272018 2 Joaquin Vanschoren 1795 Supervised Classification predictive_accuracy 1112 weka.LibLINEAR(1) 1880 weka.classifiers.functions.LibLINEAR -- -S 1 -C 1.0 -E 0.01 -B 1.0 S 1 1112 C 1.0 1112 E 0.01 1112 B 1.0 1112 weka weka_3.7.12 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 910833 description https://api.openml.org/data/download/910833/weka_generated_run5992711993862214283.xml -1 910836 model_readable https://api.openml.org/data/download/910836/WekaModel_weka.classifiers.functions.LibLINEAR2734947365211445960.model -1 910835 model_serialized https://api.openml.org/data/download/910835/WekaSerialized_weka.classifiers.functions.LibLINEAR5359718245706185992.model -1 910834 predictions https://api.openml.org/data/download/910834/weka_generated_predictions1908918575677952980.arff area_under_roc_curve 0.523238 [0.523238,0.523238] average_cost 0 f_measure 0.566978 [0.64798,0.377975] kappa 0.04161 kb_relative_information_score -740.026407 mean_absolute_error 0.4496 mean_prior_absolute_error 0.42016 number_of_instances 5000 [3500,1500] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.598762 [0.716909,0.323084] predictive_accuracy 0.5504 prior_entropy 0.881778 recall 0.5504 [0.591143,0.455333] relative_absolute_error 1.070069 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.670522 root_relative_squared_error 1.463199 scimark_benchmark 1261.729759 [820.433066540156, 762.5465159538953, 525.5711370641343, 1059.5958060841647, 3140.5022715002706] total_cost 0 usercpu_time_millis 160 usercpu_time_millis_testing 0 usercpu_time_millis_training 160 area_under_roc_curve 0.516667 [0.516667,0.516667] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.504286 [0.504286,0.504286] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.6 [0.6,0.6] area_under_roc_curve 0.53619 [0.53619,0.53619] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.563333 [0.563333,0.563333] area_under_roc_curve 0.511905 [0.511905,0.511905] 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 0.194486 [0.076712,0.469291] f_measure 0.576471 [0.823529,0] f_measure 0.576471 [0.823529,0] f_measure 0.151002 [0.016997,0.463679] f_measure 0.576471 [0.823529,0] f_measure 0.623303 [0.688889,0.47027] f_measure 0.631328 [0.815271,0.202128] f_measure 0.576471 [0.823529,0] f_measure 0.421068 [0.394794,0.482375] f_measure 0.189706 [0.071233,0.466142] kappa 0.020349 kappa 0 kappa 0 kappa 0.005161 kappa 0 kappa 0.176471 kappa 0.09201 kappa 0 kappa 0.087042 kappa 0.014535 kb_relative_information_score -360.355487 kb_relative_information_score 116.899257 kb_relative_information_score 116.899257 kb_relative_information_score -385.877131 kb_relative_information_score 116.899257 kb_relative_information_score -0.500306 kb_relative_information_score 116.899257 kb_relative_information_score 116.899257 kb_relative_information_score -212.329952 kb_relative_information_score -365.459816 mean_absolute_error 0.674 mean_absolute_error 0.3 mean_absolute_error 0.3 mean_absolute_error 0.694 mean_absolute_error 0.3 mean_absolute_error 0.392 mean_absolute_error 0.3 mean_absolute_error 0.3 mean_absolute_error 0.558 mean_absolute_error 0.678 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] precision 0.745498 [0.933333,0.307216] precision 0.49 [0.7,0] precision 0.49 [0.7,0] precision 0.790543 [1,0.301811] precision 0.49 [0.7,0] precision 0.661136 [0.775,0.395455] precision 0.651515 [0.71645,0.5] precision 0.49 [0.7,0] precision 0.674131 [0.81982,0.33419] precision 0.698213 [0.866667,0.305155] predictive_accuracy 0.326 predictive_accuracy 0.7 predictive_accuracy 0.7 predictive_accuracy 0.306 predictive_accuracy 0.7 predictive_accuracy 0.608 predictive_accuracy 0.7 predictive_accuracy 0.7 predictive_accuracy 0.442 predictive_accuracy 0.322 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.326 [0.04,0.993333] recall 0.7 [1,0] recall 0.7 [1,0] recall 0.306 [0.008571,1] recall 0.7 [1,0] recall 0.608 [0.62,0.58] recall 0.7 [0.945714,0.126667] recall 0.7 [1,0] recall 0.442 [0.26,0.866667] recall 0.322 [0.037143,0.986667] relative_absolute_error 1.604152 relative_absolute_error 0.714014 relative_absolute_error 0.714014 relative_absolute_error 1.651753 relative_absolute_error 0.714014 relative_absolute_error 0.932979 relative_absolute_error 0.714014 relative_absolute_error 0.714014 relative_absolute_error 1.328067 relative_absolute_error 1.613672 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.820975 root_mean_squared_error 0.547723 root_mean_squared_error 0.547723 root_mean_squared_error 0.833067 root_mean_squared_error 0.547723 root_mean_squared_error 0.626099 root_mean_squared_error 0.547723 root_mean_squared_error 0.547723 root_mean_squared_error 0.746994 root_mean_squared_error 0.823408 root_relative_squared_error 1.791514 root_relative_squared_error 1.195228 root_relative_squared_error 1.195228 root_relative_squared_error 1.8179 root_relative_squared_error 1.195228 root_relative_squared_error 1.36626 root_relative_squared_error 1.195228 root_relative_squared_error 1.195228 root_relative_squared_error 1.630074 root_relative_squared_error 1.796822 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 120 usercpu_time_millis 80 usercpu_time_millis 60 usercpu_time_millis 70 usercpu_time_millis 70 usercpu_time_millis 240 usercpu_time_millis 70 usercpu_time_millis 70 usercpu_time_millis 70 usercpu_time_millis 60 usercpu_time_millis_testing 0 usercpu_time_millis_testing 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_training 120 usercpu_time_millis_training 70 usercpu_time_millis_training 60 usercpu_time_millis_training 70 usercpu_time_millis_training 70 usercpu_time_millis_training 240 usercpu_time_millis_training 70 usercpu_time_millis_training 70 usercpu_time_millis_training 70 usercpu_time_millis_training 60