232429 2 Joaquin Vanschoren 3520 Supervised Classification predictive_accuracy 1194 weka.RandomSubSpace_REPTree(4) 2053 weka.classifiers.meta.RandomSubSpace -- -P 0.5 -S 1 -num-slots 1 -I 20 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 M 2 1077 V 0.001 1077 N 3 1077 S 1 1077 L -1 1077 I 0.0 1077 P 0.5 1194 S 1 1194 num-slots 1 1194 I 20 1194 W weka.classifiers.trees.REPTree 1194 weka weka_3.7.12 385 tr31.wc https://www.openml.org/data/download/52497/tr31.wc.arff -1 774495 description https://api.openml.org/data/download/774495/weka_generated_run8846878285290265905.xml -1 774498 model_readable https://api.openml.org/data/download/774498/WekaModel_weka.classifiers.meta.RandomSubSpace5444987403111420857.model -1 774497 model_serialized https://api.openml.org/data/download/774497/WekaSerialized_weka.classifiers.meta.RandomSubSpace875455953059238376.model -1 774496 predictions https://api.openml.org/data/download/774496/weka_generated_predictions6886085866953273600.arff area_under_roc_curve 0.997933 [0.999224,0.999798,0.999206,0.999474,0.996759,0.999669,0.636486] average_cost 0 f_measure 0.963006 [0.979021,0.958678,0.950495,0.864865,0.962801,0.968037,0] kappa 0.952232 kb_relative_information_score 797.726171 mean_absolute_error 0.044454 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 0.962806 [0.964187,1,0.947368,1,0.956522,0.981481,0] predictive_accuracy 0.964401 prior_entropy 2.239341 recall 0.964401 [0.994318,0.920635,0.953642,0.761905,0.969163,0.954955,0] relative_absolute_error 0.207274 root_mean_prior_squared_error 0.327293 root_mean_squared_error 0.105183 root_relative_squared_error 0.321372 scimark_benchmark 899.504233 [558.1570048, 1003.3611493991252, 481.28276544297296, 913.7120322394417, 1541.0082122101073] total_cost 0 usercpu_time_millis 236100 usercpu_time_millis_testing 6740 usercpu_time_millis_training 229360 area_under_roc_curve 0.997523 [0.999513,1,0.999145,1,0.991304,1,0.0] area_under_roc_curve 0.999876 [1,0.998084,1,1,1,1,0.0] area_under_roc_curve 0.998925 [1,1,1,1,0.995652,1,0.0] area_under_roc_curve 0.99794 [0.999015,1,1,1,0.993168,1,0.0] area_under_roc_curve 0.998176 [0.998522,1,0.996581,1,0.998079,0.997783,0.0] area_under_roc_curve 0.995756 [0.999015,1,0.999145,1,0.993598,1,0.793478] area_under_roc_curve 0.994114 [0.999507,1,1,1,0.996159,1,0.554348] area_under_roc_curve 0.999866 [1,1,1,1,1,0.998878,0.0] area_under_roc_curve 0.998047 [0.997494,1,0.998268,1,0.99874,0.996633,0.0] area_under_roc_curve 0.999527 [1,1,1,1,0.99811,1,0.0] 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 0.966023 [0.986301,1,0.933333,0.666667,0.956522,1,0] f_measure 0.956003 [0.986301,0.8,0.909091,1,0.977778,0.952381,0] f_measure 0.978185 [0.972222,0.909091,1,1,0.977778,1,0] f_measure 0.967372 [0.972222,0.909091,0.967742,1,0.977778,0.956522,0] f_measure 0.945044 [0.957746,1,0.896552,0.8,0.956522,0.952381,0] f_measure 0.962614 [0.985915,1,0.965517,1,0.933333,1,0] f_measure 0.930819 [0.958904,1,0.965517,0,0.954545,0.956522,0] f_measure 0.965356 [0.985915,0.909091,1,0.666667,0.958333,0.952381,0] f_measure 0.956969 [0.985507,1,0.903226,1,0.956522,0.909091,0] f_measure 0.989059 [1,1,0.965517,1,0.978723,1,0] kappa 0.956433 kappa 0.941902 kappa 0.971105 kappa 0.95669 kappa 0.928307 kappa 0.95707 kappa 0.92784 kappa 0.955925 kappa 0.941992 kappa 0.985434 kb_relative_information_score 79.933596 kb_relative_information_score 80.586196 kb_relative_information_score 79.714824 kb_relative_information_score 80.384841 kb_relative_information_score 79.061378 kb_relative_information_score 80.363949 kb_relative_information_score 79.191702 kb_relative_information_score 79.401514 kb_relative_information_score 79.557204 kb_relative_information_score 79.530968 mean_absolute_error 0.042236 mean_absolute_error 0.039808 mean_absolute_error 0.046472 mean_absolute_error 0.043704 mean_absolute_error 0.054238 mean_absolute_error 0.044543 mean_absolute_error 0.045384 mean_absolute_error 0.04175 mean_absolute_error 0.042324 mean_absolute_error 0.044025 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 0.968033 [0.972973,1,0.933333,1,0.956522,1,0] precision 0.962656 [0.972973,1,0.833333,1,1,1,0] precision 0.979657 [0.945946,1,1,1,1,1,0] precision 0.969576 [0.945946,1,0.9375,1,1,1,0] precision 0.947858 [0.944444,1,0.928571,1,0.916667,1,0] precision 0.958223 [0.972222,1,1,1,0.913043,1,0] precision 0.917421 [0.921053,1,1,0,0.954545,0.916667,0] precision 0.969432 [0.972222,1,1,1,0.92,1,0] precision 0.95788 [1,1,0.875,1,0.956522,0.909091,0] precision 0.989583 [1,1,1,1,0.958333,1,0] predictive_accuracy 0.967742 predictive_accuracy 0.956989 predictive_accuracy 0.978495 predictive_accuracy 0.967742 predictive_accuracy 0.946237 predictive_accuracy 0.967742 predictive_accuracy 0.946237 predictive_accuracy 0.967391 predictive_accuracy 0.956522 predictive_accuracy 0.98913 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 0.967742 [1,1,0.933333,0.5,0.956522,1,0] recall 0.956989 [1,0.666667,1,1,0.956522,0.909091,0] recall 0.978495 [1,0.833333,1,1,0.956522,1,0] recall 0.967742 [1,0.833333,1,1,0.956522,0.916667,0] recall 0.946237 [0.971429,1,0.866667,0.666667,1,0.909091,0] recall 0.967742 [1,1,0.933333,1,0.954545,1,0] recall 0.946237 [1,1,0.933333,0,0.954545,1,0] recall 0.967391 [1,0.833333,1,0.5,1,0.909091,0] recall 0.956522 [0.971429,1,0.933333,1,0.956522,0.909091,0] recall 0.98913 [1,1,0.933333,1,1,1,0] relative_absolute_error 0.197636 relative_absolute_error 0.186276 relative_absolute_error 0.216789 relative_absolute_error 0.203752 relative_absolute_error 0.25188 relative_absolute_error 0.206794 relative_absolute_error 0.210699 relative_absolute_error 0.195004 relative_absolute_error 0.197685 relative_absolute_error 0.205632 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 0.102401 root_mean_squared_error 0.100407 root_mean_squared_error 0.104436 root_mean_squared_error 0.103432 root_mean_squared_error 0.12213 root_mean_squared_error 0.109146 root_mean_squared_error 0.113971 root_mean_squared_error 0.097287 root_mean_squared_error 0.098548 root_mean_squared_error 0.097048 root_relative_squared_error 0.313996 root_relative_squared_error 0.30788 root_relative_squared_error 0.319245 root_relative_squared_error 0.315981 root_relative_squared_error 0.371657 root_relative_squared_error 0.332048 root_relative_squared_error 0.346728 root_relative_squared_error 0.297766 root_relative_squared_error 0.301625 root_relative_squared_error 0.297036 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 204430 usercpu_time_millis 196330 usercpu_time_millis 209870 usercpu_time_millis 207540 usercpu_time_millis 206290 usercpu_time_millis 205540 usercpu_time_millis 211220 usercpu_time_millis 212210 usercpu_time_millis 210130 usercpu_time_millis 209390 usercpu_time_millis_testing 710 usercpu_time_millis_testing 690 usercpu_time_millis_testing 720 usercpu_time_millis_testing 680 usercpu_time_millis_testing 670 usercpu_time_millis_testing 690 usercpu_time_millis_testing 660 usercpu_time_millis_testing 660 usercpu_time_millis_testing 670 usercpu_time_millis_testing 640 usercpu_time_millis_training 203720 usercpu_time_millis_training 195640 usercpu_time_millis_training 209150 usercpu_time_millis_training 206860 usercpu_time_millis_training 205620 usercpu_time_millis_training 204850 usercpu_time_millis_training 210560 usercpu_time_millis_training 211550 usercpu_time_millis_training 209460 usercpu_time_millis_training 208750