293806 2 Joaquin Vanschoren 1776 Supervised Classification predictive_accuracy 1185 weka.Bagging_REPTree(8) 2032 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 M 2 1077 V 0.001 1077 N 3 1077 S 1 1077 L -1 1077 I 0.0 1077 P 100 1185 S 1 1185 num-slots 1 1185 I 10 1185 W weka.classifiers.trees.REPTree 1185 weka weka_3.7.12 12 mfeat-factors https://www.openml.org/data/download/12/dataset_12_mfeat-factors.arff -1 991391 description https://api.openml.org/data/download/991391/weka_generated_run6290633501536364107.xml -1 991394 model_readable https://api.openml.org/data/download/991394/WekaModel_weka.classifiers.meta.Bagging1410046416710213409.model -1 991393 model_serialized https://api.openml.org/data/download/991393/WekaSerialized_weka.classifiers.meta.Bagging3592387605062557605.model -1 991392 predictions https://api.openml.org/data/download/991392/weka_generated_predictions2479375673675427666.arff area_under_roc_curve 0.993695 [0.994537,0.991882,0.997694,0.988496,0.996323,0.98588,0.997127,0.996978,0.993651,0.994382] average_cost 0 f_measure 0.918524 [0.956566,0.899155,0.946054,0.887538,0.931228,0.880964,0.937685,0.930535,0.913495,0.902019] kappa 0.909444 kb_relative_information_score 8569.805372 mean_absolute_error 0.044122 mean_prior_absolute_error 0.18 number_of_instances 10000 [1000,1000,1000,1000,1000,1000,1000,1000,1000,1000] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.918763 [0.966327,0.893386,0.94511,0.899384,0.949117,0.884965,0.927593,0.93007,0.903226,0.888458] predictive_accuracy 0.9185 prior_entropy 3.321928 recall 0.9185 [0.947,0.905,0.947,0.876,0.914,0.877,0.948,0.931,0.924,0.916] relative_absolute_error 0.24512 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.122379 root_relative_squared_error 0.407931 scimark_benchmark 1312.058135 [793.1971553829371, 994.3008483142872, 541.2005249739856, 1111.7217792496772, 3119.8703653120433] total_cost 0 usercpu_time_millis 2500 usercpu_time_millis_testing 0 usercpu_time_millis_training 2500 area_under_roc_curve 0.991569 [0.983878,0.987289,0.997433,0.985839,0.999022,0.989339,0.997506,0.995144,0.985856,0.994389] area_under_roc_curve 0.995092 [0.989794,0.997411,0.999589,0.984556,0.998278,0.991572,0.995439,0.999433,0.998322,0.996522] area_under_roc_curve 0.996837 [0.997406,0.995944,0.999356,0.992661,0.999289,0.993522,0.999489,0.997367,0.996761,0.996578] area_under_roc_curve 0.993696 [0.994661,0.99135,0.999689,0.993189,0.990189,0.985283,0.995589,0.998128,0.994567,0.994311] area_under_roc_curve 0.993811 [0.996761,0.989917,0.994939,0.983939,0.994422,0.990328,0.997822,0.997072,0.996167,0.996744] area_under_roc_curve 0.994966 [0.998361,0.991689,0.997544,0.990956,0.995267,0.994733,0.997506,0.998528,0.992122,0.992956] area_under_roc_curve 0.99364 [0.994672,0.991833,0.999056,0.993533,0.999206,0.983706,0.996828,0.995411,0.9872,0.994956] area_under_roc_curve 0.991143 [0.997528,0.98945,0.996617,0.984272,0.99195,0.972989,0.993111,0.995378,0.9968,0.993339] area_under_roc_curve 0.994561 [0.998456,0.997822,0.995144,0.984594,0.999256,0.979794,0.999478,0.998989,0.998422,0.993656] area_under_roc_curve 0.993958 [0.997861,0.990239,0.997189,0.991367,0.998967,0.980967,0.999011,0.996444,0.995122,0.992411] 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 f_measure 0.908079 [0.94359,0.906404,0.935961,0.880383,0.93,0.873096,0.900524,0.902564,0.8867,0.921569] f_measure 0.924772 [0.938776,0.914286,0.960396,0.886486,0.933333,0.902564,0.95,0.956522,0.897196,0.908163] f_measure 0.932867 [0.97,0.914573,0.955665,0.885417,0.959184,0.90566,0.961165,0.923858,0.929293,0.923858] f_measure 0.916215 [0.954315,0.897959,0.95,0.911917,0.931937,0.882353,0.921569,0.907317,0.912621,0.892157] f_measure 0.921026 [0.954774,0.914573,0.964467,0.884422,0.871795,0.91,0.907317,0.954774,0.934673,0.913462] f_measure 0.914016 [0.956098,0.872549,0.929293,0.89899,0.911917,0.911765,0.912621,0.944724,0.927835,0.874372] f_measure 0.916712 [0.940594,0.88172,0.956098,0.920792,0.965517,0.839024,0.965174,0.913706,0.893401,0.891089] f_measure 0.907579 [0.974359,0.898148,0.924623,0.87,0.895833,0.830601,0.921569,0.939394,0.920792,0.900474] f_measure 0.93492 [0.99,0.912621,0.948454,0.867347,0.953846,0.900524,0.975369,0.950495,0.940594,0.909953] f_measure 0.907963 [0.942408,0.876289,0.935323,0.87,0.955665,0.85,0.960396,0.910891,0.894231,0.884422] kappa 0.897778 kappa 0.916667 kappa 0.925556 kappa 0.906667 kappa 0.912222 kappa 0.904444 kappa 0.907778 kappa 0.897778 kappa 0.927778 kappa 0.897778 kb_relative_information_score 853.932487 kb_relative_information_score 869.029184 kb_relative_information_score 864.910859 kb_relative_information_score 858.302937 kb_relative_information_score 860.224398 kb_relative_information_score 857.948267 kb_relative_information_score 847.257837 kb_relative_information_score 844.094889 kb_relative_information_score 865.160712 kb_relative_information_score 848.943802 mean_absolute_error 0.043797 mean_absolute_error 0.041241 mean_absolute_error 0.042858 mean_absolute_error 0.043757 mean_absolute_error 0.043129 mean_absolute_error 0.043969 mean_absolute_error 0.046906 mean_absolute_error 0.046385 mean_absolute_error 0.043224 mean_absolute_error 0.045953 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 0.909359 [0.968421,0.893204,0.92233,0.844037,0.93,0.886598,0.945055,0.926316,0.873786,0.903846] precision 0.927538 [0.958333,0.872727,0.95098,0.964706,0.957895,0.926316,0.95,0.925234,0.842105,0.927083] precision 0.934019 [0.97,0.919192,0.941748,0.923913,0.979167,0.857143,0.933962,0.938144,0.938776,0.938144] precision 0.917673 [0.969072,0.916667,0.95,0.946237,0.978022,0.865385,0.903846,0.885714,0.886792,0.875] precision 0.921613 [0.959596,0.919192,0.979381,0.888889,0.894737,0.91,0.885714,0.959596,0.939394,0.87963] precision 0.914903 [0.933333,0.855769,0.938776,0.908163,0.946237,0.894231,0.886792,0.949495,0.957447,0.878788] precision 0.917826 [0.931373,0.953488,0.933333,0.911765,0.951456,0.819048,0.960396,0.927835,0.907216,0.882353] precision 0.910639 [1,0.836207,0.929293,0.87,0.934783,0.915663,0.903846,0.94898,0.911765,0.855856] precision 0.936351 [0.99,0.886792,0.978723,0.885417,0.978947,0.945055,0.961165,0.941176,0.931373,0.864865] precision 0.908865 [0.989011,0.904255,0.930693,0.87,0.941748,0.85,0.95098,0.901961,0.861111,0.888889] predictive_accuracy 0.908 predictive_accuracy 0.925 predictive_accuracy 0.933 predictive_accuracy 0.916 predictive_accuracy 0.921 predictive_accuracy 0.914 predictive_accuracy 0.917 predictive_accuracy 0.908 predictive_accuracy 0.935 predictive_accuracy 0.908 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 0.908 [0.92,0.92,0.95,0.92,0.93,0.86,0.86,0.88,0.9,0.94] recall 0.925 [0.92,0.96,0.97,0.82,0.91,0.88,0.95,0.99,0.96,0.89] recall 0.933 [0.97,0.91,0.97,0.85,0.94,0.96,0.99,0.91,0.92,0.91] recall 0.916 [0.94,0.88,0.95,0.88,0.89,0.9,0.94,0.93,0.94,0.91] recall 0.921 [0.95,0.91,0.95,0.88,0.85,0.91,0.93,0.95,0.93,0.95] recall 0.914 [0.98,0.89,0.92,0.89,0.88,0.93,0.94,0.94,0.9,0.87] recall 0.917 [0.95,0.82,0.98,0.93,0.98,0.86,0.97,0.9,0.88,0.9] recall 0.908 [0.95,0.97,0.92,0.87,0.86,0.76,0.94,0.93,0.93,0.95] recall 0.935 [0.99,0.94,0.92,0.85,0.93,0.86,0.99,0.96,0.95,0.96] recall 0.908 [0.9,0.85,0.94,0.87,0.97,0.85,0.97,0.92,0.93,0.88] relative_absolute_error 0.243315 relative_absolute_error 0.229114 relative_absolute_error 0.2381 relative_absolute_error 0.243094 relative_absolute_error 0.239605 relative_absolute_error 0.24427 relative_absolute_error 0.260587 relative_absolute_error 0.257694 relative_absolute_error 0.240131 relative_absolute_error 0.255293 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 0.125474 root_mean_squared_error 0.115988 root_mean_squared_error 0.11699 root_mean_squared_error 0.12161 root_mean_squared_error 0.121307 root_mean_squared_error 0.121891 root_mean_squared_error 0.12724 root_mean_squared_error 0.12992 root_mean_squared_error 0.11727 root_mean_squared_error 0.1253 root_relative_squared_error 0.418246 root_relative_squared_error 0.386627 root_relative_squared_error 0.389965 root_relative_squared_error 0.405368 root_relative_squared_error 0.404358 root_relative_squared_error 0.406302 root_relative_squared_error 0.424132 root_relative_squared_error 0.433068 root_relative_squared_error 0.390902 root_relative_squared_error 0.417667 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 usercpu_time_millis 1080 usercpu_time_millis 1110 usercpu_time_millis 1130 usercpu_time_millis 1080 usercpu_time_millis 1130 usercpu_time_millis 1100 usercpu_time_millis 1090 usercpu_time_millis 1090 usercpu_time_millis 1100 usercpu_time_millis 1170 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 1070 usercpu_time_millis_training 1110 usercpu_time_millis_training 1130 usercpu_time_millis_training 1080 usercpu_time_millis_training 1120 usercpu_time_millis_training 1100 usercpu_time_millis_training 1090 usercpu_time_millis_training 1090 usercpu_time_millis_training 1100 usercpu_time_millis_training 1170