579502 1 Jan van Rijn 14 Supervised Classification 3992 weka.AttributeSelectedClassifier_RandomTree(1) 6300 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 K 0 1725 M 1.0 1725 V 0.001 1725 S 1 1725 E weka.attributeSelection.CfsSubsetEval -P 1 -E 1 3992 S weka.attributeSelection.BestFirst -D 1 -N 5 3992 W weka.classifiers.trees.RandomTree 3992 study_70 weka weka_3.7.13 14 mfeat-fourier https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff -1 2000786 description https://api.openml.org/data/download/2000786/weka_generated_run5849048710315552461.xml -1 2000788 model_readable https://api.openml.org/data/download/2000788/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier1326646700006462964.model -1 2000787 model_serialized https://api.openml.org/data/download/2000787/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier3936802628022150997.model -1 2000789 predictions https://api.openml.org/data/download/2000789/weka_generated_predictions4014278044496992985.arff area_under_roc_curve 0.837778 [0.958056,0.770556,0.896389,0.875278,0.799722,0.855833,0.711667,0.873056,0.919722,0.7175] average_cost 0 f_measure 0.70833 [0.922693,0.590909,0.824427,0.762836,0.617577,0.755784,0.482412,0.775819,0.857143,0.493703] kappa 0.675556 kb_relative_information_score 1389.277626 mean_absolute_error 0.0584 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 0.709247 [0.920398,0.596939,0.839378,0.746411,0.588235,0.777778,0.484848,0.781726,0.859296,0.497462] predictive_accuracy 0.708 prior_entropy 3.321928 recall 0.708 [0.925,0.585,0.81,0.78,0.65,0.735,0.48,0.77,0.855,0.49] relative_absolute_error 0.324444 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.241661 root_relative_squared_error 0.805536 scimark_benchmark 1363.235408 [734.7265214490428, 972.7183543406182, 521.7404170182313, 1195.9123265507676, 3391.0794211207676] total_cost 0 usercpu_time_millis 210 usercpu_time_millis_testing 10 usercpu_time_millis_training 200 area_under_roc_curve 0.833333 [0.95,0.833333,0.855556,0.830556,0.822222,0.875,0.688889,0.886111,0.944444,0.647222] area_under_roc_curve 0.847222 [0.994444,0.880556,0.844444,0.938889,0.733333,0.836111,0.65,0.933333,0.944444,0.716667] area_under_roc_curve 0.827778 [0.9,0.763889,0.9,0.833333,0.869444,0.861111,0.680556,0.819444,0.938889,0.711111] area_under_roc_curve 0.833333 [0.911111,0.766667,0.916667,0.85,0.855556,0.830556,0.672222,0.872222,0.908333,0.75] area_under_roc_curve 0.841667 [0.994444,0.719444,0.947222,0.858333,0.847222,0.802778,0.827778,0.836111,0.897222,0.686111] area_under_roc_curve 0.808333 [0.975,0.747222,0.869444,0.813889,0.725,0.888889,0.633333,0.883333,0.911111,0.636111] area_under_roc_curve 0.844444 [0.969444,0.825,0.797222,0.886111,0.738889,0.883333,0.763889,0.858333,0.969444,0.752778] area_under_roc_curve 0.841667 [0.994444,0.644444,0.966667,0.913889,0.808333,0.85,0.775,0.844444,0.866667,0.752778] area_under_roc_curve 0.855556 [0.922222,0.788889,0.941667,0.916667,0.791667,0.808333,0.772222,0.938889,0.966667,0.708333] area_under_roc_curve 0.844444 [0.969444,0.736111,0.925,0.911111,0.805556,0.922222,0.652778,0.858333,0.85,0.813889] 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 0.702553 [0.947368,0.7,0.714286,0.682927,0.636364,0.857143,0.428571,0.780488,0.9,0.378378] f_measure 0.718825 [0.952381,0.744186,0.777778,0.857143,0.555556,0.717949,0.388889,0.818182,0.9,0.47619] f_measure 0.695365 [0.888889,0.533333,0.888889,0.7,0.680851,0.75,0.457143,0.742857,0.857143,0.454545] f_measure 0.69807 [0.809524,0.647059,0.85,0.681818,0.714286,0.682927,0.421053,0.833333,0.790698,0.55] f_measure 0.713011 [0.952381,0.487805,0.923077,0.731707,0.666667,0.634146,0.666667,0.717949,0.864865,0.484848] f_measure 0.65835 [0.974359,0.536585,0.810811,0.702703,0.512821,0.8,0.333333,0.761905,0.809524,0.341463] f_measure 0.719187 [0.926829,0.651163,0.727273,0.780488,0.588235,0.761905,0.533333,0.731707,0.926829,0.564103] f_measure 0.716651 [0.952381,0.368421,0.904762,0.829268,0.571429,0.823529,0.585366,0.777778,0.789474,0.564103] f_measure 0.738152 [0.894737,0.666667,0.878049,0.85,0.577778,0.666667,0.571429,0.857143,0.904762,0.514286] f_measure 0.716946 [0.926829,0.571429,0.765957,0.809524,0.65,0.894737,0.4,0.731707,0.823529,0.595745] kappa 0.666667 kappa 0.694444 kappa 0.655556 kappa 0.666667 kappa 0.683333 kappa 0.616667 kappa 0.688889 kappa 0.683333 kappa 0.711111 kappa 0.688889 kb_relative_information_score 137.254551 kb_relative_information_score 142.483338 kb_relative_information_score 135.163036 kb_relative_information_score 137.254551 kb_relative_information_score 140.391823 kb_relative_information_score 127.842733 kb_relative_information_score 141.437581 kb_relative_information_score 140.391823 kb_relative_information_score 145.62061 kb_relative_information_score 141.437581 mean_absolute_error 0.06 mean_absolute_error 0.055 mean_absolute_error 0.062 mean_absolute_error 0.06 mean_absolute_error 0.057 mean_absolute_error 0.069 mean_absolute_error 0.056 mean_absolute_error 0.057 mean_absolute_error 0.052 mean_absolute_error 0.056 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 0.711458 [1,0.7,0.681818,0.666667,0.583333,1,0.409091,0.761905,0.9,0.411765] precision 0.720181 [0.909091,0.695652,0.875,0.818182,0.625,0.736842,0.4375,0.75,0.9,0.454545] precision 0.715744 [1,0.48,1,0.7,0.592593,0.75,0.533333,0.866667,0.818182,0.416667] precision 0.7053 [0.772727,0.785714,0.85,0.625,0.681818,0.666667,0.444444,0.9375,0.73913,0.55] precision 0.719575 [0.909091,0.47619,0.947368,0.714286,0.6,0.619048,0.636364,0.736842,0.941176,0.615385] precision 0.66487 [1,0.52381,0.882353,0.764706,0.526316,0.8,0.318182,0.727273,0.772727,0.333333] precision 0.731799 [0.904762,0.608696,0.923077,0.761905,0.714286,0.727273,0.48,0.714286,0.904762,0.578947] precision 0.731261 [0.909091,0.388889,0.863636,0.809524,0.482759,1,0.571429,0.875,0.833333,0.578947] precision 0.743307 [0.944444,0.75,0.857143,0.85,0.52,0.684211,0.545455,0.818182,0.863636,0.6] precision 0.730474 [0.904762,0.666667,0.666667,0.772727,0.65,0.944444,0.466667,0.714286,1,0.518519] predictive_accuracy 0.7 predictive_accuracy 0.725 predictive_accuracy 0.69 predictive_accuracy 0.7 predictive_accuracy 0.715 predictive_accuracy 0.655 predictive_accuracy 0.72 predictive_accuracy 0.715 predictive_accuracy 0.74 predictive_accuracy 0.72 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 0.7 [0.9,0.7,0.75,0.7,0.7,0.75,0.45,0.8,0.9,0.35] recall 0.725 [1,0.8,0.7,0.9,0.5,0.7,0.35,0.9,0.9,0.5] recall 0.69 [0.8,0.6,0.8,0.7,0.8,0.75,0.4,0.65,0.9,0.5] recall 0.7 [0.85,0.55,0.85,0.75,0.75,0.7,0.4,0.75,0.85,0.55] recall 0.715 [1,0.5,0.9,0.75,0.75,0.65,0.7,0.7,0.8,0.4] recall 0.655 [0.95,0.55,0.75,0.65,0.5,0.8,0.35,0.8,0.85,0.35] recall 0.72 [0.95,0.7,0.6,0.8,0.5,0.8,0.6,0.75,0.95,0.55] recall 0.715 [1,0.35,0.95,0.85,0.7,0.7,0.6,0.7,0.75,0.55] recall 0.74 [0.85,0.6,0.9,0.85,0.65,0.65,0.6,0.9,0.95,0.45] recall 0.72 [0.95,0.5,0.9,0.85,0.65,0.85,0.35,0.75,0.7,0.7] relative_absolute_error 0.333333 relative_absolute_error 0.305556 relative_absolute_error 0.344444 relative_absolute_error 0.333333 relative_absolute_error 0.316667 relative_absolute_error 0.383333 relative_absolute_error 0.311111 relative_absolute_error 0.316667 relative_absolute_error 0.288889 relative_absolute_error 0.311111 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 0.244949 root_mean_squared_error 0.234521 root_mean_squared_error 0.248998 root_mean_squared_error 0.244949 root_mean_squared_error 0.238747 root_mean_squared_error 0.262679 root_mean_squared_error 0.236643 root_mean_squared_error 0.238747 root_mean_squared_error 0.228035 root_mean_squared_error 0.236643 root_relative_squared_error 0.816497 root_relative_squared_error 0.781736 root_relative_squared_error 0.829993 root_relative_squared_error 0.816497 root_relative_squared_error 0.795822 root_relative_squared_error 0.875595 root_relative_squared_error 0.788811 root_relative_squared_error 0.795822 root_relative_squared_error 0.760117 root_relative_squared_error 0.788811 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 670 usercpu_time_millis 380 usercpu_time_millis 310 usercpu_time_millis 190 usercpu_time_millis 160 usercpu_time_millis 160 usercpu_time_millis 190 usercpu_time_millis 170 usercpu_time_millis 170 usercpu_time_millis 160 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_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 670 usercpu_time_millis_training 380 usercpu_time_millis_training 300 usercpu_time_millis_training 190 usercpu_time_millis_training 160 usercpu_time_millis_training 160 usercpu_time_millis_training 190 usercpu_time_millis_training 170 usercpu_time_millis_training 160 usercpu_time_millis_training 160