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Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7187, f_measure: 0.6603, kappa: 0.3169, kb_relative_information_score: 48.8748, mean_absolute_error: 0.4086, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6607, predictive_accuracy: 0.66, prior_entropy: 0.9955, recall: 0.66, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4618, root_relative_squared_error: 0.9266, scimark_benchmark: 1341.5795, usercpu_time_millis: 740, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 730,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.7484, kappa: 0.497, kb_relative_information_score: 122.8291, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7528, predictive_accuracy: 0.748, prior_entropy: 0.9955, recall: 0.748, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.502, root_relative_squared_error: 1.0072, scimark_benchmark: 1344.0499, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8799, kappa: 0.7581, kb_relative_information_score: 142.6612, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.6349, scimark_benchmark: 1318.3027, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9039, kappa: 0.8065, kb_relative_information_score: 155.0207, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.904, predictive_accuracy: 0.904, prior_entropy: 0.9955, recall: 0.904, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.561, scimark_benchmark: 1319.5773, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.8959, kappa: 0.7904, kb_relative_information_score: 151.8008, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.896, predictive_accuracy: 0.896, prior_entropy: 0.9955, recall: 0.896, relative_absolute_error: 0.431, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.6027, scimark_benchmark: 1342.9012, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1337.4384,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1329.5628,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1336.4701,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8799, kappa: 0.7581, kb_relative_information_score: 142.6612, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.6349, scimark_benchmark: 1371.9645, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1347.993,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 938.0414,
Jan van Rijn 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1354.3488,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.8959, kappa: 0.7904, kb_relative_information_score: 151.8008, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.896, predictive_accuracy: 0.896, prior_entropy: 0.9955, recall: 0.896, relative_absolute_error: 0.431, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.6027, scimark_benchmark: 1347.993, 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 fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8799, kappa: 0.7581, kb_relative_information_score: 142.6612, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.6349, scimark_benchmark: 1358.6198, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1310.6554,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1321.8321,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1346.4374,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1339.2472,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7187, f_measure: 0.6603, kappa: 0.3169, kb_relative_information_score: 48.8748, mean_absolute_error: 0.4086, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6607, predictive_accuracy: 0.66, prior_entropy: 0.9955, recall: 0.66, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4618, root_relative_squared_error: 0.9266, scimark_benchmark: 1310.3168, usercpu_time_millis: 720, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 710,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.7484, kappa: 0.497, kb_relative_information_score: 122.8291, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7528, predictive_accuracy: 0.748, prior_entropy: 0.9955, recall: 0.748, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.502, root_relative_squared_error: 1.0072, scimark_benchmark: 1375.1578, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1324.7884,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.7484, kappa: 0.497, kb_relative_information_score: 122.8291, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7528, predictive_accuracy: 0.748, prior_entropy: 0.9955, recall: 0.748, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.502, root_relative_squared_error: 1.0072, scimark_benchmark: 1340.5125, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.8602, kappa: 0.7191, kb_relative_information_score: 163.2474, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.861, predictive_accuracy: 0.86, prior_entropy: 0.9955, recall: 0.86, relative_absolute_error: 0.3663, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6115, scimark_benchmark: 1303.5632,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1336.0954,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9079, kappa: 0.8145, kb_relative_information_score: 176.1525, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9081, predictive_accuracy: 0.908, prior_entropy: 0.9955, recall: 0.908, relative_absolute_error: 0.3217, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2797, root_relative_squared_error: 0.5612, scimark_benchmark: 1336.0954, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.8602, kappa: 0.7191, kb_relative_information_score: 163.2474, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.861, predictive_accuracy: 0.86, prior_entropy: 0.9955, recall: 0.86, relative_absolute_error: 0.3663, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6115, scimark_benchmark: 1313.8988, 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 fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.8602, kappa: 0.7191, kb_relative_information_score: 163.2474, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.861, predictive_accuracy: 0.86, prior_entropy: 0.9955, recall: 0.86, relative_absolute_error: 0.3663, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6115, scimark_benchmark: 1340.9749,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, f_measure: 0.871, kappa: 0.74, kb_relative_information_score: 163.8497, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8757, predictive_accuracy: 0.872, prior_entropy: 0.9955, recall: 0.872, relative_absolute_error: 0.3686, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.6568, scimark_benchmark: 1332.9478,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 908.2231, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9039, kappa: 0.8065, kb_relative_information_score: 155.0207, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.904, predictive_accuracy: 0.904, prior_entropy: 0.9955, recall: 0.904, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.561, scimark_benchmark: 1342.6744, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9039, kappa: 0.8065, kb_relative_information_score: 155.0207, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.904, predictive_accuracy: 0.904, prior_entropy: 0.9955, recall: 0.904, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.561, scimark_benchmark: 1310.3168, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1342.8584,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.8959, kappa: 0.7904, kb_relative_information_score: 151.8008, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.896, predictive_accuracy: 0.896, prior_entropy: 0.9955, recall: 0.896, relative_absolute_error: 0.431, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.6027, scimark_benchmark: 1318.4315, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1342.8584,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1329.8008,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.7484, kappa: 0.497, kb_relative_information_score: 122.8291, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7528, predictive_accuracy: 0.748, prior_entropy: 0.9955, recall: 0.748, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.502, root_relative_squared_error: 1.0072, scimark_benchmark: 1342.8632, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1346.2927,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9039, kappa: 0.8065, kb_relative_information_score: 155.0207, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.904, predictive_accuracy: 0.904, prior_entropy: 0.9955, recall: 0.904, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.561, scimark_benchmark: 1322.5413, 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 fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.8398, kappa: 0.6771, kb_relative_information_score: 153.5527, mean_absolute_error: 0.2012, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8399, predictive_accuracy: 0.84, prior_entropy: 0.9955, recall: 0.84, relative_absolute_error: 0.4049, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7115, scimark_benchmark: 1318.6467, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1325.7874,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1353.0836,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.8398, kappa: 0.6771, kb_relative_information_score: 153.5527, mean_absolute_error: 0.2012, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8399, predictive_accuracy: 0.84, prior_entropy: 0.9955, recall: 0.84, relative_absolute_error: 0.4049, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7115, scimark_benchmark: 1374.9737, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.8959, kappa: 0.7904, kb_relative_information_score: 151.8008, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.896, predictive_accuracy: 0.896, prior_entropy: 0.9955, recall: 0.896, relative_absolute_error: 0.431, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.6027, scimark_benchmark: 1340.9749, 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 fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, f_measure: 0.871, kappa: 0.74, kb_relative_information_score: 163.8497, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8757, predictive_accuracy: 0.872, prior_entropy: 0.9955, recall: 0.872, relative_absolute_error: 0.3686, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.6568, scimark_benchmark: 1313.8988,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1324.7884,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1317.5857, 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 fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, f_measure: 0.871, kappa: 0.74, kb_relative_information_score: 163.8497, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8757, predictive_accuracy: 0.872, prior_entropy: 0.9955, recall: 0.872, relative_absolute_error: 0.3686, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.6568, scimark_benchmark: 901.8743,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9039, kappa: 0.8065, kb_relative_information_score: 155.0207, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.904, predictive_accuracy: 0.904, prior_entropy: 0.9955, recall: 0.904, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.561, scimark_benchmark: 946.9304, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.8602, kappa: 0.7191, kb_relative_information_score: 163.2474, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.861, predictive_accuracy: 0.86, prior_entropy: 0.9955, recall: 0.86, relative_absolute_error: 0.3663, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6115, scimark_benchmark: 1310.3168,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 1349.1517,
Martijn Post 9 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.8316, kappa: 0.6605, kb_relative_information_score: 142.0586, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8321, predictive_accuracy: 0.832, prior_entropy: 0.9955, recall: 0.832, relative_absolute_error: 0.46, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3693, root_relative_squared_error: 0.7409, scimark_benchmark: 1779.392,
Martijn Post 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4799, f_measure: 0.3787, kb_relative_information_score: -0.0764, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.2916, predictive_accuracy: 0.54, prior_entropy: 0.9955, recall: 0.54, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4985, root_relative_squared_error: 1.0002, scimark_benchmark: 1838.8826,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6765, f_measure: 0.6555, kappa: 0.3058, kb_relative_information_score: 39.6345, mean_absolute_error: 0.4273, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6553, predictive_accuracy: 0.656, prior_entropy: 0.9955, recall: 0.656, relative_absolute_error: 0.8601, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4811, root_relative_squared_error: 0.9653,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8704, f_measure: 0.8637, kappa: 0.7252, kb_relative_information_score: 148.5843, mean_absolute_error: 0.2171, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8643, predictive_accuracy: 0.864, prior_entropy: 0.9955, recall: 0.864, relative_absolute_error: 0.437, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.706, scimark_benchmark: 1779.392,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.888, kappa: 0.7746, kb_relative_information_score: 166.5343, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.888, predictive_accuracy: 0.888, prior_entropy: 0.9955, recall: 0.888, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.287, root_relative_squared_error: 0.5758,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6765, f_measure: 0.6555, kappa: 0.3058, kb_relative_information_score: 39.6345, mean_absolute_error: 0.4273, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6553, predictive_accuracy: 0.656, prior_entropy: 0.9955, recall: 0.656, relative_absolute_error: 0.8601, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4811, root_relative_squared_error: 0.9653,
William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.8441, kappa: 0.6866, kb_relative_information_score: 167.4986, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8445, predictive_accuracy: 0.844, prior_entropy: 0.9955, recall: 0.844, relative_absolute_error: 0.3351, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3754, root_relative_squared_error: 0.7532,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6983, f_measure: 0.6231, kappa: 0.2402, kb_relative_information_score: 44.9045, mean_absolute_error: 0.4148, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6228, predictive_accuracy: 0.624, prior_entropy: 0.9955, recall: 0.624, relative_absolute_error: 0.8349, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4808, root_relative_squared_error: 0.9646,
Martijn Post 9 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9039, kappa: 0.8065, kb_relative_information_score: 155.0207, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.904, predictive_accuracy: 0.904, prior_entropy: 0.9955, recall: 0.904, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.561, scimark_benchmark: 1838.8826, usercpu_time_millis: 46.8003, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 31.2002,
William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9359, f_measure: 0.8759, kappa: 0.7499, kb_relative_information_score: 114.6694, mean_absolute_error: 0.2967, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.876, predictive_accuracy: 0.876, prior_entropy: 0.9955, recall: 0.876, relative_absolute_error: 0.5971, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3376, root_relative_squared_error: 0.6774,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.924, kappa: 0.8469, kb_relative_information_score: 190.1175, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.924, predictive_accuracy: 0.924, prior_entropy: 0.9955, recall: 0.924, relative_absolute_error: 0.2541, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.5019,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.8718, kappa: 0.7417, kb_relative_information_score: 161.2783, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8721, predictive_accuracy: 0.872, prior_entropy: 0.9955, recall: 0.872, relative_absolute_error: 0.3699, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.6414,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.675, f_measure: 0.6231, kappa: 0.2402, kb_relative_information_score: 42.2704, mean_absolute_error: 0.4203, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6228, predictive_accuracy: 0.624, prior_entropy: 0.9955, recall: 0.624, relative_absolute_error: 0.8459, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4877, root_relative_squared_error: 0.9785, scimark_benchmark: 1732.2066,
Martijn Post 9 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.6325, kappa: 0.2659, kb_relative_information_score: 64.2985, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.637, predictive_accuracy: 0.632, prior_entropy: 0.9955, recall: 0.632, relative_absolute_error: 0.7407, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.6066, root_relative_squared_error: 1.2172, scimark_benchmark: 1779.392,
William Raynaut 7 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4799, f_measure: 0.3787, kb_relative_information_score: -0.0764, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.2916, predictive_accuracy: 0.54, prior_entropy: 0.9955, recall: 0.54, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4985, root_relative_squared_error: 1.0002,
Random Bot 9 years ago
ran flow classif.J48(26) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7974, f_measure: 0.7997, kappa: 0.5964, kb_relative_information_score: 149.0669, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 0.9955, recall: 0.8, relative_absolute_error: 0.4026, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8973,
Martijn Post 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6464, f_measure: 0.6485, kappa: 0.2951, kb_relative_information_score: 46.1407, mean_absolute_error: 0.4116, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6504, predictive_accuracy: 0.648, prior_entropy: 0.9955, recall: 0.648, relative_absolute_error: 0.8284, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5242, root_relative_squared_error: 1.0517, scimark_benchmark: 1732.2066,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7508, f_measure: 0.6963, kappa: 0.3897, kb_relative_information_score: 64.4522, mean_absolute_error: 0.377, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.697, predictive_accuracy: 0.696, prior_entropy: 0.9955, recall: 0.696, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4488, root_relative_squared_error: 0.9004,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_SGD(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5776, f_measure: 0.5801, kappa: 0.1551, kb_relative_information_score: 38.0606, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.5803, predictive_accuracy: 0.58, prior_entropy: 0.9955, recall: 0.58, relative_absolute_error: 0.8454, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3003, scimark_benchmark: 1779.392,
Joaquin Vanschoren 9 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7186, f_measure: 0.6603, kappa: 0.3169, kb_relative_information_score: 48.8773, mean_absolute_error: 0.4086, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6607, predictive_accuracy: 0.66, prior_entropy: 0.9955, recall: 0.66, relative_absolute_error: 0.8225, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4618, root_relative_squared_error: 0.9266, scimark_benchmark: 942.2392,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8796, kappa: 0.7572, kb_relative_information_score: 164.9235, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.881, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6043, scimark_benchmark: 905.2959,
Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.8959, kappa: 0.7904, kb_relative_information_score: 151.8008, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.896, predictive_accuracy: 0.896, prior_entropy: 0.9955, recall: 0.896, relative_absolute_error: 0.431, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.6027, scimark_benchmark: 934.695,
William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9039, kappa: 0.8065, kb_relative_information_score: 155.0207, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.904, predictive_accuracy: 0.904, prior_entropy: 0.9955, recall: 0.904, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.561,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5831, f_measure: 0.5867, kappa: 0.1669, kb_relative_information_score: 42.0972, mean_absolute_error: 0.412, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.5864, predictive_accuracy: 0.588, prior_entropy: 0.9955, recall: 0.588, relative_absolute_error: 0.8293, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.6419, root_relative_squared_error: 1.2879,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, f_measure: 0.7232, kappa: 0.4419, kb_relative_information_score: 110.7193, mean_absolute_error: 0.276, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7235, predictive_accuracy: 0.724, prior_entropy: 0.9955, recall: 0.724, relative_absolute_error: 0.5555, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5254, root_relative_squared_error: 1.0541,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.8442, kappa: 0.6874, kb_relative_information_score: 149.3617, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8458, predictive_accuracy: 0.844, prior_entropy: 0.9955, recall: 0.844, relative_absolute_error: 0.4213, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3404, root_relative_squared_error: 0.6831,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6767, f_measure: 0.6436, kappa: 0.282, kb_relative_information_score: 38.6741, mean_absolute_error: 0.429, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6434, predictive_accuracy: 0.644, prior_entropy: 0.9955, recall: 0.644, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4816, root_relative_squared_error: 0.9664,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.8441, kappa: 0.6866, kb_relative_information_score: 167.4986, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8445, predictive_accuracy: 0.844, prior_entropy: 0.9955, recall: 0.844, relative_absolute_error: 0.3351, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3754, root_relative_squared_error: 0.7532,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6172, f_measure: 0.6199, kappa: 0.2346, kb_relative_information_score: 58.2436, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6198, predictive_accuracy: 0.62, prior_entropy: 0.9955, recall: 0.62, relative_absolute_error: 0.7649, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.6164, root_relative_squared_error: 1.2368,
Joaquin Vanschoren 9 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9079, kappa: 0.8145, kb_relative_information_score: 176.1525, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9081, predictive_accuracy: 0.908, prior_entropy: 0.9955, recall: 0.908, relative_absolute_error: 0.3217, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2797, root_relative_squared_error: 0.5612, scimark_benchmark: 851.2074, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8799, kappa: 0.7581, kb_relative_information_score: 142.6612, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.6349, scimark_benchmark: 972.587, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.7923, kappa: 0.5829, kb_relative_information_score: 145.0303, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7935, predictive_accuracy: 0.792, prior_entropy: 0.9955, recall: 0.792, relative_absolute_error: 0.4187, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4561, root_relative_squared_error: 0.9151, usercpu_time_millis: 1.504, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 1.3,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ada(5) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.8999, kappa: 0.7983, kb_relative_information_score: 199.5243, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9, predictive_accuracy: 0.9, prior_entropy: 0.9955, recall: 0.9, relative_absolute_error: 0.2013, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3162, root_relative_squared_error: 0.6345, usercpu_time_millis: 11.639, usercpu_time_millis_testing: 1.547, usercpu_time_millis_training: 10.092,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.644, f_measure: 0.6445, kappa: 0.2866, kb_relative_information_score: 70.3534, mean_absolute_error: 0.356, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.646, predictive_accuracy: 0.644, prior_entropy: 0.9955, recall: 0.644, relative_absolute_error: 0.7166, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5967, root_relative_squared_error: 1.1972, usercpu_time_millis: 0.647, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.542,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6594, f_measure: 0.6604, kappa: 0.3178, kb_relative_information_score: 78.4265, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6613, predictive_accuracy: 0.66, prior_entropy: 0.9955, recall: 0.66, relative_absolute_error: 0.6843, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1699, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.082,
Rafael Gomes Mantovani 9 years ago
ran flow classif.logreg(7) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6464, f_measure: 0.6482, kappa: 0.2924, kb_relative_information_score: 72.3717, mean_absolute_error: 0.352, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6485, predictive_accuracy: 0.648, prior_entropy: 0.9955, recall: 0.648, relative_absolute_error: 0.7085, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5933, root_relative_squared_error: 1.1904, usercpu_time_millis: 0.485, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.133,
Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6488, f_measure: 0.6516, kappa: 0.2982, kb_relative_information_score: 74.3899, mean_absolute_error: 0.348, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6514, predictive_accuracy: 0.652, prior_entropy: 0.9955, recall: 0.652, relative_absolute_error: 0.7004, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5899, root_relative_squared_error: 1.1836, usercpu_time_millis: 0.373, usercpu_time_millis_testing: 0.238, usercpu_time_millis_training: 0.135,
Rafael Gomes Mantovani 9 years ago
ran flow classif.binomial(5) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6464, f_measure: 0.6482, kappa: 0.2924, kb_relative_information_score: 72.3717, mean_absolute_error: 0.352, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6485, predictive_accuracy: 0.648, prior_entropy: 0.9955, recall: 0.648, relative_absolute_error: 0.7085, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5933, root_relative_squared_error: 1.1904, usercpu_time_millis: 0.648, usercpu_time_millis_testing: 0.504, usercpu_time_millis_training: 0.144,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(3) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5668, f_measure: 0.5704, kappa: 0.1354, kb_relative_information_score: 36.0423, mean_absolute_error: 0.424, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.5723, predictive_accuracy: 0.576, prior_entropy: 0.9955, recall: 0.576, relative_absolute_error: 0.8534, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.6512, root_relative_squared_error: 1.3065, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.248,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bartMachine(3) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.9117, kappa: 0.8219, kb_relative_information_score: 205.5792, mean_absolute_error: 0.088, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9133, predictive_accuracy: 0.912, prior_entropy: 0.9955, recall: 0.912, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2966, root_relative_squared_error: 0.5952, usercpu_time_millis: 54.871, usercpu_time_millis_testing: 3.371, usercpu_time_millis_training: 51.5,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6303, f_measure: 0.6322, kappa: 0.2602, kb_relative_information_score: 64.2985, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6325, predictive_accuracy: 0.632, prior_entropy: 0.9955, recall: 0.632, relative_absolute_error: 0.7407, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.6066, root_relative_squared_error: 1.2172, usercpu_time_millis: 0.466, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 0.251,
Rafael Gomes Mantovani 9 years ago
ran flow classif.hdrda(2) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6594, f_measure: 0.6604, kappa: 0.3178, kb_relative_information_score: 78.4265, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6613, predictive_accuracy: 0.66, prior_entropy: 0.9955, recall: 0.66, relative_absolute_error: 0.6843, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1699, usercpu_time_millis: 0.149, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.117,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6277, f_measure: 0.6311, kappa: 0.2564, kb_relative_information_score: 64.2985, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6309, predictive_accuracy: 0.632, prior_entropy: 0.9955, recall: 0.632, relative_absolute_error: 0.7407, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.6066, root_relative_squared_error: 1.2172, usercpu_time_millis: 1.888, usercpu_time_millis_testing: 0.732, usercpu_time_millis_training: 1.156,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8643, f_measure: 0.8674, kappa: 0.7328, kb_relative_information_score: 183.3779, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8692, predictive_accuracy: 0.868, prior_entropy: 0.9955, recall: 0.868, relative_absolute_error: 0.2657, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.729, usercpu_time_millis: 2.016, usercpu_time_millis_testing: 0.702, usercpu_time_millis_training: 1.314,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6346, f_measure: 0.6363, kappa: 0.2687, kb_relative_information_score: 66.3168, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6368, predictive_accuracy: 0.636, prior_entropy: 0.9955, recall: 0.636, relative_absolute_error: 0.7327, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.6033, root_relative_squared_error: 1.2105, usercpu_time_millis: 0.048, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.036,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7351, f_measure: 0.7323, kappa: 0.4657, kb_relative_information_score: 114.7559, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7379, predictive_accuracy: 0.732, prior_entropy: 0.9955, recall: 0.732, relative_absolute_error: 0.5394, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5177, root_relative_squared_error: 1.0387, usercpu_time_millis: 0.238, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.198,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bdk(3) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6618, f_measure: 0.664, kappa: 0.3237, kb_relative_information_score: 80.4448, mean_absolute_error: 0.336, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.664, predictive_accuracy: 0.664, prior_entropy: 0.9955, recall: 0.664, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5797, root_relative_squared_error: 1.163, usercpu_time_millis: 0.702, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.67,
Rafael Gomes Mantovani 9 years ago
ran flow classif.blackboost(2) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7158, f_measure: 0.7185, kappa: 0.4444, kb_relative_information_score: 114.7559, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7597, predictive_accuracy: 0.732, prior_entropy: 0.9955, recall: 0.732, relative_absolute_error: 0.5394, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5177, root_relative_squared_error: 1.0387, usercpu_time_millis: 1.39, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 1.197,
Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3787, kb_relative_information_score: 17.8777, mean_absolute_error: 0.46, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.2916, predictive_accuracy: 0.54, prior_entropy: 0.9955, recall: 0.54, relative_absolute_error: 0.9259, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.6782, root_relative_squared_error: 1.3608, usercpu_time_millis: 0.356, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.32,
Rafael Gomes Mantovani 9 years ago
ran flow classif.extraTrees(3) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8873, f_measure: 0.888, kappa: 0.7746, kb_relative_information_score: 193.4694, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.888, predictive_accuracy: 0.888, prior_entropy: 0.9955, recall: 0.888, relative_absolute_error: 0.2254, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3347, root_relative_squared_error: 0.6715, usercpu_time_millis: 1.24, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 1.057,