595098 939 Martijn Post 3783 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_3.7.13 920 fri_c2_500_50 https://www.openml.org/data/download/53454/fri_c2_500_50.arff -1 2063605 description https://api.openml.org/data/download/2063605/weka_generated_run8030792038066954381.xml -1 2063607 model_readable https://api.openml.org/data/download/2063607/WekaModel_weka.classifiers.functions.LibSVM4219224805574808763.model -1 2063606 model_serialized https://api.openml.org/data/download/2063606/WekaSerialized_weka.classifiers.functions.LibSVM8272230217612474972.model -1 2063608 predictions https://api.openml.org/data/download/2063608/weka_generated_predictions7576306301158156441.arff area_under_roc_curve 0.678628 [0.678628,0.678628] average_cost 0 f_measure 0.685377 [0.627358,0.725694] kappa 0.353572 kb_relative_information_score 168.736911 mean_absolute_error 0.316 mean_prior_absolute_error 0.483865 number_of_instances 500 [205,295] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.687821 [0.607306,0.743772] predictive_accuracy 0.684 prior_entropy 0.976688 recall 0.684 [0.64878,0.708475] relative_absolute_error 0.653075 root_mean_prior_squared_error 0.491833 root_mean_squared_error 0.562139 root_relative_squared_error 1.142945 scimark_benchmark 1280.30096 [751.8278837025543, 988.1820916309184, 618.1587973945112, 1284.3900745160313, 2758.945950805475] total_cost 0 usercpu_time_millis 281.25 usercpu_time_millis_testing 62.5 usercpu_time_millis_training 218.75 area_under_roc_curve 0.641667 [0.641667,0.641667] area_under_roc_curve 0.691667 [0.691667,0.691667] area_under_roc_curve 0.591667 [0.591667,0.591667] area_under_roc_curve 0.575 [0.575,0.575] area_under_roc_curve 0.725 [0.725,0.725] area_under_roc_curve 0.671593 [0.671593,0.671593] area_under_roc_curve 0.647783 [0.647783,0.647783] area_under_roc_curve 0.708539 [0.708539,0.708539] area_under_roc_curve 0.770936 [0.770936,0.770936] area_under_roc_curve 0.760263 [0.760263,0.760263] 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 0.658428 [0.564103,0.721311] f_measure 0.658503 [0.666667,0.653061] f_measure 0.613642 [0.486486,0.698413] f_measure 0.595925 [0.473684,0.677419] f_measure 0.722727 [0.681818,0.75] f_measure 0.68 [0.619048,0.724138] f_measure 0.658735 [0.585366,0.711864] f_measure 0.701807 [0.680851,0.716981] f_measure 0.779181 [0.731707,0.813559] f_measure 0.761169 [0.727273,0.785714] kappa 0.285714 kappa 0.351145 kappa 0.188034 kappa 0.152542 kappa 0.435484 kappa 0.343186 kappa 0.297521 kappa 0.403816 kappa 0.545455 kappa 0.513776 kb_relative_information_score 14.090781 kb_relative_information_score 14.090781 kb_relative_information_score 9.898792 kb_relative_information_score 7.802798 kb_relative_information_score 20.378763 kb_relative_information_score 16.72221 kb_relative_information_score 14.626215 kb_relative_information_score 18.818204 kb_relative_information_score 27.202181 kb_relative_information_score 25.106187 mean_absolute_error 0.34 mean_absolute_error 0.34 mean_absolute_error 0.38 mean_absolute_error 0.4 mean_absolute_error 0.28 mean_absolute_error 0.32 mean_absolute_error 0.34 mean_absolute_error 0.3 mean_absolute_error 0.22 mean_absolute_error 0.24 mean_prior_absolute_error 0.482072 mean_prior_absolute_error 0.482072 mean_prior_absolute_error 0.482072 mean_prior_absolute_error 0.482072 mean_prior_absolute_error 0.482072 mean_prior_absolute_error 0.485657 mean_prior_absolute_error 0.485657 mean_prior_absolute_error 0.485657 mean_prior_absolute_error 0.485657 mean_prior_absolute_error 0.485657 number_of_instances 50 [20,30] number_of_instances 50 [20,30] number_of_instances 50 [20,30] number_of_instances 50 [20,30] number_of_instances 50 [20,30] number_of_instances 50 [21,29] number_of_instances 50 [21,29] number_of_instances 50 [21,29] number_of_instances 50 [21,29] number_of_instances 50 [21,29] precision 0.657385 [0.578947,0.709677] precision 0.724618 [0.548387,0.842105] precision 0.611765 [0.529412,0.666667] precision 0.59375 [0.5,0.65625] precision 0.734615 [0.625,0.807692] precision 0.68 [0.619048,0.724138] precision 0.658 [0.6,0.7] precision 0.717628 [0.615385,0.791667] precision 0.779 [0.75,0.8] precision 0.764767 [0.695652,0.814815] predictive_accuracy 0.66 predictive_accuracy 0.66 predictive_accuracy 0.62 predictive_accuracy 0.6 predictive_accuracy 0.72 predictive_accuracy 0.68 predictive_accuracy 0.66 predictive_accuracy 0.7 predictive_accuracy 0.78 predictive_accuracy 0.76 prior_entropy 0.976688 prior_entropy 0.976688 prior_entropy 0.976688 prior_entropy 0.976688 prior_entropy 0.976688 prior_entropy 0.976688 prior_entropy 0.976688 prior_entropy 0.976688 prior_entropy 0.976688 prior_entropy 0.976688 recall 0.66 [0.55,0.733333] recall 0.66 [0.85,0.533333] recall 0.62 [0.45,0.733333] recall 0.6 [0.45,0.7] recall 0.72 [0.75,0.7] recall 0.68 [0.619048,0.724138] recall 0.66 [0.571429,0.724138] recall 0.7 [0.761905,0.655172] recall 0.78 [0.714286,0.827586] recall 0.76 [0.761905,0.758621] relative_absolute_error 0.705289 relative_absolute_error 0.705289 relative_absolute_error 0.788264 relative_absolute_error 0.829752 relative_absolute_error 0.580826 relative_absolute_error 0.658901 relative_absolute_error 0.700082 relative_absolute_error 0.617719 relative_absolute_error 0.452994 relative_absolute_error 0.494176 root_mean_prior_squared_error 0.490007 root_mean_prior_squared_error 0.490007 root_mean_prior_squared_error 0.490007 root_mean_prior_squared_error 0.490007 root_mean_prior_squared_error 0.490007 root_mean_prior_squared_error 0.493653 root_mean_prior_squared_error 0.493653 root_mean_prior_squared_error 0.493653 root_mean_prior_squared_error 0.493653 root_mean_prior_squared_error 0.493653 root_mean_squared_error 0.583095 root_mean_squared_error 0.583095 root_mean_squared_error 0.616441 root_mean_squared_error 0.632456 root_mean_squared_error 0.52915 root_mean_squared_error 0.565685 root_mean_squared_error 0.583095 root_mean_squared_error 0.547723 root_mean_squared_error 0.469042 root_mean_squared_error 0.489898 root_relative_squared_error 1.189972 root_relative_squared_error 1.189972 root_relative_squared_error 1.258025 root_relative_squared_error 1.290706 root_relative_squared_error 1.079882 root_relative_squared_error 1.145918 root_relative_squared_error 1.181185 root_relative_squared_error 1.10953 root_relative_squared_error 0.950145 root_relative_squared_error 0.992394 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 203.125 usercpu_time_millis 125 usercpu_time_millis 203.125 usercpu_time_millis 203.125 usercpu_time_millis 203.125 usercpu_time_millis 250 usercpu_time_millis 296.875 usercpu_time_millis 156.25 usercpu_time_millis 140.625 usercpu_time_millis 125 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 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 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_training 187.5 usercpu_time_millis_training 109.375 usercpu_time_millis_training 203.125 usercpu_time_millis_training 187.5 usercpu_time_millis_training 203.125 usercpu_time_millis_training 250 usercpu_time_millis_training 296.875 usercpu_time_millis_training 156.25 usercpu_time_millis_training 125 usercpu_time_millis_training 125