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Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.9576, kappa: 0.5774, kb_relative_information_score: 276.7081, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9569, predictive_accuracy: 0.9612, prior_entropy: 0.3425, recall: 0.9612, relative_absolute_error: 0.4845, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.7359, scimark_benchmark: 931.7468, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_PolyKernel(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7141, f_measure: 0.9461, kappa: 0.4975, kb_relative_information_score: 309.3635, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9455, predictive_accuracy: 0.9468, prior_entropy: 0.3425, recall: 0.9468, relative_absolute_error: 0.4774, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.8931, scimark_benchmark: 899.6328, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.LMT(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8503, f_measure: 0.9529, kappa: 0.5195, kb_relative_information_score: -1253.3434, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9527, predictive_accuracy: 0.9583, prior_entropy: 0.3425, recall: 0.9583, relative_absolute_error: 0.9589, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.8428, scimark_benchmark: 946.8777, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.J48graft(1) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6673, f_measure: 0.9304, kappa: 0.3208, kb_relative_information_score: 240.0928, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.927, predictive_accuracy: 0.9345, prior_entropy: 0.3425, recall: 0.9345, relative_absolute_error: 0.5868, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2447, root_relative_squared_error: 1.0504, scimark_benchmark: 926.8585, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.HoeffdingTree(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7417, f_measure: 0.9388, kappa: 0.415, kb_relative_information_score: 101.4416, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9369, predictive_accuracy: 0.941, prior_entropy: 0.3425, recall: 0.941, relative_absolute_error: 0.6961, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.967, scimark_benchmark: 890.5596,
Joaquin Vanschoren 10 years ago
ran flow weka.ConjunctiveRule(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6007, f_measure: 0.9215, kappa: 0.1667, kb_relative_information_score: -56.0754, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9137, predictive_accuracy: 0.9345, prior_entropy: 0.3425, recall: 0.9345, relative_absolute_error: 0.9037, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2343, root_relative_squared_error: 1.0054, scimark_benchmark: 936.5648,
Joaquin Vanschoren 10 years ago
ran flow weka.IB1(1) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8049, f_measure: 0.9629, kappa: 0.6477, kb_relative_information_score: 697.8458, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9621, predictive_accuracy: 0.964, prior_entropy: 0.3425, recall: 0.964, relative_absolute_error: 0.3154, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.8141, scimark_benchmark: 890.5596, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.CHIRP(1) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7216, f_measure: 0.9568, kappa: 0.5577, kb_relative_information_score: 662.2381, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9577, predictive_accuracy: 0.9619, prior_entropy: 0.3425, recall: 0.9619, relative_absolute_error: 0.3344, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.8381, scimark_benchmark: 946.6409, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Standardize_NaiveBayes(1) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8089, f_measure: 0.9533, kappa: 0.6053, kb_relative_information_score: 364.6696, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9591, predictive_accuracy: 0.9496, prior_entropy: 0.3425, recall: 0.9496, relative_absolute_error: 0.442, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.8727, scimark_benchmark: 944.5341,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 946.6409,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 936.5648,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 935.5743,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 945.988,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.9396, kappa: 0.4639, kb_relative_information_score: 297.5457, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9422, predictive_accuracy: 0.9374, prior_entropy: 0.3425, recall: 0.9374, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9586, scimark_benchmark: 946.6409,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 946.8777, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 946.8777, 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 physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 936.5648,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 935.5743,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 946.6409, 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 physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 945.988,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 946.6409,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 946.6409, 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 physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 935.5743,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.9396, kappa: 0.4639, kb_relative_information_score: 297.5457, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9422, predictive_accuracy: 0.9374, prior_entropy: 0.3425, recall: 0.9374, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9586, scimark_benchmark: 946.6409,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 946.8777,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.9396, kappa: 0.4639, kb_relative_information_score: 297.5457, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9422, predictive_accuracy: 0.9374, prior_entropy: 0.3425, recall: 0.9374, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9586, scimark_benchmark: 936.5648,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 935.5743, 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 physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 946.8777,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 936.5648,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 946.8777,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.9396, kappa: 0.4639, kb_relative_information_score: 297.5457, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9422, predictive_accuracy: 0.9374, prior_entropy: 0.3425, recall: 0.9374, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9586, scimark_benchmark: 945.988,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.9396, kappa: 0.4639, kb_relative_information_score: 297.5457, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9422, predictive_accuracy: 0.9374, prior_entropy: 0.3425, recall: 0.9374, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9586, scimark_benchmark: 935.5743,
Joaquin Vanschoren 10 years ago
ran flow weka.RBFClassifier(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9666, kappa: 0.6534, kb_relative_information_score: -133.3961, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9721, predictive_accuracy: 0.9712, prior_entropy: 0.3425, recall: 0.9712, relative_absolute_error: 0.7042, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.1535, root_relative_squared_error: 0.6589, scimark_benchmark: 919.6611, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.ZeroR(1) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 937.2413, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.IBk(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8179, f_measure: 0.9444, kappa: 0.3859, kb_relative_information_score: 415.9375, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9587, predictive_accuracy: 0.9568, prior_entropy: 0.3425, recall: 0.9568, relative_absolute_error: 0.4517, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.8042, scimark_benchmark: 941.4109, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6931, f_measure: 0.9398, kappa: 0.422, kb_relative_information_score: 271.3635, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9378, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5832, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.9459, scimark_benchmark: 944.0056,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.9423, kappa: 0.4603, kb_relative_information_score: 325.6011, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9415, predictive_accuracy: 0.9432, prior_entropy: 0.3425, recall: 0.9432, relative_absolute_error: 0.5183, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.9881, scimark_benchmark: 890.5596, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BFTree(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7727, f_measure: 0.9331, kappa: 0.3707, kb_relative_information_score: 196.6138, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9318, predictive_accuracy: 0.9345, prior_entropy: 0.3425, recall: 0.9345, relative_absolute_error: 0.6301, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.991, scimark_benchmark: 952.3393, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.9383, kappa: 0.4262, kb_relative_information_score: 264.2163, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9378, predictive_accuracy: 0.9388, prior_entropy: 0.3425, recall: 0.9388, relative_absolute_error: 0.5746, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.9309, scimark_benchmark: 936.5648,
Joaquin Vanschoren 10 years ago
ran flow weka.DecisionTable_BestFirst(5) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7412, f_measure: 0.9537, kappa: 0.5577, kb_relative_information_score: 258.9672, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9525, predictive_accuracy: 0.9554, prior_entropy: 0.3425, recall: 0.9554, relative_absolute_error: 0.6588, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.862, scimark_benchmark: 944.5341, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.VFI(1) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8224, f_measure: 0.9328, kappa: 0.4122, kb_relative_information_score: -8240.4867, mean_absolute_error: 0.3452, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9368, predictive_accuracy: 0.9295, prior_entropy: 0.3425, recall: 0.9295, relative_absolute_error: 3.0269, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.3715, root_relative_squared_error: 1.5945, scimark_benchmark: 952.3393,
Joaquin Vanschoren 10 years ago
ran flow weka.KStar(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.9573, kappa: 0.5439, kb_relative_information_score: 749.612, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.966, predictive_accuracy: 0.9647, prior_entropy: 0.3425, recall: 0.9647, relative_absolute_error: 0.3185, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.7785, scimark_benchmark: 944.5341, usercpu_time_millis: 120, usercpu_time_millis_testing: 120,
Joaquin Vanschoren 10 years ago
ran flow weka.LibLINEAR(1) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6609, f_measure: 0.9113, kappa: 0.2644, kb_relative_information_score: -311.0393, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9214, predictive_accuracy: 0.9029, prior_entropy: 0.3425, recall: 0.9029, relative_absolute_error: 0.8517, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.3116, root_relative_squared_error: 1.3376, scimark_benchmark: 946.8777,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_PolyKernel(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7141, f_measure: 0.9461, kappa: 0.4975, kb_relative_information_score: 309.3635, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9455, predictive_accuracy: 0.9468, prior_entropy: 0.3425, recall: 0.9468, relative_absolute_error: 0.4774, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.8931, scimark_benchmark: 936.5648, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.REPTree(9) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6287, f_measure: 0.9333, kappa: 0.3067, kb_relative_information_score: 135.3177, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9293, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.229, root_relative_squared_error: 0.9831, scimark_benchmark: 946.8777,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomTree(10) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7433, f_measure: 0.9467, kappa: 0.5013, kb_relative_information_score: 424.8534, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.946, predictive_accuracy: 0.9475, prior_entropy: 0.3425, recall: 0.9475, relative_absolute_error: 0.4605, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.9836, scimark_benchmark: 946.8777,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.9351, kappa: 0.3877, kb_relative_information_score: 219.2425, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9337, predictive_accuracy: 0.9367, prior_entropy: 0.3425, recall: 0.9367, relative_absolute_error: 0.6331, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.9805, scimark_benchmark: 946.8777, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.Logistic(5) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7465, f_measure: 0.9362, kappa: 0.4268, kb_relative_information_score: 202.0817, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.938, predictive_accuracy: 0.9345, prior_entropy: 0.3425, recall: 0.9345, relative_absolute_error: 0.5764, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2548, root_relative_squared_error: 1.0936, scimark_benchmark: 926.8585, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.SGD(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7396, f_measure: 0.9585, kappa: 0.5815, kb_relative_information_score: 674.1073, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9585, predictive_accuracy: 0.9626, prior_entropy: 0.3425, recall: 0.9626, relative_absolute_error: 0.3281, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.8302, scimark_benchmark: 944.5341,
Joaquin Vanschoren 10 years ago
ran flow weka.NaiveBayes(10) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8158, f_measure: 0.9533, kappa: 0.6053, kb_relative_information_score: 361.194, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9591, predictive_accuracy: 0.9496, prior_entropy: 0.3425, recall: 0.9496, relative_absolute_error: 0.4422, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.203, root_relative_squared_error: 0.8713, scimark_benchmark: 926.8585,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 951.5389,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 944.5341,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.9396, kappa: 0.4639, kb_relative_information_score: 297.5457, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9422, predictive_accuracy: 0.9374, prior_entropy: 0.3425, recall: 0.9374, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9586, scimark_benchmark: 946.8777,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 939.2013, 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 physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 890.5596, 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 physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 946.8777,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 926.8585,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 951.5389,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.9423, kappa: 0.4603, kb_relative_information_score: 325.6011, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9415, predictive_accuracy: 0.9432, prior_entropy: 0.3425, recall: 0.9432, relative_absolute_error: 0.5183, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.9881, scimark_benchmark: 935.5743, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.9383, kappa: 0.4262, kb_relative_information_score: 264.2163, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9378, predictive_accuracy: 0.9388, prior_entropy: 0.3425, recall: 0.9388, relative_absolute_error: 0.5746, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.9309, scimark_benchmark: 945.988, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7522, f_measure: 0.9537, kappa: 0.5577, kb_relative_information_score: 494.8288, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9525, predictive_accuracy: 0.9554, prior_entropy: 0.3425, recall: 0.9554, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.192, root_relative_squared_error: 0.8241, scimark_benchmark: 936.5648, 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 physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 939.2013,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 926.8585,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 892.0761,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 951.5389, 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 physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 952.3393,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 935.5743,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 890.5596,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 946.8777,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.9396, kappa: 0.4639, kb_relative_information_score: 297.5457, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9422, predictive_accuracy: 0.9374, prior_entropy: 0.3425, recall: 0.9374, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9586, scimark_benchmark: 892.0761,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 952.3393,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 890.5596,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 946.6409,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.9396, kappa: 0.4639, kb_relative_information_score: 297.5457, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9422, predictive_accuracy: 0.9374, prior_entropy: 0.3425, recall: 0.9374, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9586, scimark_benchmark: 935.5743,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 926.8585, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.9396, kappa: 0.4639, kb_relative_information_score: 297.5457, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9422, predictive_accuracy: 0.9374, prior_entropy: 0.3425, recall: 0.9374, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9586, scimark_benchmark: 946.6409,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.9576, kappa: 0.5774, kb_relative_information_score: 276.7081, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9569, predictive_accuracy: 0.9612, prior_entropy: 0.3425, recall: 0.9612, relative_absolute_error: 0.4845, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.7359, scimark_benchmark: 935.5743, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.9594, kappa: 0.5924, kb_relative_information_score: 379.4971, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9594, predictive_accuracy: 0.9633, prior_entropy: 0.3425, recall: 0.9633, relative_absolute_error: 0.4596, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.7489, scimark_benchmark: 936.5648, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 892.0761,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 952.3393,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.9396, kappa: 0.4639, kb_relative_information_score: 297.5457, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9422, predictive_accuracy: 0.9374, prior_entropy: 0.3425, recall: 0.9374, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.9586, scimark_benchmark: 944.5341,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 926.8585, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 951.5389, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7522, f_measure: 0.9537, kappa: 0.5577, kb_relative_information_score: 494.8288, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9525, predictive_accuracy: 0.9554, prior_entropy: 0.3425, recall: 0.9554, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.192, root_relative_squared_error: 0.8241, scimark_benchmark: 939.2013,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9145, kb_relative_information_score: 341.7687, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9424, prior_entropy: 0.3425, recall: 0.9424, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.0297, scimark_benchmark: 890.5596, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7522, f_measure: 0.9537, kappa: 0.5577, kb_relative_information_score: 494.8288, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9525, predictive_accuracy: 0.9554, prior_entropy: 0.3425, recall: 0.9554, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.192, root_relative_squared_error: 0.8241, scimark_benchmark: 926.8585,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7522, f_measure: 0.9537, kappa: 0.5577, kb_relative_information_score: 494.8288, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9525, predictive_accuracy: 0.9554, prior_entropy: 0.3425, recall: 0.9554, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.192, root_relative_squared_error: 0.8241, scimark_benchmark: 935.5743,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 939.2013,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.9351, kappa: 0.3877, kb_relative_information_score: 219.2425, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9337, predictive_accuracy: 0.9367, prior_entropy: 0.3425, recall: 0.9367, relative_absolute_error: 0.6331, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.9805, scimark_benchmark: 952.3393, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.9351, kappa: 0.3877, kb_relative_information_score: 219.2425, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9337, predictive_accuracy: 0.9367, prior_entropy: 0.3425, recall: 0.9367, relative_absolute_error: 0.6331, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.9805, scimark_benchmark: 944.5341, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.9351, kappa: 0.3877, kb_relative_information_score: 219.2425, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9337, predictive_accuracy: 0.9367, prior_entropy: 0.3425, recall: 0.9367, relative_absolute_error: 0.6331, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.9805, scimark_benchmark: 926.8585, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 951.5389, 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 physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 952.3393,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 935.5743, 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 physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 926.8585,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 946.8777,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 944.5341,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7604, f_measure: 0.9496, kappa: 0.5286, kb_relative_information_score: 322.9519, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9489, predictive_accuracy: 0.9504, prior_entropy: 0.3425, recall: 0.9504, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.8745, scimark_benchmark: 946.6409,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.9594, kappa: 0.5924, kb_relative_information_score: 379.4971, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.9594, predictive_accuracy: 0.9633, prior_entropy: 0.3425, recall: 0.9633, relative_absolute_error: 0.4596, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.7489, scimark_benchmark: 892.0761, usercpu_time_millis: 190, usercpu_time_millis_training: 190,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set physionet_tachycardia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7757, f_measure: 0.9142, kappa: -0.0014, kb_relative_information_score: 98.5162, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.114, number_of_instances: 1390, precision: 0.8882, predictive_accuracy: 0.9417, prior_entropy: 0.3425, recall: 0.9417, relative_absolute_error: 0.8099, root_mean_prior_squared_error: 0.233, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.8967, scimark_benchmark: 946.8777, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,