595444 939 Martijn Post 4001 Supervised Classification predictive_accuracy 4006 weka.LibSVM(8) 6369 weka.classifiers.functions.LibSVM -- -S 0 -K 2 -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 2 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 1167 pc1_req https://www.openml.org/data/download/54056/phppZkQRw -1 2064966 description https://api.openml.org/data/download/2064966/weka_generated_run1144129170630085161.xml -1 2064968 model_readable https://api.openml.org/data/download/2064968/WekaModel_weka.classifiers.functions.LibSVM1213190284029439745.model -1 2064967 model_serialized https://api.openml.org/data/download/2064967/WekaSerialized_weka.classifiers.functions.LibSVM9027980573739223041.model -1 2064969 predictions https://api.openml.org/data/download/2064969/weka_generated_predictions1693243957201502964.arff area_under_roc_curve 0.525624 [0.525624,0.525624] average_cost 0 f_measure 0.579373 [0.146341,0.796905] kappa 0.065004 kb_relative_information_score 72.594641 mean_absolute_error 0.328125 mean_prior_absolute_error 0.445477 number_of_instances 320 [107,213] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.639134 [0.5625,0.677632] predictive_accuracy 0.671875 prior_entropy 0.920352 recall 0.671875 [0.084112,0.967136] relative_absolute_error 0.736569 root_mean_prior_squared_error 0.471773 root_mean_squared_error 0.572822 root_relative_squared_error 1.214191 scimark_benchmark 1922.329838 [1165.1574244796097, 1571.7415044416025, 853.870202157237, 1808.5133244671335, 4212.366733450841] total_cost 0 usercpu_time_millis 31.25 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 15.625 area_under_roc_curve 0.627273 [0.627273,0.627273] area_under_roc_curve 0.477273 [0.477273,0.477273] area_under_roc_curve 0.577273 [0.577273,0.577273] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.474026 [0.474026,0.474026] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.590909 [0.590909,0.590909] area_under_roc_curve 0.521645 [0.521645,0.521645] area_under_roc_curve 0.5 [0.5,0.5] 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 0.711429 [0.428571,0.84] f_measure 0.544811 [0,0.792453] f_measure 0.66233 [0.307692,0.823529] f_measure 0.520047 [0,0.792453] f_measure 0.527976 [0.133333,0.734694] f_measure 0.520047 [0,0.792453] f_measure 0.520047 [0,0.792453] f_measure 0.64621 [0.307692,0.823529] f_measure 0.56759 [0.153846,0.784314] f_measure 0.520047 [0,0.792453] kappa 0.304348 kappa -0.060241 kappa 0.191011 kappa 0 kappa -0.061224 kappa 0 kappa 0 kappa 0.225806 kappa 0.053763 kappa 0 kb_relative_information_score 12.391295 kb_relative_information_score 5.332653 kb_relative_information_score 10.038414 kb_relative_information_score 6.404611 kb_relative_information_score 1.69885 kb_relative_information_score 6.404611 kb_relative_information_score 6.404611 kb_relative_information_score 11.110373 kb_relative_information_score 6.404611 kb_relative_information_score 6.404611 mean_absolute_error 0.25 mean_absolute_error 0.34375 mean_absolute_error 0.28125 mean_absolute_error 0.34375 mean_absolute_error 0.40625 mean_absolute_error 0.34375 mean_absolute_error 0.34375 mean_absolute_error 0.28125 mean_absolute_error 0.34375 mean_absolute_error 0.34375 mean_prior_absolute_error 0.438276 mean_prior_absolute_error 0.438276 mean_prior_absolute_error 0.438276 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 mean_prior_absolute_error 0.448564 number_of_instances 32 [10,22] number_of_instances 32 [10,22] number_of_instances 32 [10,22] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] number_of_instances 32 [11,21] precision 0.75 [0.75,0.75] precision 0.465726 [0,0.677419] precision 0.706178 [0.666667,0.724138] precision 0.430664 [0,0.65625] precision 0.507812 [0.25,0.642857] precision 0.430664 [0,0.65625] precision 0.430664 [0,0.65625] precision 0.803125 [1,0.7] precision 0.609375 [0.5,0.666667] precision 0.430664 [0,0.65625] predictive_accuracy 0.75 predictive_accuracy 0.65625 predictive_accuracy 0.71875 predictive_accuracy 0.65625 predictive_accuracy 0.59375 predictive_accuracy 0.65625 predictive_accuracy 0.65625 predictive_accuracy 0.71875 predictive_accuracy 0.65625 predictive_accuracy 0.65625 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 prior_entropy 0.920352 recall 0.75 [0.3,0.954545] recall 0.65625 [0,0.954545] recall 0.71875 [0.2,0.954545] recall 0.65625 [0,1] recall 0.59375 [0.090909,0.857143] recall 0.65625 [0,1] recall 0.65625 [0,1] recall 0.71875 [0.181818,1] recall 0.65625 [0.090909,0.952381] recall 0.65625 [0,1] relative_absolute_error 0.570416 relative_absolute_error 0.784322 relative_absolute_error 0.641718 relative_absolute_error 0.766335 relative_absolute_error 0.905669 relative_absolute_error 0.766335 relative_absolute_error 0.766335 relative_absolute_error 0.627001 relative_absolute_error 0.766335 relative_absolute_error 0.766335 root_mean_prior_squared_error 0.464078 root_mean_prior_squared_error 0.464078 root_mean_prior_squared_error 0.464078 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_prior_squared_error 0.475032 root_mean_squared_error 0.5 root_mean_squared_error 0.586302 root_mean_squared_error 0.53033 root_mean_squared_error 0.586302 root_mean_squared_error 0.637377 root_mean_squared_error 0.586302 root_mean_squared_error 0.586302 root_mean_squared_error 0.53033 root_mean_squared_error 0.586302 root_mean_squared_error 0.586302 root_relative_squared_error 1.077405 root_relative_squared_error 1.26337 root_relative_squared_error 1.142761 root_relative_squared_error 1.234236 root_relative_squared_error 1.341756 root_relative_squared_error 1.234236 root_relative_squared_error 1.234236 root_relative_squared_error 1.116409 root_relative_squared_error 1.234236 root_relative_squared_error 1.234236 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 15.625 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 31.25 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 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 15.625 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 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 0