136684 2 Joaquin Vanschoren 3549 Supervised Classification 420 weka.AdaBoostM1_RandomTree(2) 675 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 160 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 I 160 420 P 100 420 S 1 420 W weka.classifiers.trees.RandomTree 420 K 0 421 M 1.0 421 S 1 421 V 0.001 421 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 437676 description https://api.openml.org/data/download/437676/weka_generated_run7186543705151234808.xml -1 437679 model_readable https://api.openml.org/data/download/437679/WekaModel_weka.classifiers.meta.AdaBoostM13473267998582509386.model -1 437678 model_serialized https://api.openml.org/data/download/437678/WekaSerialized_weka.classifiers.meta.AdaBoostM1765832946022797352.model -1 437677 predictions https://api.openml.org/data/download/437677/weka_generated_predictions2838981047896037437.arff area_under_roc_curve 0.931225 [0.939536,0.93083,0.90273,0.925729] average_cost 0 build_cpu_time 0.013699 build_memory 921824668.118906 f_measure 0.903695 [0.923318,0.912821,0.818182,0.87931] kappa 0.859938 kb_relative_information_score 728.013927 mean_absolute_error 0.048157 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 0.90385 [0.916149,0.923875,0.818182,0.874286] predictive_accuracy 0.903686 prior_entropy 1.78975 recall 0.903686 [0.930599,0.902027,0.818182,0.884393] relative_absolute_error 0.140042 root_mean_prior_squared_error 0.414564 root_mean_squared_error 0.219447 root_relative_squared_error 0.529344 scimark_benchmark 939.860894 [553.9030000092794, 1004.4070585908115, 481.49857166643204, 904.5686674515777, 1754.9271701211055] total_cost 0 area_under_roc_curve 0.892578 [0.92158,0.898485,0.737342,0.882353] area_under_roc_curve 0.930718 [0.955529,0.922222,0.987342,0.882353] area_under_roc_curve 0.915436 [0.914663,0.931481,0.887342,0.896839] area_under_roc_curve 0.956585 [0.949519,0.940741,1,0.985075] area_under_roc_curve 0.944945 [0.959135,0.974074,0.893671,0.881914] area_under_roc_curve 0.946662 [0.949519,0.922222,0.993671,0.970588] area_under_roc_curve 0.916135 [0.924279,0.88652,0.987179,0.926251] area_under_roc_curve 0.937193 [0.916616,0.946395,0.916667,0.964646] area_under_roc_curve 0.921355 [0.962264,0.912853,0.75,0.921717] area_under_roc_curve 0.951172 [0.942179,0.973668,0.916667,0.941919] 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 0.013 build_cpu_time 0.015 build_cpu_time 0.014 build_cpu_time 0.013 build_cpu_time 0.013 build_cpu_time 0.014 build_cpu_time 0.014 build_cpu_time 0.014 build_cpu_time 0.014 build_cpu_time 0.013 build_memory 877287296 build_memory 895782656 build_memory 914278536 build_memory 914278536 build_memory 914278536 build_memory 932782080 build_memory 932782080 build_memory 933433360 build_memory 951936904 build_memory 951936904 f_measure 0.845238 [0.895522,0.877193,0.545455,0.8] f_measure 0.904293 [0.939394,0.9,0.833333,0.866667] f_measure 0.88181 [0.892308,0.915254,0.727273,0.848485] f_measure 0.940317 [0.9375,0.931034,1,0.944444] f_measure 0.917574 [0.952381,0.966667,0.8,0.8] f_measure 0.928932 [0.9375,0.9,0.909091,0.969697] f_measure 0.880952 [0.90625,0.857143,0.857143,0.882353] f_measure 0.916399 [0.9,0.918033,0.909091,0.944444] f_measure 0.887877 [0.939394,0.892857,0.666667,0.864865] f_measure 0.929526 [0.933333,0.965517,0.909091,0.871795] kappa 0.777173 kappa 0.860349 kappa 0.826015 kappa 0.913295 kappa 0.878336 kappa 0.895652 kappa 0.82899 kappa 0.879385 kappa 0.843413 kappa 0.897311 kb_relative_information_score 65.871509 kb_relative_information_score 72.505274 kb_relative_information_score 69.385273 kb_relative_information_score 77.175724 kb_relative_information_score 72.937501 kb_relative_information_score 75.716021 kb_relative_information_score 72.048951 kb_relative_information_score 75.351114 kb_relative_information_score 70.503085 kb_relative_information_score 76.519474 mean_absolute_error 0.076471 mean_absolute_error 0.047619 mean_absolute_error 0.059524 mean_absolute_error 0.029762 mean_absolute_error 0.041667 mean_absolute_error 0.035714 mean_absolute_error 0.059524 mean_absolute_error 0.041667 mean_absolute_error 0.053571 mean_absolute_error 0.035714 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 0.847395 [0.857143,0.925926,0.6,0.777778] precision 0.913665 [0.911765,0.9,0.714286,1] precision 0.884055 [0.878788,0.931034,0.666667,0.875] precision 0.942132 [0.9375,0.964286,1,0.894737] precision 0.918928 [0.967742,0.966667,0.8,0.777778] precision 0.930556 [0.9375,0.9,0.833333,1] precision 0.884259 [0.90625,0.888889,0.75,0.882353] precision 0.919489 [0.931034,0.875,1,0.944444] precision 0.898415 [0.885714,0.925926,1,0.842105] precision 0.934553 [0.965517,0.965517,1,0.809524] predictive_accuracy 0.847059 predictive_accuracy 0.904762 predictive_accuracy 0.880952 predictive_accuracy 0.940476 predictive_accuracy 0.916667 predictive_accuracy 0.928571 predictive_accuracy 0.880952 predictive_accuracy 0.916667 predictive_accuracy 0.892857 predictive_accuracy 0.928571 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 0.847059 [0.9375,0.833333,0.5,0.823529] recall 0.904762 [0.96875,0.9,1,0.764706] recall 0.880952 [0.90625,0.9,0.8,0.823529] recall 0.940476 [0.9375,0.9,1,1] recall 0.916667 [0.9375,0.966667,0.8,0.823529] recall 0.928571 [0.9375,0.9,1,0.941176] recall 0.880952 [0.90625,0.827586,1,0.882353] recall 0.916667 [0.870968,0.965517,0.833333,0.944444] recall 0.892857 [1,0.862069,0.5,0.888889] recall 0.928571 [0.903226,0.965517,0.833333,0.944444] relative_absolute_error 0.222166 relative_absolute_error 0.138935 relative_absolute_error 0.173668 relative_absolute_error 0.086834 relative_absolute_error 0.121568 relative_absolute_error 0.104201 relative_absolute_error 0.172812 relative_absolute_error 0.120613 relative_absolute_error 0.155074 relative_absolute_error 0.103383 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 0.276533 root_mean_squared_error 0.218218 root_mean_squared_error 0.243975 root_mean_squared_error 0.172516 root_mean_squared_error 0.204124 root_mean_squared_error 0.188982 root_mean_squared_error 0.243975 root_mean_squared_error 0.204124 root_mean_squared_error 0.231455 root_mean_squared_error 0.188982 root_relative_squared_error 0.666405 root_relative_squared_error 0.528118 root_relative_squared_error 0.590454 root_relative_squared_error 0.417514 root_relative_squared_error 0.494009 root_relative_squared_error 0.457363 root_relative_squared_error 0.58754 root_relative_squared_error 0.490132 root_relative_squared_error 0.555757 root_relative_squared_error 0.453774 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