OpenML

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8586, build_cpu_time: 0.0544, build_memory: 458653416.9346, f_measure: 0.7907, kappa: 0.5374, kb_relative_information_score: 88.5639, mean_absolute_error: 0.2738, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7909, predictive_accuracy: 0.7944, prior_entropy: 0.9397, recall: 0.7944, relative_absolute_error: 0.5973, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.3748, root_relative_squared_error: 0.7832, scimark_benchmark: 942.3596,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8629, f_measure: 0.7864, kappa: 0.5284, kb_relative_information_score: 88.9913, mean_absolute_error: 0.2736, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7861, predictive_accuracy: 0.7897, prior_entropy: 0.9397, recall: 0.7897, relative_absolute_error: 0.5968, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.3724, root_relative_squared_error: 0.7782,

Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, f_measure: 0.7748, kappa: 0.4981, kb_relative_information_score: 109.7664, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.784, predictive_accuracy: 0.785, prior_entropy: 0.9397, recall: 0.785, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9688, scimark_benchmark: 1286.0816, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8487, f_measure: 0.8149, kappa: 0.5912, kb_relative_information_score: 76.4008, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8152, predictive_accuracy: 0.8178, prior_entropy: 0.9397, recall: 0.8178, relative_absolute_error: 0.6695, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.8049, scimark_benchmark: 1335.2363, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8458, kappa: 0.6573, kb_relative_information_score: 100.6983, mean_absolute_error: 0.2555, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8522, predictive_accuracy: 0.8505, prior_entropy: 0.9397, recall: 0.8505, relative_absolute_error: 0.5574, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.7161, scimark_benchmark: 1325.6322, usercpu_time_millis: 50, usercpu_time_millis_training: 50,

Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6641, f_measure: 0.7565, kappa: 0.4578, kb_relative_information_score: 63.3503, mean_absolute_error: 0.3345, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.762, predictive_accuracy: 0.7664, prior_entropy: 0.9397, recall: 0.7664, relative_absolute_error: 0.7298, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.428, root_relative_squared_error: 0.8943, scimark_benchmark: 1351.1238,

Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.7371, kappa: 0.4145, kb_relative_information_score: 50.1663, mean_absolute_error: 0.3554, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7412, predictive_accuracy: 0.7477, prior_entropy: 0.9397, recall: 0.7477, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4188, root_relative_squared_error: 0.8752, scimark_benchmark: 1341.5795, usercpu_time_millis: 130, usercpu_time_millis_training: 130,

Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7808, f_measure: 0.7409, kappa: 0.4305, kb_relative_information_score: 59.1476, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7397, predictive_accuracy: 0.743, prior_entropy: 0.9397, recall: 0.743, relative_absolute_error: 0.7303, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.423, root_relative_squared_error: 0.8839, scimark_benchmark: 1371.9645,

Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1347.993,

Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8458, kappa: 0.6573, kb_relative_information_score: 100.6983, mean_absolute_error: 0.2555, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8522, predictive_accuracy: 0.8505, prior_entropy: 0.9397, recall: 0.8505, relative_absolute_error: 0.5574, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.7161, scimark_benchmark: 942.9708, usercpu_time_millis: 60, usercpu_time_millis_training: 60,

Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, f_measure: 0.7748, kappa: 0.4981, kb_relative_information_score: 109.7664, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.784, predictive_accuracy: 0.785, prior_entropy: 0.9397, recall: 0.785, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9688, scimark_benchmark: 1341.3551, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, f_measure: 0.7748, kappa: 0.4981, kb_relative_information_score: 109.7664, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.784, predictive_accuracy: 0.785, prior_entropy: 0.9397, recall: 0.785, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9688, scimark_benchmark: 1322.7257, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,

Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8458, kappa: 0.6573, kb_relative_information_score: 100.6983, mean_absolute_error: 0.2555, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8522, predictive_accuracy: 0.8505, prior_entropy: 0.9397, recall: 0.8505, relative_absolute_error: 0.5574, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.7161, scimark_benchmark: 1347.993, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,

Jan van Rijn 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1354.3488,

Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.7371, kappa: 0.4145, kb_relative_information_score: 50.1663, mean_absolute_error: 0.3554, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7412, predictive_accuracy: 0.7477, prior_entropy: 0.9397, recall: 0.7477, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4188, root_relative_squared_error: 0.8752, scimark_benchmark: 1325.8468, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8487, f_measure: 0.8149, kappa: 0.5912, kb_relative_information_score: 76.4008, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8152, predictive_accuracy: 0.8178, prior_entropy: 0.9397, recall: 0.8178, relative_absolute_error: 0.6695, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.8049, scimark_benchmark: 1332.7986, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1337.1928,

Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1325.8468,

Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1333.0982,

Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6641, f_measure: 0.7565, kappa: 0.4578, kb_relative_information_score: 63.3503, mean_absolute_error: 0.3345, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.762, predictive_accuracy: 0.7664, prior_entropy: 0.9397, recall: 0.7664, relative_absolute_error: 0.7298, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.428, root_relative_squared_error: 0.8943, scimark_benchmark: 1306.9281,

Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1343.3311,

Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.7284, kappa: 0.3989, kb_relative_information_score: 57.0192, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7272, predictive_accuracy: 0.7336, prior_entropy: 0.9397, recall: 0.7336, relative_absolute_error: 0.731, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4476, root_relative_squared_error: 0.9352, scimark_benchmark: 1309.2287,

Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, f_measure: 0.7748, kappa: 0.4981, kb_relative_information_score: 109.7664, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.784, predictive_accuracy: 0.785, prior_entropy: 0.9397, recall: 0.785, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9688, scimark_benchmark: 1309.2287, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1346.2927,

Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.7284, kappa: 0.3989, kb_relative_information_score: 57.0192, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7272, predictive_accuracy: 0.7336, prior_entropy: 0.9397, recall: 0.7336, relative_absolute_error: 0.731, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4476, root_relative_squared_error: 0.9352, scimark_benchmark: 1339.2472,

Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7808, f_measure: 0.7409, kappa: 0.4305, kb_relative_information_score: 59.1476, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7397, predictive_accuracy: 0.743, prior_entropy: 0.9397, recall: 0.743, relative_absolute_error: 0.7303, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.423, root_relative_squared_error: 0.8839, scimark_benchmark: 1292.514, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, f_measure: 0.7748, kappa: 0.4981, kb_relative_information_score: 109.7664, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.784, predictive_accuracy: 0.785, prior_entropy: 0.9397, recall: 0.785, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9688, scimark_benchmark: 1324.8408, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7808, f_measure: 0.7409, kappa: 0.4305, kb_relative_information_score: 59.1476, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7397, predictive_accuracy: 0.743, prior_entropy: 0.9397, recall: 0.743, relative_absolute_error: 0.7303, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.423, root_relative_squared_error: 0.8839, scimark_benchmark: 1336.0954, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 930.5999,

Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.7284, kappa: 0.3989, kb_relative_information_score: 57.0192, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7272, predictive_accuracy: 0.7336, prior_entropy: 0.9397, recall: 0.7336, relative_absolute_error: 0.731, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4476, root_relative_squared_error: 0.9352, scimark_benchmark: 1346.2927,

Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7808, f_measure: 0.7409, kappa: 0.4305, kb_relative_information_score: 59.1476, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7397, predictive_accuracy: 0.743, prior_entropy: 0.9397, recall: 0.743, relative_absolute_error: 0.7303, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.423, root_relative_squared_error: 0.8839, scimark_benchmark: 1350.7721, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1316.5668,

Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1322.3407,

Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1310.6554,

Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1318.6467, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8458, kappa: 0.6573, kb_relative_information_score: 100.6983, mean_absolute_error: 0.2555, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8522, predictive_accuracy: 0.8505, prior_entropy: 0.9397, recall: 0.8505, relative_absolute_error: 0.5574, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.7161, scimark_benchmark: 1342.8632, usercpu_time_millis: 50, usercpu_time_millis_training: 50,

Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.805, f_measure: 0.7735, kappa: 0.5015, kb_relative_information_score: 86.049, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7725, predictive_accuracy: 0.7757, prior_entropy: 0.9397, recall: 0.7757, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4222, root_relative_squared_error: 0.8822, scimark_benchmark: 1340.9446, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,

Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7808, f_measure: 0.7409, kappa: 0.4305, kb_relative_information_score: 59.1476, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7397, predictive_accuracy: 0.743, prior_entropy: 0.9397, recall: 0.743, relative_absolute_error: 0.7303, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.423, root_relative_squared_error: 0.8839, scimark_benchmark: 1314.9949, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1324.7884,

Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, f_measure: 0.7748, kappa: 0.4981, kb_relative_information_score: 109.7664, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.784, predictive_accuracy: 0.785, prior_entropy: 0.9397, recall: 0.785, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9688, scimark_benchmark: 1342.8632, 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 glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1325.7874,

Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1324.6442,

Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 930.5999,

Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6641, f_measure: 0.7565, kappa: 0.4578, kb_relative_information_score: 63.3503, mean_absolute_error: 0.3345, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.762, predictive_accuracy: 0.7664, prior_entropy: 0.9397, recall: 0.7664, relative_absolute_error: 0.7298, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.428, root_relative_squared_error: 0.8943, scimark_benchmark: 946.9304,

Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1349.1517,

Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8487, f_measure: 0.8149, kappa: 0.5912, kb_relative_information_score: 76.4008, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8152, predictive_accuracy: 0.8178, prior_entropy: 0.9397, recall: 0.8178, relative_absolute_error: 0.6695, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.8049, scimark_benchmark: 1324.6442,

Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.7284, kappa: 0.3989, kb_relative_information_score: 57.0192, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7272, predictive_accuracy: 0.7336, prior_entropy: 0.9397, recall: 0.7336, relative_absolute_error: 0.731, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4476, root_relative_squared_error: 0.9352, scimark_benchmark: 1306.9281,

Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 1317.5857,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... Eval_BestFirst_RandomForest(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.78, f_measure: 0.698, kappa: 0.3353, kb_relative_information_score: 63.8475, mean_absolute_error: 0.3177, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.6961, predictive_accuracy: 0.7009, prior_entropy: 0.9397, recall: 0.7009, relative_absolute_error: 0.6931, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4397, root_relative_squared_error: 0.9187, scimark_benchmark: 1806.5905, usercpu_time_millis: 31.2002, usercpu_time_millis_training: 31.2002,

Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6747, f_measure: 0.5932, kappa: 0.273, kb_relative_information_score: 18.3845, mean_absolute_error: 0.4043, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7344, predictive_accuracy: 0.5981, prior_entropy: 0.9397, recall: 0.5981, relative_absolute_error: 0.8819, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5411, root_relative_squared_error: 1.1306, scimark_benchmark: 1732.2066,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6058, f_measure: 0.5692, kappa: 0.0398, kb_relative_information_score: 5.4144, mean_absolute_error: 0.4334, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.5613, predictive_accuracy: 0.5888, prior_entropy: 0.9397, recall: 0.5888, relative_absolute_error: 0.9453, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5161, root_relative_squared_error: 1.0784, scimark_benchmark: 1887.4343,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6575, f_measure: 0.7188, kappa: 0.3778, kb_relative_information_score: 51.2025, mean_absolute_error: 0.3543, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7174, predictive_accuracy: 0.7243, prior_entropy: 0.9397, recall: 0.7243, relative_absolute_error: 0.7728, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.462, root_relative_squared_error: 0.9655, scimark_benchmark: 1806.5905,

William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7623, f_measure: 0.8029, kappa: 0.5623, kb_relative_information_score: 104.5756, mean_absolute_error: 0.2385, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8063, predictive_accuracy: 0.8084, prior_entropy: 0.9397, recall: 0.8084, relative_absolute_error: 0.5203, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4148, root_relative_squared_error: 0.8668,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7112, f_measure: 0.7136, kappa: 0.3721, kb_relative_information_score: 75.3312, mean_absolute_error: 0.2868, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7126, predictive_accuracy: 0.715, prior_entropy: 0.9397, recall: 0.715, relative_absolute_error: 0.6257, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5269, root_relative_squared_error: 1.101, scimark_benchmark: 1806.5905,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5056, kb_relative_information_score: 41.9577, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.4158, predictive_accuracy: 0.6449, prior_entropy: 0.9397, recall: 0.6449, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5959, root_relative_squared_error: 1.2453,

Martijn Post 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7682, f_measure: 0.7994, kappa: 0.5558, kb_relative_information_score: 103.0309, mean_absolute_error: 0.2414, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8007, predictive_accuracy: 0.8037, prior_entropy: 0.9397, recall: 0.8037, relative_absolute_error: 0.5265, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4167, root_relative_squared_error: 0.8707, scimark_benchmark: 1806.5905,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8069, f_measure: 0.767, kappa: 0.4929, kb_relative_information_score: 77.8886, mean_absolute_error: 0.2914, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7678, predictive_accuracy: 0.7664, prior_entropy: 0.9397, recall: 0.7664, relative_absolute_error: 0.6357, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4161, root_relative_squared_error: 0.8696,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6058, f_measure: 0.5692, kappa: 0.0398, kb_relative_information_score: 5.4144, mean_absolute_error: 0.4334, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.5613, predictive_accuracy: 0.5888, prior_entropy: 0.9397, recall: 0.5888, relative_absolute_error: 0.9453, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5161, root_relative_squared_error: 1.0784, scimark_benchmark: 1732.2066,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.791, f_measure: 0.7494, kappa: 0.4432, kb_relative_information_score: 73.5159, mean_absolute_error: 0.2973, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7511, predictive_accuracy: 0.757, prior_entropy: 0.9397, recall: 0.757, relative_absolute_error: 0.6485, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4216, root_relative_squared_error: 0.8809,

Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6747, f_measure: 0.5932, kappa: 0.273, kb_relative_information_score: 18.3845, mean_absolute_error: 0.4043, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7344, predictive_accuracy: 0.5981, prior_entropy: 0.9397, recall: 0.5981, relative_absolute_error: 0.8819, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5411, root_relative_squared_error: 1.1306, scimark_benchmark: 1850.8887,

Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6058, f_measure: 0.5692, kappa: 0.0398, kb_relative_information_score: 5.4144, mean_absolute_error: 0.4334, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.5613, predictive_accuracy: 0.5888, prior_entropy: 0.9397, recall: 0.5888, relative_absolute_error: 0.9453, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5161, root_relative_squared_error: 1.0784, scimark_benchmark: 1877.5305,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8541, f_measure: 0.776, kappa: 0.5044, kb_relative_information_score: 94.5669, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7761, predictive_accuracy: 0.7804, prior_entropy: 0.9397, recall: 0.7804, relative_absolute_error: 0.5516, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.3788, root_relative_squared_error: 0.7915,

Random Bot 9 years ago
ran flow classif.avNNet(8) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5056, kb_relative_information_score: 41.9577, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.4158, predictive_accuracy: 0.6449, prior_entropy: 0.9397, recall: 0.6449, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5959, root_relative_squared_error: 1.2453,

Joaquin Vanschoren 9 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6641, f_measure: 0.7565, kappa: 0.4578, kb_relative_information_score: 63.3503, mean_absolute_error: 0.3345, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.762, predictive_accuracy: 0.7664, prior_entropy: 0.9397, recall: 0.7664, relative_absolute_error: 0.7298, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.428, root_relative_squared_error: 0.8943, scimark_benchmark: 819.5729,

Joaquin Vanschoren 9 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.7371, kappa: 0.4145, kb_relative_information_score: 50.1663, mean_absolute_error: 0.3554, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7412, predictive_accuracy: 0.7477, prior_entropy: 0.9397, recall: 0.7477, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4188, root_relative_squared_error: 0.8752, scimark_benchmark: 901.4991,

Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 905.2959,

Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7337, kappa: 0.4113, kb_relative_information_score: 61.1696, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7325, predictive_accuracy: 0.7383, prior_entropy: 0.9397, recall: 0.7383, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4374, root_relative_squared_error: 0.9139, scimark_benchmark: 934.695,

Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8487, f_measure: 0.8149, kappa: 0.5912, kb_relative_information_score: 76.4008, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8152, predictive_accuracy: 0.8178, prior_entropy: 0.9397, recall: 0.8178, relative_absolute_error: 0.6695, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.8049, scimark_benchmark: 941.6675, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,

Joaquin Vanschoren 9 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7328, f_measure: 0.7748, kappa: 0.4981, kb_relative_information_score: 109.7664, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.784, predictive_accuracy: 0.785, prior_entropy: 0.9397, recall: 0.785, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4636, root_relative_squared_error: 0.9688, scimark_benchmark: 931.771, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,

Joaquin Vanschoren 9 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8076, f_measure: 0.7769, kappa: 0.5074, kb_relative_information_score: 88.7708, mean_absolute_error: 0.274, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7765, predictive_accuracy: 0.7804, prior_entropy: 0.9397, recall: 0.7804, relative_absolute_error: 0.5977, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4072, root_relative_squared_error: 0.8509, scimark_benchmark: 851.2074, usercpu_time_millis: 20, usercpu_time_millis_training: 20,

Joaquin Vanschoren 9 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7808, f_measure: 0.7409, kappa: 0.4305, kb_relative_information_score: 59.1476, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7397, predictive_accuracy: 0.743, prior_entropy: 0.9397, recall: 0.743, relative_absolute_error: 0.7303, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.423, root_relative_squared_error: 0.8839, scimark_benchmark: 972.587, usercpu_time_millis: 10, usercpu_time_millis_training: 10,

Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8045, f_measure: 0.8295, kappa: 0.6238, kb_relative_information_score: 132.3693, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8297, predictive_accuracy: 0.8318, prior_entropy: 0.9397, recall: 0.8318, relative_absolute_error: 0.367, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4102, root_relative_squared_error: 0.8571, usercpu_time_millis: 366.326, usercpu_time_millis_testing: 4.395, usercpu_time_millis_training: 361.931,

Rafael Gomes Mantovani 9 years ago
ran flow classif.ada(5) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.7924, kappa: 0.543, kb_relative_information_score: 114.287, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7917, predictive_accuracy: 0.7944, prior_entropy: 0.9397, recall: 0.7944, relative_absolute_error: 0.4485, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4534, root_relative_squared_error: 0.9475, usercpu_time_millis: 13.124, usercpu_time_millis_testing: 2.152, usercpu_time_millis_training: 10.972,

Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5056, kb_relative_information_score: 41.9577, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.4158, predictive_accuracy: 0.6449, prior_entropy: 0.9397, recall: 0.6449, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5959, root_relative_squared_error: 1.2453, usercpu_time_millis: 0.174, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.158,

Rafael Gomes Mantovani 9 years ago
ran flow classif.extraTrees(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.8212, kappa: 0.6026, kb_relative_information_score: 130.109, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8275, predictive_accuracy: 0.8271, prior_entropy: 0.9397, recall: 0.8271, relative_absolute_error: 0.3772, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4158, root_relative_squared_error: 0.8689, usercpu_time_millis: 1.113, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 0.97,

Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5056, kb_relative_information_score: 41.9577, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.4158, predictive_accuracy: 0.6449, prior_entropy: 0.9397, recall: 0.6449, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5959, root_relative_squared_error: 1.2453, usercpu_time_millis: 0.344, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.3,

Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5509, f_measure: 0.6004, kappa: 0.1175, kb_relative_information_score: 44.218, mean_absolute_error: 0.3505, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.6167, predictive_accuracy: 0.6495, prior_entropy: 0.9397, recall: 0.6495, relative_absolute_error: 0.7645, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.592, root_relative_squared_error: 1.2371, usercpu_time_millis: 0.787, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 0.589,

Rafael Gomes Mantovani 9 years ago
ran flow classif.bartMachine(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.743, f_measure: 0.7846, kappa: 0.5199, kb_relative_information_score: 114.287, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7947, predictive_accuracy: 0.7944, prior_entropy: 0.9397, recall: 0.7944, relative_absolute_error: 0.4485, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4534, root_relative_squared_error: 0.9475, usercpu_time_millis: 39.703, usercpu_time_millis_testing: 2.265, usercpu_time_millis_training: 37.438,

Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.7594, kappa: 0.4636, kb_relative_information_score: 102.9855, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7687, predictive_accuracy: 0.771, prior_entropy: 0.9397, recall: 0.771, relative_absolute_error: 0.4995, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4785, root_relative_squared_error: 0.9999, usercpu_time_millis: 0.307, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.243,

Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.522, f_measure: 0.5484, kappa: 0.0551, kb_relative_information_score: 46.4783, mean_absolute_error: 0.3458, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.6446, predictive_accuracy: 0.6542, prior_entropy: 0.9397, recall: 0.6542, relative_absolute_error: 0.7543, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.588, root_relative_squared_error: 1.2288, usercpu_time_millis: 0.043, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.032,

Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(1) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6775, f_measure: 0.7191, kappa: 0.375, kb_relative_information_score: 82.6429, mean_absolute_error: 0.271, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7205, predictive_accuracy: 0.729, prior_entropy: 0.9397, recall: 0.729, relative_absolute_error: 0.5912, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5206, root_relative_squared_error: 1.0879, usercpu_time_millis: 0.889, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 0.815,

Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6713, f_measure: 0.5973, kappa: 0.2832, kb_relative_information_score: 21.6151, mean_absolute_error: 0.3972, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7442, predictive_accuracy: 0.6028, prior_entropy: 0.9397, recall: 0.6028, relative_absolute_error: 0.8664, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.6302, root_relative_squared_error: 1.3169, usercpu_time_millis: 0.349, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 0.143,

Rafael Gomes Mantovani 9 years ago
ran flow classif.mlp(5) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5056, kb_relative_information_score: 41.9577, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.4158, predictive_accuracy: 0.6449, prior_entropy: 0.9397, recall: 0.6449, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5959, root_relative_squared_error: 1.2453, usercpu_time_millis: 5.207, usercpu_time_millis_testing: 0.486, usercpu_time_millis_training: 4.721,

Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6581, f_measure: 0.6927, kappa: 0.3229, kb_relative_information_score: 66.8209, mean_absolute_error: 0.3037, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.6906, predictive_accuracy: 0.6963, prior_entropy: 0.9397, recall: 0.6963, relative_absolute_error: 0.6626, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5511, root_relative_squared_error: 1.1516, usercpu_time_millis: 1.319, usercpu_time_millis_testing: 0.503, usercpu_time_millis_training: 0.816,

Rafael Gomes Mantovani 9 years ago
ran flow classif.pamr(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5056, kb_relative_information_score: 41.9577, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.4158, predictive_accuracy: 0.6449, prior_entropy: 0.9397, recall: 0.6449, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5959, root_relative_squared_error: 1.2453, usercpu_time_millis: 0.955, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.934,

Rafael Gomes Mantovani 9 years ago
ran flow classif.qda(2) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6645, f_measure: 0.6196, kappa: 0.2822, kb_relative_information_score: 28.396, mean_absolute_error: 0.3832, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7121, predictive_accuracy: 0.6168, prior_entropy: 0.9397, recall: 0.6168, relative_absolute_error: 0.8359, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.619, root_relative_squared_error: 1.2935, usercpu_time_millis: 0.153, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.112,

Rafael Gomes Mantovani 9 years ago
ran flow classif.probit(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5993, f_measure: 0.6501, kappa: 0.22, kb_relative_information_score: 57.7798, mean_absolute_error: 0.3224, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.659, predictive_accuracy: 0.6776, prior_entropy: 0.9397, recall: 0.6776, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5678, root_relative_squared_error: 1.1865, usercpu_time_millis: 0.603, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.544,

Rafael Gomes Mantovani 9 years ago
ran flow classif.sda(5) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5236, f_measure: 0.5608, kappa: 0.0575, kb_relative_information_score: 41.9577, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.601, predictive_accuracy: 0.6449, prior_entropy: 0.9397, recall: 0.6449, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5959, root_relative_squared_error: 1.2453, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.008, usercpu_time_millis_training: 0.085,

Rafael Gomes Mantovani 9 years ago
ran flow classif.svm(5) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7308, f_measure: 0.7655, kappa: 0.4801, kb_relative_information_score: 102.9855, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7661, predictive_accuracy: 0.771, prior_entropy: 0.9397, recall: 0.771, relative_absolute_error: 0.4995, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4785, root_relative_squared_error: 0.9999, usercpu_time_millis: 0.313, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.261,

Rafael Gomes Mantovani 9 years ago
ran flow classif.rda(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6012, f_measure: 0.6426, kappa: 0.2091, kb_relative_information_score: 44.218, mean_absolute_error: 0.3505, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.6391, predictive_accuracy: 0.6495, prior_entropy: 0.9397, recall: 0.6495, relative_absolute_error: 0.7645, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.592, root_relative_squared_error: 1.2371, usercpu_time_millis: 12.949, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 12.868,

Rafael Gomes Mantovani 9 years ago
ran flow classif.rotationForest(3) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6979, f_measure: 0.7384, kappa: 0.4181, kb_relative_information_score: 91.6841, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.741, predictive_accuracy: 0.7477, prior_entropy: 0.9397, recall: 0.7477, relative_absolute_error: 0.5504, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.0497, usercpu_time_millis: 5.79, usercpu_time_millis_testing: 0.631, usercpu_time_millis_training: 5.159,

Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5056, kb_relative_information_score: 41.9577, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.4158, predictive_accuracy: 0.6449, prior_entropy: 0.9397, recall: 0.6449, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5959, root_relative_squared_error: 1.2453, usercpu_time_millis: 0.622, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.449,

Rafael Gomes Mantovani 9 years ago
ran flow classif.blackboost(2) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5056, kb_relative_information_score: 41.9577, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.4158, predictive_accuracy: 0.6449, prior_entropy: 0.9397, recall: 0.6449, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5959, root_relative_squared_error: 1.2453, usercpu_time_millis: 1.171, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 0.981,

Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6897, f_measure: 0.7366, kappa: 0.4124, kb_relative_information_score: 93.9444, mean_absolute_error: 0.2477, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7494, predictive_accuracy: 0.7523, prior_entropy: 0.9397, recall: 0.7523, relative_absolute_error: 0.5403, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4977, root_relative_squared_error: 1.0399, usercpu_time_millis: 10.83, usercpu_time_millis_testing: 0.851, usercpu_time_millis_training: 9.979,

Rafael Gomes Mantovani 9 years ago
ran flow classif.hdrda(2) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5897, f_measure: 0.641, kappa: 0.2008, kb_relative_information_score: 55.5195, mean_absolute_error: 0.3271, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.6526, predictive_accuracy: 0.6729, prior_entropy: 0.9397, recall: 0.6729, relative_absolute_error: 0.7135, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5719, root_relative_squared_error: 1.1951, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.126,

Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(4) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5056, kb_relative_information_score: 41.9577, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.4158, predictive_accuracy: 0.6449, prior_entropy: 0.9397, recall: 0.6449, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5959, root_relative_squared_error: 1.2453, usercpu_time_millis: 0.585, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 0.487,

Rafael Gomes Mantovani 9 years ago
ran flow classif.glmboost(2) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5473, f_measure: 0.5969, kappa: 0.1087, kb_relative_information_score: 41.9577, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.6098, predictive_accuracy: 0.6449, prior_entropy: 0.9397, recall: 0.6449, relative_absolute_error: 0.7747, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5959, root_relative_squared_error: 1.2453, usercpu_time_millis: 1.119, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 1.035,

Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7981, kappa: 0.5574, kb_relative_information_score: 116.5473, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.7975, predictive_accuracy: 0.7991, prior_entropy: 0.9397, recall: 0.7991, relative_absolute_error: 0.4383, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.4483, root_relative_squared_error: 0.9367, usercpu_time_millis: 1.231, usercpu_time_millis_testing: 0.486, usercpu_time_millis_training: 0.745,

Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.768, f_measure: 0.7994, kappa: 0.5558, kb_relative_information_score: 118.8076, mean_absolute_error: 0.1963, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.8007, predictive_accuracy: 0.8037, prior_entropy: 0.9397, recall: 0.8037, relative_absolute_error: 0.4281, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.443, root_relative_squared_error: 0.9257, usercpu_time_millis: 2.14, usercpu_time_millis_testing: 0.816, usercpu_time_millis_training: 1.324,

Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set glass

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.6437, kappa: 0.2061, kb_relative_information_score: 55.5195, mean_absolute_error: 0.3271, mean_prior_absolute_error: 0.4584, number_of_instances: 214, precision: 0.6528, predictive_accuracy: 0.6729, prior_entropy: 0.9397, recall: 0.6729, relative_absolute_error: 0.7135, root_mean_prior_squared_error: 0.4786, root_mean_squared_error: 0.5719, root_relative_squared_error: 1.1951, usercpu_time_millis: 0.154, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.11,

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