tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=1
objective=regression
feature_names=wide_cat num
feature_infos=-1:62:18:5:59:61:73:46:56:63:79:21:74:72:77:1:11:86:91:96:45:55:58:70:37:95:19:14:35:85:90:9:12:25:53:78:47:51:80:3:28:42:93:10:20:26:32:52:68:99:6:33:49:22:34:41:65:67:69:89:16:24:27:43:81:87:38:40:44:57:84:97:7:23:71:92:4:60:64:66:75:76:94:0:15:39:50:36:8:17:82:2:29:30:13:31:48:83:88:98 [-3.3298230010504226:4.6510693358658202]
tree_sizes=1271 1277 1282 1279 1257 1275 1261 1267 1280 1235 1256 1249 1259 1254 1249

Tree=0
num_leaves=12
num_cat=7
split_feature=0 0 0 0 1 1 0 0 0 1 1
split_gain=32874.4 7945.52 7050.44 1566.49 1315.75 1298.07 1131.84 594.553 587.698 534 433.944
threshold=0 1 2 3 0.22048781246322244 -0.09557700171136041 4 5 6 -0.2107921604590284 0.060351577518186622
decision_type=9 9 9 9 2 2 9 9 9 2 2
left_child=1 3 6 -1 -3 8 -2 -7 -4 -5 -8
right_child=2 4 5 9 -6 7 10 -9 -10 -11 -12
leaf_value=1.1299050607031358 -0.26251253109444922 0.45217198769738443 0.26858509179740453 0.70706142499327251 0.61538756451150367 0.4172600297028955 -0.08241926465421634 0.27197931940555176 0.11098365298658824 0.86970717282764354 0.089707900237588178
leaf_weight=183 245 1179 427 339 850 508 316 632 549 499 273
leaf_count=183 245 1179 427 339 850 508 316 632 549 499 273
internal_value=0.404959 0.635126 0.166991 0.862603 0.52049 0.264208 -0.0792004 0.336613 0.179493 0.803436 -0.00194792
internal_weight=0 3050 2950 1021 2029 2116 834 1140 976 838 589
internal_count=6000 3050 2950 1021 2029 2116 834 1140 976 838 589
cat_boundaries=0 4 8 11 14 17 21 25
cat_threshold=564607771 2023981992 3663821907 13 553648137 547356840 33636354 13 138413280 266244 557352 1 8388608 16384 138412096 0 32768 270057476 17826833 603980292 2 269533184 17835025 603980292 2
is_linear=0
shrinkage=1


Tree=1
num_leaves=12
num_cat=7
split_feature=0 0 0 0 0 1 1 0 1 1 0
split_gain=26734.5 6456.94 5679.76 1340.4 1084.22 1079.29 1067.28 563.238 461.087 343.742 337.623
threshold=0 1 2 3 4 -0.040902533296916919 0.39205398972947331 5 -0.14205487551137988 -0.35326149812239621 6
decision_type=9 9 9 9 9 2 2 9 2 2 9
left_child=1 3 4 -1 -2 -3 7 -4 -5 -6 -7
right_child=2 5 6 8 9 10 -8 -9 -10 -11 -12
leaf_value=0.65284573072972507 -0.57262564223745593 0.024062533500052996 -0.10901294162104902 0.26959005971304029 -0.43731379078348304 0.24566515453102056 -0.023108907575086997 -0.23972568241920983 0.41503397935082803 -0.28000977904270485 0.12606981359451633
leaf_weight=183 321 962 661 379 227 386 708 670 513 358 632
leaf_count=183 321 962 661 379 227 386 708 670 513 358 632
internal_value=0 0.20721 -0.214964 0.404471 -0.423263 0.099961 -0.122247 -0.175073 0.352841 -0.340467 0.171783
internal_weight=0 3055 2945 1075 906 1980 2039 1331 892 585 1018
internal_count=6000 3055 2945 1075 906 1980 2039 1331 892 585 1018
cat_boundaries=0 4 8 11 14 17 21 24
cat_threshold=565656347 2023981992 3395386451 13 553648153 547356840 33636354 13 138413280 282628 557352 1 8388608 16384 138412128 0 32768 268484612 17835025 872677892 2 8720384 1476395008 3355451392
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=12
num_cat=7
split_feature=0 0 0 0 1 1 1 0 0 1 0
split_gain=21803 6484.74 3721.07 1511.18 982.473 874.341 485.456 431.337 429.086 362.181 340.943
threshold=0 1 2 3 -0.40868829923879274 -0.19152986536597733 0.45419668490119491 4 5 0.91738162515617938 6
decision_type=9 9 9 9 2 2 2 9 9 2 9
left_child=2 3 8 -2 -3 10 -5 -7 -1 -6 -4
right_child=1 4 5 6 9 7 -8 -9 -10 -11 -12
leaf_value=-0.54396561369663332 0.51168055819140545 -0.039775569363461057 -0.3087104665892465 0.21802925734361708 0.072210283423217822 -0.17517335549714641 0.36455630736040329 -0.047798967675991219 -0.36550901440473704 0.18653736776082305 -0.17572700032184543
leaf_weight=245 359 728 349 629 1009 435 353 688 363 382 460
leaf_count=245 359 728 349 629 1009 435 353 688 363 382 460
internal_value=0 0.163304 -0.222443 0.335346 0.0543211 -0.154355 0.270426 -0.0973367 -0.438195 0.103607 -0.233694
internal_weight=0 3460 2540 1341 2119 1932 982 1123 608 1391 809
internal_count=6000 3460 2540 1341 2119 1932 982 1123 608 1391 809
cat_boundaries=0 4 8 11 14 17 20 23
cat_threshold=3729261796 2266789975 631144872 2 553914393 815792296 33644546 13 138412128 4100 557320 16777217 8388768 16384 1073742976 100943874 9437344 138412096 0 32768 1073742976 2248427522 9437344
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=12
num_cat=7
split_feature=0 0 0 1 0 0 1 0 0 1 1
split_gain=17809.6 4300.15 3762.91 821.568 806.948 787.184 727.487 395.334 383.069 298.547 258.554
threshold=0 1 2 0.48058748533338413 3 4 -0.56612898155528624 5 6 -0.40868829923879274 0.27517769027917377
decision_type=9 9 9 2 9 9 2 9 9 2 2
left_child=1 4 5 7 -1 -2 -4 -3 -8 -6 -7
right_child=2 3 6 -5 9 10 8 -9 -10 -11 -12
leaf_value=0.53702601686767915 -0.45349125405368601 0.11244172380544754 -0.19327044264416757 0.18329987077757098 0.21266669394099155 -0.31703500854580302 0.0013781863669054492 0.005551385689205459 -0.10307721896164633 0.34510121875860561 -0.18132968988846004
leaf_weight=183 367 572 558 649 256 368 611 875 826 508 227
leaf_count=183 367 572 558 649 256 368 611 875 826 508 227
internal_value=0 0.169783 -0.174767 0.0897729 0.34659 -0.337192 -0.0963158 0.0478867 -0.0587345 0.300332 -0.264817
internal_weight=0 3043 2957 2096 947 962 1995 1447 1437 764 595
internal_count=6000 3043 2957 2096 947 962 1995 1447 1437 764 595
cat_boundaries=0 4 8 11 14 17 20 24
cat_threshold=564640539 2023850920 3395386455 13 553648137 10485928 33636354 13 138413280 33837060 557352 1 8388608 16384 138412128 0 557056 331792 2013331456 3355451392 269500420 17957904 872415744 2
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=12
num_cat=7
split_feature=0 0 0 0 1 1 0 0 1 0 1
split_gain=14451.8 4586.06 2267.63 1053.57 736.078 585.801 321.28 298.837 290.434 284.591 283.935
threshold=0 1 2 3 -0.46815624880384837 0.55106361650934166 4 5 -0.50603767449070125 6 0.87665257718786116
decision_type=9 9 9 9 2 2 9 9 2 9 2
left_child=2 3 7 9 -3 6 -4 -1 -5 -2 -6
right_child=1 4 5 8 10 -7 -8 -9 -10 -11 -12
leaf_value=-0.44462541717339338 0.53090804293135974 -0.043342925384038493 -0.23296727586177088 0.1188727753212102 0.0525839242310892 -0.044479413307282924 -0.12905854453502708 -0.29600024639659533 0.24509705232851431 0.34464012740409539 0.14913935613064541
leaf_weight=245 120 723 495 263 1108 528 777 363 594 364 420
leaf_count=245 120 723 495 263 1108 528 777 363 594 364 420
internal_value=0 0.127038 -0.189525 0.273387 0.0397711 -0.132951 -0.169779 -0.356522 0.20612 0.391822 0.079124
internal_weight=0 3592 2408 1341 2251 1800 1272 608 857 484 1528
internal_count=6000 3592 2408 1341 2251 1800 1272 608 857 484 1528
cat_boundaries=0 4 8 11 14 17 20 22
cat_threshold=3729261796 2248964183 631144872 2 553914393 815792296 33644546 13 138412128 4100 557320 16777225 8388776 16384 1073742976 100941826 9437344 138412096 0 32768 1 8388608
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=12
num_cat=7
split_feature=0 0 0 1 0 1 0 0 0 1 1
split_gain=11883.3 2873.39 2497.71 697.864 599.571 523.311 373.862 323.96 293.482 244.326 231.771
threshold=0 1 2 -0.031098721631293697 3 0.12174488981718744 4 5 6 -0.63103525017132489 0.24501724088850305
decision_type=9 9 9 2 9 2 9 9 9 2 2
left_child=1 6 4 8 -2 -4 -1 -5 -3 -6 -8
right_child=2 3 5 7 9 -7 10 -9 -10 -11 -12
leaf_value=0.47825599544304459 -0.36885088812559846 0.090882052701416915 -0.12180109640971143 0.19383090511630816 -0.30343231300809492 -0.015835819402833996 0.23023251557524979 0.089060425628180062 -0.012815215894618341 -0.17321836039175104 0.3582121743096246
leaf_weight=120 367 454 1016 558 201 861 358 640 682 509 234
leaf_count=120 367 454 1016 558 201 861 358 640 682 509 234
internal_value=0 0.138547 -0.142903 0.0848127 -0.264281 -0.0731547 0.314325 0.138096 0.0286959 -0.209786 0.280346
internal_weight=0 3046 2954 2334 1077 1877 712 1198 1136 710 592
internal_count=6000 3046 2954 2334 1077 1877 712 1198 1136 710 592
cat_boundaries=0 4 8 11 14 16 20 24
cat_threshold=564640539 2023981736 3395386455 13 553648137 8388776 81922 8 138413280 33837062 1605928 138412128 0 557056 1 8388608 331792 2015363072 3389005824 5 331792 2015363072 1241522176 5
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=12
num_cat=6
split_feature=0 0 0 0 0 1 1 1 1 0 1
split_gain=9686.26 2329.92 2041.46 590.856 550.462 347.43 304.134 284.403 267.302 266.465 225.312
threshold=0 1 2 3 4 -0.7038990703628466 0.28557827190512941 0.67943179773581186 -0.46815624880384837 5 0.56535864775996147
decision_type=9 9 9 9 9 2 2 2 2 9 2
left_child=1 9 6 10 7 -5 -2 -4 -6 -1 -3
right_child=2 3 4 5 8 -7 -8 -9 -10 -11 -12
leaf_value=0.43082563157909171 -0.32677317919494869 0.11092663968111748 -0.063114199855868414 -0.046613207571289228 -0.20455759189747 0.067609368644117582 -0.19324637079604698 0.049620689356283713 -0.098481159384495448 0.26116805181412373 0.22017522769815781
leaf_weight=120 444 617 848 346 351 1156 277 304 735 530 272
leaf_count=120 444 617 848 346 351 1156 277 304 735 530 272
internal_value=0 0.125302 -0.128796 0.079581 -0.081563 0.0412696 -0.275092 -0.0333358 -0.132643 0.293103 0.14419
internal_weight=0 3041 2959 2391 2238 1502 721 1152 1086 650 889
internal_count=6000 3041 2959 2391 2238 1502 721 1152 1086 650 889
cat_boundaries=0 4 8 11 15 19 21
cat_threshold=565656345 2023981992 3395386455 13 553648137 8388776 16386 8 138412256 4100 557352 266256 941621248 1241587712 5 302039046 18359313 872677888 2 1 8388608
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=12
num_cat=5
split_feature=0 0 0 0 0 1 1 1 1 1 1
split_gain=7878.28 1912.67 1663.16 551.747 528.025 339.508 280.378 250.667 230.522 229.388 179.493
threshold=0 1 2 3 4 -0.77804990605345015 -0.8293563681421412 -0.7038990703628466 0.18068057354514824 -0.74464282071940413 0.90074082514279752
decision_type=9 9 9 9 9 2 2 2 2 2 2
left_child=1 8 3 -2 9 -4 -6 -5 -1 -3 -7
right_child=2 4 5 7 6 10 -8 -9 -10 -11 -12
leaf_value=0.21790048297448658 -0.31533760401826666 0.041108130126973091 -0.13780883787982706 -0.25029833134877155 -0.05369096232410267 -0.046580784780040019 0.056232849542100408 -0.13418618116949049 0.34352351583932578 0.15159293245636513 0.041776903571185652
leaf_weight=324 321 243 345 249 294 995 1101 734 266 829 299
leaf_count=324 321 243 345 249 294 995 1101 734 266 829 299
internal_value=0 0.112415 -0.116765 -0.201039 0.0736576 -0.0496345 0.0330424 -0.163432 0.274073 0.12643 -0.0261643
internal_weight=0 3057 2943 1304 2467 1639 1395 983 590 1072 1294
internal_count=6000 3057 2943 1304 2467 1639 1395 983 590 1072 1294
cat_boundaries=0 4 7 10 13 17
cat_threshold=565680923 2023850920 3663821907 13 553648137 8388776 16386 1212155104 100945926 9994664 138412128 0 32768 331792 941621248 3389071360 13
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=12
num_cat=5
split_feature=0 0 0 0 1 1 1 1 1 1 0
split_gain=6467.11 2009.34 1011.27 518.955 394.038 373.426 228.551 224.574 193.852 190.577 169.005
threshold=0 1 2 3 0.40484021179394747 -0.93812479204370358 0.85993336931273212 0.73127467501219756 -0.2107921604590284 -1.0402412562708687 4
decision_type=9 9 9 9 2 2 2 2 2 2 9
left_child=2 3 8 -2 9 -4 10 -5 -1 -3 -7
right_child=1 4 5 7 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.33389858203056533 0.28509953514569336 -0.069325061999093579 -0.19081828394927175 0.11599433064491332 0.085782823127170643 -0.058711953312173583 -0.0069079245306617109 0.22562709856793225 -0.20459603990356509 0.016524778323038444 -0.13375559586397109
leaf_weight=195 359 333 332 731 761 620 383 251 286 1157 592
leaf_count=195 359 333 332 731 761 620 383 251 286 1157 592
internal_value=0 0.0849916 -0.126774 0.181863 0.0272268 -0.0942814 -0.0742463 0.14387 -0.256483 -0.0026618 -0.0955257
internal_weight=0 3592 2408 1341 2251 1927 1595 982 481 1490 1212
internal_count=6000 3592 2408 1341 2251 1927 1595 982 481 1490 1212
cat_boundaries=0 4 8 11 14 18
cat_threshold=3729261796 2248964183 631144872 2 553914393 815792296 33644546 13 138412128 4096 557064 16777217 8388768 16384 2449997828 2148016209 621150208 2
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=12
num_cat=5
split_feature=0 0 0 1 1 0 0 1 1 1 1
split_gain=5272.91 1278.8 1110.84 347.025 321.168 292.947 263.679 206.587 182.852 158.169 152.596
threshold=0 1 2 1.1075589678846154 0.12174488981718744 3 4 -1.1189825711893662 0.82124447190766126 -1.4338017300466259 -0.77804990605345015
decision_type=9 9 9 2 2 9 9 2 2 2 2
left_child=1 5 6 7 9 -1 -2 -3 -8 -4 -7
right_child=2 3 4 -5 -6 10 8 -9 -10 -11 -12
leaf_value=0.3028879981933405 -0.40249687790870664 -0.049275798296725015 -0.18675617883040471 0.14977263596980539 -0.016652510509752968 0.075716556082620776 -0.2076609067221129 0.046245143786525666 -0.084353492087593268 -0.079546884714363136 0.18432482878035417
leaf_weight=183 59 265 159 292 985 165 562 1555 153 1023 599
leaf_count=183 59 265 159 292 985 165 562 1555 153 1023 599
internal_value=0 0.0919026 -0.095593 0.0485503 -0.0587977 0.188434 -0.198402 0.0323369 -0.181022 -0.0939684 0.160659
internal_weight=0 3059 2941 2112 2167 947 774 1820 715 1182 764
internal_count=6000 3059 2941 2112 2167 947 774 1820 715 1182 764
cat_boundaries=0 4 8 11 14 15
cat_threshold=565656345 2023981736 3395386967 13 553648137 10485928 33636354 13 138412256 266244 557352 1 8388608 16384 64
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=12
num_cat=4
split_feature=0 0 0 0 1 1 1 1 1 1 1
split_gain=4358.13 1411.89 633.844 353.16 300.744 266.043 154.789 152.678 151.642 146.507 131.752
threshold=0 1 2 3 0.70909156780427962 -0.46815624880384837 -1.3725720551304874 0.33519216403082153 0.84639265272602804 -0.2107921604590284 1.3464711322877634
decision_type=9 9 9 9 2 2 2 2 2 2 2
left_child=2 3 9 7 6 -4 -3 -2 -5 -1 -7
right_child=1 4 5 8 -6 10 -8 -9 -10 -11 -12
leaf_value=-0.2926062787364343 0.18064162924885752 -0.082697848586749348 -0.13847548930242309 0.092772382872270173 0.083864724801800933 -0.069501615248613577 0.010795394137921362 0.30647197198867798 0.19172715366189252 -0.17220769728301094 0.029489594976740335
leaf_weight=167 270 199 598 724 569 1109 1608 150 197 256 153
leaf_count=167 270 199 598 724 569 1109 1608 150 197 256 153
internal_value=0 0.0667839 -0.108723 0.148794 0.0204548 -0.0834894 0.000499237 0.225045 0.113815 -0.219223 -0.0575003
internal_weight=0 3717 2283 1341 2376 1860 1807 420 921 423 1262
internal_count=6000 3717 2283 1341 2376 1860 1807 420 921 423 1262
cat_boundaries=0 4 8 11 14
cat_threshold=3729261796 2248964183 27165096 2 553914393 815792296 33644546 13 138412128 4096 557056 16777225 8388768 16384
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=12
num_cat=4
split_feature=0 0 0 0 1 1 1 1 1 1 1
split_gain=3614.18 1127.05 603.848 296.113 230.751 214.8 168.768 156.763 137.75 123.061 110.714
threshold=0 1 2 3 0.41809573649451631 -0.66711056755723397 -0.98855261026455488 -0.67915065912425765 1.3464711322877634 -1.3151192592198571 1.1620316372462898
decision_type=9 9 9 9 2 2 2 2 2 2 2
left_child=2 3 7 -2 9 -4 -5 -1 -7 -3 -8
right_child=1 4 5 6 -6 8 10 -9 -10 -11 -12
leaf_value=0.099763618842698631 -0.25858854374715262 -0.11453678325602884 0.0088726673452589888 -0.20291694875844979 0.023412313244122976 0.076468831729967213 -0.11485893446296902 0.22303748720762681 0.17074300057432626 -0.032068716364283156 -0.018427513027896306
leaf_weight=140 174 209 447 194 783 1199 796 392 178 1348 140
leaf_count=140 174 209 447 194 783 1199 796 392 178 1348 140
internal_value=0 -0.0624037 0.0964964 -0.136879 -0.0208607 0.0690655 -0.117925 0.190239 0.0886553 -0.0431386 -0.100435
internal_weight=0 3644 2356 1304 2340 1824 1130 532 1377 1557 936
internal_count=6000 3644 2356 1304 2340 1824 1130 532 1377 1557 936
cat_boundaries=0 4 7 10 11
cat_threshold=564599065 2023817384 3393283154 13 1212155104 100945926 9994664 553648137 8388776 16384 138412096
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=12
num_cat=5
split_feature=0 0 0 0 1 0 1 1 1 1 1
split_gain=2954.01 692.857 646.825 259.771 233.433 157.37 141.924 128.617 106.76 102.772 99.6306
threshold=0 1 2 3 0.13104135547571158 4 -0.98855261026455488 0.82124447190766126 1.6629461982559008 -0.98855261026455488 -1.3725720551304874
decision_type=9 9 9 9 2 9 2 2 2 2 2
left_child=1 5 7 -4 10 -1 -5 -2 -6 -7 -3
right_child=2 4 3 6 8 9 -8 -9 -10 -11 -12
leaf_value=0.26059872469872486 -0.040023825721505847 -0.050608290212381807 -0.2126719814005906 -0.17518002095731719 0.065141263479832817 0.045579064682264026 -0.084135050373335601 0.032139387719028932 0.15920822071514543 0.15346460836239098 0.026040257027067998
leaf_weight=120 1171 201 245 206 914 108 1014 313 139 484 1085
leaf_count=120 1171 201 245 206 914 108 1014 313 139 484 1085
internal_value=0 0.0689654 -0.0713646 -0.118497 0.0426284 0.155304 -0.0994267 -0.0247867 0.0775585 0.133557 0.0140602
internal_weight=0 3051 2949 1465 2339 712 1220 1484 1053 592 1286
internal_count=6000 3051 2949 1465 2339 712 1220 1484 1053 592 1286
cat_boundaries=0 4 8 12 15 17
cat_threshold=564656923 2023949224 3663819859 13 553648137 8388776 81922 8 2451046404 2165875793 621152772 2 138412096 0 32768 1 8388608
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=12
num_cat=4
split_feature=0 0 0 0 1 1 1 1 1 1 1
split_gain=2457.47 805.615 347.274 232.897 169.281 169.239 157.732 108.017 87.7121 87.6231 82.6462
threshold=0 1 2 3 -0.24095781413218217 0.48981801635507244 0.69478625735882449 0.41809573649451631 1.2592765926477714 -1.3151192592198571 -1.2223732740063402
decision_type=9 9 9 9 2 2 2 2 2 2 2
left_child=2 3 7 -2 -3 9 10 -1 -6 -4 -5
right_child=1 4 5 6 8 -7 -8 -9 -10 -11 -12
leaf_value=0.13087729762087194 -0.23905369869918905 -0.043134778663603809 -0.024591857714647926 -0.1740842848154851 0.0014743464118574868 0.11064776842102222 -0.034556659171357751 0.23807968639991653 0.070140403601019377 0.054758335992266254 -0.098837370809957359
leaf_weight=278 116 902 161 173 1122 561 362 142 223 1026 934
leaf_count=278 116 902 161 173 1122 561 362 142 223 1026 934
internal_value=0 -0.0481402 0.0850564 -0.102717 -0.0096139 0.0653494 -0.0917961 0.166725 0.0128591 0.0439956 -0.110597
internal_weight=0 3832 2168 1585 2247 1748 1469 420 1345 1187 1107
internal_count=6000 3832 2168 1585 2247 1748 1469 420 1345 1187 1107
cat_boundaries=0 4 7 10 11
cat_threshold=562370841 2023817384 3393283090 13 3426747616 2248431622 26771880 16777225 8388768 16384 134217792
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=12
num_cat=6
split_feature=0 0 0 0 1 0 1 1 0 1 1
split_gain=2000.62 501.229 426.014 169.074 147.422 134.044 119.985 117.742 115.011 93.512 73.9705
threshold=0 1 2 3 0.99286701670587552 4 0.78799380952094589 -0.53252728594165732 5 0.52783623700879445 1.4314918343723997
decision_type=9 9 9 9 2 9 2 2 9 2 2
left_child=1 3 5 -1 8 -2 -5 -3 -4 -7 -9
right_child=2 7 4 6 -6 9 -8 10 -10 -11 -12
leaf_value=0.21778780142507281 -0.27051809708277386 -0.015987036533759571 -0.024103980252047106 0.075751418075134053 0.021997451238249515 -0.13811924642258949 0.15460594012969878 0.030596198993374013 -0.074002941619969564 -0.057047059814612146 0.10562332262528823
leaf_weight=120 59 550 946 895 352 455 246 1113 908 207 149
leaf_count=120 59 550 946 895 352 455 246 1113 908 207 149
internal_value=0 0.0563375 -0.0591653 0.104741 -0.037314 -0.125878 0.0926713 0.0226137 -0.048595 -0.112599 0.0394544
internal_weight=0 3073 2927 1261 2206 721 1141 1812 1854 662 1262
internal_count=6000 3073 2927 1261 2206 721 1141 1812 1854 662 1262
cat_boundaries=0 4 8 11 13 14 18
cat_threshold=565696795 2023850408 3395386967 13 553652249 815792296 33644546 13 138412256 4100 557352 1 8388608 64 302522884 17966609 872677376 2
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
wide_cat=86
num=79

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l2]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 15]
[learning_rate: 0.1]
[num_leaves: 12]
[num_threads: 1]
[deterministic: 1]
[force_col_wise: 0]
[force_row_wise: 1]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 5]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 17422]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 7040]
[extra_trees: 0]
[extra_seed: 6516]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[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: 15215]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 5]
[max_cat_threshold: 64]
[cat_l2: 1]
[cat_smooth: 1]
[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: 61]
[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: 0]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 15521]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null
