138489 2 Joaquin Vanschoren 3549 Supervised Classification 422 weka.AdaBoostM1_REPTree(2) 678 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 I 40 422 P 100 422 S 1 422 W weka.classifiers.trees.REPTree 422 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 444851 description https://api.openml.org/data/download/444851/weka_generated_run2702289946289668249.xml -1 444854 model_readable https://api.openml.org/data/download/444854/WekaModel_weka.classifiers.meta.AdaBoostM17491418382549043479.model -1 444853 model_serialized https://api.openml.org/data/download/444853/WekaSerialized_weka.classifiers.meta.AdaBoostM1864740486790823971.model -1 444852 predictions https://api.openml.org/data/download/444852/weka_generated_predictions3974262922495360625.arff area_under_roc_curve 0.998875 [0.999594,0.999631,0.990504,0.998927] average_cost 0 build_cpu_time 1.040973 build_memory 1296366457.331748 f_measure 0.985731 [0.987342,0.986532,0.981481,0.982759] kappa 0.979236 kb_relative_information_score 822.995439 mean_absolute_error 0.007273 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 0.985803 [0.990476,0.983221,1,0.977143] predictive_accuracy 0.985731 prior_entropy 1.78975 recall 0.985731 [0.984227,0.989865,0.963636,0.988439] relative_absolute_error 0.02115 root_mean_prior_squared_error 0.414564 root_mean_squared_error 0.079749 root_relative_squared_error 0.192368 scimark_benchmark 916.30215 [508.08056959569126, 955.3568758013596, 481.71457151086304, 899.2933222316699, 1737.0654118042935] total_cost 0 area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.999364 [0.998798,1,1,0.999122] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.991708 [1,0.999373,0.913462,0.991162] area_under_roc_curve 0.998128 [0.997565,0.998746,1,0.997475] area_under_roc_curve 1 [1,1,1,1] 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 1.27 build_cpu_time 1.307 build_cpu_time 0.799 build_cpu_time 1.271 build_cpu_time 1.264 build_cpu_time 1.152 build_cpu_time 1.219 build_cpu_time 0.556 build_cpu_time 0.301 build_cpu_time 1.268 build_memory 1420360984 build_memory 1736066352 build_memory 1007101584 build_memory 1323619880 build_memory 1621434320 build_memory 951164344 build_memory 1248858616 build_memory 1379046256 build_memory 1453439984 build_memory 821096128 f_measure 0.976323 [0.984615,0.965517,1,0.971429] f_measure 0.988171 [0.984127,1,1,0.971429] f_measure 1 [1,1,1,1] f_measure 0.988171 [0.984127,1,1,0.971429] f_measure 0.988012 [1,0.983607,1,0.969697] f_measure 1 [1,1,1,1] f_measure 0.988102 [0.984127,0.983051,1,1] f_measure 0.974071 [1,0.983051,0.8,0.972973] f_measure 0.964399 [0.952381,0.965517,1,0.971429] f_measure 0.988099 [0.983607,0.983051,1,1] kappa 0.965911 kappa 0.982619 kappa 1 kappa 0.982619 kappa 0.982518 kappa 1 kappa 0.982748 kappa 0.965425 kappa 0.948371 kappa 0.982843 kb_relative_information_score 82.674347 kb_relative_information_score 82.424076 kb_relative_information_score 82.929291 kb_relative_information_score 81.81556 kb_relative_information_score 81.684115 kb_relative_information_score 83.088247 kb_relative_information_score 83.266095 kb_relative_information_score 80.311756 kb_relative_information_score 81.039298 kb_relative_information_score 83.762656 mean_absolute_error 0.013153 mean_absolute_error 0.003341 mean_absolute_error 0.001071 mean_absolute_error 0.006697 mean_absolute_error 0.005556 mean_absolute_error 0 mean_absolute_error 0.005942 mean_absolute_error 0.01274 mean_absolute_error 0.018293 mean_absolute_error 0.005866 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 0.977481 [0.969697,1,1,0.944444] precision 0.988757 [1,1,1,0.944444] precision 1 [1,1,1,1] precision 0.988757 [1,1,1,0.944444] precision 0.988479 [1,0.967742,1,1] precision 1 [1,1,1,1] precision 0.988492 [1,0.966667,1,1] precision 0.977214 [1,0.966667,1,0.947368] precision 0.96503 [0.9375,0.965517,1,1] precision 0.988492 [1,0.966667,1,1] predictive_accuracy 0.976471 predictive_accuracy 0.988095 predictive_accuracy 1 predictive_accuracy 0.988095 predictive_accuracy 0.988095 predictive_accuracy 1 predictive_accuracy 0.988095 predictive_accuracy 0.97619 predictive_accuracy 0.964286 predictive_accuracy 0.988095 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 0.976471 [1,0.933333,1,1] recall 0.988095 [0.96875,1,1,1] recall 1 [1,1,1,1] recall 0.988095 [0.96875,1,1,1] recall 0.988095 [1,1,1,0.941176] recall 1 [1,1,1,1] recall 0.988095 [0.96875,1,1,1] recall 0.97619 [1,1,0.666667,1] recall 0.964286 [0.967742,0.965517,1,0.944444] recall 0.988095 [0.967742,1,1,1] relative_absolute_error 0.038212 relative_absolute_error 0.009748 relative_absolute_error 0.003126 relative_absolute_error 0.01954 relative_absolute_error 0.01621 relative_absolute_error 0 relative_absolute_error 0.017252 relative_absolute_error 0.036879 relative_absolute_error 0.052952 relative_absolute_error 0.016979 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 0.109479 root_mean_squared_error 0.043305 root_mean_squared_error 0.013447 root_mean_squared_error 0.077465 root_mean_squared_error 0.07186 root_mean_squared_error 0 root_mean_squared_error 0.07695 root_mean_squared_error 0.109611 root_mean_squared_error 0.120868 root_mean_squared_error 0.076026 root_relative_squared_error 0.263829 root_relative_squared_error 0.104805 root_relative_squared_error 0.032544 root_relative_squared_error 0.187476 root_relative_squared_error 0.173911 root_relative_squared_error 0 root_relative_squared_error 0.185311 root_relative_squared_error 0.263192 root_relative_squared_error 0.290222 root_relative_squared_error 0.18255 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