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Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9624, kappa: 0.9247, kb_relative_information_score: 7512.1957, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9641, predictive_accuracy: 0.9625, prior_entropy: 0.9991, recall: 0.9625, relative_absolute_error: 0.0755, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3278, scimark_benchmark: 932.5646, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.998, kappa: 0.9961, kb_relative_information_score: 8091.9366, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.9991, recall: 0.998, relative_absolute_error: 0.0039, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0444, root_relative_squared_error: 0.0888, scimark_benchmark: 1371.174, usercpu_time_millis: 6770, usercpu_time_millis_testing: 1800, usercpu_time_millis_training: 4970,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997, scimark_benchmark: 1342.6744, 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 mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1313.8988, usercpu_time_millis: 70, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.999, kb_relative_information_score: 8099.562, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9991, recall: 0.9995, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0178, root_relative_squared_error: 0.0357, scimark_benchmark: 1264.9916, usercpu_time_millis: 667850, usercpu_time_millis_testing: 58040, usercpu_time_millis_training: 609810,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1347.993, usercpu_time_millis: 70, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1347.993, usercpu_time_millis: 60, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1347.993, usercpu_time_millis: 70, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1325.5735, usercpu_time_millis: 70, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8117.7231, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0101, root_relative_squared_error: 0.0203, scimark_benchmark: 1347.993, usercpu_time_millis: 250, usercpu_time_millis_training: 250,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.999, kb_relative_information_score: 8099.562, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9991, recall: 0.9995, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0178, root_relative_squared_error: 0.0357, scimark_benchmark: 1345.6844, usercpu_time_millis: 546810, usercpu_time_millis_testing: 56870, usercpu_time_millis_training: 489940,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1337.1928, usercpu_time_millis: 70, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9624, kappa: 0.9247, kb_relative_information_score: 7512.1957, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9641, predictive_accuracy: 0.9625, prior_entropy: 0.9991, recall: 0.9625, relative_absolute_error: 0.0755, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3278, scimark_benchmark: 1345.6844, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.998, kappa: 0.9961, kb_relative_information_score: 8091.9366, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.9991, recall: 0.998, relative_absolute_error: 0.0039, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0444, root_relative_squared_error: 0.0888, scimark_benchmark: 1325.8468, usercpu_time_millis: 7960, usercpu_time_millis_testing: 1820, usercpu_time_millis_training: 6140,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1332.1612, usercpu_time_millis: 80, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8122.426, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0021, root_relative_squared_error: 0.0042, scimark_benchmark: 1324.6442, usercpu_time_millis: 5380, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 5280,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.998, kappa: 0.9961, kb_relative_information_score: 8091.9366, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.9991, recall: 0.998, relative_absolute_error: 0.0039, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0444, root_relative_squared_error: 0.0888, scimark_benchmark: 1340.9749, usercpu_time_millis: 6630, usercpu_time_millis_testing: 1820, usercpu_time_millis_training: 4810,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 908.2231, usercpu_time_millis: 150, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.998, kappa: 0.9961, kb_relative_information_score: 8091.9366, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.9991, recall: 0.998, relative_absolute_error: 0.0039, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0444, root_relative_squared_error: 0.0888, scimark_benchmark: 1349.1517, usercpu_time_millis: 5840, usercpu_time_millis_testing: 1730, usercpu_time_millis_training: 4110,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1313.8988, usercpu_time_millis: 60, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9624, kappa: 0.9247, kb_relative_information_score: 7512.1957, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9641, predictive_accuracy: 0.9625, prior_entropy: 0.9991, recall: 0.9625, relative_absolute_error: 0.0755, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3278, scimark_benchmark: 1313.8988, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.998, kappa: 0.9961, kb_relative_information_score: 8091.9366, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.9991, recall: 0.998, relative_absolute_error: 0.0039, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0444, root_relative_squared_error: 0.0888, scimark_benchmark: 1324.8408, usercpu_time_millis: 7310, usercpu_time_millis_testing: 1830, usercpu_time_millis_training: 5480,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1331.7953, usercpu_time_millis: 60, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1349.1517, usercpu_time_millis: 60, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8119.3105, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0034, root_relative_squared_error: 0.0067, scimark_benchmark: 1318.6467, usercpu_time_millis: 430, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 330,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1324.8408, usercpu_time_millis: 70, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1374.9737, usercpu_time_millis: 70, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1321.8321, usercpu_time_millis: 70, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1337.9552, usercpu_time_millis: 70, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1347.1763, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1353.0836, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8117.7231, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0101, root_relative_squared_error: 0.0203, scimark_benchmark: 1324.7884, usercpu_time_millis: 200, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 190,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997, scimark_benchmark: 1324.9519, 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 mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1342.8632, usercpu_time_millis: 60, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.999, kappa: 0.998, kb_relative_information_score: 7860.6559, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9991, recall: 0.999, relative_absolute_error: 0.0418, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0525, root_relative_squared_error: 0.105, scimark_benchmark: 1314.9949, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8119.3105, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0034, root_relative_squared_error: 0.0067, scimark_benchmark: 1342.8632, usercpu_time_millis: 390, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 290,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1342.8632, usercpu_time_millis: 60, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8122.426, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0021, root_relative_squared_error: 0.0042, scimark_benchmark: 1350.2591, usercpu_time_millis: 5310, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 5210,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997, scimark_benchmark: 946.9304, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8119.3105, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0034, root_relative_squared_error: 0.0067, scimark_benchmark: 946.9304, usercpu_time_millis: 610, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 500,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1324.6442, usercpu_time_millis: 60, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9624, kappa: 0.9247, kb_relative_information_score: 7512.1957, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9641, predictive_accuracy: 0.9625, prior_entropy: 0.9991, recall: 0.9625, relative_absolute_error: 0.0755, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3278, scimark_benchmark: 1350.2591, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 1350.2591, usercpu_time_millis: 70, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 10,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9901, kappa: 0.9803, kb_relative_information_score: 7853.5417, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9903, predictive_accuracy: 0.9902, prior_entropy: 0.9991, recall: 0.9902, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.1956,
Martijn Post 9 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9988, kb_relative_information_score: 8111.2046, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.9991, recall: 0.9994, relative_absolute_error: 0.0017, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0218, root_relative_squared_error: 0.0437, scimark_benchmark: 1779.392, usercpu_time_millis: 31.2002, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 15.6001,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.8085, mean_absolute_error: 0, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0, root_relative_squared_error: 0,
Martijn Post 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.3535, kb_relative_information_score: -0.0027, mean_absolute_error: 0.4994, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.2683, predictive_accuracy: 0.518, prior_entropy: 0.9991, recall: 0.518, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4997, root_relative_squared_error: 1, scimark_benchmark: 1838.8826,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9901, kappa: 0.9803, kb_relative_information_score: 7852.9174, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9903, predictive_accuracy: 0.9902, prior_entropy: 0.9991, recall: 0.9902, relative_absolute_error: 0.0384, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.1959, scimark_benchmark: 1779.392, usercpu_time_millis: 31.2002, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 15.6001,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9547, kappa: 0.9093, kb_relative_information_score: 7402.4388, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9573, predictive_accuracy: 0.9548, prior_entropy: 0.9991, recall: 0.9548, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.3658,
William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997,
Martijn Post 9 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8119.3105, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0034, root_relative_squared_error: 0.0067, scimark_benchmark: 1838.8826, usercpu_time_millis: 296.4019, usercpu_time_millis_testing: 78.0005, usercpu_time_millis_training: 218.4014,
William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8049.744, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0122, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0217, root_relative_squared_error: 0.0435,
Martijn Post 9 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997, scimark_benchmark: 1779.392, usercpu_time_millis: 1747.2112, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 1731.6111,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9862, kappa: 0.9724, kb_relative_information_score: 7761.2261, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9866, predictive_accuracy: 0.9862, prior_entropy: 0.9991, recall: 0.9862, relative_absolute_error: 0.0506, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.2239, scimark_benchmark: 1732.2066, 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.ZeroR(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.3535, kb_relative_information_score: -0.0027, mean_absolute_error: 0.4994, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.2683, predictive_accuracy: 0.518, prior_entropy: 0.9991, recall: 0.518, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4997, root_relative_squared_error: 1,
Martijn Post 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9929, kappa: 0.9857, kb_relative_information_score: 7972.2731, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9929, predictive_accuracy: 0.9929, prior_entropy: 0.9991, recall: 0.9929, relative_absolute_error: 0.0201, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.1558, scimark_benchmark: 1732.2066, usercpu_time_millis: 62.4004, usercpu_time_millis_testing: 31.2002, usercpu_time_millis_training: 31.2002,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9473, mean_absolute_error: 0, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0, root_relative_squared_error: 0,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_SGD(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9901, kappa: 0.9803, kb_relative_information_score: 7963.6978, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9903, predictive_accuracy: 0.9902, prior_entropy: 0.9991, recall: 0.9902, relative_absolute_error: 0.0197, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.1986, scimark_benchmark: 1779.392, usercpu_time_millis: 468.003, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 452.4029,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8119.3105, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0034, root_relative_squared_error: 0.0067, scimark_benchmark: 947.1781, usercpu_time_millis: 620, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 480,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 905.2959,
Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8117.7231, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0101, root_relative_squared_error: 0.0203, scimark_benchmark: 934.695,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9547, kappa: 0.9093, kb_relative_information_score: 7402.4388, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9573, predictive_accuracy: 0.9548, prior_entropy: 0.9991, recall: 0.9548, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.3658,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9901, kappa: 0.9803, kb_relative_information_score: 7963.6978, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9903, predictive_accuracy: 0.9902, prior_entropy: 0.9991, recall: 0.9902, relative_absolute_error: 0.0197, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.1986,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9572, kappa: 0.9143, kb_relative_information_score: 7433.1838, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9594, predictive_accuracy: 0.9573, prior_entropy: 0.9991, recall: 0.9573, relative_absolute_error: 0.0849, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.3535,
William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8119.3105, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0034, root_relative_squared_error: 0.0067,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997,
Joaquin Vanschoren 9 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.998, kb_relative_information_score: 7816.9488, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9991, recall: 0.999, relative_absolute_error: 0.0487, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.057, root_relative_squared_error: 0.114, scimark_benchmark: 851.2074, usercpu_time_millis: 4480, usercpu_time_millis_training: 4480,
Joaquin Vanschoren 9 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.999, kappa: 0.998, kb_relative_information_score: 7860.6559, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9991, recall: 0.999, relative_absolute_error: 0.0418, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0525, root_relative_squared_error: 0.105, scimark_benchmark: 972.587, usercpu_time_millis: 310, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 300,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9589, kappa: 0.9177, kb_relative_information_score: 7462.9072, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9616, predictive_accuracy: 0.959, prior_entropy: 0.9991, recall: 0.959, relative_absolute_error: 0.082, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.3358,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9901, kappa: 0.9803, kb_relative_information_score: 6417.7152, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9903, predictive_accuracy: 0.9902, prior_entropy: 0.9991, recall: 0.9902, relative_absolute_error: 0.2506, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3705,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9901, kappa: 0.9803, kb_relative_information_score: 7853.5417, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9903, predictive_accuracy: 0.9902, prior_entropy: 0.9991, recall: 0.9902, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.1956, scimark_benchmark: 1873.1108, usercpu_time_millis: 3093.75, usercpu_time_millis_testing: 3078.125, usercpu_time_millis_training: 15.625,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9852, kappa: 0.9704, kb_relative_information_score: 7804.795, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9856, predictive_accuracy: 0.9852, prior_entropy: 0.9991, recall: 0.9852, relative_absolute_error: 0.0438, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.2187,
Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 8110.985, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.9991, recall: 0.9993, relative_absolute_error: 0.0016, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0209, root_relative_squared_error: 0.0418, scimark_benchmark: 1873.1108, usercpu_time_millis: 10968.75, usercpu_time_millis_testing: 10968.75,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-NaiveBayes(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8122.5, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0057, root_relative_squared_error: 0.0113,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8112.6874, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0019, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0044, root_relative_squared_error: 0.0088,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-SMO(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9901, kappa: 0.9803, kb_relative_information_score: 7853.5417, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9903, predictive_accuracy: 0.9902, prior_entropy: 0.9991, recall: 0.9902, relative_absolute_error: 0.0382, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.1956, scimark_benchmark: 1840.6094, usercpu_time_millis: 3671.875, usercpu_time_millis_testing: 3640.625, usercpu_time_millis_training: 31.25,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-IBk5(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8122.4633, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0036, root_relative_squared_error: 0.0072,
Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.8281, mean_absolute_error: 0, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0, root_relative_squared_error: 0, scimark_benchmark: 1840.6094, usercpu_time_millis: 7203.125, usercpu_time_millis_testing: 7203.125,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 974.2014, usercpu_time_millis: 110, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9995, kb_relative_information_score: 8119.7601, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.9991, recall: 0.9998, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0248, scimark_benchmark: 941.3847, usercpu_time_millis: 80, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.998, kappa: 0.9961, kb_relative_information_score: 8091.9366, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.9991, recall: 0.998, relative_absolute_error: 0.0039, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0444, root_relative_squared_error: 0.0888, scimark_benchmark: 932.438, usercpu_time_millis: 4370, usercpu_time_millis_testing: 1530, usercpu_time_millis_training: 2840,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 7837.6675, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9894, predictive_accuracy: 0.9892, prior_entropy: 0.9991, recall: 0.9892, relative_absolute_error: 0.0402, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.2052, scimark_benchmark: 1447.2612, usercpu_time_millis: 3562.5, usercpu_time_millis_testing: 3531.25, usercpu_time_millis_training: 31.25,
Jan van Rijn 9 years ago
ran flow weka.JRip(5) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997, scimark_benchmark: 1021.4759, usercpu_time_millis: 280, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 270,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-J48(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-IBk5(1) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.8301, mean_absolute_error: 0, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0, root_relative_squared_error: 0,
Jan van Rijn 9 years ago
ran flow weka.Logistic(6) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997, scimark_benchmark: 1120.8355, usercpu_time_millis: 2280, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2260,
Jan van Rijn 9 years ago
ran flow weka.SMO_PolyKernel(11) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997, scimark_benchmark: 1002.5331, usercpu_time_millis: 1550, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1520,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8119.3105, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0034, root_relative_squared_error: 0.0067, scimark_benchmark: 938.988, usercpu_time_millis: 490, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 350,
Joaquin Vanschoren 10 years ago
ran flow weka.RotationForest_PrincipalComponents_J48(14) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.0574, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.0035, scimark_benchmark: 901.6243, usercpu_time_millis: 210140, usercpu_time_millis_testing: 68370, usercpu_time_millis_training: 141770,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8122.426, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0021, root_relative_squared_error: 0.0042, scimark_benchmark: 934.695, usercpu_time_millis: 4550, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 4510,
Joaquin Vanschoren 10 years ago
ran flow weka.Grading_ZeroR(2) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3535, kb_relative_information_score: 277.3862, mean_absolute_error: 0.482, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.2683, predictive_accuracy: 0.518, prior_entropy: 0.9991, recall: 0.518, relative_absolute_error: 0.9653, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.6943, root_relative_squared_error: 1.3895, scimark_benchmark: 941.9549, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.END_ND_J48(3) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.9963, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, root_mean_prior_squared_error: 0.4997, scimark_benchmark: 942.6192, usercpu_time_millis: 70, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(3) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9635, kappa: 0.927, kb_relative_information_score: 7134.5106, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 0.9638, predictive_accuracy: 0.9636, prior_entropy: 0.9991, recall: 0.9636, relative_absolute_error: 0.1287, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.2031, root_relative_squared_error: 0.4065, scimark_benchmark: 935.6052, usercpu_time_millis: 100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 90,
Joaquin Vanschoren 10 years ago
ran flow weka.RotationForest_PrincipalComponents_J48(14) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.1017, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.0036, scimark_benchmark: 945.2015, usercpu_time_millis: 57910, usercpu_time_millis_testing: 16240, usercpu_time_millis_training: 41670,
Joaquin Vanschoren 10 years ago
ran flow weka.RotationForest_PrincipalComponents_J48(14) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8123.2305, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0017, root_relative_squared_error: 0.0034, scimark_benchmark: 938.988, usercpu_time_millis: 105800, usercpu_time_millis_testing: 30900, usercpu_time_millis_training: 74900,