diff --git "a/metrics/lgbm_predictions.csv" "b/metrics/lgbm_predictions.csv"
new file mode 100644--- /dev/null
+++ "b/metrics/lgbm_predictions.csv"
@@ -0,0 +1,4159 @@
+id,model,h,forecast
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,1,280.4762759331332
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,2,293.96263423559435
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,3,346.71149580710687
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,4,238.3338117252851
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,5,356.62664910965
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,6,305.7725013856445
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,7,231.44205389067002
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,8,137.13655192812357
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,9,154.85537813878761
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,10,235.10790702577262
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,11,248.25720937518946
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,12,352.60051581611776
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,13,289.7798910854764
+CID0_SID0_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,14,255.50995452675238
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,1,483.60737157677335
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,2,568.853177660479
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,3,540.73257987831
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,4,511.52883511026016
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,5,716.6046693200053
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,6,558.4034015910775
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,7,491.18825007436953
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,8,500.82294871512784
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,9,348.5661982796298
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,10,433.3339509689425
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,11,416.5872422862648
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,12,575.8537272523763
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,13,607.0842187215922
+CID0_SID0_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,14,490.69722768807276
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,1,104.08427353669413
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,2,132.63184684090936
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,3,90.98418669036539
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,4,156.1746881744674
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,5,143.93698716427465
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,6,165.95712927074595
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,7,75.2509367849471
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,8,89.80620105847025
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,9,138.89816717947366
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,10,77.64474090340927
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,11,249.9115803174505
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,12,194.5023452502088
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,13,169.94249820805524
+CID0_SID0_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,14,157.5558925670978
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,1,94.35795865337552
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,2,130.33855462426988
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,3,132.45439100863402
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,4,117.46884941684209
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,5,133.79299532227736
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,6,53.9347382988379
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,7,71.34392054016531
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,8,107.45125996585394
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,9,84.87640775243895
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,10,111.85496667957788
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,11,106.37069959603329
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,12,67.84294256020785
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,13,103.70711286322349
+CID0_SID0_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,14,109.58919006179941
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,1,91.64405190046311
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,2,64.98139520756041
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,3,53.31571328287057
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,4,52.73139652602727
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,5,62.065866887362645
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,6,44.578673435747994
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,7,55.31170789682479
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,8,59.95883047428713
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,9,61.683755224830506
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,10,71.9268885730584
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,11,34.01192836364314
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,12,71.38333569497628
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,13,85.54176271482582
+CID0_SID0_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,14,15.31806331802298
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,1,93.02226615099075
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,2,90.60776192221107
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,3,64.55365661604667
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,4,72.34473847971559
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,5,94.69101647955112
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,6,89.10786467039517
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,7,41.1860981259289
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,8,82.43406514988848
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,9,89.12936760264573
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,10,50.68756134524745
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,11,4.920548405203319
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,12,76.95559900785175
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,13,98.10986928033284
+CID0_SID0_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,14,69.7972458550794
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,1,33.90647766449392
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,2,46.62724399752209
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,3,60.85356403381492
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,4,44.751639061960944
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,5,65.77021391254796
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,6,50.43092552711552
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,7,67.52083741565869
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,8,51.0407984553228
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,9,40.652737152047834
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,10,58.363423800501536
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,11,80.58508975900158
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,12,107.47181871414564
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,13,64.42023330246435
+CID0_SID0_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,14,54.461117965521446
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,1,249.90011922250338
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,2,175.18752749107972
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,3,352.9062554731916
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,4,221.23302129853005
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,5,402.61406219634944
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,6,185.08038674792044
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,7,68.27147426333958
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,8,163.83320941190652
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,9,77.52111340835664
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,10,303.5613107644865
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,11,195.988678794495
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,12,302.11475138772914
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,13,254.26088734251974
+CID0_SID0_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,14,200.06705968137695
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,1,29.48872898744756
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,2,19.789077248991205
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,3,38.871124391374664
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,4,43.84802645355257
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,5,52.36235439700071
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,6,49.62988559057481
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,7,44.88229194954616
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,8,39.70024666701925
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,9,30.361995022449715
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,10,29.67738928419322
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,11,55.88353832677735
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,12,40.42551055315602
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,13,61.017304347186816
+CID0_SID0_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,14,29.47146965984451
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,1,96.08542833505379
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,2,67.83346397550949
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,3,106.26835293645665
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,4,104.85331868187656
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,5,135.97967579802463
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,6,113.33962116684535
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,7,24.546600704503856
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,8,55.81218463311269
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,9,111.84699909826796
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,10,53.59061799166731
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,11,83.60436691693789
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,12,75.89565464391367
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,13,128.8465742814272
+CID0_SID0_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,14,110.01031677050983
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,1,65.69084601670852
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,2,43.151992021564936
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,3,41.33780841031811
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,4,48.979037183819855
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,5,84.91194736080149
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,6,52.95389356664999
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,7,56.845739709506354
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,8,51.09819725818102
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,9,51.627084111135325
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,10,23.067512874041256
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,11,58.63252515882132
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,12,52.06010178491331
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,13,97.79515079568881
+CID0_SID0_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,14,57.939222395387766
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,1,52.17430720056906
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,2,52.19033598904743
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,3,38.22522864041606
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,4,65.64594250848619
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,5,120.47968063856686
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,6,80.40983194156736
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,7,50.83133214264697
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,8,73.95327538729028
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,9,51.730488744838425
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,10,58.96857987138616
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,11,75.8457724939264
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,12,73.62045753517202
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,13,130.32279923726998
+CID0_SID0_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,14,69.90744319550721
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,1,75.38756347100447
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,2,113.86142307421363
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,3,102.6775935374048
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,4,78.59085878622028
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,5,131.70813070652255
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,6,105.58000362953877
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,7,47.63728190500239
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,8,94.83018226988548
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,9,94.21508599624005
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,10,53.10743976374295
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,11,83.17562746789356
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,12,76.77144929508952
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,13,115.65313545227
+CID0_SID0_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,14,86.86915245482892
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,46.08548523241558
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,2,41.21172280777425
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,3,21.23644619048668
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,4,60.193457524294544
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,5,65.25448353126623
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,6,59.39611254711461
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,7,28.79494562128018
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,8,47.060766564655225
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,9,37.526643935519445
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,10,41.04813800088435
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,11,59.61915194181705
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,12,51.353195703516505
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,13,91.09465437219926
+CID0_SID0_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,63.27862859550411
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,1,81.3667818289923
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,2,66.97103318379308
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,3,128.0295071235806
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,4,124.68614849977918
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,5,105.63585095255989
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,6,89.3846582716826
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,7,88.17173921567414
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,8,88.28037263937058
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,9,67.00880467741047
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,10,72.4891809786376
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,11,107.3508783147817
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,12,84.92986468640719
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,13,92.06099300017458
+CID0_SID0_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,14,109.22700504642714
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,1,46.99264609311709
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,2,40.34687462625258
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,3,51.22621688769602
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,4,73.82931038628716
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,5,68.8075471778437
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,6,26.695706123136638
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,7,50.070785979545306
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,8,65.64161586845938
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,9,39.919780492371984
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,10,45.49369826008673
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,11,49.31460395914113
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,12,64.37616151661778
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,13,73.73207388230836
+CID0_SID0_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,14,34.3398730924141
+CID0_SID0_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,1,339.49146994640046
+CID0_SID0_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,2,429.4966723694278
+CID0_SID0_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,3,385.4914114227541
+CID0_SID0_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,4,588.2637299748822
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+CID0_SID0_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,7,344.0820790442047
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+CID0_SID0_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,9,297.9092880394759
+CID0_SID0_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,10,432.929163589625
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+CID0_SID0_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,13,550.1131841483757
+CID0_SID0_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,14,421.5224458188999
+CID0_SID0_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,1,53.82477069877411
+CID0_SID0_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,2,104.76806636684837
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+CID0_SID0_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,5,119.04369103197534
+CID0_SID0_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,6,73.87108802935097
+CID0_SID0_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,7,66.22487661168259
+CID0_SID0_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,8,90.9410502254612
+CID0_SID0_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,9,68.2118054791544
+CID0_SID0_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,10,108.18282288730721
+CID0_SID0_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,11,73.45983589041838
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+CID0_SID0_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,14,51.24724071168129
+CID0_SID0_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,1,97.69005884084721
+CID0_SID0_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,2,150.0371289679841
+CID0_SID0_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,3,180.6163830880998
+CID0_SID0_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,4,204.3973311877859
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+CID0_SID0_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,14,129.74232413839746
+CID0_SID0_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,1,21.165823326030303
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+CID0_SID0_PID253_MGID6_CAT110-CAT233-CAT383,lightgbm,1,35.28246549655061
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+CID0_SID0_PID253_MGID6_CAT110-CAT233-CAT383,lightgbm,14,53.92258653221627
+CID0_SID0_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,1,57.457488831765616
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+CID0_SID0_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,14,37.51093567118465
+CID0_SID0_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,1,61.543989606337504
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+CID0_SID0_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,14,53.87747879497225
+CID0_SID0_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,1,75.2629829152754
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+CID0_SID0_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,14,67.67085873767525
+CID0_SID0_PID296_MGID5_CAT116-CAT225-CAT3103,lightgbm,1,127.9250759497015
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+CID0_SID0_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,1,477.42927472109375
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+CID0_SID0_PID310_MGID5_CAT116-CAT225-CAT3105,lightgbm,1,133.0707404794172
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+CID0_SID0_PID310_MGID5_CAT116-CAT225-CAT3105,lightgbm,9,100.71826084206481
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+CID0_SID0_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,1,23.34901934345284
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+CID0_SID0_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,8,28.504645510885023
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+CID0_SID0_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,14,46.9592768844461
+CID0_SID0_PID370_MGID6_CAT124-CAT266-CAT3199,lightgbm,1,38.66822851076019
+CID0_SID0_PID370_MGID6_CAT124-CAT266-CAT3199,lightgbm,2,40.91897129696838
+CID0_SID0_PID370_MGID6_CAT124-CAT266-CAT3199,lightgbm,3,35.7256384242546
+CID0_SID0_PID370_MGID6_CAT124-CAT266-CAT3199,lightgbm,4,52.007114086269965
+CID0_SID0_PID370_MGID6_CAT124-CAT266-CAT3199,lightgbm,5,55.66675172899326
+CID0_SID0_PID370_MGID6_CAT124-CAT266-CAT3199,lightgbm,6,17.94943068025842
+CID0_SID0_PID370_MGID6_CAT124-CAT266-CAT3199,lightgbm,7,35.9636441325208
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+CID0_SID0_PID370_MGID6_CAT124-CAT266-CAT3199,lightgbm,14,35.87640790822302
+CID0_SID0_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,1,79.29956584093775
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+CID0_SID0_PID38_MGID0_CAT15-CAT26-CAT365,lightgbm,1,235.835874328144
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+CID0_SID0_PID411_MGID0_CAT128-CAT272-CAT3218,lightgbm,1,96.05893922120656
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+CID0_SID0_PID419_MGID6_CAT124-CAT251-CAT3153,lightgbm,1,38.82083752727747
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+CID0_SID0_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,1,107.3996468702428
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+CID0_SID0_PID439_MGID6_CAT121-CAT261-CAT316,lightgbm,1,54.59172737970845
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+CID0_SID0_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,1,245.53851905414115
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+CID0_SID0_PID489_MGID6_CAT121-CAT264-CAT3123,lightgbm,1,78.00192758625144
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+CID0_SID0_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,1,66.50636559725947
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+CID0_SID0_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,1,198.85901369653413
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+CID0_SID0_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,1,58.28149691639533
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+CID0_SID0_PID548_MGID3_CAT111-CAT262-CAT3182,lightgbm,1,58.73795872222232
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+CID0_SID0_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,1,61.18911733046329
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+CID0_SID0_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,1,110.92915656444379
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+CID0_SID0_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,1,24.401105227835608
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+CID0_SID0_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,1,212.6844744985756
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+CID0_SID0_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,1,39.99955931004764
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+CID0_SID0_PID631_MGID5_CAT116-CAT225-CAT3103,lightgbm,1,52.24927550383266
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+CID0_SID0_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,1,141.96501813567983
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+CID0_SID0_PID672_MGID6_CAT110-CAT238-CAT3173,lightgbm,1,24.339613431327844
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+CID0_SID0_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,1,35.445761126760765
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+CID0_SID0_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,1,423.88054959100066
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+CID0_SID0_PID699_MGID2_CAT130-CAT275-CAT3191,lightgbm,1,46.809127244041015
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+CID0_SID0_PID6_MGID6_CAT120-CAT250-CAT3170,lightgbm,1,100.50507039062782
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+CID0_SID0_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,1,386.91450432062925
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+CID0_SID0_PID712_MGID6_CAT124-CAT266-CAT3199,lightgbm,1,92.81450705000661
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+CID0_SID0_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,1,40.696791972321705
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+CID0_SID0_PID72_MGID3_CAT125-CAT271-CAT3213,lightgbm,1,56.43852826631342
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+CID0_SID0_PID740_MGID2_CAT129-CAT276-CAT360,lightgbm,1,47.90728525562956
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+CID0_SID0_PID764_MGID5_CAT118-CAT280-CAT3111,lightgbm,1,28.136485675887126
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+CID0_SID0_PID769_MGID6_CAT120-CAT268-CAT3176,lightgbm,1,113.00786349391055
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+CID0_SID0_PID76_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,57.91014224582327
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+CID0_SID0_PID775_MGID6_CAT14-CAT228-CAT3167,lightgbm,1,98.59258589110254
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+CID0_SID0_PID783_MGID5_CAT122-CAT281-CAT356,lightgbm,1,46.156062547184014
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+CID0_SID0_PID796_MGID6_CAT14-CAT228-CAT31,lightgbm,1,80.36697120938197
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+CID0_SID0_PID806_MGID6_CAT121-CAT264-CAT3184,lightgbm,1,30.90474276263923
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+CID0_SID0_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,1,141.97114464077063
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+CID0_SID0_PID834_MGID0_CAT128-CAT272-CAT3154,lightgbm,1,100.39994507931979
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+CID0_SID0_PID834_MGID0_CAT128-CAT272-CAT3154,lightgbm,14,-9.138836699271286
+CID0_SID0_PID843_MGID6_CAT14-CAT228-CAT3167,lightgbm,1,40.684645919900575
+CID0_SID0_PID843_MGID6_CAT14-CAT228-CAT3167,lightgbm,2,32.10935490349255
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+CID0_SID0_PID843_MGID6_CAT14-CAT228-CAT3167,lightgbm,7,60.08105562034495
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+CID0_SID0_PID843_MGID6_CAT14-CAT228-CAT3167,lightgbm,10,35.56180563399221
+CID0_SID0_PID843_MGID6_CAT14-CAT228-CAT3167,lightgbm,11,45.78348647093598
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+CID0_SID0_PID843_MGID6_CAT14-CAT228-CAT3167,lightgbm,14,32.98366418694852
+CID0_SID0_PID90_MGID6_CAT14-CAT253-CAT377,lightgbm,1,233.41414702202997
+CID0_SID0_PID90_MGID6_CAT14-CAT253-CAT377,lightgbm,2,104.71080281663299
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+CID0_SID0_PID90_MGID6_CAT14-CAT253-CAT377,lightgbm,9,45.14814521826858
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+CID0_SID0_PID93_MGID6_CAT121-CAT261-CAT3223,lightgbm,1,32.90613690791116
+CID0_SID0_PID93_MGID6_CAT121-CAT261-CAT3223,lightgbm,2,21.7312565592665
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+CID0_SID0_PID93_MGID6_CAT121-CAT261-CAT3223,lightgbm,7,51.49811866957288
+CID0_SID0_PID93_MGID6_CAT121-CAT261-CAT3223,lightgbm,8,38.428857384654464
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+CID0_SID0_PID93_MGID6_CAT121-CAT261-CAT3223,lightgbm,14,25.822573013813827
+CID0_SID12_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,1,44.187134235348935
+CID0_SID12_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,2,60.56328697956199
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+CID0_SID12_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,14,22.083643860911188
+CID0_SID12_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,1,58.06727423422816
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+CID0_SID12_PID768_MGID0_CAT15-CAT25-CAT36,lightgbm,1,34.999781023014535
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+CID0_SID18_PID362_MGID1_CAT17-CAT217-CAT351,lightgbm,1,102.35936020908278
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+CID0_SID18_PID536_MGID0_CAT15-CAT26-CAT365,lightgbm,1,115.76520330722069
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+CID0_SID18_PID536_MGID0_CAT15-CAT26-CAT365,lightgbm,14,119.59766734181662
+CID0_SID18_PID830_MGID1_CAT17-CAT216-CAT344,lightgbm,1,2.555346836764757
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+CID0_SID18_PID830_MGID1_CAT17-CAT216-CAT344,lightgbm,14,72.2944422095166
+CID0_SID19_PID768_MGID0_CAT15-CAT25-CAT36,lightgbm,1,59.64269490486907
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+CID0_SID19_PID768_MGID0_CAT15-CAT25-CAT36,lightgbm,14,68.22306440100797
+CID0_SID1_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,1,518.3007287780595
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+CID0_SID1_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,14,664.039946578396
+CID0_SID1_PID108_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,78.4313550994288
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+CID0_SID1_PID108_MGID6_CAT18-CAT229-CAT3113,lightgbm,6,10.397340748227139
+CID0_SID1_PID108_MGID6_CAT18-CAT229-CAT3113,lightgbm,7,77.38703558755395
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+CID0_SID1_PID108_MGID6_CAT18-CAT229-CAT3113,lightgbm,9,44.459199628786344
+CID0_SID1_PID108_MGID6_CAT18-CAT229-CAT3113,lightgbm,10,22.770969295622077
+CID0_SID1_PID108_MGID6_CAT18-CAT229-CAT3113,lightgbm,11,1.4573128226938472
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+CID0_SID1_PID108_MGID6_CAT18-CAT229-CAT3113,lightgbm,13,35.90102448880457
+CID0_SID1_PID108_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,31.653383043580376
+CID0_SID1_PID110_MGID2_CAT131-CAT279-CAT3121,lightgbm,1,56.57879348003008
+CID0_SID1_PID110_MGID2_CAT131-CAT279-CAT3121,lightgbm,2,52.89744104184086
+CID0_SID1_PID110_MGID2_CAT131-CAT279-CAT3121,lightgbm,3,42.924559377500756
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+CID0_SID1_PID110_MGID2_CAT131-CAT279-CAT3121,lightgbm,5,63.33740054631645
+CID0_SID1_PID110_MGID2_CAT131-CAT279-CAT3121,lightgbm,6,48.0617271238473
+CID0_SID1_PID110_MGID2_CAT131-CAT279-CAT3121,lightgbm,7,68.4780857300358
+CID0_SID1_PID110_MGID2_CAT131-CAT279-CAT3121,lightgbm,8,50.89910678485333
+CID0_SID1_PID110_MGID2_CAT131-CAT279-CAT3121,lightgbm,9,41.61604908641259
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+CID0_SID1_PID110_MGID2_CAT131-CAT279-CAT3121,lightgbm,13,38.13929220276971
+CID0_SID1_PID110_MGID2_CAT131-CAT279-CAT3121,lightgbm,14,42.71300419539927
+CID0_SID1_PID114_MGID6_CAT110-CAT233-CAT372,lightgbm,1,164.99861717706352
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+CID0_SID1_PID114_MGID6_CAT110-CAT233-CAT372,lightgbm,14,199.38172819647173
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,1,452.23591085346027
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,2,555.7075811340861
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,3,531.8433670038468
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,4,454.4731346770075
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,5,644.7103092472826
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,6,522.6542026844851
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,7,478.7965086247291
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,8,475.6747600385856
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,9,337.2000060370222
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,10,398.7952911137193
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,11,415.47166575333466
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,12,521.9698881918833
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,13,545.6766031351586
+CID0_SID1_PID117_MGID6_CAT14-CAT228-CAT31,lightgbm,14,479.88865055764654
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,1,204.8061096419649
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,2,73.14675736744367
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,3,121.26481481767779
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+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,5,125.62685342817274
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,6,192.8497081690821
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,7,124.5306420339333
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,8,105.08810380459076
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,9,127.8487782263406
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,10,72.80585050940682
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,11,259.4529039102823
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,12,183.03358307019715
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,13,220.68529046567596
+CID0_SID1_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,14,172.05282017106393
+CID0_SID1_PID121_MGID2_CAT130-CAT274-CAT3195,lightgbm,1,85.58889857473916
+CID0_SID1_PID121_MGID2_CAT130-CAT274-CAT3195,lightgbm,2,57.153356984915355
+CID0_SID1_PID121_MGID2_CAT130-CAT274-CAT3195,lightgbm,3,58.82556839110257
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+CID0_SID1_PID121_MGID2_CAT130-CAT274-CAT3195,lightgbm,6,33.11744499271301
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+CID0_SID1_PID121_MGID2_CAT130-CAT274-CAT3195,lightgbm,12,47.18599882348738
+CID0_SID1_PID121_MGID2_CAT130-CAT274-CAT3195,lightgbm,13,79.17889644832432
+CID0_SID1_PID121_MGID2_CAT130-CAT274-CAT3195,lightgbm,14,43.64851649878575
+CID0_SID1_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,1,370.93541419773754
+CID0_SID1_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,2,310.1139551784526
+CID0_SID1_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,3,371.27275213927106
+CID0_SID1_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,4,312.577476029889
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+CID0_SID1_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,7,298.96569312260226
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+CID0_SID1_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,9,207.31808557496774
+CID0_SID1_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,10,289.97920727360497
+CID0_SID1_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,11,291.1872927478684
+CID0_SID1_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,12,515.6678962182679
+CID0_SID1_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,13,394.7049779668429
+CID0_SID1_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,14,337.59886393975114
+CID0_SID1_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,1,90.88981005641284
+CID0_SID1_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,2,94.36683984115619
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+CID0_SID1_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,14,52.356980123324774
+CID0_SID1_PID133_MGID2_CAT131-CAT277-CAT373,lightgbm,1,73.85063540761128
+CID0_SID1_PID133_MGID2_CAT131-CAT277-CAT373,lightgbm,2,59.94944060342078
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+CID0_SID1_PID133_MGID2_CAT131-CAT277-CAT373,lightgbm,14,42.86257641382714
+CID0_SID1_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,1,51.00056322912436
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+CID0_SID1_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,14,48.69273177764373
+CID0_SID1_PID138_MGID4_CAT127-CAT237-CAT3126,lightgbm,1,70.06966347947284
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+CID0_SID1_PID138_MGID4_CAT127-CAT237-CAT3126,lightgbm,14,56.141894946556235
+CID0_SID1_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,1,110.39363027309099
+CID0_SID1_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,2,116.24487628103186
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+CID0_SID1_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,14,59.456863102555666
+CID0_SID1_PID151_MGID2_CAT131-CAT279-CAT3158,lightgbm,1,41.464192301137636
+CID0_SID1_PID151_MGID2_CAT131-CAT279-CAT3158,lightgbm,2,61.70367198292825
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+CID0_SID1_PID151_MGID2_CAT131-CAT279-CAT3158,lightgbm,9,49.56157597071342
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+CID0_SID1_PID151_MGID2_CAT131-CAT279-CAT3158,lightgbm,14,44.813519955345974
+CID0_SID1_PID166_MGID6_CAT120-CAT250-CAT359,lightgbm,1,366.42867513295096
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+CID0_SID1_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,24.50902007999866
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+CID0_SID1_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,59.319805519671725
+CID0_SID1_PID17_MGID6_CAT120-CAT258-CAT3172,lightgbm,1,59.16198485139653
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+CID0_SID1_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,1,31.52797290370756
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+CID0_SID1_PID18_MGID6_CAT14-CAT228-CAT3142,lightgbm,14,85.32105099927209
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,1,150.39144768419672
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,2,71.40406082904319
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,3,122.86141443413695
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,4,158.07714035862853
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,5,128.61946706375795
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,6,188.55561718677
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,7,177.96755493945568
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,8,47.771059543076895
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,9,177.90719876649771
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,10,41.13285754246657
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,11,122.31343478675227
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,12,181.11279577162605
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,13,148.44590153320033
+CID0_SID1_PID190_MGID6_CAT14-CAT228-CAT3131,lightgbm,14,109.49737407403504
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,1,116.50028133942142
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,2,112.20473887267448
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,3,116.40918654558656
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,4,139.0243219666465
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,5,171.83489076852152
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,6,137.5530560609418
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,7,111.80211615313819
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,8,102.31224578250311
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,9,61.867709858989336
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,10,64.13783428435478
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,11,116.40254257729337
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,12,113.2508885918512
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,13,136.00725702448653
+CID0_SID1_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,14,134.51760400406565
+CID0_SID1_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,1,-0.2651251859591772
+CID0_SID1_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,2,153.4768302572855
+CID0_SID1_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,3,84.40525362568229
+CID0_SID1_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,4,104.11052984629998
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+CID0_SID1_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,9,161.83497240992975
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+CID0_SID1_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,12,108.90744461791702
+CID0_SID1_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,13,144.107073311708
+CID0_SID1_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,14,160.59582412370182
+CID0_SID1_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,45.78434744134012
+CID0_SID1_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,2,27.02741017731811
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+CID0_SID1_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,13,67.54100832793553
+CID0_SID1_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,29.395318438202924
+CID0_SID1_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,89.64397166506981
+CID0_SID1_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,2,96.56871105575969
+CID0_SID1_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,3,150.1520182806547
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+CID0_SID1_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,137.0121661963458
+CID0_SID1_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,1,128.65005072993907
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+CID0_SID1_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,14,132.12424400619173
+CID0_SID1_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,1,57.57702340208618
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+CID0_SID1_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,14,9.475535852597178
+CID0_SID1_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,1,63.698411432143644
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+CID0_SID1_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,4,110.93121578850212
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+CID0_SID1_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,6,73.43825278734556
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+CID0_SID1_PID214_MGID6_CAT18-CAT28-CAT39,lightgbm,14,63.51230994016065
+CID0_SID1_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,1,518.3032801652388
+CID0_SID1_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,2,495.28741267706255
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+CID0_SID1_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,4,617.7449635958836
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+CID0_SID1_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,14,584.4938997346333
+CID0_SID1_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,1,54.2116780070298
+CID0_SID1_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,2,84.20758385039338
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+CID0_SID1_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,4,102.09059352956181
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+CID0_SID1_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,12,74.69586936732064
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+CID0_SID1_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,14,74.75669323359872
+CID0_SID1_PID219_MGID6_CAT18-CAT229-CAT3114,lightgbm,1,39.51022814954906
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+CID0_SID1_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,66.62706808909174
+CID0_SID1_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,1,47.670394810982906
+CID0_SID1_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,2,61.13591239942633
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+CID0_SID1_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,14,21.387619019471177
+CID0_SID1_PID247_MGID5_CAT116-CAT225-CAT394,lightgbm,1,58.110439287561334
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+CID0_SID1_PID247_MGID5_CAT116-CAT225-CAT394,lightgbm,6,69.41865447052237
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+CID0_SID1_PID249_MGID5_CAT116-CAT225-CAT3103,lightgbm,1,50.30455938805699
+CID0_SID1_PID249_MGID5_CAT116-CAT225-CAT3103,lightgbm,2,64.50148208468353
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+CID0_SID1_PID249_MGID5_CAT116-CAT225-CAT3103,lightgbm,6,37.816566965689
+CID0_SID1_PID249_MGID5_CAT116-CAT225-CAT3103,lightgbm,7,29.631108388957635
+CID0_SID1_PID249_MGID5_CAT116-CAT225-CAT3103,lightgbm,8,50.83510881735134
+CID0_SID1_PID249_MGID5_CAT116-CAT225-CAT3103,lightgbm,9,35.48645892401679
+CID0_SID1_PID249_MGID5_CAT116-CAT225-CAT3103,lightgbm,10,38.179519497723604
+CID0_SID1_PID249_MGID5_CAT116-CAT225-CAT3103,lightgbm,11,57.44242150908656
+CID0_SID1_PID249_MGID5_CAT116-CAT225-CAT3103,lightgbm,12,38.88641653066763
+CID0_SID1_PID249_MGID5_CAT116-CAT225-CAT3103,lightgbm,13,62.21374604365705
+CID0_SID1_PID249_MGID5_CAT116-CAT225-CAT3103,lightgbm,14,33.57862954396376
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,1,36.70805407819152
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,2,44.53421815715978
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,3,89.67167083138288
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,4,59.08929657174254
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,5,69.01315808000494
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,6,91.71516572493661
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,7,43.280464627954274
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,8,93.94150560668268
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,9,55.14052819553078
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,10,61.37613762831102
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,11,45.13026538689928
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,12,77.34326847828429
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,13,76.07589132455304
+CID0_SID1_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,14,111.0502040740886
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,1,27.11395353162414
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,2,17.043159170831057
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,3,56.3128971064119
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,4,38.18519889338247
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,5,51.0103586877237
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,6,31.286127202686632
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,7,27.655515161686036
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,8,29.670942816456716
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,9,51.40405908464397
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,10,42.585948364740084
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,11,59.07314562294566
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,12,67.11247888365749
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,13,53.10990999991325
+CID0_SID1_PID258_MGID2_CAT131-CAT279-CAT3121,lightgbm,14,54.599747920872346
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,1,97.1424869155732
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,2,91.69764670910001
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,3,82.28387772795806
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,4,59.21281013235403
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,5,100.45058745911356
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,6,91.98733507662274
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,7,80.0164079796134
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,8,97.01362378890164
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,9,50.9299267402474
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,10,60.09287757938247
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,11,56.74868491305232
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,12,49.28040856063547
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,13,126.5594052429836
+CID0_SID1_PID259_MGID6_CAT121-CAT264-CAT3123,lightgbm,14,67.52909293599761
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,1,74.97914857140546
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,2,63.45854950731754
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,3,123.03653900878567
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,4,125.41333087742007
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,5,117.34714631780882
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,6,66.04002353456315
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,7,79.25415877843612
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,8,128.08836914360884
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,9,71.50095505360504
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,10,94.80110001201845
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,11,114.1122241582557
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,12,88.36148444517215
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,13,115.75096938761288
+CID0_SID1_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,14,41.962252595396485
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,1,17.53812488823641
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,2,31.6253266398882
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,3,29.668451394665137
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,4,31.26780550080598
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,5,44.676973737336105
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,6,11.13693122523684
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,7,40.86333507511149
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,8,33.41912457436125
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,9,30.782199208362332
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,10,22.829966907591654
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,11,42.12584238095919
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,12,25.015622515540453
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,13,68.37911176323149
+CID0_SID1_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,14,36.998490477787435
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,1,33.93554622647643
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,2,21.58618914773278
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,3,37.925639084911225
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,4,54.224492649904924
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,5,80.09214270158691
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,6,33.74380941857043
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,7,60.75604121971126
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,8,30.688252622885965
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,9,50.7772323225819
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,10,35.07010981068387
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,11,45.88094947954917
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,12,47.31256749430867
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,13,76.69422365651269
+CID0_SID1_PID285_MGID6_CAT124-CAT251-CAT3203,lightgbm,14,29.465683999523826
+CID0_SID1_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,1,110.31243822596328
+CID0_SID1_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,2,176.98942936758846
+CID0_SID1_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,3,141.10459663200584
+CID0_SID1_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,4,232.34188508362976
+CID0_SID1_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,5,234.3321465051265
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+CID0_SID1_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,7,173.39071493620824
+CID0_SID1_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,8,57.55158584926113
+CID0_SID1_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,9,194.38641722286815
+CID0_SID1_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,10,138.0440017201475
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+CID0_SID1_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,13,283.5636791363344
+CID0_SID1_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,14,151.96057992411082
+CID0_SID1_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,1,91.08240075477204
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+CID0_SID1_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,4,161.5918001794421
+CID0_SID1_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,5,114.06863787852437
+CID0_SID1_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,6,120.23635073987332
+CID0_SID1_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,7,81.60959071288585
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+CID0_SID1_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,9,153.99506575983375
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+CID0_SID1_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,14,121.96668003888662
+CID0_SID1_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,1,430.85098481164374
+CID0_SID1_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,2,483.04175622131766
+CID0_SID1_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,3,419.49816290626796
+CID0_SID1_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,4,380.6795829457179
+CID0_SID1_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,5,619.1626726689249
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+CID0_SID1_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,7,446.80719986390784
+CID0_SID1_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,8,523.4544968052953
+CID0_SID1_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,9,343.23133765728005
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+CID0_SID1_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,14,501.7207321972587
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,1,52.193466753791846
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,2,44.28430165651138
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,3,59.272971203112384
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,4,38.84105771262491
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,5,71.70123456036838
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,6,54.752752402912215
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,7,60.68255696175492
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,8,48.015310807239366
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,9,43.87767174160842
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,10,48.95671062197073
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,11,41.61274934030745
+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,12,40.849466632645786
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+CID0_SID1_PID293_MGID5_CAT116-CAT227-CAT3100,lightgbm,14,45.00319455142102
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,1,30.69023186684946
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,2,51.97520500390545
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,3,24.958166680744355
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,4,44.25268914422406
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,5,49.46025351530659
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,6,32.34690045689793
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,7,31.608739175838735
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,8,30.461908012507774
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,9,35.05030506948289
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,10,37.68707038839297
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+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,12,55.29594864934058
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,13,52.843169993929735
+CID0_SID1_PID295_MGID5_CAT116-CAT225-CAT3106,lightgbm,14,54.47596894069608
+CID0_SID1_PID296_MGID5_CAT116-CAT225-CAT3103,lightgbm,1,183.45333165793744
+CID0_SID1_PID296_MGID5_CAT116-CAT225-CAT3103,lightgbm,2,136.48805968920368
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+CID0_SID1_PID296_MGID5_CAT116-CAT225-CAT3103,lightgbm,4,251.30849632544016
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+CID0_SID1_PID296_MGID5_CAT116-CAT225-CAT3103,lightgbm,6,200.2334206317453
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+CID0_SID1_PID296_MGID5_CAT116-CAT225-CAT3103,lightgbm,8,149.89421088427576
+CID0_SID1_PID296_MGID5_CAT116-CAT225-CAT3103,lightgbm,9,156.19243836345618
+CID0_SID1_PID296_MGID5_CAT116-CAT225-CAT3103,lightgbm,10,97.14436149552941
+CID0_SID1_PID296_MGID5_CAT116-CAT225-CAT3103,lightgbm,11,143.78926572736657
+CID0_SID1_PID296_MGID5_CAT116-CAT225-CAT3103,lightgbm,12,106.77639241719498
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+CID0_SID1_PID296_MGID5_CAT116-CAT225-CAT3103,lightgbm,14,218.65893106811862
+CID0_SID1_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,1,509.43569617839955
+CID0_SID1_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,2,544.4357359400594
+CID0_SID1_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,3,538.4865428468271
+CID0_SID1_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,4,552.213443308562
+CID0_SID1_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,5,654.7076894673145
+CID0_SID1_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,6,547.408422714076
+CID0_SID1_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,7,418.7659827578748
+CID0_SID1_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,8,404.74717274354555
+CID0_SID1_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,9,306.8574558146637
+CID0_SID1_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,10,410.73388529555683
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+CID0_SID1_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,14,473.74071516752065
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,1,28.55604395926529
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,2,56.62215138539228
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,3,29.06129326174532
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,4,60.20088333825695
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,5,69.53692151257424
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,6,47.63526013106314
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,7,35.180242117956986
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,8,29.59766574443999
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,9,37.38263574916025
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,10,41.788711809612316
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,11,85.39322020357069
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,12,66.87061027936002
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,13,112.27754879098141
+CID0_SID1_PID304_MGID2_CAT131-CAT279-CAT3227,lightgbm,14,36.84662110064277
+CID0_SID1_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,1,42.094014254388476
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+CID0_SID1_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,14,65.2084589500225
+CID0_SID1_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,1,48.408475265989814
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+CID0_SID1_PID362_MGID1_CAT17-CAT217-CAT351,lightgbm,1,61.43788429660204
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+CID0_SID1_PID366_MGID5_CAT116-CAT225-CAT3103,lightgbm,1,35.97085741837531
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+CID0_SID1_PID368_MGID5_CAT118-CAT280-CAT3112,lightgbm,1,32.352941237266286
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+CID0_SID1_PID370_MGID6_CAT124-CAT266-CAT3199,lightgbm,1,113.26767367167791
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+CID0_SID1_PID373_MGID2_CAT131-CAT279-CAT322,lightgbm,1,67.7529907092734
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+CID0_SID1_PID374_MGID5_CAT118-CAT245-CAT393,lightgbm,1,52.52231506319717
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+CID0_SID1_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,1,96.86175492585028
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+CID0_SID1_PID381_MGID0_CAT128-CAT23-CAT37,lightgbm,1,54.086001884411445
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+CID0_SID1_PID38_MGID0_CAT15-CAT26-CAT365,lightgbm,1,261.116217673511
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+CID0_SID1_PID411_MGID0_CAT128-CAT272-CAT3218,lightgbm,1,83.21968229219821
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+CID0_SID1_PID415_MGID1_CAT17-CAT217-CAT342,lightgbm,1,63.09081879003504
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+CID0_SID1_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,1,156.62270726429506
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+CID0_SID1_PID424_MGID5_CAT116-CAT227-CAT397,lightgbm,1,34.70655722347574
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+CID0_SID1_PID424_MGID5_CAT116-CAT227-CAT397,lightgbm,7,39.085691717619746
+CID0_SID1_PID424_MGID5_CAT116-CAT227-CAT397,lightgbm,8,67.52285178128248
+CID0_SID1_PID424_MGID5_CAT116-CAT227-CAT397,lightgbm,9,32.968285863203754
+CID0_SID1_PID424_MGID5_CAT116-CAT227-CAT397,lightgbm,10,46.47217251681973
+CID0_SID1_PID424_MGID5_CAT116-CAT227-CAT397,lightgbm,11,63.19807369644997
+CID0_SID1_PID424_MGID5_CAT116-CAT227-CAT397,lightgbm,12,89.66561811411445
+CID0_SID1_PID424_MGID5_CAT116-CAT227-CAT397,lightgbm,13,74.02682022938912
+CID0_SID1_PID424_MGID5_CAT116-CAT227-CAT397,lightgbm,14,61.66753350274456
+CID0_SID1_PID439_MGID6_CAT121-CAT261-CAT316,lightgbm,1,96.83432143791293
+CID0_SID1_PID439_MGID6_CAT121-CAT261-CAT316,lightgbm,2,81.397018351705
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+CID0_SID1_PID439_MGID6_CAT121-CAT261-CAT316,lightgbm,8,140.77541028762397
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+CID0_SID1_PID439_MGID6_CAT121-CAT261-CAT316,lightgbm,14,126.28804109933432
+CID0_SID1_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,1,84.15518720703906
+CID0_SID1_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,2,59.348841882393124
+CID0_SID1_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,3,75.89740031714325
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+CID0_SID1_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,9,38.29483483910478
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+CID0_SID1_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,12,88.49051108175985
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+CID0_SID1_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,14,46.25210011963628
+CID0_SID1_PID470_MGID5_CAT116-CAT225-CAT3101,lightgbm,1,50.955472848561655
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+CID0_SID1_PID470_MGID5_CAT116-CAT225-CAT3101,lightgbm,10,28.86987997857613
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+CID0_SID1_PID470_MGID5_CAT116-CAT225-CAT3101,lightgbm,14,27.665650515689915
+CID0_SID1_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,1,246.7315777921729
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+CID0_SID1_PID487_MGID3_CAT111-CAT262-CAT3182,lightgbm,1,34.78853607751287
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+CID0_SID1_PID489_MGID6_CAT121-CAT264-CAT3123,lightgbm,1,126.54599145051894
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+CID0_SID1_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,1,73.61907843379338
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+CID0_SID1_PID499_MGID6_CAT120-CAT268-CAT318,lightgbm,1,30.017738677095736
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+CID0_SID1_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,1,351.5636146886168
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+CID0_SID1_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,1,122.17722670953403
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+CID0_SID1_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,1,96.49609734465403
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+CID0_SID1_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,1,22.134083726797336
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+CID0_SID1_PID563_MGID5_CAT116-CAT225-CAT3105,lightgbm,1,3.9295403453146625
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+CID0_SID1_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,1,59.53667548533468
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+CID0_SID1_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,1,79.74902051483456
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+CID0_SID1_PID592_MGID5_CAT115-CAT243-CAT311,lightgbm,1,56.732176636728454
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+CID0_SID1_PID596_MGID2_CAT129-CAT276-CAT360,lightgbm,1,170.15397192969243
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+CID0_SID1_PID596_MGID2_CAT129-CAT276-CAT360,lightgbm,14,-16.355476927470008
+CID0_SID1_PID60_MGID6_CAT121-CAT261-CAT3224,lightgbm,1,34.29942302309238
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+CID0_SID1_PID627_MGID4_CAT113-CAT21-CAT3214,lightgbm,1,31.234246497603472
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+CID0_SID1_PID62_MGID0_CAT128-CAT252-CAT361,lightgbm,1,42.764878352076984
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+CID0_SID1_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,1,54.25695012073687
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+CID0_SID1_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,1,81.19939613640467
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+CID0_SID1_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,1,46.21210553665076
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+CID0_SID1_PID636_MGID5_CAT116-CAT225-CAT3106,lightgbm,1,48.99416176485833
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+CID0_SID1_PID63_MGID0_CAT128-CAT252-CAT3169,lightgbm,1,26.39426829387381
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+CID0_SID1_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,1,154.47021503493715
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+CID0_SID1_PID653_MGID1_CAT17-CAT217-CAT354,lightgbm,1,31.376240052671072
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+CID0_SID1_PID653_MGID1_CAT17-CAT217-CAT354,lightgbm,14,48.97991141084656
+CID0_SID1_PID663_MGID6_CAT110-CAT233-CAT3186,lightgbm,1,24.466819223590473
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+CID0_SID1_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,1,58.29212554777886
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+CID0_SID1_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,1,131.13070260020277
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+CID0_SID1_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,1,518.3032801652388
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+CID0_SID1_PID6_MGID6_CAT120-CAT250-CAT3170,lightgbm,1,104.53983308636197
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+CID0_SID1_PID706_MGID4_CAT127-CAT20-CAT30,lightgbm,1,43.130155997385124
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+CID0_SID1_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,1,442.0595416174055
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+CID0_SID1_PID711_MGID4_CAT127-CAT237-CAT3126,lightgbm,1,72.47084942281033
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+CID0_SID1_PID717_MGID5_CAT116-CAT225-CAT3103,lightgbm,1,81.45558010477129
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+CID0_SID1_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,1,60.22967133130526
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+CID0_SID1_PID738_MGID6_CAT14-CAT228-CAT381,lightgbm,1,43.924980363218175
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+CID0_SID1_PID740_MGID2_CAT129-CAT276-CAT360,lightgbm,1,53.430020878557286
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+CID0_SID1_PID74_MGID6_CAT121-CAT261-CAT316,lightgbm,1,53.14420703052731
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+CID0_SID1_PID764_MGID5_CAT118-CAT280-CAT3111,lightgbm,1,71.1248332504235
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+CID0_SID1_PID765_MGID5_CAT118-CAT280-CAT3112,lightgbm,1,48.1435279901838
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+CID0_SID1_PID768_MGID0_CAT15-CAT25-CAT36,lightgbm,1,37.43213203993476
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+CID0_SID1_PID769_MGID6_CAT120-CAT268-CAT3176,lightgbm,1,146.1804370601195
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+CID0_SID1_PID76_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,137.43608693230365
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+CID0_SID1_PID775_MGID6_CAT14-CAT228-CAT3167,lightgbm,1,480.33748147434306
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+CID0_SID1_PID783_MGID5_CAT122-CAT281-CAT356,lightgbm,1,265.8365028888574
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+CID0_SID1_PID793_MGID3_CAT114-CAT240-CAT3146,lightgbm,1,65.50527471111494
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+CID0_SID1_PID796_MGID6_CAT14-CAT228-CAT31,lightgbm,1,179.26110950154342
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+CID0_SID1_PID7_MGID2_CAT131-CAT279-CAT3228,lightgbm,1,43.51646152732184
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+CID0_SID1_PID806_MGID6_CAT121-CAT264-CAT3184,lightgbm,1,68.17667958117377
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+CID0_SID1_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,1,171.00608351710375
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+CID0_SID1_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,5,151.00026836861144
+CID0_SID1_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,6,195.6870902858222
+CID0_SID1_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,7,183.0720356729564
+CID0_SID1_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,8,72.83601889497592
+CID0_SID1_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,9,142.20556329634184
+CID0_SID1_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,10,85.41963869719793
+CID0_SID1_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,11,98.04153615458445
+CID0_SID1_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,12,119.71686134977638
+CID0_SID1_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,13,169.36051786962207
+CID0_SID1_PID810_MGID6_CAT14-CAT228-CAT3168,lightgbm,14,170.67095771862603
+CID0_SID1_PID816_MGID4_CAT127-CAT20-CAT30,lightgbm,1,49.21698095752028
+CID0_SID1_PID816_MGID4_CAT127-CAT20-CAT30,lightgbm,2,49.15367295216951
+CID0_SID1_PID816_MGID4_CAT127-CAT20-CAT30,lightgbm,3,32.49394745714132
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+CID0_SID1_PID816_MGID4_CAT127-CAT20-CAT30,lightgbm,5,50.53755983087356
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+CID0_SID1_PID816_MGID4_CAT127-CAT20-CAT30,lightgbm,14,47.00497883298702
+CID0_SID1_PID822_MGID6_CAT120-CAT250-CAT3183,lightgbm,1,62.996651619297424
+CID0_SID1_PID822_MGID6_CAT120-CAT250-CAT3183,lightgbm,2,30.814394458861017
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+CID0_SID1_PID822_MGID6_CAT120-CAT250-CAT3183,lightgbm,14,66.58459405515372
+CID0_SID1_PID829_MGID3_CAT111-CAT235-CAT371,lightgbm,1,36.35704938717359
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+CID0_SID1_PID829_MGID3_CAT111-CAT235-CAT371,lightgbm,14,38.22276131508506
+CID0_SID1_PID830_MGID1_CAT17-CAT216-CAT344,lightgbm,1,-13.154796843569896
+CID0_SID1_PID830_MGID1_CAT17-CAT216-CAT344,lightgbm,2,-26.771208330291845
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+CID0_SID1_PID834_MGID0_CAT128-CAT272-CAT3154,lightgbm,1,271.67092061247996
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+CID0_SID1_PID841_MGID2_CAT10-CAT213-CAT327,lightgbm,1,73.89445963743522
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+CID0_SID1_PID841_MGID2_CAT10-CAT213-CAT327,lightgbm,14,29.28980177265273
+CID0_SID1_PID843_MGID6_CAT14-CAT228-CAT3167,lightgbm,1,85.52339058454136
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+CID0_SID1_PID843_MGID6_CAT14-CAT228-CAT3167,lightgbm,14,79.70925391915434
+CID0_SID1_PID847_MGID6_CAT120-CAT250-CAT3229,lightgbm,1,73.10794624327494
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+CID0_SID1_PID858_MGID5_CAT115-CAT243-CAT311,lightgbm,1,103.51536501422599
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+CID0_SID1_PID858_MGID5_CAT115-CAT243-CAT311,lightgbm,14,130.12016984768002
+CID0_SID1_PID90_MGID6_CAT14-CAT253-CAT377,lightgbm,1,229.75046381643475
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+CID0_SID1_PID94_MGID6_CAT14-CAT228-CAT3216,lightgbm,1,48.88825988573851
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+CID0_SID1_PID99_MGID6_CAT18-CAT229-CAT3115,lightgbm,1,57.400334414379394
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+CID0_SID1_PID99_MGID6_CAT18-CAT229-CAT3115,lightgbm,14,64.06841856239927
+CID0_SID1_PID9_MGID2_CAT131-CAT279-CAT3232,lightgbm,1,47.42799441569888
+CID0_SID1_PID9_MGID2_CAT131-CAT279-CAT3232,lightgbm,2,35.955514745157906
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+CID0_SID1_PID9_MGID2_CAT131-CAT279-CAT3232,lightgbm,14,32.158031701486244
+CID0_SID2_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,1,235.55031130897171
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+CID0_SID2_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,5,313.5931250329992
+CID0_SID2_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,6,345.93626126179714
+CID0_SID2_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,7,187.99439895467913
+CID0_SID2_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,8,163.19211176134672
+CID0_SID2_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,9,197.84824551726797
+CID0_SID2_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,10,312.94764393947355
+CID0_SID2_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,11,287.424212432695
+CID0_SID2_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,12,281.1378725745537
+CID0_SID2_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,13,280.07530116904064
+CID0_SID2_PID104_MGID6_CAT120-CAT250-CAT32,lightgbm,14,489.65626554802105
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,1,38.80575306178685
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,2,86.424766399748
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,3,66.13364462932871
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,4,72.58760414688112
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,5,69.63439636359843
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,6,73.1021339072682
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,7,57.44660329107222
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,8,26.616099383552452
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,9,39.46149782570662
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,10,60.72059249259164
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,11,102.69790554113186
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,12,67.01465848506228
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,13,110.68487792299418
+CID0_SID2_PID115_MGID6_CAT110-CAT233-CAT3181,lightgbm,14,53.73204067229976
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,1,95.21724435854108
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,2,153.8554983253045
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,3,19.59587420496651
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,4,128.52794543839312
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,5,137.86137216749927
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,6,122.02718867289646
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,7,69.99296569569391
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,8,119.99763983413655
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,9,137.92023418954255
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,10,107.30348360387181
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,11,88.31295378842817
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,12,60.0093162123413
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,13,81.70280461582222
+CID0_SID2_PID118_MGID6_CAT14-CAT228-CAT3180,lightgbm,14,73.23295891755836
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,1,57.28163900773772
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,2,57.37132373470146
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,3,52.09191780453535
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,4,64.74786892224272
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,5,78.40879185164297
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,6,59.12300471857872
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,7,72.09706831072525
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,8,63.81721561212252
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,9,77.7510584532045
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,10,50.26020287001999
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,11,63.44835286889783
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,12,40.12778678309584
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,13,87.73178478176705
+CID0_SID2_PID11_MGID5_CAT118-CAT280-CAT386,lightgbm,14,58.24030731556287
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,1,88.09583112452944
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,2,143.35933578882936
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,3,145.5322123341113
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,4,159.3156702924608
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,5,282.24400465567686
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,6,122.81105561676198
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,7,72.49979459333126
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,8,133.15680485469275
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,9,81.50163447449874
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,10,248.64158923083622
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,11,136.4464875403924
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,12,159.51256170615284
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,13,235.7586562079473
+CID0_SID2_PID122_MGID6_CAT120-CAT268-CAT3127,lightgbm,14,137.70581257093355
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,1,102.77786112525784
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,2,79.80006331886986
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,3,58.36217462949615
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,4,90.90250720451749
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,5,82.0873195869111
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,6,88.83420582087773
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,7,94.98634676418845
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,8,88.51123716427077
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,9,69.46277352129964
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,10,46.72836950767483
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,11,61.20303842598497
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,12,50.68911543726829
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,13,70.90004037825193
+CID0_SID2_PID127_MGID6_CAT120-CAT258-CAT3172,lightgbm,14,69.3172984780434
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,1,42.08352769681727
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,2,79.03414142356671
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,3,43.68379350546717
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,4,148.74649310176673
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,5,182.6954894222292
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,6,89.04513997505457
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,7,76.15129203494222
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,8,136.90462307720878
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,9,178.1510627512432
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,10,104.74844949838293
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,11,193.60274992927688
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,12,190.81002004987144
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,13,169.48845522594868
+CID0_SID2_PID129_MGID6_CAT110-CAT233-CAT3181,lightgbm,14,174.35403049780484
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,1,25.514528247376543
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,2,38.124174235038716
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,3,16.287433977215986
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,4,32.80307136432256
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,5,49.46147858565699
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,6,33.30860808627862
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,7,35.96332587901344
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,8,43.14012788448616
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,9,39.51413630997515
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,10,16.90755771917916
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,11,75.64215522593295
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,12,48.67801201478799
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,13,67.72755123451867
+CID0_SID2_PID12_MGID5_CAT118-CAT280-CAT386,lightgbm,14,36.78806001985486
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,1,31.861268905065458
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,2,29.359688530494388
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,3,29.224705876472505
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,4,50.4732662319053
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,5,59.07820034985396
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,6,25.24375282857292
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,7,36.29263842166842
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,8,31.886374138967607
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,9,38.40596756606536
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,10,51.91161098158129
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,11,52.08533313390634
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,12,64.62967648968238
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,13,53.57994928659625
+CID0_SID2_PID135_MGID6_CAT14-CAT228-CAT3167,lightgbm,14,46.309429435698014
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,1,35.31757424149383
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,2,30.90201047044074
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,3,50.15182372442658
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,4,52.877264476083376
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,5,57.22454905893364
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,6,47.25687120849642
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,7,57.93463874894598
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,8,42.758777277655525
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,9,37.39989227472309
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,10,32.83114601856782
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,11,41.28772119187392
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,12,74.82741578851416
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,13,64.36696374210025
+CID0_SID2_PID136_MGID6_CAT14-CAT228-CAT3161,lightgbm,14,38.03702506910811
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,1,47.07439876085963
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,2,57.283516874848296
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,3,73.16254441995018
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,4,55.46747913974856
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,5,81.38075453858696
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,6,48.05382468522869
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,7,54.76260739920761
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,8,52.65611841536583
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,9,49.04449005451003
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,10,47.52356554375731
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,11,60.548482242960404
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,12,55.641447375421095
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,13,84.82362072798136
+CID0_SID2_PID140_MGID6_CAT14-CAT228-CAT310,lightgbm,14,48.35894338401949
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,1,37.75997735874958
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,2,26.31385769457214
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,3,53.136583004544896
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,4,33.62892894160312
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,5,45.25944903446451
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,6,30.0784210282544
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,7,26.30491983454168
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,8,42.4807600879693
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,9,36.502232497412436
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,10,50.98597049532829
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,11,54.23456532658501
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,12,50.61477825869358
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,13,56.037771218111196
+CID0_SID2_PID145_MGID5_CAT118-CAT280-CAT3110,lightgbm,14,48.4375331653625
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,1,55.60958074989392
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,2,48.168145565874276
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,3,46.159212138320235
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,4,61.673605989546175
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,5,73.93932840512548
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,6,62.74538824709549
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,7,54.86282739242572
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,8,29.717353633315877
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,9,44.99448912624136
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,10,39.436879767292574
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,11,58.43275899932074
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,12,38.13372939374654
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,13,50.552563520288864
+CID0_SID2_PID150_MGID6_CAT18-CAT229-CAT3116,lightgbm,14,55.935144730781005
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,37.42230425462074
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,2,42.89909841617792
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,3,41.14306737341761
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,4,53.101816416594495
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,5,66.40050493312926
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,6,35.969793084529186
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,7,40.794911742411706
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,8,36.488352884133334
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,9,42.21555577660593
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,10,36.19733877155834
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,11,50.46102302060531
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,12,43.36849834937934
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,13,70.69742234074299
+CID0_SID2_PID16_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,46.98885326966045
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,1,40.07366910269872
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,2,37.378770674936476
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,3,49.49491780963175
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,4,53.60563901431223
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,5,42.72961269725513
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,6,20.199743140076187
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,7,57.65784071164278
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,8,29.307806663181616
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,9,61.2981364946404
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,10,17.551928824296134
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,11,57.94580963837126
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,12,43.25770724414448
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,13,64.9987956291917
+CID0_SID2_PID181_MGID5_CAT118-CAT280-CAT3112,lightgbm,14,53.592257152066324
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,1,75.48904353340282
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,2,85.3269270340626
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,3,103.83683270650393
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,4,82.09248241863773
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,5,114.81406557952108
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,6,63.26642976126321
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,7,35.783484351184555
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,8,98.28838560643105
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,9,92.95784360329628
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,10,106.16568066910288
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,11,65.96175554538118
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,12,71.40682516623671
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,13,96.68392874353373
+CID0_SID2_PID193_MGID6_CAT18-CAT229-CAT3114,lightgbm,14,91.19521804689323
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,1,35.89063479930516
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,2,47.26833044097325
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,3,60.104567317174435
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,4,63.059626741873586
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,5,83.784485748088
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,6,75.18151951603511
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,7,79.66049504326462
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,8,74.95026937906486
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,9,55.67679816457423
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,10,48.478139397986965
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,11,74.72191066812918
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,12,84.36164501938184
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,13,110.72382429226063
+CID0_SID2_PID194_MGID5_CAT118-CAT280-CAT3109,lightgbm,14,62.49605356943481
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,1,104.57425212825487
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,2,203.35804547159617
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,3,94.14233894691071
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,4,139.5130092673823
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,5,191.1022170090194
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,6,125.12690252013923
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,7,174.56500135719116
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,8,186.0693364313039
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,9,211.12001526225643
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,10,123.64903279216693
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,11,215.7675293192873
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,12,274.3699433145971
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,13,220.48057349106674
+CID0_SID2_PID19_MGID6_CAT14-CAT228-CAT381,lightgbm,14,-7.878334347811695
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,37.01390526739845
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,2,28.00267827545884
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,3,32.78763868870199
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,4,34.91675518821807
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,5,59.02265456361246
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,6,46.301130646746294
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,7,43.47917896750106
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,8,53.06094567024618
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,9,24.218023855066356
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,10,55.786816883001556
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,11,72.90777991495538
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,12,67.13557208431854
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,13,87.28150881118773
+CID0_SID2_PID200_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,35.499421847831684
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,101.87054517312939
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,2,65.59620602421441
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,3,92.01580597216399
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,4,82.7412416247274
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,5,99.50647309500346
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,6,60.038855719171515
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,7,43.34963202750975
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,8,83.52658976562716
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,9,85.83551492753637
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,10,44.39872560447366
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,11,75.17642343954223
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,12,37.67156012785463
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,13,78.85741259717891
+CID0_SID2_PID201_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,66.90913735409625
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,1,67.81960436724403
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,2,94.7268207714467
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,3,82.1563158909502
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,4,102.85565466990352
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,5,102.74779089946301
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,6,98.69076945024165
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,7,91.75485132514193
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,8,135.08500539406057
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,9,106.21187010125256
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,10,109.84658198927829
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,11,98.30301763933542
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,12,80.59050727752249
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,13,103.26028027074123
+CID0_SID2_PID207_MGID6_CAT14-CAT228-CAT3179,lightgbm,14,86.41543721195114
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,1,34.410983452027025
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,2,35.18760514151076
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,3,64.88978607098919
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,4,20.843514964079503
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,5,87.2124561396409
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,6,62.714367763599405
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,7,47.97394704862275
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,8,58.91196271500404
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,9,67.13939899711951
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,10,70.46876544777707
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,11,78.09276461364172
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,12,83.94754902917384
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,13,120.31859508650807
+CID0_SID2_PID212_MGID6_CAT120-CAT250-CAT3229,lightgbm,14,53.83162662264375
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,1,30.901103935390555
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,2,22.665062797954384
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,3,34.516806051266926
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,4,30.798146382386694
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,5,23.317982627643556
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,6,29.99711649730007
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,7,30.567613733752797
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,8,21.10419649687535
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,9,22.20638066280213
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,10,32.563374175418105
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,11,86.79742691436434
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,12,35.187753255222134
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,13,66.14036046660492
+CID0_SID2_PID213_MGID6_CAT14-CAT228-CAT381,lightgbm,14,25.677404362301772
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,1,421.13389694432885
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,2,366.40658361595627
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,3,445.4232542332516
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,4,437.2386197817555
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,5,523.5332618663303
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,6,362.52724681048363
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,7,296.4123935054466
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,8,251.92138241215335
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,9,226.6614065368709
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,10,330.40826061617884
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,11,368.30072747885384
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,12,513.9709667946951
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,13,458.5731555822929
+CID0_SID2_PID215_MGID6_CAT14-CAT228-CAT3149,lightgbm,14,394.13997782466396
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,1,47.0520175756406
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,2,39.143194829816295
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,3,69.92837681249308
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,4,57.97738316430046
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,5,77.35437020634774
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,6,29.2278918899601
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,7,44.411078809472315
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,8,60.5185938157219
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,9,44.62816984979652
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,10,40.046271766225296
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,11,63.915023559496966
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,12,38.30761984726155
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,13,53.33136477968912
+CID0_SID2_PID216_MGID6_CAT121-CAT264-CAT3123,lightgbm,14,39.50397824816976
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,1,56.52409294252798
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,2,63.24593656520079
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,3,65.85174941603321
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,4,74.95530200182213
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,5,84.17891873734601
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,6,40.73986067039869
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,7,55.405574608241565
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,8,62.406705344525875
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,9,68.39613121518033
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,10,56.88664358040361
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,11,67.20543212441027
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,12,73.51696669325169
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,13,72.75355999562534
+CID0_SID2_PID21_MGID6_CAT14-CAT228-CAT381,lightgbm,14,60.78615341075344
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,40.23104766496494
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,2,45.12717754245043
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,3,49.30288323157201
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,4,17.35495509268275
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,5,41.077307902517674
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,6,41.77906339165054
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,7,48.0747059191536
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,8,42.61448949937896
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,9,26.83426976728901
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,10,18.703846615120174
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,11,46.9260475678439
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,12,42.36480488790408
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,13,41.59394178531712
+CID0_SID2_PID220_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,51.63312498407925
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,1,149.97904953953264
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,2,153.5246205883073
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,3,116.03557085964951
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,4,100.20418258959747
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,5,85.14815464434419
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,6,186.92296583957264
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,7,34.873503820423835
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,8,99.67444325315795
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,9,139.10667007757579
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,10,135.2727303079011
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,11,88.38859547098518
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,12,81.7803335716539
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,13,184.11907588609682
+CID0_SID2_PID223_MGID6_CAT120-CAT258-CAT3172,lightgbm,14,105.78757228650639
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,1,26.87107300405252
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,2,31.77440016389223
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,3,45.3542380733708
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,4,47.76515263678739
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,5,60.062690164665746
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,6,20.190367132101077
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,7,36.351407965281645
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,8,48.780203896090946
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,9,18.640364409230784
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,10,26.311309334338915
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,11,72.23066638945987
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,12,80.47251448595738
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,13,89.727151907828
+CID0_SID2_PID23_MGID6_CAT14-CAT253-CAT358,lightgbm,14,39.26521214794826
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,1,71.06280422751864
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,2,118.12561372065807
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,3,101.8044871692428
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,4,133.60329464138098
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,5,203.64851436366445
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,6,113.6393209289274
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,7,100.19156062258355
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,8,133.6639744949431
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,9,116.33105314714803
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,10,124.83927277203298
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,11,149.3791270078123
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,12,112.24769686581315
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,13,126.51997643920282
+CID0_SID2_PID240_MGID6_CAT14-CAT228-CAT3180,lightgbm,14,67.07592430199756
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,1,29.460017090711148
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,2,37.423049829234735
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,3,52.587885904748546
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,4,32.30292594054961
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,5,42.645241780419205
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,6,54.63740141347099
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,7,55.55287775328955
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,8,50.338566915294116
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,9,48.900309807177194
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,10,31.23158068719128
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,11,50.14110752094742
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,12,43.319674260322664
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,13,95.22300691017371
+CID0_SID2_PID250_MGID5_CAT116-CAT227-CAT397,lightgbm,14,43.41907432441525
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,1,35.388815944837084
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,2,31.34825125203263
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,3,32.40477748388808
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,4,32.92589470672147
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,5,26.882693672721803
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,6,48.38942450640004
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,7,27.389349416115095
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,8,39.78289916993985
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,9,32.08237779556025
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,10,17.51226199478336
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,11,37.79923346737539
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,12,16.78788289504359
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,13,29.787789355763778
+CID0_SID2_PID26_MGID6_CAT14-CAT253-CAT3156,lightgbm,14,46.68198943967496
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,1,13.97265187109844
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,2,16.876195071205874
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,3,40.515247227398795
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,4,32.437095415204226
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,5,46.28054753955522
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,6,23.106660707129276
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,7,26.67925521414092
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,8,22.49435459398482
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,9,24.831464314800893
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,10,45.457748121500906
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,11,34.98536401397811
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,12,48.413168588042744
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,13,69.67374929670675
+CID0_SID2_PID27_MGID6_CAT14-CAT228-CAT310,lightgbm,14,34.97180359347711
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,1,134.82087288291592
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,2,110.28480047488713
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,3,153.97212742204994
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,4,216.91198682812868
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,5,195.87007953754338
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,6,148.00304287311283
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,7,87.52221684888919
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,8,137.2402489382552
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,9,127.28097506953596
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,10,123.92612602455479
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,11,97.69302915752738
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,12,92.26669570384965
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,13,147.26552680383878
+CID0_SID2_PID290_MGID5_CAT116-CAT225-CAT3105,lightgbm,14,79.8821871858189
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,1,49.72020526588383
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,2,28.60529719081827
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,3,80.96816892467572
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,4,72.05114022319599
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,5,72.66365098604304
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,6,41.823439773481915
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,7,76.88540146748109
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,8,50.068998268290336
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,9,49.89405119996437
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,10,46.932264899934
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,11,39.7694936891251
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,12,59.65765920791673
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,13,88.50361882848973
+CID0_SID2_PID291_MGID5_CAT116-CAT227-CAT398,lightgbm,14,48.92189423265808
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,1,163.4509302234032
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,2,145.6092696878992
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,3,122.57485191633808
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,4,164.3076886101203
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,5,218.41305109826106
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,6,167.7012585584245
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,7,120.129727476327
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,8,120.9770876185009
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,9,182.3270746122501
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,10,170.96250220027596
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,11,229.8390246672231
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,12,273.2737257929935
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,13,273.4771310052328
+CID0_SID2_PID292_MGID5_CAT116-CAT227-CAT3104,lightgbm,14,259.02042562884515
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,1,482.33806078195676
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,2,558.5081314779369
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,3,538.0636524316335
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,4,494.18333123295946
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,5,729.5991371331293
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,6,526.93283822974
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,7,456.8375641137188
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,8,481.0742618949302
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,9,299.43633140784715
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,10,440.5164024176356
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,11,375.6013563180047
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,12,575.8537272523763
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,13,520.3996602824839
+CID0_SID2_PID300_MGID6_CAT120-CAT250-CAT324,lightgbm,14,445.9641279879318
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,1,67.5260831058892
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,2,40.805257360245676
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,3,63.75184030583346
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,4,49.92662419492377
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,5,87.57401186002083
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,6,34.371328633348064
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,7,29.92003575214891
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,8,30.841389069708924
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,9,23.083551221702447
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,10,68.64825422968205
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,11,48.12964305100013
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,12,90.68649739877037
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,13,45.0091512279463
+CID0_SID2_PID321_MGID5_CAT118-CAT280-CAT3109,lightgbm,14,39.19979602438455
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,1,52.56154199613115
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,2,27.41785146587042
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,3,62.13696630526485
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,4,48.744769497897884
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,5,45.31529529510012
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,6,56.07698216463274
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,7,28.486962333580045
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,8,31.374709660834146
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,9,63.27205167426454
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,10,62.18328037314388
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,11,78.38797925403746
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,12,41.0008881992505
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,13,78.47456539707483
+CID0_SID2_PID345_MGID5_CAT116-CAT226-CAT396,lightgbm,14,59.95177013776896
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,1,99.16843569432008
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,2,124.46673732040951
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,3,86.44481242568732
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,4,109.4017552712473
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,5,121.59889015964922
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,6,107.82496102173644
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,7,46.901600733909426
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,8,30.8749886721917
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,9,145.57779359748585
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,10,91.36121198593247
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,11,99.83530087498832
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,12,76.79876199497542
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,13,76.69155631529794
+CID0_SID2_PID363_MGID6_CAT14-CAT253-CAT377,lightgbm,14,14.261143481696616
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,1,113.5333616749781
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,2,88.13061828308811
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,3,111.11134126957097
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,4,128.51733103858743
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,5,134.13687360436904
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,6,48.469870609471364
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,7,121.60082002511314
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,8,123.43255659132268
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,9,65.56099741911756
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,10,100.26930418439144
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,11,108.66381114891361
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,12,104.91842817967985
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,13,124.17841312951163
+CID0_SID2_PID379_MGID2_CAT129-CAT276-CAT3231,lightgbm,14,113.23742162938993
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,1,62.059276123456804
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,2,83.72810138783757
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,3,39.40868551040387
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,4,83.68499073158164
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,5,58.70722124717332
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,6,18.567860417247548
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,7,10.847413896713002
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,8,28.881952752086786
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,9,59.16798445965
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,10,70.70364507550663
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,11,89.70072194100085
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,12,43.23382345294486
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,13,36.320107690794046
+CID0_SID2_PID41_MGID6_CAT14-CAT253-CAT377,lightgbm,14,3.4788157718314827
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,1,30.859981873668072
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,2,58.07811968364358
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,3,58.940149787328046
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,4,51.87027560696527
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,5,40.994499609925136
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,6,119.09791586951765
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,7,44.40872538623085
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,8,144.73487888558586
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,9,103.47553732894715
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,10,18.355583979424413
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,11,74.21331825596609
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,12,64.36742637564755
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,13,60.67611334539331
+CID0_SID2_PID422_MGID5_CAT116-CAT225-CAT3101,lightgbm,14,175.13056441643386
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,1,13.168695189851892
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,2,33.384520650922674
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,3,49.54743409690941
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,4,51.73785701690589
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,5,36.45724538732042
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,6,25.5427434273402
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,7,27.286259992441057
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,8,22.208650248983005
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,9,43.1445691766076
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,10,38.60587757725779
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,11,38.2076730811941
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,12,39.70637336037201
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,13,56.61488812518855
+CID0_SID2_PID452_MGID2_CAT129-CAT276-CAT360,lightgbm,14,16.389689619687957
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,1,34.025359492744954
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,2,31.207190840328096
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,3,33.867458215601886
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,4,23.46662782756875
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,5,61.03304888977522
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,6,17.1567042782354
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,7,29.837267477296386
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,8,32.891648572593795
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,9,44.68251156727898
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,10,22.963767717055163
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,11,35.11259701755148
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,12,33.511855996145485
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,13,47.996952464521435
+CID0_SID2_PID473_MGID1_CAT17-CAT217-CAT346,lightgbm,14,32.62431280862444
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,1,174.91956622571078
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,2,209.33953346893094
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,3,182.50869794643864
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,4,19.08732957515019
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,5,183.4335791155544
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,6,223.158009002621
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,7,270.871784697735
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,8,223.73539467393832
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,9,94.06898432711182
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,10,117.38745367985929
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,11,158.40632976454364
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,12,390.7738168063062
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,13,237.0888265391746
+CID0_SID2_PID486_MGID6_CAT120-CAT268-CAT363,lightgbm,14,218.86232251700486
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,1,43.239821655907754
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,2,52.1895221386047
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,3,41.340081412834074
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,4,42.13877813582267
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,5,57.27918070746209
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,6,57.881523246430014
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,7,20.56619350608212
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,8,35.90040238507765
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,9,47.41298880279811
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,10,30.43210891175744
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,11,72.89149343983141
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,12,54.6455819160587
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,13,85.02574537269305
+CID0_SID2_PID496_MGID5_CAT116-CAT225-CAT3101,lightgbm,14,64.34913692179211
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,1,266.15297669664704
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,2,249.62157310908307
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,3,204.71171775707762
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,4,488.582341800069
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,5,429.6060858418112
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,6,294.18325048352943
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,7,167.9959389180338
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,8,217.21985016606578
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,9,186.09476548917186
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,10,265.1068005953369
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,11,375.58848087840437
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,12,311.68251452964915
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,13,356.88880222869165
+CID0_SID2_PID4_MGID2_CAT129-CAT278-CAT382,lightgbm,14,309.3765838460561
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,1,46.98829015988801
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,2,60.863419802061635
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,3,-2.089509637268877
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,4,60.674510474478645
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,5,38.03134570205438
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,6,49.081775706121824
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,7,-0.43589053006879575
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,8,-3.5203674866782433
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,9,49.31656778301822
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,10,57.73113534125426
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,11,72.78251656754892
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,12,86.38361896091865
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,13,61.25180238032417
+CID0_SID2_PID500_MGID6_CAT14-CAT228-CAT3179,lightgbm,14,56.80576431456083
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,1,73.13982779013732
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,2,85.98522148058574
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,3,66.22164982380289
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,4,115.45429228354752
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,5,117.21447225698815
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,6,53.3638208223816
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,7,65.04510603313618
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,8,94.04181853733051
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,9,79.89185828868948
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,10,59.23254356927357
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,11,107.29265778623667
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,12,64.46600453508847
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,13,119.28532481880534
+CID0_SID2_PID549_MGID2_CAT131-CAT279-CAT3230,lightgbm,14,44.25536094145975
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,1,93.51907465975536
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,2,69.42495536839377
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,3,36.60215696007181
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,4,72.26373248425244
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,5,83.89642675714879
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,6,91.19970889636745
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,7,79.82525211765225
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,8,60.956851018190484
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,9,63.62986100431235
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,10,52.32661517072491
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,11,80.41778499990016
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,12,40.59457408066733
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,13,109.83721630088168
+CID0_SID2_PID554_MGID6_CAT14-CAT228-CAT3168,lightgbm,14,53.564101399011065
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,1,10.423022868710847
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,2,36.16828030223219
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,3,40.110909377179354
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,4,43.75159738367248
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,5,52.44709313268441
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,6,49.73377623658427
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,7,34.9630414563319
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,8,51.762346787406074
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,9,16.157187739298895
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,10,34.21427462035922
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,11,76.8567868465009
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,12,55.75017340351584
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,13,68.95182861314778
+CID0_SID2_PID556_MGID5_CAT116-CAT225-CAT394,lightgbm,14,56.67219131982437
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,1,75.9255040843468
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,2,80.98559301699581
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,3,85.90963126512318
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,4,75.07582681978779
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,5,74.3710027932773
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,6,83.61708108326728
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,7,75.26034874903343
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,8,53.63683548417752
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,9,160.95991570004102
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,10,49.08924033497232
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,11,73.36004792020273
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,12,68.2958423394996
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,13,161.01096851872006
+CID0_SID2_PID567_MGID6_CAT120-CAT250-CAT359,lightgbm,14,84.88220817557959
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,1,41.241893951267556
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,2,77.6884543856414
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,3,82.87864286060528
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,4,115.30995035092512
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,5,71.54581675159326
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,6,114.74657309433829
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,7,116.92145613860724
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,8,67.76505445323755
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,9,79.41934818294125
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,10,57.880440701873304
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,11,92.11465745296472
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,12,75.48304682668892
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,13,84.74507130153413
+CID0_SID2_PID578_MGID6_CAT14-CAT253-CAT358,lightgbm,14,94.58790773767669
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,1,149.16253966215277
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,2,183.9694870417888
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,3,137.74379504500598
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,4,459.7050023783662
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,5,236.6344581207088
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,6,152.0309265142648
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,7,40.12135268353043
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,8,31.065424893665234
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,9,97.26529733505116
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,10,206.74800966410433
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,11,300.51797420348606
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,12,200.41838314363957
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,13,195.754466363958
+CID0_SID2_PID580_MGID2_CAT129-CAT276-CAT360,lightgbm,14,207.14900291436442
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,1,28.69315859817495
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,2,25.970929336219278
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,3,39.881342581237014
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,4,55.21469561709565
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,5,68.01979845959058
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,6,59.71544885103193
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,7,69.63369517546337
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,8,50.754514357777964
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,9,38.46787241527005
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,10,53.309281069108515
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,11,52.66447576416095
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,12,30.12868705516783
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,13,81.1852404004296
+CID0_SID2_PID58_MGID5_CAT115-CAT242-CAT389,lightgbm,14,50.60597705375809
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,1,77.61013025164395
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,2,115.00874792282843
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,3,93.24628628393444
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,4,115.71275038739813
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,5,137.16215785587724
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,6,76.21722263212594
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,7,79.53296846548811
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,8,103.23305279956199
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,9,64.35220967223792
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,10,50.70597951254249
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,11,98.30371137340666
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,12,76.23393347413753
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,13,107.00226949989003
+CID0_SID2_PID600_MGID2_CAT129-CAT278-CAT3157,lightgbm,14,97.08276288267253
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,1,50.836450493428664
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,2,58.26732737108624
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,3,58.331908322634526
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,4,78.15052643845547
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,5,81.225030997933
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,6,62.03730893366698
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,7,43.35588286743614
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,8,57.3634385214076
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,9,46.04678653852646
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,10,41.014945609671024
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,11,70.81908277664009
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,12,46.03930977290404
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,13,63.18692149024719
+CID0_SID2_PID633_MGID5_CAT116-CAT225-CAT3105,lightgbm,14,49.245131799076105
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,1,35.27559174680486
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,2,34.62918673981008
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,3,28.47347977988327
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,4,34.110386158876985
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,5,37.75147830894726
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,6,47.94151967765225
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,7,52.073170516289
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,8,38.48400880507303
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,9,33.408571900318925
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,10,21.125048881953983
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,11,44.74100675407298
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,12,43.37369073481697
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,13,40.14447388739652
+CID0_SID2_PID634_MGID5_CAT116-CAT225-CAT399,lightgbm,14,38.5306430577469
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,1,51.7507829423073
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,2,35.28751817243015
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,3,35.60966735563783
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,4,19.724814194737963
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,5,53.084758088231396
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,6,54.31443596414016
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,7,51.09870915806766
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,8,46.08240037183729
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,9,52.92688408937714
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,10,34.24224165424576
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,11,83.98115821449994
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,12,35.83438820198794
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,13,102.90759763556382
+CID0_SID2_PID635_MGID5_CAT116-CAT227-CAT3104,lightgbm,14,38.42579362912995
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,1,77.7786352933537
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,2,47.489449388161546
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,3,55.95602568791634
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,4,48.985343849719776
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,5,61.33910625763646
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,6,39.08362835928771
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,7,47.59343793542399
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,8,52.67588702535471
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,9,50.84076683763194
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,10,22.29299726222822
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,11,62.354689603500994
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,12,62.22886404678111
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,13,113.14356817172647
+CID0_SID2_PID638_MGID5_CAT116-CAT225-CAT394,lightgbm,14,43.29980287579492
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,1,79.29006522663387
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,2,107.79054729164851
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,3,93.87910806151152
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,4,122.35398789360742
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,5,174.46501884062866
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,6,109.04633102729154
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,7,90.70798061502408
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,8,152.46012514121355
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,9,117.99814409698605
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,10,157.43107267456315
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,11,120.64229015424746
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,12,73.72654179710338
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,13,129.7833170855468
+CID0_SID2_PID644_MGID4_CAT123-CAT210-CAT317,lightgbm,14,106.37395159339428
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,1,26.99827210171112
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,2,37.14750613363786
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,3,39.87375564975779
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,4,63.060835909098046
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,5,45.37812113106604
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,6,18.042236682066633
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,7,40.50096791735289
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,8,36.868257541834865
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,9,35.3770771569401
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,10,30.06484734204964
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,11,41.81281899177459
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,12,53.07338919794645
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,13,6.817341746013383
+CID0_SID2_PID645_MGID6_CAT124-CAT269-CAT3139,lightgbm,14,38.39031511878491
+CID0_SID2_PID650_MGID6_CAT110-CAT233-CAT3160,lightgbm,1,35.47850769770181
+CID0_SID2_PID650_MGID6_CAT110-CAT233-CAT3160,lightgbm,2,69.51094349347832
+CID0_SID2_PID650_MGID6_CAT110-CAT233-CAT3160,lightgbm,3,68.86412518846824
+CID0_SID2_PID650_MGID6_CAT110-CAT233-CAT3160,lightgbm,4,82.22322475240411
+CID0_SID2_PID650_MGID6_CAT110-CAT233-CAT3160,lightgbm,5,77.53678800174791
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+CID0_SID2_PID650_MGID6_CAT110-CAT233-CAT3160,lightgbm,10,65.18249631303716
+CID0_SID2_PID650_MGID6_CAT110-CAT233-CAT3160,lightgbm,11,70.55483777005688
+CID0_SID2_PID650_MGID6_CAT110-CAT233-CAT3160,lightgbm,12,75.51337863952378
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+CID0_SID2_PID650_MGID6_CAT110-CAT233-CAT3160,lightgbm,14,52.58180533226417
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,1,47.28967454909943
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,2,50.9903740838066
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,3,64.11399324384102
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,4,50.81945348177899
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,5,44.18371687045399
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,6,61.71489988628107
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,7,67.26412970038177
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,8,53.54330169157433
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,9,57.12012070164946
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,10,59.302758620370916
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,11,44.33458333557791
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,12,82.80234466171659
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,13,62.6157359232784
+CID0_SID2_PID670_MGID2_CAT131-CAT279-CAT3227,lightgbm,14,59.601042801277984
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,1,25.780626277986645
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,2,25.555053070805112
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,3,46.58593117018207
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,4,53.77572410214108
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,5,48.62343377586218
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,6,45.14202358955806
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,7,38.50297454912179
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,8,21.302217702367702
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,9,32.74609238318589
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,10,45.76916272941236
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,11,33.58607572478744
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,12,48.20309342325994
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,13,77.66660712383104
+CID0_SID2_PID686_MGID2_CAT10-CAT221-CAT3221,lightgbm,14,30.461396543348464
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,1,414.066410078033
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,2,469.19951468495975
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,3,455.8600691508109
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,4,541.3394920507322
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,5,654.7076894673145
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,6,455.2070887365093
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,7,372.5580513670084
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,8,296.5728605225782
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,9,289.0294663095821
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,10,365.7312469108964
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,11,447.38356707504636
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,12,517.9507297946245
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,13,550.1216073182679
+CID0_SID2_PID691_MGID6_CAT121-CAT264-CAT319,lightgbm,14,406.87254083844977
+CID0_SID2_PID6_MGID6_CAT120-CAT250-CAT3170,lightgbm,1,79.92632757247034
+CID0_SID2_PID6_MGID6_CAT120-CAT250-CAT3170,lightgbm,2,117.04064911138
+CID0_SID2_PID6_MGID6_CAT120-CAT250-CAT3170,lightgbm,3,156.93801195737174
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+CID0_SID2_PID6_MGID6_CAT120-CAT250-CAT3170,lightgbm,5,171.64177540974015
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+CID0_SID2_PID6_MGID6_CAT120-CAT250-CAT3170,lightgbm,7,133.5969053473434
+CID0_SID2_PID6_MGID6_CAT120-CAT250-CAT3170,lightgbm,8,139.23602890464417
+CID0_SID2_PID6_MGID6_CAT120-CAT250-CAT3170,lightgbm,9,91.71887130013758
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+CID0_SID2_PID6_MGID6_CAT120-CAT250-CAT3170,lightgbm,11,131.5776304535151
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+CID0_SID2_PID6_MGID6_CAT120-CAT250-CAT3170,lightgbm,14,135.91467723028677
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,1,321.74619000117116
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,2,458.94772784052634
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,3,399.17497743320456
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,4,351.4488069725158
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,5,575.8419948615895
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,6,474.69834202698553
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,7,389.578373816064
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,8,349.96354039487295
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,9,350.06582213575774
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+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,11,358.93856529004563
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,12,464.109012970062
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,13,536.451099819034
+CID0_SID2_PID70_MGID6_CAT14-CAT228-CAT381,lightgbm,14,325.82915471336554
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,1,54.81045241248067
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,2,68.34914601872212
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,3,37.89236699263279
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,4,74.62051083927399
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,5,74.19541377836926
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,6,72.5783989079721
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,7,65.49959983556815
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,8,67.47827373611808
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,9,68.59390340865859
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,10,53.31504245508336
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,11,67.52352214057449
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,12,48.32082801578153
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,13,85.11654699098311
+CID0_SID2_PID715_MGID6_CAT110-CAT238-CAT3190,lightgbm,14,61.001451490705655
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,1,23.474253555857242
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,2,30.81700752747472
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,3,31.88790166483371
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,4,31.988956414960228
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,5,45.1866894083055
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,6,30.444922481791288
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,7,44.2500392491598
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,8,36.934166427516935
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,9,22.434489614233378
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,10,23.085550006572895
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,11,22.79014533729377
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,12,20.242831648004742
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,13,38.442757312141936
+CID0_SID2_PID719_MGID6_CAT110-CAT257-CAT3205,lightgbm,14,31.03938238313555
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,1,27.37649485783941
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,2,37.29800326446716
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,3,24.95775832954006
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,4,41.150452405154226
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,5,24.18490667573303
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,6,24.797355675914254
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,7,49.355983305233835
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,8,18.202075314339695
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,9,26.728819826088216
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,10,46.36638572114214
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,11,57.521158983894374
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,12,39.565136635471774
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,13,38.02961174468312
+CID0_SID2_PID728_MGID6_CAT120-CAT258-CAT374,lightgbm,14,21.019291860224527
+CID0_SID2_PID76_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,150.606897732922
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+CID0_SID2_PID76_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,101.26845102113408
+CID0_SID2_PID774_MGID6_CAT14-CAT253-CAT377,lightgbm,1,67.47922322725958
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+CID0_SID2_PID775_MGID6_CAT14-CAT228-CAT3167,lightgbm,1,127.42333152292119
+CID0_SID2_PID775_MGID6_CAT14-CAT228-CAT3167,lightgbm,2,302.63111040845035
+CID0_SID2_PID775_MGID6_CAT14-CAT228-CAT3167,lightgbm,3,160.20519540068392
+CID0_SID2_PID775_MGID6_CAT14-CAT228-CAT3167,lightgbm,4,180.95251195072393
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+CID0_SID2_PID775_MGID6_CAT14-CAT228-CAT3167,lightgbm,8,211.2880314661712
+CID0_SID2_PID775_MGID6_CAT14-CAT228-CAT3167,lightgbm,9,263.1602190323738
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+CID0_SID2_PID775_MGID6_CAT14-CAT228-CAT3167,lightgbm,14,181.33272105301714
+CID0_SID2_PID77_MGID6_CAT18-CAT229-CAT3113,lightgbm,1,51.64790089026723
+CID0_SID2_PID77_MGID6_CAT18-CAT229-CAT3113,lightgbm,2,36.5481852275022
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+CID0_SID2_PID77_MGID6_CAT18-CAT229-CAT3113,lightgbm,14,50.60270894231138
+CID0_SID2_PID783_MGID5_CAT122-CAT281-CAT356,lightgbm,1,84.48204943520798
+CID0_SID2_PID783_MGID5_CAT122-CAT281-CAT356,lightgbm,2,78.746846155708
+CID0_SID2_PID783_MGID5_CAT122-CAT281-CAT356,lightgbm,3,92.41902869585937
+CID0_SID2_PID783_MGID5_CAT122-CAT281-CAT356,lightgbm,4,61.69386188761199
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+CID0_SID2_PID783_MGID5_CAT122-CAT281-CAT356,lightgbm,8,111.9629706437991
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+CID0_SID2_PID783_MGID5_CAT122-CAT281-CAT356,lightgbm,14,83.04800314861104
+CID0_SID2_PID802_MGID0_CAT15-CAT27-CAT366,lightgbm,1,46.88970904610122
+CID0_SID2_PID802_MGID0_CAT15-CAT27-CAT366,lightgbm,2,-2.7532375886189446
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+CID0_SID2_PID802_MGID0_CAT15-CAT27-CAT366,lightgbm,5,158.48590186212857
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+CID0_SID2_PID802_MGID0_CAT15-CAT27-CAT366,lightgbm,7,226.6258738356497
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+CID0_SID2_PID802_MGID0_CAT15-CAT27-CAT366,lightgbm,11,116.76711232461
+CID0_SID2_PID802_MGID0_CAT15-CAT27-CAT366,lightgbm,12,52.82095407581942
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+CID0_SID2_PID802_MGID0_CAT15-CAT27-CAT366,lightgbm,14,170.89234182325794
+CID0_SID2_PID829_MGID3_CAT111-CAT235-CAT371,lightgbm,1,35.760143033867706
+CID0_SID2_PID829_MGID3_CAT111-CAT235-CAT371,lightgbm,2,50.24458474343069
+CID0_SID2_PID829_MGID3_CAT111-CAT235-CAT371,lightgbm,3,36.54476506784925
+CID0_SID2_PID829_MGID3_CAT111-CAT235-CAT371,lightgbm,4,60.529308770263164
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+CID0_SID2_PID829_MGID3_CAT111-CAT235-CAT371,lightgbm,6,83.44988256236782
+CID0_SID2_PID829_MGID3_CAT111-CAT235-CAT371,lightgbm,7,64.10826865792629
+CID0_SID2_PID829_MGID3_CAT111-CAT235-CAT371,lightgbm,8,37.957067283572904
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+CID0_SID2_PID829_MGID3_CAT111-CAT235-CAT371,lightgbm,10,37.56594604419526
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+CID0_SID2_PID829_MGID3_CAT111-CAT235-CAT371,lightgbm,14,56.59339356823497
+CID0_SID2_PID834_MGID0_CAT128-CAT272-CAT3154,lightgbm,1,59.0323480198819
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+CID0_SID2_PID834_MGID0_CAT128-CAT272-CAT3154,lightgbm,8,112.95178121704627
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+CID0_SID2_PID834_MGID0_CAT128-CAT272-CAT3154,lightgbm,14,96.1573767213039
+CID0_SID2_PID843_MGID6_CAT14-CAT228-CAT3167,lightgbm,1,40.46488038410338
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+CID0_SID2_PID843_MGID6_CAT14-CAT228-CAT3167,lightgbm,5,74.78177898215682
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+CID0_SID2_PID843_MGID6_CAT14-CAT228-CAT3167,lightgbm,14,48.03512031214454
+CID0_SID2_PID93_MGID6_CAT121-CAT261-CAT3223,lightgbm,1,50.499761156864906
+CID0_SID2_PID93_MGID6_CAT121-CAT261-CAT3223,lightgbm,2,59.89469182274856
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+CID0_SID2_PID93_MGID6_CAT121-CAT261-CAT3223,lightgbm,14,33.96925298718305
+CID0_SID8_PID411_MGID0_CAT128-CAT272-CAT3218,lightgbm,1,47.54989016390907
+CID0_SID8_PID411_MGID0_CAT128-CAT272-CAT3218,lightgbm,2,76.11490416346919
+CID0_SID8_PID411_MGID0_CAT128-CAT272-CAT3218,lightgbm,3,78.96454515653386
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+CID0_SID8_PID411_MGID0_CAT128-CAT272-CAT3218,lightgbm,9,25.844513592088386
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+CID0_SID8_PID411_MGID0_CAT128-CAT272-CAT3218,lightgbm,14,73.40641497528176
+CID0_SID8_PID90_MGID6_CAT14-CAT253-CAT377,lightgbm,1,65.69561024469692
+CID0_SID8_PID90_MGID6_CAT14-CAT253-CAT377,lightgbm,2,142.16562528381772
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+CID0_SID8_PID90_MGID6_CAT14-CAT253-CAT377,lightgbm,12,130.91166452723303
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+CID0_SID8_PID90_MGID6_CAT14-CAT253-CAT377,lightgbm,14,105.89059215643596