579813 1 Jan van Rijn 14 Supervised Classification 3984 weka.AttributeSelectedClassifier_MultiBoostAB_REPTree(1) 6293 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 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 3984 S weka.attributeSelection.BestFirst -D 1 -N 5 3984 W weka.classifiers.meta.MultiBoostAB 3984 C 3 3985 P 100 3985 S 1 3985 I 10 3985 W weka.classifiers.trees.REPTree 3985 study_70 weka weka_3.7.13 14 mfeat-fourier https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff -1 2002031 description https://api.openml.org/data/download/2002031/weka_generated_run1742783345017326385.xml -1 2002033 model_readable https://api.openml.org/data/download/2002033/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier6225046749088129090.model -1 2002032 model_serialized https://api.openml.org/data/download/2002032/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier3328738064772051113.model -1 2002034 predictions https://api.openml.org/data/download/2002034/weka_generated_predictions2738741189865629561.arff area_under_roc_curve 0.97032 [0.997861,0.945846,0.986606,0.986197,0.959519,0.990892,0.932275,0.986129,0.990914,0.926965] average_cost 0 f_measure 0.811174 [0.975124,0.745592,0.932668,0.879177,0.780362,0.898477,0.550239,0.885246,0.941772,0.523077] kappa 0.79 kb_relative_information_score 1616.664753 mean_absolute_error 0.040165 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 0.812734 [0.970297,0.751269,0.930348,0.904762,0.807487,0.912371,0.527523,0.832599,0.953846,0.536842] predictive_accuracy 0.811 prior_entropy 3.321928 recall 0.811 [0.98,0.74,0.935,0.855,0.755,0.885,0.575,0.945,0.93,0.51] relative_absolute_error 0.223139 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.18138 root_relative_squared_error 0.604601 scimark_benchmark 1380.422 [799.3770405647658, 953.9381317796663, 570.8356193762808, 1140.9967284778718, 3436.9624790571006] total_cost 0 usercpu_time_millis 2040 usercpu_time_millis_testing 10 usercpu_time_millis_training 2030 area_under_roc_curve 0.964 [1,0.964028,0.98,0.969306,0.958333,0.998611,0.935,0.982222,0.972917,0.879583] area_under_roc_curve 0.967264 [0.999722,0.960278,0.976111,0.971667,0.918472,0.986944,0.937361,0.988611,0.997778,0.935694] area_under_roc_curve 0.968375 [1,0.921111,0.999444,0.97625,0.981944,0.993611,0.924167,0.959167,1,0.928056] area_under_roc_curve 0.978889 [0.983889,0.953472,0.973472,0.998333,0.986389,0.989167,0.966944,0.996667,0.995833,0.944722] area_under_roc_curve 0.976931 [1,0.951111,0.991944,0.993611,0.989167,0.995278,0.934722,0.975417,1,0.938056] area_under_roc_curve 0.978083 [1,0.950833,0.999167,0.987778,0.965278,0.989444,0.946667,0.994167,0.988333,0.959167] area_under_roc_curve 0.965486 [0.999722,0.94875,0.959028,0.997222,0.945972,0.991944,0.935694,0.984167,1,0.892361] area_under_roc_curve 0.972889 [0.993889,0.934028,1,0.995,0.959583,0.998056,0.92625,0.993472,0.974444,0.954167] area_under_roc_curve 0.970444 [1,0.935972,1,0.995,0.97,0.970972,0.921111,0.995833,1,0.915556] area_under_roc_curve 0.962097 [1,0.939444,0.992361,0.981667,0.925694,0.999722,0.895833,0.993194,0.9775,0.915556] 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 0.815822 [0.97561,0.790698,0.9,0.918919,0.755556,0.947368,0.595745,0.842105,0.947368,0.484848] f_measure 0.810919 [0.974359,0.829268,0.894737,0.864865,0.722222,0.837209,0.526316,0.863636,0.974359,0.622222] f_measure 0.810895 [1,0.7,0.947368,0.777778,0.818182,0.842105,0.578947,0.878049,0.97561,0.590909] f_measure 0.828272 [0.95,0.756757,0.926829,0.904762,0.826087,0.888889,0.615385,0.926829,0.923077,0.564103] f_measure 0.817228 [1,0.648649,0.947368,0.904762,0.789474,0.95,0.540541,0.844444,0.97561,0.571429] f_measure 0.799967 [1,0.717949,0.952381,0.8,0.666667,0.857143,0.526316,0.952381,0.926829,0.6] f_measure 0.793286 [0.974359,0.727273,0.947368,0.9,0.823529,0.878049,0.588235,0.818182,1,0.275862] f_measure 0.825032 [0.95,0.75,0.97561,0.864865,0.789474,0.894737,0.651163,0.909091,0.85,0.615385] f_measure 0.812159 [0.97561,0.764706,0.952381,0.952381,0.810811,0.923077,0.465116,0.909091,1,0.368421] f_measure 0.783967 [0.952381,0.761905,0.883721,0.888889,0.787879,0.974359,0.409091,0.909091,0.833333,0.439024] kappa 0.794444 kappa 0.788889 kappa 0.788889 kappa 0.811111 kappa 0.8 kappa 0.783333 kappa 0.777778 kappa 0.805556 kappa 0.794444 kappa 0.755556 kb_relative_information_score 162.263142 kb_relative_information_score 161.415826 kb_relative_information_score 160.524095 kb_relative_information_score 166.694971 kb_relative_information_score 162.475021 kb_relative_information_score 161.334755 kb_relative_information_score 159.881271 kb_relative_information_score 163.941198 kb_relative_information_score 162.014652 kb_relative_information_score 156.119822 mean_absolute_error 0.041018 mean_absolute_error 0.040051 mean_absolute_error 0.042158 mean_absolute_error 0.037234 mean_absolute_error 0.038586 mean_absolute_error 0.039577 mean_absolute_error 0.042249 mean_absolute_error 0.037856 mean_absolute_error 0.038273 mean_absolute_error 0.044647 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 0.82943 [0.952381,0.73913,0.9,1,0.68,1,0.518519,0.888889,1,0.615385] precision 0.819748 [1,0.809524,0.944444,0.941176,0.8125,0.782609,0.555556,0.791667,1,0.56] precision 0.817619 [1,0.7,1,0.875,0.75,0.888889,0.611111,0.857143,0.952381,0.541667] precision 0.833535 [0.95,0.823529,0.904762,0.863636,0.730769,1,0.631579,0.904762,0.947368,0.578947] precision 0.819892 [1,0.705882,1,0.863636,0.833333,0.95,0.588235,0.76,0.952381,0.545455] precision 0.798352 [1,0.736842,0.909091,0.8,0.75,0.818182,0.555556,0.909091,0.904762,0.6] precision 0.810212 [1,0.666667,1,0.9,1,0.857143,0.483871,0.75,1,0.444444] precision 0.829494 [0.95,0.75,0.952381,0.941176,0.833333,0.944444,0.608696,0.833333,0.85,0.631579] precision 0.818586 [0.952381,0.928571,0.909091,0.909091,0.882353,0.947368,0.434783,0.833333,1,0.388889] precision 0.803686 [0.909091,0.727273,0.826087,1,1,1,0.375,0.833333,0.9375,0.428571] predictive_accuracy 0.815 predictive_accuracy 0.81 predictive_accuracy 0.81 predictive_accuracy 0.83 predictive_accuracy 0.82 predictive_accuracy 0.805 predictive_accuracy 0.8 predictive_accuracy 0.825 predictive_accuracy 0.815 predictive_accuracy 0.78 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 0.815 [1,0.85,0.9,0.85,0.85,0.9,0.7,0.8,0.9,0.4] recall 0.81 [0.95,0.85,0.85,0.8,0.65,0.9,0.5,0.95,0.95,0.7] recall 0.81 [1,0.7,0.9,0.7,0.9,0.8,0.55,0.9,1,0.65] recall 0.83 [0.95,0.7,0.95,0.95,0.95,0.8,0.6,0.95,0.9,0.55] recall 0.82 [1,0.6,0.9,0.95,0.75,0.95,0.5,0.95,1,0.6] recall 0.805 [1,0.7,1,0.8,0.6,0.9,0.5,1,0.95,0.6] recall 0.8 [0.95,0.8,0.9,0.9,0.7,0.9,0.75,0.9,1,0.2] recall 0.825 [0.95,0.75,1,0.8,0.75,0.85,0.7,1,0.85,0.6] recall 0.815 [1,0.65,1,1,0.75,0.9,0.5,1,1,0.35] recall 0.78 [1,0.8,0.95,0.8,0.65,0.95,0.45,1,0.75,0.45] relative_absolute_error 0.22788 relative_absolute_error 0.222506 relative_absolute_error 0.234213 relative_absolute_error 0.206854 relative_absolute_error 0.214368 relative_absolute_error 0.219872 relative_absolute_error 0.234714 relative_absolute_error 0.210312 relative_absolute_error 0.21263 relative_absolute_error 0.248041 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 0.18045 root_mean_squared_error 0.183995 root_mean_squared_error 0.182297 root_mean_squared_error 0.165911 root_mean_squared_error 0.18043 root_mean_squared_error 0.182172 root_mean_squared_error 0.184838 root_mean_squared_error 0.175842 root_mean_squared_error 0.181609 root_mean_squared_error 0.194945 root_relative_squared_error 0.6015 root_relative_squared_error 0.613318 root_relative_squared_error 0.607658 root_relative_squared_error 0.553036 root_relative_squared_error 0.601433 root_relative_squared_error 0.607239 root_relative_squared_error 0.616127 root_relative_squared_error 0.58614 root_relative_squared_error 0.605364 root_relative_squared_error 0.649818 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 2960 usercpu_time_millis 2270 usercpu_time_millis 1990 usercpu_time_millis 2140 usercpu_time_millis 1940 usercpu_time_millis 2000 usercpu_time_millis 1970 usercpu_time_millis 1960 usercpu_time_millis 1820 usercpu_time_millis 1850 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 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 2950 usercpu_time_millis_training 2270 usercpu_time_millis_training 1990 usercpu_time_millis_training 2140 usercpu_time_millis_training 1930 usercpu_time_millis_training 2000 usercpu_time_millis_training 1970 usercpu_time_millis_training 1960 usercpu_time_millis_training 1810 usercpu_time_millis_training 1840