7826633 2702 OpenML_Bot R 31 Supervised Classification 6766 mlr.classif.glmnet(11) 5858326 alpha 0.629857215331867 6766 s 0.01 6766 lambda 0.00229472578184191 6766 openml.seed 1 6766 openml.kind Mersenne-Twister 6766 openml.normal.kind Inversion 6766 AzureBot1 botV1 mlrRandomBot sciBenchV1.0 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 16577083 description https://api.openml.org/data/download/16577083/description23a55ae8bf5f.xml -1 16577084 predictions https://api.openml.org/data/download/16577084/predictions23a5212a7535.arff area_under_roc_curve 0.787133 [0.787133,0.787133] average_cost 0 f_measure 0.748322 [0.833676,0.549165] kappa 0.385743 kb_relative_information_score 243.450332 mean_absolute_error 0.312923 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.745958 [0.800263,0.619247] predictive_accuracy 0.757 prior_entropy 0.881778 recall 0.757 [0.87,0.493333] relative_absolute_error 0.744771 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.405573 root_relative_squared_error 0.885032 scimark_benchmark 1331.73461523251 [ 1344.3046341283, 907.729736120997, 454.545072164739, 1712.23030040973, 2239.8633333388 ] total_cost 0 usercpu_time_millis 0.878999999999998 usercpu_time_millis_testing 0.147000000000002 usercpu_time_millis_training 0.731999999999996 area_under_roc_curve 0.835714 [0.835714,0.835714] area_under_roc_curve 0.756667 [0.756667,0.756667] area_under_roc_curve 0.744286 [0.744286,0.744286] area_under_roc_curve 0.779048 [0.779048,0.779048] area_under_roc_curve 0.748095 [0.748095,0.748095] area_under_roc_curve 0.792857 [0.792857,0.792857] area_under_roc_curve 0.780476 [0.780476,0.780476] area_under_roc_curve 0.851905 [0.851905,0.851905] area_under_roc_curve 0.797143 [0.797143,0.797143] area_under_roc_curve 0.805714 [0.805714,0.805714] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.788965 [0.851064,0.644068] f_measure 0.68345 [0.820513,0.363636] f_measure 0.734325 [0.819444,0.535714] f_measure 0.79796 [0.859155,0.655172] f_measure 0.72 [0.8,0.533333] f_measure 0.714331 [0.818792,0.470588] f_measure 0.708571 [0.794326,0.508475] f_measure 0.811019 [0.878378,0.653846] f_measure 0.744 [0.84,0.52] f_measure 0.765333 [0.853333,0.56] kappa 0.495192 kappa 0.213483 kappa 0.356436 kappa 0.514563 kappa 0.333333 kappa 0.296875 kappa 0.302885 kappa 0.536082 kappa 0.368421 kappa 0.421053 kb_relative_information_score 27.031145 kb_relative_information_score 19.761901 kb_relative_information_score 18.917001 kb_relative_information_score 24.166074 kb_relative_information_score 17.894935 kb_relative_information_score 24.748462 kb_relative_information_score 25.282098 kb_relative_information_score 34.141116 kb_relative_information_score 25.756666 kb_relative_information_score 25.750934 mean_absolute_error 0.309354 mean_absolute_error 0.323395 mean_absolute_error 0.332933 mean_absolute_error 0.312729 mean_absolute_error 0.335591 mean_absolute_error 0.308898 mean_absolute_error 0.303313 mean_absolute_error 0.284657 mean_absolute_error 0.307386 mean_absolute_error 0.310974 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] precision 0.788101 [0.84507,0.655172] precision 0.692359 [0.744186,0.571429] precision 0.731185 [0.797297,0.576923] precision 0.796627 [0.847222,0.678571] precision 0.72 [0.8,0.533333] precision 0.711935 [0.772152,0.571429] precision 0.707285 [0.788732,0.517241] precision 0.815152 [0.833333,0.772727] precision 0.74625 [0.7875,0.65] precision 0.77 [0.8,0.7] predictive_accuracy 0.79 predictive_accuracy 0.72 predictive_accuracy 0.74 predictive_accuracy 0.8 predictive_accuracy 0.72 predictive_accuracy 0.73 predictive_accuracy 0.71 predictive_accuracy 0.82 predictive_accuracy 0.76 predictive_accuracy 0.78 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.79 [0.857143,0.633333] recall 0.72 [0.914286,0.266667] recall 0.74 [0.842857,0.5] recall 0.8 [0.871429,0.633333] recall 0.72 [0.8,0.533333] recall 0.73 [0.871429,0.4] recall 0.71 [0.8,0.5] recall 0.82 [0.928571,0.566667] recall 0.76 [0.9,0.433333] recall 0.78 [0.914286,0.466667] relative_absolute_error 0.736276 relative_absolute_error 0.769696 relative_absolute_error 0.792396 relative_absolute_error 0.744309 relative_absolute_error 0.798722 relative_absolute_error 0.735193 relative_absolute_error 0.721899 relative_absolute_error 0.677497 relative_absolute_error 0.731592 relative_absolute_error 0.740133 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.387728 root_mean_squared_error 0.426021 root_mean_squared_error 0.426868 root_mean_squared_error 0.39593 root_mean_squared_error 0.43176 root_mean_squared_error 0.412529 root_mean_squared_error 0.407712 root_mean_squared_error 0.364803 root_mean_squared_error 0.400349 root_mean_squared_error 0.39737 root_relative_squared_error 0.846092 root_relative_squared_error 0.929654 root_relative_squared_error 0.931503 root_relative_squared_error 0.863989 root_relative_squared_error 0.942178 root_relative_squared_error 0.900212 root_relative_squared_error 0.8897 root_relative_squared_error 0.796065 root_relative_squared_error 0.873632 root_relative_squared_error 0.867131 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0