581226 1 Jan van Rijn 37 Supervised Classification 3983 weka.MultiBoostAB_RandomTree(3) 6387 weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 K 0 1725 M 1.0 1725 V 0.001 1725 S 1 1725 C 3 3983 P 100 3983 S 1 3983 I 10 3983 W weka.classifiers.trees.RandomTree 3983 study_70 weka weka_3.7.13 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 2007678 description https://api.openml.org/data/download/2007678/weka_generated_run3518930984284042973.xml -1 2007680 model_readable https://api.openml.org/data/download/2007680/WekaModel_weka.classifiers.meta.MultiBoostAB7437360869041278330.model -1 2007679 model_serialized https://api.openml.org/data/download/2007679/WekaSerialized_weka.classifiers.meta.MultiBoostAB8203519446226386185.model -1 2007681 predictions https://api.openml.org/data/download/2007681/weka_generated_predictions923991667130101945.arff area_under_roc_curve 0.655119 [0.655119,0.655119] average_cost 0 f_measure 0.686333 [0.758759,0.55121] kappa 0.30997 kb_relative_information_score 215.919715 mean_absolute_error 0.313802 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 0.68647 [0.759519,0.550186] predictive_accuracy 0.686198 prior_entropy 0.933487 recall 0.686198 [0.758,0.552239] relative_absolute_error 0.690447 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.56018 root_relative_squared_error 1.175267 scimark_benchmark 1291.631805 [742.8622671042033, 957.9691807538699, 471.3528398414899, 1177.6460905947824, 3108.3286443892966] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 10 area_under_roc_curve 0.696296 [0.696296,0.696296] area_under_roc_curve 0.600741 [0.600741,0.600741] area_under_roc_curve 0.673333 [0.673333,0.673333] area_under_roc_curve 0.656296 [0.656296,0.656296] area_under_roc_curve 0.674815 [0.674815,0.674815] area_under_roc_curve 0.687778 [0.687778,0.687778] area_under_roc_curve 0.603704 [0.603704,0.603704] area_under_roc_curve 0.680741 [0.680741,0.680741] area_under_roc_curve 0.62 [0.62,0.62] area_under_roc_curve 0.657692 [0.657692,0.657692] 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 0.72605 [0.792079,0.603774] f_measure 0.636364 [0.72,0.481481] f_measure 0.681735 [0.731183,0.590164] f_measure 0.678848 [0.742268,0.561404] f_measure 0.692566 [0.75,0.586207] f_measure 0.723223 [0.796117,0.588235] f_measure 0.65079 [0.754717,0.458333] f_measure 0.727294 [0.814815,0.565217] f_measure 0.657895 [0.74,0.5] f_measure 0.676824 [0.736842,0.561404] kappa 0.395966 kappa 0.201481 kappa 0.327158 kappa 0.304803 kappa 0.338109 kappa 0.385405 kappa 0.218579 kappa 0.387917 kappa 0.24 kappa 0.301471 kb_relative_information_score 29.014766 kb_relative_information_score 12.987651 kb_relative_information_score 19.856414 kb_relative_information_score 19.856414 kb_relative_information_score 22.146002 kb_relative_information_score 29.014766 kb_relative_information_score 17.566826 kb_relative_information_score 31.304354 kb_relative_information_score 15.941466 kb_relative_information_score 18.231054 mean_absolute_error 0.272727 mean_absolute_error 0.363636 mean_absolute_error 0.324675 mean_absolute_error 0.324675 mean_absolute_error 0.311688 mean_absolute_error 0.272727 mean_absolute_error 0.337662 mean_absolute_error 0.25974 mean_absolute_error 0.342105 mean_absolute_error 0.328947 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 0.725079 [0.784314,0.615385] precision 0.636364 [0.72,0.481481] precision 0.699078 [0.790698,0.529412] precision 0.684388 [0.765957,0.533333] precision 0.700479 [0.782609,0.548387] precision 0.721484 [0.773585,0.625] precision 0.647495 [0.714286,0.52381] precision 0.732529 [0.758621,0.684211] precision 0.657895 [0.74,0.5] precision 0.688266 [0.777778,0.516129] predictive_accuracy 0.727273 predictive_accuracy 0.636364 predictive_accuracy 0.675325 predictive_accuracy 0.675325 predictive_accuracy 0.688312 predictive_accuracy 0.727273 predictive_accuracy 0.662338 predictive_accuracy 0.74026 predictive_accuracy 0.657895 predictive_accuracy 0.671053 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 0.727273 [0.8,0.592593] recall 0.636364 [0.72,0.481481] recall 0.675325 [0.68,0.666667] recall 0.675325 [0.72,0.592593] recall 0.688312 [0.72,0.62963] recall 0.727273 [0.82,0.555556] recall 0.662338 [0.8,0.407407] recall 0.74026 [0.88,0.481481] recall 0.657895 [0.74,0.5] recall 0.671053 [0.7,0.615385] relative_absolute_error 0.599399 relative_absolute_error 0.799199 relative_absolute_error 0.713571 relative_absolute_error 0.713571 relative_absolute_error 0.685028 relative_absolute_error 0.599399 relative_absolute_error 0.742114 relative_absolute_error 0.570857 relative_absolute_error 0.756157 relative_absolute_error 0.727074 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 0.522233 root_mean_squared_error 0.603023 root_mean_squared_error 0.569803 root_mean_squared_error 0.569803 root_mean_squared_error 0.558291 root_mean_squared_error 0.522233 root_mean_squared_error 0.581087 root_mean_squared_error 0.509647 root_mean_squared_error 0.584898 root_mean_squared_error 0.573539 root_relative_squared_error 1.094426 root_relative_squared_error 1.263735 root_relative_squared_error 1.194117 root_relative_squared_error 1.194117 root_relative_squared_error 1.169991 root_relative_squared_error 1.094426 root_relative_squared_error 1.217765 root_relative_squared_error 1.068051 root_relative_squared_error 1.232739 root_relative_squared_error 1.2088 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 60 usercpu_time_millis 20 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 20 usercpu_time_millis 10 usercpu_time_millis 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_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 60 usercpu_time_millis_training 20 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 20 usercpu_time_millis_training 10 usercpu_time_millis_training 10