55747 2 Joaquin Vanschoren 3549 Supervised Classification 527 weka.Bagging_LMT(2) 784 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 80 -W weka.classifiers.trees.LMT -- -I -1 -M 15 -W 0.0 I 80 527 P 100 527 S 1 527 W weka.classifiers.trees.LMT 527 num-slots 1 527 I -1 412 M 15 412 W 0.0 412 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 150419 description https://api.openml.org/data/download/150419/weka_generated_run6488808074159071300.xml -1 150422 model_readable https://api.openml.org/data/download/150422/WekaModel_weka.classifiers.meta.Bagging7583137384511093483.model -1 150421 model_serialized https://api.openml.org/data/download/150421/WekaSerialized_weka.classifiers.meta.Bagging2626254086607371034.model -1 150420 predictions https://api.openml.org/data/download/150420/weka_generated_predictions4071153443337128570.arff area_under_roc_curve 0.999965 [0.999976,0.999932,1,0.999991] average_cost 0 build_cpu_time 156.65671 build_memory 37790250.644471 f_measure 0.99524 [0.996845,0.993243,0.990826,0.997118] kappa 0.99308 kb_relative_information_score 826.790701 mean_absolute_error 0.008097 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 0.995251 [0.996845,0.993243,1,0.994253] predictive_accuracy 0.995244 prior_entropy 1.78975 recall 0.995244 [0.996845,0.993243,0.981818,1] relative_absolute_error 0.023547 root_mean_prior_squared_error 0.414564 root_mean_squared_error 0.04429 root_relative_squared_error 0.106836 scimark_benchmark 942.493455 [559.0515076853742, 1013.6533323510344, 482.5806157404377, 903.9447978596918, 1753.2370197795062] 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 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 1 [1,1,1,1] 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 150.701 build_cpu_time 165.335 build_cpu_time 152.193 build_cpu_time 154.042 build_cpu_time 160.99 build_cpu_time 155.091 build_cpu_time 152.604 build_cpu_time 155.745 build_cpu_time 160.779 build_cpu_time 159.158 build_memory 41554328 build_memory 43977424 build_memory 34635816 build_memory 59476872 build_memory 31509528 build_memory 39955856 build_memory 29030824 build_memory 22093608 build_memory 51014000 build_memory 24609440 f_measure 0.976323 [0.984615,0.965517,1,0.971429] f_measure 1 [1,1,1,1] f_measure 0.988098 [0.984127,0.983607,1,1] f_measure 1 [1,1,1,1] 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 1 [1,1,1,1] kappa 0.965911 kappa 1 kappa 0.982573 kappa 1 kappa 1 kappa 1 kappa 1 kappa 0.982755 kappa 1 kappa 1 kb_relative_information_score 82.064929 kb_relative_information_score 82.476589 kb_relative_information_score 80.906418 kb_relative_information_score 82.276951 kb_relative_information_score 82.454498 kb_relative_information_score 82.330495 kb_relative_information_score 83.042867 kb_relative_information_score 82.536989 kb_relative_information_score 84.276531 kb_relative_information_score 84.424433 mean_absolute_error 0.018013 mean_absolute_error 0.004378 mean_absolute_error 0.01231 mean_absolute_error 0.00572 mean_absolute_error 0.004438 mean_absolute_error 0.004956 mean_absolute_error 0.008742 mean_absolute_error 0.01419 mean_absolute_error 0.004613 mean_absolute_error 0.003496 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 0.988479 [1,0.967742,1,1] precision 1 [1,1,1,1] 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 1 [1,1,1,1] predictive_accuracy 0.976471 predictive_accuracy 1 predictive_accuracy 0.988095 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.988095 predictive_accuracy 1 predictive_accuracy 1 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 0.988095 [0.96875,1,1,1] recall 1 [1,1,1,1] 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 1 [1,1,1,1] relative_absolute_error 0.052331 relative_absolute_error 0.012773 relative_absolute_error 0.035915 relative_absolute_error 0.016688 relative_absolute_error 0.012948 relative_absolute_error 0.014458 relative_absolute_error 0.025379 relative_absolute_error 0.041076 relative_absolute_error 0.013352 relative_absolute_error 0.010119 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 0.081503 root_mean_squared_error 0.015285 root_mean_squared_error 0.064165 root_mean_squared_error 0.021267 root_mean_squared_error 0.020321 root_mean_squared_error 0.02726 root_mean_squared_error 0.0464 root_mean_squared_error 0.065812 root_mean_squared_error 0.014297 root_mean_squared_error 0.016432 root_relative_squared_error 0.196412 root_relative_squared_error 0.036992 root_relative_squared_error 0.155289 root_relative_squared_error 0.051469 root_relative_squared_error 0.049181 root_relative_squared_error 0.065972 root_relative_squared_error 0.11174 root_relative_squared_error 0.158024 root_relative_squared_error 0.034329 root_relative_squared_error 0.039455 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