579598 1 Jan van Rijn 37 Supervised Classification 3993 weka.AttributeSelectedClassifier_SimpleLogistic(1) 6302 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.functions.SimpleLogistic -- -I 0 -M 500 -H 50 -W 0.0 I 0 2010 M 500 2010 H 50 2010 W 0.0 2010 E weka.attributeSelection.CfsSubsetEval -P 1 -E 1 3993 S weka.attributeSelection.BestFirst -D 1 -N 5 3993 W weka.classifiers.functions.SimpleLogistic 3993 study_70 weka weka_3.7.13 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 2001171 description https://api.openml.org/data/download/2001171/weka_generated_run6131056997769343356.xml -1 2001173 model_readable https://api.openml.org/data/download/2001173/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier7403030235887625356.model -1 2001172 model_serialized https://api.openml.org/data/download/2001172/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier2843550337645891591.model -1 2001174 predictions https://api.openml.org/data/download/2001174/weka_generated_predictions4064676670463766747.arff area_under_roc_curve 0.821187 [0.821187,0.821187] average_cost 0 f_measure 0.762189 [0.834586,0.627119] kappa 0.46606 kb_relative_information_score 227.64403 mean_absolute_error 0.327698 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 0.765688 [0.787234,0.72549] predictive_accuracy 0.770833 prior_entropy 0.933487 recall 0.770833 [0.888,0.552239] relative_absolute_error 0.721022 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.402207 root_relative_squared_error 0.843837 scimark_benchmark 1377.551035 [735.3459022377933, 974.1936118978863, 522.7564514183288, 1254.8779400452024, 3400.581267088397] total_cost 0 usercpu_time_millis 110 usercpu_time_millis_testing 0 usercpu_time_millis_training 110 area_under_roc_curve 0.92 [0.92,0.92] area_under_roc_curve 0.721481 [0.721481,0.721481] area_under_roc_curve 0.861481 [0.861481,0.861481] area_under_roc_curve 0.811111 [0.811111,0.811111] area_under_roc_curve 0.786667 [0.786667,0.786667] area_under_roc_curve 0.883704 [0.883704,0.883704] area_under_roc_curve 0.782222 [0.782222,0.782222] area_under_roc_curve 0.834815 [0.834815,0.834815] area_under_roc_curve 0.835385 [0.835385,0.835385] area_under_roc_curve 0.821538 [0.821538,0.821538] 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 0.842687 [0.882353,0.769231] f_measure 0.693171 [0.780952,0.530612] f_measure 0.773213 [0.838095,0.653061] f_measure 0.711259 [0.807339,0.533333] f_measure 0.79706 [0.859813,0.680851] f_measure 0.840919 [0.884615,0.76] f_measure 0.688826 [0.785047,0.510638] f_measure 0.766258 [0.844037,0.622222] f_measure 0.745728 [0.836364,0.571429] f_measure 0.754415 [0.830189,0.608696] kappa 0.651846 kappa 0.314894 kappa 0.493617 kappa 0.351384 kappa 0.545096 kappa 0.645706 kappa 0.302481 kappa 0.47493 kappa 0.420339 kappa 0.442997 kb_relative_information_score 33.017808 kb_relative_information_score 15.589106 kb_relative_information_score 24.989198 kb_relative_information_score 19.319162 kb_relative_information_score 21.071256 kb_relative_information_score 25.388889 kb_relative_information_score 18.72265 kb_relative_information_score 23.987194 kb_relative_information_score 22.804821 kb_relative_information_score 22.753946 mean_absolute_error 0.279745 mean_absolute_error 0.362398 mean_absolute_error 0.317802 mean_absolute_error 0.344132 mean_absolute_error 0.341827 mean_absolute_error 0.320376 mean_absolute_error 0.34789 mean_absolute_error 0.323289 mean_absolute_error 0.319766 mean_absolute_error 0.319549 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 0.842458 [0.865385,0.8] precision 0.691263 [0.745455,0.590909] precision 0.774498 [0.8,0.727273] precision 0.718028 [0.745763,0.666667] precision 0.804557 [0.807018,0.8] precision 0.842817 [0.851852,0.826087] precision 0.688859 [0.736842,0.6] precision 0.779001 [0.779661,0.777778] precision 0.760965 [0.766667,0.75] precision 0.756391 [0.785714,0.7] predictive_accuracy 0.844156 predictive_accuracy 0.701299 predictive_accuracy 0.779221 predictive_accuracy 0.727273 predictive_accuracy 0.805195 predictive_accuracy 0.844156 predictive_accuracy 0.701299 predictive_accuracy 0.779221 predictive_accuracy 0.763158 predictive_accuracy 0.763158 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 0.844156 [0.9,0.740741] recall 0.701299 [0.82,0.481481] recall 0.779221 [0.88,0.592593] recall 0.727273 [0.88,0.444444] recall 0.805195 [0.92,0.592593] recall 0.844156 [0.92,0.703704] recall 0.701299 [0.84,0.444444] recall 0.779221 [0.92,0.518519] recall 0.763158 [0.92,0.461538] recall 0.763158 [0.88,0.538462] relative_absolute_error 0.614822 relative_absolute_error 0.796477 relative_absolute_error 0.698466 relative_absolute_error 0.756334 relative_absolute_error 0.751267 relative_absolute_error 0.704123 relative_absolute_error 0.764592 relative_absolute_error 0.710524 relative_absolute_error 0.706781 relative_absolute_error 0.706301 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 0.341564 root_mean_squared_error 0.465348 root_mean_squared_error 0.38763 root_mean_squared_error 0.417296 root_mean_squared_error 0.406446 root_mean_squared_error 0.370725 root_mean_squared_error 0.425293 root_mean_squared_error 0.39418 root_mean_squared_error 0.399418 root_mean_squared_error 0.402055 root_relative_squared_error 0.715805 root_relative_squared_error 0.975214 root_relative_squared_error 0.812343 root_relative_squared_error 0.874512 root_relative_squared_error 0.851776 root_relative_squared_error 0.776915 root_relative_squared_error 0.891273 root_relative_squared_error 0.82607 root_relative_squared_error 0.841819 root_relative_squared_error 0.847377 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 320 usercpu_time_millis 190 usercpu_time_millis 130 usercpu_time_millis 110 usercpu_time_millis 100 usercpu_time_millis 90 usercpu_time_millis 100 usercpu_time_millis 90 usercpu_time_millis 80 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 320 usercpu_time_millis_training 190 usercpu_time_millis_training 130 usercpu_time_millis_training 110 usercpu_time_millis_training 100 usercpu_time_millis_training 90 usercpu_time_millis_training 100 usercpu_time_millis_training 90 usercpu_time_millis_training 80 usercpu_time_millis_training 90