7830096 2702 OpenML_Bot R 146064 Supervised Classification precision 6766 mlr.classif.glmnet(11) 5861787 alpha 0.0249699398409575 6766 s 0.01 6766 lambda 0.951576321298764 6766 openml.seed 1 6766 openml.kind Mersenne-Twister 6766 openml.normal.kind Inversion 6766 AzureBot24 botV1 mlrRandomBot sciBenchV1.0 333 monks-problems-1 https://www.openml.org/data/download/52236/phpAyyBys -1 16583973 description https://api.openml.org/data/download/16583973/descriptionf5d388636c2.xml -1 16583974 predictions https://api.openml.org/data/download/16583974/predictionsf5d5b3f4610.arff area_under_roc_curve 0.685782 [0.685782,0.685782] average_cost 0 f_measure 0.728973 [0.797704,0.660241] kappa 0.492806 kb_relative_information_score 53.9062 mean_absolute_error 0.463319 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 0.926638 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.466466 root_relative_squared_error 0.932932 scimark_benchmark 1295.34825723999 [ 1307.53749843515, 874.256561954569, 439.677551234341, 1685.94848912341, 2169.32118545246 ] total_cost 0 usercpu_time_millis 0.245999999999988 usercpu_time_millis_testing 0.128000000000007 usercpu_time_millis_training 0.117999999999981 area_under_roc_curve 0.704719 [0.704719,0.704719] area_under_roc_curve 0.720663 [0.720663,0.720663] area_under_roc_curve 0.602679 [0.602679,0.602679] area_under_roc_curve 0.67602 [0.67602,0.67602] area_under_roc_curve 0.731505 [0.731505,0.731505] area_under_roc_curve 0.649872 [0.649872,0.649872] area_under_roc_curve 0.668651 [0.668651,0.668651] area_under_roc_curve 0.699735 [0.699735,0.699735] area_under_roc_curve 0.760582 [0.760582,0.760582] area_under_roc_curve 0.669974 [0.669974,0.669974] 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 5.871187 kb_relative_information_score 5.208282 kb_relative_information_score 4.36348 kb_relative_information_score 5.302715 kb_relative_information_score 5.592336 kb_relative_information_score 5.129821 kb_relative_information_score 5.315936 kb_relative_information_score 5.850018 kb_relative_information_score 6.7456 kb_relative_information_score 4.526824 mean_absolute_error 0.460333 mean_absolute_error 0.464815 mean_absolute_error 0.470518 mean_absolute_error 0.464144 mean_absolute_error 0.462227 mean_absolute_error 0.465336 mean_absolute_error 0.463413 mean_absolute_error 0.459768 mean_absolute_error 0.453626 mean_absolute_error 0.468875 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 0.920666 relative_absolute_error 0.92963 relative_absolute_error 0.941037 relative_absolute_error 0.928288 relative_absolute_error 0.924454 relative_absolute_error 0.930671 relative_absolute_error 0.926826 relative_absolute_error 0.919535 relative_absolute_error 0.907253 relative_absolute_error 0.937749 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 0.463508 root_mean_squared_error 0.467928 root_mean_squared_error 0.473586 root_mean_squared_error 0.46735 root_mean_squared_error 0.465318 root_mean_squared_error 0.46852 root_mean_squared_error 0.466695 root_mean_squared_error 0.462912 root_mean_squared_error 0.45661 root_mean_squared_error 0.471874 root_relative_squared_error 0.927017 root_relative_squared_error 0.935856 root_relative_squared_error 0.947172 root_relative_squared_error 0.934701 root_relative_squared_error 0.930636 root_relative_squared_error 0.93704 root_relative_squared_error 0.933389 root_relative_squared_error 0.925824 root_relative_squared_error 0.913219 root_relative_squared_error 0.943748 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