112668 2 Joaquin Vanschoren 1776 Supervised Classification predictive_accuracy 405 weka.AdaBoostM1_J48(2) 628 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 I 20 405 P 100 405 S 1 405 W weka.classifiers.trees.J48 405 C 0.25 365 M 2 365 12 mfeat-factors https://www.openml.org/data/download/12/dataset_12_mfeat-factors.arff -1 343917 description https://api.openml.org/data/download/343917/weka_generated_run1960468128231258438.xml -1 343920 model_readable https://api.openml.org/data/download/343920/WekaModel_weka.classifiers.meta.AdaBoostM15881159589441830884.model -1 343919 model_serialized https://api.openml.org/data/download/343919/WekaSerialized_weka.classifiers.meta.AdaBoostM156917649131646148.model -1 343918 predictions https://api.openml.org/data/download/343918/weka_generated_predictions2025651701669524353.arff area_under_roc_curve 0.988551 [0.989114,0.988932,0.991978,0.980024,0.994681,0.975535,0.993896,0.988612,0.991941,0.990799] average_cost 0 build_cpu_time 10.8857 build_memory 1626836451.2 f_measure 0.956975 [0.976861,0.93617,0.974487,0.935566,0.974925,0.931423,0.977578,0.963184,0.95769,0.941866] kappa 0.952222 kb_relative_information_score 9563.822377 mean_absolute_error 0.008612 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 0.957233 [0.982794,0.926543,0.974975,0.949537,0.977867,0.953878,0.974181,0.958416,0.953419,0.920726] predictive_accuracy 0.957 prior_entropy 3.321928 recall 0.957 [0.971,0.946,0.974,0.922,0.972,0.91,0.981,0.968,0.962,0.964] relative_absolute_error 0.047844 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.08994 root_relative_squared_error 0.299799 scimark_benchmark 890.306577 [519.7379820491665, 836.3519494571716, 477.2185884444444, 893.7743384501881, 1724.4500277703307] total_cost 0 area_under_roc_curve 0.988803 [0.989833,0.988233,0.994778,0.985506,0.999383,0.963222,0.994928,0.989778,0.994128,0.988244] area_under_roc_curve 0.990417 [0.979711,0.993478,0.994317,0.983078,0.994783,0.974228,0.998767,0.999383,0.996789,0.989633] area_under_roc_curve 0.988789 [0.988856,0.99335,0.999944,0.972983,0.994361,0.981911,0.999433,0.98905,0.974211,0.993794] area_under_roc_curve 0.992136 [0.979322,0.988978,0.994161,0.994189,0.994822,0.994511,0.994978,0.993417,0.993033,0.993944] area_under_roc_curve 0.989441 [0.989944,0.987867,0.984883,0.984122,0.9942,0.984122,0.994889,0.989317,0.993633,0.991428] area_under_roc_curve 0.985784 [0.994333,0.992767,0.984139,0.979578,0.984789,0.968589,0.987656,0.984183,0.997894,0.983911] area_under_roc_curve 0.984417 [0.994933,0.9774,0.989789,0.972728,0.999933,0.978906,0.989361,0.958211,0.988644,0.994267] area_under_roc_curve 0.987301 [0.989956,0.996639,0.989333,0.967506,0.989778,0.968589,0.989244,0.999867,0.993606,0.988489] area_under_roc_curve 0.988211 [0.9944,0.988572,0.989361,0.982489,0.999978,0.963711,0.994939,0.98425,0.9891,0.995311] area_under_roc_curve 0.990343 [0.989828,0.9819,0.999167,0.978,0.994917,0.978183,0.9949,0.998833,0.998611,0.989089] 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 10.651 build_cpu_time 10.667 build_cpu_time 11.242 build_cpu_time 10.885 build_cpu_time 11.185 build_cpu_time 11.366 build_cpu_time 10.437 build_cpu_time 10.446 build_cpu_time 11.26 build_cpu_time 10.718 build_memory 1864427120 build_memory 1599016592 build_memory 1199017136 build_memory 1885778136 build_memory 1514161568 build_memory 1814013016 build_memory 1375499008 build_memory 2084056584 build_memory 1665529600 build_memory 1266865752 f_measure 0.954094 [0.974619,0.93,0.974619,0.911765,0.980198,0.919192,0.984925,0.970297,0.96,0.935323] f_measure 0.958905 [0.964467,0.941176,0.975369,0.944162,0.964467,0.938144,0.970297,0.980392,0.95098,0.959596] f_measure 0.960883 [0.98,0.946341,0.990099,0.927083,0.979798,0.93,0.990099,0.96,0.959596,0.945813] f_measure 0.959921 [0.959596,0.927835,0.960396,0.970297,0.975369,0.964824,0.989899,0.950495,0.955224,0.945274] f_measure 0.966055 [0.989899,0.946341,0.974359,0.94898,0.959184,0.969388,0.970588,0.965517,0.975124,0.961165] f_measure 0.946049 [0.979798,0.945813,0.965174,0.943005,0.964103,0.895833,0.960784,0.97,0.941748,0.894231] f_measure 0.954923 [0.989899,0.914573,0.97,0.934673,0.985075,0.949495,0.98,0.912821,0.964824,0.947867] f_measure 0.95381 [0.989899,0.92891,0.970297,0.913706,0.964824,0.909091,0.97,0.98,0.960396,0.95098] f_measure 0.958866 [0.965854,0.960396,0.984925,0.944162,0.995025,0.914894,0.985075,0.964824,0.94898,0.924528] f_measure 0.955867 [0.974874,0.919192,0.979798,0.917526,0.980198,0.920792,0.974619,0.97561,0.960396,0.955665] kappa 0.948889 kappa 0.954444 kappa 0.956667 kappa 0.955556 kappa 0.962222 kappa 0.94 kappa 0.95 kappa 0.948889 kappa 0.954444 kappa 0.951111 kb_relative_information_score 954.24207 kb_relative_information_score 959.383569 kb_relative_information_score 959.548365 kb_relative_information_score 959.408679 kb_relative_information_score 966.39296 kb_relative_information_score 944.675769 kb_relative_information_score 952.709576 kb_relative_information_score 952.995609 kb_relative_information_score 957.426379 kb_relative_information_score 957.039402 mean_absolute_error 0.009009 mean_absolute_error 0.008174 mean_absolute_error 0.008044 mean_absolute_error 0.008049 mean_absolute_error 0.006695 mean_absolute_error 0.010782 mean_absolute_error 0.009182 mean_absolute_error 0.009274 mean_absolute_error 0.008419 mean_absolute_error 0.008493 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 0.954415 [0.989691,0.93,0.989691,0.894231,0.970588,0.928571,0.989899,0.960784,0.96,0.930693] precision 0.959426 [0.979381,0.923077,0.961165,0.958763,0.979381,0.968085,0.960784,0.961538,0.932692,0.969388] precision 0.961321 [0.98,0.92381,0.980392,0.967391,0.989796,0.93,0.980392,0.96,0.969388,0.932039] precision 0.960173 [0.969388,0.957447,0.95098,0.960784,0.961165,0.969697,1,0.941176,0.950495,0.940594] precision 0.966895 [1,0.92381,1,0.96875,0.979167,0.989583,0.951923,0.951456,0.970297,0.933962] precision 0.947349 [0.989796,0.932039,0.960396,0.978495,0.989474,0.934783,0.942308,0.97,0.915094,0.861111] precision 0.955541 [1,0.919192,0.97,0.939394,0.980198,0.959184,0.98,0.936842,0.969697,0.900901] precision 0.955188 [1,0.882883,0.960784,0.927835,0.969697,0.977011,0.97,0.98,0.95098,0.932692] precision 0.960352 [0.942857,0.95098,0.989899,0.958763,0.990099,0.977273,0.980198,0.969697,0.96875,0.875] precision 0.956213 [0.979798,0.928571,0.989796,0.946809,0.970588,0.911765,0.989691,0.952381,0.95098,0.941748] predictive_accuracy 0.954 predictive_accuracy 0.959 predictive_accuracy 0.961 predictive_accuracy 0.96 predictive_accuracy 0.966 predictive_accuracy 0.946 predictive_accuracy 0.955 predictive_accuracy 0.954 predictive_accuracy 0.959 predictive_accuracy 0.956 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 0.954 [0.96,0.93,0.96,0.93,0.99,0.91,0.98,0.98,0.96,0.94] recall 0.959 [0.95,0.96,0.99,0.93,0.95,0.91,0.98,1,0.97,0.95] recall 0.961 [0.98,0.97,1,0.89,0.97,0.93,1,0.96,0.95,0.96] recall 0.96 [0.95,0.9,0.97,0.98,0.99,0.96,0.98,0.96,0.96,0.95] recall 0.966 [0.98,0.97,0.95,0.93,0.94,0.95,0.99,0.98,0.98,0.99] recall 0.946 [0.97,0.96,0.97,0.91,0.94,0.86,0.98,0.97,0.97,0.93] recall 0.955 [0.98,0.91,0.97,0.93,0.99,0.94,0.98,0.89,0.96,1] recall 0.954 [0.98,0.98,0.98,0.9,0.96,0.85,0.97,0.98,0.97,0.97] recall 0.959 [0.99,0.97,0.98,0.93,1,0.86,0.99,0.96,0.93,0.98] recall 0.956 [0.97,0.91,0.97,0.89,0.99,0.93,0.96,1,0.97,0.97] relative_absolute_error 0.050049 relative_absolute_error 0.04541 relative_absolute_error 0.044688 relative_absolute_error 0.044714 relative_absolute_error 0.037193 relative_absolute_error 0.059902 relative_absolute_error 0.05101 relative_absolute_error 0.051522 relative_absolute_error 0.046773 relative_absolute_error 0.047184 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 0.091866 root_mean_squared_error 0.086625 root_mean_squared_error 0.087155 root_mean_squared_error 0.086266 root_mean_squared_error 0.079128 root_mean_squared_error 0.101596 root_mean_squared_error 0.093631 root_mean_squared_error 0.093379 root_mean_squared_error 0.089337 root_mean_squared_error 0.088657 root_relative_squared_error 0.30622 root_relative_squared_error 0.288749 root_relative_squared_error 0.290517 root_relative_squared_error 0.287552 root_relative_squared_error 0.263759 root_relative_squared_error 0.338652 root_relative_squared_error 0.312104 root_relative_squared_error 0.311264 root_relative_squared_error 0.29779 root_relative_squared_error 0.295522 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