434648 2 Joaquin Vanschoren 1776 Supervised Classification predictive_accuracy 1196 weka.RotationForest_PrincipalComponents_J48(14) 2065 weka.classifiers.meta.RotationForest -- -G 3 -H 3 -P 50 -F "weka.filters.unsupervised.attribute.PrincipalComponents -R 1.0 -A 5 -M -1" -S 1 -num-slots 1 -I 80 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1068 M 2 1068 R 1.0 1164 A 5 1164 M -1 1164 G 3 1196 H 3 1196 P 50 1196 F weka.filters.unsupervised.attribute.PrincipalComponents 1196 S 1 1196 num-slots 1 1196 I 80 1196 W weka.classifiers.trees.J48 1196 weka weka_3.7.12 12 mfeat-factors https://www.openml.org/data/download/12/dataset_12_mfeat-factors.arff -1 1519717 description https://api.openml.org/data/download/1519717/weka_generated_run3925670456084807314.xml -1 1519720 model_readable https://api.openml.org/data/download/1519720/WekaModel_weka.classifiers.meta.RotationForest4560421158190549737.model -1 1519719 model_serialized https://api.openml.org/data/download/1519719/WekaSerialized_weka.classifiers.meta.RotationForest6794837174581447083.model -1 1519718 predictions https://api.openml.org/data/download/1519718/weka_generated_predictions9161331842173172332.arff area_under_roc_curve 0.998713 [0.999154,0.999545,0.999652,0.996377,0.999594,0.996245,0.999028,0.999637,0.999161,0.998739] average_cost 0 f_measure 0.970441 [0.985816,0.960078,0.978937,0.956435,0.979104,0.959755,0.97949,0.97529,0.971087,0.958416] kappa 0.967111 kb_relative_information_score 9103.197792 mean_absolute_error 0.03017 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 0.970759 [0.998973,0.935484,0.981891,0.957874,0.974257,0.978193,0.97998,0.983723,0.968191,0.94902] predictive_accuracy 0.9704 prior_entropy 3.321928 recall 0.9704 [0.973,0.986,0.976,0.955,0.984,0.942,0.979,0.967,0.974,0.968] relative_absolute_error 0.16761 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.088917 root_relative_squared_error 0.29639 scimark_benchmark 934.792268 [553.9030419466465, 1006.7685336652797, 477.85573387886615, 898.3687510012069, 1737.0652800776204] total_cost 0 usercpu_time_millis 189970 usercpu_time_millis_testing 56890 usercpu_time_millis_training 133080 area_under_roc_curve 0.998744 [0.99735,0.999167,0.999689,0.9975,0.999978,0.995756,0.999622,0.999478,0.999511,0.999389] area_under_roc_curve 0.998592 [0.998889,0.999711,0.999844,0.994733,0.999511,0.994467,0.999911,0.999911,0.999644,0.9993] area_under_roc_curve 0.999194 [0.999744,0.999733,0.999978,0.9988,0.999911,0.995922,0.999522,0.999478,0.999622,0.999233] area_under_roc_curve 0.998946 [0.998722,0.999489,0.9999,0.999011,0.999078,0.998422,0.9973,0.999678,0.999044,0.998811] area_under_roc_curve 0.999109 [0.999111,0.9998,0.999389,0.998744,0.999633,0.9983,0.999633,0.999811,0.999356,0.997311] area_under_roc_curve 0.99899 [0.999811,0.9998,0.999544,0.997022,0.999128,0.998522,0.99905,0.999756,0.999611,0.997656] area_under_roc_curve 0.998702 [0.9997,0.999456,0.999167,0.997211,1,0.997678,0.998911,0.999356,0.996678,0.998867] area_under_roc_curve 0.998164 [0.999256,0.999656,0.999678,0.991622,0.999689,0.995478,0.999011,0.999978,0.999056,0.998222] area_under_roc_curve 0.998797 [0.999689,0.999678,0.999656,0.995789,0.999989,0.994267,0.999767,0.999822,0.999756,0.999556] area_under_roc_curve 0.998296 [0.999778,0.999211,0.999578,0.993567,0.999711,0.994933,0.997467,0.9997,0.9995,0.999511] 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 0.972986 [0.979798,0.970588,0.98,0.955224,0.980198,0.964103,0.980198,0.984925,0.964824,0.97] f_measure 0.978976 [0.979592,0.975369,0.99,0.965174,0.975124,0.964103,0.99,0.995025,0.975369,0.98] f_measure 0.979962 [0.989899,0.985222,0.995025,0.959596,0.985075,0.975124,0.984925,0.969388,0.985075,0.970297] f_measure 0.967036 [0.974359,0.955665,0.975124,0.974874,0.969697,0.965174,0.980198,0.964824,0.955224,0.955224] f_measure 0.971158 [0.984772,0.960396,0.984772,0.965174,0.965174,0.979592,0.970297,0.974359,0.975124,0.951923] f_measure 0.967103 [0.989899,0.951923,0.964467,0.954774,0.989899,0.964103,0.985075,0.96,0.970297,0.940594] f_measure 0.96706 [0.994975,0.956098,0.965174,0.96,0.990099,0.964467,0.984925,0.953368,0.959184,0.942308] f_measure 0.964123 [0.979592,0.938967,0.979798,0.939394,0.984925,0.932642,0.98,0.989899,0.965517,0.950495] f_measure 0.972859 [0.994975,0.960784,0.984925,0.950495,0.985222,0.931937,0.98,0.99,0.985075,0.965174] f_measure 0.963041 [0.989899,0.947368,0.97,0.939394,0.965854,0.954774,0.958763,0.970297,0.974874,0.959184] kappa 0.97 kappa 0.976667 kappa 0.977778 kappa 0.963333 kappa 0.967778 kappa 0.963333 kappa 0.963333 kappa 0.96 kappa 0.97 kappa 0.958889 kb_relative_information_score 908.535932 kb_relative_information_score 913.516079 kb_relative_information_score 916.158053 kb_relative_information_score 908.889462 kb_relative_information_score 914.549389 kb_relative_information_score 912.212883 kb_relative_information_score 905.222812 kb_relative_information_score 901.221625 kb_relative_information_score 915.530952 kb_relative_information_score 907.360604 mean_absolute_error 0.031065 mean_absolute_error 0.029566 mean_absolute_error 0.028916 mean_absolute_error 0.030281 mean_absolute_error 0.028904 mean_absolute_error 0.029454 mean_absolute_error 0.031326 mean_absolute_error 0.032533 mean_absolute_error 0.028847 mean_absolute_error 0.030806 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 0.973246 [0.989796,0.951923,0.98,0.950495,0.970588,0.989474,0.970588,0.989899,0.969697,0.97] precision 0.97926 [1,0.961165,0.99,0.960396,0.970297,0.989474,0.99,0.990099,0.961165,0.98] precision 0.980132 [1,0.970874,0.990099,0.969388,0.980198,0.970297,0.989899,0.989583,0.980198,0.960784] precision 0.967311 [1,0.941748,0.970297,0.979798,0.979592,0.960396,0.970588,0.969697,0.950495,0.950495] precision 0.971952 [1,0.95098,1,0.960396,0.960396,1,0.960784,1,0.970297,0.916667] precision 0.967747 [1,0.916667,0.979381,0.959596,1,0.989474,0.980198,0.96,0.960784,0.931373] precision 0.967922 [1,0.933333,0.960396,0.96,0.980392,0.979381,0.989899,0.989247,0.979167,0.907407] precision 0.9654 [1,0.884956,0.989796,0.94898,0.989899,0.967742,0.98,1,0.951456,0.941176] precision 0.973287 [1,0.942308,0.989899,0.941176,0.970874,0.978022,0.98,0.99,0.980198,0.960396] precision 0.96388 [1,0.908257,0.97,0.94898,0.942857,0.959596,0.989362,0.960784,0.979798,0.979167] predictive_accuracy 0.973 predictive_accuracy 0.979 predictive_accuracy 0.98 predictive_accuracy 0.967 predictive_accuracy 0.971 predictive_accuracy 0.967 predictive_accuracy 0.967 predictive_accuracy 0.964 predictive_accuracy 0.973 predictive_accuracy 0.963 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 0.973 [0.97,0.99,0.98,0.96,0.99,0.94,0.99,0.98,0.96,0.97] recall 0.979 [0.96,0.99,0.99,0.97,0.98,0.94,0.99,1,0.99,0.98] recall 0.98 [0.98,1,1,0.95,0.99,0.98,0.98,0.95,0.99,0.98] recall 0.967 [0.95,0.97,0.98,0.97,0.96,0.97,0.99,0.96,0.96,0.96] recall 0.971 [0.97,0.97,0.97,0.97,0.97,0.96,0.98,0.95,0.98,0.99] recall 0.967 [0.98,0.99,0.95,0.95,0.98,0.94,0.99,0.96,0.98,0.95] recall 0.967 [0.99,0.98,0.97,0.96,1,0.95,0.98,0.92,0.94,0.98] recall 0.964 [0.96,1,0.97,0.93,0.98,0.9,0.98,0.98,0.98,0.96] recall 0.973 [0.99,0.98,0.98,0.96,1,0.89,0.98,0.99,0.99,0.97] recall 0.963 [0.98,0.99,0.97,0.93,0.99,0.95,0.93,0.98,0.97,0.94] relative_absolute_error 0.172582 relative_absolute_error 0.164256 relative_absolute_error 0.160646 relative_absolute_error 0.168226 relative_absolute_error 0.16058 relative_absolute_error 0.163631 relative_absolute_error 0.174035 relative_absolute_error 0.180736 relative_absolute_error 0.160259 relative_absolute_error 0.171147 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 0.088839 root_mean_squared_error 0.086527 root_mean_squared_error 0.085381 root_mean_squared_error 0.089398 root_mean_squared_error 0.08622 root_mean_squared_error 0.088062 root_mean_squared_error 0.092524 root_mean_squared_error 0.094607 root_mean_squared_error 0.085724 root_mean_squared_error 0.091394 root_relative_squared_error 0.296131 root_relative_squared_error 0.288422 root_relative_squared_error 0.284603 root_relative_squared_error 0.297992 root_relative_squared_error 0.287399 root_relative_squared_error 0.293541 root_relative_squared_error 0.308413 root_relative_squared_error 0.315358 root_relative_squared_error 0.285745 root_relative_squared_error 0.304646 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 89800 usercpu_time_millis 90490 usercpu_time_millis 87960 usercpu_time_millis 84140 usercpu_time_millis 87250 usercpu_time_millis 94650 usercpu_time_millis 89160 usercpu_time_millis 89080 usercpu_time_millis 88410 usercpu_time_millis 84130 usercpu_time_millis_testing 33220 usercpu_time_millis_testing 31560 usercpu_time_millis_testing 30300 usercpu_time_millis_testing 28960 usercpu_time_millis_testing 30500 usercpu_time_millis_testing 32410 usercpu_time_millis_testing 31530 usercpu_time_millis_testing 31110 usercpu_time_millis_testing 30680 usercpu_time_millis_testing 27630 usercpu_time_millis_training 56580 usercpu_time_millis_training 58930 usercpu_time_millis_training 57660 usercpu_time_millis_training 55180 usercpu_time_millis_training 56750 usercpu_time_millis_training 62240 usercpu_time_millis_training 57630 usercpu_time_millis_training 57970 usercpu_time_millis_training 57730 usercpu_time_millis_training 56500