557246 939 Martijn Post 3688 Supervised Classification predictive_accuracy 3466 weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_SGD(1) 5777 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.InfoGainAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W 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 T -1.7976931348623157E308 2118 N -1 2118 S weka.attributeSelection.Ranker 3466 W weka.classifiers.functions.SGD 3466 weka weka_3.7.13 823 houses https://www.openml.org/data/download/53357/houses.arff -1 1919563 description https://api.openml.org/data/download/1919563/weka_generated_run6348117927044275996.xml -1 1919565 model_readable https://api.openml.org/data/download/1919565/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier7201432159291225262.model -1 1919564 model_serialized https://api.openml.org/data/download/1919564/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier1394146755150438220.model -1 1919566 predictions https://api.openml.org/data/download/1919566/weka_generated_predictions7379582187600953705.arff area_under_roc_curve 0.96106 [0.96106,0.96106] average_cost 0 f_measure 0.962379 [0.956242,0.967043] kappa 0.923287 kb_relative_information_score 19045.564201 mean_absolute_error 0.037597 mean_prior_absolute_error 0.49072 number_of_instances 20640 [8914,11726] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.962395 [0.961338,0.963198] predictive_accuracy 0.962403 prior_entropy 0.986572 recall 0.962403 [0.9512,0.970919] relative_absolute_error 0.076616 root_mean_prior_squared_error 0.495338 root_mean_squared_error 0.193899 root_relative_squared_error 0.391448 scimark_benchmark 1744.865206 [1052.9674971805453, 1396.3442135204984, 796.8398928435498, 1686.8983051584405, 3791.2761220334564] total_cost 0 usercpu_time_millis 750 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 734.375 area_under_roc_curve 0.967741 [0.967741,0.967741] area_under_roc_curve 0.959601 [0.959601,0.959601] area_under_roc_curve 0.964061 [0.964061,0.964061] area_under_roc_curve 0.950826 [0.950826,0.950826] area_under_roc_curve 0.953634 [0.953634,0.953634] area_under_roc_curve 0.960233 [0.960233,0.960233] area_under_roc_curve 0.965618 [0.965618,0.965618] area_under_roc_curve 0.960368 [0.960368,0.960368] area_under_roc_curve 0.965327 [0.965327,0.965327] area_under_roc_curve 0.963195 [0.963195,0.963195] 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 0.968971 [0.963923,0.972812] f_measure 0.961667 [0.95519,0.966596] f_measure 0.965102 [0.959505,0.969362] f_measure 0.95248 [0.944695,0.958404] f_measure 0.955382 [0.947964,0.961017] f_measure 0.96123 [0.955006,0.965957] f_measure 0.967026 [0.961582,0.971162] f_measure 0.961235 [0.955056,0.965928] f_measure 0.966549 [0.961083,0.970701] f_measure 0.964137 [0.95838,0.968511] kappa 0.936737 kappa 0.921794 kappa 0.928867 kappa 0.903103 kappa 0.908985 kappa 0.920963 kappa 0.932746 kappa 0.920985 kappa 0.931785 kappa 0.926891 kb_relative_information_score 1932.73973 kb_relative_information_score 1901.920506 kb_relative_information_score 1916.30281 kb_relative_information_score 1862.882822 kb_relative_information_score 1874.809601 kb_relative_information_score 1899.46498 kb_relative_information_score 1924.120359 kb_relative_information_score 1899.46498 kb_relative_information_score 1922.065744 kb_relative_information_score 1911.792669 mean_absolute_error 0.031008 mean_absolute_error 0.038275 mean_absolute_error 0.034884 mean_absolute_error 0.047481 mean_absolute_error 0.044574 mean_absolute_error 0.03876 mean_absolute_error 0.032946 mean_absolute_error 0.03876 mean_absolute_error 0.03343 mean_absolute_error 0.035853 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 number_of_instances 2064 [892,1172] number_of_instances 2064 [892,1172] number_of_instances 2064 [892,1172] number_of_instances 2064 [892,1172] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] precision 0.968996 [0.969388,0.968697] precision 0.961812 [0.966705,0.958089] precision 0.965104 [0.962754,0.966893] precision 0.952505 [0.951136,0.953547] precision 0.955428 [0.95553,0.95535] precision 0.961226 [0.957159,0.964316] precision 0.967065 [0.968146,0.966245] precision 0.961232 [0.95613,0.965106] precision 0.966565 [0.965986,0.967005] precision 0.964135 [0.960541,0.966865] predictive_accuracy 0.968992 predictive_accuracy 0.961725 predictive_accuracy 0.965116 predictive_accuracy 0.952519 predictive_accuracy 0.955426 predictive_accuracy 0.96124 predictive_accuracy 0.967054 predictive_accuracy 0.96124 predictive_accuracy 0.96657 predictive_accuracy 0.964147 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 recall 0.968992 [0.95852,0.976962] recall 0.961725 [0.943946,0.975256] recall 0.965116 [0.956278,0.971843] recall 0.952519 [0.938341,0.963311] recall 0.955426 [0.940516,0.966752] recall 0.96124 [0.952862,0.967604] recall 0.967054 [0.955107,0.97613] recall 0.96124 [0.953984,0.966752] recall 0.96657 [0.956229,0.974425] recall 0.964147 [0.956229,0.970162] relative_absolute_error 0.063183 relative_absolute_error 0.077992 relative_absolute_error 0.071081 relative_absolute_error 0.096749 relative_absolute_error 0.090838 relative_absolute_error 0.07899 relative_absolute_error 0.067141 relative_absolute_error 0.07899 relative_absolute_error 0.068129 relative_absolute_error 0.073065 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_squared_error 0.17609 root_mean_squared_error 0.19564 root_mean_squared_error 0.186772 root_mean_squared_error 0.2179 root_mean_squared_error 0.211125 root_mean_squared_error 0.196875 root_mean_squared_error 0.18151 root_mean_squared_error 0.196875 root_mean_squared_error 0.182839 root_mean_squared_error 0.189348 root_relative_squared_error 0.355466 root_relative_squared_error 0.394932 root_relative_squared_error 0.377029 root_relative_squared_error 0.439867 root_relative_squared_error 0.426247 root_relative_squared_error 0.397477 root_relative_squared_error 0.366456 root_relative_squared_error 0.397477 root_relative_squared_error 0.36914 root_relative_squared_error 0.382281 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 656.25 usercpu_time_millis 687.5 usercpu_time_millis 640.625 usercpu_time_millis 640.625 usercpu_time_millis 640.625 usercpu_time_millis 656.25 usercpu_time_millis 640.625 usercpu_time_millis 625 usercpu_time_millis 640.625 usercpu_time_millis 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 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 656.25 usercpu_time_millis_training 671.875 usercpu_time_millis_training 640.625 usercpu_time_millis_training 640.625 usercpu_time_millis_training 625 usercpu_time_millis_training 656.25 usercpu_time_millis_training 640.625 usercpu_time_millis_training 625 usercpu_time_millis_training 640.625 usercpu_time_millis_training 625