1819699 64 Rafael Gomes Mantovani 37 Supervised Classification 4796 mlr.classif.rpart.preproc(16) 12689 minsplit 64 4796 minbucket 4 4796 cp 0.000230842465708488 4796 xval 0 4796 openml.seed 1 4796 openml.kind Mersenne-Twister 4796 openml.normal.kind Inversion 4796 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 4566499 BenchmarkResult https://api.openml.org/data/download/4566499/bmr31581e295919.rds -1 4566497 description https://api.openml.org/data/download/4566497/description31585879ccc6.xml -1 4566498 predictions https://api.openml.org/data/download/4566498/predictions315875973041.arff area_under_roc_curve 0.789951 [0.789951,0.789951] average_cost 0 f_measure 0.729502 [0.800389,0.59725] kappa 0.398478 kb_relative_information_score 239.518699 mean_absolute_error 0.315181 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] precision 0.727828 [0.779886,0.630705] predictive_accuracy 0.733073 prior_entropy 0.933487 recall 0.733073 [0.822,0.567164] relative_absolute_error 0.693481 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.419451 root_relative_squared_error 0.880014 total_cost 0 area_under_roc_curve 0.806667 [0.806667,0.806667] area_under_roc_curve 0.713333 [0.713333,0.713333] area_under_roc_curve 0.781852 [0.781852,0.781852] area_under_roc_curve 0.778148 [0.778148,0.778148] area_under_roc_curve 0.798889 [0.798889,0.798889] area_under_roc_curve 0.826296 [0.826296,0.826296] area_under_roc_curve 0.792963 [0.792963,0.792963] area_under_roc_curve 0.801111 [0.801111,0.801111] area_under_roc_curve 0.793462 [0.793462,0.793462] area_under_roc_curve 0.778077 [0.778077,0.778077] 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 0.816468 [0.862745,0.730769] f_measure 0.711592 [0.784314,0.576923] f_measure 0.702506 [0.767677,0.581818] f_measure 0.660482 [0.785714,0.428571] f_measure 0.681735 [0.731183,0.590164] f_measure 0.688776 [0.803571,0.47619] f_measure 0.754244 [0.808081,0.654545] f_measure 0.754564 [0.833333,0.608696] f_measure 0.766235 [0.841121,0.622222] f_measure 0.729677 [0.774194,0.644068] kappa 0.593821 kappa 0.361718 kappa 0.349614 kappa 0.237624 kappa 0.327158 kappa 0.301155 kappa 0.462725 kappa 0.449126 kappa 0.46875 kappa 0.42341 kb_relative_information_score 27.726704 kb_relative_information_score 18.38903 kb_relative_information_score 23.278213 kb_relative_information_score 22.333707 kb_relative_information_score 20.846715 kb_relative_information_score 24.707173 kb_relative_information_score 27.370417 kb_relative_information_score 26.114219 kb_relative_information_score 26.299576 kb_relative_information_score 22.452943 mean_absolute_error 0.306096 mean_absolute_error 0.344874 mean_absolute_error 0.32027 mean_absolute_error 0.321828 mean_absolute_error 0.327119 mean_absolute_error 0.309164 mean_absolute_error 0.295963 mean_absolute_error 0.30817 mean_absolute_error 0.299143 mean_absolute_error 0.319025 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 0.815944 [0.846154,0.76] precision 0.70989 [0.769231,0.6] precision 0.703949 [0.77551,0.571429] precision 0.671219 [0.709677,0.6] precision 0.699078 [0.790698,0.529412] precision 0.705069 [0.725806,0.666667] precision 0.7555 [0.816327,0.642857] precision 0.76218 [0.775862,0.736842] precision 0.771468 [0.789474,0.736842] precision 0.747765 [0.837209,0.575758] predictive_accuracy 0.818182 predictive_accuracy 0.714286 predictive_accuracy 0.701299 predictive_accuracy 0.688312 predictive_accuracy 0.675325 predictive_accuracy 0.714286 predictive_accuracy 0.753247 predictive_accuracy 0.766234 predictive_accuracy 0.776316 predictive_accuracy 0.723684 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 [0.88,0.703704] recall 0.714286 [0.8,0.555556] recall 0.701299 [0.76,0.592593] recall 0.688312 [0.88,0.333333] recall 0.675325 [0.68,0.666667] recall 0.714286 [0.9,0.37037] recall 0.753247 [0.8,0.666667] recall 0.766234 [0.9,0.518519] recall 0.776316 [0.9,0.538462] recall 0.723684 [0.72,0.730769] relative_absolute_error 0.672737 relative_absolute_error 0.757963 relative_absolute_error 0.703889 relative_absolute_error 0.707313 relative_absolute_error 0.718942 relative_absolute_error 0.67948 relative_absolute_error 0.650466 relative_absolute_error 0.677296 relative_absolute_error 0.661198 relative_absolute_error 0.705141 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 0.388863 root_mean_squared_error 0.459368 root_mean_squared_error 0.431977 root_mean_squared_error 0.426886 root_mean_squared_error 0.422607 root_mean_squared_error 0.404166 root_mean_squared_error 0.408819 root_mean_squared_error 0.401329 root_mean_squared_error 0.416598 root_mean_squared_error 0.429773 root_relative_squared_error 0.814927 root_relative_squared_error 0.962682 root_relative_squared_error 0.905279 root_relative_squared_error 0.894611 root_relative_squared_error 0.885644 root_relative_squared_error 0.846998 root_relative_squared_error 0.856749 root_relative_squared_error 0.841053 root_relative_squared_error 0.878029 root_relative_squared_error 0.905797 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