577106 1 Jan van Rijn 14 Supervised Classification 3966 weka.AttributeSelectedClassifier_RandomSubSpace_REPTree(1) 6284 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.meta.RandomSubSpace -- -P 0.5 -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 1724 V 0.001 1724 N 3 1724 S 1 1724 L -1 1724 I 0.0 1724 E weka.attributeSelection.CfsSubsetEval -P 1 -E 1 3966 S weka.attributeSelection.BestFirst -D 1 -N 5 3966 W weka.classifiers.meta.RandomSubSpace 3966 P 0.5 3967 S 1 3967 num-slots 1 3967 I 10 3967 W weka.classifiers.trees.REPTree 3967 study_70 weka weka_3.7.13 14 mfeat-fourier https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff -1 1991193 description https://api.openml.org/data/download/1991193/weka_generated_run8976281297812002696.xml -1 1991195 model_readable https://api.openml.org/data/download/1991195/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier6801004207439528299.model -1 1991194 model_serialized https://api.openml.org/data/download/1991194/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier5277655462099424328.model -1 1991196 predictions https://api.openml.org/data/download/1991196/weka_generated_predictions8265923341082021794.arff area_under_roc_curve 0.978598 [0.9999,0.961806,0.996908,0.984903,0.972706,0.990436,0.945297,0.991522,0.99865,0.943857] average_cost 0 f_measure 0.809138 [0.975124,0.760638,0.921951,0.883495,0.772118,0.870416,0.527415,0.872979,0.955,0.552239] kappa 0.791111 kb_relative_information_score 1497.840219 mean_absolute_error 0.073691 mean_prior_absolute_error 0.18 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] os_information [Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.809291 [0.970297,0.8125,0.9,0.858491,0.83237,0.851675,0.551913,0.811159,0.955,0.549505] predictive_accuracy 0.812 prior_entropy 3.321928 recall 0.812 [0.98,0.715,0.945,0.91,0.72,0.89,0.505,0.945,0.955,0.555] relative_absolute_error 0.409392 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.169581 root_relative_squared_error 0.565271 scimark_benchmark 1361.981135 [765.6895230324667, 940.8959553098401, 551.9104677728974, 1232.4589462413705, 3318.9507851199173] total_cost 0 usercpu_time_millis 600 usercpu_time_millis_testing 20 usercpu_time_millis_training 580 area_under_roc_curve 0.975222 [1,0.953333,0.996944,0.979444,0.961667,1,0.918889,0.993333,0.998611,0.95] area_under_roc_curve 0.979278 [1,0.955278,0.995833,0.974444,0.973611,0.982778,0.961667,0.989722,0.996944,0.9625] area_under_roc_curve 0.976556 [1,0.981944,0.999722,0.961389,0.974167,0.987778,0.918056,0.986944,1,0.955556] area_under_roc_curve 0.984944 [0.999444,0.98,0.999167,0.998056,0.988889,0.991667,0.969722,0.989722,0.999444,0.933333] area_under_roc_curve 0.97675 [1,0.939722,0.989444,0.989444,0.983889,0.990278,0.946667,0.986944,0.999444,0.941667] area_under_roc_curve 0.983111 [1,0.976944,0.999444,0.980278,0.976667,0.990556,0.958333,0.9975,0.997778,0.953611] area_under_roc_curve 0.981056 [1,0.953056,0.998611,0.994444,0.983611,0.982778,0.970833,0.988333,1,0.938889] area_under_roc_curve 0.983528 [0.999722,0.973056,0.999167,0.997222,0.968056,0.996944,0.948611,0.996389,0.996944,0.959167] area_under_roc_curve 0.976792 [1,0.978611,0.999722,0.996111,0.971667,0.982778,0.937222,0.995556,1,0.90625] area_under_roc_curve 0.972444 [1,0.932222,0.993333,0.988889,0.944722,0.998889,0.924167,0.993611,0.999167,0.949444] 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 0.78413 [0.974359,0.75,0.904762,0.871795,0.780488,0.974359,0.418605,0.9,0.878049,0.388889] f_measure 0.79181 [0.95,0.702703,0.878049,0.857143,0.705882,0.790698,0.611111,0.790698,0.95,0.681818] f_measure 0.807431 [1,0.8,0.974359,0.842105,0.717949,0.844444,0.457143,0.871795,0.97561,0.590909] f_measure 0.843135 [0.974359,0.777778,0.95,0.926829,0.780488,0.878049,0.625,0.863636,0.974359,0.680851] f_measure 0.777324 [1,0.628571,0.923077,0.904762,0.756757,0.863636,0.473684,0.826087,0.97561,0.421053] f_measure 0.826317 [0.97561,0.764706,0.930233,0.857143,0.820513,0.9,0.604651,0.904762,0.95,0.555556] f_measure 0.833488 [0.974359,0.8,0.923077,0.904762,0.823529,0.829268,0.615385,0.888889,0.97561,0.6] f_measure 0.826772 [0.97561,0.769231,0.952381,0.869565,0.810811,0.810811,0.619048,0.930233,0.918919,0.611111] f_measure 0.809983 [1,0.857143,0.95,0.909091,0.742857,0.878049,0.4,0.851064,1,0.511628] f_measure 0.786886 [0.930233,0.75,0.844444,0.888889,0.777778,0.947368,0.45,0.909091,0.95,0.421053] kappa 0.761111 kappa 0.772222 kappa 0.788889 kappa 0.827778 kappa 0.761111 kappa 0.811111 kappa 0.816667 kappa 0.811111 kappa 0.794444 kappa 0.766667 kb_relative_information_score 148.124926 kb_relative_information_score 148.781724 kb_relative_information_score 150.515295 kb_relative_information_score 151.861138 kb_relative_information_score 147.036904 kb_relative_information_score 152.927134 kb_relative_information_score 148.324245 kb_relative_information_score 153.41217 kb_relative_information_score 149.989725 kb_relative_information_score 146.866959 mean_absolute_error 0.075921 mean_absolute_error 0.074126 mean_absolute_error 0.072297 mean_absolute_error 0.072126 mean_absolute_error 0.075604 mean_absolute_error 0.07008 mean_absolute_error 0.077239 mean_absolute_error 0.070779 mean_absolute_error 0.073874 mean_absolute_error 0.074859 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 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] precision 0.785623 [1,0.75,0.863636,0.894737,0.761905,1,0.391304,0.9,0.857143,0.4375] precision 0.798793 [0.95,0.764706,0.857143,0.818182,0.857143,0.73913,0.6875,0.73913,0.95,0.625] precision 0.810785 [1,0.8,1,0.888889,0.736842,0.76,0.533333,0.894737,0.952381,0.541667] precision 0.85664 [1,0.875,0.95,0.904762,0.761905,0.857143,0.833333,0.791667,1,0.592593] precision 0.778713 [1,0.733333,0.947368,0.863636,0.823529,0.791667,0.5,0.730769,0.952381,0.444444] precision 0.831466 [0.952381,0.928571,0.869565,0.818182,0.842105,0.9,0.565217,0.863636,0.95,0.625] precision 0.840449 [1,0.8,0.947368,0.863636,1,0.809524,0.631579,0.8,0.952381,0.6] precision 0.833286 [0.952381,0.789474,0.909091,0.769231,0.882353,0.882353,0.590909,0.869565,1,0.6875] precision 0.819281 [1,1,0.95,0.833333,0.866667,0.857143,0.466667,0.740741,1,0.478261] precision 0.793234 [0.869565,0.75,0.76,1,0.875,1,0.45,0.833333,0.95,0.444444] predictive_accuracy 0.785 predictive_accuracy 0.795 predictive_accuracy 0.81 predictive_accuracy 0.845 predictive_accuracy 0.785 predictive_accuracy 0.83 predictive_accuracy 0.835 predictive_accuracy 0.83 predictive_accuracy 0.815 predictive_accuracy 0.79 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 0.785 [0.95,0.75,0.95,0.85,0.8,0.95,0.45,0.9,0.9,0.35] recall 0.795 [0.95,0.65,0.9,0.9,0.6,0.85,0.55,0.85,0.95,0.75] recall 0.81 [1,0.8,0.95,0.8,0.7,0.95,0.4,0.85,1,0.65] recall 0.845 [0.95,0.7,0.95,0.95,0.8,0.9,0.5,0.95,0.95,0.8] recall 0.785 [1,0.55,0.9,0.95,0.7,0.95,0.45,0.95,1,0.4] recall 0.83 [1,0.65,1,0.9,0.8,0.9,0.65,0.95,0.95,0.5] recall 0.835 [0.95,0.8,0.9,0.95,0.7,0.85,0.6,1,1,0.6] recall 0.83 [1,0.75,1,1,0.75,0.75,0.65,1,0.85,0.55] recall 0.815 [1,0.75,0.95,1,0.65,0.9,0.35,1,1,0.55] recall 0.79 [1,0.75,0.95,0.8,0.7,0.9,0.45,1,0.95,0.4] relative_absolute_error 0.421782 relative_absolute_error 0.411813 relative_absolute_error 0.401649 relative_absolute_error 0.400698 relative_absolute_error 0.420024 relative_absolute_error 0.389332 relative_absolute_error 0.429105 relative_absolute_error 0.393219 relative_absolute_error 0.410414 relative_absolute_error 0.415885 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 0.174055 root_mean_squared_error 0.172282 root_mean_squared_error 0.1694 root_mean_squared_error 0.164757 root_mean_squared_error 0.176092 root_mean_squared_error 0.163472 root_mean_squared_error 0.17073 root_mean_squared_error 0.163316 root_mean_squared_error 0.166598 root_mean_squared_error 0.17451 root_relative_squared_error 0.580182 root_relative_squared_error 0.574274 root_relative_squared_error 0.564666 root_relative_squared_error 0.549192 root_relative_squared_error 0.586975 root_relative_squared_error 0.544908 root_relative_squared_error 0.5691 root_relative_squared_error 0.544385 root_relative_squared_error 0.555327 root_relative_squared_error 0.581699 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 1110 usercpu_time_millis 760 usercpu_time_millis 680 usercpu_time_millis 540 usercpu_time_millis 570 usercpu_time_millis 510 usercpu_time_millis 450 usercpu_time_millis 430 usercpu_time_millis 590 usercpu_time_millis 520 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 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 1100 usercpu_time_millis_training 760 usercpu_time_millis_training 680 usercpu_time_millis_training 530 usercpu_time_millis_training 560 usercpu_time_millis_training 510 usercpu_time_millis_training 450 usercpu_time_millis_training 430 usercpu_time_millis_training 590 usercpu_time_millis_training 520