131288 2 Joaquin Vanschoren 3549 Supervised Classification 419 weka.AdaBoostM1_RandomForest(2) 666 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 160 -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1 I 160 419 P 100 419 S 1 419 W weka.classifiers.trees.RandomForest 419 I 100 391 K 0 391 S 1 391 num-slots 1 391 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 416223 description https://api.openml.org/data/download/416223/weka_generated_run5434959552759267517.xml -1 416226 model_readable https://api.openml.org/data/download/416226/WekaModel_weka.classifiers.meta.AdaBoostM12515760396926480535.model -1 416225 model_serialized https://api.openml.org/data/download/416225/WekaSerialized_weka.classifiers.meta.AdaBoostM13839544303307633784.model -1 416224 predictions https://api.openml.org/data/download/416224/weka_generated_predictions5361198493553268850.arff area_under_roc_curve 0.999924 [0.999949,0.999861,1,0.999961] average_cost 0 build_cpu_time 0.323001 build_memory 402036457.103448 f_measure 0.994052 [0.995276,0.993243,0.990826,0.99422] kappa 0.991347 kb_relative_information_score 733.098606 mean_absolute_error 0.067485 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 0.994062 [0.993711,0.993243,1,0.99422] predictive_accuracy 0.994055 prior_entropy 1.78975 recall 0.994055 [0.996845,0.993243,0.981818,0.99422] relative_absolute_error 0.196249 root_mean_prior_squared_error 0.414564 root_mean_squared_error 0.115936 root_relative_squared_error 0.279658 scimark_benchmark 941.610586 [562.1142596826567, 1013.1204302006943, 483.2321174670136, 908.6447170417716, 1740.9414049179838] total_cost 0 area_under_roc_curve 0.999358 [1,0.998182,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.999568 [0.999099,1,1,0.999561] 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 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.999784 [1,0.999373,1,1] 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 0.324 build_cpu_time 0.32 build_cpu_time 0.322 build_cpu_time 0.345 build_cpu_time 0.315 build_cpu_time 0.315 build_cpu_time 0.335 build_cpu_time 0.315 build_cpu_time 0.319 build_cpu_time 0.32 build_memory 321663496 build_memory 430124352 build_memory 526883000 build_memory 303112528 build_memory 397775048 build_memory 485183504 build_memory 254612616 build_memory 343285408 build_memory 431881496 build_memory 526799944 f_measure 0.976323 [0.984615,0.965517,1,0.971429] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 0.988006 [0.984615,1,1,0.969697] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 0.987655 [1,0.983051,0.909091,1] f_measure 1 [1,1,1,1] f_measure 0.988099 [0.983607,0.983051,1,1] kappa 0.965911 kappa 1 kappa 1 kappa 0.982511 kappa 1 kappa 1 kappa 1 kappa 0.982755 kappa 1 kappa 0.982843 kb_relative_information_score 72.472929 kb_relative_information_score 72.738259 kb_relative_information_score 72.30803 kb_relative_information_score 72.021445 kb_relative_information_score 72.536425 kb_relative_information_score 72.63782 kb_relative_information_score 74.047916 kb_relative_information_score 73.908765 kb_relative_information_score 74.4563 kb_relative_information_score 75.970715 mean_absolute_error 0.077118 mean_absolute_error 0.06625 mean_absolute_error 0.068452 mean_absolute_error 0.069107 mean_absolute_error 0.067381 mean_absolute_error 0.067381 mean_absolute_error 0.065357 mean_absolute_error 0.069524 mean_absolute_error 0.066964 mean_absolute_error 0.057202 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 1 [1,1,1,1] precision 1 [1,1,1,1] precision 0.988456 [0.969697,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 0.988492 [1,0.966667,1,1] precision 1 [1,1,1,1] precision 0.988492 [1,0.966667,1,1] predictive_accuracy 0.976471 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.988095 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.988095 predictive_accuracy 1 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 1 [1,1,1,1] recall 1 [1,1,1,1] recall 0.988095 [1,1,1,0.941176] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 0.988095 [1,1,0.833333,1] recall 1 [1,1,1,1] recall 0.988095 [0.967742,1,1,1] relative_absolute_error 0.224046 relative_absolute_error 0.193293 relative_absolute_error 0.199718 relative_absolute_error 0.201629 relative_absolute_error 0.196592 relative_absolute_error 0.196592 relative_absolute_error 0.189748 relative_absolute_error 0.201252 relative_absolute_error 0.193843 relative_absolute_error 0.165585 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 0.133604 root_mean_squared_error 0.109694 root_mean_squared_error 0.114132 root_mean_squared_error 0.121931 root_mean_squared_error 0.112726 root_mean_squared_error 0.112655 root_mean_squared_error 0.115817 root_mean_squared_error 0.121868 root_mean_squared_error 0.110286 root_mean_squared_error 0.103714 root_relative_squared_error 0.321966 root_relative_squared_error 0.265474 root_relative_squared_error 0.276216 root_relative_squared_error 0.295091 root_relative_squared_error 0.272813 root_relative_squared_error 0.27264 root_relative_squared_error 0.278911 root_relative_squared_error 0.292622 root_relative_squared_error 0.264814 root_relative_squared_error 0.249032 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