580524 939 Martijn Post 37 Supervised Classification 4006 weka.LibSVM(8) 6368 weka.classifiers.functions.LibSVM -- -S 0 -K 1 -D 3 -G 0.0 -R 0.0 -N 0.5 -M 40.0 -C 1.0 -E 0.001 -P 0.1 -model D:\Weka-3-7 -seed 1 S 0 4006 K 1 4006 D 3 4006 G 0.0 4006 R 0.0 4006 C 1.0 4006 N 0.5 4006 P 0.1 4006 M 40.0 4006 E 0.001 4006 model D:\Weka-3-7 4006 seed 1 4006 study_20 weka weka_3.7.13 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 2004877 description https://api.openml.org/data/download/2004877/weka_generated_run8620210248531759733.xml -1 2004879 model_readable https://api.openml.org/data/download/2004879/WekaModel_weka.classifiers.functions.LibSVM1280278746770768162.model -1 2004878 model_serialized https://api.openml.org/data/download/2004878/WekaSerialized_weka.classifiers.functions.LibSVM2839535966743033187.model -1 2004880 predictions https://api.openml.org/data/download/2004880/weka_generated_predictions1804641710578911756.arff area_under_roc_curve 0.577851 [0.577851,0.577851] average_cost 0 f_measure 0.632439 [0.763538,0.38785] kappa 0.17176 kb_relative_information_score 167.838368 mean_absolute_error 0.341146 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.633967 [0.695724,0.51875] predictive_accuracy 0.658854 prior_entropy 0.933487 recall 0.658854 [0.846,0.309701] relative_absolute_error 0.75061 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.584077 root_relative_squared_error 1.225402 scimark_benchmark 1742.820821 [1029.354187909942, 1408.5928106821336, 797.1357251071837, 1661.2421317915396, 3817.7792497895534] total_cost 0 usercpu_time_millis 47781.25 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 47765.625 area_under_roc_curve 0.576667 [0.576667,0.576667] area_under_roc_curve 0.514074 [0.514074,0.514074] area_under_roc_curve 0.522593 [0.522593,0.522593] area_under_roc_curve 0.600741 [0.600741,0.600741] area_under_roc_curve 0.512593 [0.512593,0.512593] area_under_roc_curve 0.578148 [0.578148,0.578148] area_under_roc_curve 0.616667 [0.616667,0.616667] area_under_roc_curve 0.58963 [0.58963,0.58963] area_under_roc_curve 0.593077 [0.593077,0.593077] area_under_roc_curve 0.679231 [0.679231,0.679231] 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 0.628762 [0.752294,0.4] f_measure 0.564217 [0.752137,0.216216] f_measure 0.575511 [0.747826,0.25641] f_measure 0.636364 [0.72,0.481481] f_measure 0.566131 [0.736842,0.25] f_measure 0.632189 [0.767857,0.380952] f_measure 0.671126 [0.79646,0.439024] f_measure 0.644189 [0.793103,0.368421] f_measure 0.650208 [0.770642,0.418605] f_measure 0.71925 [0.796117,0.571429] kappa 0.166065 kappa 0.032915 kappa 0.051805 kappa 0.201481 kappa 0.028595 kappa 0.174092 kappa 0.262391 kappa 0.207547 kappa 0.20302 kappa 0.368671 kb_relative_information_score 15.277239 kb_relative_information_score 10.698063 kb_relative_information_score 10.698063 kb_relative_information_score 12.987651 kb_relative_information_score 8.408475 kb_relative_information_score 17.566826 kb_relative_information_score 24.43559 kb_relative_information_score 22.146002 kb_relative_information_score 18.231054 kb_relative_information_score 27.389406 mean_absolute_error 0.350649 mean_absolute_error 0.376623 mean_absolute_error 0.376623 mean_absolute_error 0.363636 mean_absolute_error 0.38961 mean_absolute_error 0.337662 mean_absolute_error 0.298701 mean_absolute_error 0.311688 mean_absolute_error 0.328947 mean_absolute_error 0.276316 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 0.626568 [0.694915,0.5] precision 0.566699 [0.656716,0.4] precision 0.575674 [0.661538,0.416667] precision 0.636364 [0.72,0.481481] precision 0.561001 [0.65625,0.384615] precision 0.637369 [0.693548,0.533333] precision 0.689239 [0.714286,0.642857] precision 0.675718 [0.69697,0.636364] precision 0.649446 [0.711864,0.529412] precision 0.717175 [0.773585,0.608696] predictive_accuracy 0.649351 predictive_accuracy 0.623377 predictive_accuracy 0.623377 predictive_accuracy 0.636364 predictive_accuracy 0.61039 predictive_accuracy 0.662338 predictive_accuracy 0.701299 predictive_accuracy 0.688312 predictive_accuracy 0.671053 predictive_accuracy 0.723684 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 0.649351 [0.82,0.333333] recall 0.623377 [0.88,0.148148] recall 0.623377 [0.86,0.185185] recall 0.636364 [0.72,0.481481] recall 0.61039 [0.84,0.185185] recall 0.662338 [0.86,0.296296] recall 0.701299 [0.9,0.333333] recall 0.688312 [0.92,0.259259] recall 0.671053 [0.84,0.346154] recall 0.723684 [0.82,0.538462] relative_absolute_error 0.770656 relative_absolute_error 0.827742 relative_absolute_error 0.827742 relative_absolute_error 0.799199 relative_absolute_error 0.856285 relative_absolute_error 0.742114 relative_absolute_error 0.656485 relative_absolute_error 0.685028 relative_absolute_error 0.727074 relative_absolute_error 0.610742 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 0.592157 root_mean_squared_error 0.613696 root_mean_squared_error 0.613696 root_mean_squared_error 0.603023 root_mean_squared_error 0.624188 root_mean_squared_error 0.581087 root_mean_squared_error 0.546536 root_mean_squared_error 0.558291 root_mean_squared_error 0.573539 root_mean_squared_error 0.525657 root_relative_squared_error 1.240963 root_relative_squared_error 1.286103 root_relative_squared_error 1.286103 root_relative_squared_error 1.263735 root_relative_squared_error 1.30809 root_relative_squared_error 1.217765 root_relative_squared_error 1.145357 root_relative_squared_error 1.169991 root_relative_squared_error 1.2088 root_relative_squared_error 1.107884 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 42593.75 usercpu_time_millis 39296.875 usercpu_time_millis 44875 usercpu_time_millis 43609.375 usercpu_time_millis 41671.875 usercpu_time_millis 41781.25 usercpu_time_millis 46203.125 usercpu_time_millis 43484.375 usercpu_time_millis 42750 usercpu_time_millis 40375 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 42593.75 usercpu_time_millis_training 39296.875 usercpu_time_millis_training 44875 usercpu_time_millis_training 43609.375 usercpu_time_millis_training 41671.875 usercpu_time_millis_training 41781.25 usercpu_time_millis_training 46203.125 usercpu_time_millis_training 43484.375 usercpu_time_millis_training 42750 usercpu_time_millis_training 40375