xgb_log.txt

2023-06-09 13:28:28,521 Start========>0002_letter.csv_DataSet==========>
2023-06-09 13:28:28,605 num_class : 26
2023-06-09 13:33:51,561 Test_Score_1===>0002_letter.csv_DataSet==> 0.9994680366028723
2023-06-09 13:39:04,050 Test_Score_2===>0002_letter.csv_DataSet==> 0.9994506563172025
2023-06-09 13:41:08,514 Test_Score_3===>0002_letter.csv_DataSet==> 0.9994674463270095
2023-06-09 13:42:40,896 Test_Score_4===>0002_letter.csv_DataSet==> 0.9993336523717221
2023-06-09 13:43:09,238 Test_Score_5===>0002_letter.csv_DataSet==> 0.9994183936624621
2023-06-09 13:43:09,238 Test_Score_5_fold===>0002_letter.csv_DataSet==> 0.9994276370562536
2023-06-09 13:43:09,239 Start========>0008_breast-w.csv_DataSet==========>
2023-06-09 13:43:09,265 num_class : 2
2023-06-09 13:43:14,418 Test_Score_1===>0008_breast-w.csv_DataSet==> 0.9107789855072462
2023-06-09 13:43:17,478 Test_Score_2===>0008_breast-w.csv_DataSet==> 0.9207427536231884
2023-06-09 13:43:17,852 Test_Score_3===>0008_breast-w.csv_DataSet==> 0.962409420289855
2023-06-09 13:43:17,984 Test_Score_4===>0008_breast-w.csv_DataSet==> 0.9332810047095761
2023-06-09 13:43:18,110 Test_Score_5===>0008_breast-w.csv_DataSet==> 0.913804945054945
2023-06-09 13:43:18,110 Test_Score_5_fold===>0008_breast-w.csv_DataSet==> 0.9282034218369623
2023-06-09 13:43:18,110 Start========>0012_cmc.csv_DataSet==========>
2023-06-09 13:43:18,137 num_class : 3
2023-06-09 13:43:18,596 Test_Score_1===>0012_cmc.csv_DataSet==> 0.6609420993383534
2023-06-09 13:43:19,072 Test_Score_2===>0012_cmc.csv_DataSet==> 0.6684585940512191
2023-06-09 13:43:21,170 Test_Score_3===>0012_cmc.csv_DataSet==> 0.6777471898831121
2023-06-09 13:43:21,649 Test_Score_4===>0012_cmc.csv_DataSet==> 0.6760579652736515
2023-06-09 13:43:22,120 Test_Score_5===>0012_cmc.csv_DataSet==> 0.6828689883913764
2023-06-09 13:43:22,120 Test_Score_5_fold===>0012_cmc.csv_DataSet==> 0.6732149673875425
2023-06-09 13:43:22,120 Start========>0017_credit-g.csv_DataSet==========>
2023-06-09 13:43:22,172 num_class : 2
2023-06-09 13:43:22,403 Test_Score_1===>0017_credit-g.csv_DataSet==> 0.6511904761904763
2023-06-09 13:43:23,729 Test_Score_2===>0017_credit-g.csv_DataSet==> 0.6297619047619047
2023-06-09 13:43:23,956 Test_Score_3===>0017_credit-g.csv_DataSet==> 0.7416666666666667
2023-06-09 13:43:25,215 Test_Score_4===>0017_credit-g.csv_DataSet==> 0.6511904761904763
2023-06-09 13:43:25,446 Test_Score_5===>0017_credit-g.csv_DataSet==> 0.6928571428571428
2023-06-09 13:43:25,446 Test_Score_5_fold===>0017_credit-g.csv_DataSet==> 0.6733333333333335
2023-06-09 13:43:25,446 Start========>0021_diabetes.csv_DataSet==========>
2023-06-09 13:43:25,470 num_class : 2
2023-06-09 13:43:25,602 Test_Score_1===>0021_diabetes.csv_DataSet==> 0.7140740740740741
2023-06-09 13:43:25,728 Test_Score_2===>0021_diabetes.csv_DataSet==> 0.7112962962962963
2023-06-09 13:43:26,923 Test_Score_3===>0021_diabetes.csv_DataSet==> 0.6727777777777778
2023-06-09 13:43:35,153 Test_Score_4===>0021_diabetes.csv_DataSet==> 0.7024528301886793
2023-06-09 13:43:43,068 Test_Score_5===>0021_diabetes.csv_DataSet==> 0.6702830188679245
2023-06-09 13:43:43,068 Test_Score_5_fold===>0021_diabetes.csv_DataSet==> 0.6941767994409503
2023-06-09 13:43:43,068 Start========>0026_spambase.csv_DataSet==========>
2023-06-09 13:43:43,214 num_class : 2
2023-06-09 13:43:50,743 Test_Score_1===>0026_spambase.csv_DataSet==> 0.9440593619479251
2023-06-09 13:44:01,947 Test_Score_2===>0026_spambase.csv_DataSet==> 0.9431230865864454
2023-06-09 13:44:09,672 Test_Score_3===>0026_spambase.csv_DataSet==> 0.9512020812004491
2023-06-09 13:44:17,084 Test_Score_4===>0026_spambase.csv_DataSet==> 0.958934830392681
2023-06-09 13:44:22,942 Test_Score_5===>0026_spambase.csv_DataSet==> 0.9356026852016872
2023-06-09 13:44:22,943 Test_Score_5_fold===>0026_spambase.csv_DataSet==> 0.9465844090658375
2023-06-09 13:44:22,943 Start========>0032_vehicle.csv_DataSet==========>
2023-06-09 13:44:22,981 num_class : 4
2023-06-09 13:44:47,749 Test_Score_1===>0032_vehicle.csv_DataSet==> 0.9329475033597193
2023-06-09 13:45:17,243 Test_Score_2===>0032_vehicle.csv_DataSet==> 0.9284074130004364
2023-06-09 13:45:33,999 Test_Score_3===>0032_vehicle.csv_DataSet==> 0.9123108157991879
2023-06-09 13:45:34,575 Test_Score_4===>0032_vehicle.csv_DataSet==> 0.9323318316050875
2023-06-09 13:45:55,692 Test_Score_5===>0032_vehicle.csv_DataSet==> 0.9450319225873579
2023-06-09 13:45:55,693 Test_Score_5_fold===>0032_vehicle.csv_DataSet==> 0.9302058972703579
2023-06-09 13:45:55,693 Start========>0039_electricity.csv_DataSet==========>
2023-06-09 13:45:55,826 num_class : 2
2023-06-09 13:46:11,366 Test_Score_1===>0039_electricity.csv_DataSet==> 0.9074676389273706
2023-06-09 13:46:27,027 Test_Score_2===>0039_electricity.csv_DataSet==> 0.9100600877446514
2023-06-09 13:46:41,670 Test_Score_3===>0039_electricity.csv_DataSet==> 0.9050135815758118
2023-06-09 13:46:45,291 Test_Score_4===>0039_electricity.csv_DataSet==> 0.9020070924760886
2023-06-09 13:46:50,483 Test_Score_5===>0039_electricity.csv_DataSet==> 0.9089935228631292
2023-06-09 13:46:50,483 Test_Score_5_fold===>0039_electricity.csv_DataSet==> 0.9067083847174103
2023-06-09 13:46:50,483 Start========>0042_satimage.csv_DataSet==========>
2023-06-09 13:46:51,763 num_class : 6
2023-06-09 13:47:44,584 Test_Score_1===>0042_satimage.csv_DataSet==> 0.9896293504251641
2023-06-09 13:48:35,115 Test_Score_2===>0042_satimage.csv_DataSet==> 0.9871580398353977
2023-06-09 13:49:45,282 Test_Score_3===>0042_satimage.csv_DataSet==> 0.9910144851775912
2023-06-09 13:50:55,048 Test_Score_4===>0042_satimage.csv_DataSet==> 0.9884023393302817
2023-06-09 13:52:03,934 Test_Score_5===>0042_satimage.csv_DataSet==> 0.9879483821819782
2023-06-09 13:52:03,935 Test_Score_5_fold===>0042_satimage.csv_DataSet==> 0.9888305193900825
2023-06-09 13:52:03,935 Start========>1670_eucalyptus.csv_DataSet==========>
2023-06-09 13:52:04,099 num_class : 5
2023-06-09 13:52:52,123 Test_Score_1===>1670_eucalyptus.csv_DataSet==> 0.8876012768454627
2023-06-09 13:53:42,308 Test_Score_2===>1670_eucalyptus.csv_DataSet==> 0.9042877104131255
2023-06-09 13:54:31,356 Test_Score_3===>1670_eucalyptus.csv_DataSet==> 0.8954256483949175
2023-06-09 13:55:21,450 Test_Score_4===>1670_eucalyptus.csv_DataSet==> 0.9177911320560822
2023-06-09 13:56:10,856 Test_Score_5===>1670_eucalyptus.csv_DataSet==> 0.9070356231070515
2023-06-09 13:56:10,856 Test_Score_5_fold===>1670_eucalyptus.csv_DataSet==> 0.9024282781633278
2023-06-09 13:56:10,857 Start========>1671_sick.csv_DataSet==========>
2023-06-09 13:56:11,258 num_class : 2
2023-06-09 13:56:19,955 Test_Score_1===>1671_sick.csv_DataSet==> 0.9203869503894033
2023-06-09 13:56:28,692 Test_Score_2===>1671_sick.csv_DataSet==> 0.9773109748767881
2023-06-09 13:56:37,033 Test_Score_3===>1671_sick.csv_DataSet==> 0.8783161385408991
2023-06-09 13:56:45,828 Test_Score_4===>1671_sick.csv_DataSet==> 0.9652726602800296
2023-06-09 13:56:54,003 Test_Score_5===>1671_sick.csv_DataSet==> 0.9014676983542128
2023-06-09 13:56:54,004 Test_Score_5_fold===>1671_sick.csv_DataSet==> 0.9285508844882665
2023-06-09 13:56:54,004 Start========>0114_analcatdata_dmft.csv_DataSet==========>
2023-06-09 13:56:54,084 num_class : 6
2023-06-09 13:58:14,013 Test_Score_1===>0114_analcatdata_dmft.csv_DataSet==> 0.5708060184890623
2023-06-09 13:59:33,389 Test_Score_2===>0114_analcatdata_dmft.csv_DataSet==> 0.4927764457048329
2023-06-09 14:00:51,848 Test_Score_3===>0114_analcatdata_dmft.csv_DataSet==> 0.5074998622357921
2023-06-09 14:02:13,226 Test_Score_4===>0114_analcatdata_dmft.csv_DataSet==> 0.5705893738661003
2023-06-09 14:03:33,580 Test_Score_5===>0114_analcatdata_dmft.csv_DataSet==> 0.4994224773913911
2023-06-09 14:03:33,581 Test_Score_5_fold===>0114_analcatdata_dmft.csv_DataSet==> 0.5282188355374358
2023-06-09 14:03:33,581 Start========>0505_pc4.csv_DataSet==========>
2023-06-09 14:03:33,680 num_class : 2
2023-06-09 14:03:44,494 Test_Score_1===>0505_pc4.csv_DataSet==> 0.6848958333333334
2023-06-09 14:03:55,666 Test_Score_2===>0505_pc4.csv_DataSet==> 0.7721354166666667
2023-06-09 14:04:06,019 Test_Score_3===>0505_pc4.csv_DataSet==> 0.7562934027777778
2023-06-09 14:04:16,610 Test_Score_4===>0505_pc4.csv_DataSet==> 0.7337053571428571
2023-06-09 14:04:27,417 Test_Score_5===>0505_pc4.csv_DataSet==> 0.7233258928571429
2023-06-09 14:04:27,418 Test_Score_5_fold===>0505_pc4.csv_DataSet==> 0.7340711805555555
2023-06-09 14:04:27,418 Start========>0506_pc3.csv_DataSet==========>
2023-06-09 14:04:27,612 num_class : 2
2023-06-09 14:04:39,416 Test_Score_1===>0506_pc3.csv_DataSet==> 0.5326401245551601
2023-06-09 14:04:51,459 Test_Score_2===>0506_pc3.csv_DataSet==> 0.6161032028469751
2023-06-09 14:05:03,257 Test_Score_3===>0506_pc3.csv_DataSet==> 0.6036476868327403
2023-06-09 14:05:14,869 Test_Score_4===>0506_pc3.csv_DataSet==> 0.6
2023-06-09 14:05:26,646 Test_Score_5===>0506_pc3.csv_DataSet==> 0.5566964285714286
2023-06-09 14:05:26,647 Test_Score_5_fold===>0506_pc3.csv_DataSet==> 0.5818174885612608
2023-06-09 14:05:26,647 Start========>0507_jm1.csv_DataSet==========>
2023-06-09 14:05:26,804 num_class : 2
2023-06-09 14:05:43,128 Test_Score_1===>0507_jm1.csv_DataSet==> 0.5946595047046028
2023-06-09 14:05:59,398 Test_Score_2===>0507_jm1.csv_DataSet==> 0.6042580849371547
2023-06-09 14:06:15,743 Test_Score_3===>0507_jm1.csv_DataSet==> 0.5812619373549256
2023-06-09 14:06:32,007 Test_Score_4===>0507_jm1.csv_DataSet==> 0.5892494819255596
2023-06-09 14:06:48,282 Test_Score_5===>0507_jm1.csv_DataSet==> 0.5859278162595698
2023-06-09 14:06:48,282 Test_Score_5_fold===>0507_jm1.csv_DataSet==> 0.5910713650363626
2023-06-09 14:06:48,283 Start========>0512_kc2.csv_DataSet==========>
2023-06-09 14:06:48,348 num_class : 2
2023-06-09 14:06:58,692 Test_Score_1===>0512_kc2.csv_DataSet==> 0.7834063526834611
2023-06-09 14:07:08,351 Test_Score_2===>0512_kc2.csv_DataSet==> 0.6289704271631983
2023-06-09 14:07:18,815 Test_Score_3===>0512_kc2.csv_DataSet==> 0.7791164658634537
2023-06-09 14:07:29,070 Test_Score_4===>0512_kc2.csv_DataSet==> 0.6540447504302928
2023-06-09 14:07:39,270 Test_Score_5===>0512_kc2.csv_DataSet==> 0.6778542742398165
2023-06-09 14:07:39,270 Test_Score_5_fold===>0512_kc2.csv_DataSet==> 0.7046784540760445
2023-06-09 14:07:39,270 Start========>0516_kc1.csv_DataSet==========>
2023-06-09 14:07:39,352 num_class : 2
2023-06-09 14:07:52,104 Test_Score_1===>0516_kc1.csv_DataSet==> 0.623744882568412
2023-06-09 14:08:04,783 Test_Score_2===>0516_kc1.csv_DataSet==> 0.6552036199095023
2023-06-09 14:08:17,581 Test_Score_3===>0516_kc1.csv_DataSet==> 0.6391079508726568
2023-06-09 14:08:30,199 Test_Score_4===>0516_kc1.csv_DataSet==> 0.5953779366700714
2023-06-09 14:08:42,940 Test_Score_5===>0516_kc1.csv_DataSet==> 0.6131806395851339
2023-06-09 14:08:42,941 Test_Score_5_fold===>0516_kc1.csv_DataSet==> 0.6253230059211552
2023-06-09 14:08:42,941 Start========>0517_pc1.csv_DataSet==========>
2023-06-09 14:08:42,990 num_class : 2
2023-06-09 14:08:53,051 Test_Score_1===>0517_pc1.csv_DataSet==> 0.6570048309178744
2023-06-09 14:09:03,654 Test_Score_2===>0517_pc1.csv_DataSet==> 0.6975845410628019
2023-06-09 14:09:13,861 Test_Score_3===>0517_pc1.csv_DataSet==> 0.7427184466019419
2023-06-09 14:09:23,190 Test_Score_4===>0517_pc1.csv_DataSet==> 0.5503640776699029
2023-06-09 14:09:33,417 Test_Score_5===>0517_pc1.csv_DataSet==> 0.6309061488673139
2023-06-09 14:09:33,417 Test_Score_5_fold===>0517_pc1.csv_DataSet==> 0.6557156090239671
2023-06-09 14:09:33,418 Start========>1674_adult.csv_DataSet==========>
2023-06-09 14:09:35,717 num_class : 2
2023-06-09 14:09:52,818 Test_Score_1===>1674_adult.csv_DataSet==> 0.8055457802314513
2023-06-09 14:10:09,762 Test_Score_2===>1674_adult.csv_DataSet==> 0.7982193235076648
2023-06-09 14:10:26,567 Test_Score_3===>1674_adult.csv_DataSet==> 0.7960375376441438
2023-06-09 14:10:43,181 Test_Score_4===>1674_adult.csv_DataSet==> 0.7929613116754587
2023-06-09 14:10:59,547 Test_Score_5===>1674_adult.csv_DataSet==> 0.7887458931109297
2023-06-09 14:10:59,548 Test_Score_5_fold===>1674_adult.csv_DataSet==> 0.7963019692339296
2023-06-09 14:10:59,548 Start========>0667_PhishingWebsites.csv_DataSet==========>
2023-06-09 14:10:59,758 num_class : 2
2023-06-09 14:11:15,627 Test_Score_1===>0667_PhishingWebsites.csv_DataSet==> 0.9671144249738888
2023-06-09 14:11:31,527 Test_Score_2===>0667_PhishingWebsites.csv_DataSet==> 0.9718844808435153
2023-06-09 14:11:47,137 Test_Score_3===>0667_PhishingWebsites.csv_DataSet==> 0.959461363749399
2023-06-09 14:12:02,949 Test_Score_4===>0667_PhishingWebsites.csv_DataSet==> 0.9644635561068146
2023-06-09 14:12:18,263 Test_Score_5===>0667_PhishingWebsites.csv_DataSet==> 0.9670810229096747
2023-06-09 14:12:18,263 Test_Score_5_fold===>0667_PhishingWebsites.csv_DataSet==> 0.9660009697166585
2023-06-09 14:12:18,264 Start========>1679_cylinder-bands.csv_DataSet==========>
2023-06-09 14:12:18,348 num_class : 2
2023-06-09 14:12:28,196 Test_Score_1===>1679_cylinder-bands.csv_DataSet==> 0.8075035063113605
2023-06-09 14:12:38,247 Test_Score_2===>1679_cylinder-bands.csv_DataSet==> 0.7889200561009817
2023-06-09 14:12:48,252 Test_Score_3===>1679_cylinder-bands.csv_DataSet==> 0.7349228611500701
2023-06-09 14:12:58,482 Test_Score_4===>1679_cylinder-bands.csv_DataSet==> 0.8412698412698412
2023-06-09 14:13:08,735 Test_Score_5===>1679_cylinder-bands.csv_DataSet==> 0.7619047619047621
2023-06-09 14:13:08,736 Test_Score_5_fold===>1679_cylinder-bands.csv_DataSet==> 0.7869042053474031
2023-06-09 14:13:08,736 Start========>1682_MiceProtein.csv_DataSet==========>
2023-06-09 14:13:08,924 num_class : 8
2023-06-09 14:13:47,634 Test_Score_1===>1682_MiceProtein.csv_DataSet==> 0.9990163349290333
2023-06-09 14:14:26,121 Test_Score_2===>1682_MiceProtein.csv_DataSet==> 0.9985334257159655
2023-06-09 14:15:04,609 Test_Score_3===>1682_MiceProtein.csv_DataSet==> 0.9996259203269785
2023-06-09 14:15:42,428 Test_Score_4===>1682_MiceProtein.csv_DataSet==> 0.9998334313149128
2023-06-09 14:16:20,070 Test_Score_5===>1682_MiceProtein.csv_DataSet==> 0.9990838722320204
2023-06-09 14:16:20,070 Test_Score_5_fold===>1682_MiceProtein.csv_DataSet==> 0.9992185969037821
2023-06-09 14:16:20,070 Start========>0745_climate-model-simulation-crashes.csv_DataSet==========>
2023-06-09 14:16:20,134 num_class : 2
2023-06-09 14:16:25,069 Test_Score_1===>0745_climate-model-simulation-crashes.csv_DataSet==> 0.7346938775510203
2023-06-09 14:16:30,454 Test_Score_2===>0745_climate-model-simulation-crashes.csv_DataSet==> 0.7727272727272728
2023-06-09 14:16:35,710 Test_Score_3===>0745_climate-model-simulation-crashes.csv_DataSet==> 0.6666666666666667
2023-06-09 14:16:41,184 Test_Score_4===>0745_climate-model-simulation-crashes.csv_DataSet==> 0.7171717171717171
2023-06-09 14:16:46,536 Test_Score_5===>0745_climate-model-simulation-crashes.csv_DataSet==> 0.712121212121212
2023-06-09 14:16:46,536 Test_Score_5_fold===>0745_climate-model-simulation-crashes.csv_DataSet==> 0.7206761492475777
2023-06-09 14:16:46,536 Start========>0741_wilt.csv_DataSet==========>
2023-06-09 14:16:46,586 num_class : 2
2023-06-09 14:16:56,340 Test_Score_1===>0741_wilt.csv_DataSet==> 0.8835137643055985
2023-06-09 14:17:06,385 Test_Score_2===>0741_wilt.csv_DataSet==> 0.8931390661740006
2023-06-09 14:17:15,847 Test_Score_3===>0741_wilt.csv_DataSet==> 0.8700873362445415
2023-06-09 14:17:25,418 Test_Score_4===>0741_wilt.csv_DataSet==> 0.8739082969432315
2023-06-09 14:17:35,213 Test_Score_5===>0741_wilt.csv_DataSet==> 0.9502837326607818
2023-06-09 14:17:35,213 Test_Score_5_fold===>0741_wilt.csv_DataSet==> 0.8941864392656308
2023-06-09 14:17:35,213 Start========>0737_car.csv_DataSet==========>
2023-06-09 14:17:35,243 num_class : 4
2023-06-09 14:18:13,580 Test_Score_1===>0737_car.csv_DataSet==> 0.9943179115257038
2023-06-09 14:18:54,021 Test_Score_2===>0737_car.csv_DataSet==> 0.9995361781076068
2023-06-09 14:19:33,932 Test_Score_3===>0737_car.csv_DataSet==> 0.9964737643309073
2023-06-09 14:20:13,004 Test_Score_4===>0737_car.csv_DataSet==> 0.9887926758556129
2023-06-09 14:20:52,158 Test_Score_5===>0737_car.csv_DataSet==> 0.9898402036559931
2023-06-09 14:20:52,158 Test_Score_5_fold===>0737_car.csv_DataSet==> 0.9937921466951648
2023-06-09 14:20:52,158 Start========>0742_segment.csv_DataSet==========>
2023-06-09 14:20:52,253 num_class : 7
2023-06-09 14:21:42,205 Test_Score_1===>0742_segment.csv_DataSet==> 0.995195461104552
2023-06-09 14:22:29,307 Test_Score_2===>0742_segment.csv_DataSet==> 0.9946270059906424
2023-06-09 14:23:18,322 Test_Score_3===>0742_segment.csv_DataSet==> 0.9949932222659496
2023-06-09 14:24:07,112 Test_Score_4===>0742_segment.csv_DataSet==> 0.9928505837596747
2023-06-09 14:24:55,434 Test_Score_5===>0742_segment.csv_DataSet==> 0.9929435043071406
2023-06-09 14:24:55,434 Test_Score_5_fold===>0742_segment.csv_DataSet==> 0.9941219554855918
2023-06-09 14:24:55,434 Start========>0753_jungle_chess_2pcs_raw_endgame_complete.csv_DataSet==========>
2023-06-09 14:24:55,579 num_class : 3
2023-06-09 14:25:57,582 Test_Score_1===>0753_jungle_chess_2pcs_raw_endgame_complete.csv_DataSet==> 0.9701150334096859
2023-06-09 14:27:00,849 Test_Score_2===>0753_jungle_chess_2pcs_raw_endgame_complete.csv_DataSet==> 0.9714177459129895
2023-06-09 14:28:04,193 Test_Score_3===>0753_jungle_chess_2pcs_raw_endgame_complete.csv_DataSet==> 0.9730130731335422
2023-06-09 14:29:07,024 Test_Score_4===>0753_jungle_chess_2pcs_raw_endgame_complete.csv_DataSet==> 0.9710861714363372
2023-06-09 14:30:09,802 Test_Score_5===>0753_jungle_chess_2pcs_raw_endgame_complete.csv_DataSet==> 0.9705540941691444
2023-06-09 14:30:09,803 Test_Score_5_fold===>0753_jungle_chess_2pcs_raw_endgame_complete.csv_DataSet==> 0.9712372236123399
2023-06-09 14:30:09,803 Start========>0722_churn.csv_DataSet==========>
2023-06-09 14:30:09,903 num_class : 2
2023-06-09 14:30:23,420 Test_Score_1===>0722_churn.csv_DataSet==> 0.8516995681932645
2023-06-09 14:30:37,007 Test_Score_2===>0722_churn.csv_DataSet==> 0.8286767559177337
2023-06-09 14:30:50,203 Test_Score_3===>0722_churn.csv_DataSet==> 0.8748833791560368
2023-06-09 14:31:03,634 Test_Score_4===>0722_churn.csv_DataSet==> 0.84392954463377
2023-06-09 14:31:17,201 Test_Score_5===>0722_churn.csv_DataSet==> 0.8527446731672084
2023-06-09 14:31:17,201 Test_Score_5_fold===>0722_churn.csv_DataSet==> 0.8503867842136028
2023-06-09 14:31:17,201 Start========>2633_porto-seguro_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==========>
2023-06-09 14:31:17,340 num_class : 2
2023-06-09 14:31:27,573 Test_Score_1===>2633_porto-seguro_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.49870466321243523
2023-06-09 14:31:37,791 Test_Score_2===>2633_porto-seguro_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.5
2023-06-09 14:31:47,909 Test_Score_3===>2633_porto-seguro_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.4987012987012987
2023-06-09 14:31:57,911 Test_Score_4===>2633_porto-seguro_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.4987012987012987
2023-06-09 14:32:08,265 Test_Score_5===>2633_porto-seguro_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.5
2023-06-09 14:32:08,265 Test_Score_5_fold===>2633_porto-seguro_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.4992214521230065
2023-06-09 14:32:08,266 Start========>2568_Amazon_employee_access_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==========>
2023-06-09 14:32:08,295 num_class : 2
2023-06-09 14:32:20,001 Test_Score_1===>2568_Amazon_employee_access_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.5368469611348172
2023-06-09 14:32:31,618 Test_Score_2===>2568_Amazon_employee_access_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.5164340906469842
2023-06-09 14:32:43,374 Test_Score_3===>2568_Amazon_employee_access_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.4946949602122016
2023-06-09 14:32:54,923 Test_Score_4===>2568_Amazon_employee_access_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.5585860915695998
2023-06-09 14:33:06,144 Test_Score_5===>2568_Amazon_employee_access_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.5115248226950354
2023-06-09 14:33:06,144 Test_Score_5_fold===>2568_Amazon_employee_access_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.5236173852517276
2023-06-09 14:33:06,145 Start========>2473_cmc_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==========>
2023-06-09 14:33:06,175 num_class : 3
2023-06-09 14:33:45,238 Test_Score_1===>2473_cmc_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6609420993383534
2023-06-09 14:34:25,634 Test_Score_2===>2473_cmc_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6684585940512191
2023-06-09 14:35:05,695 Test_Score_3===>2473_cmc_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6777471898831121
2023-06-09 14:35:45,989 Test_Score_4===>2473_cmc_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6760579652736515
2023-06-09 14:36:25,690 Test_Score_5===>2473_cmc_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6828689883913764
2023-06-09 14:36:25,690 Test_Score_5_fold===>2473_cmc_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6732149673875425
2023-06-09 14:36:25,690 Start========>2293_Higgs_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==========>
2023-06-09 14:36:25,760 num_class : 2
2023-06-09 14:36:40,285 Test_Score_1===>2293_Higgs_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6625000000000001
2023-06-09 14:36:54,733 Test_Score_2===>2293_Higgs_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6525
2023-06-09 14:37:09,383 Test_Score_3===>2293_Higgs_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6824999999999999
2023-06-09 14:37:24,252 Test_Score_4===>2293_Higgs_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6950000000000001
2023-06-09 14:37:38,939 Test_Score_5===>2293_Higgs_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6525000000000001
2023-06-09 14:37:38,939 Test_Score_5_fold===>2293_Higgs_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv_DataSet==> 0.6689999999999999
2023-06-09 14:37:38,939 meaning_5_fold=>0.9994276370562536=>0002_letter.csv
2023-06-09 14:37:38,939 meaning_5_fold=>0.9282034218369623=>0008_breast-w.csv
2023-06-09 14:37:38,939 meaning_5_fold=>0.6732149673875425=>0012_cmc.csv
2023-06-09 14:37:38,939 meaning_5_fold=>0.6733333333333335=>0017_credit-g.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.6941767994409503=>0021_diabetes.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.9465844090658375=>0026_spambase.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.9302058972703579=>0032_vehicle.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.9067083847174103=>0039_electricity.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.9888305193900825=>0042_satimage.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.9024282781633278=>1670_eucalyptus.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.9285508844882665=>1671_sick.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.5282188355374358=>0114_analcatdata_dmft.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.7340711805555555=>0505_pc4.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.5818174885612608=>0506_pc3.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.5910713650363626=>0507_jm1.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.7046784540760445=>0512_kc2.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.6253230059211552=>0516_kc1.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.6557156090239671=>0517_pc1.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.7963019692339296=>1674_adult.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.9660009697166585=>0667_PhishingWebsites.csv
2023-06-09 14:37:38,940 meaning_5_fold=>0.7869042053474031=>1679_cylinder-bands.csv
2023-06-09 14:37:38,941 meaning_5_fold=>0.9992185969037821=>1682_MiceProtein.csv
2023-06-09 14:37:38,941 meaning_5_fold=>0.7206761492475777=>0745_climate-model-simulation-crashes.csv
2023-06-09 14:37:38,941 meaning_5_fold=>0.8941864392656308=>0741_wilt.csv
2023-06-09 14:37:38,941 meaning_5_fold=>0.9937921466951648=>0737_car.csv
2023-06-09 14:37:38,941 meaning_5_fold=>0.9941219554855918=>0742_segment.csv
2023-06-09 14:37:38,941 meaning_5_fold=>0.9712372236123399=>0753_jungle_chess_2pcs_raw_endgame_complete.csv
2023-06-09 14:37:38,941 meaning_5_fold=>0.8503867842136028=>0722_churn.csv
2023-06-09 14:37:38,941 meaning_5_fold=>0.4992214521230065=>2633_porto-seguro_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv
2023-06-09 14:37:38,941 meaning_5_fold=>0.5236173852517276=>2568_Amazon_employee_access_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv
2023-06-09 14:37:38,941 meaning_5_fold=>0.6732149673875425=>2473_cmc_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv
2023-06-09 14:37:38,941 meaning_5_fold=>0.6689999999999999=>2293_Higgs_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True.csv
2023-06-09 14:37:38,941 meaning all data=>0.7915762723545645