8089962 2702 OpenML_Bot R 37 Supervised Classification 5965 mlr.classif.ranger(9) 6120352 num.trees 1919 5965 mtry 8 5965 min.node.size 31 5965 replace FALSE 5965 sample.fraction 0.971464704163372 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 17102189 description https://api.openml.org/data/download/17102189/description6011eced47f.xml -1 17102190 predictions https://api.openml.org/data/download/17102190/predictions6011351c8346.arff area_under_roc_curve 0.80894 [0.80894,0.80894] average_cost 0 f_measure 0.731203 [0.79803,0.606526] kappa 0.404809 kb_relative_information_score 255.653058 mean_absolute_error 0.299653 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] precision 0.729911 [0.786408,0.624506] predictive_accuracy 0.733073 prior_entropy 0.933487 recall 0.733073 [0.81,0.589552] relative_absolute_error 0.659316 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.414471 root_relative_squared_error 0.869567 scimark_benchmark 1862.93199307057 [ 953.136961748634, 1328.93448827586, 494.81190046083, 2024.27799227799, 4513.49862258953 ] total_cost 0 usercpu_time_millis 12.564 usercpu_time_millis_testing 1.035 usercpu_time_millis_training 11.529 area_under_roc_curve 0.902963 [0.902963,0.902963] area_under_roc_curve 0.722222 [0.722222,0.722222] area_under_roc_curve 0.840741 [0.840741,0.840741] area_under_roc_curve 0.78 [0.78,0.78] area_under_roc_curve 0.79037 [0.79037,0.79037] area_under_roc_curve 0.83037 [0.83037,0.83037] area_under_roc_curve 0.842963 [0.842963,0.842963] area_under_roc_curve 0.879259 [0.879259,0.879259] area_under_roc_curve 0.792692 [0.792692,0.792692] area_under_roc_curve 0.711923 [0.711923,0.711923] 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 0.830412 [0.871287,0.754717] f_measure 0.693171 [0.780952,0.530612] f_measure 0.74026 [0.8,0.62963] f_measure 0.696863 [0.776699,0.54902] f_measure 0.70454 [0.762887,0.596491] f_measure 0.72605 [0.792079,0.603774] f_measure 0.754244 [0.808081,0.654545] f_measure 0.785102 [0.849057,0.666667] f_measure 0.715566 [0.8,0.553191] f_measure 0.660739 [0.734694,0.518519] kappa 0.626074 kappa 0.314894 kappa 0.42963 kappa 0.326872 kappa 0.360419 kappa 0.395966 kappa 0.462725 kappa 0.519126 kappa 0.356452 kappa 0.253776 kb_relative_information_score 38.378222 kb_relative_information_score 16.229345 kb_relative_information_score 26.604279 kb_relative_information_score 21.342129 kb_relative_information_score 20.618747 kb_relative_information_score 25.482219 kb_relative_information_score 30.695414 kb_relative_information_score 35.04974 kb_relative_information_score 23.170586 kb_relative_information_score 18.082376 mean_absolute_error 0.233838 mean_absolute_error 0.352716 mean_absolute_error 0.29646 mean_absolute_error 0.324819 mean_absolute_error 0.324905 mean_absolute_error 0.303573 mean_absolute_error 0.272347 mean_absolute_error 0.252142 mean_absolute_error 0.307828 mean_absolute_error 0.328383 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 0.829954 [0.862745,0.769231] precision 0.691263 [0.745455,0.590909] precision 0.74026 [0.8,0.62963] precision 0.694621 [0.754717,0.583333] precision 0.709892 [0.787234,0.566667] precision 0.725079 [0.784314,0.615385] precision 0.7555 [0.816327,0.642857] precision 0.788961 [0.803571,0.761905] precision 0.714172 [0.763636,0.619048] precision 0.664474 [0.75,0.5] predictive_accuracy 0.831169 predictive_accuracy 0.701299 predictive_accuracy 0.74026 predictive_accuracy 0.701299 predictive_accuracy 0.701299 predictive_accuracy 0.727273 predictive_accuracy 0.753247 predictive_accuracy 0.792208 predictive_accuracy 0.723684 predictive_accuracy 0.657895 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 0.831169 [0.88,0.740741] recall 0.701299 [0.82,0.481481] recall 0.74026 [0.8,0.62963] recall 0.701299 [0.8,0.518519] recall 0.701299 [0.74,0.62963] recall 0.727273 [0.8,0.592593] recall 0.753247 [0.8,0.666667] recall 0.792208 [0.9,0.592593] recall 0.723684 [0.84,0.5] recall 0.657895 [0.72,0.538462] relative_absolute_error 0.51393 relative_absolute_error 0.775198 relative_absolute_error 0.65156 relative_absolute_error 0.713886 relative_absolute_error 0.714076 relative_absolute_error 0.667191 relative_absolute_error 0.598564 relative_absolute_error 0.554157 relative_absolute_error 0.680393 relative_absolute_error 0.725827 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 0.345661 root_mean_squared_error 0.473201 root_mean_squared_error 0.402214 root_mean_squared_error 0.433301 root_mean_squared_error 0.420324 root_mean_squared_error 0.401738 root_mean_squared_error 0.400222 root_mean_squared_error 0.363709 root_mean_squared_error 0.418552 root_mean_squared_error 0.468924 root_relative_squared_error 0.724391 root_relative_squared_error 0.991672 root_relative_squared_error 0.842907 root_relative_squared_error 0.908055 root_relative_squared_error 0.88086 root_relative_squared_error 0.841909 root_relative_squared_error 0.838732 root_relative_squared_error 0.762214 root_relative_squared_error 0.882147 root_relative_squared_error 0.988312 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