1819740 64 Rafael Gomes Mantovani 37 Supervised Classification 4796 mlr.classif.rpart.preproc(16) 12730 minsplit 64 4796 minbucket 16 4796 cp 0.000443477574067453 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 4566622 BenchmarkResult https://api.openml.org/data/download/4566622/bmr359f6dc5deb0.rds -1 4566620 description https://api.openml.org/data/download/4566620/description359ff12f4dc.xml -1 4566621 predictions https://api.openml.org/data/download/4566621/predictions359f1539a67e.arff area_under_roc_curve 0.806019 [0.806019,0.806019] average_cost 0 f_measure 0.742919 [0.814957,0.608519] kappa 0.425542 kb_relative_information_score 247.967016 mean_absolute_error 0.312515 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] precision 0.742202 [0.782689,0.666667] predictive_accuracy 0.748698 prior_entropy 0.933487 recall 0.748698 [0.85,0.559701] relative_absolute_error 0.687614 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.406568 root_relative_squared_error 0.852986 total_cost 0 area_under_roc_curve 0.85 [0.85,0.85] area_under_roc_curve 0.713704 [0.713704,0.713704] area_under_roc_curve 0.812593 [0.812593,0.812593] area_under_roc_curve 0.787778 [0.787778,0.787778] area_under_roc_curve 0.843333 [0.843333,0.843333] area_under_roc_curve 0.837407 [0.837407,0.837407] area_under_roc_curve 0.788519 [0.788519,0.788519] area_under_roc_curve 0.816296 [0.816296,0.816296] area_under_roc_curve 0.814615 [0.814615,0.814615] area_under_roc_curve 0.789231 [0.789231,0.789231] 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 0.704515 [0.792453,0.541667] f_measure 0.74026 [0.8,0.62963] f_measure 0.694805 [0.8,0.5] f_measure 0.730232 [0.783505,0.631579] f_measure 0.727294 [0.814815,0.565217] f_measure 0.734865 [0.807692,0.6] f_measure 0.756919 [0.849558,0.585366] f_measure 0.769744 [0.838095,0.638298] f_measure 0.73903 [0.795918,0.62963] kappa 0.593821 kappa 0.338798 kappa 0.42963 kappa 0.31417 kappa 0.416035 kappa 0.387917 kappa 0.409509 kappa 0.45481 kappa 0.479032 kappa 0.425982 kb_relative_information_score 28.811533 kb_relative_information_score 17.73755 kb_relative_information_score 24.234755 kb_relative_information_score 24.205094 kb_relative_information_score 26.401739 kb_relative_information_score 26.17929 kb_relative_information_score 25.872788 kb_relative_information_score 26.790947 kb_relative_information_score 24.592247 kb_relative_information_score 23.141073 mean_absolute_error 0.302401 mean_absolute_error 0.350309 mean_absolute_error 0.317548 mean_absolute_error 0.313719 mean_absolute_error 0.302454 mean_absolute_error 0.303029 mean_absolute_error 0.304144 mean_absolute_error 0.304821 mean_absolute_error 0.311046 mean_absolute_error 0.315699 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 0.704082 [0.75,0.619048] precision 0.74026 [0.8,0.62963] precision 0.703081 [0.733333,0.647059] precision 0.735397 [0.808511,0.6] precision 0.732529 [0.758621,0.684211] precision 0.733735 [0.777778,0.652174] precision 0.7953 [0.761905,0.857143] precision 0.770677 [0.8,0.714286] precision 0.742246 [0.8125,0.607143] predictive_accuracy 0.818182 predictive_accuracy 0.714286 predictive_accuracy 0.74026 predictive_accuracy 0.714286 predictive_accuracy 0.727273 predictive_accuracy 0.74026 predictive_accuracy 0.74026 predictive_accuracy 0.779221 predictive_accuracy 0.776316 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 [0.88,0.703704] recall 0.714286 [0.84,0.481481] recall 0.74026 [0.8,0.62963] recall 0.714286 [0.88,0.407407] recall 0.727273 [0.76,0.666667] recall 0.74026 [0.88,0.481481] recall 0.74026 [0.84,0.555556] recall 0.779221 [0.96,0.444444] recall 0.776316 [0.88,0.576923] recall 0.736842 [0.78,0.653846] relative_absolute_error 0.664617 relative_absolute_error 0.769907 relative_absolute_error 0.697906 relative_absolute_error 0.689491 relative_absolute_error 0.664732 relative_absolute_error 0.665998 relative_absolute_error 0.668448 relative_absolute_error 0.669936 relative_absolute_error 0.687507 relative_absolute_error 0.697791 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 0.372777 root_mean_squared_error 0.453521 root_mean_squared_error 0.404653 root_mean_squared_error 0.415191 root_mean_squared_error 0.391829 root_mean_squared_error 0.39553 root_mean_squared_error 0.415495 root_mean_squared_error 0.391071 root_mean_squared_error 0.401758 root_mean_squared_error 0.418723 root_relative_squared_error 0.781217 root_relative_squared_error 0.95043 root_relative_squared_error 0.848017 root_relative_squared_error 0.870102 root_relative_squared_error 0.821142 root_relative_squared_error 0.828898 root_relative_squared_error 0.87074 root_relative_squared_error 0.819554 root_relative_squared_error 0.84675 root_relative_squared_error 0.882507 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