577283 1 Jan van Rijn 37 Supervised Classification 3986 weka.AttributeSelectedClassifier_DTNB(1) 6294 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.rules.DTNB -- -X 1 X 1 2259 E weka.attributeSelection.CfsSubsetEval -P 1 -E 1 3986 S weka.attributeSelection.BestFirst -D 1 -N 5 3986 W weka.classifiers.rules.DTNB 3986 study_70 weka weka_3.7.13 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 1991901 description https://api.openml.org/data/download/1991901/weka_generated_run2147043470330072254.xml -1 1991903 model_readable https://api.openml.org/data/download/1991903/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier400510561221920483.model -1 1991902 model_serialized https://api.openml.org/data/download/1991902/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier6432657051335307256.model -1 1991904 predictions https://api.openml.org/data/download/1991904/weka_generated_predictions245572623400792216.arff area_under_roc_curve 0.804616 [0.804616,0.804616] average_cost 0 f_measure 0.74182 [0.811229,0.612326] kappa 0.424761 kb_relative_information_score 241.125222 mean_absolute_error 0.313752 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 0.740474 [0.786116,0.655319] predictive_accuracy 0.746094 prior_entropy 0.933487 recall 0.746094 [0.838,0.574627] relative_absolute_error 0.690337 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.413321 root_relative_squared_error 0.867154 scimark_benchmark 1398.849361 [786.4023911204414, 977.4055134581852, 542.8421636341519, 1299.6728071678294, 3387.9239281048667] total_cost 0 usercpu_time_millis 60 usercpu_time_millis_testing 0 usercpu_time_millis_training 60 area_under_roc_curve 0.864074 [0.864074,0.864074] area_under_roc_curve 0.765185 [0.765185,0.765185] area_under_roc_curve 0.874074 [0.874074,0.874074] area_under_roc_curve 0.77 [0.77,0.77] area_under_roc_curve 0.762222 [0.762222,0.762222] area_under_roc_curve 0.835556 [0.835556,0.835556] area_under_roc_curve 0.792222 [0.792222,0.792222] area_under_roc_curve 0.834815 [0.834815,0.834815] area_under_roc_curve 0.764615 [0.764615,0.764615] area_under_roc_curve 0.796154 [0.796154,0.796154] 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 0.793757 [0.862385,0.666667] f_measure 0.66706 [0.781818,0.454545] f_measure 0.807309 [0.845361,0.736842] f_measure 0.688826 [0.785047,0.510638] f_measure 0.669441 [0.717391,0.580645] f_measure 0.781617 [0.824742,0.701754] f_measure 0.749583 [0.815534,0.627451] f_measure 0.801948 [0.875,0.666667] f_measure 0.688477 [0.780952,0.510638] f_measure 0.748787 [0.811881,0.627451] kappa 0.536703 kappa 0.251822 kappa 0.582882 kappa 0.302481 kappa 0.305825 kappa 0.527266 kappa 0.443938 kappa 0.555281 kappa 0.295161 kappa 0.439441 kb_relative_information_score 30.559581 kb_relative_information_score 18.829986 kb_relative_information_score 30.632918 kb_relative_information_score 19.19769 kb_relative_information_score 16.157649 kb_relative_information_score 26.643015 kb_relative_information_score 23.476579 kb_relative_information_score 31.030252 kb_relative_information_score 21.248657 kb_relative_information_score 23.348895 mean_absolute_error 0.285733 mean_absolute_error 0.339448 mean_absolute_error 0.282497 mean_absolute_error 0.339865 mean_absolute_error 0.35628 mean_absolute_error 0.305452 mean_absolute_error 0.318129 mean_absolute_error 0.281002 mean_absolute_error 0.319958 mean_absolute_error 0.309176 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 0.809487 [0.79661,0.833333] precision 0.671632 [0.716667,0.588235] precision 0.811909 [0.87234,0.7] precision 0.688859 [0.736842,0.6] precision 0.690538 [0.785714,0.514286] precision 0.786405 [0.851064,0.666667] precision 0.748346 [0.792453,0.666667] precision 0.840469 [0.790323,0.933333] precision 0.685919 [0.745455,0.571429] precision 0.747843 [0.803922,0.64] predictive_accuracy 0.805195 predictive_accuracy 0.688312 predictive_accuracy 0.805195 predictive_accuracy 0.701299 predictive_accuracy 0.662338 predictive_accuracy 0.779221 predictive_accuracy 0.753247 predictive_accuracy 0.818182 predictive_accuracy 0.697368 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 0.805195 [0.94,0.555556] recall 0.688312 [0.86,0.37037] recall 0.805195 [0.82,0.777778] recall 0.701299 [0.84,0.444444] recall 0.662338 [0.66,0.666667] recall 0.779221 [0.8,0.740741] recall 0.753247 [0.84,0.592593] recall 0.818182 [0.98,0.518519] recall 0.697368 [0.82,0.461538] recall 0.75 [0.82,0.615385] relative_absolute_error 0.627983 relative_absolute_error 0.746039 relative_absolute_error 0.620871 relative_absolute_error 0.746954 relative_absolute_error 0.783032 relative_absolute_error 0.671323 relative_absolute_error 0.699184 relative_absolute_error 0.617586 relative_absolute_error 0.707205 relative_absolute_error 0.683374 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 0.371023 root_mean_squared_error 0.447131 root_mean_squared_error 0.37351 root_mean_squared_error 0.438292 root_mean_squared_error 0.431656 root_mean_squared_error 0.392612 root_mean_squared_error 0.425197 root_mean_squared_error 0.389207 root_mean_squared_error 0.439734 root_mean_squared_error 0.41637 root_relative_squared_error 0.77754 root_relative_squared_error 0.937037 root_relative_squared_error 0.782752 root_relative_squared_error 0.918515 root_relative_squared_error 0.904608 root_relative_squared_error 0.822784 root_relative_squared_error 0.89107 root_relative_squared_error 0.815648 root_relative_squared_error 0.92679 root_relative_squared_error 0.877548 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 140 usercpu_time_millis 90 usercpu_time_millis 130 usercpu_time_millis 60 usercpu_time_millis 30 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 40 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 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 140 usercpu_time_millis_training 90 usercpu_time_millis_training 120 usercpu_time_millis_training 60 usercpu_time_millis_training 30 usercpu_time_millis_training 50 usercpu_time_millis_training 50 usercpu_time_millis_training 50 usercpu_time_millis_training 50 usercpu_time_millis_training 40