194773 2 Joaquin Vanschoren 3520 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_3.7.12 385 tr31.wc https://www.openml.org/data/download/52497/tr31.wc.arff -1 642071 description https://api.openml.org/data/download/642071/weka_generated_run6281284417840677040.xml -1 642074 model_readable https://api.openml.org/data/download/642074/WekaModel_weka.classifiers.functions.SimpleLogistic5728995278463783086.model -1 642073 model_serialized https://api.openml.org/data/download/642073/WekaSerialized_weka.classifiers.functions.SimpleLogistic406509422843804632.model -1 642072 predictions https://api.openml.org/data/download/642072/weka_generated_predictions4986829531559890950.arff area_under_roc_curve 0.996313 [0.997999,0.990291,0.999923,0.999159,0.998065,0.994331,0.497838] average_cost 0 f_measure 0.986033 [0.994318,0.984127,0.989967,0.976744,0.978261,0.990909,0] kappa 0.982717 kb_relative_information_score 901.923246 mean_absolute_error 0.004262 mean_prior_absolute_error 0.21447 number_of_instances 927 [352,63,151,21,227,111,2] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.985169 [0.994318,0.984127,1,0.954545,0.965665,1,0] predictive_accuracy 0.987055 prior_entropy 2.239341 recall 0.987055 [0.994318,0.984127,0.980132,1,0.991189,0.981982,0] relative_absolute_error 0.019872 root_mean_prior_squared_error 0.327293 root_mean_squared_error 0.055182 root_relative_squared_error 0.168601 scimark_benchmark 880.83717 [545.2455687657631, 1011.2594872886406, 466.03379783950703, 855.2822026298074, 1526.364792768636] total_cost 0 usercpu_time_millis 425000 usercpu_time_millis_testing 2950 usercpu_time_millis_training 422050 area_under_roc_curve 1 [1,1,1,1,1,1,0.0] area_under_roc_curve 0.991222 [0.999513,0.91092,1,1,0.988509,1,0.0] area_under_roc_curve 1 [1,1,1,1,1,1,0.0] area_under_roc_curve 0.999661 [0.999507,1,1,1,0.999379,1,0.0] area_under_roc_curve 0.993932 [1,1,1,0.990741,1,0.95122,0.0] area_under_roc_curve 0.987913 [0.983498,0.993355,1,1,1,1,0.5] area_under_roc_curve 0.994624 [1,1,1,1,1,1,0.5] area_under_roc_curve 1 [1,1,1,1,1,1,0.0] area_under_roc_curve 0.999229 [1,1,0.999134,1,0.99748,1,0.0] area_under_roc_curve 1 [1,1,1,1,1,1,0.0] 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 average_cost 0 f_measure 1 [1,1,1,1,1,1,0] f_measure 0.978378 [0.985915,0.909091,1,1,0.958333,1,0] f_measure 1 [1,1,1,1,1,1,0] f_measure 0.989204 [0.985915,1,1,1,0.977778,1,0] f_measure 0.989759 [1,1,1,0.857143,1,0.952381,0] f_measure 0.962928 [0.985507,0.933333,0.965517,1,0.956522,1,0] f_measure 0.9734 [1,1,0.965517,1,0.956522,1,0] f_measure 1 [1,1,1,1,1,1,0] f_measure 0.967369 [0.985915,1,0.965517,1,0.93617,0.952381,0] f_measure 1 [1,1,1,1,1,1,0] kappa 1 kappa 0.971091 kappa 1 kappa 0.985635 kappa 0.985789 kappa 0.957339 kappa 0.971437 kappa 1 kappa 0.956135 kappa 1 kb_relative_information_score 91.169537 kb_relative_information_score 88.320764 kb_relative_information_score 91.500582 kb_relative_information_score 90.585392 kb_relative_information_score 92.340798 kb_relative_information_score 89.87006 kb_relative_information_score 90.037099 kb_relative_information_score 90.58346 kb_relative_information_score 87.097876 kb_relative_information_score 90.417679 mean_absolute_error 0.000275 mean_absolute_error 0.007118 mean_absolute_error 0.001258 mean_absolute_error 0.004358 mean_absolute_error 0.003293 mean_absolute_error 0.008224 mean_absolute_error 0.006586 mean_absolute_error 0.000094 mean_absolute_error 0.010557 mean_absolute_error 0.000843 mean_prior_absolute_error 0.213705 mean_prior_absolute_error 0.213705 mean_prior_absolute_error 0.214366 mean_prior_absolute_error 0.214498 mean_prior_absolute_error 0.215333 mean_prior_absolute_error 0.215396 mean_prior_absolute_error 0.215396 mean_prior_absolute_error 0.214096 mean_prior_absolute_error 0.214096 mean_prior_absolute_error 0.214096 number_of_instances 93 [36,6,15,2,23,11,0] number_of_instances 93 [36,6,15,2,23,11,0] number_of_instances 93 [35,6,16,2,23,11,0] number_of_instances 93 [35,6,15,2,23,12,0] number_of_instances 93 [35,7,15,3,22,11,0] number_of_instances 93 [35,7,15,2,22,11,1] number_of_instances 93 [35,7,15,2,22,11,1] number_of_instances 92 [35,6,15,2,23,11,0] number_of_instances 92 [35,6,15,2,23,11,0] number_of_instances 92 [35,6,15,2,23,11,0] precision 1 [1,1,1,1,1,1,0] precision 0.980215 [1,1,1,1,0.92,1,0] precision 1 [1,1,1,1,1,1,0] precision 0.989546 [0.972222,1,1,1,1,1,0] precision 0.991935 [1,1,1,0.75,1,1,0] precision 0.960125 [1,0.875,1,1,0.916667,1,0] precision 0.969534 [1,1,1,1,0.916667,1,0] precision 1 [1,1,1,1,1,1,0] precision 0.968599 [0.972222,1,1,1,0.916667,1,0] precision 1 [1,1,1,1,1,1,0] predictive_accuracy 1 predictive_accuracy 0.978495 predictive_accuracy 1 predictive_accuracy 0.989247 predictive_accuracy 0.989247 predictive_accuracy 0.967742 predictive_accuracy 0.978495 predictive_accuracy 1 predictive_accuracy 0.967391 predictive_accuracy 1 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 recall 1 [1,1,1,1,1,1,0] recall 0.978495 [0.972222,0.833333,1,1,1,1,0] recall 1 [1,1,1,1,1,1,0] recall 0.989247 [1,1,1,1,0.956522,1,0] recall 0.989247 [1,1,1,1,1,0.909091,0] recall 0.967742 [0.971429,1,0.933333,1,1,1,0] recall 0.978495 [1,1,0.933333,1,1,1,0] recall 1 [1,1,1,1,1,1,0] recall 0.967391 [1,1,0.933333,1,0.956522,0.909091,0] recall 1 [1,1,1,1,1,1,0] relative_absolute_error 0.001288 relative_absolute_error 0.033309 relative_absolute_error 0.005868 relative_absolute_error 0.020319 relative_absolute_error 0.015292 relative_absolute_error 0.03818 relative_absolute_error 0.030576 relative_absolute_error 0.00044 relative_absolute_error 0.049308 relative_absolute_error 0.003938 root_mean_prior_squared_error 0.326123 root_mean_prior_squared_error 0.326123 root_mean_prior_squared_error 0.327135 root_mean_prior_squared_error 0.327336 root_mean_prior_squared_error 0.32861 root_mean_prior_squared_error 0.328705 root_mean_prior_squared_error 0.328705 root_mean_prior_squared_error 0.326722 root_mean_prior_squared_error 0.326722 root_mean_prior_squared_error 0.326722 root_mean_squared_error 0.004884 root_mean_squared_error 0.069904 root_mean_squared_error 0.008212 root_mean_squared_error 0.057095 root_mean_squared_error 0.055484 root_mean_squared_error 0.084554 root_mean_squared_error 0.077051 root_mean_squared_error 0.000899 root_mean_squared_error 0.07697 root_mean_squared_error 0.00945 root_relative_squared_error 0.014977 root_relative_squared_error 0.214349 root_relative_squared_error 0.025102 root_relative_squared_error 0.174422 root_relative_squared_error 0.168845 root_relative_squared_error 0.257233 root_relative_squared_error 0.234408 root_relative_squared_error 0.002752 root_relative_squared_error 0.235583 root_relative_squared_error 0.028924 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 323480 usercpu_time_millis 302410 usercpu_time_millis 356880 usercpu_time_millis 349250 usercpu_time_millis 349440 usercpu_time_millis 455450 usercpu_time_millis 315950 usercpu_time_millis 457040 usercpu_time_millis 366530 usercpu_time_millis 405100 usercpu_time_millis_testing 320 usercpu_time_millis_testing 300 usercpu_time_millis_testing 270 usercpu_time_millis_testing 300 usercpu_time_millis_testing 320 usercpu_time_millis_testing 280 usercpu_time_millis_testing 310 usercpu_time_millis_testing 280 usercpu_time_millis_testing 270 usercpu_time_millis_testing 270 usercpu_time_millis_training 323160 usercpu_time_millis_training 302110 usercpu_time_millis_training 356610 usercpu_time_millis_training 348950 usercpu_time_millis_training 349120 usercpu_time_millis_training 455170 usercpu_time_millis_training 315640 usercpu_time_millis_training 456760 usercpu_time_millis_training 366260 usercpu_time_millis_training 404830