82443 2 Joaquin Vanschoren 3549 Supervised Classification 378 weka.Bagging_REPTree(3) 820 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 80 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 I 80 378 P 100 378 S 1 378 W weka.classifiers.trees.REPTree 378 num-slots 1 378 I 0.0 379 L -1 379 M 2 379 N 3 379 S 1 379 V 0.001 379 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 243721 description https://api.openml.org/data/download/243721/weka_generated_run1580258166134068558.xml -1 243724 model_readable https://api.openml.org/data/download/243724/WekaModel_weka.classifiers.meta.Bagging1348879948750421396.model -1 243723 model_serialized https://api.openml.org/data/download/243723/WekaSerialized_weka.classifiers.meta.Bagging52645821965823885.model -1 243722 predictions https://api.openml.org/data/download/243722/weka_generated_predictions5859392069199724242.arff area_under_roc_curve 0.995073 [0.996562,0.995484,0.980719,0.996201] average_cost 0 build_cpu_time 1.815054 build_memory 698323003.29132 f_measure 0.953585 [0.955975,0.961214,0.934579,0.942197] kappa 0.932437 kb_relative_information_score 748.200129 mean_absolute_error 0.051253 mean_prior_absolute_error 0.343874 number_of_instances 841 [317,296,55,173] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.953649 [0.952978,0.959596,0.961538,0.942197] predictive_accuracy 0.953627 prior_entropy 1.78975 recall 0.953627 [0.958991,0.962838,0.909091,0.942197] relative_absolute_error 0.149045 root_mean_prior_squared_error 0.414564 root_mean_squared_error 0.133605 root_relative_squared_error 0.322278 scimark_benchmark 938.257578 [557.9784646327125, 988.4355182753967, 475.31730592400976, 911.8052173913044, 1757.751385454742] total_cost 0 area_under_roc_curve 0.994082 [0.997642,0.992121,1,0.988754] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.999187 [0.998798,1,1,0.998244] area_under_roc_curve 0.992269 [0.986779,0.994444,1,0.996488] area_under_roc_curve 0.997944 [1,0.998765,0.98481,0.996488] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.997162 [0.996995,0.995611,1,0.999122] area_under_roc_curve 0.980603 [0.993914,0.978997,0.866453,0.998316] area_under_roc_curve 0.997309 [0.99574,0.999373,1,0.995791] area_under_roc_curve 0.995855 [0.997565,0.996865,1,0.989899] 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 build_cpu_time 2.028 build_cpu_time 2.082 build_cpu_time 1.762 build_cpu_time 1.721 build_cpu_time 1.763 build_cpu_time 1.776 build_cpu_time 1.772 build_cpu_time 1.711 build_cpu_time 1.778 build_cpu_time 1.755 build_memory 516125736 build_memory 1064763152 build_memory 516552744 build_memory 1001692984 build_memory 447343528 build_memory 958346360 build_memory 393559840 build_memory 905402672 build_memory 332958072 build_memory 848653960 f_measure 0.941859 [0.967742,0.95082,0.909091,0.888889] f_measure 0.988006 [0.984615,1,1,0.969697] f_measure 0.963722 [0.96875,0.983607,0.888889,0.941176] f_measure 0.916905 [0.90625,0.949153,0.909091,0.882353] f_measure 0.963805 [0.969697,0.966667,0.888889,0.969697] f_measure 0.976141 [0.969697,0.965517,1,1] f_measure 0.964374 [0.967742,0.949153,1,0.971429] f_measure 0.926817 [0.933333,0.933333,0.8,0.947368] f_measure 0.916914 [0.909091,0.945455,0.923077,0.882353] f_measure 0.97632 [0.983607,0.966667,1,0.971429] kappa 0.914693 kappa 0.982511 kappa 0.947423 kappa 0.878588 kappa 0.947236 kappa 0.965102 kappa 0.948403 kappa 0.896594 kappa 0.879681 kappa 0.965609 kb_relative_information_score 73.882354 kb_relative_information_score 76.235374 kb_relative_information_score 75.552569 kb_relative_information_score 71.953653 kb_relative_information_score 74.710248 kb_relative_information_score 75.524954 kb_relative_information_score 75.901064 kb_relative_information_score 73.259761 kb_relative_information_score 74.975333 kb_relative_information_score 76.204818 mean_absolute_error 0.062814 mean_absolute_error 0.042154 mean_absolute_error 0.043567 mean_absolute_error 0.061508 mean_absolute_error 0.042023 mean_absolute_error 0.046192 mean_absolute_error 0.050098 mean_absolute_error 0.059366 mean_absolute_error 0.054494 mean_absolute_error 0.050175 mean_prior_absolute_error 0.344205 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.344442 mean_prior_absolute_error 0.345456 mean_prior_absolute_error 0.345456 mean_prior_absolute_error 0.345456 number_of_instances 85 [32,30,6,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,29,6,17] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] precision 0.945651 [1,0.935484,1,0.842105] precision 0.988456 [0.969697,1,1,1] precision 0.96467 [0.96875,0.967742,1,0.941176] precision 0.91824 [0.90625,0.965517,0.833333,0.882353] precision 0.965686 [0.941176,0.966667,1,1] precision 0.977591 [0.941176,1,1,1] precision 0.965741 [1,0.933333,1,0.944444] precision 0.932436 [0.965517,0.903226,1,0.9] precision 0.923682 [0.857143,1,0.857143,0.9375] precision 0.977727 [1,0.935484,1,1] predictive_accuracy 0.941176 predictive_accuracy 0.988095 predictive_accuracy 0.964286 predictive_accuracy 0.916667 predictive_accuracy 0.964286 predictive_accuracy 0.97619 predictive_accuracy 0.964286 predictive_accuracy 0.928571 predictive_accuracy 0.916667 predictive_accuracy 0.97619 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 recall 0.941176 [0.9375,0.966667,0.833333,0.941176] recall 0.988095 [1,1,1,0.941176] recall 0.964286 [0.96875,1,0.8,0.941176] recall 0.916667 [0.90625,0.933333,1,0.882353] recall 0.964286 [1,0.966667,0.8,0.941176] recall 0.97619 [1,0.933333,1,1] recall 0.964286 [0.9375,0.965517,1,1] recall 0.928571 [0.903226,0.965517,0.666667,1] recall 0.916667 [0.967742,0.896552,1,0.833333] recall 0.97619 [0.967742,1,1,0.944444] relative_absolute_error 0.182491 relative_absolute_error 0.122991 relative_absolute_error 0.127113 relative_absolute_error 0.179457 relative_absolute_error 0.122607 relative_absolute_error 0.13477 relative_absolute_error 0.145447 relative_absolute_error 0.171849 relative_absolute_error 0.157744 relative_absolute_error 0.145242 root_mean_prior_squared_error 0.414963 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.415248 root_mean_prior_squared_error 0.416468 root_mean_prior_squared_error 0.416468 root_mean_prior_squared_error 0.416468 root_mean_squared_error 0.15636 root_mean_squared_error 0.098826 root_mean_squared_error 0.111659 root_mean_squared_error 0.16079 root_mean_squared_error 0.119973 root_mean_squared_error 0.108324 root_mean_squared_error 0.130306 root_mean_squared_error 0.161925 root_mean_squared_error 0.142913 root_mean_squared_error 0.127029 root_relative_squared_error 0.376806 root_relative_squared_error 0.239172 root_relative_squared_error 0.270229 root_relative_squared_error 0.389134 root_relative_squared_error 0.290351 root_relative_squared_error 0.262158 root_relative_squared_error 0.313803 root_relative_squared_error 0.388806 root_relative_squared_error 0.343155 root_relative_squared_error 0.305015 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