85206 2 Joaquin Vanschoren 1776 Supervised Classification predictive_accuracy 534 weka.Bagging_SMO_PolyKernel(2) 824 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 40 -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" I 40 534 P 100 534 S 1 534 W weka.classifiers.functions.SMO 534 num-slots 1 534 C 1.0 424 L 0.001 424 N 0 424 P 1.0E-12 424 V -1 424 W 1 424 12 mfeat-factors https://www.openml.org/data/download/12/dataset_12_mfeat-factors.arff -1 254685 description https://api.openml.org/data/download/254685/weka_generated_run3989857742019031370.xml -1 254688 model_readable https://api.openml.org/data/download/254688/WekaModel_weka.classifiers.meta.Bagging6652193696566506794.model -1 254687 model_serialized https://api.openml.org/data/download/254687/WekaSerialized_weka.classifiers.meta.Bagging8594816293481626564.model -1 254686 predictions https://api.openml.org/data/download/254686/weka_generated_predictions2956738196323438322.arff area_under_roc_curve 0.994652 [0.997409,0.998441,0.996799,0.984577,0.997288,0.987065,0.996025,0.999001,0.995418,0.994494] average_cost 0 build_cpu_time 14.0696 build_memory 504694747.2 f_measure 0.972102 [0.982036,0.962376,0.983409,0.961809,0.978261,0.95542,0.98392,0.979063,0.978338,0.956392] kappa 0.969 kb_relative_information_score 2967.634715 mean_absolute_error 0.160353 mean_prior_absolute_error 0.18 number_of_instances 10000 [1000,1000,1000,1000,1000,1000,1000,1000,1000,1000] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.972229 [0.98008,0.952941,0.988878,0.966667,0.966797,0.968172,0.988889,0.976143,0.985787,0.947937] predictive_accuracy 0.9721 prior_entropy 3.321928 recall 0.9721 [0.984,0.972,0.978,0.957,0.99,0.943,0.979,0.982,0.971,0.965] relative_absolute_error 0.890849 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.271905 root_relative_squared_error 0.906351 scimark_benchmark 933.104706 [556.5541177310433, 992.2528201712466, 477.2185884444444, 900.2197984986343, 1739.2782055898172] total_cost 0 area_under_roc_curve 0.995038 [0.997211,0.995733,0.996244,0.985367,0.999817,0.98995,0.998511,0.998756,0.996878,0.991911] area_under_roc_curve 0.994569 [0.998328,0.999689,0.997256,0.982889,0.994244,0.98,0.999994,0.999683,0.999983,0.993628] area_under_roc_curve 0.997415 [0.996922,0.998967,1,0.992556,0.999344,0.997339,0.999244,0.997767,0.994239,0.997772] area_under_roc_curve 0.99531 [0.992678,0.998056,0.999539,0.987683,0.996333,0.99745,0.994117,0.998906,0.994156,0.994183] area_under_roc_curve 0.995373 [0.998733,0.997922,0.996056,0.986889,0.999133,0.989956,0.998689,0.998239,0.995139,0.992972] area_under_roc_curve 0.994671 [0.997139,0.999878,0.997639,0.988083,0.994111,0.985039,0.994089,0.999733,0.997894,0.993106] area_under_roc_curve 0.994127 [0.998744,0.997661,0.993967,0.981067,0.999922,0.996444,0.993878,0.997722,0.988117,0.993744] area_under_roc_curve 0.991931 [0.997922,0.999667,0.99545,0.971328,0.996017,0.973494,0.993733,0.999994,0.997144,0.994561] area_under_roc_curve 0.995077 [0.999044,0.998606,0.995483,0.985739,0.999933,0.978389,0.998522,0.999344,0.996706,0.999006] area_under_roc_curve 0.994729 [0.998478,0.999589,0.998294,0.983439,0.9969,0.985522,0.9918,0.999844,0.996944,0.996483] 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 14.423 build_cpu_time 14.084 build_cpu_time 14.704 build_cpu_time 14.004 build_cpu_time 14.511 build_cpu_time 13.939 build_cpu_time 14.034 build_cpu_time 13.339 build_cpu_time 14.099 build_cpu_time 13.559 build_memory 957180880 build_memory 436737392 build_memory 215700720 build_memory 157280144 build_memory 1375083864 build_memory 550618528 build_memory 395145064 build_memory 278176136 build_memory 275203112 build_memory 405821632 f_measure 0.96501 [0.97,0.94,0.989899,0.945813,0.965517,0.94898,0.975124,0.980198,0.979798,0.954774] f_measure 0.979989 [0.994975,0.975124,0.984925,0.95,0.99,0.964467,1,0.975369,0.995025,0.97] f_measure 0.975042 [0.985075,0.98,1,0.969697,0.974874,0.955224,0.985075,0.969697,0.979798,0.95098] f_measure 0.976007 [0.97,0.974874,0.984925,0.975124,0.99,0.960784,0.99,0.980198,0.969697,0.964467] f_measure 0.975061 [0.980198,0.965174,0.979798,0.97,0.985222,0.963731,0.985075,0.989899,0.979592,0.951923] f_measure 0.974041 [0.99,0.96,0.974874,0.979798,0.975369,0.974359,0.984925,0.970297,0.975124,0.955665] f_measure 0.968136 [0.98,0.945813,0.975124,0.979798,0.985222,0.964824,0.984925,0.974359,0.964467,0.926829] f_measure 0.973024 [0.985075,0.947368,0.979798,0.94359,0.985075,0.954315,0.989899,0.995025,0.979798,0.970297] f_measure 0.966859 [0.985075,0.965517,0.979798,0.945274,0.970874,0.926316,0.979592,0.975124,0.984925,0.956098] f_measure 0.967993 [0.98,0.970588,0.984925,0.959184,0.961165,0.940594,0.964103,0.980392,0.974874,0.964103] kappa 0.961111 kappa 0.977778 kappa 0.972222 kappa 0.973333 kappa 0.972222 kappa 0.971111 kappa 0.964444 kappa 0.97 kappa 0.963333 kappa 0.964444 kb_relative_information_score 296.548915 kb_relative_information_score 297.277573 kb_relative_information_score 297.940953 kb_relative_information_score 296.687171 kb_relative_information_score 296.980468 kb_relative_information_score 296.768907 kb_relative_information_score 296.275081 kb_relative_information_score 295.686028 kb_relative_information_score 297.033147 kb_relative_information_score 296.436472 mean_absolute_error 0.160356 mean_absolute_error 0.160315 mean_absolute_error 0.160256 mean_absolute_error 0.16037 mean_absolute_error 0.160327 mean_absolute_error 0.160365 mean_absolute_error 0.160383 mean_absolute_error 0.160434 mean_absolute_error 0.160328 mean_absolute_error 0.160392 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] number_of_instances 1000 [100,100,100,100,100,100,100,100,100,100] precision 0.965252 [0.97,0.94,1,0.932039,0.951456,0.96875,0.970297,0.970588,0.989796,0.959596] precision 0.980084 [1,0.970297,0.989899,0.95,0.99,0.979381,1,0.961165,0.990099,0.97] precision 0.975236 [0.980198,0.98,1,0.979592,0.979798,0.950495,0.980198,0.979592,0.989796,0.932692] precision 0.976186 [0.97,0.979798,0.989899,0.970297,0.99,0.942308,0.99,0.970588,0.979592,0.979381] precision 0.975852 [0.970588,0.960396,0.989796,0.97,0.970874,1,0.980198,1,1,0.916667] precision 0.974349 [0.99,0.96,0.979798,0.989796,0.961165,1,0.989899,0.960784,0.970297,0.941748] precision 0.968674 [0.98,0.932039,0.970297,0.989796,0.970874,0.969697,0.989899,1,0.979381,0.904762] precision 0.973662 [0.980198,0.908257,0.989796,0.968421,0.980198,0.969072,1,0.990099,0.989796,0.960784] precision 0.967675 [0.980198,0.951456,0.989796,0.940594,0.943396,0.977778,1,0.970297,0.989899,0.933333] precision 0.968661 [0.98,0.951923,0.989899,0.979167,0.933962,0.931373,0.989474,0.961538,0.979798,0.989474] predictive_accuracy 0.965 predictive_accuracy 0.98 predictive_accuracy 0.975 predictive_accuracy 0.976 predictive_accuracy 0.975 predictive_accuracy 0.974 predictive_accuracy 0.968 predictive_accuracy 0.973 predictive_accuracy 0.967 predictive_accuracy 0.968 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 recall 0.965 [0.97,0.94,0.98,0.96,0.98,0.93,0.98,0.99,0.97,0.95] recall 0.98 [0.99,0.98,0.98,0.95,0.99,0.95,1,0.99,1,0.97] recall 0.975 [0.99,0.98,1,0.96,0.97,0.96,0.99,0.96,0.97,0.97] recall 0.976 [0.97,0.97,0.98,0.98,0.99,0.98,0.99,0.99,0.96,0.95] recall 0.975 [0.99,0.97,0.97,0.97,1,0.93,0.99,0.98,0.96,0.99] recall 0.974 [0.99,0.96,0.97,0.97,0.99,0.95,0.98,0.98,0.98,0.97] recall 0.968 [0.98,0.96,0.98,0.97,1,0.96,0.98,0.95,0.95,0.95] recall 0.973 [0.99,0.99,0.97,0.92,0.99,0.94,0.98,1,0.97,0.98] recall 0.967 [0.99,0.98,0.97,0.95,1,0.88,0.96,0.98,0.98,0.98] recall 0.968 [0.98,0.99,0.98,0.94,0.99,0.95,0.94,1,0.97,0.94] relative_absolute_error 0.890867 relative_absolute_error 0.89064 relative_absolute_error 0.890313 relative_absolute_error 0.890945 relative_absolute_error 0.890705 relative_absolute_error 0.890918 relative_absolute_error 0.891019 relative_absolute_error 0.891303 relative_absolute_error 0.89071 relative_absolute_error 0.891068 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.271903 root_mean_squared_error 0.271842 root_mean_squared_error 0.271713 root_mean_squared_error 0.27193 root_mean_squared_error 0.271765 root_mean_squared_error 0.2719 root_mean_squared_error 0.272048 root_mean_squared_error 0.272133 root_mean_squared_error 0.271843 root_mean_squared_error 0.271978 root_relative_squared_error 0.906342 root_relative_squared_error 0.906139 root_relative_squared_error 0.905711 root_relative_squared_error 0.906432 root_relative_squared_error 0.905883 root_relative_squared_error 0.906332 root_relative_squared_error 0.906828 root_relative_squared_error 0.90711 root_relative_squared_error 0.906142 root_relative_squared_error 0.906592 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