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Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6637, f_measure: 0.5977, kappa: 0.1931, kb_relative_information_score: 87.1967, mean_absolute_error: 0.4169, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.5975, predictive_accuracy: 0.598, prior_entropy: 0.9984, recall: 0.598, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.5019, root_relative_squared_error: 1.005, scimark_benchmark: 918.0213, usercpu_time_millis: 1140, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 990,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.8261, kappa: 0.6517, kb_relative_information_score: 242.9812, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8265, predictive_accuracy: 0.826, prior_entropy: 0.9984, recall: 0.826, relative_absolute_error: 0.5452, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7099, scimark_benchmark: 1323.4116, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.798, kappa: 0.5951, kb_relative_information_score: 265.4109, mean_absolute_error: 0.2433, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.798, predictive_accuracy: 0.798, prior_entropy: 0.9984, recall: 0.798, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3768, root_relative_squared_error: 0.7544, scimark_benchmark: 1342.6744,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.807, kappa: 0.6132, kb_relative_information_score: 145.9564, mean_absolute_error: 0.377, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8104, predictive_accuracy: 0.808, prior_entropy: 0.9984, recall: 0.808, relative_absolute_error: 0.7557, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.7981, scimark_benchmark: 1303.3869, usercpu_time_millis: 240, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 220,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1345.0202, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.8261, kappa: 0.6517, kb_relative_information_score: 242.9812, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8265, predictive_accuracy: 0.826, prior_entropy: 0.9984, recall: 0.826, relative_absolute_error: 0.5452, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7099, scimark_benchmark: 1371.9645, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1347.993, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.8041, kappa: 0.6082, kb_relative_information_score: 257.3169, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8055, predictive_accuracy: 0.804, prior_entropy: 0.9984, recall: 0.804, relative_absolute_error: 0.5036, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.736, scimark_benchmark: 938.0414, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1347.993, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1310.6554, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1332.7986, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1309.2287, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1339.2472, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6405, f_measure: 0.6417, kappa: 0.2814, kb_relative_information_score: 140.81, mean_absolute_error: 0.358, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6416, predictive_accuracy: 0.642, prior_entropy: 0.9984, recall: 0.642, relative_absolute_error: 0.7176, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.5983, root_relative_squared_error: 1.198, scimark_benchmark: 1313.5633, usercpu_time_millis: 280, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 140,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6637, f_measure: 0.5977, kappa: 0.1931, kb_relative_information_score: 87.1967, mean_absolute_error: 0.4169, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.5975, predictive_accuracy: 0.598, prior_entropy: 0.9984, recall: 0.598, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.5019, root_relative_squared_error: 1.005, scimark_benchmark: 1345.6844, usercpu_time_millis: 720, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 640,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 908.2231, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1336.0954, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.8041, kappa: 0.6082, kb_relative_information_score: 257.3169, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8055, predictive_accuracy: 0.804, prior_entropy: 0.9984, recall: 0.804, relative_absolute_error: 0.5036, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.736, scimark_benchmark: 1336.0954, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.8261, kappa: 0.6517, kb_relative_information_score: 242.9812, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8265, predictive_accuracy: 0.826, prior_entropy: 0.9984, recall: 0.826, relative_absolute_error: 0.5452, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7099, scimark_benchmark: 1339.2472, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.807, kappa: 0.6132, kb_relative_information_score: 145.9564, mean_absolute_error: 0.377, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8104, predictive_accuracy: 0.808, prior_entropy: 0.9984, recall: 0.808, relative_absolute_error: 0.7557, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.7981, scimark_benchmark: 1296.8947, usercpu_time_millis: 250, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 240,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.798, kappa: 0.5951, kb_relative_information_score: 265.4109, mean_absolute_error: 0.2433, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.798, predictive_accuracy: 0.798, prior_entropy: 0.9984, recall: 0.798, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3768, root_relative_squared_error: 0.7544, scimark_benchmark: 1322.3407, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1303.5632, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1325.8468, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.8041, kappa: 0.6082, kb_relative_information_score: 257.3169, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8055, predictive_accuracy: 0.804, prior_entropy: 0.9984, recall: 0.804, relative_absolute_error: 0.5036, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.736, scimark_benchmark: 1346.2927, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1333.0982, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1324.7884, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8679, kappa: 0.735, kb_relative_information_score: 289.3099, mean_absolute_error: 0.2266, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8682, predictive_accuracy: 0.868, prior_entropy: 0.9984, recall: 0.868, relative_absolute_error: 0.4543, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.6442, scimark_benchmark: 1318.4315, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1332.9478, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1346.2927, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8679, kappa: 0.735, kb_relative_information_score: 289.3099, mean_absolute_error: 0.2266, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8682, predictive_accuracy: 0.868, prior_entropy: 0.9984, recall: 0.868, relative_absolute_error: 0.4543, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.6442, scimark_benchmark: 1324.7884, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.8261, kappa: 0.6517, kb_relative_information_score: 242.9812, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8265, predictive_accuracy: 0.826, prior_entropy: 0.9984, recall: 0.826, relative_absolute_error: 0.5452, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7099, scimark_benchmark: 1314.9949, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1322.5413, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8679, kappa: 0.735, kb_relative_information_score: 289.3099, mean_absolute_error: 0.2266, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8682, predictive_accuracy: 0.868, prior_entropy: 0.9984, recall: 0.868, relative_absolute_error: 0.4543, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.6442, scimark_benchmark: 1340.9749, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1333.202, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1338.5214, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1340.9749, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1317.5857, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.798, kappa: 0.5951, kb_relative_information_score: 265.4109, mean_absolute_error: 0.2433, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.798, predictive_accuracy: 0.798, prior_entropy: 0.9984, recall: 0.798, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3768, root_relative_squared_error: 0.7544, scimark_benchmark: 901.8743, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.807, kappa: 0.6132, kb_relative_information_score: 145.9564, mean_absolute_error: 0.377, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8104, predictive_accuracy: 0.808, prior_entropy: 0.9984, recall: 0.808, relative_absolute_error: 0.7557, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.7981, scimark_benchmark: 879.4299, usercpu_time_millis: 360, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 340,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1324.6442, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8679, kappa: 0.735, kb_relative_information_score: 289.3099, mean_absolute_error: 0.2266, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8682, predictive_accuracy: 0.868, prior_entropy: 0.9984, recall: 0.868, relative_absolute_error: 0.4543, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.6442, scimark_benchmark: 1317.5857, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 1324.6442, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.8041, kappa: 0.6082, kb_relative_information_score: 257.3169, mean_absolute_error: 0.2512, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8055, predictive_accuracy: 0.804, prior_entropy: 0.9984, recall: 0.804, relative_absolute_error: 0.5036, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.736, scimark_benchmark: 1324.6442, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Random Bot 9 years ago
ran flow classif.randomForest(54) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8721, f_measure: 0.8736, kappa: 0.7466, kb_relative_information_score: 373.5769, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8753, predictive_accuracy: 0.874, prior_entropy: 0.9984, recall: 0.874, relative_absolute_error: 0.2526, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.355, root_relative_squared_error: 0.7107,
Martijn Post 9 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8263, f_measure: 0.8128, kappa: 0.625, kb_relative_information_score: 264.7058, mean_absolute_error: 0.2475, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8173, predictive_accuracy: 0.814, prior_entropy: 0.9984, recall: 0.814, relative_absolute_error: 0.4961, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.7913, scimark_benchmark: 1779.392, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
Martijn Post 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4936, f_measure: 0.3603, kb_relative_information_score: -0.0241, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.2746, predictive_accuracy: 0.524, prior_entropy: 0.9984, recall: 0.524, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4994, root_relative_squared_error: 1, scimark_benchmark: 1838.8826,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.84, kappa: 0.6791, kb_relative_information_score: 302.9628, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.84, predictive_accuracy: 0.84, prior_entropy: 0.9984, recall: 0.84, relative_absolute_error: 0.4139, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3552, root_relative_squared_error: 0.7112, scimark_benchmark: 1779.392,
William Raynaut 7 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4936, f_measure: 0.3603, kb_relative_information_score: -0.0241, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.2746, predictive_accuracy: 0.524, prior_entropy: 0.9984, recall: 0.524, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4994, root_relative_squared_error: 1,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_SGD(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.647, f_measure: 0.6485, kappa: 0.2953, kb_relative_information_score: 148.8365, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6497, predictive_accuracy: 0.65, prior_entropy: 0.9984, recall: 0.65, relative_absolute_error: 0.7016, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.5916, root_relative_squared_error: 1.1846, scimark_benchmark: 1779.392, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6887, f_measure: 0.6445, kappa: 0.2872, kb_relative_information_score: 92.7604, mean_absolute_error: 0.416, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6457, predictive_accuracy: 0.646, prior_entropy: 0.9984, recall: 0.646, relative_absolute_error: 0.834, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4822, root_relative_squared_error: 0.9654,
William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.803, f_measure: 0.8161, kappa: 0.6314, kb_relative_information_score: 308.146, mean_absolute_error: 0.1936, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8162, predictive_accuracy: 0.816, prior_entropy: 0.9984, recall: 0.816, relative_absolute_error: 0.388, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.8424,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7677, f_measure: 0.7338, kappa: 0.4661, kb_relative_information_score: 147.379, mean_absolute_error: 0.3633, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.7338, predictive_accuracy: 0.734, prior_entropy: 0.9984, recall: 0.734, relative_absolute_error: 0.7283, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.8968,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6835, f_measure: 0.6674, kappa: 0.3329, kb_relative_information_score: 77.2535, mean_absolute_error: 0.4341, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6676, predictive_accuracy: 0.668, prior_entropy: 0.9984, recall: 0.668, relative_absolute_error: 0.8702, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4797, root_relative_squared_error: 0.9606, scimark_benchmark: 1732.2066,
William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.8289, kappa: 0.6573, kb_relative_information_score: 165.945, mean_absolute_error: 0.3589, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8336, predictive_accuracy: 0.83, prior_entropy: 0.9984, recall: 0.83, relative_absolute_error: 0.7195, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3859, root_relative_squared_error: 0.7726,
Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6887, f_measure: 0.6445, kappa: 0.2872, kb_relative_information_score: 92.7604, mean_absolute_error: 0.416, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6457, predictive_accuracy: 0.646, prior_entropy: 0.9984, recall: 0.646, relative_absolute_error: 0.834, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4822, root_relative_squared_error: 0.9654, scimark_benchmark: 1838.8826, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
Martijn Post 9 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.807, kappa: 0.6132, kb_relative_information_score: 145.9564, mean_absolute_error: 0.377, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8104, predictive_accuracy: 0.808, prior_entropy: 0.9984, recall: 0.808, relative_absolute_error: 0.7557, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.7981, scimark_benchmark: 1838.8826, usercpu_time_millis: 187.2012, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 171.6011,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8553, kappa: 0.71, kb_relative_information_score: 301.2734, mean_absolute_error: 0.2098, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8587, predictive_accuracy: 0.856, prior_entropy: 0.9984, recall: 0.856, relative_absolute_error: 0.4205, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.6504,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.8219, kappa: 0.6428, kb_relative_information_score: 285.6148, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.822, predictive_accuracy: 0.822, prior_entropy: 0.9984, recall: 0.822, relative_absolute_error: 0.4375, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.721,
Random Bot 9 years ago
ran flow classif.boosting(8) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8457, f_measure: 0.846, kappa: 0.6913, kb_relative_information_score: 345.4843, mean_absolute_error: 0.154, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.846, predictive_accuracy: 0.846, prior_entropy: 0.9984, recall: 0.846, relative_absolute_error: 0.3087, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3924, root_relative_squared_error: 0.7858,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.898, kappa: 0.7956, kb_relative_information_score: 351.7907, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8981, predictive_accuracy: 0.898, prior_entropy: 0.9984, recall: 0.898, relative_absolute_error: 0.3125, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.2824, root_relative_squared_error: 0.5655,
Martijn Post 9 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6353, f_measure: 0.631, kappa: 0.2749, kb_relative_information_score: 142.8166, mean_absolute_error: 0.356, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6555, predictive_accuracy: 0.644, prior_entropy: 0.9984, recall: 0.644, relative_absolute_error: 0.7136, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.5967, root_relative_squared_error: 1.1947, scimark_benchmark: 1779.392, usercpu_time_millis: 46.8003, usercpu_time_millis_training: 46.8003,
Random Bot 9 years ago
ran flow classif.svm(8) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3603, kb_relative_information_score: 22.42, mean_absolute_error: 0.476, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.2746, predictive_accuracy: 0.524, prior_entropy: 0.9984, recall: 0.524, relative_absolute_error: 0.9542, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6899, root_relative_squared_error: 1.3814,
Random Bot 9 years ago
ran flow classif.svm(9) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6201, f_measure: 0.6213, kappa: 0.2416, kb_relative_information_score: 122.7505, mean_absolute_error: 0.376, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6237, predictive_accuracy: 0.624, prior_entropy: 0.9984, recall: 0.624, relative_absolute_error: 0.7537, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6132, root_relative_squared_error: 1.2278,
Random Bot 9 years ago
ran flow classif.IBk(10) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6046, f_measure: 0.602, kappa: 0.2119, kb_relative_information_score: 110.7109, mean_absolute_error: 0.388, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6156, predictive_accuracy: 0.612, prior_entropy: 0.9984, recall: 0.612, relative_absolute_error: 0.7778, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6229, root_relative_squared_error: 1.2472,
Martijn Post 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6887, f_measure: 0.6445, kappa: 0.2872, kb_relative_information_score: 92.714, mean_absolute_error: 0.4161, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6457, predictive_accuracy: 0.646, prior_entropy: 0.9984, recall: 0.646, relative_absolute_error: 0.8341, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4822, root_relative_squared_error: 0.9655, scimark_benchmark: 1732.2066, usercpu_time_millis: 31.2002, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 15.6001,
Joaquin Vanschoren 9 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6637, f_measure: 0.5977, kappa: 0.1931, kb_relative_information_score: 87.1967, mean_absolute_error: 0.4169, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.5975, predictive_accuracy: 0.598, prior_entropy: 0.9984, recall: 0.598, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.5019, root_relative_squared_error: 1.005, scimark_benchmark: 942.2392,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 259.8944, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8033, predictive_accuracy: 0.802, prior_entropy: 0.9984, recall: 0.802, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7318, scimark_benchmark: 905.2959,
Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8679, kappa: 0.735, kb_relative_information_score: 289.3099, mean_absolute_error: 0.2266, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8682, predictive_accuracy: 0.868, prior_entropy: 0.9984, recall: 0.868, relative_absolute_error: 0.4543, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.6442, scimark_benchmark: 934.695,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7113, f_measure: 0.6735, kappa: 0.3451, kb_relative_information_score: 91.4564, mean_absolute_error: 0.4198, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6736, predictive_accuracy: 0.674, prior_entropy: 0.9984, recall: 0.674, relative_absolute_error: 0.8416, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4711, root_relative_squared_error: 0.9433,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6511, f_measure: 0.6078, kappa: 0.2136, kb_relative_information_score: 81.349, mean_absolute_error: 0.4252, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6077, predictive_accuracy: 0.608, prior_entropy: 0.9984, recall: 0.608, relative_absolute_error: 0.8524, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.5072, root_relative_squared_error: 1.0156,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6615, f_measure: 0.663, kappa: 0.3241, kb_relative_information_score: 162.8827, mean_absolute_error: 0.336, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6637, predictive_accuracy: 0.664, prior_entropy: 0.9984, recall: 0.664, relative_absolute_error: 0.6735, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.5797, root_relative_squared_error: 1.1606,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7155, f_measure: 0.7161, kappa: 0.4309, kb_relative_information_score: 215.0546, mean_absolute_error: 0.284, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.7161, predictive_accuracy: 0.716, prior_entropy: 0.9984, recall: 0.716, relative_absolute_error: 0.5693, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.5329, root_relative_squared_error: 1.0671,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.791, f_measure: 0.7031, kappa: 0.4046, kb_relative_information_score: 193.9968, mean_absolute_error: 0.3088, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.704, predictive_accuracy: 0.704, prior_entropy: 0.9984, recall: 0.704, relative_absolute_error: 0.619, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.464, root_relative_squared_error: 0.929,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, f_measure: 0.6493, kappa: 0.2966, kb_relative_information_score: 88.6739, mean_absolute_error: 0.4202, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6495, predictive_accuracy: 0.65, prior_entropy: 0.9984, recall: 0.65, relative_absolute_error: 0.8424, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4814, root_relative_squared_error: 0.964,
William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.807, kappa: 0.6132, kb_relative_information_score: 145.9564, mean_absolute_error: 0.377, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8104, predictive_accuracy: 0.808, prior_entropy: 0.9984, recall: 0.808, relative_absolute_error: 0.7557, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.7981,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.803, f_measure: 0.8161, kappa: 0.6314, kb_relative_information_score: 308.146, mean_absolute_error: 0.1936, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8162, predictive_accuracy: 0.816, prior_entropy: 0.9984, recall: 0.816, relative_absolute_error: 0.388, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.8424,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6394, f_measure: 0.6401, kappa: 0.2786, kb_relative_information_score: 138.8034, mean_absolute_error: 0.36, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6401, predictive_accuracy: 0.64, prior_entropy: 0.9984, recall: 0.64, relative_absolute_error: 0.7217, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6, root_relative_squared_error: 1.2014,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.761, f_measure: 0.7628, kappa: 0.5245, kb_relative_information_score: 263.2133, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.7657, predictive_accuracy: 0.764, prior_entropy: 0.9984, recall: 0.764, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4858, root_relative_squared_error: 0.9727, usercpu_time_millis: 17.72, usercpu_time_millis_testing: 1.702, usercpu_time_millis_training: 16.018,
Rafael Gomes Mantovani 9 years ago
ran flow classif.hdrda(2) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6184, f_measure: 0.6196, kappa: 0.2371, kb_relative_information_score: 118.7373, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6195, predictive_accuracy: 0.62, prior_entropy: 0.9984, recall: 0.62, relative_absolute_error: 0.7617, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6164, root_relative_squared_error: 1.2343, usercpu_time_millis: 0.6, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.566,
Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(2) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5727, f_measure: 0.5739, kappa: 0.1455, kb_relative_information_score: 72.5852, mean_absolute_error: 0.426, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.5738, predictive_accuracy: 0.574, prior_entropy: 0.9984, recall: 0.574, relative_absolute_error: 0.854, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6527, root_relative_squared_error: 1.3069, usercpu_time_millis: 0.243, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 0.013,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(1) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6277, f_measure: 0.6291, kappa: 0.2561, kb_relative_information_score: 128.7704, mean_absolute_error: 0.37, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6294, predictive_accuracy: 0.63, prior_entropy: 0.9984, recall: 0.63, relative_absolute_error: 0.7417, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6083, root_relative_squared_error: 1.218, usercpu_time_millis: 1.655, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 1.6,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lqa(5) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6235, f_measure: 0.625, kappa: 0.2478, kb_relative_information_score: 124.7571, mean_absolute_error: 0.374, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6254, predictive_accuracy: 0.626, prior_entropy: 0.9984, recall: 0.626, relative_absolute_error: 0.7497, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6116, root_relative_squared_error: 1.2245, usercpu_time_millis: 1.401, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 1.39,
Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.643, f_measure: 0.6445, kappa: 0.2872, kb_relative_information_score: 144.8232, mean_absolute_error: 0.354, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6457, predictive_accuracy: 0.646, prior_entropy: 0.9984, recall: 0.646, relative_absolute_error: 0.7096, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.595, root_relative_squared_error: 1.1913, usercpu_time_millis: 1.145, usercpu_time_millis_testing: 0.823, usercpu_time_millis_training: 0.322,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5901, f_measure: 0.5902, kappa: 0.1798, kb_relative_information_score: 88.6381, mean_absolute_error: 0.41, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.591, predictive_accuracy: 0.59, prior_entropy: 0.9984, recall: 0.59, relative_absolute_error: 0.8219, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6403, root_relative_squared_error: 1.2821, usercpu_time_millis: 0.914, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.858,
Rafael Gomes Mantovani 9 years ago
ran flow classif.plr(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6266, f_measure: 0.6277, kappa: 0.2534, kb_relative_information_score: 126.7637, mean_absolute_error: 0.372, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6276, predictive_accuracy: 0.628, prior_entropy: 0.9984, recall: 0.628, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6099, root_relative_squared_error: 1.2212, usercpu_time_millis: 0.524, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.482,
Rafael Gomes Mantovani 9 years ago
ran flow classif.plsdaCaret(5) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6315, f_measure: 0.633, kappa: 0.2639, kb_relative_information_score: 132.7836, mean_absolute_error: 0.366, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6334, predictive_accuracy: 0.634, prior_entropy: 0.9984, recall: 0.634, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.605, root_relative_squared_error: 1.2114, usercpu_time_millis: 0.34, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.326,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nodeHarvest(3) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8171, f_measure: 0.8179, kappa: 0.6348, kb_relative_information_score: 317.3918, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.818, predictive_accuracy: 0.818, prior_entropy: 0.9984, recall: 0.818, relative_absolute_error: 0.3648, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4266, root_relative_squared_error: 0.8542, usercpu_time_millis: 45.319, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 45.223,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(38) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8476, f_measure: 0.8494, kappa: 0.6981, kb_relative_information_score: 349.4976, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8519, predictive_accuracy: 0.85, prior_entropy: 0.9984, recall: 0.85, relative_absolute_error: 0.3007, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7755, usercpu_time_millis: 0.261, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.21,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(5) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8314, f_measure: 0.8333, kappa: 0.6658, kb_relative_information_score: 333.4447, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8361, predictive_accuracy: 0.834, prior_entropy: 0.9984, recall: 0.834, relative_absolute_error: 0.3328, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4074, root_relative_squared_error: 0.8158, usercpu_time_millis: 35.373, usercpu_time_millis_testing: 2.721, usercpu_time_millis_training: 32.652,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8379, f_measure: 0.838, kappa: 0.6754, kb_relative_information_score: 337.4579, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8381, predictive_accuracy: 0.838, prior_entropy: 0.9984, recall: 0.838, relative_absolute_error: 0.3247, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.8059, usercpu_time_millis: 1.846, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 1.672,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6258, f_measure: 0.6272, kappa: 0.2523, kb_relative_information_score: 126.7637, mean_absolute_error: 0.372, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6274, predictive_accuracy: 0.628, prior_entropy: 0.9984, recall: 0.628, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6099, root_relative_squared_error: 1.2212, usercpu_time_millis: 0.05, usercpu_time_millis_testing: 0.007, usercpu_time_millis_training: 0.043,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6184, f_measure: 0.6196, kappa: 0.2371, kb_relative_information_score: 118.7373, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6195, predictive_accuracy: 0.62, prior_entropy: 0.9984, recall: 0.62, relative_absolute_error: 0.7617, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6164, root_relative_squared_error: 1.2343, usercpu_time_millis: 0.396, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.344,
Rafael Gomes Mantovani 9 years ago
ran flow classif.logreg(7) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6266, f_measure: 0.6277, kappa: 0.2534, kb_relative_information_score: 126.7637, mean_absolute_error: 0.372, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6276, predictive_accuracy: 0.628, prior_entropy: 0.9984, recall: 0.628, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6099, root_relative_squared_error: 1.2212, usercpu_time_millis: 0.557, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.516,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mlp(5) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.597, f_measure: 0.598, kappa: 0.194, kb_relative_information_score: 96.6646, mean_absolute_error: 0.402, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.5979, predictive_accuracy: 0.598, prior_entropy: 0.9984, recall: 0.598, relative_absolute_error: 0.8058, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.634, root_relative_squared_error: 1.2695, usercpu_time_millis: 16.608, usercpu_time_millis_testing: 1.624, usercpu_time_millis_training: 14.984,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.87, kappa: 0.7392, kb_relative_information_score: 369.5637, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.87, predictive_accuracy: 0.87, prior_entropy: 0.9984, recall: 0.87, relative_absolute_error: 0.2606, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3606, root_relative_squared_error: 0.7219, usercpu_time_millis: 245.533, usercpu_time_millis_testing: 6.196, usercpu_time_millis_training: 239.337,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7644, f_measure: 0.7656, kappa: 0.5299, kb_relative_information_score: 265.2199, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.766, predictive_accuracy: 0.766, prior_entropy: 0.9984, recall: 0.766, relative_absolute_error: 0.4691, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4837, root_relative_squared_error: 0.9686, usercpu_time_millis: 1.174, usercpu_time_millis_testing: 0.437, usercpu_time_millis_training: 0.737,
Rafael Gomes Mantovani 9 years ago
ran flow classif.pamr(3) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.595, f_measure: 0.5831, kappa: 0.1939, kb_relative_information_score: 104.691, mean_absolute_error: 0.394, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6198, predictive_accuracy: 0.606, prior_entropy: 0.9984, recall: 0.606, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6277, root_relative_squared_error: 1.2568, usercpu_time_millis: 0.723, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.71,
Rafael Gomes Mantovani 9 years ago
ran flow classif.qda(2) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5273, f_measure: 0.5287, kappa: 0.0547, kb_relative_information_score: 28.4398, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.5286, predictive_accuracy: 0.53, prior_entropy: 0.9984, recall: 0.53, relative_absolute_error: 0.9422, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.6856, root_relative_squared_error: 1.3727, usercpu_time_millis: 0.352, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.307,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(42) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8276, f_measure: 0.8294, kappa: 0.6578, kb_relative_information_score: 329.4315, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8317, predictive_accuracy: 0.83, prior_entropy: 0.9984, recall: 0.83, relative_absolute_error: 0.3408, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8256, usercpu_time_millis: 6.893, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 6.812,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rda(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.642, f_measure: 0.6434, kappa: 0.2847, kb_relative_information_score: 142.8166, mean_absolute_error: 0.356, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.6435, predictive_accuracy: 0.644, prior_entropy: 0.9984, recall: 0.644, relative_absolute_error: 0.7136, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.5967, root_relative_squared_error: 1.1947, usercpu_time_millis: 11.602, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 11.516,