582238 939 Martijn Post 3662 Supervised Classification predictive_accuracy 4006 weka.LibSVM(8) 6367 weka.classifiers.functions.LibSVM -- -S 0 -K 0 -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 0 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_3.7.13 797 fri_c4_1000_50 https://www.openml.org/data/download/53331/fri_c4_1000_50.arff -1 2011729 description https://api.openml.org/data/download/2011729/weka_generated_run1489841960861152586.xml -1 2011731 model_readable https://api.openml.org/data/download/2011731/WekaModel_weka.classifiers.functions.LibSVM5062618669559365399.model -1 2011730 model_serialized https://api.openml.org/data/download/2011730/WekaSerialized_weka.classifiers.functions.LibSVM5500366577471834369.model -1 2011732 predictions https://api.openml.org/data/download/2011732/weka_generated_predictions8728029106308059661.arff area_under_roc_curve 0.628734 [0.628734,0.628734] average_cost 0 f_measure 0.635193 [0.578704,0.679577] kappa 0.258475 kb_relative_information_score 256.662969 mean_absolute_error 0.364 mean_prior_absolute_error 0.492814 number_of_instances 1000 [440,560] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.634712 [0.589623,0.670139] predictive_accuracy 0.636 prior_entropy 0.989629 recall 0.636 [0.568182,0.689286] relative_absolute_error 0.738615 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.603324 root_relative_squared_error 1.215431 scimark_benchmark 1827.446192 [1169.846219740477, 1509.5613224871272, 857.9638953252901, 1782.0802706853246, 3817.7792497895534] total_cost 0 usercpu_time_millis 984.375 usercpu_time_millis_testing 156.25 usercpu_time_millis_training 828.125 area_under_roc_curve 0.580357 [0.580357,0.580357] area_under_roc_curve 0.607955 [0.607955,0.607955] area_under_roc_curve 0.596591 [0.596591,0.596591] area_under_roc_curve 0.704545 [0.704545,0.704545] area_under_roc_curve 0.568994 [0.568994,0.568994] area_under_roc_curve 0.657468 [0.657468,0.657468] area_under_roc_curve 0.599838 [0.599838,0.599838] area_under_roc_curve 0.655032 [0.655032,0.655032] area_under_roc_curve 0.673701 [0.673701,0.673701] area_under_roc_curve 0.642857 [0.642857,0.642857] 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 0.588113 [0.517647,0.643478] f_measure 0.611062 [0.571429,0.642202] f_measure 0.600808 [0.555556,0.636364] f_measure 0.709617 [0.666667,0.743363] f_measure 0.577241 [0.5,0.637931] f_measure 0.660687 [0.622222,0.690909] f_measure 0.608387 [0.5,0.693548] f_measure 0.66 [0.613636,0.696429] f_measure 0.671158 [0.652632,0.685714] f_measure 0.65214 [0.564103,0.721311] kappa 0.161897 kappa 0.214343 kappa 0.192246 kappa 0.41009 kappa 0.139344 kappa 0.313409 kappa 0.205686 kappa 0.310065 kappa 0.34158 kappa 0.292845 kb_relative_information_score 16.273008 kb_relative_information_score 20.357047 kb_relative_information_score 18.315028 kb_relative_information_score 40.777239 kb_relative_information_score 14.230989 kb_relative_information_score 30.567143 kb_relative_information_score 22.399066 kb_relative_information_score 30.567143 kb_relative_information_score 32.609162 kb_relative_information_score 30.567143 mean_absolute_error 0.41 mean_absolute_error 0.39 mean_absolute_error 0.4 mean_absolute_error 0.29 mean_absolute_error 0.42 mean_absolute_error 0.34 mean_absolute_error 0.38 mean_absolute_error 0.34 mean_absolute_error 0.33 mean_absolute_error 0.34 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 mean_prior_absolute_error 0.492814 number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] number_of_instances 100 [44,56] precision 0.587284 [0.536585,0.627119] precision 0.613216 [0.553191,0.660377] precision 0.602093 [0.543478,0.648148] precision 0.709376 [0.674419,0.736842] precision 0.576333 [0.525,0.616667] precision 0.6619 [0.608696,0.703704] precision 0.615368 [0.59375,0.632353] precision 0.66 [0.613636,0.696429] precision 0.67888 [0.607843,0.734694] precision 0.658039 [0.647059,0.666667] predictive_accuracy 0.59 predictive_accuracy 0.61 predictive_accuracy 0.6 predictive_accuracy 0.71 predictive_accuracy 0.58 predictive_accuracy 0.66 predictive_accuracy 0.62 predictive_accuracy 0.66 predictive_accuracy 0.67 predictive_accuracy 0.66 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 prior_entropy 0.989629 recall 0.59 [0.5,0.660714] recall 0.61 [0.590909,0.625] recall 0.6 [0.568182,0.625] recall 0.71 [0.659091,0.75] recall 0.58 [0.477273,0.660714] recall 0.66 [0.636364,0.678571] recall 0.62 [0.431818,0.767857] recall 0.66 [0.613636,0.696429] recall 0.67 [0.704545,0.642857] recall 0.66 [0.5,0.785714] relative_absolute_error 0.831956 relative_absolute_error 0.791373 relative_absolute_error 0.811665 relative_absolute_error 0.588457 relative_absolute_error 0.852248 relative_absolute_error 0.689915 relative_absolute_error 0.771081 relative_absolute_error 0.689915 relative_absolute_error 0.669623 relative_absolute_error 0.689915 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.640312 root_mean_squared_error 0.6245 root_mean_squared_error 0.632456 root_mean_squared_error 0.538516 root_mean_squared_error 0.648074 root_mean_squared_error 0.583095 root_mean_squared_error 0.616441 root_mean_squared_error 0.583095 root_mean_squared_error 0.574456 root_mean_squared_error 0.583095 root_relative_squared_error 1.289946 root_relative_squared_error 1.258091 root_relative_squared_error 1.274118 root_relative_squared_error 1.084872 root_relative_squared_error 1.305582 root_relative_squared_error 1.174679 root_relative_squared_error 1.241857 root_relative_squared_error 1.174679 root_relative_squared_error 1.157275 root_relative_squared_error 1.174679 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 734.375 usercpu_time_millis 859.375 usercpu_time_millis 812.5 usercpu_time_millis 781.25 usercpu_time_millis 765.625 usercpu_time_millis 812.5 usercpu_time_millis 359.375 usercpu_time_millis 781.25 usercpu_time_millis 828.125 usercpu_time_millis 500 usercpu_time_millis_testing 31.25 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 31.25 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 46.875 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 703.125 usercpu_time_millis_training 843.75 usercpu_time_millis_training 765.625 usercpu_time_millis_training 750 usercpu_time_millis_training 750 usercpu_time_millis_training 765.625 usercpu_time_millis_training 343.75 usercpu_time_millis_training 765.625 usercpu_time_millis_training 781.25 usercpu_time_millis_training 484.375