7835167 2702 OpenML_Bot R 3492 Supervised Classification 5636 mlr.classif.rpart(29) 5866855 minsplit 3 5636 minbucket 20 5636 cp 0.172891214722767 5636 maxdepth 16 5636 xval 0 5636 openml.seed 1 5636 openml.kind Mersenne-Twister 5636 openml.normal.kind Inversion 5636 AzureBot3 botV1 mlrRandomBot sciBenchV1.0 333 monks-problems-1 https://www.openml.org/data/download/52236/phpAyyBys -1 16594087 description https://api.openml.org/data/download/16594087/description73a85d0ba927.xml -1 16594088 predictions https://api.openml.org/data/download/16594088/predictions73a8627fd8dc.arff area_under_roc_curve 0.729355 [0.729355,0.729355] average_cost 0 f_measure 0.728973 [0.797704,0.660241] kappa 0.492806 kb_relative_information_score 192.794863 mean_absolute_error 0.336612 mean_prior_absolute_error 0.5 number_of_instances 556 [278,278] precision 0.831742 [0.663484,1] predictive_accuracy 0.746403 prior_entropy 1 recall 0.746403 [1,0.492806] relative_absolute_error 0.673225 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.410365 root_relative_squared_error 0.82073 scimark_benchmark 1320.02846008196 [ 1332.43241550267, 908.066385113961, 454.185143982546, 1705.01936930726, 2200.43898650337 ] total_cost 0 usercpu_time_millis 0.0949999999999847 usercpu_time_millis_testing 0.0379999999999825 usercpu_time_millis_training 0.0570000000000022 area_under_roc_curve 0.767857 [0.767857,0.767857] area_under_roc_curve 0.732143 [0.732143,0.732143] area_under_roc_curve 0.696429 [0.696429,0.696429] area_under_roc_curve 0.75 [0.75,0.75] area_under_roc_curve 0.75 [0.75,0.75] area_under_roc_curve 0.732143 [0.732143,0.732143] area_under_roc_curve 0.75 [0.75,0.75] area_under_roc_curve 0.767857 [0.767857,0.767857] area_under_roc_curve 0.814815 [0.814815,0.814815] area_under_roc_curve 0.703704 [0.703704,0.703704] 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 0.754634 [0.811594,0.697674] f_measure 0.711439 [0.788732,0.634146] f_measure 0.665613 [0.767123,0.564103] f_measure 0.733333 [0.8,0.666667] f_measure 0.733333 [0.8,0.666667] f_measure 0.711439 [0.788732,0.634146] f_measure 0.729234 [0.794118,0.666667] f_measure 0.750838 [0.80597,0.697674] f_measure 0.811295 [0.848485,0.772727] f_measure 0.68017 [0.777778,0.578947] kappa 0.535714 kappa 0.464286 kappa 0.392857 kappa 0.5 kappa 0.5 kappa 0.464286 kappa 0.495413 kappa 0.531148 kappa 0.633822 kappa 0.411765 kb_relative_information_score 21.053128 kb_relative_information_score 18.345541 kb_relative_information_score 15.607788 kb_relative_information_score 19.70309 kb_relative_information_score 19.70309 kb_relative_information_score 18.345541 kb_relative_information_score 19.320915 kb_relative_information_score 20.676853 kb_relative_information_score 24.058468 kb_relative_information_score 15.98045 mean_absolute_error 0.322846 mean_absolute_error 0.34565 mean_absolute_error 0.368697 mean_absolute_error 0.334218 mean_absolute_error 0.334218 mean_absolute_error 0.34565 mean_absolute_error 0.333959 mean_absolute_error 0.322331 mean_absolute_error 0.294345 mean_absolute_error 0.363636 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 number_of_instances 56 [28,28] number_of_instances 56 [28,28] number_of_instances 56 [28,28] number_of_instances 56 [28,28] number_of_instances 56 [28,28] number_of_instances 56 [28,28] number_of_instances 55 [27,28] number_of_instances 55 [27,28] number_of_instances 55 [28,27] number_of_instances 55 [28,27] precision 0.841463 [0.682927,1] precision 0.825581 [0.651163,1] precision 0.811111 [0.622222,1] precision 0.833333 [0.666667,1] precision 0.833333 [0.666667,1] precision 0.825581 [0.651163,1] precision 0.832373 [0.658537,1] precision 0.840455 [0.675,1] precision 0.866029 [0.736842,1] precision 0.814876 [0.636364,1] predictive_accuracy 0.767857 predictive_accuracy 0.732143 predictive_accuracy 0.696429 predictive_accuracy 0.75 predictive_accuracy 0.75 predictive_accuracy 0.732143 predictive_accuracy 0.745455 predictive_accuracy 0.763636 predictive_accuracy 0.818182 predictive_accuracy 0.709091 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 recall 0.767857 [1,0.535714] recall 0.732143 [1,0.464286] recall 0.696429 [1,0.392857] recall 0.75 [1,0.5] recall 0.75 [1,0.5] recall 0.732143 [1,0.464286] recall 0.745455 [1,0.5] recall 0.763636 [1,0.535714] recall 0.818182 [1,0.62963] recall 0.709091 [1,0.407407] relative_absolute_error 0.645692 relative_absolute_error 0.691299 relative_absolute_error 0.737395 relative_absolute_error 0.668435 relative_absolute_error 0.668435 relative_absolute_error 0.691299 relative_absolute_error 0.667917 relative_absolute_error 0.644663 relative_absolute_error 0.58869 relative_absolute_error 0.727273 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.398593 root_mean_squared_error 0.417808 root_mean_squared_error 0.436585 root_mean_squared_error 0.40826 root_mean_squared_error 0.40826 root_mean_squared_error 0.417808 root_mean_squared_error 0.409451 root_mean_squared_error 0.399579 root_mean_squared_error 0.372113 root_mean_squared_error 0.431113 root_relative_squared_error 0.797187 root_relative_squared_error 0.835616 root_relative_squared_error 0.873169 root_relative_squared_error 0.81652 root_relative_squared_error 0.81652 root_relative_squared_error 0.835616 root_relative_squared_error 0.818902 root_relative_squared_error 0.799158 root_relative_squared_error 0.744226 root_relative_squared_error 0.862226 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