194036 2 Joaquin Vanschoren 1795 Supervised Classification predictive_accuracy 1177 weka.SimpleLogistic(3) 2019 weka.classifiers.functions.SimpleLogistic -- -I 0 -M 500 -H 50 -W 0.0 I 0 1177 M 500 1177 H 50 1177 W 0.0 1177 weka weka_3.7.12 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 639161 description https://api.openml.org/data/download/639161/weka_generated_run7844631176674609324.xml -1 639164 model_readable https://api.openml.org/data/download/639164/WekaModel_weka.classifiers.functions.SimpleLogistic6771741727819571307.model -1 639163 model_serialized https://api.openml.org/data/download/639163/WekaSerialized_weka.classifiers.functions.SimpleLogistic9020066451203693004.model -1 639162 predictions https://api.openml.org/data/download/639162/weka_generated_predictions3818605857708164916.arff area_under_roc_curve 0.762463 [0.762463,0.762463] average_cost 0 f_measure 0.732088 [0.823867,0.517937] kappa 0.345311 kb_relative_information_score 1047.0932 mean_absolute_error 0.324702 mean_prior_absolute_error 0.42016 number_of_instances 5000 [3500,1500] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.729061 [0.788964,0.589286] predictive_accuracy 0.742 prior_entropy 0.881778 recall 0.742 [0.862,0.462] relative_absolute_error 0.772807 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.417803 root_relative_squared_error 0.911721 scimark_benchmark 915.932351 [513.1628578603465, 1011.5249537742577, 478.0684770170223, 846.4449133594461, 1730.4605539495203] total_cost 0 usercpu_time_millis 530 usercpu_time_millis_testing 0 usercpu_time_millis_training 530 area_under_roc_curve 0.774629 [0.774629,0.774629] area_under_roc_curve 0.751029 [0.751029,0.751029] area_under_roc_curve 0.78261 [0.78261,0.78261] area_under_roc_curve 0.783562 [0.783562,0.783562] area_under_roc_curve 0.771248 [0.771248,0.771248] area_under_roc_curve 0.784133 [0.784133,0.784133] area_under_roc_curve 0.776305 [0.776305,0.776305] area_under_roc_curve 0.743829 [0.743829,0.743829] area_under_roc_curve 0.74379 [0.74379,0.74379] area_under_roc_curve 0.72699 [0.72699,0.72699] 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 0.715235 [0.813097,0.486891] f_measure 0.716916 [0.814714,0.488722] f_measure 0.748793 [0.831956,0.554745] f_measure 0.743684 [0.820874,0.563574] f_measure 0.752262 [0.835165,0.558824] f_measure 0.721454 [0.82959,0.469136] f_measure 0.749436 [0.831492,0.557971] f_measure 0.721079 [0.817439,0.496241] f_measure 0.733775 [0.833111,0.501992] f_measure 0.714338 [0.810959,0.488889] kappa 0.303862 kappa 0.307536 kappa 0.388778 kappa 0.38469 kappa 0.396378 kappa 0.310897 kappa 0.391218 kappa 0.317719 kappa 0.343487 kappa 0.30303 kb_relative_information_score 105.290468 kb_relative_information_score 117.539407 kb_relative_information_score 118.70888 kb_relative_information_score 95.884026 kb_relative_information_score 107.419061 kb_relative_information_score 113.84755 kb_relative_information_score 102.627118 kb_relative_information_score 88.69089 kb_relative_information_score 107.553619 kb_relative_information_score 89.532183 mean_absolute_error 0.321428 mean_absolute_error 0.310812 mean_absolute_error 0.314987 mean_absolute_error 0.331982 mean_absolute_error 0.325332 mean_absolute_error 0.321283 mean_absolute_error 0.32678 mean_absolute_error 0.335775 mean_absolute_error 0.326145 mean_absolute_error 0.332501 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 0.711314 [0.778068,0.555556] precision 0.713156 [0.778646,0.560345] precision 0.746105 [0.803191,0.612903] precision 0.741878 [0.810585,0.58156] precision 0.749848 [0.804233,0.622951] precision 0.72392 [0.771499,0.612903] precision 0.746702 [0.804813,0.611111] precision 0.717565 [0.78125,0.568966] precision 0.734497 [0.781955,0.623762] precision 0.710263 [0.778947,0.55] predictive_accuracy 0.726 predictive_accuracy 0.728 predictive_accuracy 0.756 predictive_accuracy 0.746 predictive_accuracy 0.76 predictive_accuracy 0.742 predictive_accuracy 0.756 predictive_accuracy 0.732 predictive_accuracy 0.75 predictive_accuracy 0.724 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 0.726 [0.851429,0.433333] recall 0.728 [0.854286,0.433333] recall 0.756 [0.862857,0.506667] recall 0.746 [0.831429,0.546667] recall 0.76 [0.868571,0.506667] recall 0.742 [0.897143,0.38] recall 0.756 [0.86,0.513333] recall 0.732 [0.857143,0.44] recall 0.75 [0.891429,0.42] recall 0.724 [0.845714,0.44] relative_absolute_error 0.765014 relative_absolute_error 0.739746 relative_absolute_error 0.749684 relative_absolute_error 0.790133 relative_absolute_error 0.774305 relative_absolute_error 0.764668 relative_absolute_error 0.777751 relative_absolute_error 0.79916 relative_absolute_error 0.77624 relative_absolute_error 0.791369 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 0.414955 root_mean_squared_error 0.426867 root_mean_squared_error 0.409087 root_mean_squared_error 0.410525 root_mean_squared_error 0.410342 root_mean_squared_error 0.40655 root_mean_squared_error 0.414254 root_mean_squared_error 0.426011 root_mean_squared_error 0.420733 root_mean_squared_error 0.437651 root_relative_squared_error 0.905506 root_relative_squared_error 0.9315 root_relative_squared_error 0.8927 root_relative_squared_error 0.895839 root_relative_squared_error 0.89544 root_relative_squared_error 0.887164 root_relative_squared_error 0.903977 root_relative_squared_error 0.929632 root_relative_squared_error 0.918113 root_relative_squared_error 0.955032 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 240 usercpu_time_millis 260 usercpu_time_millis 220 usercpu_time_millis 180 usercpu_time_millis 230 usercpu_time_millis 190 usercpu_time_millis 240 usercpu_time_millis 160 usercpu_time_millis 220 usercpu_time_millis 240 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 240 usercpu_time_millis_training 260 usercpu_time_millis_training 220 usercpu_time_millis_training 180 usercpu_time_millis_training 230 usercpu_time_millis_training 190 usercpu_time_millis_training 240 usercpu_time_millis_training 160 usercpu_time_millis_training 220 usercpu_time_millis_training 240