7833506 2702 OpenML_Bot R 146065 Supervised Classification precision 6767 mlr.classif.xgboost(9) 5865195 booster gblinear 6767 eta 0.472475982620228 6767 subsample 0.617737771710381 6767 lambda 49.9041777243596 6767 alpha 27.3775525110867 6767 nthread 1 6767 nrounds 919 6767 verbose 0 6767 openml.seed 1 6767 openml.kind Mersenne-Twister 6767 openml.normal.kind Inversion 6767 AzureBot24 botV1 mlrRandomBot sciBenchV1.0 334 monks-problems-2 https://www.openml.org/data/download/52237/php4fATLZ -1 16590781 description https://api.openml.org/data/download/16590781/description7416472ea696.xml -1 16590782 predictions https://api.openml.org/data/download/16590782/predictions74166acd0619.arff area_under_roc_curve 0.490998 [0.490998,0.490998] average_cost 0 f_measure 0.521303 [0.793173,0] kappa 0 kb_relative_information_score 0.123166 mean_absolute_error 0.450566 mean_prior_absolute_error 0.450716 number_of_instances 601 [395,206] precision 0.431962 [0.657238,0] predictive_accuracy 0.657238 prior_entropy 0.927926 recall 0.657238 [1,0] relative_absolute_error 0.999666 root_mean_prior_squared_error 0.474633 root_mean_squared_error 0.474648 root_relative_squared_error 1.000032 scimark_benchmark 1341.60703419376 [ 1356.97281216377, 916.517005663798, 452.821950529326, 1701.82654345373, 2279.8968591582 ] total_cost 0 usercpu_time_millis 6.88200000000002 usercpu_time_millis_testing 0.009000000000011 usercpu_time_millis_training 6.873 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] 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 0.519396 [0.792079,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.533333 [0.8,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] f_measure 0.512121 [0.787879,0] kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.031065 kb_relative_information_score -0.047444 kb_relative_information_score -0.047444 kb_relative_information_score -0.047444 kb_relative_information_score -0.047444 kb_relative_information_score 0.056375 kb_relative_information_score 0.056375 kb_relative_information_score 0.056375 kb_relative_information_score 0.056375 kb_relative_information_score 0.056375 mean_absolute_error 0.450971 mean_absolute_error 0.447936 mean_absolute_error 0.447936 mean_absolute_error 0.447936 mean_absolute_error 0.447936 mean_absolute_error 0.452588 mean_absolute_error 0.452588 mean_absolute_error 0.452588 mean_absolute_error 0.452588 mean_absolute_error 0.452588 mean_prior_absolute_error 0.451187 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 number_of_instances 61 [40,21] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] precision 0.429992 [0.655738,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.444444 [0.666667,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] precision 0.4225 [0.65,0] predictive_accuracy 0.655738 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 predictive_accuracy 0.65 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 recall 0.655738 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.666667 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] recall 0.65 [1,0] relative_absolute_error 0.999523 relative_absolute_error 1.00039 relative_absolute_error 1.00039 relative_absolute_error 1.00039 relative_absolute_error 1.00039 relative_absolute_error 0.999123 relative_absolute_error 0.999123 relative_absolute_error 0.999123 relative_absolute_error 0.999123 relative_absolute_error 0.999123 root_mean_prior_squared_error 0.475128 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_squared_error 0.47513 root_mean_squared_error 0.471521 root_mean_squared_error 0.471521 root_mean_squared_error 0.471521 root_mean_squared_error 0.471521 root_mean_squared_error 0.477037 root_mean_squared_error 0.477037 root_mean_squared_error 0.477037 root_mean_squared_error 0.477037 root_mean_squared_error 0.477037 root_relative_squared_error 1.000004 root_relative_squared_error 1.000024 root_relative_squared_error 1.000024 root_relative_squared_error 1.000024 root_relative_squared_error 1.000024 root_relative_squared_error 1.000043 root_relative_squared_error 1.000043 root_relative_squared_error 1.000043 root_relative_squared_error 1.000043 root_relative_squared_error 1.000043 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