8081209 2702 OpenML_Bot R 37 Supervised Classification 5965 mlr.classif.ranger(9) 6111599 num.trees 1301 5965 mtry 7 5965 min.node.size 319 5965 sample.fraction 0.740586076071486 5965 respect.unordered.factors TRUE 5965 num.threads 1 5965 verbose FALSE 5965 openml.seed 1 5965 openml.kind Mersenne-Twister 5965 openml.normal.kind Inversion 5965 botV1 mlrRandomBot sciBenchV10 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 17084739 description https://api.openml.org/data/download/17084739/description6d602bbfd675.xml -1 17084740 predictions https://api.openml.org/data/download/17084740/predictions6d6010bff57e.arff area_under_roc_curve 0.805687 [0.805687,0.805687] average_cost 0 f_measure 0.730913 [0.813146,0.577495] kappa 0.39573 kb_relative_information_score 165.866251 mean_absolute_error 0.36555 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] precision 0.732725 [0.766372,0.669951] predictive_accuracy 0.740885 prior_entropy 0.933487 recall 0.740885 [0.866,0.507463] relative_absolute_error 0.804305 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.415593 root_relative_squared_error 0.87192 scimark_benchmark 1869.70369295354 [ 963.668861878453, 1333.53287750865, 494.811900460829, 2024.27799227799, 4532.22683264177 ] total_cost 0 usercpu_time_millis 1.725 usercpu_time_millis_testing 0.32 usercpu_time_millis_training 1.405 area_under_roc_curve 0.894815 [0.894815,0.894815] area_under_roc_curve 0.75037 [0.75037,0.75037] area_under_roc_curve 0.834074 [0.834074,0.834074] area_under_roc_curve 0.78963 [0.78963,0.78963] area_under_roc_curve 0.832593 [0.832593,0.832593] area_under_roc_curve 0.881481 [0.881481,0.881481] area_under_roc_curve 0.780741 [0.780741,0.780741] area_under_roc_curve 0.79037 [0.79037,0.79037] area_under_roc_curve 0.823077 [0.823077,0.823077] area_under_roc_curve 0.777692 [0.777692,0.777692] 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 0.809106 [0.87037,0.695652] f_measure 0.655325 [0.75,0.48] f_measure 0.734865 [0.807692,0.6] f_measure 0.688776 [0.803571,0.47619] f_measure 0.770002 [0.841121,0.638298] f_measure 0.775943 [0.834951,0.666667] f_measure 0.661767 [0.766355,0.468085] f_measure 0.742943 [0.82243,0.595745] f_measure 0.728851 [0.828829,0.536585] f_measure 0.734159 [0.803922,0.6] kappa 0.571542 kappa 0.232362 kappa 0.409509 kappa 0.301155 kappa 0.484443 kappa 0.502471 kappa 0.241827 kappa 0.423789 kappa 0.381849 kappa 0.404389 kb_relative_information_score 25.113578 kb_relative_information_score 10.430157 kb_relative_information_score 18.051712 kb_relative_information_score 14.891205 kb_relative_information_score 17.053661 kb_relative_information_score 20.846402 kb_relative_information_score 13.901885 kb_relative_information_score 14.867429 kb_relative_information_score 17.285031 kb_relative_information_score 13.425191 mean_absolute_error 0.33093 mean_absolute_error 0.39179 mean_absolute_error 0.359753 mean_absolute_error 0.37229 mean_absolute_error 0.367234 mean_absolute_error 0.35063 mean_absolute_error 0.37601 mean_absolute_error 0.370931 mean_absolute_error 0.357957 mean_absolute_error 0.378034 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.452427 mean_prior_absolute_error 0.452427 number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 76 [50,26] number_of_instances 76 [50,26] precision 0.821482 [0.810345,0.842105] precision 0.651923 [0.722222,0.521739] precision 0.733735 [0.777778,0.652174] precision 0.705069 [0.725806,0.666667] precision 0.775632 [0.789474,0.75] precision 0.775208 [0.811321,0.708333] precision 0.659934 [0.719298,0.55] precision 0.746708 [0.77193,0.7] precision 0.746995 [0.754098,0.733333] precision 0.73254 [0.788462,0.625] predictive_accuracy 0.818182 predictive_accuracy 0.662338 predictive_accuracy 0.74026 predictive_accuracy 0.714286 predictive_accuracy 0.779221 predictive_accuracy 0.779221 predictive_accuracy 0.675325 predictive_accuracy 0.753247 predictive_accuracy 0.75 predictive_accuracy 0.736842 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 recall 0.818182 [0.94,0.592593] recall 0.662338 [0.78,0.444444] recall 0.74026 [0.84,0.555556] recall 0.714286 [0.9,0.37037] recall 0.779221 [0.9,0.555556] recall 0.779221 [0.86,0.62963] recall 0.675325 [0.82,0.407407] recall 0.753247 [0.88,0.518519] recall 0.75 [0.92,0.423077] recall 0.736842 [0.82,0.576923] relative_absolute_error 0.727318 relative_absolute_error 0.861075 relative_absolute_error 0.790666 relative_absolute_error 0.818218 relative_absolute_error 0.807105 relative_absolute_error 0.770613 relative_absolute_error 0.826394 relative_absolute_error 0.815232 relative_absolute_error 0.791194 relative_absolute_error 0.83557 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.47447 root_mean_prior_squared_error 0.47447 root_mean_squared_error 0.37127 root_mean_squared_error 0.449081 root_mean_squared_error 0.40687 root_mean_squared_error 0.430358 root_mean_squared_error 0.407895 root_mean_squared_error 0.388342 root_mean_squared_error 0.43509 root_mean_squared_error 0.421784 root_mean_squared_error 0.411825 root_mean_squared_error 0.427792 root_relative_squared_error 0.778059 root_relative_squared_error 0.941124 root_relative_squared_error 0.852664 root_relative_squared_error 0.901887 root_relative_squared_error 0.854812 root_relative_squared_error 0.813834 root_relative_squared_error 0.911804 root_relative_squared_error 0.883919 root_relative_squared_error 0.867969 root_relative_squared_error 0.901621 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