578837 1 Jan van Rijn 37 Supervised Classification 2263 weka.NBTree(6) 2899 weka.classifiers.trees.NBTree study_70 weka weka_3.7.13 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 1998121 description https://api.openml.org/data/download/1998121/weka_generated_run985956125619388220.xml -1 1998123 model_readable https://api.openml.org/data/download/1998123/WekaModel_weka.classifiers.trees.NBTree1643021687439092113.model -1 1998122 model_serialized https://api.openml.org/data/download/1998122/WekaSerialized_weka.classifiers.trees.NBTree4148963439603453486.model -1 1998124 predictions https://api.openml.org/data/download/1998124/weka_generated_predictions471373032760746451.arff area_under_roc_curve 0.805328 [0.805328,0.805328] average_cost 0 f_measure 0.750493 [0.81336,0.633205] kappa 0.446904 kb_relative_information_score 253.352263 mean_absolute_error 0.304407 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] os_information [Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.749247 [0.799228,0.656] predictive_accuracy 0.752604 prior_entropy 0.933487 recall 0.752604 [0.828,0.61194] relative_absolute_error 0.669774 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.417809 root_relative_squared_error 0.87657 scimark_benchmark 1296.598256 [693.2594526260121, 885.9562478240258, 492.3162892329465, 1134.3315219050046, 3277.1277671571543] total_cost 0 usercpu_time_millis 70 usercpu_time_millis_testing 0 usercpu_time_millis_training 70 area_under_roc_curve 0.851111 [0.851111,0.851111] area_under_roc_curve 0.748519 [0.748519,0.748519] area_under_roc_curve 0.862963 [0.862963,0.862963] area_under_roc_curve 0.802963 [0.802963,0.802963] area_under_roc_curve 0.738148 [0.738148,0.738148] area_under_roc_curve 0.755926 [0.755926,0.755926] area_under_roc_curve 0.838519 [0.838519,0.838519] area_under_roc_curve 0.868889 [0.868889,0.868889] area_under_roc_curve 0.784231 [0.784231,0.784231] area_under_roc_curve 0.81 [0.81,0.81] 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 0.793798 [0.836735,0.714286] f_measure 0.66649 [0.761905,0.489796] f_measure 0.795044 [0.833333,0.724138] f_measure 0.708352 [0.788462,0.56] f_measure 0.716472 [0.77551,0.607143] f_measure 0.723223 [0.796117,0.588235] f_measure 0.792208 [0.84,0.703704] f_measure 0.821256 [0.880734,0.711111] f_measure 0.730938 [0.807692,0.583333] f_measure 0.748787 [0.811881,0.627451] kappa 0.551347 kappa 0.255319 kappa 0.558739 kappa 0.35046 kappa 0.383103 kappa 0.385405 kappa 0.543704 kappa 0.598476 kappa 0.392971 kappa 0.439441 kb_relative_information_score 33.216848 kb_relative_information_score 16.504586 kb_relative_information_score 29.996678 kb_relative_information_score 22.158293 kb_relative_information_score 16.645983 kb_relative_information_score 20.546571 kb_relative_information_score 29.447471 kb_relative_information_score 36.934668 kb_relative_information_score 22.766116 kb_relative_information_score 25.135049 mean_absolute_error 0.26237 mean_absolute_error 0.351037 mean_absolute_error 0.285038 mean_absolute_error 0.318838 mean_absolute_error 0.350699 mean_absolute_error 0.336406 mean_absolute_error 0.282972 mean_absolute_error 0.246079 mean_absolute_error 0.308115 mean_absolute_error 0.302536 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 0.796481 [0.854167,0.689655] precision 0.663518 [0.727273,0.545455] precision 0.802189 [0.869565,0.677419] precision 0.706464 [0.759259,0.608696] precision 0.719622 [0.791667,0.586207] precision 0.721484 [0.773585,0.625] precision 0.792208 [0.84,0.703704] precision 0.839974 [0.813559,0.888889] precision 0.729399 [0.777778,0.636364] precision 0.747843 [0.803922,0.64] predictive_accuracy 0.792208 predictive_accuracy 0.675325 predictive_accuracy 0.792208 predictive_accuracy 0.714286 predictive_accuracy 0.714286 predictive_accuracy 0.727273 predictive_accuracy 0.792208 predictive_accuracy 0.831169 predictive_accuracy 0.736842 predictive_accuracy 0.75 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 0.792208 [0.82,0.740741] recall 0.675325 [0.8,0.444444] recall 0.792208 [0.8,0.777778] recall 0.714286 [0.82,0.518519] recall 0.714286 [0.76,0.62963] recall 0.727273 [0.82,0.555556] recall 0.792208 [0.84,0.703704] recall 0.831169 [0.96,0.592593] recall 0.736842 [0.84,0.538462] recall 0.75 [0.82,0.615385] relative_absolute_error 0.576637 relative_absolute_error 0.771508 relative_absolute_error 0.626455 relative_absolute_error 0.700742 relative_absolute_error 0.770765 relative_absolute_error 0.739352 relative_absolute_error 0.621916 relative_absolute_error 0.540832 relative_absolute_error 0.681028 relative_absolute_error 0.668696 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 0.385996 root_mean_squared_error 0.457673 root_mean_squared_error 0.385746 root_mean_squared_error 0.431728 root_mean_squared_error 0.455725 root_mean_squared_error 0.4358 root_mean_squared_error 0.405898 root_mean_squared_error 0.362771 root_mean_squared_error 0.430305 root_mean_squared_error 0.415921 root_relative_squared_error 0.808918 root_relative_squared_error 0.959129 root_relative_squared_error 0.808394 root_relative_squared_error 0.904758 root_relative_squared_error 0.955048 root_relative_squared_error 0.913291 root_relative_squared_error 0.850627 root_relative_squared_error 0.760248 root_relative_squared_error 0.906916 root_relative_squared_error 0.876602 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 usercpu_time_millis 300 usercpu_time_millis 370 usercpu_time_millis 140 usercpu_time_millis 60 usercpu_time_millis 60 usercpu_time_millis 190 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 60 usercpu_time_millis 90 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 300 usercpu_time_millis_training 370 usercpu_time_millis_training 140 usercpu_time_millis_training 60 usercpu_time_millis_training 60 usercpu_time_millis_training 190 usercpu_time_millis_training 50 usercpu_time_millis_training 50 usercpu_time_millis_training 60 usercpu_time_millis_training 90