7834830 2702 OpenML_Bot R 146065 Supervised Classification precision 6767 mlr.classif.xgboost(9) 5866518 eta 0.00213969763850468 6767 max_depth 3 6767 min_child_weight 2.78242613907447 6767 subsample 0.37994726637844 6767 colsample_bytree 0.521754164481536 6767 colsample_bylevel 0.530188859906048 6767 lambda 20.4867073759211 6767 alpha 45.9059294546867 6767 nthread 1 6767 nrounds 1335 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 16593415 description https://api.openml.org/data/download/16593415/description17af400e6709.xml -1 16593416 predictions https://api.openml.org/data/download/16593416/predictions17af3c529697.arff area_under_roc_curve 0.498372 [0.498372,0.498372] average_cost 0 f_measure 0.521303 [0.793173,0] kappa 0 kb_relative_information_score -110.429717 mean_absolute_error 0.499961 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 1.109259 root_mean_prior_squared_error 0.474633 root_mean_squared_error 0.499961 root_relative_squared_error 1.053364 scimark_benchmark 1339.29405991505 [ 1347.64647549055, 911.654935044843, 456.222809232193, 1728.44951925058, 2252.49656055708 ] total_cost 0 usercpu_time_millis 13.665 usercpu_time_millis_testing 0.0710000000000122 usercpu_time_millis_training 13.594 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 -11.104177 kb_relative_information_score -11.684423 kb_relative_information_score -11.690201 kb_relative_information_score -11.687241 kb_relative_information_score -11.683824 kb_relative_information_score -10.518924 kb_relative_information_score -10.509253 kb_relative_information_score -10.519676 kb_relative_information_score -10.514835 kb_relative_information_score -10.517162 mean_absolute_error 0.499976 mean_absolute_error 0.499952 mean_absolute_error 0.499983 mean_absolute_error 0.499967 mean_absolute_error 0.499949 mean_absolute_error 0.499973 mean_absolute_error 0.499921 mean_absolute_error 0.499977 mean_absolute_error 0.499951 mean_absolute_error 0.499963 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 1.108136 relative_absolute_error 1.11656 relative_absolute_error 1.116629 relative_absolute_error 1.116594 relative_absolute_error 1.116553 relative_absolute_error 1.103729 relative_absolute_error 1.103615 relative_absolute_error 1.103738 relative_absolute_error 1.103681 relative_absolute_error 1.103708 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 0.499976 root_mean_squared_error 0.499952 root_mean_squared_error 0.499983 root_mean_squared_error 0.499967 root_mean_squared_error 0.499949 root_mean_squared_error 0.499973 root_mean_squared_error 0.499921 root_mean_squared_error 0.499977 root_mean_squared_error 0.499951 root_mean_squared_error 0.499963 root_relative_squared_error 1.052298 root_relative_squared_error 1.060323 root_relative_squared_error 1.060388 root_relative_squared_error 1.060355 root_relative_squared_error 1.060316 root_relative_squared_error 1.048124 root_relative_squared_error 1.048015 root_relative_squared_error 1.048132 root_relative_squared_error 1.048078 root_relative_squared_error 1.048104 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