553 -3.63942e-05 -2.22969e-05 0.00580288 -3.66813e-05 1.06922e-06 -0.000847056 0.00287273 0.00358656 -3.9241e-05 -4.98209e-05 -0.000599905 -0.00165019 0.000522043 -0.00201181 0.000649385 0.00214147 -0.000824472 -0.000303816 0.000254145 0.00202619 -0.000944357 -0.000312582 0.000778612 -0.00393069 -0.000766341 -0.0024366 -0.00189766 0.00397117 0.00568019 -0.00504449 0.00202959 0.00098256 -0.0029608 -0.00152106 -0.00518237 -0.000649862 -0.00161563 -0.00361386 0.000752751 0.00489502 -0.00348644 -0.00117938 0.000149687 0.00115087 -0.00186631 0.00252487
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is_linear=0
shrinkage=0.193739


Tree=57
num_leaves=112
num_cat=0
split_feature=6 6 0 7 7 2 7 3 0 3 9 8 8 6 3 6 7 2 0 3 8 8 6 8 0 3 3 2 2 2 2 0 8 6 2 0 0 2 2 8 7 0 2 3 2 6 2 7 7 3 3 7 8 6 6 0 6 0 1 0 1 3 3 3 8 1 8 8 2 6 3 2 7 3 7 6 0 7 3 3 1 1 6 6 2 3 8 3 7 0 7 6 2 8 3 2 2 2 3 6 3 7 3 3 1 9 3 2 0 1 0
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=0 9.79466e-05 0.0033427 0.00523284 0.00897373 -0.000353095 -0.00157782 1.66909e-05 -0.00475006 0.00117157 0.00608548 0.00993361 0.0117732 0.000867111 -0.000156124 -0.00270897 -6.32119e-05 -0.00711845 -0.0108826 -9.11749e-05 0.00370766 0.0064552 -9.16519e-05 -0.00204638 -0.00535025 -0.000435572 -0.001808 0.00643234 0.0032858 0.00814071 -0.0114193 -0.00618439 -0.00789363 -3.22535e-05 0.00271896 0.00482644 0.0083069 0.0128993 -0.000105833 0.00117442 -0.0030552 -0.0048978 -7.50833e-05 -0.000487196 0.000194876 0.00418104 0.00832957 -0.00124582 -0.00414894 0.000117194 -8.04922e-06 -0.0013773 -0.00244426 0.00048573 0.000267337 0.00296197 -0.0010656 -0.00722747 -0.0106637 0.00166275 0.00207921 0.00405295 0.00123927 0.000163631 0.00204555 0.00586666 0.00131647 0.00193029 -0.00130347 -0.000136427 -0.000117535 -0.00304628 8.42159e-05 -7.775e-05 0.00137401 -0.000172966 -0.00113724 -0.00836531 0.00386134 -0.000354808 -0.000877114 -0.00192161 -0.00133579 6.79233e-05 -0.00687586 0.00827751 0.000845008 0.00119298 -0.00216898 -0.000789278 -0.00279442 0.00701867 -0.00593489 0.00164561 -0.00389503 -8.75758e-05 -0.00161546 -0.00539321 0.0115129 -8.99049e-05 -2.40703e-05 -0.00374913 -0.00771441 -0.00557744 0.0111762 -0.00110307 -0.00197978 0.000184498 -0.000713654 -0.000270217 -0.00326236
internal_weight=0 5926 144 104 62 42 40 5782 28 752 43 30 49 709 5030 124 78 46 31 4906 57 36 6503 191 62 129 108 21 50 24 23 58 48 6312 96 79 46 28 33 658 51 41 6216 2460 3756 71 40 31 85 3685 3461 579 368 211 2882 106 21 48 25 542 472 140 332 2776 224 35 189 178 26 4849 4835 64 48 4771 293 4478 70 27 26 2375 1062 661 592 1313 69 24 401 381 65 53 43 26 26 35 35 37 39 38 20 1289 1267 22 23 20 21 116 27 29 106 88 23
internal_count=12429 5926 144 104 62 42 40 5782 28 752 43 30 49 709 5030 124 78 46 31 4906 57 36 6503 191 62 129 108 21 50 24 23 58 48 6312 96 79 46 28 33 658 51 41 6216 2460 3756 71 40 31 85 3685 3461 579 368 211 2882 106 21 48 25 542 472 140 332 2776 224 35 189 178 26 4849 4835 64 48 4771 293 4478 70 27 26 2375 1062 661 592 1313 69 24 401 381 65 53 43 26 26 35 35 37 39 38 20 1289 1267 22 23 20 21 116 27 29 106 88 23
is_linear=0
shrinkage=0.193739


Tree=58
num_leaves=130
num_cat=0
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=13.000000000000002 13.999999999999998 10.000000000000002 13.000000000000002 13.999999999999998 10.000000000000002 9.9999999999999982 10.000000000000002 53 14.999999999999998 20 10.000000000000002 10.000000000000002 15.999999999999998 15.999999999999998 11.000000000000002 13.999999999999998 10.999999999999998 11.999999999999998 10.000000000000002 12.999999999999998 13.999999999999998 10.000000000000002 10.000000000000002 9.9999999999999982 30 10.999999999999998 10.000000000000002 13.000000000000002 10.000000000000002 13.000000000000002 12.999999999999998 13.999999999999998 14.000000000000002 14.999999999999998 16.000000000000004 18 19.000000000000004 295 9.9999999999999982 32 11.000000000000002 51 9.9999999999999982 28 9.9999999999999982 10.999999999999998 33 28 10.999999999999998 18 18 10.999999999999998 18 10.000000000000002 9.9999999999999982 9.9999999999999982 12.999999999999998 9.9999999999999982 18 100 10.999999999999998 14.999999999999998 56 34 13.000000000000002 12.999999999999998 14.999999999999998 24 15.999999999999998 9.9999999999999982 12.999999999999998 10.999999999999998 36 14.999999999999998 10.000000000000002 12.999999999999998 25 128 10.000000000000002 37 9.9999999999999982 15.999999999999998 35 19 17.000000000000004 21 63 17 21 129 29 29 15.999999999999998 10.999999999999998 13.999999999999998 133 13.999999999999998 38 22 36 45 195 35 17.000000000000004 115 13.999999999999998 18 10.999999999999998 81 9105 12.999999999999998 17 12.999999999999998 11.000000000000002 17 11.999999999999998 10.999999999999998 50 9.9999999999999982 10.999999999999998 10.999999999999998 19 12.999999999999998 18 9.9999999999999982 11.999999999999998 19 9.9999999999999982 9.9999999999999982
leaf_count=13 14 10 13 14 10 10 10 53 15 20 10 10 16 16 11 14 11 12 10 13 14 10 10 10 30 11 10 13 10 13 13 14 14 15 16 18 19 295 10 32 11 51 10 28 10 11 33 28 11 18 18 11 18 10 10 10 13 10 18 100 11 15 56 34 13 13 15 24 16 10 13 11 36 15 10 13 25 128 10 37 10 16 35 19 17 21 63 17 21 129 29 29 16 11 14 133 14 38 22 36 45 195 35 17 115 14 18 11 81 9105 13 17 13 11 17 12 11 50 10 11 11 19 13 18 10 12 19 10 10
internal_value=0 -0.000315462 -0.000990289 0.00025995 3.14994e-05 -2.1079e-06 -0.00205083 -0.00259745 -0.00153032 -0.00263915 0.00199237 -0.001027 0.00325907 -0.00266065 0.000957008 -0.000161191 0.00134436 0.00174391 -0.0040642 0.000291984 0.000609259 -0.00301901 0.000544857 0.000244508 0.0021204 -0.00847076 -0.0028778 0.00540063 -0.00511535 0.00174905 0.00340151 0.005196 9.00208e-05 0.000249749 0.00142739 0.000221409 0.00214129 -0.000120653 5.77282e-05 0.000359368 -0.00296676 -9.07279e-05 0.00400057 -0.00166773 -0.00327546 0.00477616 0.00110547 0.000248036 -0.00187679 0.00227787 0.00352676 -0.00249953 -0.000704055 -0.00145656 7.76151e-05 -0.00327631 -0.00249031 0.00514885 -6.02238e-05 -0.000488676 -0.00405882 -0.000883217 -0.00303036 -8.50811e-05 0.00152684 -0.000820014 0.00538069 -0.000849217 -0.00315664 0.000344113 3.76094e-05 -0.0006413 -0.00254332 -0.001514 0.000484459 -0.00435484 0.00234146 7.10479e-05 0.00182157 0.00112883 -0.0031563 0.0027024 0.00520092 0.000386258 -0.00510997 0.000102321 0.00137603 -0.000664038 0.00407147 -0.00106037 -0.00330467 -0.00033724 4.60584e-06 -0.000895301 -0.00285234 4.30924e-05 -0.000679853 -0.00362605 -0.00613997 -0.000560772 0.000119932 -0.000930967 0.00161856 8.26111e-05 0.0014616 4.91494e-05 -0.00511535 0.00694191 0.000653983 6.74846e-05 0.00229846 -0.00835238 0.00398443 -0.00304925 -0.000556569 -0.000245228 -0.00125668 0.00113764 -0.00215596 -0.00175905 0.00623809 -0.000621924 -0.00119583 0.00139999 -0.00805407 -0.00106995 -5.79093e-05 -0.00427157 -0.00289454
internal_weight=0 1163 535 628 11266 10872 206 178 151 115 36 95 26 69 394 163 118 231 45 23 177 42 30 107 67 22 40 54 30 135 40 27 614 579 138 111 55 441 426 388 38 346 42 56 38 30 121 90 44 46 31 35 515 237 129 108 98 20 278 252 80 109 67 234 75 47 28 159 40 70 10666 500 140 130 84 23 61 10166 159 146 39 107 51 56 46 360 135 225 45 208 50 158 90 74 31 10007 518 110 60 50 408 240 168 9489 224 9265 32 28 196 9233 34 27 26 39 28 53 41 60 20 21 27 29 24 28 20 25 119 24 20
internal_count=12429 1163 535 628 11266 10872 206 178 151 115 36 95 26 69 394 163 118 231 45 23 177 42 30 107 67 22 40 54 30 135 40 27 614 579 138 111 55 441 426 388 38 346 42 56 38 30 121 90 44 46 31 35 515 237 129 108 98 20 278 252 80 109 67 234 75 47 28 159 40 70 10666 500 140 130 84 23 61 10166 159 146 39 107 51 56 46 360 135 225 45 208 50 158 90 74 31 10007 518 110 60 50 408 240 168 9489 224 9265 32 28 196 9233 34 27 26 39 28 53 41 60 20 21 27 29 24 28 20 25 119 24 20
is_linear=0
shrinkage=0.193739


Tree=59
num_leaves=116
num_cat=0
split_feature=5 5 1 7 6 5 7 5 1 0 5 3 6 8 1 5 8 0 8 5 0 0 8 5 8 4 8 6 8 4 8 3 5 8 1 0 6 3 8 8 3 1 1 8 0 0 0 8 3 4 0 4 7 0 7 1 7 8 6 8 1 0 5 1 8 7 5 3 6 0 7 4 7 6 5 1 0 8 0 0 4 8 0 4 0 5 1 0 1 5 5 7 4 7 4 1 3 4 1 7 0 6 8 7 7 0 5 5 8 0 7 6 5 6 3
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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threshold=0.51465000000000016 0.48625000000000002 0.49505000000000005 9.4299719887955202 5203.1596004941484 6617.0416949528626 16.035098522167491 0.48990000000000006 0.59365000000000012 0.53405000000000014 -59456.319748718313 -39813.792383085158 27.738636363636367 11385.555593757979 0.34134574240479254 -33595.952426231852 -19954.674081755944 -131602.6154058956 0.3162745180867092 0.31277692488178904 5.9126620900076281 0.12519530656249198 0.35968152058819153 -8098.5393240176882 19.15454545454546 -8697.0355388938133 -8823.7219496102207 3.6083333333333338 0.35116332024228519 19.544740973312404 -7976.9483510770333 0.18012794064624527 0.26853076686032973 0.66215000000000013 0.41830000000000006 -6484.0053801926988 23.097372697724815 0.71555000000000013 23807.597723032053 0.51813993815811477 1895.084169001929 0.77831431778818205 -12763.405791768731 -59456.319748718313 0.28148103515527328 0.41073611596227738 0.71145000000000014 0.31056141297128442 0.71555000000000013 13.279513888888891 0.54515000000000013 0.0084500000000000009 10017.884092257045 -7513.9004426152851 0.12635000000000005 0.60625000000000007 0.012850000000000002 0.28530531620648697 -5047.8398357082851 0.027150000000000004 0.30833067386370455 0.30125000000000007 0.22320000000000001 0.18882094631381358 0.20685000000000001 0.43954616413916153 0.30321070918987486 0.74970000000000014 0.26515000000000005 16.567765567765573 0.28783636117486272 0.72425000000000017 -3396.0604425316315 0.29218080834242455 0.43467402163054342 0.80635000000000001 0.1028217954414843 -2934.0070137777379 0.45860000000000006 2486.1870281601346 486.34639218156474 7.0864413364413368 -21867.302906117508 0.58265000000000011 39.158928571428582 0.10157186215449245 5576.5696949120174 0.59635000000000016 0.18882094631381358 -22828.662771718497 0.22765828911958499 0.23397341895772608 0.53271917962587345 0.077433805282227444 0.56210000000000016 24.466880341880344 0.29507102365996196 0.0031500000000000005 39.64946018893388 0.27458990610519879 -29973.180777809339 0.40503860987115059 0.45702519933915314 3272.9571112533263 -2347.346151230799 0.50315276822288302 0.46846999414572849 4.31945945945946 0.87650108111104963 0.47235000000000005 0.23873497871828425 0.51914976543544589 -25974.627417606029 0.79365308335445606 0.24695000000000003 113.48913043478262 -76331.169127718211 0.21134181734079749 0.12334067547723937 27856.346747371255 0.16563459762661434 0.58855000000000013 0.72901415143735038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 46 3 113 6 -6 40 -8 -9 10 -2 17 35 15 31 39 -5 -11 21 20 121 26 -22 25 -25 -21 -17 -28 112 30 -23 118 33 -33 116 42 38 -7 117 -13 41 -4 -12 45 -45 -38 47 50 49 104 101 95 53 54 -53 -54 -55 -57 60 -60 115 62 64 74 71 66 67 -64 -68 70 -66 72 -50 -73 75 77 -77 -63 85 80 108 -82 84 -84 -81 86 105 88 89 -87 92 -92 -89 -88 -90 96 99 110 -99 -52 -86 103 -103 109 -48 106 -49 -107 -80 -1 -97 -104 -14 -3 -62 -51 -19 -36 -15 -47 -39 -20 -113
right_child=9 2 4 16 5 37 7 8 -10 11 12 13 28 14 -16 18 -18 34 19 23 22 29 -24 24 -26 -27 27 -29 -30 -31 -32 32 -34 -35 36 -37 43 120 -40 -41 -42 -43 -44 44 -46 119 48 78 61 58 51 52 55 56 -56 57 -58 -59 59 -61 114 63 65 -65 69 -67 68 -69 -70 -71 -72 73 -74 -75 -76 76 -78 -79 79 82 81 -83 83 -85 100 87 93 90 94 -91 91 -93 -94 -95 -96 97 -98 98 -100 -101 -102 102 111 -105 -106 107 -108 -109 -110 -111 -112 122 -114 -115 -116 -117 -118 -119 -120 -121 -122 -123 -124
leaf_value=0.00069338223546630703 0.0041223178980734389 0.0021419368397875781 0.0035119688960536743 0.0061904549541973979 -0.01132507171557269 -0.0019563620221862191 -1.6538672682686771e-05 0.017916360946192922 0.0026178760313783729 0.0028621306422530338 -0.0016713384425220553 -0.0018135670695895879 -0.0015649775572667811 -0.00012800966324522485 0.0080485441597215619 -0.0027630113205063551 0.017221048241773881 -0.0013274853170777343 -0.0030259271996922305 0.00029671163927223336 0.015166498077908003 -0.012669226816913664 0.0047218725053003738 0.00023075820037423103 -0.0058099244736431197 0.0084550224925358311 -0.0013863307223771124 0.011764046949115186 -0.012294748003044486 -0.0011407048487382899 -0.0032401220701245943 0.0093941160707653806 -0.0021967745535546698 0.0018728034518809028 -0.005087351438984737 -0.0054527242463741979 0.00012484239223065766 0.0016792437418070261 0.0017075914457465406 -0.0078815150968668535 -0.004230143502265105 -0.001761516001764275 0.0036795904599355041 -0.011352347345927698 -0.0028030584903560711 -0.0067287125171540301 0.0059916979153119007 0.00026567703598488074 -0.00011073567826450178 0.0034982487228731383 0.00162421770427651 0.013582467021547159 0.0080853757769458641 0.0086152744731949303 0.00093107126333536871 9.7887866316115788e-05 0.0014401032471840888 -0.0068415645616737714 -0.0025930886096791842 -0.013583981837290872 -0.0040019099110166967 -0.00340192804994782 -0.0081537608970320037 -0.008522163025514359 -0.0030978635450165173 -0.0069696982211360191 0.0035683793836186846 0.0015616419007722304 0.01125439587694721 0.0022706473105946834 -0.013234811082269262 -4.8757245775407114e-06 0.0064835498074997588 -0.0018726015431428261 0.0060082046884234646 -0.00062709718076698403 0.0065391019048269229 0.004225908697896655 0.00081561645404590885 -0.004540501238498528 0.00070802634755681747 -0.010803859069937034 0.015650721768626665 0.0026162259494718074 0.0063843613884721909 -0.0041196094438688711 0.00065311946259599479 -0.001730428723445669 4.0787940374068234e-05 0.003999277982367426 0.0057407777260046816 -6.738656615347002e-05 0.0043611896204293942 0.010063848627935914 -0.0010072554734832271 0.001979460136628486 0.0091854181040696998 -0.0092812977850588903 -0.0013953481249478431 -0.0055570406604969541 -0.00089720442280873613 0.0054569403775403917 -0.0046175226430451343 -0.0069513862317800452 -0.00025969105303195534 0.0010335336544286119 0.008422336277571019 -0.0056854190030983165 0.0071410233939566276 -0.0051669084402383323 -0.0012249750535886922 -0.0010958295752563053 -0.0064168729819168513 -0.0024498816008168773 -0.0090916537668994778 -0.0010313040110581308 0.0027457382376734089 -0.0014897749063751626 -0.0035001530814158825 -0.0033061625333568071 0.0046745118070440203 -0.00046147791389715843 0.0012225370925568744
leaf_weight=16.000000000000004 11.999999999999998 10.000000000000002 13.999999999999998 11.000000000000002 11.999999999999998 18 11.000000000000002 10.000000000000002 9.9999999999999982 19 14.999999999999998 11.000000000000002 9.9999999999999982 11.000000000000002 19 14.999999999999998 9.9999999999999982 12.000000000000002 10.000000000000002 126 10.999999999999998 11.999999999999998 37 48 36 10.999999999999998 10.000000000000002 9.9999999999999982 11.999999999999998 9.9999999999999982 11.000000000000002 14.000000000000002 15.999999999999998 14.999999999999998 11.000000000000002 13.000000000000002 12.999999999999998 10.000000000000002 17 10.999999999999998 9.9999999999999982 18 9.9999999999999982 11.000000000000002 13.999999999999998 10.000000000000002 11.000000000000002 49 85 10.000000000000002 40 33 15.999999999999998 20 20 78 242 19 12.000000000000002 15.999999999999998 11.000000000000002 146 12.999999999999998 19 25 9.9999999999999982 73 161 24 13.999999999999998 12.999999999999998 3268 51 306 13.999999999999998 157 22 10.999999999999998 12.000000000000002 10.999999999999998 11.000000000000002 18 12.000000000000002 14.999999999999998 22.999999999999996 29 10.000000000000002 905 3897 167 59 582 48 17 448 36 12.999999999999998 13.000000000000002 15.999999999999998 9.9999999999999982 10.000000000000002 11.999999999999998 11.999999999999998 15.999999999999998 17 17.000000000000004 10.999999999999998 11.999999999999998 11.999999999999998 9.9999999999999982 43 10.000000000000002 10.000000000000002 9.9999999999999982 9.9999999999999982 9.9999999999999982 11.999999999999998 10.999999999999998 10.999999999999998 10.999999999999998 10.999999999999998 9.9999999999999982 10.999999999999998
leaf_count=16 12 10 14 11 12 18 11 10 10 19 15 11 10 11 19 15 10 12 10 126 11 12 37 48 36 11 10 10 12 10 11 14 16 15 11 13 13 10 17 11 10 18 10 11 14 10 11 49 85 10 40 33 16 20 20 78 242 19 12 16 11 146 13 19 25 10 73 161 24 14 13 3268 51 306 14 157 22 11 12 11 11 18 12 15 23 29 10 905 3897 167 59 582 48 17 448 36 13 13 16 10 10 12 12 16 17 17 11 12 12 10 43 10 10 10 10 10 12 11 11 11 11 10 11
internal_value=0 1.85216e-05 0.0020608 0.00611324 0.000690666 -0.00209255 0.00263671 0.00696333 0.0106571 -0.000386199 -0.0030502 -2.22219e-05 -0.00431205 0.00052396 0.00285893 -1.07144e-05 0.0118769 -0.00181635 0.000308092 0.000877993 0.00464629 -0.00209625 0.00732217 -0.000293891 -0.00238809 0.000996464 0.00190957 0.00538589 -0.00742211 -0.00629022 -0.00841692 0.00131062 0.00287452 0.00565658 -0.0025587 -0.00159526 -0.00336392 0.000916566 -0.00118535 -0.00501554 -0.000626301 0.000574619 0.000516124 -0.00476931 -0.00679719 -0.00315776 -1.07419e-05 7.85201e-05 -0.000150514 -0.00320971 0.00126437 0.00169368 0.00236743 0.00318901 0.00889212 7.09289e-05 0.00201207 -0.00130564 -0.00544345 -0.00907395 -0.00283946 -8.26933e-05 2.82787e-05 -0.00129604 -0.000131011 0.00215523 0.00251122 0.000802217 0.0055456 -0.00433445 -0.00676461 -7.11851e-05 0.00238527 -0.000165166 -0.000885461 -0.00118611 0.000278511 -0.00284901 -4.92278e-05 0.00190126 -0.00172687 -0.00653423 0.0045988 0.00868947 0.00197966 -8.81547e-05 0.0020916 -0.000129633 5.62007e-05 0.0027863 -0.000658805 0.000473622 -0.00142025 0.00669602 -6.74359e-05 4.21361e-06 0.00208429 -0.00121548 -0.00508277 0.000123882 0.0042084 -0.00168007 0.000290995 -0.00375835 0.00229316 0.000648147 0.00185106 -0.0018237 0.00410508 -0.0016464 0.0002404 -0.00167113 -0.00414255 -0.000159775 -0.00666728 0.00128028 0.000731676 -0.00340255 -0.00187698 -0.00512077 0.00336078 -0.00180998 0.000118805
internal_weight=0 11735 165 41 124 51 73 31 20 688 82 606 70 465 86 379 21 141 357 289 68 68 48 221 84 137 35 20 32 33 23 67 45 29 122 38 98 39 39 22 42 32 25 59 25 34 11570 7061 4509 97 686 599 428 315 53 113 262 97 69 28 41 4412 4043 369 3762 281 271 174 97 52 38 3710 136 3574 350 336 179 157 6375 124 53 29 71 27 44 6251 116 6135 4541 196 1594 641 953 27 4345 171 63 108 29 50 33 87 45 42 28 89 60 29 24 26 79 33 20 20 21 20 24 22 22 21 21 20 21
internal_count=12423 11735 165 41 124 51 73 31 20 688 82 606 70 465 86 379 21 141 357 289 68 68 48 221 84 137 35 20 32 33 23 67 45 29 122 38 98 39 39 22 42 32 25 59 25 34 11570 7061 4509 97 686 599 428 315 53 113 262 97 69 28 41 4412 4043 369 3762 281 271 174 97 52 38 3710 136 3574 350 336 179 157 6375 124 53 29 71 27 44 6251 116 6135 4541 196 1594 641 953 27 4345 171 63 108 29 50 33 87 45 42 28 89 60 29 24 26 79 33 20 20 21 20 24 22 22 21 21 20 21
is_linear=0
shrinkage=0.193739


Tree=62
num_leaves=169
num_cat=0
split_feature=5 5 0 8 2 7 0 0 4 5 4 7 7 2 0 6 5 5 5 3 0 8 8 8 5 4 6 6 8 4 6 4 0 8 0 3 6 2 2 0 0 8 0 5 2 5 8 4 0 6 8 7 6 5 2 7 3 4 8 5 7 6 0 6 2 6 2 4 3 6 0 3 4 4 0 8 0 8 6 4 6 3 5 0 0 5 4 0 6 7 0 6 7 3 7 3 6 0 7 8 3 6 4 4 7 7 8 0 5 7 3 4 3 4 4 0 5 5 5 3 3 4 0 6 8 5 7 3 2 4 5 5 3 5 0 4 2 7 2 5 4 7 2 2 0 5 0 3 7 0 0 5 5 5 8 5 2 0 2 3 7 2 7 0 0 2 4 4
split_gain=0.00274304 0.0278263 0.0646104 0.0487161 0.0224618 0.0513268 0.0662639 0.0236793 0.0197377 0.0120936 0.0259393 0.0522674 0.0662814 0.0528434 0.0478228 0.0467584 0.0445688 0.038518 0.0378768 0.0294278 0.0286454 0.0310478 0.0268309 0.0536213 0.0195917 0.0303966 0.0478495 0.0401694 0.0221979 0.045008 0.0419031 0.0367139 0.0482729 0.0342296 0.0224238 0.0196439 0.0195297 0.0194464 0.016846 0.0246124 0.0321937 0.0191325 0.0128885 0.013333 0.0108851 0.0107867 0.0260799 0.0584328 0.0340203 0.0479953 0.0514547 0.0235452 0.0215214 0.0168098 0.0317335 0.0136004 0.025209 0.0130052 0.0135643 0.00952227 0.0250099 0.0347761 0.034584 0.0121596 0.00983963 0.00923433 0.00895959 0.00890692 0.0424947 0.0787581 0.0799702 0.0182048 0.0388294 0.0322443 0.0436788 0.0312653 0.0328092 0.0217961 0.0172772 0.029193 0.033244 0.0247928 0.026982 0.028471 0.0179972 0.0153734 0.0373465 0.0753047 0.0486915 0.0452021 0.0209961 0.0154858 0.0522914 0.0213693 0.0252022 0.0149756 0.028602 0.0231542 0.0293787 0.0173914 0.0171688 0.0247057 0.0226767 0.0144794 0.0144327 0.0414393 0.0394516 0.0140389 0.0131177 0.0126607 0.0280331 0.0612742 0.037905 0.0498174 0.0430159 0.0257561 0.0250851 0.0565316 0.0495961 0.0241457 0.0195549 0.0272752 0.0383989 0.0560051 0.0227754 0.0412852 0.0166573 0.0157286 0.0664038 0.023027 0.0135942 0.0104579 0.0103255 0.014837 0.0304327 0.0140736 0.0137215 0.0102501 0.0101374 0.00934047 0.00924985 0.00766642 0.0169529 0.00754303 0.00740907 0.00718228 0.00707947 0.00680248 0.00611268 0.00604315 0.00590215 0.00569943 0.0167064 0.0090292 0.0049697 0.00459085 0.00436803 0.00393059 0.00358603 0.00329022 0.00326791 0.00693495 0.00324932 0.00263603 0.00247649 0.00188677 0.0015182 0.002741
threshold=-3036.1730610478648 -3120.4117815517966 8.7756813417190802 0.29391850000000003 0.037350000000000008 1647.7158000207216 4.8543229372285834 4.8977506732140039 0.10854850156007186 -2670.1944096940119 0.093567024449511024 1507.7760819536841 1112.5657305845521 0.20885000000000001 5.6017241379310354 0.41073611596227738 -2934.0070137777379 -2703.4121057777761 -2838.225789746793 0.6089500000000001 3.1416040100250631 0.34492900000000004 0.52413150000000008 0.36166050000000005 -2522.8323753650743 0.048021161405163985 0.10863854412548543 0.20730554023882056 0.36166050000000005 0.34765661752616128 0.5969286998555724 0.38967312969881801 4.7316628264208918 0.26217350000000006 7.0864413364413368 0.65885000000000005 0.28035366473007745 0.055450000000000006 0.020750000000000001 6.6306042884990264 4.5940108001963678 0.27112200000000003 2.5817424505380084 -2966.6859869568966 0.027150000000000004 -2437.218419692249 0.38955350000000005 0.49535283398457491 4.0985436893203895 0.47761033134967007 0.48867000000000005 753.71974603581418 0.39297010130961213 -2370.3980642654087 0.15845000000000001 1153.333993324218 0.45090000000000002 0.10980966079714739 0.37108450000000009 -2324.8540217779305 1467.6792652182928 0.53548274148369035 3.3816307403936272 0.29507102365996196 0.012850000000000002 0.46846999414572849 0.067950000000000024 0.41565518240155375 0.49290000000000006 0.52971277973239872 21.872108843537418 0.42290000000000005 0.46216384655105641 0.44325300622028346 19.216411564625854 0.51902950000000014 22.534523809523815 0.36166050000000005 0.50582104446169207 0.25729266933322142 0.50937958677714101 0.080150000000000013 -24005.211588908791 26.192592592592597 4.8977506732140039 -4780.7991826166444 0.51229492097895724 5.3324829931972797 0.63908137703639734 778.08318087690452 27.679487179487186 0.66672384415703234 1387.2365201793361 0.36305000000000004 1057.2061619044955 0.5988500000000001 0.55209329577533595 6.6306042884990264 4844.0618727589708 0.39444450000000003 0.68725000000000014 0.53271917962587345 0.18695603667061519 0.46838797985112651 1850.5857990257862 2666.4336559496073 0.33465950000000005 8.5524031007751962 -6920.6796694330806 3841.4914074708499 0.80635000000000001 0.077433805282227444 0.77505000000000013 0.098820608611741148 0.13557219538914397 7.0864413364413368 -7224.5721948774826 -7613.202902318958 -6641.0845874994584 0.83835000000000004 0.54515000000000013 0.36048869527532057 39.768518518518526 0.43467402163054342 0.30660400000000004 -18243.805110393194 4969.3229657162929 0.64245000000000008 0.18460000000000001 0.29655099968870874 -3558.4963851491452 -5111.8744096178343 0.51585000000000014 -8215.8508370317959 20.646110056926002 0.45702519933915314 0.26515000000000005 3317.314990557732 0.21920000000000003 -13669.555830632142 0.3220420529803964 5423.9790118002384 0.0010500000000000004 0.10715000000000002 3.9868131868131873 -2395.919566910412 3.6539671020803097 0.69815000000000016 3230.3231902074008 5.1371473354231982 5.3324829931972797 -2093.2303906135917 -2118.1557535357615 -2034.1378473348066 0.47405150000000007 -10562.8712239613 0.031150000000000004 4.1545092838196291 0.035150000000000008 0.89035000000000009 3003.4280695105958 0.0049500000000000004 6514.5876958891995 42.698620188816271 7.4188596491228083 0.22585000000000002 0.16370250172060977 0.24320848062415404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_count=12423 8217 99 30 69 49 24 25 20 4206 541 421 248 173 84 161 144 164 45 23 120 54 111 87 3665 244 25 219 195 73 30 122 82 43 40 27 33 37 145 128 68 60 66 49 24 3421 148 40 108 53 29 24 27 3273 99 87 22 65 41 3174 97 51 46 22 24 22 45 8118 1627 148 38 1479 280 75 29 205 182 83 6491 1390 921 896 884 162 722 1199 243 39 204 183 21 956 233 723 76 469 365 100 75 25 104 89 56 99 265 127 138 46 31 5101 1270 98 1172 59 29 77 1113 212 901 67 3831 3717 48 31 114 53 61 3669 627 3042 21 647 110 77 48 36 29 23 33 216 25 3077 35 30 26 24 28 39 55 25 33 3042 378 2664 31 22 24 23 29 21 35 24 22 50 33 21 41 22
is_linear=0
shrinkage=0.193739


Tree=63
num_leaves=129
num_cat=0
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threshold=5.7000000000000011 1.0000000180025095e-35 3.7273599746820008 0.42238000000000003 7.1506493506493518 0.72901415143735038 0.55344400000000016 0.69070065757804311 14.958552651617545 5.5225328947368428 3.8666617690273291 -889.5839568061798 0.51815000000000011 0.099000000000000019 5.037345839847144 0.049950000000000008 0.41045000000000004 753.71974603581418 0.23919669735304952 -1716.0288096156339 92.516564117572372 0.40790100000000001 0.38975000000000004 5.037345839847144 0.12185 -4301.7744190915901 0.82854059151686998 0.93750000000000011 1.0806504065040652 0.19695000000000004 0.6049365000000001 -2159.3886668339405 0.84942430755001663 0.89237268006236092 2.3261405445180285 0.86921292198877442 -1617.1561458476967 0.27235000000000004 1.725601914823043 4.5946263133056808 3.3876752304587359 0.31914800000000004 0.34664750000000005 -1168.0623662367489 0.17048180060038517 8.0056179775280913 1312.2246072731507 7.5767579313342033 -2118.1557535357615 -2805.3145438357615 78.284214574823721 0.32380000000000003 8.5793902386016203 1.3801823605112327 0.016250000000000004 2301.5563447573763 0.37575000000000003 11.875227104605949 -1276.1982849326046 302.78688524678677 0.62062200000000012 0.53099750000000012 -1276.1982849326046 -284.20065771384537 1.1242884729833824 0.4801450000000001 1995.3678997359873 0.49356150000000004 1922.6848580064777 0.031650000000000005 5.1807172995780597 -1526.1541734730934 0.014250000000000001 0.65605000000000013 -1039.7699978026467 0.11316953340552419 0.094100000000000017 180.33607923648466 0.32295850000000009 -4151.7752427121231 6.0761904761904768 -113.04325542524838 8.5793902386016203 0.63070153608649615 0.56440202550613516 0.81250000000000011 2134.8012138711933 0.030273596105552903 0.95336100000000012 892.78394830948048 0.067950000000000024 1.1849360402569438 0.025050000000000003 0.32866480862477926 -1110.7521121621901 2087.9636109906887 0.084034933182585966 2.094439958701753 0.20685000000000001 0.47290000000000004 0.60844800000000021 0.72196500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=45 12.999999999999998 14.999999999999998 10.999999999999998 12.000000000000002 13.999999999999998 12.000000000000002 12.000000000000002 13.000000000000002 11.999999999999998 11.000000000000002 13.999999999999998 18 64 20.000000000000004 9.9999999999999982 11.999999999999998 10.999999999999998 49 16.000000000000004 9.9999999999999982 12.999999999999998 18 18 17 9.9999999999999982 48 15.999999999999998 9.9999999999999982 10.000000000000002 10.999999999999998 11.999999999999998 12.000000000000002 10 10.000000000000002 10.000000000000002 11 11.000000000000002 23 11.000000000000002 9.9999999999999982 13.999999999999998 13.999999999999998 21 126 9.9999999999999982 10.000000000000002 16.000000000000004 14.000000000000002 10.000000000000002 10.999999999999998 9.9999999999999982 43 14.999999999999998 11.999999999999998 42 20 21 2686 92 501 25 18 20 11.000000000000002 9.9999999999999982 10.000000000000002 7005 9.9999999999999982 19 15.000000000000002 22 12.999999999999998 17.000000000000004 13.000000000000002 12.000000000000002 12.999999999999998 18 13.999999999999998 49 19 197 12.000000000000002 21 9.9999999999999982 11.999999999999998 11.999999999999998 13.999999999999998 183 12.999999999999998 115 9.9999999999999982 9.9999999999999982 13.999999999999998 9.9999999999999982 10.999999999999998 9.9999999999999982 10.999999999999998 9.9999999999999982 9.9999999999999982 9.9999999999999982 14.999999999999998 9.9999999999999982
leaf_count=45 13 15 11 12 14 12 12 13 12 11 14 18 64 20 10 12 11 49 16 10 13 18 18 17 10 48 16 10 10 11 12 12 10 10 10 11 11 23 11 10 14 14 21 126 10 10 16 14 10 11 10 43 15 12 42 20 21 2686 92 501 25 18 20 11 10 10 7005 10 19 15 22 13 17 13 12 13 18 14 49 19 197 12 21 10 12 12 14 183 13 115 10 10 14 10 11 10 11 10 10 10 15 10
internal_value=0 3.63149e-05 2.61039e-05 0.00260245 3.87624e-05 -0.000287224 -0.000563669 -0.00146997 -0.00594692 -6.1535e-07 0.000161554 0.00121442 0.00176588 0.000668151 0.00426865 -0.00388478 -0.00112976 -0.00205489 -0.00632512 -0.000291794 0.00211502 -0.000443225 -0.00127654 -0.00202685 -0.00909437 -0.000940506 0.000348396 0.0017956 0.00358722 0.00193338 0.00482754 0.00860077 -4.76574e-05 0.000276776 0.00270778 0.00573362 -0.000108169 0.00151042 0.00417886 -0.000847934 -0.00234432 -0.000893933 -0.00134135 -0.000729222 -0.00303075 9.32235e-06 -0.000946664 -0.00267225 -0.00541525 -0.0105415 -0.000343205 0.00126477 3.16232e-05 0.00485904 0.000873156 0.00202848 -0.00112202 2.09394e-05 2.73951e-05 -0.000597072 0.00274213 0.000410698 0.00200512 -0.00488752 0.00246049 -0.00385543 6.56524e-05 -0.000759121 -1.13115e-05 -0.00263936 0.000935073 0.00079378 0.00191751 3.10933e-05 0.00347829 0.00592513 0.000414042 0.000239121 0.000577442 0.00395456 0.000113208 -0.000331071 -0.000128237 -0.00253015 0.00454606 -0.00301636 -0.00244336 -0.000476125 0.00148827 -0.000703595 0.000940296 0.00741444 0.000563553 0.00374056 -0.000416145 0.00234306 0.00115713 -0.00312235 -0.00100989 -0.00586629 -0.000541561 8.666e-05
internal_weight=0 11050 11007 43 10972 1376 959 367 25 592 569 181 163 114 49 23 342 162 37 180 52 39 128 110 26 93 417 89 65 55 35 23 328 312 42 21 270 88 41 47 37 182 161 147 30 10561 240 123 56 25 67 53 10321 22 117 87 31 10299 10284 593 39 30 84 21 21 35 9691 125 90 35 71 411 103 47 56 30 308 297 279 33 246 388 356 32 24 24 30 332 34 298 21 20 26 52 21 34 24 20 25 20 35 22
internal_count=12426 11050 11007 43 10972 1376 959 367 25 592 569 181 163 114 49 23 342 162 37 180 52 39 128 110 26 93 417 89 65 55 35 23 328 312 42 21 270 88 41 47 37 182 161 147 30 10561 240 123 56 25 67 53 10321 22 117 87 31 10299 10284 593 39 30 84 21 21 35 9691 125 90 35 71 411 103 47 56 30 308 297 279 33 246 388 356 32 24 24 30 332 34 298 21 20 26 52 21 34 24 20 25 20 35 22
is_linear=0
shrinkage=0.193739


Tree=66
num_leaves=167
num_cat=0
split_feature=6 2 2 6 8 8 4 0 4 0 0 5 0 8 4 4 8 2 2 0 3 2 2 9 3 6 0 5 2 8 5 5 2 2 8 9 5 8 8 8 0 6 6 6 0 4 3 4 6 8 3 0 8 4 9 5 2 5 3 8 2 8 8 2 3 4 4 2 6 4 8 8 3 3 5 5 5 3 0 0 3 5 3 8 3 0 0 6 6 3 4 5 4 4 4 6 8 2 6 6 8 4 6 3 6 3 6 5 8 6 5 5 8 9 6 2 6 4 5 2 2 5 0 0 3 2 2 8 5 4 3 5 4 8 6 5 4 0 4 8 2 8 5 2 6 5 6 4 9 5 0 0 0 3 4 9 0 9 8 6 3 4 8 5 5 8
split_gain=0.0027886 0.0129458 0.016381 0.0256873 0.0426908 0.0342737 0.027792 0.0393296 0.0393319 0.0251199 0.0239402 0.0289355 0.0459911 0.0241332 0.0283828 0.0251478 0.0215764 0.0211781 0.0210122 0.0199646 0.0250161 0.0174228 0.0172944 0.0167099 0.0164471 0.0164907 0.0161039 0.0723849 0.0157264 0.0142106 0.0130091 0.0155392 0.0154716 0.0171049 0.0182929 0.0145192 0.0233768 0.0122707 0.0352501 0.021835 0.0198232 0.0145512 0.0112166 0.0111704 0.0202404 0.011811 0.0157905 0.0111313 0.0331325 0.0428459 0.0467219 0.0466236 0.0296514 0.0148978 0.011206 0.0230422 0.0203162 0.0138228 0.0111518 0.0103851 0.0096624 0.0158683 0.0102357 0.00845881 0.0207066 0.02862 0.0622512 0.0459172 0.025254 0.0187604 0.0353846 0.0298765 0.0215598 0.0202401 0.0319974 0.0699013 0.0501008 0.0427009 0.0365333 0.0284457 0.0276126 0.0282294 0.0269732 0.0254176 0.0239612 0.0369674 0.0592453 0.0345389 0.0210383 0.0316252 0.0226715 0.0201603 0.0199493 0.0192637 0.0279502 0.0220514 0.0181317 0.0169649 0.0222514 0.040492 0.0150031 0.0262963 0.0146048 0.0126129 0.0119745 0.0122447 0.0116218 0.0101313 0.0155673 0.0302833 0.01339 0.0365707 0.0402372 0.0467644 0.071984 0.0347671 0.038091 0.0540538 0.0282994 0.0483103 0.0278513 0.0243943 0.0446708 0.0678501 0.0631878 0.0360461 0.0312625 0.0381934 0.0261146 0.0281876 0.0652317 0.024533 0.0284787 0.0234369 0.032241 0.0201671 0.0199579 0.0154129 0.013457 0.0122923 0.00832182 0.0180373 0.043675 0.00891851 0.011396 0.00808788 0.00801559 0.0076709 0.0074591 0.00567023 0.0068775 0.00519413 0.00490032 0.00479569 0.0043049 0.00413767 0.00542567 0.00307801 0.00290401 0.0028051 0.00257186 0.00250562 0.00209271 0.00205282 0.001746 0.000359513
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=0 -0.000228826 -0.00168036 -0.00232257 0.00044074 3.43877e-05 0.000544475 0.0018549 0.00668221 0.00104701 0.000131511 0.000865666 0.00844987 -0.000788454 1.64736e-05 -0.000738333 0.00342992 -0.00365696 -0.0072423 -0.00108032 -0.00366325 -0.00156442 0.000383368 0.00492812 6.14417e-05 0.00101331 0.00658176 -0.00169213 -0.00247056 0.00417675 0.00159009 0.00109725 0.00174541 0.000905332 0.00340581 -0.00224601 0.000235372 -1.18507e-05 -0.00157472 0.000630512 -0.0043077 -0.0081214 5.12558e-06 0.0023081 0.00369674 0.000888666 -0.00476147 -0.00172163 -1.32399e-05 -2.11727e-05 -7.79934e-05 -0.00352134 0.000418599 0.000436284 0.000293726 -0.00647567 0.00457234 0.000504082 -4.23228e-05 0.00376181 -0.00342737 -5.64767e-05 -0.00394854 -0.00260194 -0.00635617 -0.000690487 -0.00200279 -8.6642e-05 0.0010106 -4.36309e-05 -0.00396125 0.00402041 0.00626596 0.00140669 0.0029068 0.0073794 -0.000205553 0.00200416 0.00372788 -0.00027652 -0.000191094 0.00261868 -0.000255833 9.74753e-05 -3.89867e-05 -0.000833778 -0.0021413 -0.00305303 -0.000388894 0.00585438 -0.00107878 0.000952794 -0.00110123 -0.00224311 -0.00437286 0.00016805 -0.00209483 0.000807045
internal_weight=0 1589 141 129 48 10837 900 215 30 185 685 381 22 304 238 202 33 66 27 39 29 169 359 23 336 218 26 118 105 36 168 154 137 122 20 149 192 9937 106 59 47 21 9831 77 66 47 22 42 9754 9735 8660 88 38 1075 1040 50 35 985 8572 31 55 8541 81 53 28 21 32 1448 141 105 28 36 26 77 54 20 1307 40 30 1267 1230 27 1203 747 734 456 115 37 341 25 26 20 43 30 24 34 23 22
internal_count=12426 1589 141 129 48 10837 900 215 30 185 685 381 22 304 238 202 33 66 27 39 29 169 359 23 336 218 26 118 105 36 168 154 137 122 20 149 192 9937 106 59 47 21 9831 77 66 47 22 42 9754 9735 8660 88 38 1075 1040 50 35 985 8572 31 55 8541 81 53 28 21 32 1448 141 105 28 36 26 77 54 20 1307 40 30 1267 1230 27 1203 747 734 456 115 37 341 25 26 20 43 30 24 34 23 22
is_linear=0
shrinkage=0.193739


Tree=68
num_leaves=115
num_cat=0
split_feature=1 1 2 2 4 2 5 4 0 2 5 5 0 5 2 0 1 0 1 0 0 4 0 0 5 6 3 3 2 2 2 2 5 5 0 4 2 3 3 3 1 1 4 2 0 0 0 2 5 6 1 3 1 2 5 1 0 1 1 2 2 4 4 0 3 6 1 2 2 3 1 3 6 1 6 2 0 5 2 4 1 5 2 4 4 6 0 1 3 3 3 6 1 1 0 1 4 0 2 3 3 4 5 1 3 0 1 5 5 4 2 2 2 3
split_gain=0.00303771 0.0131034 0.0378938 0.0766848 0.0340358 0.0252144 0.0130334 0.0225617 0.0126602 0.0123916 0.0113192 0.0456265 0.0429608 0.0260076 0.0348742 0.0437727 0.0270897 0.0194568 0.031976 0.0184374 0.0321501 0.0391401 0.0343287 0.0253489 0.0192605 0.0173786 0.0269953 0.0123437 0.0102085 0.00964866 0.0094178 0.0231156 0.0291607 0.0194622 0.0501004 0.025304 0.0195917 0.0192352 0.0239524 0.0209978 0.016171 0.0236277 0.0277868 0.0156304 0.0150485 0.0380199 0.0127967 0.0126253 0.00977765 0.0253142 0.0222503 0.0218168 0.0383461 0.020147 0.0188492 0.0095677 0.00924963 0.00898571 0.0404461 0.028818 0.032661 0.0274255 0.0602843 0.0307702 0.0221174 0.0223248 0.0168035 0.0163983 0.0111436 0.00961022 0.0080483 0.0141713 0.0514636 0.0166364 0.00961991 0.00797549 0.00787891 0.00752257 0.0116209 0.00706321 0.00807838 0.0068729 0.00656156 0.011717 0.00564706 0.00521411 0.00520737 0.00490907 0.0157164 0.0874242 0.0697959 0.0282137 0.0391451 0.01609 0.0146324 0.0138417 0.0281148 0.031158 0.0349263 0.0158276 0.012091 0.0165977 0.00747323 0.0177658 0.0253264 0.0166365 0.014633 0.0160673 0.0149348 0.00660005 0.00404635 0.00400792 0.0038382 0.00275862
threshold=16.665151515151518 17.246134226048145 0.020750000000000001 0.13465000000000002 0.35116332024228519 0.16915000000000005 -8215.8508370317959 0.29655099968870874 3.3253381676195795 0.010850000000000002 -4732.0953125478145 -4507.4366088445277 6.335416666666668 -4905.0451639256544 0.16260000000000002 4.4483218916857377 16.226539589442819 11.722401433691758 15.032352941176471 10.596052631578949 9.2090846994535536 0.63070153608649615 8.334577114427864 7.5022935779816526 -10747.175457952513 0.49295665617797207 0.35795000000000005 0.41830000000000006 0.37430000000000002 0.17525000000000004 0.079150000000000012 0.076950000000000018 -2347.346151230799 -3645.1887164550994 4.2650060024009617 0.31277692488178904 0.059050000000000012 0.62415000000000009 0.61335000000000017 0.6402500000000001 15.482544019429268 12.138319672131148 0.36856036781658441 0.12635000000000005 5.1371473354231982 6.9417229729729737 1.8284272497897396 0.041950000000000008 -3606.555973432984 0.62160688496566363 11.959389816532676 0.57765000000000011 11.959389816532676 0.084550000000000014 -4301.7744190915901 9.8134664948453629 1.357662227858804 18.104987599889778 18.333920187793428 0.21615000000000004 0.06925000000000002 0.30456318823531953 0.26429787635567409 7.3345771144278613 0.47235000000000005 0.65058189408104627 17.695705384957723 0.12185 0.055450000000000006 0.25640000000000002 8.6210244392366935 0.73875000000000013 0.30022084212773653 15.284648187633264 0.36807241603238777 0.04265 8.7756813417190802 -2251.8799192242909 0.079150000000000012 0.24126994762033468 9.1543801652892594 -8697.0355388938133 0.06455000000000001 0.10157186215449245 0.33566560607070967 0.39297010130961213 7.9944444444444454 20.028897849462371 0.64455000000000007 0.66155000000000019 0.60625000000000007 0.47436188282377034 19.322307271733191 19.322307271733191 8.334577114427864 20.811141304347831 0.10157186215449245 7.168079096045199 0.10415000000000001 0.52900000000000014 0.67385000000000017 0.20411948727884557 -1963.8118167709656 21.103191489361706 0.48435000000000006 7.5913729128014849 21.549043062200962 -1716.0288096156339 -1248.4314143738463 0.073355420338406543 0.00015000000000000004 0.016250000000000004 0.13465000000000002 0.63835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=695 10.000000000000002 20 10.999999999999998 12.999999999999998 11.999999999999998 18.999999999999996 12.000000000000005 11.999999999999998 9.9999999999999982 10.999999999999998 13.000000000000002 14.000000000000002 10.000000000000002 17 11.000000000000002 19 14.999999999999998 10.000000000000002 19 13.000000000000002 26 13.999999999999998 35 93 35 11.000000000000002 12.999999999999998 9.9999999999999982 11.999999999999998 11.999999999999998 33 18 14.999999999999998 1119 10.000000000000002 10.000000000000002 9.9999999999999982 12.000000000000002 12.999999999999998 44 45 220 40 10.999999999999998 10.000000000000002 14.999999999999998 27 15.999999999999998 32 33 29 36 14.999999999999998 775 77 248 10.999999999999998 15.000000000000002 10.000000000000002 10.000000000000002 13.999999999999998 12.999999999999998 15.999999999999998 11.000000000000002 11.000000000000002 15.000000000000002 10.000000000000002 17 11.999999999999998 14.999999999999998 99 73 30 18 10.999999999999998 20 9.9999999999999982 11.000000000000002 13.999999999999998 10.999999999999998 9.9999999999999982 9.9999999999999982 14.000000000000002 10.999999999999998 11.999999999999998 54 9.9999999999999982 18.000000000000004 12.999999999999998 9.9999999999999982 17.000000000000004 84 53 10.999999999999998 9.9999999999999982 11.999999999999998 26 46 9.9999999999999982 37 179 9.9999999999999982 13.000000000000002 973 28 5422 141 496 10.999999999999998 10.999999999999998 11.999999999999998 11.999999999999998 24 9.9999999999999982
leaf_count=695 10 20 11 13 12 19 12 12 10 11 13 14 10 17 11 19 15 10 19 13 26 14 35 93 35 11 13 10 12 12 33 18 15 1119 10 10 10 12 13 44 45 220 40 11 10 15 27 16 32 33 29 36 15 775 77 248 11 15 10 10 14 13 16 11 11 15 10 17 12 15 99 73 30 18 11 20 10 11 14 11 10 10 14 11 12 54 10 18 13 10 17 84 53 11 10 12 26 46 10 37 179 10 13 973 28 5422 141 496 11 11 12 12 24 10
internal_value=0 7.20559e-05 0.00187946 0.00354977 0.00843867 -0.00156064 0.000738112 -0.00223602 0.0058538 -0.00383878 -0.000128317 4.58855e-05 0.00505879 -0.000683618 -0.00509944 -0.00899258 -0.000472425 -0.000267306 0.00460727 -0.000422589 -0.000283143 0.00435788 -0.000568167 -0.000200827 -0.00465498 -0.0054263 -0.00857594 0.0123731 0.00104408 0.00172348 -5.62703e-05 -0.000343234 -0.00536441 -0.000250158 -0.00276309 -0.00813144 -0.0128836 0.000319453 -0.000109074 0.0015059 -9.08961e-05 -0.000231208 -0.00192114 0.00708064 0.00242557 0.00638742 0.000451847 0.0024634 -1.68755e-06 0.00132805 0.00443209 -0.000269233 -0.00412387 -2.18366e-05 -0.000440607 9.11357e-05 -0.00297748 3.81926e-05 7.15116e-05 0.00557546 0.00939458 -0.00124455 0.000361931 -0.00118831 -0.00444787 -0.0017886 0.000301073 0.00278956 0.000163912 -0.0046627 0.00112768 0.00184487 0.000183569 0.00329634 -6.25322e-05 0.000843386 -0.000108699 0.00762058 0.00539339 0.00337301 0.00134488 -0.00574721 -0.00229651 -0.00439332 -0.00919511 -0.0017371 -0.0030704 3.56434e-05 0.000698288 0.00183404 -0.000605481 0.000997747 -1.1364e-05 -0.00937585 0.00764809 -7.44179e-07 -0.00185009 -0.00316657 -0.00786161 -0.00107526 0.000797065 0.00115278 3.80288e-05 0.000101774 0.00413223 7.60567e-05 -0.000581926 -0.000401689 -0.0052005 0.00349273 -0.00108115 0.000155854 0.00153971 -0.00776114
internal_weight=0 8036 147 114 58 56 43 24 46 33 4391 3343 66 1048 47 30 1001 962 29 933 910 52 858 788 70 39 24 20 38 46 3277 1858 33 1825 108 40 20 1419 1043 376 1717 1627 260 23 90 25 68 43 1030 172 62 858 51 807 110 1367 25 7889 7690 49 29 199 133 117 66 43 96 49 32 30 353 220 103 117 133 65 20 35 24 34 23 23 47 25 23 65 20 7641 397 212 185 157 137 28 20 7244 148 119 36 83 199 189 7096 6435 40 6395 661 637 24 29 22 22 68 21
internal_count=12427 8036 147 114 58 56 43 24 46 33 4391 3343 66 1048 47 30 1001 962 29 933 910 52 858 788 70 39 24 20 38 46 3277 1858 33 1825 108 40 20 1419 1043 376 1717 1627 260 23 90 25 68 43 1030 172 62 858 51 807 110 1367 25 7889 7690 49 29 199 133 117 66 43 96 49 32 30 353 220 103 117 133 65 20 35 24 34 23 23 47 25 23 65 20 7641 397 212 185 157 137 28 20 7244 148 119 36 83 199 189 7096 6435 40 6395 661 637 24 29 22 22 68 21
is_linear=0
shrinkage=0.193739


Tree=69
num_leaves=138
num_cat=0
split_feature=8 8 8 3 6 3 5 1 1 8 5 7 2 2 8 2 3 3 3 1 2 2 1 9 1 6 6 6 3 6 2 2 7 8 3 1 9 6 2 2 1 8 7 5 1 1 2 8 5 2 9 8 5 1 7 8 7 1 7 5 8 8 6 5 6 3 8 2 9 6 8 1 6 8 3 3 1 3 2 8 8 5 7 7 6 9 2 5 1 6 3 5 5 7 5 2 5 7 3 7 2 6 5 8 3 2 8 1 5 6 5 1 6 5 5 1 2 6 8 2 2 5 7 2 9 2 2 9 5 3 6 3 9 1 9 1 2
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=273 11.000000000000002 13.999999999999998 17 9.9999999999999982 10.000000000000002 10.000000000000002 12.999999999999998 17 19 10.000000000000002 15.999999999999998 18 11.999999999999998 18.000000000000004 11.999999999999998 17 10.999999999999998 15.999999999999998 15.999999999999998 15.999999999999998 41 10.999999999999998 11.000000000000002 16.000000000000004 13.999999999999998 18 10.000000000000002 17 12.999999999999998 10.999999999999998 12.999999999999998 9.9999999999999982 15.999999999999998 18 11 10.000000000000002 10 10.000000000000002 15.999999999999998 11.999999999999998 9.9999999999999982 15.999999999999998 10.000000000000002 9.9999999999999982 9.9999999999999982 26 21 11.999999999999998 97 167 113 10.999999999999998 33 14.999999999999998 10.999999999999998 10.000000000000002 19 11.000000000000002 11.000000000000002 12.999999999999998 12.000000000000002 10.000000000000002 11.999999999999998 18 14.999999999999998 9.9999999999999982 14.999999999999998 15.000000000000002 11.000000000000002 10.000000000000002 17 18 27 100 14.000000000000002 9.9999999999999982 12.999999999999998 9.9999999999999982 12.999999999999998 12.999999999999998 19 12.999999999999998 20 12.999999999999998 9.9999999999999947 10.000000000000002 448 241 30 73 9.9999999999999982 29 34 106 50 64 5940 2007 97 10.999999999999998 10.000000000000002 12.000000000000002 10.000000000000002 13.999999999999998 19 280 25 19 41 12.999999999999998 33 39 13.999999999999998 23 97 15.999999999999998 21 10.999999999999998 11.999999999999998 29.999999999999996 14.999999999999998 10.999999999999998 12.999999999999998 19 14.000000000000002 17 47 15.999999999999998 18 34 158 199 28.000000000000004 9.9999999999999982 10.000000000000002 10.999999999999998 9.9999999999999982
leaf_count=273 11 14 17 10 10 10 13 17 19 10 16 18 12 18 12 17 11 16 16 16 41 11 11 16 14 18 10 17 13 11 13 10 16 18 11 10 10 10 16 12 10 16 10 10 10 26 21 12 97 167 113 11 33 15 11 10 19 11 11 13 12 10 12 18 15 10 15 15 11 10 17 18 27 100 14 10 13 10 13 13 19 13 20 13 10 10 448 241 30 73 10 29 34 106 50 64 5940 2007 97 11 10 12 10 14 19 280 25 19 41 13 33 39 14 23 97 16 21 11 12 30 15 11 13 19 14 17 47 16 18 34 158 199 28 10 10 11 10
internal_value=0 4.56417e-05 4.61082e-06 -0.0046913 0.00102552 0.000300081 -0.00465175 0.0015948 0.00477349 0.000292776 0.0102072 0.00346792 0.00551392 0.00283213 0.00537944 -0.00188951 0.000514882 -0.000623181 0.000979497 0.00578252 -0.00175909 -0.00076547 -0.00153094 2.94104e-05 0.00158876 -0.00115938 0.00128418 -0.00122405 -0.00273874 0.00050537 -0.00168585 -0.0006605 6.25581e-05 -0.00017254 -0.000624065 -0.00482361 -0.00885262 -0.000375197 0.00192612 0.00496233 0.00733788 0.00440434 -0.000711329 -0.00245201 -0.000278077 0.000280289 -0.00223773 0.0019189 4.25252e-05 0.00132045 -0.00113249 0.00550804 -0.00387337 -0.00186139 0.00083815 3.38463e-05 0.00124513 0.00251282 0.00107974 0.00576026 -0.00199431 -0.00010338 0.00357645 -0.0051986 0.00138192 -0.00467363 -0.00645845 -0.000119089 -0.000394004 -0.00182824 0.00232793 -0.00244141 -0.00166649 -0.000979034 -0.00476506 -0.0011187 0.000460625 0.00382893 0.000277668 0.0020858 -0.000107618 -0.0073575 -0.00221417 -0.00444304 -0.000835256 -0.00274258 5.55456e-05 -0.000616389 -0.000888797 -0.00343689 0.00258112 9.26098e-05 0.000207712 0.00331586 -0.000181078 -0.00298864 0.000137045 -4.97871e-05 -0.000106102 0.000640524 -0.00199709 0.00278074 -0.0035126 -0.00386139 -0.00380708 0.000393462 0.000549006 0.00129074 -0.00125738 -0.000313643 -0.0042033 -0.004466 -0.00367401 -0.000505254 -0.000957522 -0.000599248 -0.00132329 -0.00238037 -1.56543e-05 0.00108502 0.0030903 -0.000288606 -0.000973163 -0.00443644 -0.00118731 -0.0056843 -0.000152583 0.000221783 6.46486e-05 -0.000414911 -0.000881899 -2.4462e-06 -0.00261542 -0.00235096 -7.18233e-06 -0.00358478 0.000981234
internal_weight=0 9872 9476 49 396 306 63 243 70 173 35 90 60 42 30 50 33 156 89 32 57 35 35 9427 24 255 45 27 67 21 210 30 9172 2555 801 44 21 757 96 54 42 32 661 131 530 413 117 33 403 193 210 21 84 48 53 1754 196 141 122 24 55 98 23 28 27 78 36 1558 1057 220 28 192 145 127 47 20 501 25 476 83 393 27 75 32 70 20 9156 478 441 103 37 8678 6109 135 2569 114 5974 2455 338 27 42 33 59 24 68 318 305 32 75 54 46 58 25 43 151 134 118 22 837 92 37 55 23 46 44 27 745 307 291 438 205 233 38 20 22 21 22
internal_count=12427 9872 9476 49 396 306 63 243 70 173 35 90 60 42 30 50 33 156 89 32 57 35 35 9427 24 255 45 27 67 21 210 30 9172 2555 801 44 21 757 96 54 42 32 661 131 530 413 117 33 403 193 210 21 84 48 53 1754 196 141 122 24 55 98 23 28 27 78 36 1558 1057 220 28 192 145 127 47 20 501 25 476 83 393 27 75 32 70 20 9156 478 441 103 37 8678 6109 135 2569 114 5974 2455 338 27 42 33 59 24 68 318 305 32 75 54 46 58 25 43 151 134 118 22 837 92 37 55 23 46 44 27 745 307 291 438 205 233 38 20 22 21 22
is_linear=0
shrinkage=0.193739


Tree=70
num_leaves=128
num_cat=0
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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split_gain=0.00273859 0.0147204 0.0124537 0.0132238 0.018674 0.0113452 0.0278023 0.0103963 0.0255307 0.033058 0.0378788 0.0183924 0.0130541 0.0119737 0.0100905 0.00879955 0.00908852 0.00880066 0.00764133 0.0219864 0.0190981 0.0185074 0.0429496 0.0400219 0.0291515 0.0766866 0.0228264 0.0259904 0.0240082 0.0212178 0.0258835 0.0360754 0.0180502 0.0690063 0.0386149 0.025479 0.0212768 0.0170217 0.0279912 0.0156818 0.0337321 0.0281144 0.0543369 0.0261806 0.0137767 0.0122011 0.0118057 0.025179 0.0186088 0.0117222 0.0234734 0.0117739 0.0108039 0.0198037 0.0147321 0.0615905 0.0302751 0.0221725 0.0373854 0.015756 0.0143985 0.0300481 0.0210602 0.0103403 0.0432186 0.0264947 0.0160377 0.0148641 0.0111541 0.0101899 0.00945284 0.00883915 0.00979834 0.00663779 0.0113782 0.0141918 0.010134 0.0106213 0.00884834 0.00800365 0.0141477 0.00962092 0.00674615 0.00608575 0.00977246 0.00452604 0.00363949 0.00285794 0.00282591 0.00215685 0.00179786 0.00063325 0.000335604
threshold=0.45090000000000002 0.45745000000000008 0.04265 0.31665000000000004 0.45435000000000003 0.21510731414636516 0.22573303546027154 0.43855000000000005 -8098.5393240176882 0.16915000000000005 0.42750000000000005 0.62160688496566363 19.754616002140761 0.59081399564110304 0.44345000000000007 0.64517284824098986 0.18215000000000003 0.099000000000000019 -14109.360476086187 13.595087402049428 -12357.921132804237 4218.7927954011839 4722.9259102721981 0.55447584023833918 17.572599531615932 23.097372697724815 0.47235000000000005 0.12375000000000001 0.40110187674014475 -18722.629168077303 4969.3229657162929 5357.5238014307342 13.145497311827958 0.73025000000000018 0.3281 -5330.906933113768 -5169.137920194381 10.731283422459894 19.216411564625854 0.40110187674014475 0.38967312969881801 -8334.0310664679619 -6267.3785465711344 0.27235000000000004 1366.1628073578536 0.60043296587724726 0.3977500000000001 4.2650060024009617 0.38740000000000002 0.37865000000000004 0.42750000000000005 0.43807347781811845 0.21928710372898952 13.79217479674797 5266.471447463914 5486.447841096403 0.64245000000000008 0.52515000000000012 15.243376623376625 0.55735000000000012 5203.1596004941484 15.035285743339438 0.2977699194230144 19.216411564625854 0.31361523414525766 0.42403528656817208 15.732520325203254 0.15275000000000002 0.97916666666666685 0.54802269861286268 3953.8141674941894 15.622023809523812 0.23919669735304952 0.21569426466593161 0.39587715993240907 0.36538933596937601 0.015050000000000003 0.16260000000000002 0.41544194284882585 0.37770783056152618 0.080150000000000013 0.38967312969881801 0.6533511457093607 -5891.9816880765557 -15387.685585424488 0.66180934227669741 0.074750000000000025 -4664.7843182675579 8540.7904527696792 0.18935000000000005 0.57102140345329444 0.53548274148369035 41.488636363636367
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 90 15 -5 83 -7 73 9 12 -11 13 -9 87 -13 16 17 -4 21 32 63 23 24 -3 69 -26 27 -24 -29 49 -31 -32 39 34 36 -35 -34 -25 71 40 46 -41 -43 -44 -42 -40 48 -48 -20 51 -51 -28 53 -22 57 -56 -57 58 -54 -59 61 -55 -62 64 66 68 -21 -67 92 -23 -66 72 -39 82 75 76 -75 -78 -76 80 -80 -81 -8 84 -1 -16 -85 -10 -70 -72 -2 -69 -65
right_child=1 18 3 4 -6 6 7 8 11 10 -12 14 -14 -15 85 -17 -18 -19 19 20 52 22 26 37 25 -27 29 28 -30 30 31 -33 33 35 -36 -37 -38 38 45 41 44 42 43 -45 -46 -47 47 -49 -50 50 -52 -53 54 60 55 56 -58 59 -60 -61 62 -63 -64 65 70 67 -68 91 88 -71 89 -73 -74 74 78 -77 77 -79 79 81 -82 -83 -84 86 -86 -87 -88 -89 -90 -91 -92 -93 -94
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leaf_weight=13.000000000000002 15.000000000000002 19 10.000000000000002 11 13 10.999999999999998 10.000000000000002 12.000000000000002 11.999999999999998 19.000000000000004 10.999999999999998 10.999999999999998 17 13.999999999999998 13.000000000000002 15.999999999999998 13.999999999999998 10.999999999999998 5543 10.000000000000002 9.9999999999999982 13.999999999999998 9.9999999999999982 14.999999999999998 11.000000000000002 19 998 10.000000000000002 15.999999999999998 13.999999999999998 18 363 15.999999999999998 17.000000000000004 13.999999999999998 12.999999999999998 12.000000000000002 12.000000000000002 14.000000000000002 18 20 11.999999999999998 117 19 14.999999999999998 11.999999999999998 65 186 14.999999999999998 76 378 19 34 47 12.999999999999998 39 42 80 138 307 253 106 24 12.000000000000002 10.000000000000002 14.999999999999998 9.9999999999999982 10.000000000000002 24 19 10.000000000000002 10.999999999999998 10.999999999999998 13.999999999999998 9.9999999999999982 9.9999999999999982 13.000000000000002 9.9999999999999982 23 38 269 2348 10.999999999999998 15.000000000000002 12.999999999999998 9.9999999999999982 10.999999999999998 10.000000000000002 13.999999999999998 9.9999999999999982 9.9999999999999982 9.9999999999999982 10.999999999999998
leaf_count=13 15 19 10 11 13 11 10 12 12 19 11 11 17 14 13 16 14 11 5543 10 10 14 10 15 11 19 998 10 16 14 18 363 16 17 14 13 12 12 14 18 20 12 117 19 15 12 65 186 15 76 378 19 34 47 13 39 42 80 138 307 253 106 24 12 10 15 10 10 24 19 10 11 11 14 10 10 13 10 23 38 269 2348 11 15 13 10 11 10 14 10 10 10 11
internal_value=0 -5.0013e-05 -0.0023789 -0.00361768 0.000137104 0.000163765 0.000215016 0.000176598 0.00187112 0.00481173 0.00923293 -0.000633403 0.000114533 -0.00364709 0.00256789 -0.00535981 -0.00350551 -0.000879089 -2.49866e-05 -0.000117724 -0.000861316 0.000304671 0.00043206 -0.00233971 0.00537704 0.00966762 0.000266103 0.00504513 0.00820504 0.000171808 0.00143102 0.00173648 3.38491e-05 0.0030664 0.00807351 -0.00397078 0.0121321 -0.000291675 0.00118348 -2.87888e-06 4.99805e-05 -0.00185522 -0.00273937 -0.00159418 0.00597959 -0.00354119 1.34459e-05 0.00131099 -4.53291e-05 -0.000166908 -0.000984561 0.000198582 -0.000582182 0.000159766 -0.00108171 0.00115502 -0.000874345 -0.00145893 0.000370302 -0.00227102 -4.58517e-05 0.0014582 -0.000878396 -0.00293662 -0.00517906 -0.00173594 0.00176876 0.00247772 -0.0041544 0.00134172 -0.00973755 0.00479487 0.00248193 9.67693e-05 0.000123568 0.00308677 0.00125491 -0.00125049 7.08643e-05 9.31457e-05 -0.000862888 0.000210393 -0.00327137 -0.00265101 -0.0047013 0.000198641 -0.000522554 -0.000752817 -0.00615988 -0.0121457 0.00133441 0.00584222 -0.000746483
internal_weight=0 9480 100 75 24 2948 2896 2885 129 59 30 70 29 36 34 51 35 21 9380 7321 1239 2059 1965 94 63 30 1902 36 26 1866 395 381 6082 72 42 30 28 75 60 6010 5844 166 148 136 35 26 5809 251 5558 1471 454 1017 1093 440 653 94 81 559 172 387 430 153 277 146 50 96 20 35 61 33 30 34 23 2756 2735 47 37 23 2688 2678 292 2386 21 52 26 23 26 22 38 20 25 20 23
internal_count=12428 9480 100 75 24 2948 2896 2885 129 59 30 70 29 36 34 51 35 21 9380 7321 1239 2059 1965 94 63 30 1902 36 26 1866 395 381 6082 72 42 30 28 75 60 6010 5844 166 148 136 35 26 5809 251 5558 1471 454 1017 1093 440 653 94 81 559 172 387 430 153 277 146 50 96 20 35 61 33 30 34 23 2756 2735 47 37 23 2688 2678 292 2386 21 52 26 23 26 22 38 20 25 20 23
is_linear=0
shrinkage=0.193739


Tree=73
num_leaves=80
num_cat=0
split_feature=1 5 2 8 0 5 8 8 7 6 5 5 1 2 5 8 1 7 0 0 8 0 8 8 5 2 2 2 7 7 0 7 2 1 6 5 6 1 0 5 6 0 8 1 5 2 8 8 1 7 6 5 1 8 8 0 2 6 7 8 6 5 5 8 2 7 2 8 0 8 8 6 0 6 9 9 6 0 9
split_gain=0.00252564 0.0110177 0.0153195 0.0193653 0.0117318 0.0084148 0.00691913 0.013428 0.00520737 0.00841147 0.00502653 0.0100733 0.00994196 0.00747238 0.00739461 0.0159979 0.0216694 0.0321033 0.00745714 0.00732707 0.0140226 0.0191902 0.0151307 0.0184031 0.0112946 0.0109231 0.00849466 0.0116087 0.00643747 0.0297643 0.0378947 0.0284126 0.0183779 0.0151375 0.00629933 0.00568221 0.00437328 0.00426636 0.00398856 0.0174645 0.0171124 0.00550399 0.0091115 0.00537074 0.00459479 0.0035363 0.00351573 0.00773009 0.00347138 0.00314456 0.00264293 0.00251265 0.012568 0.0196896 0.00378953 0.00744986 0.00628744 0.00519249 0.0049079 0.00380134 0.00262739 0.00568272 0.00396305 0.0024749 0.00246614 0.00244048 0.00229034 0.00215039 0.00167718 0.00336261 0.00325315 0.00167141 0.00182981 0.00134913 0.000955905 0.00138186 0.000992274 0.00066151 0.000658671
threshold=184.55434782608697 -64209.505178655738 0.36385000000000006 0.23052200000000003 64.720982142857153 -55797.146821039503 0.31914800000000004 0.43919300000000006 24923.860350820916 0.49953315203315207 -33595.952426231852 -32503.514920444904 60.083040562120736 0.18935000000000005 -29973.180777809339 0.50341950000000002 76.792207792207805 8540.7904527696792 50.567460317460323 18.924038461538466 0.54382750000000013 21.440972222222225 0.47051650000000006 0.43370750000000008 -39813.792383085158 0.17525000000000004 0.29335000000000006 0.44665000000000005 11901.15478194125 11385.555593757979 20.646110056926002 12974.918888552716 0.18215000000000003 74.391489361702142 0.42125339428586545 -21389.248499117759 0.37708984129031869 140.92708333333334 17.803225806451618 -11538.331541897469 0.047571237330273485 23.570279720279725 0.27112200000000003 275.22268907563029 -6186.1178288303781 0.016950000000000003 0.29774600000000001 0.39314500000000008 44.33549783549784 10429.205866634558 0.037484753263595107 -303065.79340488656 1163.3750000000002 0.24279900000000001 0.18406400000000003 29.694255111976634 0.087250000000000008 0.48334407908875998 18578.662972486556 0.33252650000000006 0.22148745526519339 -55797.146821039503 -47466.758809974192 0.30183200000000004 0.42145000000000005 23807.597723032053 0.45245000000000007 0.11738200000000001 139.83436532507741 0.32426750000000004 0.20041150000000002 0.070550483972038544 53.43712121212122 0.57728322836236512 0.93750000000000011 0.64583333333333337 0.37144184622894222 36.177586206896557 0.22916666666666671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 8 -5 -8 9 -3 19 12 -12 -14 15 16 17 -13 -18 25 21 -21 23 -23 -22 45 -27 -28 29 35 -31 32 -30 -33 -29 -16 -24 -6 39 40 50 42 67 44 -41 -7 -4 -48 -11 -49 -2 52 53 -43 64 -56 57 58 -57 -59 61 -58 -62 -50 71 73 68 -40 -54 70 -70 72 -53 -51 75 -73 -76 -67 -74
right_child=38 5 46 4 37 10 7 -9 -10 48 11 14 13 -15 28 -17 18 -19 -20 20 24 22 36 -25 -26 26 27 34 31 30 -32 33 -34 -35 -36 -37 -38 -39 41 43 -42 51 -44 -45 -46 -47 47 49 63 65 -52 54 66 -55 55 56 60 59 -60 -61 62 -63 -64 -65 -66 77 -68 -69 69 -71 -72 74 78 -75 76 -77 -78 -79 -80
leaf_value=0.0093597777032951458 0.0022807938521514446 0.0019615302685572662 -0.0031791354973123827 0.00053519583489674259 -0.0028276290789761341 0.00049687233974303284 0.010972014188320559 0.0012126081719020291 -0.0058350698167705653 -0.00076320369162042288 -0.0072726963445636852 0.0012423221838005699 0.0032046145937367106 -0.0031992699748405276 -0.00074654100962085628 -0.003178500749923859 -0.0039793172853788824 0.01254193519878005 0.0024184717315652031 0.0065339615359074101 0.002213992915954169 0.00027916263357844872 -0.00058599664297040715 0.0071918590483746559 0.010276276145174214 -0.0056537413990759193 0.0034731553220654671 0.0011176710984830529 -0.0061007273005211091 0.0012312602825415337 0.011460327590211502 0.0015014070646449595 -0.00078782143177953234 -0.00085749839236649817 -0.0039116176087374971 2.3973176023213677e-05 -0.0056519377918092407 0.0014821521147634768 -0.0018219209747504551 -0.0055889014249382741 0.0087901846020653745 -0.0016974604243495742 -0.006117978378168425 0.00084910349154219804 -0.00052176390642643615 0.0053660638350137187 0.0039645325999181063 0.0022728278567002605 -0.0019194853965285683 -0.0013466017447734482 -0.0015116674931729013 -0.0030343105952658272 0.0015823251983962843 0.0078203213748326596 0.0028872178212386132 -0.0074060842051450939 0.001657769973749263 -0.0029307560029344106 -0.0027723941713081652 0.0012006261336068196 -0.0008104975029126838 -0.0033812264921621537 0.0017563454675767907 -0.0061415535805537814 0.0028372698478231133 0.0010758209987146246 -0.003170356052677686 0.0016869785733705819 -0.00043243133210400222 0.002404202093520178 -0.0035942103381546827 -2.5130608823020093e-05 -0.0012484539340177373 -0.0041847449085941875 0.00017558168259894041 0.0014730329290330395 -0.0024902895017338859 -0.0009845316987586979 0.00089338158607205531
leaf_weight=15.999999999999998 16.000000000000004 19 11.999999999999998 10.999999999999998 15.999999999999998 11.000000000000002 11.000000000000002 9.9999999999999982 10.999999999999998 17 12.999999999999998 22 10.000000000000002 18 372 18 14.000000000000002 15.999999999999998 11.999999999999998 19 18.000000000000004 172 10.000000000000002 14.999999999999998 9.9999999999999982 15.999999999999998 17 12.999999999999998 52 50 18 160 46 279 30 9885 18 17 14.000000000000002 15.000000000000002 14.999999999999998 13.999999999999998 15.999999999999998 18 11.999999999999998 10.999999999999998 15.999999999999998 9.9999999999999982 10.000000000000002 16.000000000000004 10.999999999999998 13.999999999999998 15.999999999999998 18 15.999999999999998 11.999999999999998 10.999999999999998 15.999999999999998 32 15.999999999999998 104 30 28 12.999999999999998 9.9999999999999982 12.000000000000002 9.9999999999999982 10.999999999999998 110 12.999999999999998 12.999999999999998 168 9.9999999999999982 10.999999999999998 10.000000000000002 26 9.9999999999999982 9.9999999999999982 10.000000000000002
leaf_count=16 16 19 12 11 16 11 11 10 11 17 13 22 10 18 372 18 14 16 12 19 18 172 10 15 10 16 17 13 52 50 18 160 46 279 30 9885 18 17 14 15 15 14 16 18 12 11 16 10 10 16 11 14 16 18 16 12 11 16 32 16 104 30 28 13 10 12 10 11 110 13 13 168 10 11 10 26 10 10 10
internal_value=0 2.45191e-05 0.00157834 0.003482 0.00194017 1.54311e-06 0.00453653 0.00653708 -0.00210419 -0.00134071 1.46813e-05 -8.68803e-06 -0.0030109 -0.000886971 2.7756e-06 0.00182683 0.00325617 0.00615854 -0.00104221 0.000726232 0.00125978 0.000760584 0.000228332 0.000861571 0.00529629 -0.000698843 -0.00179923 -0.000711256 -1.11263e-05 2.29099e-05 0.00403944 -0.000664621 -0.00363315 3.38931e-06 -0.00239838 -4.02699e-06 -0.0039084 -0.000624658 -0.000322277 0.000914675 0.00372206 -0.000465054 -0.00262685 -0.00172453 -0.00341569 0.00303308 -0.000209397 0.000293921 -0.0029169 -0.000740696 0.000736632 -0.000338681 0.000256047 0.00371566 -0.000559343 -0.00107276 -0.00133555 -0.00279564 -0.00414444 -0.000885868 -0.000684324 -0.0020235 -0.000258802 -0.00443055 -3.03258e-05 -0.00138201 -0.000442037 -0.000273588 -0.000247079 -0.000470201 -0.000787406 -0.000154597 -0.00140006 -0.00258897 4.76953e-05 0.000180807 -0.00120127 0.000137592 -0.000184234
internal_weight=0 11583 168 81 65 11415 32 21 70 59 11345 10985 41 28 10944 82 64 38 26 360 262 234 215 187 28 98 76 60 10862 10325 68 537 98 439 43 10257 28 33 845 87 42 758 41 45 27 22 87 75 40 59 27 717 194 32 523 265 249 76 44 32 173 41 132 23 258 49 162 25 152 136 123 248 34 27 214 194 20 22 20
internal_count=12428 11583 168 81 65 11415 32 21 70 59 11345 10985 41 28 10944 82 64 38 26 360 262 234 215 187 28 98 76 60 10862 10325 68 537 98 439 43 10257 28 33 845 87 42 758 41 45 27 22 87 75 40 59 27 717 194 32 523 265 249 76 44 32 173 41 132 23 258 49 162 25 152 136 123 248 34 27 214 194 20 22 20
is_linear=0
shrinkage=0.193739


Tree=74
num_leaves=125
num_cat=0
split_feature=1 1 8 2 1 7 5 3 7 7 3 1 2 2 2 4 8 8 7 2 4 7 7 1 8 4 7 7 8 6 1 7 7 7 2 6 2 2 1 5 5 1 5 1 3 7 5 1 7 4 6 7 7 6 8 5 4 4 5 4 2 8 6 1 4 7 4 2 7 1 5 1 1 6 1 7 2 1 5 5 8 8 5 4 8 2 6 6 3 7 8 1 1 2 2 1 3 1 5 7 1 4 3 3 8 6 8 2 2 2 1 5 8 8 8 8 8 2 1 4 7 5 8 2
split_gain=0.00211645 0.0242049 0.0412114 0.0213972 0.012485 0.0110177 0.0133311 0.0124063 0.00820558 0.00751775 0.00857722 0.00584356 0.0186135 0.0919086 0.0184584 0.038072 0.0184044 0.027947 0.0177386 0.0113549 0.0073911 0.00600838 0.0198518 0.0257849 0.0221639 0.0274984 0.0162177 0.00949007 0.0290876 0.00891549 0.00790541 0.0223066 0.0572427 0.030625 0.0226818 0.0195243 0.0289256 0.0280871 0.0158948 0.073005 0.0802188 0.00855823 0.0398534 0.00896081 0.00729981 0.00620424 0.0076988 0.00614122 0.00579797 0.0366339 0.0466536 0.0362411 0.0358476 0.0734743 0.0866474 0.0717192 0.0257057 0.0305589 0.0270763 0.0254644 0.0247034 0.0235534 0.0206331 0.0265848 0.0216873 0.0206203 0.0205867 0.019477 0.0470314 0.0799989 0.0855889 0.0354619 0.0179195 0.0171463 0.0323067 0.0338345 0.0426401 0.0174864 0.0269672 0.0226744 0.0163961 0.0308283 0.0344885 0.0241155 0.0162551 0.0160724 0.0324161 0.0267999 0.0153012 0.0149003 0.0147202 0.0157214 0.0129122 0.0342692 0.0322376 0.0197973 0.0174566 0.0121529 0.0119066 0.0118985 0.0109771 0.00994065 0.0095026 0.00887076 0.00882761 0.00850228 0.00783187 0.00715404 0.00628254 0.0199653 0.049613 0.0214509 0.0167504 0.0357344 0.00806952 0.0058345 0.00555922 0.00478529 0.00417744 0.0040513 0.00327056 0.00315879 0.00265024 0.0020279
threshold=18.104987599889778 18.333920187793428 0.36681850000000005 0.21615000000000004 17.695705384957723 3035.4496055333789 -2966.6859869568966 0.76195000000000013 1807.7640805036801 7903.5030550553402 0.63835000000000008 16.665151515151518 0.13465000000000002 0.10845 0.30560000000000004 0.28908094647023047 0.24823950000000003 0.29966900000000002 2836.5921250036995 0.030250000000000003 0.26590913609761696 2022.2661939935308 2221.8279106967011 9.5043859649122826 0.61304300000000012 0.18108091621475361 2274.9597784374268 2329.4036180218618 0.48201050000000006 0.10863854412548543 13.576759061833689 1035.3015581175771 1467.6792652182928 1604.5026779748528 0.024750000000000005 0.70457820277705019 0.31295000000000006 0.022050000000000004 13.279513888888891 -4972.7130398620529 -3396.0604425316315 11.744343891402716 -3468.46531476774 11.297600314712826 0.78625000000000012 2163.4423437890428 -2197.008210486541 11.297600314712826 1786.9881079824156 0.31277692488178904 0.33523430753384048 1273.4496358721242 1968.5338044602515 0.2458590534979424 0.36001100000000008 -3645.1887164550994 0.16915055141736923 0.13860884989279068 -1963.8118167709656 0.20762369506525205 0.062050000000000008 0.49798400000000004 0.27153246438535661 37.639610389610397 0.20411948727884557 1895.084169001929 0.36048869527532057 0.23105000000000003 1312.2246072731507 41.0714690867839 -7224.5721948774826 19.766761865905078 30.012195121951223 0.53271917962587345 31.794230769230776 1604.5026779748528 0.06925000000000002 25.478095238095239 -2468.1652327705456 -3084.2408597103163 0.5601305000000002 0.44115800000000005 -3346.2237133368353 0.26818614789045342 0.32923350000000007 0.25655000000000006 0.79610597476991773 0.62896172845406251 0.55085000000000017 1035.3015581175771 0.28425050000000007 28.348509485094855 18.967204301075274 0.30960000000000004 0.12945000000000004 19.15454545454546 0.81335000000000013 18.967204301075274 -2553.8154691414734 1586.8243669970877 24.163235294117651 0.20988064098439027 0.80895000000000017 0.36305000000000004 0.45037450000000007 0.94301948051948059 0.35448450000000004 0.043850000000000007 0.097250000000000017 0.14485000000000003 24.466880341880344 -4151.7752427121231 0.29209500000000005 0.29603950000000007 0.24542300000000003 0.37527700000000003 0.55344400000000016 0.015650000000000004 17.026580713528791 0.16915055141736923 9640.3803376453689 -7976.9483510770333 0.35448450000000004 0.23670000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 9 6 8 -7 -6 11 -11 21 13 16 15 18 -13 -18 -14 -19 -16 30 23 45 25 -25 44 28 -28 -29 38 35 34 -34 -33 37 -37 -32 41 -40 -41 43 -43 -1 119 46 -23 -26 49 50 56 59 53 65 84 66 57 58 -3 -52 62 89 63 -58 -64 90 100 73 71 70 -70 106 107 74 75 76 -51 78 79 -75 81 82 -53 -83 88 86 -73 -87 -55 -61 -50 -92 93 94 104 96 -94 -60 -90 105 -56 -62 -67 -80 -54 -79 -69 -59 112 110 -110 -111 114 -114 -97 117 -12 -76 -17 -24 -118 -20 -8 -120
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leaf_value=-4.6809503090498092e-05 0.012136218856301933 0.0080433547747501728 0.0050121613934979497 -0.0046310569189057568 -0.0034349481300170832 0.0037840612549369661 -0.0026630603175950935 -0.0032674706718930206 -0.0096475413787126731 0.0020189229816306464 -0.0073493389976538297 -0.0057496612068720955 0.0065707871519399656 0.017331748742924868 -0.00080743844902610455 -0.010686881651840422 0.010054361070678874 -0.0014537261947400147 0.00039354355163430008 0.0025509165300871745 0.0058668958905726074 -0.0022816568758847809 -0.00080057141126859831 -0.01047364705574374 -0.0039526824832841565 -0.00241263346904032 -0.011798411060932075 0.0016262847565676783 -0.0002056194484234249 -0.00038031045474095618 0.004607951019480281 -0.0016782012668723374 -0.0056223582698937324 0.0011181532371754201 0.0066227298277681118 0.0042152515785421635 -0.0025830639437752416 -0.004114161263463232 0.0089128019235579312 -0.021407179477929309 -0.0024667810946361786 0.0047878845483474205 -0.00054715746720168244 -0.0023541892758783389 0.007382047532271948 0.004333418599764733 0.0022146777332818666 0.0012766368776670764 0.0011563848027900574 -0.0015417398066718967 -0.0086657212651856542 -0.0012915631823358763 -0.0024184580838098849 0.0085577512832226751 -0.00097235488644619914 0.025113208715053816 0.0064727364493960731 -0.0046969558900594819 0.0049082464574935949 0.0041014042717070522 0.010232479979189767 0.0079181401319399335 -0.010348499510024206 -0.0036149033414314075 4.2734874625585635e-05 -0.0018135468553281216 0.013996928287011195 0.0040387339495069792 0.0038864390711510132 -0.0032795535145357965 0.026554029020796736 0.012627752283626571 7.2089506728486503e-05 -0.0027985578566275247 0.0017151038483569346 0.014379728736792875 0.0081675341808386068 0.00098137988640172578 -0.00075834344774516936 -0.010510302046823034 0.00082577505198630193 -0.018469234574612563 -0.0084488949007673515 -0.0058073542667904897 -0.0054658069818239608 -0.0062907516448786616 -0.0014320686372766669 0.00029323619960928374 -0.0033042064373706372 -0.0030471035433425986 -0.0028007476705147398 -0.01197186331192541 -0.0085432980741600457 -0.0051949688462724986 0.011536288570933277 -2.8832843395794336e-05 0.0013797849601708534 -0.0020441575423881062 0.0050459539098661223 -0.004467750861938592 0.0078695428730858729 0.0033436545993491156 0.0052338365688319698 0.0052344158075737883 0.003981020954161322 -0.0022270075274784568 0.012059761403038882 -0.011918502043645895 -0.0066647336478186095 0.0001818101320578429 -0.00059482608469011572 -0.0028817492863079455 0.0090483091579821838 0.0005494925941614562 -0.0012156982035805412 -0.0045982001305972919 -0.0043132281570976228 -0.0014754323407413943 -0.0034111772689605895 0.0041114524847063608 -0.00010349842597163175 -0.0043576181289443506 0.00096825140397151861 -0.0072949767940950015
leaf_weight=2536 15.999999999999998 12.999999999999998 17 15.999999999999998 19 19 13.000000000000002 17 14.999999999999998 11.999999999999998 10.999999999999998 13.999999999999998 14.999999999999998 12.999999999999998 10.000000000000002 9.9999999999999982 11.999999999999998 55 9.9999999999999982 50 14.999999999999998 33 12.000000000000002 32 11.999999999999998 32 9.9999999999999982 94 33 674 15.999999999999998 13.999999999999998 33 100 89 53 41 81 13.999999999999998 9.9999999999999982 39 75 171 64 12.999999999999998 11.999999999999998 24 24 11.999999999999998 39 10.999999999999998 52 12.999999999999998 10.999999999999998 10.000000000000005 11.999999999999998 29 10.000000000000002 9.9999999999999982 14.999999999999998 14.999999999999998 13.999999999999998 9.9999999999999982 13.999999999999998 25 12.000000000000002 10.999999999999998 10.000000000000002 13.999999999999998 14.999999999999998 11.000000000000002 10.000000000000002 10.999999999999998 106 26 9.9999999999999982 29 197 19 15.999999999999998 12.999999999999998 12.000000000000002 49 11.999999999999998 10.999999999999998 26 13.999999999999998 173 14.999999999999998 35 17.000000000000004 11.999999999999998 18.000000000000004 14.999999999999998 18 929 9.9999999999999982 76 10.000000000000002 19 9.9999999999999982 18 15.999999999999998 17 19 36 9.9999999999999982 14.999999999999998 55 2537 540 88 18 1619 279 13.999999999999998 13.000000000000002 51 12.000000000000002 11.999999999999998 13.999999999999998 10.000000000000002 15.999999999999998 12.999999999999998
leaf_count=2536 16 13 17 16 19 19 13 17 15 12 11 14 15 13 10 10 12 55 10 50 15 33 12 32 12 32 10 94 33 674 16 14 33 100 89 53 41 81 14 10 39 75 171 64 13 12 24 24 12 39 11 52 13 11 10 12 29 10 10 15 15 14 10 14 25 12 11 10 14 15 11 10 11 106 26 10 29 197 19 16 13 12 49 12 11 26 14 173 15 35 17 12 18 15 18 929 10 76 10 19 10 18 16 17 19 36 10 15 55 2537 540 88 18 1619 279 14 13 51 12 12 14 10 16 13
internal_value=0 6.38244e-05 0.00432165 0.000337672 -0.000100756 -0.00224489 -0.00377451 0.000455485 -0.00633259 -5.46534e-05 -0.0023988 -2.8721e-05 0.000902388 0.00228616 -0.00119666 -0.00280481 0.000698177 0.00150309 0.00170383 0.000458044 0.00325415 -7.99978e-05 -0.000492045 -0.00240424 -0.00437985 -0.00652168 -0.000109076 -0.000291607 -0.00306578 -0.000133292 4.57037e-05 0.000823335 0.00208013 -0.00057761 0.00549026 -0.000731726 0.0012532 -0.00264986 -6.86337e-05 -0.00309315 -0.00661039 -8.42299e-07 0.00108949 -0.000104304 0.00381429 0.000476109 -0.000384054 -0.000513869 3.60652e-05 -0.000332935 -0.00172954 -0.00382294 0.000113262 0.00297816 0.00660153 0.0128027 8.94799e-05 -0.001702 6.91743e-05 -0.000387301 0.00226494 0.00112381 0.000365557 0.00318241 -0.00308898 -0.00176918 0.00753191 0.000411632 0.00172649 0.00781468 0.0143679 0.000702249 -0.00646968 -0.000232511 0.00140552 0.00427866 0.00264519 -0.000909105 -0.00250149 -0.00387103 -0.00567731 -0.00635458 -0.00480255 -0.012525 0.000810295 -1.11515e-05 0.00464178 -0.000588442 0.00280417 -0.00087211 -0.00450232 -0.00681247 3.89175e-05 0.00273855 0.00516239 9.76656e-06 -0.00505866 -0.00119843 8.80519e-05 9.39873e-05 0.00357953 0.00664091 0.00224659 0.00212315 0.00138557 0.000479812 0.00835502 -0.00926217 3.38214e-05 -0.000151507 -0.001164 7.82719e-05 0.000243562 0.000647261 -0.000303567 -0.00107279 -0.00380659 -0.000391622 -0.0072516 0.00170813 -0.0021954 -0.00205727 -0.000686987 -0.00559231
internal_weight=0 7687 49 33 4741 99 63 36 34 4642 50 4592 239 144 95 70 131 117 35 105 25 4353 1017 169 100 64 848 811 43 768 3336 427 236 133 103 191 94 97 2909 63 49 2846 246 2600 37 69 57 36 7638 1321 459 213 6317 159 90 43 246 135 99 75 111 64 78 43 35 69 31 862 283 40 25 243 36 579 169 78 68 410 158 122 138 125 101 24 47 223 24 199 36 50 41 29 6158 65 50 6093 28 86 25 252 20 33 28 36 32 233 20 25 6065 3220 595 2625 2845 1637 1208 91 38 77 35 24 27 20 29 25
internal_count=12428 7687 49 33 4741 99 63 36 34 4642 50 4592 239 144 95 70 131 117 35 105 25 4353 1017 169 100 64 848 811 43 768 3336 427 236 133 103 191 94 97 2909 63 49 2846 246 2600 37 69 57 36 7638 1321 459 213 6317 159 90 43 246 135 99 75 111 64 78 43 35 69 31 862 283 40 25 243 36 579 169 78 68 410 158 122 138 125 101 24 47 223 24 199 36 50 41 29 6158 65 50 6093 28 86 25 252 20 33 28 36 32 233 20 25 6065 3220 595 2625 2845 1637 1208 91 38 77 35 24 27 20 29 25
is_linear=0
shrinkage=0.193739


Tree=75
num_leaves=103
num_cat=0
split_feature=3 3 7 6 4 6 2 6 6 3 8 7 7 8 6 0 2 3 4 8 8 0 0 8 8 6 6 7 7 1 7 7 4 8 8 2 0 3 1 0 1 1 8 4 0 0 2 2 0 8 8 4 6 3 6 0 0 2 0 6 4 6 0 0 8 2 4 6 4 6 2 3 6 7 4 4 0 1 1 8 1 7 1 6 6 3 0 8 8 0 0 0 3 8 4 6 6 3 6 1 4 0
split_gain=0.00265611 0.0198532 0.00667121 0.00651692 0.0148621 0.0117795 0.0274859 0.010873 0.00720243 0.00743989 0.00962694 0.00630362 0.013727 0.0147652 0.00616115 0.0243922 0.00811243 0.00594435 0.0115838 0.024262 0.0186664 0.00960912 0.0207777 0.015743 0.00564867 0.00985185 0.00457322 0.00429299 0.00764793 0.0230194 0.0123393 0.0043544 0.00389133 0.00378559 0.00359881 0.00345455 0.00750928 0.0175493 0.0214327 0.0114038 0.0170191 0.01139 0.00898194 0.0100941 0.00752115 0.00939247 0.00604223 0.00584925 0.00810236 0.0203853 0.0223943 0.0165721 0.014634 0.0238279 0.0228144 0.0118906 0.00800046 0.0069198 0.0109066 0.0172552 0.00653737 0.00652607 0.0166997 0.0285397 0.0139187 0.0171441 0.0115285 0.00870657 0.0226559 0.0111547 0.0107314 0.0103155 0.0103304 0.00619375 0.00579869 0.0054814 0.00496414 0.00469223 0.00788831 0.0074772 0.0124268 0.00600514 0.00476314 0.00558971 0.00398841 0.00870288 0.00334504 0.00303928 0.00294226 0.00281403 0.0108717 0.00779725 0.00503749 0.00367463 0.00337246 0.00280577 0.00224976 0.00223326 0.00215191 0.0021291 0.00151566 0.00109723
threshold=0.90925000000000022 0.90655000000000008 7701.8149540464638 0.10181258745252579 0.017634786533360626 0.11169206010142844 0.18035000000000004 0.12334067547723937 0.096371163044136357 0.92475000000000007 0.51366250000000013 21270.704081756929 11901.15478194125 0.5601305000000002 0.090054805251005871 3.0805405405405408 0.25945000000000001 0.95080000000000009 0.025337797073632252 0.46855150000000007 0.57392750000000003 6.0419871794871804 4.8543229372285834 0.36001100000000008 0.82831100000000013 0.066246462567532818 0.13806588528192096 13763.957869978911 2558.4002311276213 15.482544019429268 2904.1284851391865 20233.898404280026 0.027087471391627121 0.75010450000000006 0.67059000000000013 0.0023500000000000001 2.4766273481869816 0.88355000000000006 60.083040562120736 2.903993855606759 10.95916666666667 6.416344086021506 0.5967355000000002 0.062128177878245504 3.6083333333333338 3.8651247401247404 0.0019500000000000001 0.0063500000000000006 2.2063353327620683 0.43370750000000008 0.41144900000000001 0.41565518240155375 0.3277444909504425 0.44745000000000007 0.30833067386370455 1.4020029266508141 0.735442055837224 0.0067500000000000017 2.8581488933601613 0.21569426466593161 0.084034933182585966 0.096371163044136357 7.2447582370560557 5.1371473354231982 0.30183200000000004 0.067950000000000024 0.075714433173769344 0.11725855971652761 0.066471673800748379 0.11512586961199169 0.081650000000000014 0.90035000000000009 0.12334067547723937 8687.587824109949 0.19244047095892894 0.38568596710773967 3.0216279069767444 8.3454907161803735 9.8134664948453629 0.71443900000000016 13.826914848095852 2836.5921250036995 1.7347907630992851 0.96059801592846183 0.41310134432934403 0.71145000000000014 6.2747549019607858 0.6501570000000001 0.62927750000000005 1.4597488433575678 1.6248543123543124 1.0806504065040652 0.063400000000000026 0.38380150000000007 0.11316953340552419 0.087120008999351531 0.015562101167315176 0.87890000000000013 0.13806588528192096 4.7950736927114894 0.041927034443100655 2.903993855606759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=0 6.8363e-05 0.0019166 0.00642493 0.00102691 0.00243648 0.00623063 0.000977431 0.000866697 -0.00307846 -0.000355888 -9.17634e-05 -0.00189781 -0.00399599 -0.00795641 -0.00376122 0.000402222 -0.00212724 -0.00610093 1.96832e-05 -0.00287481 0.00108576 0.00304633 0.00467305 -3.64608e-05 0.000354337 0.00646554 0.000248215 -1.71554e-05 -0.00504133 0.00260126 -0.00102574 -0.00487452 0.00463319 0.00214687 -0.00808941 0.000164834 0.0022316 -8.76337e-05 -7.58905e-05 0.00632109 0.000135777 -0.00425885 0.0121913 -3.66522e-05 -0.00951411 -0.000220179 -0.000565325 -0.00126793 -0.00146267 -0.000500378 0.0032278 -0.00143837 0.00511665 -0.00238791 -0.00342703 -0.00105094 0.000107475 0.00133703 0.00315304 0.00484769 -0.000649352 -0.000373977 -0.0057512 -0.000211469 0.000934098 -0.000942656 0.000931348 -0.00226592 0.0023304 0.00125406 0.000134423 -0.000637184 -0.00187312 -0.00115641 0.000263717 0.000380134 0.00136661 0.00387671 0.00726157 0.000137964 0.00115886 -0.00460431 4.30787e-05 -0.000192252 0.00297688 0.00107864 0.000321714 -0.00335817 3.30919e-06 0.000658012 0.000226105 -0.00546386 3.89981e-05 0.000409682 0.000166871 0.00263917 0.00384675 0.00103762 0.00759153 0.00978601 -0.00175475 -0.00458797 -4.59259e-05 0.000273068 -0.000283519 -0.00312361 0.00304325 -0.00548941 -0.00727085 0.00403474 0.00509771 0.0115531 0.00212926 -0.00020226 -0.00083394 -0.000118139 -0.00244416 0.000110347 0.00294752 1.41078e-05 0.000358875 -0.0021202 0.000506884 0.0031437 0.000295534 -0.00655366 -5.85175e-05 0.000115976 -0.000220768 -0.00332861 0.00049739 0.000580734 -7.03848e-05 -0.00167858 0.00427714 -0.00645992 -0.00103934 0.00347871 -0.00381521 -0.00461367 -5.54157e-05
internal_weight=0 7551 193 31 162 143 39 104 27 35 21 4873 144 75 46 29 69 38 23 7358 48 29 69 45 4729 1512 25 1487 1337 46 150 54 39 96 73 33 1291 134 86 1157 48 1102 55 23 63 27 3217 1630 797 774 380 76 304 23 394 221 173 833 234 122 93 112 599 26 588 229 359 86 29 29 27 1587 383 167 149 91 1204 306 100 59 206 170 36 898 832 66 52 216 58 803 204 183 29 7310 1362 1229 133 104 60 44 34 44 47 5948 2539 3409 94 26 68 56 101 88 27 61 3315 1097 760 337 2218 72 2146 1182 66 1116 82 1034 35 47 2438 1295 59 1143 1122 1236 29 21 21 41 31 21 22 24
internal_count=12424 7551 193 31 162 143 39 104 27 35 21 4873 144 75 46 29 69 38 23 7358 48 29 69 45 4729 1512 25 1487 1337 46 150 54 39 96 73 33 1291 134 86 1157 48 1102 55 23 63 27 3217 1630 797 774 380 76 304 23 394 221 173 833 234 122 93 112 599 26 588 229 359 86 29 29 27 1587 383 167 149 91 1204 306 100 59 206 170 36 898 832 66 52 216 58 803 204 183 29 7310 1362 1229 133 104 60 44 34 44 47 5948 2539 3409 94 26 68 56 101 88 27 61 3315 1097 760 337 2218 72 2146 1182 66 1116 82 1034 35 47 2438 1295 59 1143 1122 1236 29 21 21 41 31 21 22 24
is_linear=0
shrinkage=0.193739


Tree=77
num_leaves=52
num_cat=0
split_feature=6 6 3 8 7 3 3 4 4 7 3 5 7 4 8 1 3 2 6 2 2 4 6 1 4 4 7 7 4 3 3 5 5 8 7 2 4 8 8 2 3 5 6 2 5 3 1 5 2 4 6
split_gain=0.00193671 0.00959542 0.0102709 0.0323261 0.00629461 0.00484565 0.0206186 0.0256522 0.00976937 0.00564674 0.013015 0.00587718 0.0047081 0.00455898 0.00500711 0.00422405 0.00405739 0.00561615 0.00837386 0.00644977 0.00380694 0.00344562 0.00343737 0.0253969 0.0109466 0.019506 0.0103119 0.00732637 0.00713749 0.00674047 0.00470904 0.0125797 0.0177029 0.0109259 0.00930482 0.00851833 0.00606741 0.00585447 0.00824958 0.00483967 0.00365768 0.0254865 0.00470166 0.00322562 0.00365448 0.00276624 0.0029983 0.00268108 0.00263873 0.00124866 0.000874535
threshold=0.047571237330273485 0.041265079183902501 0.94275000000000009 0.5078910000000002 2932.3908923085319 0.93525000000000003 0.95080000000000009 0.030273596105552903 0.039530874054959884 2458.081396306326 0.98265000000000013 -929.33356859845719 8163.7701215958123 0.0099444401279774625 0.95336100000000012 60.958754208754215 0.96895000000000009 0.012250000000000002 0.033245209948805921 0.00015000000000000004 0.016250000000000004 0.025337797073632252 0.055339217066435652 26.483314794215797 0.057018611949016564 0.023612328920421536 10669.022652930449 2740.1101324158899 0.016110665914659039 0.96050000000000013 0.92475000000000007 -2197.008210486541 -3558.4963851491452 0.49798400000000004 4277.4680166466715 0.0049500000000000004 0.034463283188508283 0.37924350000000001 0.4725700000000001 0.25945000000000001 0.92070000000000007 -3509.5869894301354 0.074640563843236418 0.027150000000000004 -2703.4121057777761 0.8488500000000001 338.66256157635473 -1556.7333191733694 0.0090500000000000025 0.066471673800748379 0.028490259740259743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 15 -4 -5 8 7 -7 -1 10 -8 16 -6 -2 22 -3 43 19 -19 -18 -17 -16 23 27 25 -25 -27 -15 29 -24 36 32 39 -34 35 -33 37 -30 -39 -32 42 -42 -38 44 -11 -10 -47 -31 -26 -48 -12
right_child=13 2 3 4 12 6 9 -9 45 11 50 -13 -14 14 21 20 17 18 -20 -21 -22 -23 28 24 48 26 -28 -29 30 47 31 34 33 -35 -36 -37 40 38 -40 -41 41 -43 -44 -45 -46 46 49 -49 -50 -51 -52
leaf_value=-0.005380468185066602 0.0030353202189992031 0.0035910790355994063 -0.01089338952544767 -0.004055440728381746 0.0029810992400340639 0.012919122830225697 0.0078404185779518583 -9.2996107015552306e-05 -0.0020406762082514872 -0.0037863014075697719 -0.0013527133942481378 -0.0046196642982508414 -0.0019607659818604026 -0.0061226042570334867 -0.0053911691775803466 -0.0028605929684232629 -0.00059077225134026462 -0.004187716439182948 0.0018646757862319618 0.0024940084447698141 0.0013379917152494638 -0.00036784013890625339 0.0055590171282557535 -4.5619792453031125e-05 0.0018068701710248335 0.0044924443786765076 0.013030815914637608 -0.00011421975588126781 0.0048796007713587976 0.0022748085438136006 -0.0002936439684592271 0.0033225931929890609 -0.011391243303744974 -0.0029488108870751812 0.0062021618801208515 -0.00094689314253208951 -0.0013063388429748681 -0.0038858403280346678 0.0012671693839888662 -0.0031496987703240977 0.0091253217208242237 -0.0025122295605333111 9.9054487772532462e-06 0.0011663031721191046 -0.00037239481837757606 0.0027628064200266658 0.00090093158966146679 -0.0018742701062071801 -0.0021247783155260705 -0.0015917687055536252 0.00087254223483206874
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leaf_count=16 18 10 16 14 16 10 10 12 19 25 12 11 12 16 10 16 45 20 14 57 15 10 16 15 15 12 11 14 14 12 89 23 10 14 10 66 102 12 134 29 11 17 11281 13 22 16 13 10 10 16 13
internal_value=0 -0.00039227 -0.0020649 -0.00370646 -0.000818057 9.27216e-05 0.000493244 0.00606426 -0.00122089 -3.12838e-05 0.00221647 -0.000418321 0.000867435 1.9882e-05 1.51447e-05 0.000283432 -0.000164936 0.000421029 -0.00170977 0.00113898 -0.000846218 -0.00298892 2.03727e-05 0.00118864 0.00338564 0.00542322 0.00887303 -0.00339356 1.11254e-05 0.00263486 2.50907e-06 -0.000843691 -0.00200796 -0.00671733 0.00082894 0.000175963 2.01901e-05 0.00120201 0.000825003 -0.00101183 3.5371e-06 0.00218452 -1.97877e-06 -0.00148136 -0.00222088 -0.000128084 0.0007007 0.000389227 0.00021727 -0.000480058 -0.000204258
internal_weight=0 443 99 58 42 344 264 22 80 242 35 207 28 11981 11963 41 196 136 34 102 31 20 11943 93 63 38 23 30 11850 38 11812 241 142 24 99 89 11571 160 146 118 11411 28 11383 60 47 64 45 22 25 29 25
internal_count=12424 443 99 58 42 344 264 22 80 242 35 207 28 11981 11963 41 196 136 34 102 31 20 11943 93 63 38 23 30 11850 38 11812 241 142 24 99 89 11571 160 146 118 11411 28 11383 60 47 64 45 22 25 29 25
is_linear=0
shrinkage=0.193739


Tree=78
num_leaves=105
num_cat=0
split_feature=8 8 6 1 1 2 7 8 6 6 6 5 2 4 6 4 7 1 5 5 1 8 8 5 4 5 8 3 4 2 5 7 2 3 4 8 4 6 4 8 5 2 5 8 6 7 5 4 4 1 1 5 8 4 7 3 4 2 5 3 1 4 4 5 7 1 8 6 5 8 2 5 6 2 1 7 1 7 6 4 5 1 8 5 3 3 8 1 7 5 5 5 8 7 5 2 2 7 7 1 4 1 8 5
split_gain=0.00212388 0.011262 0.0320977 0.0181056 0.0368759 0.0179255 0.0143894 0.010474 0.0259961 0.0433755 0.018401 0.0163105 0.0176028 0.0147402 0.0143207 0.0105522 0.0102988 0.00911236 0.00569138 0.0265765 0.0226159 0.0120482 0.0112953 0.0109714 0.0202242 0.0135464 0.0307008 0.0104995 0.0217444 0.0148904 0.00943703 0.0182487 0.0417112 0.0151775 0.018687 0.0178139 0.00904759 0.00867987 0.00785035 0.00704165 0.00700396 0.023833 0.0496411 0.0453282 0.040825 0.0299379 0.0183833 0.0137819 0.0301218 0.0176475 0.0200201 0.0174972 0.0185922 0.0133271 0.0135139 0.0130216 0.0129107 0.0120353 0.0163807 0.0340271 0.0269456 0.0145189 0.0186205 0.0175429 0.0104724 0.00838741 0.00695587 0.00632826 0.00613295 0.00570648 0.00567687 0.00761474 0.00789051 0.00760494 0.0172031 0.0275224 0.0177885 0.00632741 0.0122025 0.0103802 0.00637675 0.00506876 0.00496605 0.0190903 0.014659 0.0132648 0.00988427 0.0258996 0.0213324 0.00640225 0.00478093 0.0460088 0.0339146 0.0312504 0.0132965 0.0183843 0.00906877 0.00419899 0.00404484 0.00402702 0.00393179 0.00628927 0.00386868 0.00345187
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=0 6.44699e-05 0.00175155 0.00255107 0.00531409 -0.0005371 0.00073155 -0.000102291 -0.00171753 -0.00477696 -0.00219997 0.000466147 0.00200423 -0.00412406 -0.00432126 0.00430204 0.00237601 0.00969876 -4.80356e-05 -0.000375469 -0.00708759 -0.000266492 -0.00185132 -5.42674e-05 0.00184865 -0.000236463 -0.00438285 -0.00133927 -0.00209107 -0.00485074 0.000102208 0.0012297 0.00542374 0.000586355 -0.00365233 0.00118869 0.00178719 0.000919264 0.000353318 -0.00012322 -3.32834e-06 -0.000705607 -0.00279066 -0.0104746 0.000256201 -0.0010602 8.45672e-05 0.000134116 -0.000379617 -0.00354734 -0.00648624 -4.08838e-05 0.004428 0.000933103 0.00466923 0.000454669 -0.000194967 0.000576039 0.00130503 0.00312281 0.000629262 7.00106e-05 -0.000335181 0.00192647 -0.00131062 -0.00712151 0.00139255 0.00222286 -0.000188582 0.00186728 3.29049e-05 -0.00144937 -0.00415189 5.13444e-05 0.00215795 -0.000802673 0.00555832 -0.000340954 0.000454536 -0.00189235 0.0037337 0.00598449 3.37403e-05 -0.00191461 -0.00401177 -0.00694083 4.62649e-05 0.00282374 0.000379903 0.00321106 2.86577e-05 0.000219251 6.91895e-05 0.00407534 -9.61896e-05 -0.00178358 -3.12763e-05 0.00350274 -0.00319161 -0.00237953 0.00421988 0.00289955 -0.00115452 0.000791462
internal_weight=0 7938 145 135 53 23 82 4486 145 60 49 85 64 21 37 42 58 30 4341 1365 21 1344 158 1186 103 1083 28 145 120 56 2976 254 33 221 27 194 176 93 64 1055 2722 445 140 25 305 115 102 2277 1053 101 43 952 31 280 31 249 921 1224 501 135 366 723 594 129 58 25 164 25 1038 74 7793 95 27 7698 63 34 29 68 58 34 24 32 7635 48 37 23 7587 47 37 27 7540 2984 2873 111 4556 168 4388 21 24 22 38 28 20 21
internal_count=12424 7938 145 135 53 23 82 4486 145 60 49 85 64 21 37 42 58 30 4341 1365 21 1344 158 1186 103 1083 28 145 120 56 2976 254 33 221 27 194 176 93 64 1055 2722 445 140 25 305 115 102 2277 1053 101 43 952 31 280 31 249 921 1224 501 135 366 723 594 129 58 25 164 25 1038 74 7793 95 27 7698 63 34 29 68 58 34 24 32 7635 48 37 23 7587 47 37 27 7540 2984 2873 111 4556 168 4388 21 24 22 38 28 20 21
is_linear=0
shrinkage=0.193739


Tree=79
num_leaves=132
num_cat=0
split_feature=1 1 1 3 8 8 4 3 1 4 3 4 3 1 6 2 4 8 8 2 6 8 8 1 2 8 5 6 2 6 6 8 3 4 4 2 8 6 6 5 6 3 4 3 6 9 2 2 2 1 5 2 2 8 5 4 4 1 8 6 4 8 2 8 2 5 1 2 1 6 3 8 5 4 2 8 2 2 2 1 6 4 4 4 3 1 8 2 5 3 5 1 2 2 8 8 8 8 8 6 5 3 1 2 1 1 5 1 5 5 9 5 6 5 2 8 3 6 3 5 2 8 1 2 4 2 3 8 5 2 4
split_gain=0.00225062 0.00470226 0.00922425 0.0300075 0.0203971 0.012029 0.0110598 0.007599 0.00697404 0.0275007 0.0058464 0.00565485 0.0051406 0.005006 0.00705521 0.00652167 0.00678046 0.0143131 0.00471801 0.00781151 0.00768696 0.00490253 0.016349 0.0107255 0.0147413 0.0106661 0.00590897 0.00457402 0.00419141 0.00647139 0.0143434 0.0159687 0.00874762 0.0147355 0.0146698 0.00953903 0.00927283 0.00870616 0.0151275 0.0144519 0.0116517 0.0158954 0.0081164 0.0148179 0.00765012 0.00751393 0.00538287 0.00407379 0.0145573 0.00788642 0.0231883 0.00936611 0.0103444 0.0117389 0.0122654 0.0214278 0.0227246 0.0123419 0.0230117 0.0118769 0.00854556 0.00826021 0.00957911 0.00809259 0.0133821 0.00782606 0.00681751 0.00689568 0.00604762 0.00567611 0.00534932 0.00581182 0.00665944 0.00840075 0.00527085 0.00870752 0.00606721 0.00493803 0.00483075 0.00436964 0.010953 0.00517015 0.0130595 0.0114938 0.011373 0.00966162 0.00835901 0.00833112 0.0104022 0.00429241 0.004198 0.00387225 0.00373574 0.00992288 0.0141595 0.0206228 0.00923278 0.02489 0.0204609 0.0150253 0.00978516 0.00798643 0.00782735 0.00519106 0.00889101 0.0156288 0.0198899 0.0124479 0.00758806 0.0058497 0.0221708 0.00603644 0.0246641 0.0060976 0.00372964 0.00478335 0.00374523 0.00353563 0.00347281 0.00344788 0.00338595 0.00336408 0.00321394 0.00557162 0.00291859 0.00277704 0.00255808 0.00181218 0.00144104 0.000629747 0.000278834
threshold=5.7000000000000011 7.5767579313342033 8.0056179775280913 0.64985000000000015 0.53886950000000011 0.35587900000000006 0.081833130464542908 0.37575000000000003 7.4599358974358987 0.42722237012483122 0.75465000000000015 0.21286904577934457 0.67385000000000017 7.1506493506493518 0.89686630666012124 0.21920000000000003 0.26199639908297939 0.54962600000000006 0.32295850000000009 0.24900000000000003 0.55895550537343686 0.43016350000000009 0.44115800000000005 6.416344086021506 0.19395000000000004 0.40790100000000001 -1360.7355943091186 0.41310134432934403 0.0015500000000000004 0.25085237444260006 0.29218080834242455 0.28425050000000007 0.61115000000000008 0.34352807424383858 0.29655099968870874 0.00035000000000000005 0.43370750000000008 0.19621996425002672 0.18012794064624527 -1332.8814709377807 0.20466493410838119 0.69345000000000001 0.044112848515131371 0.90655000000000008 0.30621355516831589 0.97916666666666685 0.00075000000000000012 0.19395000000000004 0.21325000000000002 5.3657262277951938 -3428.9503330206862 0.030250000000000003 0.033350000000000012 0.57718350000000018 -663.40432249845776 0.84942430755001663 0.89237268006236092 4.4418168168168179 0.38588550000000005 0.91720222793487582 0.61706326682645607 0.71443900000000016 0.10845 0.47051650000000006 0.059050000000000012 -970.10192051149033 5.3657262277951938 0.38355000000000006 2.6628025760604044 0.21310759538979171 0.96895000000000009 0.92530050000000008 -35.887474608941822 0.82854059151686998 0.01145 0.55344400000000016 0.0049500000000000004 0.045650000000000003 0.099000000000000019 5.037345839847144 0.82264313025104407 0.82854059151686998 0.6533511457093607 0.93540176388841423 0.13815000000000002 3.5290822590546349 0.39142150000000003 0.37430000000000002 -451.23557546471972 0.0058500000000000002 -1617.1561458476967 3.3876752304587359 0.0063500000000000006 0.0045500000000000011 0.31358400000000003 0.36514550000000007 0.29966900000000002 0.26217350000000006 0.46855150000000007 0.42403528656817208 -7328.6274705025862 0.74715000000000009 32.88483844241923 0.0084500000000000009 14.012143067412424 38.641839080459782 -2494.7526744879956 60.083040562120736 -1639.6592248071934 -663.40432249845776 0.93750000000000011 -1276.1982849326046 0.41073611596227738 -2703.4121057777761 0.0056500000000000014 0.22752350000000002 0.66555000000000009 0.22148745526519339 0.22445000000000001 -2724.7375189071813 0.50755000000000006 0.34896800000000006 2.8255578093306295 0.22845000000000001 0.08054401739085483 0.26515000000000005 0.83835000000000004 0.95336100000000012 -1526.1541734730934 0.085750000000000007 0.89237268006236092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=47 8 3 4 5 -3 -5 -7 13 10 12 -9 -10 18 15 16 17 -15 19 20 -2 23 -23 24 -20 119 27 -24 29 37 31 -31 33 36 44 -35 -32 38 42 40 -39 -42 43 -4 -34 -40 -44 49 91 51 -51 70 90 54 57 59 -57 65 -59 -56 68 62 -62 -52 69 -54 79 -68 77 -65 71 72 74 -74 76 -76 -1 -55 -70 81 -81 82 122 89 86 -86 -85 88 -84 -83 -53 -49 93 96 114 -96 97 101 99 -98 -100 -30 -97 104 108 106 -106 -107 -94 111 118 113 -113 -105 115 -95 -116 -110 -111 -25 -89 -18 125 -124 -28 -50 -19 -73 -8 -22 -63
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leaf_count=205 11 17 19 12 14 10 18 12 11 11 15 12 12 13 16 18 11 20 16 12 11 19 101 15 14 20 31 120 44 15 29 19 10 97 11 11 13 11 11 10 18 33 217 172 31 15 21 13 21 12 18 10 119 16 18 15 24 19 34 12 17 10 13 10 13 11 16 15 64 10 13 13 17 16 50 49 53 73 33 16 14 11 10 13 13 13 35 25 13 11 10 12 14 25 10 44 52 17 10 24 104 50 13 7310 32 23 28 48 11 10 13 209 86 1352 11 10 11 11 14 15 10 11 13 72 41 35 10 11 11 16 10
internal_value=0 3.20116e-05 1.96265e-06 -0.00178942 -0.00435799 -0.0024767 0.00228808 -0.000332963 0.000563773 0.00275838 0.000217629 0.00154262 -0.00170516 0.000361268 -0.000879206 -0.000145119 -0.00105297 0.000372347 0.000640186 0.00239778 0.00374052 0.000411632 0.00075844 -0.000935099 -0.0037816 0.000805023 0.000393324 -0.000104953 2.04462e-05 -0.000416337 -0.00125764 -0.0048921 -0.00062923 -0.00137857 0.0015206 -0.00017177 -0.00442131 -3.82661e-05 -0.000352426 0.00192933 0.000780052 -0.000481654 -7.33732e-05 -0.00101182 -0.000207298 -0.00481889 0.000680599 -0.000230423 0.000308063 -0.000436079 -0.00252057 -0.000293617 -0.000855209 -0.000673726 -0.00159118 -0.00377753 -0.000745242 -0.00075412 -0.00322241 -0.00759926 0.00030796 0.00253548 0.00452748 -0.00431931 -0.00241976 0.000265553 -1.38925e-05 0.00269426 -0.000299019 -0.00548245 0.000374849 0.000498994 0.000315484 -0.0022854 0.000560417 0.00175611 9.76442e-05 -0.00144596 0.000756499 -0.000278116 -0.00247436 -4.87559e-05 0.000514395 -0.0012108 -3.8759e-05 -0.00324562 0.00172269 0.00294067 0.0057418 -0.00501516 -0.00508958 0.00475281 5.52435e-05 0.000616218 0.00206877 0.00396119 1.39739e-05 0.00141204 -0.000805252 -0.00325071 0.000836189 0.000153122 0.00245243 2.91677e-05 -0.00103853 -0.001778 -0.00405814 0.000172309 0.00163267 4.90822e-05 0.00245446 3.89304e-05 -0.000821721 6.83137e-05 -0.000179367 0.00105672 -0.00211439 0.00382416 -0.00106938 0.00308346 0.00101382 -0.00375524 -0.000494457 0.000257251 0.00190732 -0.00162317 -0.00195768 0.00337596 0.00430155 0.00545719 -0.000510932
internal_weight=0 11045 10455 106 65 51 41 34 590 49 38 24 23 541 99 83 65 43 442 50 38 392 312 80 30 50 293 221 10349 763 236 34 202 150 52 108 42 527 455 72 62 51 429 191 41 26 238 1379 381 998 63 935 508 488 252 69 39 183 53 30 236 50 30 51 33 130 356 31 186 20 427 414 390 33 357 99 258 89 97 325 30 295 199 96 74 26 48 58 23 22 20 25 9586 425 124 67 301 111 190 76 114 94 57 9161 167 131 60 71 36 8994 37 8957 295 8662 57 35 22 22 24 30 35 22 141 85 72 56 30 24 29 27 20
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is_linear=0
shrinkage=0.193739


Tree=80
num_leaves=78
num_cat=0
split_feature=6 6 4 4 3 3 4 5 2 4 2 1 1 7 5 4 2 4 5 4 5 4 4 3 6 4 3 7 5 4 2 3 4 7 3 1 3 5 2 2 2 5 6 1 6 4 2 4 4 1 2 4 2 5 4 4 6 1 7 2 2 6 5 7 4 1 5 3 2 1 3 2 4 3 7 2 6
split_gain=0.00186552 0.0101751 0.00978484 0.0121904 0.00816981 0.0177762 0.0116704 0.0113461 0.0166454 0.0156426 0.0120319 0.0112721 0.0109463 0.0149718 0.0206454 0.0144823 0.0116867 0.0110123 0.00859274 0.00837732 0.00726864 0.00459671 0.00535738 0.0112564 0.0327475 0.0393318 0.0268173 0.0105889 0.00785058 0.00610917 0.0212642 0.00587985 0.0095142 0.00715773 0.00422758 0.0196338 0.00910419 0.00802741 0.00591873 0.00598604 0.00991525 0.00861496 0.00402589 0.0100523 0.00934282 0.0106719 0.00865 0.00780983 0.0140486 0.0117303 0.00905484 0.00987783 0.0076048 0.00613291 0.00402086 0.0115741 0.00790119 0.00710162 0.0083365 0.00872087 0.00455155 0.00384582 0.00382424 0.0035081 0.00576192 0.0034795 0.00344083 0.00342385 0.00318502 0.00308591 0.00272677 0.00268506 0.0021271 0.00325647 0.00257412 0.002803 0.00182164
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_count=12423 8097 48 34 4326 146 42 21 104 70 53 34 21 42 32 23 8049 7652 209 397 163 234 168 52 31 21 116 132 76 51 31 56 197 115 103 54 49 82 66 55 56 20 41 25 7443 247 150 111 39 97 100 60 38 37 4180 7196 319 128 53 191 41 150 75 6877 849 220 6028 58 629 5970 4167 1962 1460 502 120 382 25 1292 76 1216 59 357 66 291 168 78 29 90 28 2205 2190 782 425 358 67 357 77 280 92 80 62 30 46 1157 49 1408 507 33 901 859 42 474 60 67 54 25 22 40 41 31 22 39 21 24 40 21 20 28
is_linear=0
shrinkage=0.193739


Tree=82
num_leaves=115
num_cat=0
split_feature=7 7 3 0 9 5 5 7 0 6 7 4 3 3 0 8 7 4 4 0 0 4 4 0 4 3 3 8 8 3 3 0 4 7 0 6 5 3 6 0 7 0 4 4 6 6 0 6 3 6 6 3 7 7 6 5 7 0 5 0 4 3 8 5 3 4 7 3 3 7 5 5 8 0 4 7 6 8 3 8 0 4 4 7 5 5 7 5 5 8 6 3 5 6 0 3 5 8 8 7 7 0 7 3 4 6 4 3 3 4 0 0 6 5
split_gain=0.0013969 0.0125671 0.0220444 0.0337256 0.0277058 0.0233528 0.0581269 0.0368331 0.0307234 0.0178144 0.0171403 0.0314266 0.0356719 0.0111194 0.0120292 0.00981767 0.00857012 0.0156194 0.0340657 0.0385819 0.0277354 0.0274404 0.0189245 0.0195217 0.0181341 0.0101978 0.00953453 0.00909894 0.00839095 0.00811695 0.0133523 0.00711319 0.00685075 0.0064676 0.011249 0.0149466 0.0115116 0.0206629 0.0093495 0.0100243 0.00798493 0.0128356 0.0323198 0.0174566 0.00687146 0.0405938 0.0119074 0.0101381 0.00548972 0.00525021 0.0143985 0.0111654 0.0169744 0.0108015 0.00990853 0.00914412 0.00437899 0.0254119 0.0524399 0.0401183 0.0276791 0.0644386 0.0238978 0.015834 0.0166872 0.0158793 0.0113366 0.0225377 0.0343084 0.0132595 0.0112826 0.0151906 0.010529 0.0126559 0.0121655 0.00973176 0.0227166 0.0188291 0.027434 0.0232989 0.00869653 0.00772421 0.0179389 0.00760459 0.00730067 0.0200939 0.00929597 0.0170651 0.0116249 0.00637965 0.00578715 0.00542135 0.00378752 0.0253152 0.00833768 0.00782514 0.01617 0.00753719 0.0050756 0.00490617 0.0195386 0.0262709 0.0196995 0.0183503 0.0394751 0.0298901 0.0035146 0.0028356 0.010865 0.00296057 0.00237104 0.00204926 0.00126431 0.00285951
threshold=868.09724921930217 753.71974603581418 0.49920000000000003 6.1297335203366066 0.89583333333333337 -4005.7825145661836 -4462.7139214507106 819.61471481115325 8.4509048902579913 0.55209329577533595 819.61471481115325 0.58970821755215708 0.28605000000000008 0.50895000000000012 2.4766273481869816 0.45037450000000007 977.76934810965133 0.36499129043090828 0.28671518056969875 9.2090846994535536 6.0419871794871804 0.42722237012483122 0.20988064098439027 3.6539671020803097 0.23919669735304952 0.35795000000000005 0.42290000000000005 0.45225150000000008 0.43370750000000008 0.57285000000000008 0.6715500000000002 10.007812500000002 0.25483884446369359 708.67279587260066 3.9090117002738363 0.54802269861286268 -2724.7375189071813 0.45745000000000008 0.70457820277705019 15.035285743339438 682.58591715093905 12.459582790091266 0.44325300622028346 0.24973147222029635 0.3162745180867092 0.26019650458810262 2.0931712962962967 0.34756320027436349 0.46595000000000009 0.62527248691410164 0.60879681353397275 0.36975000000000002 486.34639218156474 589.19443140643045 0.60043296587724726 -2395.919566910412 1072.0910748908466 9.4299719887955202 -4507.4366088445277 8.0790598290598314 0.38568596710773967 0.32380000000000003 0.30869900000000006 -6558.0771942356478 0.5908000000000001 0.20220103095047839 1153.333993324218 0.52255000000000007 0.58265000000000011 1094.5513883892029 -3228.941485040617 -4301.7744190915901 0.45037450000000007 6.9417229729729737 0.15255643399794189 1198.0923848393807 0.656288456703083 0.41144900000000001 0.5908000000000001 0.28885250000000007 3.3816307403936272 0.27544131794796528 0.36048869527532057 995.69037449475775 -10398.266972535866 -6740.9245450309618 1112.5657305845521 -4194.6882595477518 -3862.3090363831993 0.49356150000000004 0.52138980972707871 0.6291500000000001 -1900.973197986589 0.31361523414525766 5.2034482758620699 0.69815000000000016 -1332.8814709377807 0.30379300000000004 0.49356150000000004 1491.1973212468813 1604.5026779748528 5.2702429149797583 1630.7413606027023 0.62675000000000014 0.23682037663338332 0.41544194284882585 0.6533511457093607 0.92475000000000007 0.81945000000000012 0.0099444401279774625 1.8284272497897396 4.8977506732140039 0.5969286998555724 -889.5839568061798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 33 5 13 -5 6 10 8 -7 -9 11 -3 -13 -4 110 -6 17 18 22 20 -20 28 23 112 111 31 -27 -25 -19 -16 -31 -23 -26 40 35 -35 37 38 -36 -40 44 42 43 -42 45 107 -47 -46 -28 50 54 53 -53 -51 -49 -52 57 59 60 63 -59 -62 -60 -18 70 83 67 84 81 -70 71 -65 73 -71 -74 76 77 79 89 -68 -80 -69 -83 -66 -58 -86 88 -88 -87 -79 -72 -67 99 95 98 96 -94 -97 -95 103 101 -101 -102 105 -105 -77 -12 108 -1 -109 -15 -24 113 -2
right_child=16 2 3 4 15 7 -8 9 -10 -11 106 12 -14 14 29 -17 56 21 19 -21 -22 25 24 27 32 26 48 -29 -30 30 -32 -33 -34 34 36 -37 -38 -39 39 -41 41 -43 -44 -45 47 46 -48 49 -50 51 55 52 -54 -55 -56 -57 66 58 62 -61 61 -63 -64 64 65 91 75 68 69 72 90 -73 74 -75 -76 92 -78 78 80 -81 -82 82 -84 -85 85 86 87 -89 -90 -91 -92 -93 93 94 -96 97 -98 -99 -100 100 102 -103 -104 104 -106 -107 -108 109 -110 -111 -112 -113 -114 -115
leaf_value=-0.00094736581136712207 0.0027573473918820813 0.0029281990738528846 0.0068090416425759838 0.00027237658785691284 0.015298818918747424 0.0069953725436857845 0.011663768094881627 -0.001563776433109051 -0.006269905560215905 -0.011923497925750225 0.00067851158386311868 -0.0010946993619473861 -0.01598543262728876 0.0013331782783259172 0.0019971365560074025 0.0065429993903495295 -0.0053761134408647944 0.0089717859840181633 -0.0057661054190401304 0.00072495726374667026 -0.018422955988019483 0.0051822601453386206 0.0039835838880262209 -0.0024160621137061266 -0.0042993433322641309 -0.007395123050073801 0.0015104884522742766 -0.010338571923197778 0.001643433271151953 -0.0089394588717436416 6.0271255599915473e-05 -0.00097440960657494552 0.0018335748007054515 -0.0021097484542729888 -0.0065299229052204616 0.007028315002769645 -0.0069401534893475322 0.0058770376142009808 0.0034409881511994565 -0.004257346019484385 0.004484064502200979 -0.0028503916990611487 0.013225484231083693 -0.0055056313391571906 0.0051185127868856083 -0.0039142772914301221 -0.013638020673761313 0.00056617677819588896 -0.0041045727052978574 -6.763304521137968e-06 -0.00042585728025790052 -8.1306853308212119e-05 -0.0036461540814974949 0.0029554795518625791 -0.0046155200598596248 0.0061444139004730074 0.0046382998891047874 -0.0048290308418741778 -0.003096683923540284 0.012077770458579102 -0.0023634714861862334 0.017766377878273808 -0.01365662387004388 0.0065383370001133858 0.0053886408859944897 -0.0075827039565592664 0.0018145922518635401 -0.011813202868166874 -0.006586490203055074 0.0076327270088539208 0.0043580948999616415 -0.0015236347990128366 0.0003866442381239702 -0.00090244593062000021 -0.0069493331413928144 -0.0046412214077759285 -0.0057048710926205295 -0.0080048809317724307 0.0012450096415114722 0.012430642580818996 0.0075414590438473697 -0.00062163335398850161 -0.011097834076448985 0.00038074176164145556 -0.0064559731184026178 -0.0039738373639080504 0.010372546744155825 -0.00044124638786820919 0.0038858637381239789 -0.0011096890834920985 0.010431596687990605 -0.001474026755471252 0.0032105109124076249 0.00032725708900039057 -0.0080854384321764339 0.0011076031900068106 -0.0044309459197487515 -0.00051646895369916832 -0.0053124341593887587 0.00093060637269619167 0.0043946886767046271 -0.0034997883340526581 1.7227800560488692e-05 0.0012145001339705147 0.010735350632163011 0.00053074373182832328 0.0055877574185369009 0.0018057055122414113 0.0064903526426417181 -0.0022557852185076648 0.0050877785918893208 0.0083867910473482271 -0.0015519991214224627 -0.0013635021533519726
leaf_weight=17.000000000000004 12.999999999999998 18 9.9999999999999982 10.999999999999998 14.000000000000002 16.000000000000004 17 10.000000000000002 9.9999999999999982 17 10.000000000000002 14.000000000000002 9.9999999999999982 14.000000000000002 10.999999999999998 9.9999999999999982 11.999999999999998 15.000000000000002 17.000000000000004 15.999999999999998 10.999999999999998 11.000000000000002 10.000000000000002 10.000000000000002 12.000000000000002 12.999999999999998 14.000000000000002 12.999999999999998 9.9999999999999982 11.000000000000002 12.999999999999998 17 13.999999999999998 15.000000000000002 18 10.999999999999998 18 10.999999999999998 11.000000000000002 12.999999999999998 16.000000000000004 11.999999999999998 9.9999999999999982 9.9999999999999982 13.999999999999998 10.000000000000002 9.9999999999999982 218 10.999999999999998 1392 10.999999999999998 135 79 47 13.999999999999998 27 15.999999999999998 10.999999999999998 19 12.999999999999998 13.000000000000002 9.9999999999999982 13.999999999999998 13.999999999999998 13.999999999999998 10.000000000000002 17.000000000000004 12.999999999999998 11.999999999999998 12.000000000000002 16.000000000000004 21 30 12.999999999999998 10.999999999999998 47 11.999999999999998 10.000000000000002 18 13.999999999999998 14.999999999999998 13.000000000000002 10.999999999999998 50 12.999999999999998 14.999999999999998 10.000000000000002 10.999999999999998 12.000000000000002 9.9999999999999982 10.999999999999998 11.999999999999998 56 12.000000000000002 18 122 11.999999999999998 849 10.999999999999998 80 38 133 7392 128 18 342 11.999999999999998 11.000000000000002 11.999999999999998 14.999999999999998 11.999999999999998 10.999999999999998 10.999999999999998 11.000000000000002
leaf_count=17 13 18 10 11 14 16 17 10 10 17 10 14 10 14 11 10 12 15 17 16 11 11 10 10 12 13 14 13 10 11 13 17 14 15 18 11 18 11 11 13 16 12 10 10 14 10 10 218 11 1392 11 135 79 47 14 27 16 11 19 13 13 10 14 14 14 10 17 13 12 12 16 21 30 13 11 47 12 10 18 14 15 13 11 50 13 15 10 11 12 10 11 12 56 12 18 122 12 849 11 80 38 133 7392 128 18 342 12 11 12 15 12 11 11 11
internal_value=0 0.000129213 0.00145671 0.00353326 0.00838437 -0.000196999 0.00186618 -0.00333128 0.00185888 -0.00824006 -0.000846727 -0.00312336 -0.00761076 0.00107594 6.10719e-05 0.0119752 -3.5396e-05 -0.00117726 -0.00239402 -0.00686777 -0.0111074 0.000818479 -0.000482031 -0.00280637 0.00238525 -0.00126165 -0.00330057 -0.00708857 0.00618055 -0.00226363 -0.00421793 0.00152005 -0.00104026 -1.89712e-05 -0.00155845 0.00184953 -0.00281306 -0.00133009 -0.00329131 -0.000731689 5.40876e-05 0.00250307 0.00431046 0.000592809 -5.29596e-06 -0.00181499 -0.00910953 6.54852e-05 -0.00101013 2.66114e-05 0.000817391 -0.000102882 -0.00140587 9.15554e-05 0.000238889 0.00427252 -7.2993e-06 0.000808673 -0.00237635 0.00204738 0.0029367 0.0066878 -0.00779113 0.00117709 0.00173415 -1.88055e-05 -2.78793e-05 -0.00149845 -0.00320756 -0.000876877 0.00413534 0.00177423 0.000226816 0.00330266 -0.00167564 2.42945e-06 0.00193502 0.0030694 0.00082035 0.00679865 0.00421641 -0.00799989 -0.00562382 0.00152856 0.00106076 7.50897e-05 0.0019198 0.00489741 -0.000469446 -0.00473042 0.00705862 -0.00441726 -1.77736e-05 -0.000358629 -0.00503399 -0.000170451 0.00182662 -0.000311679 -0.00245675 2.72705e-05 -1.24571e-05 -0.00183849 4.00806e-05 0.000594002 0.00243974 -0.00010228 0.00345715 0.000928946 0.00222074 -0.000534852 0.00316499 0.00651041 0.000101936 0.000885317
internal_weight=0 2397 240 106 35 134 81 53 26 27 64 42 24 71 61 24 10026 240 149 44 28 91 105 58 47 66 38 23 25 35 24 28 26 2157 97 26 71 53 42 24 2060 48 36 26 2012 75 20 1937 25 1923 270 1653 214 1439 232 38 9786 240 67 173 34 23 33 160 148 86 9546 192 115 78 62 35 66 25 41 9354 96 84 53 31 33 37 24 64 77 61 48 21 27 20 27 22 9258 1080 41 1039 68 971 23 8178 7643 213 7430 535 146 389 22 55 29 26 26 21 35 24
internal_count=12423 2397 240 106 35 134 81 53 26 27 64 42 24 71 61 24 10026 240 149 44 28 91 105 58 47 66 38 23 25 35 24 28 26 2157 97 26 71 53 42 24 2060 48 36 26 2012 75 20 1937 25 1923 270 1653 214 1439 232 38 9786 240 67 173 34 23 33 160 148 86 9546 192 115 78 62 35 66 25 41 9354 96 84 53 31 33 37 24 64 77 61 48 21 27 20 27 22 9258 1080 41 1039 68 971 23 8178 7643 213 7430 535 146 389 22 55 29 26 26 21 35 24
is_linear=0
shrinkage=0.193739


Tree=83
num_leaves=106
num_cat=0
split_feature=1 1 2 2 1 7 3 5 2 5 0 5 5 0 2 5 1 1 5 2 2 6 5 5 0 3 0 5 0 0 1 1 5 2 0 7 3 0 7 1 0 5 3 2 2 3 2 5 0 0 7 2 0 2 0 5 0 0 0 0 0 5 0 3 6 5 7 6 3 5 0 0 7 3 6 1 3 2 6 2 3 0 1 0 1 5 6 1 7 6 5 6 3 7 2 1 3 3 5 2 1 5 7 7 3
split_gain=0.00164897 0.0168287 0.00894458 0.0162597 0.00789594 0.00731269 0.00877297 0.00810089 0.00647874 0.0070965 0.00530574 0.00422114 0.0196308 0.0274863 0.0315927 0.0187698 0.0285982 0.023509 0.0126305 0.0124086 0.0119018 0.0114444 0.0104136 0.0128784 0.0301138 0.0358795 0.0162224 0.0304341 0.0127293 0.010466 0.0101354 0.0165598 0.00747353 0.0257257 0.0174024 0.0147561 0.0275367 0.020847 0.00682629 0.00724731 0.0141412 0.00949361 0.00635387 0.0172276 0.00910973 0.0067333 0.00507504 0.0063092 0.0168904 0.00482943 0.00462942 0.00431576 0.00418949 0.00407248 0.00853424 0.0120876 0.00779385 0.0118432 0.00781501 0.00901599 0.00968929 0.0070851 0.011475 0.00688438 0.0155771 0.00657884 0.00818301 0.0100755 0.00652005 0.0087121 0.0055562 0.0217755 0.0483862 0.0258259 0.0196589 0.0172537 0.0191166 0.0152591 0.0109112 0.00900212 0.00718698 0.00685534 0.0255641 0.0169584 0.00585108 0.00554506 0.00898056 0.00547715 0.00502649 0.00438687 0.0043253 0.00416581 0.00732674 0.00416445 0.00397696 0.00396602 0.00395794 0.00365316 0.00352542 0.00304622 0.00283273 0.0026759 0.00216467 0.00108345 0.000811094
threshold=18.104987599889778 18.333920187793428 0.21615000000000004 0.06925000000000002 17.695705384957723 3035.4496055333789 0.67385000000000017 -2966.6859869568966 0.10845 -5047.8398357082851 8.7756813417190802 -4780.7991826166444 -4905.0451639256544 7.4188596491228083 0.16260000000000002 -4507.4366088445277 10.747370908661233 15.675670840787122 -4396.1812891877116 0.052050000000000006 0.044950000000000011 0.54157104472893958 -4972.7130398620529 -5401.6075217505459 5.1371473354231982 0.27310000000000006 11.577935222672066 -7123.5120481799204 3.6539671020803097 10.233031674208146 15.868115942028988 12.742463393626187 -3913.1102126431983 0.066750000000000018 4.31945945945946 1331.5496210220169 0.42745000000000005 4.4483218916857377 4652.1990366576474 15.284648187633264 6.6950483091787456 -3084.2408597103163 0.53745000000000009 0.027150000000000004 0.019950000000000006 0.66955000000000009 0.26865000000000006 -4732.0953125478145 4.2225396825396837 5.2702429149797583 2520.2138473819969 0.045650000000000003 4.6556309362279515 1.0000000180025095e-35 1.5062194749694753 -1195.4969336919519 1.8284272497897396 1.357662227858804 4.2650060024009617 3.9868131868131873 3.6083333333333338 -1306.1894487521286 6.7817460317460325 0.88355000000000006 0.17479360676309361 -1223.8218607475239 842.43046860987818 0.2458590534979424 0.93525000000000003 -1039.7699978026467 5.0182058920887131 5.2034482758620699 3035.4496055333789 0.79225000000000012 0.047571237330273485 41.0714690867839 0.88095000000000001 0.14875000000000002 0.037484753263595107 0.029250000000000005 0.95515000000000005 5.6017241379310354 33.378398007885458 5.6824808500123556 99.033333333333346 -3228.941485040617 0.033245209948805921 33.680440771349872 632.52422429045862 0.75214188621352884 -929.33356859845719 0.84932052050925355 0.41475000000000001 2520.2138473819969 0.089550000000000018 8.0056179775280913 0.45435000000000003 0.89405000000000012 -2093.2303906135917 0.007150000000000001 28.348509485094855 -2008.6560943655302 2805.1172811708307 2301.5563447573763 0.6291500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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Tree=84
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shrinkage=0.193739


Tree=85
num_leaves=86
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split_feature=2 2 1 0 1 0 5 5 5 5 2 4 6 1 6 6 2 5 4 4 2 2 0 1 6 4 6 6 2 0 0 6 6 2 5 7 2 1 2 7 5 4 0 2 5 2 2 0 0 0 2 5 0 0 2 4 5 1 1 7 2 5 2 4 6 0 4 7 2 1 4 6 9 2 7 4 2 5 7 4 2 6 7 7 7
split_gain=0.00190267 0.0187926 0.0127248 0.0148579 0.0143357 0.0126184 0.0109972 0.0109974 0.00959366 0.0117055 0.0236585 0.00932391 0.011884 0.00897077 0.0078392 0.0288476 0.0173873 0.013483 0.0129869 0.0105473 0.0108891 0.00959183 0.0261694 0.0507473 0.0236001 0.038618 0.0254192 0.0198952 0.0127736 0.0345666 0.0182867 0.0170753 0.0138444 0.00814324 0.00801587 0.0246197 0.0215713 0.0150882 0.0205629 0.0110289 0.00729142 0.00605435 0.00561546 0.00516168 0.0174269 0.0074317 0.0132048 0.0143173 0.0188048 0.0108636 0.00628916 0.015121 0.0326146 0.0366045 0.0216064 0.0188836 0.0289577 0.0181461 0.0175019 0.0108417 0.0099007 0.00610382 0.00549549 0.0227886 0.0331625 0.0320449 0.0300458 0.022798 0.0147673 0.0137945 0.00836135 0.020486 0.0306073 0.0110702 0.0169711 0.0109008 0.00964567 0.00484634 0.00234396 0.00222574 0.00185356 0.00180412 0.00166351 0.00159597 0.000600836
threshold=0.34605000000000008 0.33335000000000009 26.133399209486168 22.828431372549023 20.239869281045753 8.334577114427864 -1004.5678912804213 -580.11796373038703 -1617.1561458476967 -1900.973197986589 0.43440000000000006 0.092255110889348527 0.40583484953503152 10.95916666666667 0.33799371719725707 0.29507102365996196 0.57355000000000012 -34941.864107573536 0.15090079960887207 0.19244047095892894 0.67955000000000021 0.37865000000000004 16.567765567765573 34.838703596287708 0.47172909687720516 0.21510731414636516 0.52443717010773472 0.46326142728920833 0.43440000000000006 15.918859649122808 24.357680250783702 0.34756320027436349 0.43954616413916153 0.49505000000000005 -8098.5393240176882 8540.7904527696792 0.50270000000000004 35.509259259259267 0.44665000000000005 10239.190552287686 -1332.8814709377807 0.082910028098034147 7.0864413364413368 0.3281 -6377.6652293509114 0.32090000000000002 0.32415000000000005 6.4721362229102182 25.148510971786838 11.045577242524919 0.27235000000000004 -23399.751153815912 30.355715871254166 22.155645161290327 0.28665000000000007 0.10435003524149648 -12763.405791768731 6.416344086021506 16.035098522167491 7814.1073287153058 0.31295000000000006 -47466.758809974192 0.21615000000000004 0.17538218992332602 0.49295665617797207 6.2747549019607858 0.12986674176860505 4397.5950815010683 0.22320000000000001 44.33549783549784 0.16746444307065381 0.31056141297128442 0.68750000000000011 0.11685000000000001 3073.7060923588292 0.15810263641704062 0.14485000000000003 -59456.319748718313 9421.6056271171819 0.36856036781658441 0.47970000000000007 0.79610597476991773 2932.3908923085319 7344.6225681016122 8.5793902386016203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 43 4 11 5 13 8 -8 9 14 -11 -4 -13 -3 15 34 17 -17 -19 -18 -21 22 24 -24 25 -16 -26 -25 29 32 -31 -30 -23 -33 35 36 -2 41 -39 -37 -10 -36 80 45 79 50 47 -47 -49 82 62 52 53 59 57 60 -57 81 -59 -52 -56 77 70 66 65 -65 69 -68 -66 -64 73 72 -72 75 -75 -1 -73 -54 -5 -45 -42 -53 -48 -63 -9
right_child=6 2 3 78 -6 -7 7 84 40 10 -12 12 -14 -15 21 16 19 18 -20 20 -22 28 23 27 26 -27 -28 -29 31 30 -32 33 -34 -35 37 39 -38 38 -40 -41 42 -43 -44 44 -46 46 49 48 -50 -51 51 54 61 -55 55 56 -58 58 -60 -61 -62 83 63 64 68 -67 67 -69 -70 -71 71 76 -74 74 -76 -77 -78 -79 -80 -81 -82 -83 -84 -85 -86
leaf_value=2.7093549680935585e-05 -0.0001005424045940428 -0.0019757174483040524 -0.0012762973148495414 -0.0018927084395967491 0.0063263504334676226 -0.0066508011589301976 0.0073612967547000948 -0.00054477234143149788 -0.005382547976880289 0.010682303978537862 -0.0010440512795581592 -0.011012994817871232 -0.0036839078391060105 0.0051090355410828977 0.0015381656952795167 0.00056479442940942596 0.0046611742429863642 -0.0030826420775614907 -0.0095849602633687695 -0.006323088217128384 0.0017137238291239183 0.0040947356562510244 0.01361661865077147 0.005824780024712181 0.0088796140991274086 -0.012128447797698302 -0.0001424181346816506 -0.0004930257871901372 0.0068400775011964367 -0.0098699640459748196 -0.002668811606242594 0.0013091963060306588 -0.00017364541582959048 -1.353226256538674e-05 0.0011167102115424924 0.0048180143218432211 -0.010215477413494965 0.0010936351528137067 0.0088588467699074087 -9.8584420426133499e-05 -0.00070615249161407414 -0.0026140944891212274 -0.0042241049751708471 0.00060303526053077645 0.0067545531554070032 0.0013692119646213151 0.0048819643295976677 -0.010010885990607902 -1.7860816108538203e-05 -0.0028791712076735748 0.0057541297453475972 -0.0011575746853295602 0.00015180434965231219 0.013857784431259599 0.0049912198906192093 -0.0046960268753821529 -0.00017397800986303862 0.0065914447975273819 0.0014646522545806416 -0.0017191944936733503 -0.00094314379942937547 0.00015519275664132215 -0.0018481169358582547 -0.012926475923775929 -0.0034117549790587134 -0.0027694915259337057 0.0078584822893265245 0.0010906875525812977 0.00015330717830207104 0.0013274803079330072 -0.00051775916333596022 -0.00014954202418585824 0.002106669699153197 0.00047633270558807071 -0.0014735422134506319 -0.0017767108048889738 0.00057504082409642399 0.0047631312259715898 0.0015115986173965573 -0.002966620509242541 0.0025458043280174474 -0.0048916354319148269 0.0016134884527269449 -0.002749895080718572 0.0015083811061151046
leaf_weight=3264 15.000000000000002 17.000000000000004 11.999999999999998 18.000000000000004 9.9999999999999982 11.999999999999998 14.999999999999998 10.000000000000002 19 11.000000000000002 13.999999999999998 18 17 9.9999999999999982 16.000000000000004 10.999999999999998 10.999999999999998 21 28 12.000000000000002 11.999999999999998 34 15.999999999999998 29 12.999999999999998 13.999999999999998 78 50 14.999999999999998 14.999999999999998 90 255 158 551 37 18 15.999999999999998 37 19 193 13.000000000000002 28 10.999999999999998 13.000000000000002 17 11.999999999999998 11.000000000000002 19.000000000000004 10.999999999999998 19 15.000000000000002 10.000000000000002 26 15.999999999999998 29 71 205 36 80 12.999999999999998 15.999999999999998 9.9999999999999982 105 11.999999999999998 49 145 34 41 351 99 264 3088 451 245 527 130 887 11.999999999999998 11.999999999999998 11.999999999999998 11.999999999999998 9.9999999999999982 13.999999999999998 23 9.9999999999999982
leaf_count=3264 15 17 12 18 10 12 15 10 19 11 14 18 17 10 16 11 11 21 28 12 12 34 16 29 13 14 78 50 15 15 90 255 158 551 37 18 16 37 19 193 13 28 11 13 17 12 11 19 11 19 15 10 26 16 29 71 205 36 80 13 16 10 105 12 49 145 34 41 351 99 264 3088 451 245 527 130 887 12 12 12 12 10 14 23 10
internal_value=0 -3.62699e-05 -0.00238068 -0.0039211 6.37493e-05 -0.0016357 0.000174024 0.00353815 0.00010966 0.000186418 0.0042846 -0.00604296 -0.007613 0.000718842 0.000127382 -0.00056355 -0.0035542 -0.0055348 -0.00689135 -0.000111671 -0.00237806 0.000364793 0.00154422 0.0039367 -0.000347514 -0.00498704 0.00121173 0.00186085 0.000135995 -0.000951219 -0.00376355 0.000529836 0.000595884 0.000405819 0.000225141 -0.000418792 -0.00544525 0.00150738 0.00381482 0.000337236 -0.00239288 -0.000502477 -0.000733313 -7.66578e-06 0.00211581 -1.64436e-05 -0.00180169 -0.00422557 -0.00644123 0.0005457 -1.34787e-06 0.000622455 0.00260005 0.00669386 0.000121184 -0.000746072 -0.00134734 0.00216066 0.00308954 0.00233235 0.00290133 1.72989e-05 -3.82111e-05 -0.000512787 -0.00122811 -0.00360663 0.000914727 0.00420868 -0.000289272 -0.000307837 6.63011e-06 0.000184038 0.00113815 -0.000193089 -0.000854879 -4.23943e-05 1.22266e-05 0.00167535 -0.000527111 -0.00114873 0.000884905 -0.00313953 0.0031571 -0.00188648 0.000500059
internal_weight=0 10518 126 77 49 39 1907 35 1872 1817 25 47 35 27 1792 458 95 60 49 35 24 1334 216 95 121 30 91 79 1118 297 105 821 192 806 363 242 31 121 56 211 55 65 36 10392 42 10350 86 42 30 44 10264 572 115 44 457 321 276 136 116 28 45 71 9692 836 557 157 279 75 400 204 8856 4690 715 4166 772 3394 3975 38 30 25 25 20 25 33 20
internal_count=12425 10518 126 77 49 39 1907 35 1872 1817 25 47 35 27 1792 458 95 60 49 35 24 1334 216 95 121 30 91 79 1118 297 105 821 192 806 363 242 31 121 56 211 55 65 36 10392 42 10350 86 42 30 44 10264 572 115 44 457 321 276 136 116 28 45 71 9692 836 557 157 279 75 400 204 8856 4690 715 4166 772 3394 3975 38 30 25 25 20 25 33 20
is_linear=0
shrinkage=0.193739


Tree=86
num_leaves=82
num_cat=0
split_feature=2 2 0 8 7 7 1 8 2 4 3 0 8 5 2 0 0 5 7 7 0 5 1 3 3 3 0 3 0 4 4 3 0 0 0 7 4 1 8 8 8 2 3 2 3 0 5 1 8 4 7 3 4 3 0 7 1 0 8 0 8 3 3 7 2 3 3 3 2 8 5 2 7 2 8 5 8 4 0 3 5
split_gain=0.00185131 0.00689124 0.00718105 0.00396704 0.00386862 0.0147289 0.0153781 0.0281517 0.00831275 0.0123151 0.0148887 0.0128588 0.016688 0.00778714 0.00878929 0.0090119 0.00770982 0.00647384 0.0060922 0.00516866 0.0173504 0.0130234 0.0187051 0.0158128 0.0123437 0.00594293 0.0137836 0.00498057 0.0132307 0.0101148 0.00894892 0.0115274 0.0202579 0.00801639 0.00849975 0.0104342 0.00862141 0.00674349 0.0104717 0.0115826 0.00879603 0.00577825 0.0056866 0.00485698 0.00566131 0.00450844 0.010608 0.00388405 0.00371793 0.00540982 0.00884787 0.00352599 0.00556373 0.00630078 0.00245384 0.00228872 0.0119687 0.00768622 0.00982436 0.00600013 0.00799854 0.00754827 0.00461964 0.00313891 0.00974375 0.0034209 0.00367554 0.00269528 0.00256317 0.012002 0.00963764 0.00844639 0.0187443 0.00405151 0.00251524 0.00147888 0.0013179 0.00110271 0.000976292 0.00083467 0.000479397
threshold=0.010250000000000002 0.010850000000000002 4.31945945945946 0.92530050000000008 3035.4496055333789 3230.3231902074008 32.88483844241923 0.47830050000000007 0.0063500000000000006 0.36499129043090828 0.48005000000000003 4.0985436893203895 0.43370750000000008 -1360.7355943091186 0.0090500000000000025 2.528116531165312 2.2063353327620683 -2370.3980642654087 1827.4061499801912 2428.1411132815692 10.731283422459894 -1716.0288096156339 20.546920821114373 0.96050000000000013 0.89405000000000012 0.94645000000000012 0.39139797462460718 0.88355000000000006 7.4188596491228083 0.069813125886685853 0.055594384490506826 0.91280000000000017 3.3816307403936272 6.5604707792207799 5.2702429149797583 4337.012047408427 0.074660983371944947 25.478095238095239 0.40117950000000008 0.45595700000000006 0.31358400000000003 0.0056500000000000014 0.92475000000000007 0.0056500000000000014 0.9175500000000002 5.1371473354231982 -2604.3679432015715 1.0806504065040652 0.92530050000000008 0.081833130464542908 2400.0304037481014 0.99225000000000019 0.0099444401279774625 0.9175500000000002 0.31281565656565663 44505.140218091336 158.62225274725279 31.10363247863248 0.39444450000000003 64.720982142857153 0.35073250000000006 0.86420000000000019 0.71935000000000004 35399.256575570624 0.04265 0.86715000000000009 0.92070000000000007 0.98645000000000016 0.01145 0.36514550000000007 -1306.1894487521286 0.012250000000000002 2364.1533324711181 0.013450000000000002 0.31516650000000007 -1689.6114581888294 0.43919300000000006 0.03615663516913098 2.4766273481869816 0.88355000000000006 -3161.371852426907
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 78 4 8 6 7 -6 19 11 16 13 18 17 15 -15 -11 -10 -13 25 21 22 80 24 -23 43 54 28 33 30 31 32 -29 34 36 -36 -7 -30 40 -40 -39 -35 -33 44 47 -18 -47 -1 55 50 -50 52 -5 -54 -27 63 -57 58 -58 61 62 -59 -61 67 -65 74 -67 68 69 -3 -71 72 -70 -73 -66 -19 -76 -63 -2 -9 -21
right_child=1 48 -4 51 5 27 -8 79 9 10 -12 12 -14 14 -16 -17 45 75 -20 20 -22 23 -24 -25 -26 26 -28 29 37 -31 -32 42 -34 41 35 -37 -38 38 39 -41 -42 -43 -44 -45 -46 46 -48 -49 49 -51 -52 -53 53 -55 -56 56 57 59 -60 60 -62 77 -64 64 65 66 -68 -69 71 70 -72 73 -74 -75 76 -77 -78 -79 -80 -81 -82
leaf_value=-0.0021532777472745299 0.0053022764330056876 -0.0056184157371267805 -0.00063453953061792226 0.0059927145790562427 0.013868994468587525 0.00016388147323024909 -0.0018050095935082523 0.000400808989464584 8.4415377131827717e-05 0.0025452417067954483 0.0055385381830367151 0.0004998390069658028 -0.011357333664888957 -0.00065986989220399536 -0.0044855478969426646 0.0055040627534610424 -0.0060468775260220696 -0.0065569569327796687 -0.0050577649279215384 -0.0010712176169632671 0.0045292685863866236 -0.0019726917881601309 -0.012040979690291565 -0.0071449165579394944 0.0030491759769674023 -0.0022672621909304554 0.0061633584733025099 0.00149502584117233 -0.004709097179177872 -0.0066256751355641399 0.0037608869061069804 0.0024863134636374062 -0.0083741189104439007 0.0015521879365316326 0.0025925166372714244 -0.0044631072992728209 0.0030299855883324494 -0.00040535330901915012 -0.0084955991786894898 -0.00086943127280227636 0.0025541779517362626 0.0081699054154531024 -0.0007016967068564561 0.0031049645716117636 -0.003743807753553448 -0.005020805555283254 0.003046437186356373 -1.4470377198679562e-05 0.0028049392560059111 -0.0049529883018659933 -0.0042097838201806525 -0.00096535450545540244 0.0032963377168839605 -0.0027850872530171726 0.0014343342793250947 0.0063887849854832165 0.0072440590726864408 -0.0067634868908943244 3.931267254074663e-05 -0.00096132864564669334 0.0044605760280690991 -0.0017613126601493398 0.0012822963117361068 0.0030516957663996123 0.00061754809053365467 -0.006106800744235156 -0.0011207007307145764 0.0029493664415400512 0.0064847671786357735 0.0030432126416513224 -0.0031329293405362867 -0.0012031841691751268 -0.00095000498652672181 2.5374549121498226e-05 -0.0036575556703431125 -0.0032568119371552671 -0.00096249636622609575 0.0010123761469719985 0.0026598190463393645 0.0028331691966581498 -0.0029738804657179424
leaf_weight=33 16.000000000000004 15.999999999999998 18 10.999999999999998 10.000000000000002 78 13.999999999999998 11.000000000000002 13.999999999999998 13.999999999999998 15.999999999999998 12.000000000000002 11.999999999999998 22 9.9999999999999982 13.999999999999998 9.9999999999999982 12.999999999999998 18 10.999999999999998 15.999999999999998 41 9.9999999999999982 11.999999999999998 32 15 18 13.000000000000002 12.999999999999998 9.9999999999999982 15.999999999999998 23 18 10.000000000000002 11.999999999999998 20 79 270 10.999999999999998 21 43 9.9999999999999982 179 15.999999999999998 15.999999999999998 11.999999999999995 11.000000000000005 561 15.000000000000002 12.999999999999998 10.999999999999998 14.999999999999998 15.000000000000002 9.9999999999999982 11 11.999999999999998 12.000000000000002 10.000000000000002 15.999999999999998 92 14.999999999999998 10.000000000000002 54 15.999999999999998 18 13.000000000000002 9.9999999999999982 10.999999999999998 23 22.999999999999996 15.000000000000002 101 27 9892 13.000000000000002 13.000000000000002 14.999999999999998 9.9999999999999982 11.999999999999998 9.9999999999999982 11.000000000000002
leaf_count=33 16 16 18 11 10 78 14 11 14 14 16 12 12 22 10 14 10 13 18 11 16 41 10 12 32 15 18 13 13 10 16 23 18 10 12 20 79 270 11 21 43 10 179 16 16 12 11 561 15 13 11 15 15 10 11 12 12 10 16 92 15 10 54 16 18 13 10 11 23 23 15 101 27 9892 13 13 15 10 12 10 11
internal_value=0 2.88894e-05 0.00237485 -0.000178147 -0.000224504 7.35721e-05 0.00345583 0.00581754 -0.000485548 -0.00163157 0.00058147 -0.00271769 -0.0054662 -0.00133787 0.000383965 0.00180388 -0.00116965 -0.0032871 -0.00287889 -0.000211621 -0.00131103 -0.00213472 -0.00541664 -0.000860681 0.000237735 7.9051e-06 0.00216385 -0.000113815 0.000207792 -0.000816367 -0.000562851 -0.000871463 -0.00430108 0.00142974 0.00102769 -0.0018185 0.00161401 -0.000507155 -0.000338427 -0.00363241 6.6289e-06 0.00504572 -0.000330433 -0.000146165 -0.000235346 -0.00276835 -0.00118946 -0.000135995 1.8397e-05 -0.0018508 -0.000199401 0.00149463 0.00251837 0.000852938 -0.00070505 2.55301e-05 0.000627512 0.000290003 0.00324109 -0.000154175 0.000318228 -0.00263258 -0.000129054 1.184e-05 -0.00115511 -0.00215411 -0.00404812 2.17427e-05 1.83228e-05 -0.0013032 0.00059109 2.55304e-05 0.00251762 1.28632e-05 -0.00115475 -0.00505155 -0.0022798 -0.000388646 0.00427384 0.00161981 -0.00209267
internal_weight=0 10509 46 1916 1865 871 45 31 994 191 63 128 42 86 46 36 47 40 30 803 133 117 32 85 73 670 44 826 567 259 249 233 31 209 189 32 157 358 345 32 313 20 202 626 610 33 23 594 10463 39 26 51 36 25 26 10424 231 219 28 191 161 30 146 10193 85 69 23 10108 10097 54 38 10043 50 9993 46 26 28 20 28 21 22
internal_count=12425 10509 46 1916 1865 871 45 31 994 191 63 128 42 86 46 36 47 40 30 803 133 117 32 85 73 670 44 826 567 259 249 233 31 209 189 32 157 358 345 32 313 20 202 626 610 33 23 594 10463 39 26 51 36 25 26 10424 231 219 28 191 161 30 146 10193 85 69 23 10108 10097 54 38 10043 50 9993 46 26 28 20 28 21 22
is_linear=0
shrinkage=0.193739


Tree=87
num_leaves=155
num_cat=0
split_feature=4 4 7 7 7 7 7 8 4 2 6 0 0 2 2 0 8 6 6 6 4 8 7 7 1 0 0 2 1 1 2 8 8 2 8 2 6 2 0 1 6 6 4 1 6 6 4 1 1 8 4 9 2 4 2 0 7 8 0 0 0 7 8 2 7 8 8 7 9 4 4 8 7 7 2 8 8 8 8 4 1 2 2 8 7 0 6 6 4 6 0 4 6 6 4 4 6 4 7 1 4 2 2 0 0 0 7 4 2 2 2 8 7 7 4 7 6 1 8 4 6 8 6 2 2 2 9 9 6 1 8 7 0 1 9 0 0 0 8 8 0 0 2 2 1 4 2 2 1 6 2 7 7 2
split_gain=0.00139753 0.0127405 0.0127282 0.0195482 0.0245081 0.0241607 0.0269537 0.0205631 0.0164517 0.0153931 0.0380776 0.0172169 0.0137352 0.0208705 0.0138006 0.0102834 0.00847626 0.00831967 0.0141864 0.0200821 0.0285713 0.0285365 0.016106 0.00863326 0.0221961 0.0243721 0.029444 0.021913 0.0251715 0.0281098 0.0205111 0.0263393 0.0451383 0.0250366 0.0215075 0.0188436 0.0302735 0.022298 0.0167905 0.0280287 0.0147907 0.018855 0.0178991 0.0141314 0.0140186 0.0301874 0.0219121 0.0141901 0.0137415 0.0123234 0.0289421 0.0272409 0.0266328 0.013411 0.0134876 0.0197971 0.0115012 0.00825172 0.00796133 0.00795282 0.0138018 0.0074698 0.00788958 0.0108116 0.00735609 0.00719787 0.00710368 0.00646941 0.00588695 0.0057815 0.0185629 0.0240264 0.0178364 0.0176597 0.0164567 0.0165585 0.0480581 0.0179855 0.0160989 0.0096783 0.045352 0.0253149 0.0260582 0.0207697 0.0173216 0.0179622 0.0175072 0.00752557 0.0185357 0.0160222 0.0258914 0.02037 0.0146777 0.0108308 0.00810738 0.00537131 0.00502212 0.00495492 0.0245028 0.0405386 0.00862315 0.0143948 0.0266332 0.0116932 0.00760936 0.00744649 0.00574409 0.0052325 0.0241686 0.02607 0.0220305 0.0182976 0.0170737 0.0200158 0.0117077 0.00691423 0.00658353 0.00487104 0.00569498 0.00480132 0.00473292 0.0257145 0.00969871 0.00466079 0.00448677 0.00750786 0.00443617 0.00404802 0.00372749 0.00317256 0.0031215 0.00294641 0.00289999 0.00281727 0.00279627 0.00273291 0.00247553 0.00247065 0.00245884 0.00244038 0.00242529 0.00418027 0.00365335 0.00258357 0.00337958 0.00226136 0.00217005 0.00214494 0.00210627 0.0020564 0.00131408 0.00116406 0.00111542 0.000797331
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left_child=1 61 8 5 58 9 -7 -8 -3 11 -11 64 14 15 132 -14 -13 23 19 20 21 -19 -21 27 30 26 40 49 29 137 34 32 35 -34 38 36 -32 -37 -25 -40 41 150 -43 148 47 -46 57 67 -41 50 -2 96 119 128 -55 -56 -54 -47 -5 60 -49 62 63 -1 -4 -36 -61 -27 -65 79 71 -71 74 -73 78 76 -76 -77 -72 87 81 84 -83 95 85 -81 -86 89 124 93 145 -92 -90 94 -63 -82 127 98 99 123 101 103 104 -99 -103 -100 -104 108 112 110 -110 -111 113 -102 116 -114 -109 118 151 -53 121 -116 -122 -20 131 -126 -97 -52 -51 133 -17 -89 149 -70 -98 -30 -95 -29 139 -22 141 142 -120 153 -145 -91 -135 -143 -33 -6 -26 -64 -118 -142
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leaf_count=16 16 16 11 14 11 15 13 10 11 18 13 11 16 10 14 14 19 12 12 14 13 12 13 11 10 12 11 12 14 10 18 12 14 17 11 12 12 29 13 10 12 13 22 11 17 24 16 160 14 16 27 30 16 10 19 10 26 15 17 193 17 3263 12 10 16 11 38 15 10 10 11 16 16 15 38 18 17 20 16 11 12 17 10 11 26 11 11 10 10 32 10 12 18 17 301 14 20 16 11 14 80 11 14 10 10 17 10 10 18 57 24 65 17 58 246 10 10 13 31 10 54 71 5705 11 45 49 12 24 10 14 24 10 12 30 12 11 10 10 10 10 13 12 10 11 32 20 12 11 10 10 12 12 10 12
internal_value=0 -8.63888e-05 -0.00131702 -0.000904826 -0.00245746 0.000849373 0.00487908 0.000625447 -0.0052664 -0.000918633 -0.00433668 0.000974145 -0.00109067 -0.00292258 0.00141089 -0.00442765 0.00411827 4.77244e-05 -3.37206e-05 -0.00252371 -0.000435578 0.00456597 -0.00679432 0.000542385 0.000205368 0.000811438 0.00393677 0.00142047 0.00481598 0.00834662 -0.00152651 -0.0029162 -0.0044471 -0.0105187 0.00115621 -0.00170959 0.00195169 -0.00437486 0.00344016 0.00539127 0.00237758 0.00367562 0.00642025 0.00180902 0.000312933 0.00280144 0.000549437 -0.000103287 0.00134472 0.000620816 0.00144138 0.00221198 0.00469861 -0.00165401 -0.00389537 -0.00596981 0.00805987 -0.00193522 -0.00720278 0.000184885 0.00115934 -3.28136e-06 0.00100022 0.00243566 -0.00253705 -0.00377345 -0.00056318 -0.00433943 0.00339441 -6.70477e-05 0.00101368 0.00458494 -8.32014e-05 0.00720519 -0.000905163 -0.00212686 -0.00425271 0.000973931 0.00324374 -0.000115767 -0.00172298 -0.00438883 -0.00921886 0.00295124 -0.0020859 0.00217082 -0.00460942 -5.84277e-05 -0.0014383 -4.66626e-06 0.00280194 0.00824743 -0.00583101 -6.31058e-05 -3.33908e-05 0.000731363 -0.000265808 -1.59041e-06 0.00167131 0.00489939 -1.8505e-05 -0.00213009 -1.31127e-05 -0.00568568 0.00492839 -0.0026117 -0.00435623 5.05139e-06 0.000756728 0.0024169 0.00653312 0.000966939 -0.000897032 -1.46691e-05 -3.55425e-05 -0.00527829 -0.00380391 0.000211092 -9.69388e-05 0.00108156 -1.64443e-05 0.00071142 -5.66013e-05 -0.000182722 -0.000326687 -0.000889912 -0.000844237 0.000924721 0.00172372 0.00405187 -0.00259701 0.00225368 0.00355156 0.00326504 -0.00213982 0.000179531 -0.00387305 0.00419638 -0.00409479 -0.00517612 0.000406778 -0.000446845 0.000726162 0.00120611 0.000281119 0.000409162 0.00248429 -0.00249259 -0.00105592 0.00205164 -0.000761953 -0.00279213 -0.00164858 0.00273974
internal_weight=0 4675 295 268 142 126 38 23 27 88 31 57 111 64 47 54 30 7750 6655 84 57 24 27 1095 792 587 80 303 57 32 205 135 102 31 70 71 30 41 48 37 69 57 35 33 507 72 55 435 24 246 181 165 82 65 39 29 42 39 31 408 177 4380 261 92 27 22 231 27 76 4119 177 41 136 31 120 93 55 38 27 3942 135 86 27 49 59 22 37 3807 142 3665 74 22 28 3591 3564 38 83 6571 65 37 6506 71 45 26 21 28 24 6435 329 164 42 122 165 138 6106 27 30 169 156 40 6076 317 5759 23 114 94 26 51 26 66 38 20 33 52 32 25 27 22 33 23 132 64 41 68 43 52 42 23 22 21 22 24 20 25
internal_count=12425 4675 295 268 142 126 38 23 27 88 31 57 111 64 47 54 30 7750 6655 84 57 24 27 1095 792 587 80 303 57 32 205 135 102 31 70 71 30 41 48 37 69 57 35 33 507 72 55 435 24 246 181 165 82 65 39 29 42 39 31 408 177 4380 261 92 27 22 231 27 76 4119 177 41 136 31 120 93 55 38 27 3942 135 86 27 49 59 22 37 3807 142 3665 74 22 28 3591 3564 38 83 6571 65 37 6506 71 45 26 21 28 24 6435 329 164 42 122 165 138 6106 27 30 169 156 40 6076 317 5759 23 114 94 26 51 26 66 38 20 33 52 32 25 27 22 33 23 132 64 41 68 43 52 42 23 22 21 22 24 20 25
is_linear=0
shrinkage=0.193739


Tree=88
num_leaves=144
num_cat=0
split_feature=8 8 6 3 4 6 1 3 6 6 6 6 6 3 6 3 1 1 5 7 4 5 8 1 1 6 3 8 7 5 1 6 4 6 4 8 3 5 5 1 5 5 5 8 6 3 8 7 7 6 6 6 4 4 3 6 1 3 4 5 8 5 5 6 1 1 7 1 8 8 5 6 6 8 7 8 8 9 9 4 3 1 7 1 4 8 6 9 6 3 9 5 6 3 3 4 6 1 1 5 9 5 4 3 8 3 7 6 5 6 6 8 7 4 3 4 5 4 8 4 6 1 1 8 9 3 4 4 3 5 6 8 8 5 5 7 5 7 8 9 3 4 9
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 86 5 7 -5 -3 -7 8 9 10 -4 12 13 14 -9 -15 18 -18 20 -20 -10 -8 23 33 25 -25 -26 30 34 32 -28 -32 -30 39 -29 36 37 -24 -39 -2 -33 47 43 44 45 -43 -47 50 49 65 54 52 53 -52 56 74 73 -58 -51 -60 61 -53 -62 64 -45 138 67 68 -50 -69 72 -72 -68 -37 -56 76 -65 78 124 82 85 -82 83 -79 -84 -81 87 131 93 96 125 92 -92 94 127 -95 97 108 99 102 114 -102 -99 115 109 107 -107 -106 111 113 -111 122 -113 -105 -100 116 -98 118 -117 -119 -118 -101 -88 -19 136 -91 -77 -89 -35 -130 -97 132 140 137 -12 -135 -44 139 -49 -133 141 -1 -143
right_child=22 2 3 4 -6 6 21 11 16 -11 134 -13 -14 15 -16 -17 17 123 19 -21 -22 -23 35 24 26 -27 27 28 29 -31 31 40 -34 128 -36 41 -38 38 -40 -41 -42 42 77 63 -46 46 -48 48 66 58 51 60 -54 -55 55 -57 57 -59 59 -61 62 -63 -64 75 -66 -67 70 69 -70 -71 71 -73 -74 -75 -76 126 -78 79 -80 80 81 -83 84 -85 -86 -87 89 88 -90 90 91 -93 -94 95 -96 130 103 98 100 121 101 -103 -104 104 105 106 -108 -109 -110 110 -112 112 -114 -115 -116 117 120 119 -120 -121 -122 -123 -124 -125 -126 -127 -128 -129 129 -131 -132 133 -134 135 -136 -137 -138 -139 -140 -141 -142 142 -144
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leaf_weight=10.999999999999998 13.000000000000002 17 9.9999999999999982 19 12.999999999999998 10.000000000000002 10.000000000000002 9.9999999999999982 10.999999999999998 15.999999999999998 9.9999999999999982 10.999999999999998 14.999999999999998 28 23 9.9999999999999982 20 13.000000000000002 19 14.999999999999998 21 10.999999999999998 11.000000000000002 19.000000000000004 13.999999999999998 9.9999999999999982 9.9999999999999982 19.000000000000004 25 11.999999999999998 12.999999999999998 15.999999999999998 18 11.999999999999998 9.9999999999999982 12.999999999999998 17 10.000000000000002 9.9999999999999982 11.999999999999998 11.000000000000002 9.9999999999999982 10.000000000000002 10.000000000000002 18 12.000000000000002 12.999999999999998 10.000000000000002 14.999999999999998 12.999999999999998 23 657 17 10.999999999999998 23 19 12.999999999999998 23 20.999999999999996 17.000000000000004 388 82 97 10.000000000000002 15.999999999999998 11.999999999999998 699 11.000000000000002 45 13.999999999999998 160 11.999999999999998 159 40 11.999999999999998 10.000000000000002 9.9999999999999982 391 15.999999999999998 31 11.000000000000002 9.9999999999999982 1422 34 113 69 11.000000000000002 11.000000000000002 9.9999999999999982 19 13.000000000000002 12.999999999999998 12.999999999999998 10.000000000000002 10.999999999999998 11.000000000000002 10.999999999999998 13.000000000000002 144 13.999999999999998 13.999999999999998 38 18 25 13.000000000000002 29 65 12.999999999999998 19 10.000000000000002 12.999999999999998 19.000000000000004 11.999999999999998 121 14.999999999999998 13.000000000000002 16.000000000000004 17 15.999999999999998 5911 10.999999999999998 39 9.9999999999999982 11.999999999999998 10.000000000000002 13.999999999999998 9.9999999999999982 14.999999999999998 14.999999999999998 13.000000000000002 9.9999999999999982 9.9999999999999982 13.999999999999998 10.000000000000002 12.000000000000002 9.9999999999999982 10.999999999999998 12.999999999999998 20 10.000000000000002 10.999999999999998 29.999999999999993 11.000000000000005
leaf_count=11 13 17 10 19 13 10 10 10 11 16 10 11 15 28 23 10 20 13 19 15 21 11 11 19 14 10 10 19 25 12 13 16 18 12 10 13 17 10 10 12 11 10 10 10 18 12 13 10 15 13 23 657 17 11 23 19 13 23 21 17 388 82 97 10 16 12 699 11 45 14 160 12 159 40 12 10 10 391 16 31 11 10 1422 34 113 69 11 11 10 19 13 13 13 10 11 11 11 13 144 14 14 38 18 25 13 29 65 13 19 10 13 19 12 121 15 13 16 17 16 5911 11 39 10 12 10 14 10 15 15 13 10 10 14 10 12 10 11 13 20 10 11 30 11
internal_value=0 5.97444e-05 0.00115316 0.000656109 -0.00583501 0.00407659 0.00783299 0.00148295 9.17946e-05 -0.0033752 0.000612134 0.00374413 0.00265934 0.00380956 0.00818959 -8.34115e-05 0.00160429 0.00411709 -0.00013738 0.00279334 -0.00324358 0.0115553 -7.98451e-05 -0.00121536 -0.00234594 -0.00992988 -0.000815075 -9.12523e-05 -0.0020289 -0.00502605 0.00314491 0.00499608 -0.00155154 0.00185448 0.00363787 -2.38177e-05 0.00249478 0.00506679 0.00246676 0.00544738 0.00771341 -4.90267e-05 -0.000236127 -0.00237572 -0.00613122 -0.00307141 -0.00684573 0.000111093 -0.000322744 -0.00290171 0.000480655 0.000282448 -0.00392696 0.00106696 0.00223662 -0.000325808 0.00378056 0.00728767 -0.00548027 -0.0036816 0.00046026 0.000928409 -0.000253413 0.000676883 0.00363598 0.000272724 -0.000105735 0.00172702 -0.000577463 0.00710616 -0.00025819 -0.00138082 -3.20772e-05 0.00132634 0.00300745 -0.00127966 -0.00345371 -0.000115642 -0.00179088 -7.71408e-05 -0.00116141 -0.00487855 -9.76253e-06 0.000644878 -0.000191254 -0.000348697 6.60467e-06 0.000775284 0.00269095 -1.72688e-05 -0.00209447 -0.00450797 -0.00181493 0.00168174 0.00324674 -0.000220379 5.46705e-06 0.000621371 -7.8733e-05 -0.0022436 0.000788259 0.00382852 -0.005834 -3.04786e-05 -0.00122142 -0.00297761 -0.00115664 -0.00933298 0.00349914 3.36258e-05 0.00376479 0.00490156 0.00707785 -0.000571245 -0.000220041 2.70861e-05 0.00241373 1.15435e-05 -0.00328086 2.80851e-05 0.00486078 -8.87297e-05 0.00154883 -0.00135014 -0.000130421 0.000796508 0.000942951 -0.000504245 -0.000453051 -0.00142672 -0.00252196 -0.000383412 0.000244606 -0.00128603 0.00423411 0.000672637 -0.00140571 -0.00246111 -0.00154509 -0.00337238 -0.000539933 -0.000752333 -0.000301379
internal_weight=0 7266 336 288 32 48 31 256 159 48 32 97 86 71 33 38 111 45 66 34 32 21 5163 242 177 29 148 134 84 55 50 40 43 65 29 4921 48 31 20 25 27 4873 2247 119 53 35 25 2626 1208 93 1418 1275 51 34 143 54 89 36 51 38 1224 739 485 66 26 42 1115 85 60 25 1030 172 858 53 35 40 20 2128 47 2081 121 21 1960 425 1535 100 6930 208 78 6722 72 39 26 68 37 31 6650 366 295 84 211 52 31 6284 289 120 94 26 71 169 23 52 31 146 159 5995 38 5957 29 5928 27 53 21 25 31 33 20 26 40 28 21 130 77 53 22 20 21 33 30 20 63 52 41
internal_count=12429 7266 336 288 32 48 31 256 159 48 32 97 86 71 33 38 111 45 66 34 32 21 5163 242 177 29 148 134 84 55 50 40 43 65 29 4921 48 31 20 25 27 4873 2247 119 53 35 25 2626 1208 93 1418 1275 51 34 143 54 89 36 51 38 1224 739 485 66 26 42 1115 85 60 25 1030 172 858 53 35 40 20 2128 47 2081 121 21 1960 425 1535 100 6930 208 78 6722 72 39 26 68 37 31 6650 366 295 84 211 52 31 6284 289 120 94 26 71 169 23 52 31 146 159 5995 38 5957 29 5928 27 53 21 25 31 33 20 26 40 28 21 130 77 53 22 20 21 33 30 20 63 52 41
is_linear=0
shrinkage=0.193739


Tree=89
num_leaves=103
num_cat=0
split_feature=3 3 1 1 1 8 6 3 3 1 0 2 2 3 8 0 8 0 1 1 1 1 2 3 6 2 3 0 2 0 3 0 0 6 8 6 8 2 2 2 2 8 3 1 6 0 1 7 7 6 7 2 7 1 2 1 3 1 1 6 8 7 7 7 2 2 3 7 7 0 0 6 2 8 6 6 6 6 0 0 3 8 3 8 3 6 6 0 6 1 8 6 1 7 3 6 1 0 0 8 6 6
split_gain=0.0014751 0.0122455 0.0162109 0.0321798 0.0282377 0.0172596 0.0315535 0.0177489 0.0143277 0.0548591 0.0267752 0.0125408 0.0121296 0.0113348 0.0235544 0.0226826 0.0200281 0.0167337 0.0587147 0.0249937 0.027572 0.0259329 0.0259111 0.0159359 0.0218105 0.0136817 0.0124 0.0236792 0.0242991 0.0107036 0.0104923 0.0148423 0.014429 0.00885587 0.00869947 0.00830166 0.0237928 0.0117393 0.00799335 0.00795899 0.00790516 0.0073473 0.00728797 0.0152212 0.00973423 0.00682794 0.0112909 0.0064807 0.00879763 0.0102675 0.00885217 0.00640504 0.00617338 0.00613883 0.00613689 0.00581368 0.00563518 0.00447271 0.00481315 0.00745759 0.00612857 0.00444574 0.00815413 0.0229616 0.0355266 0.0206346 0.0150228 0.0414362 0.0074312 0.0181712 0.0303082 0.0183103 0.00745744 0.0300759 0.0103165 0.00607722 0.00422942 0.0217078 0.00935836 0.013805 0.00932827 0.0123394 0.0100422 0.0208549 0.0137489 0.00789966 0.00492744 0.00544566 0.00401387 0.00390857 0.00448083 0.00352073 0.0032707 0.00239643 0.00238396 0.00227478 0.00215527 0.00151418 0.000676801 0.000630538 0.000515564 0.000411058
threshold=0.59635000000000016 0.61115000000000008 15.032352941176471 18.967204301075274 11.52606951871658 0.38179000000000002 0.42125339428586545 0.60385000000000011 0.61335000000000017 35.122459893048138 7.168079096045199 0.28350000000000003 0.36855000000000004 0.58265000000000011 0.34302500000000008 7.9028324154209288 0.33069200000000004 11.849528301886794 53.635926222935048 16.826836581709149 22.514162077104647 10.417542587894166 0.21920000000000003 0.57765000000000011 0.50315276822288302 0.16475000000000004 0.57495000000000007 29.694255111976634 0.21920000000000003 5.9126620900076281 0.61545000000000005 9.6089015151515174 19.544740973312404 0.42125339428586545 0.44632950000000005 0.41073611596227738 0.32295850000000009 0.025350000000000001 0.049950000000000008 0.15480000000000002 0.36855000000000004 0.45409950000000004 0.6089500000000001 31.352380952380955 0.34756320027436349 13.463850174216029 12.335897435897438 1630.7413606027023 7171.4228135629792 0.40195778726180698 9640.3803376453689 0.14485000000000003 5486.447841096403 68.855844155844167 0.16915000000000005 12.903846153846155 0.60385000000000011 5.8810809073966981 5.1807172995780597 0.39297010130961213 0.57392750000000003 3902.3542453761675 5357.5238014307342 5138.5919518596884 0.014250000000000001 0.56470000000000009 0.6291500000000001 5998.3973594759127 3688.2851125433649 9.8017341040462451 8.0790598290598314 0.40356674571119849 0.47970000000000007 0.4849465 0.49599599198396799 0.36807241603238777 0.29218080834242455 0.31056141297128442 17.007352941176475 7.168079096045199 0.57285000000000008 0.43169100000000005 0.56740000000000002 0.43370750000000008 0.56210000000000016 0.4604589884323545 0.21569426466593161 104.75757575757576 0.083902377512726403 4.0756470756470771 0.56738400000000011 0.12677258824863299 62.832783882783893 2400.0304037481014 0.033200000000000007 0.051527766811688004 8.4687698161065317 14.51289490651193 2.9692806603773589 0.21916650000000001 0.18794950136459607 0.47761033134967007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
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Tree=90
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internal_count=12429 9673 49 31 21 2756 49 20 2707 1959 66 47 28 748 371 116 92 67 25 36 255 197 377 43 24 31 32 22 334 318 58 40 29 24 305 52 253 173 162 9624 380 61 9244 65 39 9179 9135 40 9095 319 32 287 44 26 26 9080 161 8919 39 26 22 271 34 237 73 164 22 1893 180 41 29 1713 24 139 90 61 49 25 29 1689 116 90 26 1573 989 584 29 24 22 22
is_linear=0
shrinkage=0.193739


Tree=91
num_leaves=127
num_cat=0
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leaf_count=15 10 10 15 13 10 12 12 16 11 17 16 99 17 12 11 10 16 10 10 13 14 12 35 417 10 18 11 18 14 10 14 17 19 22 327 27 11 17 59 36 20 60 155 575 14 11 10 12 23 241 19 29 947 16 12 11 10 12 16 10 56 10 17 43 12 79 93 23 10 37 15 19 1867 26 1848 14 11 13 18 10 11 10 22 14 3344 86 84 19 14 13 18 13 11 12 16 18 17 15 10 10 14 11 13 56 17 13 12 19 12 32 292 11 17 17 29 11 14 13 14 10 81 13 31 11 12 10
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is_linear=0
shrinkage=0.193739


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internal_weight=0 270 145 32 113 81 44 37 27 32 125 56 69 46 32 39 12153 200 73 56 31 127 114 97 23 74 25 55 11953 150 108 31 42 77 53 37 29 24 24 35 25 11803 144 126 110 95 30 65 11659 1057 944 42 32 113 35 78 68 10602 10288 716 144 572 9572 108 9464 314 251 205 46 63 35 902 545 357 20 24 23 28 20 24 22 21 20
internal_count=12423 270 145 32 113 81 44 37 27 32 125 56 69 46 32 39 12153 200 73 56 31 127 114 97 23 74 25 55 11953 150 108 31 42 77 53 37 29 24 24 35 25 11803 144 126 110 95 30 65 11659 1057 944 42 32 113 35 78 68 10602 10288 716 144 572 9572 108 9464 314 251 205 46 63 35 902 545 357 20 24 23 28 20 24 22 21 20
is_linear=0
shrinkage=0.193739


Tree=93
num_leaves=109
num_cat=0
split_feature=8 8 3 2 1 5 7 4 2 5 1 8 2 1 5 5 4 3 2 5 7 4 4 7 8 2 2 7 2 2 7 7 5 2 5 4 2 5 1 7 2 3 3 3 1 5 3 7 8 5 5 4 8 3 4 5 7 3 4 1 4 8 2 1 4 3 7 5 8 7 3 2 7 4 4 1 3 4 4 4 2 4 8 7 3 1 3 8 5 8 7 1 3 2 7 1 7 5 2 8 3 8 2 8 2 2 5 7
split_gain=0.00150063 0.00685178 0.0146487 0.0127744 0.0162529 0.0121275 0.0117913 0.0116379 0.00910373 0.0232665 0.00803283 0.00492452 0.0142691 0.0160896 0.0226975 0.0292771 0.0203087 0.0242725 0.0191792 0.0238533 0.0216322 0.0287914 0.019875 0.0126675 0.0114158 0.0112946 0.0104535 0.00977711 0.00868397 0.00807834 0.00697089 0.00620714 0.00517873 0.00359043 0.0112941 0.0203192 0.0201376 0.0188423 0.0149244 0.0213593 0.00848578 0.0158398 0.00790204 0.0254573 0.0176175 0.0126242 0.00892647 0.00999827 0.00731768 0.00442892 0.0163144 0.0302346 0.0250961 0.0304059 0.0231776 0.0124473 0.00964437 0.018403 0.0144332 0.0307733 0.0198545 0.0100279 0.010926 0.0148944 0.0148787 0.00841607 0.0253542 0.0127994 0.00671683 0.0139088 0.00641448 0.0038856 0.00350625 0.00351133 0.00936145 0.0221059 0.0175242 0.0104941 0.0114719 0.00809489 0.00953742 0.00980718 0.00689226 0.00688578 0.00770708 0.00645221 0.00609565 0.00572857 0.0142511 0.0141513 0.0252519 0.013159 0.0106405 0.00951267 0.0091854 0.00808381 0.00515895 0.0166835 0.00735682 0.00461202 0.00850845 0.00402215 0.0121932 0.00414845 0.00391708 0.00272187 0.00301537 0.00210964
threshold=0.4725700000000001 0.46602650000000007 0.85605000000000009 0.092550000000000007 16.826836581709149 -2324.8540217779305 1721.9294848214593 0.14565694835781529 0.19395000000000004 -3645.1887164550994 13.826914848095852 0.48717050000000006 0.37865000000000004 41.675438596491233 -10562.8712239613 -13449.941125423631 0.23397341895772608 0.84685000000000021 0.035850000000000007 -1763.608542368434 1467.6792652182928 0.28449999570841733 0.38251536373504169 1721.9294848214593 0.47658500000000004 0.0067500000000000017 0.018250000000000006 11625.886134103333 0.085750000000000007 0.065550000000000011 8049.7773975009477 1762.2541891559888 -1195.4969336919519 0.39280000000000009 -6484.0053801926988 1.1849360402569438 0.52365000000000006 -3190.8179533665584 37.00847457627119 1273.4496358721242 0.38740000000000002 0.55735000000000012 0.81945000000000012 0.79935000000000012 113.48913043478262 -6641.0845874994584 0.78130000000000011 1112.5657305845521 0.36514550000000007 -2703.4121057777761 -2494.7526744879956 0.057018611949016564 0.36166050000000005 0.79075000000000006 0.31277692488178904 -2468.1652327705456 6194.3696940951704 0.91280000000000017 0.081833130464542908 51.497753818508542 0.11583732833889095 0.2573165 0.31295000000000006 34.577352472089323 0.29655099968870874 0.64985000000000015 1425.7592499176328 -2093.2303906135917 0.24013500000000002 6419.4763670599232 0.6715500000000002 0.54635000000000011 90122.121987266568 0.53063081876525775 0.57795520980303638 9.3447991194276288 0.40625000000000006 0.60226427038291963 0.63070153608649615 0.42722237012483122 0.24240000000000003 0.43807347781811845 0.62391150000000006 463.55307896143836 0.45435000000000003 46.877500000000005 0.17620000000000002 0.49356150000000004 -11931.942507958629 0.49554050000000005 1131.2595302508028 18.967204301075274 0.69345000000000001 0.29335000000000006 2458.081396306326 37.316985645933023 44.762930430704976 -4609.9519333922126 0.013450000000000002 0.72196500000000008 0.23600000000000002 0.50341950000000002 0.0067500000000000017 0.53293850000000009 0.43440000000000006 0.42145000000000005 -3346.2237133368353 868.09724921930217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 33 3 4 6 -6 107 -5 9 -9 -10 12 13 14 15 -2 17 -15 19 25 21 29 -23 -22 -14 -16 -27 -19 -25 -20 31 -26 -21 40 42 36 37 38 39 -36 49 -42 43 45 -44 46 47 -35 -38 56 51 -51 54 -54 -53 -52 57 58 59 -1 -60 68 63 -63 -64 66 -57 -67 69 -58 -70 105 73 79 75 86 -77 -76 82 87 81 -81 -79 -82 104 -86 -75 88 95 90 -89 92 -90 -92 -93 -13 98 -98 -80 100 -83 102 -91 -103 -85 -37 -107 -3
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leaf_count=72 19 13 14 11 12 13 12 11 16 14 18 12 14 19 10 14 17 10 10 16 10 12 22 15 14 10 12 15 35 17 15 15 16 104 18 10 10 15 12 11 11 16 16 14 15 11 11 500 12 11 19 57 77 15 51 697 10 11 176 25 3011 115 69 829 20 141 42 510 35 919 64 12 11 11 19 10 12 11 48 16 14 11 10 14 11 14 15 10 30 12 17 10 14 11 28 15 106 53 274 18 55 417 102 2724 12 10 11 10
internal_value=0 4.85266e-05 0.00136907 0.00201604 0.00407077 0.00776546 0.00131857 0.000229076 -0.000870463 -0.00361997 0.00118748 -9.16637e-05 -0.000802995 -0.000224321 -0.00100338 -0.00562071 0.00253708 0.000298249 -0.000159352 -0.00285182 0.00127401 -0.00128897 0.00244355 0.00386263 -0.0035462 -0.00652549 -0.00890979 0.00420964 0.00251677 -0.00592511 -0.00505776 -0.00677944 0.0008905 2.39954e-05 0.000414767 0.00213119 0.00398137 0.00591014 0.00802441 0.0103558 -2.02403e-05 -0.003399 0.000103106 -4.49261e-05 0.00308449 0.000142591 0.000262646 0.000159378 -0.000962853 -6.77978e-06 0.00027383 0.00185924 0.00241288 0.00474978 0.000402149 3.55031e-05 -9.16823e-05 -0.000297265 -0.000269769 0.00204882 -0.000340828 0.000236978 0.000663063 0.000856733 -0.0013806 0.000104134 -0.000343145 0.000611677 -0.000191358 -2.90878e-05 -0.00170179 -0.00123621 -3.37163e-05 -2.42012e-05 0.000422406 0.00298867 0.00739502 0.000181808 0.000353782 -9.55211e-05 -0.00141746 -0.00259773 0.00470187 0.000407717 -0.000650251 0.00175149 -0.000847806 -3.10916e-05 0.00134562 -7.69732e-05 -0.00375559 6.00503e-05 0.00232179 -0.00669369 -0.00255273 0.00513725 0.000156552 0.00105666 -0.000289408 -0.00172436 -0.00246787 -3.3127e-05 0.00109331 -7.42748e-05 -0.00294321 -0.00236625 -0.00358105 0.00384443
internal_weight=0 7939 144 130 60 25 35 70 59 25 34 4484 337 279 218 33 61 44 185 64 121 61 34 60 58 32 22 25 50 27 44 29 32 7795 792 121 78 56 41 29 7003 27 671 640 31 626 615 604 22 6976 1620 211 200 92 108 1409 5356 3295 3284 97 3187 2061 1033 944 89 1390 739 651 1028 929 99 43 4147 4136 569 48 22 521 502 3567 165 100 21 65 51 25 26 3402 109 3293 38 82 44 28 38 27 481 159 322 84 66 3255 114 3141 26 31 21 23
internal_count=12423 7939 144 130 60 25 35 70 59 25 34 4484 337 279 218 33 61 44 185 64 121 61 34 60 58 32 22 25 50 27 44 29 32 7795 792 121 78 56 41 29 7003 27 671 640 31 626 615 604 22 6976 1620 211 200 92 108 1409 5356 3295 3284 97 3187 2061 1033 944 89 1390 739 651 1028 929 99 43 4147 4136 569 48 22 521 502 3567 165 100 21 65 51 25 26 3402 109 3293 38 82 44 28 38 27 481 159 322 84 66 3255 114 3141 26 31 21 23
is_linear=0
shrinkage=0.193739


Tree=94
num_leaves=83
num_cat=0
split_feature=2 2 3 3 4 5 3 3 4 5 1 4 2 3 3 2 1 3 2 3 3 8 8 1 7 7 5 5 5 5 2 1 1 8 3 2 3 8 8 1 8 1 2 3 1 4 2 8 1 5 4 2 5 7 2 8 8 2 5 4 5 8 3 2 2 3 4 5 1 8 1 2 1 2 7 2 2 1 5 3 5 5
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
shrinkage=0.193739


Tree=95
num_leaves=118
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internal_value=0 -7.28696e-05 -0.00147002 -0.00313718 -0.00524393 -0.00952442 -0.000721349 0.0017942 -0.000516867 -0.0132806 0.00224272 4.97936e-05 0.000709655 0.00142474 -0.000302064 0.00267533 0.00521348 0.000732402 0.00238613 0.0013803 0.00213017 -0.00756118 -0.000452018 -0.00270294 -0.00553489 -0.00260807 0.000647295 0.00105038 0.00284254 0.00133914 0.00249318 0.00335756 0.00567868 0.00273737 -0.0015657 -0.00025581 0.000304799 0.00166215 3.03489e-06 -6.03911e-06 -0.00361332 0.000417085 -0.00178739 8.82405e-06 0.00496967 0.00270042 -3.22321e-05 -0.000306854 -0.00271275 -1.61193e-05 -0.000208856 8.54047e-05 0.00122775 0.00217674 0.0134694 5.02448e-06 0.000930364 0.00375207 0.00597755 0.00037471 -0.000984924 0.00201669 0.00371378 -0.0002015 5.09646e-05 0.00119076 -0.000106085 -0.00207458 -0.00075637 0.000808086 -0.00164851 0.0013757 0.000659473 -6.15519e-05 -8.55549e-05 -0.00108988 -1.37846e-05 -0.000161682 -0.000573861 -0.0024563 -0.00355209 0.00015023 0.00124873 -0.000116173 0.000621647 -0.000336037 -0.000187 -0.00109059 -0.00358858 0.000280321 0.00309383 -0.00196238 0.00870856 0.000517513 1.10102e-06 7.10881e-05 0.00207825 0.00358095 -0.00026154 -0.00296819 0.000588882 -0.0064598 -0.00157811 -3.74182e-07 0.0008169 -5.90101e-05 -0.000119119 0.000381726 -0.000450593 -0.00351382 -0.00225761 0.00421021 -0.000110144 0.00308679 -0.00340095 0.00454922 0.00322639
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is_linear=0
shrinkage=0.193739


Tree=96
num_leaves=100
num_cat=0
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
shrinkage=0.193739


Tree=97
num_leaves=114
num_cat=0
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internal_value=0 -3.22648e-05 -0.00203194 -0.00591146 -0.000103302 -0.00149944 -0.00537361 -1.16278e-05 0.00243703 0.0046767 0.00727453 0.00107242 -0.000957147 0.000146491 0.000738985 0.0011148 0.00167854 0.00315241 0.00447848 -0.00088888 0.000244093 0.00571017 0.00723918 0.000372248 -9.9339e-05 0.00306436 -0.00260906 0.000971201 0.00351049 1.25915e-05 0.00284613 -1.64249e-05 -0.000530363 -0.000400858 -0.00149947 0.00167048 -0.00227315 -0.00397156 -0.000857409 0.000330027 0.000968209 0.00339445 -0.00105572 -0.000576761 -0.000167958 -0.000840672 -2.4427e-05 -0.000805506 -0.00165684 -0.00430786 0.00024367 -0.000757658 0.00436111 0.000136058 -0.000305386 -0.000956895 -9.23022e-06 -0.000802762 -0.00936511 0.000274544 0.000152909 0.00273209 0.000118853 0.00226033 4.12911e-05 -3.40334e-05 -0.000875479 0.00143688 0.000753986 -0.00117323 -0.00198177 0.000931747 0.000354512 0.00190618 -0.00113496 -0.000110419 -0.00122478 0.00103451 0.000142351 2.04216e-05 -3.7367e-06 0.00038667 -0.000525411 0.000953681 0.00198582 0.00514645 0.000937048 2.11489e-05 0.00162104 -0.00122406 -0.000906194 -0.0030292 0.00043218 -3.49366e-05 -0.00100376 -0.000504196 -0.0016541 0.00233051 -1.21122e-05 -0.000756199 1.89381e-05 -0.00657191 1.50548e-05 0.00266233 -6.61724e-06 -0.000705815 -0.000413153 -0.00224322 -0.00137328 0.000388578 -0.00129137 0.000789037 0.000115507
internal_weight=0 9671 98 32 66 56 22 9573 49 30 20 34 23 2754 507 424 331 155 110 93 25 85 53 176 81 32 29 147 28 2247 22 2225 551 539 215 42 173 78 95 324 222 86 102 136 85 71 9524 245 135 45 110 89 21 77 90 80 70 66 21 24 1674 21 1653 57 1596 1515 262 81 70 83 60 23 119 39 32 45 32 43 1253 33 9279 686 263 423 272 67 205 247 108 139 151 58 93 8593 197 181 129 52 8396 295 261 34 8101 65 8036 42 80 38 27 29 20 33 23
internal_count=12425 9671 98 32 66 56 22 9573 49 30 20 34 23 2754 507 424 331 155 110 93 25 85 53 176 81 32 29 147 28 2247 22 2225 551 539 215 42 173 78 95 324 222 86 102 136 85 71 9524 245 135 45 110 89 21 77 90 80 70 66 21 24 1674 21 1653 57 1596 1515 262 81 70 83 60 23 119 39 32 45 32 43 1253 33 9279 686 263 423 272 67 205 247 108 139 151 58 93 8593 197 181 129 52 8396 295 261 34 8101 65 8036 42 80 38 27 29 20 33 23
is_linear=0
shrinkage=0.193739


Tree=98
num_leaves=110
num_cat=0
split_feature=5 5 3 3 2 7 0 1 5 3 2 0 7 6 2 0 7 5 2 2 6 7 7 5 7 7 3 7 7 2 2 5 2 5 3 1 1 2 2 0 3 7 7 1 0 7 1 0 7 1 7 3 1 6 1 1 6 6 3 2 0 2 2 5 6 7 2 2 3 5 7 2 7 6 0 7 2 7 7 2 7 2 7 2 2 6 5 3 2 0 3 3 3 7 6 0 0 0 7 6 7 7 6 0 7 3 5 5 0
split_gain=0.00138397 0.00544989 0.0134555 0.0106005 0.00904209 0.0127113 0.00380423 0.00339193 0.00327579 0.0347115 0.00352932 0.00347815 0.00335068 0.0146891 0.0119392 0.0124615 0.00907954 0.0156319 0.035326 0.0311643 0.0102753 0.00968768 0.00799833 0.0155053 0.00754639 0.00746318 0.00746014 0.00685759 0.0068284 0.00667847 0.00663672 0.00591326 0.00713783 0.00566784 0.0432228 0.00495782 0.0088499 0.00805356 0.00493399 0.00436024 0.0030737 0.00304594 0.0145501 0.0135485 0.0136745 0.01344 0.0139984 0.0129856 0.0130116 0.0124725 0.0108726 0.00605607 0.00508092 0.00477786 0.00460971 0.00282018 0.00278148 0.0185315 0.0227856 0.0333222 0.0456005 0.0234599 0.0115982 0.0109635 0.0134323 0.00929169 0.0169792 0.0288477 0.0240911 0.0156175 0.0161587 0.0145841 0.0110826 0.0133547 0.00891142 0.00887347 0.00765454 0.0140472 0.0368748 0.0130923 0.0157135 0.0145935 0.0125281 0.00604732 0.0047208 0.00910723 0.00523886 0.0206547 0.0402314 0.0252035 0.0193971 0.015709 0.0156064 0.00816667 0.00724008 0.0193251 0.0506839 0.0382914 0.00632697 0.027086 0.0109729 0.00275039 0.00266972 0.00259362 0.00194587 0.00191187 0.00165047 0.00204898 0.000419084
threshold=-10983.857334588443 -10562.8712239613 0.64745000000000008 0.69995000000000007 0.12945000000000004 3272.9571112533263 16.141352549889138 23.660545822102431 -11139.862220915022 0.45745000000000008 0.31665000000000004 18.007692307692313 2558.4002311276213 0.60466372292708825 0.14665000000000003 15.035285743339438 3581.4562308649492 -14721.557854362914 0.24900000000000003 0.30560000000000004 0.67912881434894024 3152.7296013507071 1850.5857990257862 -11931.942507958629 632.52422429045862 1941.0458428460702 0.50610000000000011 3115.9424197998865 3490.2480567221614 0.29875000000000007 0.3281 -51447.822768527629 0.11025 -11354.96555769009 0.72175000000000022 17.246134226048145 22.279220779220783 0.55525000000000013 0.10845 9.0147090633787599 0.25640000000000002 4277.4680166466715 4722.9259102721981 43.873863636363645 7.4188596491228083 4969.3229657162929 61.673758865248232 21.872108843537418 3902.3542453761675 30.938446969696972 5486.447841096403 0.5908000000000001 52.065276932440661 0.48334407908875998 61.673758865248232 37.639610389610397 0.48334407908875998 0.46326142728920833 0.53465000000000007 0.05705000000000001 11.301785714285716 0.25655000000000006 0.24240000000000003 -7123.5120481799204 0.46846999414572849 2520.2138473819969 0.18460000000000001 0.15655000000000002 0.52900000000000014 -7750.8751014871823 3073.7060923588292 0.048750000000000009 2400.0304037481014 0.53271917962587345 12.344951923076925 2301.5563447573763 0.19395000000000004 1387.2365201793361 1507.7760819536841 0.17155000000000001 1198.0923848393807 0.16260000000000002 1331.5496210220169 0.00015000000000000004 0.6452500000000001 0.35968152058819153 -8459.7772221846917 0.6785500000000001 0.16915000000000005 31.10363247863248 0.69815000000000016 0.70860000000000001 0.61335000000000017 4913.3529401436954 0.41310134432934403 9.0147090633787599 8.5524031007751962 11.301785714285716 5138.5919518596884 0.25085237444260006 4969.3229657162929 3003.4280695105958 0.49953315203315207 17.803225806451618 3347.4591415156742 0.53465000000000007 -21389.248499117759 -25974.627417606029 22.155645161290327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 7 6 -6 -2 12 -10 11 -11 13 -1 15 -15 17 20 26 -20 28 106 35 25 -17 -24 38 -28 29 103 -27 -26 -33 41 -35 39 -37 -38 108 40 -16 47 43 44 -43 46 -44 49 -49 51 -47 -18 -50 -51 -45 -5 57 84 59 83 -61 62 63 -60 -65 72 67 69 -68 71 -71 74 75 -74 -67 76 79 82 -79 81 -81 -58 -78 -59 86 -86 87 88 89 -3 93 -92 -90 -89 98 96 -96 -97 100 -100 -88 -31 -70 -14 -21 -73 107 -22 -19
right_child=1 56 3 55 5 -7 -8 -9 9 10 -12 -13 16 14 22 24 33 18 19 104 21 -23 23 -25 31 30 27 -29 -30 101 -32 32 -34 34 -36 36 37 -39 -40 -41 -42 42 45 54 -46 50 -48 48 52 53 -52 -53 -54 -55 -56 -57 65 58 61 60 -62 -63 -64 64 -66 66 68 -69 102 70 -72 105 73 -75 -76 -77 77 78 -80 80 -82 -83 -84 -85 85 -87 94 90 92 -91 91 -93 -94 -95 95 97 -98 -99 99 -101 -102 -103 -104 -105 -106 -107 -108 -109 -110
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leaf_weight=9.9999999999999982 12.000000000000002 71 19 11.000000000000002 12.000000000000002 10.999999999999998 10.999999999999998 11.999999999999998 9.9999999999999982 10.000000000000002 14.999999999999998 14.999999999999998 10.000000000000002 19 13.999999999999998 13.999999999999998 37 10.000000000000002 10.000000000000002 10.000000000000002 22.999999999999996 19 10.999999999999998 11.999999999999998 9.9999999999999982 26 11.000000000000002 9.9999999999999982 10.999999999999998 15.999999999999998 27 32 9.9999999999999982 14.999999999999998 19 11.999999999999998 89 11.999999999999998 12.999999999999998 13.999999999999998 26 9.9999999999999982 41 14.000000000000002 68 115 9.9999999999999982 10.999999999999998 11.000000000000002 10.000000000000002 2436 34 18 14.999999999999998 14.999999999999998 9.9999999999999982 1613 12.000000000000002 10.999999999999998 11.000000000000002 9.9999999999999982 14.999999999999998 9.9999999999999982 23 70 10.000000000000002 10.000000000000002 9.9999999999999982 11.000000000000002 19.000000000000004 10.999999999999998 18.000000000000004 10.000000000000002 10.999999999999998 9.9999999999999982 14.999999999999998 1010 19 110 109 22 57 14.999999999999998 17 17.000000000000004 11.999999999999998 3531 10.000000000000002 18 15.999999999999998 21 243 30 12.999999999999998 321 45 10.999999999999998 120 904 117 47 15.999999999999998 9.9999999999999982 18 10.999999999999998 9.9999999999999982 13.999999999999998 10.000000000000002 11.999999999999998
leaf_count=10 12 71 19 11 12 11 11 12 10 10 15 15 10 19 14 14 37 10 10 10 23 19 11 12 10 26 11 10 11 16 27 32 10 15 19 12 89 12 13 14 26 10 41 14 68 115 10 11 11 10 2436 34 18 15 15 10 1613 12 11 11 10 15 10 23 70 10 10 10 11 19 11 18 10 11 10 15 1010 19 110 109 22 57 15 17 17 12 3531 10 18 16 21 243 30 13 321 45 11 120 904 117 47 16 10 18 11 10 14 10 12
internal_value=0 -3.44398e-05 -0.00146544 0.00125436 -0.00333283 -0.0053289 -0.0025741 -0.000425362 0.000109403 0.001654 -0.000958306 0.000460252 8.65846e-05 -0.000491973 -0.000259959 0.00170646 0.000149714 0.00133558 0.00335383 0.00851224 4.20418e-05 0.00177139 -0.000951105 -0.00258769 0.00042261 -0.00378373 0.000419605 0.0032408 -0.00156731 -0.00238093 -0.00275144 0.00150159 0.000453368 5.7107e-05 -0.00240081 -0.000197635 -0.000925824 -0.000315279 -0.00130724 0.00131753 0.000261252 8.71394e-05 0.000132144 0.00233785 0.00365716 4.07582e-05 -0.00304907 -0.000804889 0.00210064 -0.0020228 0.000103455 -0.000689108 -0.000102811 -0.00567337 -0.0012135 -0.001722 -1.84389e-05 6.16691e-05 0.00199748 0.00547405 0.0112014 0.00062486 -0.000342191 0.000282957 -0.000419166 -0.000165909 -0.00183905 -0.000448507 -0.00567717 -0.00173124 -0.0051374 0.000446288 -9.88732e-05 0.00425456 0.00434997 -0.000130778 -0.000106273 0.000283148 0.00218205 -0.000355812 -0.00221492 -0.000208999 4.26672e-05 0.00113966 -1.07422e-06 -0.0024334 1.20551e-05 0.000667395 0.00263613 0.0051042 -0.000263352 0.00021348 -0.00184745 -0.00556201 -4.23084e-05 -0.000744166 0.000108608 -0.0024524 3.36537e-05 -0.000391555 0.000155049 -0.00044323 -0.00178171 -0.00452252 0.00398992 -0.00238485 0.00025296 -0.000498534 0.000477439
internal_weight=0 8934 98 40 58 34 23 24 3491 50 40 25 3441 338 328 85 3103 224 87 31 137 66 243 76 66 64 56 21 71 60 53 52 42 2879 34 167 113 101 35 54 40 2845 2709 107 78 2602 51 136 40 96 2551 71 29 25 29 21 8836 5726 179 50 21 129 114 104 93 3110 119 88 31 78 30 48 2991 21 20 2970 2955 1154 129 1801 131 1670 1025 29 5547 29 5518 422 135 87 287 264 48 23 5096 497 332 165 4599 1021 3578 32 21 28 21 28 47 33 22
internal_count=12425 8934 98 40 58 34 23 24 3491 50 40 25 3441 338 328 85 3103 224 87 31 137 66 243 76 66 64 56 21 71 60 53 52 42 2879 34 167 113 101 35 54 40 2845 2709 107 78 2602 51 136 40 96 2551 71 29 25 29 21 8836 5726 179 50 21 129 114 104 93 3110 119 88 31 78 30 48 2991 21 20 2970 2955 1154 129 1801 131 1670 1025 29 5547 29 5518 422 135 87 287 264 48 23 5096 497 332 165 4599 1021 3578 32 21 28 21 28 47 33 22
is_linear=0
shrinkage=0.193739


Tree=99
num_leaves=124
num_cat=0
split_feature=1 1 3 6 8 8 8 8 7 3 4 2 7 7 2 8 3 6 6 1 2 2 8 4 1 4 7 4 1 4 9 4 4 8 4 4 7 7 1 2 3 4 7 4 1 4 4 3 6 1 6 6 3 2 3 8 8 1 2 8 7 7 3 4 2 8 8 3 8 6 4 4 3 6 6 3 6 2 8 8 6 8 6 3 3 2 1 3 3 4 3 1 1 3 7 7 7 8 3 2 3 6 3 7 6 2 7 1 7 3 8 2 6 8 9 2 4 1 2 3 2 9 1
split_gain=0.000971683 0.0266754 0.0148282 0.00891716 0.00984358 0.0155937 0.00735507 0.0144016 0.0247926 0.0295677 0.032539 0.0190426 0.0342163 0.0161258 0.0141809 0.0134159 0.0160365 0.0122781 0.0100922 0.00880058 0.0116772 0.0153283 0.0222784 0.0128593 0.0111182 0.0181254 0.0364322 0.0322923 0.0156661 0.0179594 0.00759299 0.00871965 0.0107059 0.00712433 0.00711151 0.0113168 0.00642311 0.0123705 0.009277 0.00605105 0.00799963 0.016908 0.00591828 0.00589592 0.00605734 0.00510569 0.01285 0.00508105 0.00474136 0.00375115 0.0266285 0.0315273 0.0206865 0.0172629 0.0139637 0.013483 0.0123717 0.00917444 0.00861331 0.00808788 0.0138894 0.00785126 0.00783401 0.0124491 0.00636272 0.00619141 0.00974826 0.00847728 0.00803204 0.00511177 0.0148328 0.0197627 0.0136919 0.0127691 0.0115526 0.0199355 0.0225101 0.0166265 0.043238 0.0835644 0.0207192 0.0144889 0.00999099 0.00840886 0.0127142 0.018745 0.0218649 0.0154927 0.0106004 0.0219365 0.019243 0.00778412 0.0137156 0.0119863 0.0152646 0.0290167 0.0103324 0.0130616 0.0123941 0.00758167 0.00689249 0.00687594 0.0112341 0.0142193 0.00646848 0.00596446 0.0054531 0.0114814 0.00726097 0.0049111 0.00482325 0.00339034 0.00322652 0.00289309 0.00241743 0.00239616 0.00176274 0.0024651 0.0017627 0.0012338 0.000886655 0.000849177 0.000573744
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 118 30 8 9 13 122 17 -13 -8 -14 16 -9 -10 -15 24 21 23 -23 -21 28 26 -26 -27 33 -30 34 -32 -33 -17 35 36 37 47 -39 40 42 -42 -34 44 115 46 -7 -1 114 50 52 53 61 54 -52 65 57 -54 -55 60 109 -2 63 -61 -64 66 -53 68 113 74 72 73 -71 -72 91 76 -76 78 80 -80 -78 82 -79 84 88 86 -86 -87 89 -73 -90 96 93 -93 110 -96 -51 -98 -99 104 -100 106 120 -104 -74 -101 108 -108 -94 -59 -95 -46 -85 -67 -45 121 -50 -118 -3 -106 -103 -36 -11
right_child=49 2 -4 -5 -6 45 7 15 11 10 -12 12 14 18 -16 19 -18 -19 -20 20 -22 22 -24 -25 25 27 -28 -29 29 -31 31 32 39 -35 43 -37 -38 38 -40 -41 41 -43 -44 48 111 -47 -48 -49 116 69 51 55 56 58 -56 -57 -58 59 -60 62 -62 -63 64 -65 -66 67 -68 -69 -70 70 71 83 99 -75 75 -77 77 81 79 -81 -82 -83 -84 112 85 87 -88 -89 90 -91 -92 92 101 94 95 -97 97 98 100 105 -102 102 103 -105 119 -107 107 -109 -110 -111 -112 -113 -114 -115 -116 -117 117 -119 -120 -121 -122 -123 -124
leaf_value=-0.0017900154265929186 -0.0017048975310828759 0.00043728045498370584 0.0037676002618224833 0.00061762139749869645 -0.00015902659073416343 -0.0094698473655846944 -0.0013261611377330625 -0.0096207587910132515 0.0053252725849760943 -4.2858793680708275e-05 -0.010342597915465383 0.015217234603002323 -0.0016976061378177797 0.0026282795604941687 0.0070462945829071495 0.0036794122676148027 -0.00050233252577376033 -0.0029402707535231085 0.010284673541401706 0.00064982114741667465 0.0056978857939586017 -0.010647481289410473 0.0016418323085602982 0.0054715112903877053 -0.0058125250088641904 0.0035683531336196841 -0.00072730416962073414 -0.0013991090356569446 -0.00071868310945033271 0.0028024201117466375 0.0040401146717765441 -0.0057611314841080176 -0.0018361290286727108 -3.5729859869271188e-06 -0.0023199667237076812 0.0060401917147575668 -0.0033676194551336995 0.008505108579165456 0.00057906799465021717 0.003425283201153853 -0.0010946845281710011 0.0026707757642140989 -0.0057965519571406034 0.00039582905960513815 0.0027154262193206337 -0.011235755271475804 -0.0016079852775021585 0.0026445565255937891 -0.0026647970138941918 -0.0027166490670198929 0.012667684248214059 -6.5375202713702883e-05 0.0050702672287197201 -0.0007297045616365467 0.0033590809867637115 -0.0049908134348004068 -0.0055747867015504523 0.0022580298044228161 0.0057411269760250247 0.0051859545612782916 -0.0063909175570060796 -0.0085974566383446149 0.0011108565863087113 -0.00098836868246001157 -0.0050128143676267624 0.0015622701425694195 0.0079485492251539416 -0.0046141566602686847 0.0055539028737908152 0.0021572733916170842 0.0099651694648988064 0.0074609393397429081 -0.0023266484408741668 0.00092044408649813404 0.0084970532132478127 -0.0068839813001996698 -0.00073040404109249067 7.4391740755688031e-05 0.014435176638477435 0.0010534804368936964 0.0077522682815729521 0.004440421746365413 -0.0051366994625275855 0.00089286513553473779 -0.0055539623545796894 -0.00048278105991982339 -0.0010234632323147027 0.0089944143920562825 0.0093088743605752554 -0.00031048979197119593 0.00086091843168567236 0.0018630759065624265 0.00047844912474416003 -0.0030195122853370567 -0.013488977740192571 -0.001596897125623873 -0.0013915704879942732 0.01103692573276074 -0.00059649307429728753 0.00071877197150107825 0.005978597065043975 0.00055890257152162778 0.0024385249201216131 -0.0053882730504092547 -0.0059050744848013906 -0.0052218381114284068 0.0048262171458834388 -0.000126654315940547 0.0035846858759916471 -0.0016270064222089851 0.0026492839968962636 -0.0015990310986252786 0.0053082393065993589 -0.0018851355337264973 0.0038231339586580122 -0.00027589589430334098 0.0020802186864765609 -0.00082590229601314671 -0.0030207487051361311 -0.010198937364315543 0.0031455675882597562 -0.0042879045925194696 0.0019907613331350575
leaf_weight=32 11.000000000000002 11.000000000000002 9.9999999999999982 13.999999999999998 14.999999999999998 18 19 11.000000000000002 11.000000000000002 10.000000000000002 17 12.999999999999998 12.000000000000002 16.000000000000004 14.999999999999998 19 19 14.999999999999998 10.999999999999998 451 17 10.000000000000002 10.999999999999998 21 58 91 530 105 82 159 11.999999999999998 17 103 5163 17.999999999999996 17 11.999999999999998 12.000000000000002 9.9999999999999982 10.999999999999998 330 51 15.999999999999998 12.999999999999998 14.000000000000002 11.999999999999998 13.999999999999998 12.999999999999998 9.9999999999999982 11.999999999999998 18.000000000000004 11.000000000000002 13.999999999999998 14.000000000000002 9.9999999999999982 13.999999999999998 12.999999999999998 21 15.999999999999998 30 15.999999999999998 14.999999999999998 15.000000000000002 20 9.9999999999999982 18 10.999999999999998 9.9999999999999982 11.999999999999998 14.999999999999998 11.000000000000002 12.999999999999998 11.000000000000002 11.999999999999998 15.999999999999998 9.9999999999999982 129 25 26 51 10.999999999999998 11.999999999999998 30 12.000000000000002 52 16.000000000000004 167 9.9999999999999982 9.9999999999999982 1206 168 15.999999999999998 557 10.000000000000002 13.000000000000002 18 13.999999999999998 9.9999999999999982 11.000000000000002 15.000000000000002 11.999999999999998 10.000000000000002 10.999999999999998 35 10.000000000000002 9.9999999999999982 17 1408 29 27 10.999999999999998 11.999999999999998 12.999999999999998 17 19 10.999999999999998 14.999999999999998 35 9.9999999999999982 9.9999999999999982 9.9999999999999982 24.000000000000004 9.9999999999999982
leaf_count=32 11 11 10 14 15 18 19 11 11 10 17 13 12 16 15 19 19 15 11 451 17 10 11 21 58 91 530 105 82 159 12 17 103 5163 18 17 12 12 10 11 330 51 16 13 14 12 14 13 10 12 18 11 14 14 10 14 13 21 16 30 16 15 15 20 10 18 11 10 12 15 11 13 11 12 16 10 129 25 26 51 11 12 30 12 52 16 167 10 10 1206 168 16 557 10 13 18 14 10 11 15 12 10 11 35 10 10 17 1408 29 27 11 12 13 17 19 11 15 35 10 10 10 24 10
internal_value=0 -3.67185e-05 -0.003107 -0.00386364 -0.00464625 -0.00566741 5.0482e-06 6.98308e-05 0.00194877 -0.000284484 -0.00431266 0.00472744 0.00733977 0.00297365 0.00322227 2.81131e-05 -0.00400677 0.000610544 0.00595119 4.6603e-05 0.000819602 0.000642541 -0.00438396 0.000873127 -1.70067e-05 -0.000698577 -0.00123603 0.000912272 8.16148e-05 0.00160593 -0.00054806 -0.000965475 -0.0010851 1.04892e-05 0.000296505 0.00162395 0.000623239 0.00136893 0.0050473 -0.00092089 -0.00102176 -0.000586163 -0.00240333 -0.000452761 -0.0016723 -0.00771204 -0.00615186 -0.000485384 0.000599762 7.53868e-05 0.000691069 0.00260925 -0.000822002 0.00612122 0.00952653 0.000385879 -1.57134e-05 0.000482818 0.0027801 -5.25054e-06 -0.0015946 -0.00581761 0.00135346 0.00273924 -0.00141706 0.00137868 0.00407812 0.000295295 0.00139886 2.58695e-05 -0.000227198 -0.000111283 -0.00295471 0.00543341 0.000203153 0.00130896 0.00159942 0.00118833 0.00201052 0.00567265 -2.41609e-05 -0.00146697 -0.00280048 -0.000190321 -0.000244727 -0.00152968 -0.00211529 0.00331993 -1.8641e-05 -0.000222835 0.00137454 4.72043e-05 -1.35669e-05 -0.00270503 -0.00411746 -0.00679511 0.00222761 0.00351403 0.0055791 -0.00433496 0.00291853 7.55444e-05 -0.00185841 -0.00350706 -0.00632874 -0.00174456 0.000139721 -6.49267e-05 0.000636789 8.17137e-05 -6.16991e-05 0.000735665 0.00328112 -0.000116806 0.00247388 -0.00284704 -0.000418904 6.47021e-05 -0.00125915 -0.00835788 0.00192263 -0.0035029 0.0010109
internal_weight=0 7807 104 94 80 65 7703 6896 149 83 37 66 40 46 27 6747 30 26 27 6717 510 493 21 472 6207 784 588 196 5423 241 807 540 528 5182 267 96 79 67 22 511 500 381 119 171 79 44 32 45 92 4618 343 151 192 58 28 93 166 153 30 139 64 26 75 50 25 79 22 57 47 4275 1761 1690 71 23 2514 310 300 284 217 77 140 67 55 1667 1642 245 219 26 1397 1219 178 2204 2145 68 52 31 59 47 33 56 23 2077 66 46 31 25 2011 1425 586 48 21 26 25 35 32 53 60 50 21 20 20 42 20
internal_count=12425 7807 104 94 80 65 7703 6896 149 83 37 66 40 46 27 6747 30 26 27 6717 510 493 21 472 6207 784 588 196 5423 241 807 540 528 5182 267 96 79 67 22 511 500 381 119 171 79 44 32 45 92 4618 343 151 192 58 28 93 166 153 30 139 64 26 75 50 25 79 22 57 47 4275 1761 1690 71 23 2514 310 300 284 217 77 140 67 55 1667 1642 245 219 26 1397 1219 178 2204 2145 68 52 31 59 47 33 56 23 2077 66 46 31 25 2011 1425 586 48 21 26 25 35 32 53 60 50 21 20 20 42 20
is_linear=0
shrinkage=0.193739


end of trees

feature_importances:
proportion_gaps=1695
avg_rfdist_parsimony=1535
num_patterns/num_taxa=1493
bollback=1444
proportion_invariant=1420
entropy=1397
num_sites/num_taxa=1347
num_patterns/num_sites=1303
pattern_entropy=1282
proportion_unique_topos_parsimony=256

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l2]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.193739]
[num_leaves: 399]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 9]
[min_data_in_leaf: 10]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.998947]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 4]
[bagging_seed: 3]
[feature_fraction: 0.797095]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 4.85511e-06]
[lambda_l2: 0.789623]
[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: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 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:[]
