176214 1 Jan van Rijn 3520 Supervised Classification predictive_accuracy 1073 weka.PART(3) 1843 weka.classifiers.rules.PART -- -M 2 -C 0.25 -Q 1 C 0.25 1073 M 2 1073 Q 1 1073 weka weka_3.7.12 385 tr31.wc https://www.openml.org/data/download/52497/tr31.wc.arff -1 580013 description https://api.openml.org/data/download/580013/weka_generated_run5606820923999746096.xml -1 580016 model_readable https://api.openml.org/data/download/580016/WekaModel_weka.classifiers.rules.PART2679292365914306916.model -1 580015 model_serialized https://api.openml.org/data/download/580015/WekaSerialized_weka.classifiers.rules.PART6555051382514821687.model -1 580014 predictions https://api.openml.org/data/download/580014/weka_generated_predictions5609425193903673120.arff area_under_roc_curve 0.959822 [0.964103,0.984109,0.982731,0.769447,0.962058,0.93702,0.722432] average_cost 0 f_measure 0.93218 [0.950355,0.983871,0.963696,0.594595,0.932755,0.881818,0] kappa 0.910577 kb_relative_information_score 829.041849 mean_absolute_error 0.020259 mean_prior_absolute_error 0.21447 number_of_instances 927 [352,63,151,21,227,111,2] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.931905 [0.949008,1,0.960526,0.6875,0.918803,0.889908,0] predictive_accuracy 0.933118 prior_entropy 2.239341 recall 0.933118 [0.951705,0.968254,0.966887,0.52381,0.947137,0.873874,0] relative_absolute_error 0.094463 root_mean_prior_squared_error 0.327293 root_mean_squared_error 0.137509 root_relative_squared_error 0.420139 scimark_benchmark 1466.618461 [959.9563069834742, 1157.6779875086186, 598.6851322020665, 1177.645964461495, 3439.1269143332333] total_cost 0 usercpu_time_millis 60670 usercpu_time_millis_testing 10 usercpu_time_millis_training 60660 area_under_roc_curve 0.9723 [0.947856,1,1,0.684066,1,0.993902,0.0] area_under_roc_curve 0.975126 [0.992446,1,0.992735,0.744505,0.959938,0.954545,0.0] area_under_roc_curve 0.990486 [0.996798,1,0.982955,1,0.978261,1,0.0] area_under_roc_curve 0.959649 [0.956158,0.915709,0.99359,0.994505,0.958385,0.945988,0.0] area_under_roc_curve 0.925455 [0.954187,1,0.960256,0.666667,0.933419,0.793792,0.0] area_under_roc_curve 0.947034 [0.952217,1,0.966667,0.739011,0.947183,0.914634,0.869565] area_under_roc_curve 0.945049 [0.952956,1,0.96453,0.472527,0.963188,0.948448,0.5] area_under_roc_curve 0.964141 [0.953133,0.916667,1,0.936111,0.963768,0.982043,0.0] area_under_roc_curve 0.966115 [1,1,0.983117,0.75,0.963768,0.860831,0.0] area_under_roc_curve 0.953492 [0.966416,1,0.966667,0.738889,0.921865,0.974186,0.0] 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 0.961985 [0.942857,1,1,0.5,1,0.956522,0] f_measure 0.956907 [0.972222,1,0.967742,0.5,0.956522,0.952381,0] f_measure 0.97893 [0.985507,1,0.941176,1,0.977778,1,0] f_measure 0.9364 [0.942857,0.909091,0.967742,0.8,0.954545,0.88,0] f_measure 0.87732 [0.929577,1,0.933333,0.5,0.888889,0.636364,0] f_measure 0.898171 [0.927536,1,0.965517,0.666667,0.875,0.818182,0] f_measure 0.90988 [0.931507,1,0.965517,0,0.933333,0.909091,0] f_measure 0.944038 [0.944444,0.909091,1,0.666667,0.93617,0.952381,0] f_measure 0.944187 [1,1,0.933333,0.666667,0.93617,0.818182,0] f_measure 0.91056 [0.927536,1,0.965517,0.4,0.875,0.9,0] kappa 0.94276 kappa 0.942182 kappa 0.971402 kappa 0.914273 kappa 0.842251 kappa 0.87133 kappa 0.898803 kappa 0.9264 kappa 0.927019 kappa 0.869565 kb_relative_information_score 85.795916 kb_relative_information_score 84.864661 kb_relative_information_score 89.591615 kb_relative_information_score 84.306974 kb_relative_information_score 77.814656 kb_relative_information_score 80.75038 kb_relative_information_score 81.568611 kb_relative_information_score 82.795403 kb_relative_information_score 82.624386 kb_relative_information_score 78.929247 mean_absolute_error 0.013266 mean_absolute_error 0.014464 mean_absolute_error 0.006902 mean_absolute_error 0.020248 mean_absolute_error 0.03398 mean_absolute_error 0.029734 mean_absolute_error 0.022602 mean_absolute_error 0.016175 mean_absolute_error 0.01686 mean_absolute_error 0.028368 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 0.968005 [0.970588,1,1,0.5,1,0.916667,0] precision 0.957661 [0.972222,1,0.9375,0.5,0.956522,1,0] precision 0.980884 [1,1,0.888889,1,1,1,0] precision 0.941394 [0.942857,1,0.9375,0.666667,1,0.846154,0] precision 0.884019 [0.916667,1,0.933333,1,0.869565,0.636364,0] precision 0.900112 [0.941176,1,1,1,0.807692,0.818182,0] precision 0.896804 [0.894737,1,1,0,0.913043,0.909091,0] precision 0.948321 [0.918919,1,1,1,0.916667,1,0] precision 0.946558 [1,1,0.933333,1,0.916667,0.818182,0] precision 0.923129 [0.941176,1,1,0.333333,0.84,1,0] predictive_accuracy 0.956989 predictive_accuracy 0.956989 predictive_accuracy 0.978495 predictive_accuracy 0.935484 predictive_accuracy 0.88172 predictive_accuracy 0.903226 predictive_accuracy 0.924731 predictive_accuracy 0.945652 predictive_accuracy 0.945652 predictive_accuracy 0.902174 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 0.956989 [0.916667,1,1,0.5,1,1,0] recall 0.956989 [0.972222,1,1,0.5,0.956522,0.909091,0] recall 0.978495 [0.971429,1,1,1,0.956522,1,0] recall 0.935484 [0.942857,0.833333,1,1,0.913043,0.916667,0] recall 0.88172 [0.942857,1,0.933333,0.333333,0.909091,0.636364,0] recall 0.903226 [0.914286,1,0.933333,0.5,0.954545,0.818182,0] recall 0.924731 [0.971429,1,0.933333,0,0.954545,0.909091,0] recall 0.945652 [0.971429,0.833333,1,0.5,0.956522,0.909091,0] recall 0.945652 [1,1,0.933333,0.5,0.956522,0.818182,0] recall 0.902174 [0.914286,1,0.933333,0.5,0.913043,0.818182,0] relative_absolute_error 0.062077 relative_absolute_error 0.067682 relative_absolute_error 0.032198 relative_absolute_error 0.094398 relative_absolute_error 0.157803 relative_absolute_error 0.138045 relative_absolute_error 0.104934 relative_absolute_error 0.075549 relative_absolute_error 0.07875 relative_absolute_error 0.132502 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 0.110599 root_mean_squared_error 0.110455 root_mean_squared_error 0.078112 root_mean_squared_error 0.13532 root_mean_squared_error 0.183419 root_mean_squared_error 0.164728 root_mean_squared_error 0.146041 root_mean_squared_error 0.124307 root_mean_squared_error 0.124231 root_mean_squared_error 0.16512 root_relative_squared_error 0.339133 root_relative_squared_error 0.33869 root_relative_squared_error 0.238778 root_relative_squared_error 0.413399 root_relative_squared_error 0.558166 root_relative_squared_error 0.501144 root_relative_squared_error 0.444293 root_relative_squared_error 0.380468 root_relative_squared_error 0.380234 root_relative_squared_error 0.505383 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 49530 usercpu_time_millis 66990 usercpu_time_millis 50190 usercpu_time_millis 48440 usercpu_time_millis 44610 usercpu_time_millis 43490 usercpu_time_millis 48900 usercpu_time_millis 47100 usercpu_time_millis 49050 usercpu_time_millis 48160 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 49530 usercpu_time_millis_training 66990 usercpu_time_millis_training 50190 usercpu_time_millis_training 48440 usercpu_time_millis_training 44610 usercpu_time_millis_training 43490 usercpu_time_millis_training 48900 usercpu_time_millis_training 47100 usercpu_time_millis_training 49050 usercpu_time_millis_training 48160