126933 2 Joaquin Vanschoren 1767 Supervised Classification predictive_accuracy 417 weka.AdaBoostM1_NaiveBayes(2) 659 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.bayes.NaiveBayes I 20 417 P 100 417 S 1 417 W weka.classifiers.bayes.NaiveBayes 417 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 398923 description https://api.openml.org/data/download/398923/weka_generated_run2860285271127491481.xml -1 398926 model_readable https://api.openml.org/data/download/398926/WekaModel_weka.classifiers.meta.AdaBoostM18397856446970622015.model -1 398925 model_serialized https://api.openml.org/data/download/398925/WekaSerialized_weka.classifiers.meta.AdaBoostM17130923777385801712.model -1 398924 predictions https://api.openml.org/data/download/398924/weka_generated_predictions8131369569037264731.arff area_under_roc_curve 0.990325 [0.990325,0.990325] average_cost 0 build_cpu_time 0.2512 build_memory 640381316.8 f_measure 0.948554 [0.950884,0.946006] kappa 0.896891 kb_relative_information_score 14045.504904 mean_absolute_error 0.06288 mean_prior_absolute_error 0.499014 number_of_instances 15980 [8345,7635] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.948562 [0.948278,0.948873] predictive_accuracy 0.948561 prior_entropy 0.998577 recall 0.948561 [0.953505,0.943157] relative_absolute_error 0.126008 root_mean_prior_squared_error 0.499506 root_mean_squared_error 0.195582 root_relative_squared_error 0.391551 scimark_benchmark 943.207406 [561.2099798973987, 1012.0562417272014, 482.14720472367435, 907.3865832622575, 1753.2370197795062] total_cost 0 area_under_roc_curve 0.988557 [0.988557,0.988557] area_under_roc_curve 0.991377 [0.991377,0.991377] area_under_roc_curve 0.988042 [0.988042,0.988042] area_under_roc_curve 0.991418 [0.991418,0.991418] area_under_roc_curve 0.991297 [0.991297,0.991297] area_under_roc_curve 0.989786 [0.989786,0.989786] area_under_roc_curve 0.99203 [0.99203,0.99203] area_under_roc_curve 0.991971 [0.991971,0.991971] area_under_roc_curve 0.989684 [0.989684,0.989684] area_under_roc_curve 0.989947 [0.989947,0.989947] 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 0.169 build_cpu_time 0.291 build_cpu_time 0.247 build_cpu_time 0.248 build_cpu_time 0.248 build_cpu_time 0.391 build_cpu_time 0.194 build_cpu_time 0.248 build_cpu_time 0.233 build_cpu_time 0.243 build_memory 499540432 build_memory 612005416 build_memory 679193496 build_memory 757578024 build_memory 835963656 build_memory 566886712 build_memory 634400080 build_memory 712785352 build_memory 791169696 build_memory 314290304 f_measure 0.944253 [0.947431,0.940785] f_measure 0.953705 [0.955368,0.951886] f_measure 0.942453 [0.944039,0.940722] f_measure 0.951186 [0.953293,0.948886] f_measure 0.938673 [0.941317,0.93578] f_measure 0.944318 [0.946418,0.94202] f_measure 0.949902 [0.952607,0.94695] f_measure 0.958672 [0.9609,0.956233] f_measure 0.943669 [0.946301,0.940789] f_measure 0.958669 [0.9609,0.956233] kappa 0.888243 kappa 0.907259 kappa 0.884787 kappa 0.90218 kappa 0.877097 kappa 0.888441 kappa 0.899572 kappa 0.917144 kappa 0.887092 kappa 0.917147 kb_relative_information_score 1393.965345 kb_relative_information_score 1416.862168 kb_relative_information_score 1389.796289 kb_relative_information_score 1420.446267 kb_relative_information_score 1385.777138 kb_relative_information_score 1385.905219 kb_relative_information_score 1407.15376 kb_relative_information_score 1426.090175 kb_relative_information_score 1393.658866 kb_relative_information_score 1425.849677 mean_absolute_error 0.06598 mean_absolute_error 0.059105 mean_absolute_error 0.067198 mean_absolute_error 0.05766 mean_absolute_error 0.068197 mean_absolute_error 0.069094 mean_absolute_error 0.062297 mean_absolute_error 0.056527 mean_absolute_error 0.066017 mean_absolute_error 0.056719 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] precision 0.944666 [0.933644,0.956698] precision 0.953826 [0.962333,0.944516] precision 0.942903 [0.958025,0.926396] precision 0.951186 [0.952153,0.950131] precision 0.938673 [0.941317,0.93578] precision 0.94439 [0.951574,0.936528] precision 0.950166 [0.941452,0.959677] precision 0.95889 [0.950762,0.967785] precision 0.943686 [0.942925,0.944518] precision 0.958942 [0.949649,0.969086] predictive_accuracy 0.944305 predictive_accuracy 0.953692 predictive_accuracy 0.942428 predictive_accuracy 0.951189 predictive_accuracy 0.938673 predictive_accuracy 0.944305 predictive_accuracy 0.949937 predictive_accuracy 0.958698 predictive_accuracy 0.94368 predictive_accuracy 0.958698 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 recall 0.944305 [0.961631,0.925393] recall 0.953692 [0.948503,0.959371] recall 0.942428 [0.930456,0.955497] recall 0.951189 [0.954436,0.947644] recall 0.938673 [0.941317,0.93578] recall 0.944305 [0.941317,0.947575] recall 0.949937 [0.964029,0.934555] recall 0.958698 [0.971257,0.944954] recall 0.94368 [0.949701,0.93709] recall 0.958698 [0.972422,0.943717] relative_absolute_error 0.132217 relative_absolute_error 0.118448 relative_absolute_error 0.134658 relative_absolute_error 0.115544 relative_absolute_error 0.136668 relative_absolute_error 0.138465 relative_absolute_error 0.124837 relative_absolute_error 0.113281 relative_absolute_error 0.132299 relative_absolute_error 0.11366 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_squared_error 0.202609 root_mean_squared_error 0.186694 root_mean_squared_error 0.21041 root_mean_squared_error 0.188672 root_mean_squared_error 0.193708 root_mean_squared_error 0.20602 root_mean_squared_error 0.185558 root_mean_squared_error 0.18703 root_mean_squared_error 0.203241 root_mean_squared_error 0.189905 root_relative_squared_error 0.405608 root_relative_squared_error 0.373767 root_relative_squared_error 0.421223 root_relative_squared_error 0.377706 root_relative_squared_error 0.38781 root_relative_squared_error 0.41246 root_relative_squared_error 0.371472 root_relative_squared_error 0.374441 root_relative_squared_error 0.406894 root_relative_squared_error 0.380175 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