540500 939 Martijn Post 3662 Supervised Classification predictive_accuracy 1944 weka.SGD(4) 2547 weka.classifiers.functions.SGD -- -F 0 -L 0.01 -R 1.0E-4 -E 500 -C 0.001 -S 1 F 0 1944 L 0.01 1944 R 1.0E-4 1944 E 500 1944 C 0.001 1944 S 1 1944 study_15 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 1843704 description https://api.openml.org/data/download/1843704/weka_generated_run8468656024006061718.xml -1 1843706 model_readable https://api.openml.org/data/download/1843706/WekaModel_weka.classifiers.functions.SGD2443090838041532657.model -1 1843705 model_serialized https://api.openml.org/data/download/1843705/WekaSerialized_weka.classifiers.functions.SGD5962080864187239979.model -1 1843707 predictions https://api.openml.org/data/download/1843707/weka_generated_predictions2645589412666880137.arff area_under_roc_curve 0.634172 [0.634172,0.634172] average_cost 0 f_measure 0.636129 [0.601963,0.662973] kappa 0.265948 kb_relative_information_score 254.62095 mean_absolute_error 0.365 mean_prior_absolute_error 0.492814 number_of_instances 1000 [440,560] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1] precision 0.638989 [0.578616,0.686424] predictive_accuracy 0.635 prior_entropy 0.989629 recall 0.635 [0.627273,0.641071] relative_absolute_error 0.740644 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.604152 root_relative_squared_error 1.217099 scimark_benchmark 1779.392023 [1041.6486425325306, 1380.8347687351732, 804.9038492927505, 1720.6695497699382, 3948.9033039131473] total_cost 0 usercpu_time_millis 93.6006 usercpu_time_millis_testing 0 usercpu_time_millis_training 93.6006 area_under_roc_curve 0.545455 [0.545455,0.545455] area_under_roc_curve 0.654221 [0.654221,0.654221] area_under_roc_curve 0.612825 [0.612825,0.612825] area_under_roc_curve 0.693994 [0.693994,0.693994] area_under_roc_curve 0.582792 [0.582792,0.582792] area_under_roc_curve 0.628247 [0.628247,0.628247] area_under_roc_curve 0.607143 [0.607143,0.607143] area_under_roc_curve 0.706981 [0.706981,0.706981] area_under_roc_curve 0.669643 [0.669643,0.669643] area_under_roc_curve 0.640422 [0.640422,0.640422] 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 0.54092 [0.530612,0.54902] f_measure 0.637692 [0.653846,0.625] f_measure 0.611368 [0.589474,0.628571] f_measure 0.691088 [0.673684,0.704762] f_measure 0.589458 [0.528736,0.637168] f_measure 0.631007 [0.593407,0.66055] f_measure 0.615759 [0.536585,0.677966] f_measure 0.710323 [0.674157,0.738739] f_measure 0.66 [0.66,0.66] f_measure 0.64961 [0.552632,0.725806] kappa 0.088748 kappa 0.296875 kappa 0.221868 kappa 0.381484 kappa 0.165989 kappa 0.254633 kappa 0.217463 kappa 0.412955 kappa 0.329653 kappa 0.289298 kb_relative_information_score 6.062912 kb_relative_information_score 26.483105 kb_relative_information_score 20.357047 kb_relative_information_score 36.693201 kb_relative_information_score 16.273008 kb_relative_information_score 24.441085 kb_relative_information_score 22.399066 kb_relative_information_score 40.777239 kb_relative_information_score 30.567143 kb_relative_information_score 30.567143 mean_absolute_error 0.46 mean_absolute_error 0.36 mean_absolute_error 0.39 mean_absolute_error 0.31 mean_absolute_error 0.41 mean_absolute_error 0.37 mean_absolute_error 0.38 mean_absolute_error 0.29 mean_absolute_error 0.34 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 0.552721 [0.481481,0.608696] precision 0.669333 [0.566667,0.75] precision 0.618711 [0.54902,0.673469] precision 0.698936 [0.627451,0.755102] precision 0.589033 [0.534884,0.631579] precision 0.633143 [0.574468,0.679245] precision 0.616027 [0.578947,0.645161] precision 0.710788 [0.666667,0.745455] precision 0.679286 [0.589286,0.75] precision 0.659338 [0.65625,0.661765] predictive_accuracy 0.54 predictive_accuracy 0.64 predictive_accuracy 0.61 predictive_accuracy 0.69 predictive_accuracy 0.59 predictive_accuracy 0.63 predictive_accuracy 0.62 predictive_accuracy 0.71 predictive_accuracy 0.66 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 0.54 [0.590909,0.5] recall 0.64 [0.772727,0.535714] recall 0.61 [0.636364,0.589286] recall 0.69 [0.727273,0.660714] recall 0.59 [0.522727,0.642857] recall 0.63 [0.613636,0.642857] recall 0.62 [0.5,0.714286] recall 0.71 [0.681818,0.732143] recall 0.66 [0.75,0.589286] recall 0.66 [0.477273,0.803571] relative_absolute_error 0.933414 relative_absolute_error 0.730498 relative_absolute_error 0.791373 relative_absolute_error 0.62904 relative_absolute_error 0.831956 relative_absolute_error 0.75079 relative_absolute_error 0.771081 relative_absolute_error 0.588457 relative_absolute_error 0.689915 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 0.678233 root_mean_squared_error 0.6 root_mean_squared_error 0.6245 root_mean_squared_error 0.556776 root_mean_squared_error 0.640312 root_mean_squared_error 0.608276 root_mean_squared_error 0.616441 root_mean_squared_error 0.538516 root_mean_squared_error 0.583095 root_mean_squared_error 0.583095 root_relative_squared_error 1.366339 root_relative_squared_error 1.208734 root_relative_squared_error 1.258091 root_relative_squared_error 1.121658 root_relative_squared_error 1.289946 root_relative_squared_error 1.225407 root_relative_squared_error 1.241857 root_relative_squared_error 1.084872 root_relative_squared_error 1.174679 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 93.6006 usercpu_time_millis 93.6006 usercpu_time_millis 93.6006 usercpu_time_millis 93.6006 usercpu_time_millis 78.0005 usercpu_time_millis 78.0005 usercpu_time_millis 78.0005 usercpu_time_millis 93.6006 usercpu_time_millis 78.0005 usercpu_time_millis 93.6006 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 93.6006 usercpu_time_millis_training 93.6006 usercpu_time_millis_training 93.6006 usercpu_time_millis_training 93.6006 usercpu_time_millis_training 78.0005 usercpu_time_millis_training 78.0005 usercpu_time_millis_training 78.0005 usercpu_time_millis_training 93.6006 usercpu_time_millis_training 78.0005 usercpu_time_millis_training 93.6006