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Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, build_cpu_time: 0.0686, build_memory: 910588960, f_measure: 0.95, kappa: 0.9, kb_relative_information_score: 152.6491, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9502, predictive_accuracy: 0.95, prior_entropy: 1, recall: 0.95, relative_absolute_error: 0.2665, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2286, root_relative_squared_error: 0.4572, scimark_benchmark: 927.3987,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.99, kappa: 0.98, kb_relative_information_score: 154.4917, mean_absolute_error: 0.1379, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.99, predictive_accuracy: 0.99, prior_entropy: 1, recall: 0.99, relative_absolute_error: 0.2758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.3573, scimark_benchmark: 1347.5461, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8729, f_measure: 0.8549, kappa: 0.71, kb_relative_information_score: 106.0504, mean_absolute_error: 0.251, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.8559, predictive_accuracy: 0.855, prior_entropy: 1, recall: 0.855, relative_absolute_error: 0.5019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.7318, scimark_benchmark: 1303.5632, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.6439, kappa: 0.29, kb_relative_information_score: 57.7124, mean_absolute_error: 0.3578, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6468, predictive_accuracy: 0.645, prior_entropy: 1, recall: 0.645, relative_absolute_error: 0.7156, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4894, root_relative_squared_error: 0.9788, scimark_benchmark: 932.5646,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.925, kappa: 0.85, kb_relative_information_score: 128.489, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.925, predictive_accuracy: 0.925, prior_entropy: 1, recall: 0.925, relative_absolute_error: 0.4088, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.5494, scimark_benchmark: 1360.6367,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.955, kappa: 0.91, kb_relative_information_score: 144.8751, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.955, predictive_accuracy: 0.955, prior_entropy: 1, recall: 0.955, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.4692, scimark_benchmark: 1303.9481, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1342.6744,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1347.6184,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1350.7721,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.97, kappa: 0.94, kb_relative_information_score: 188, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 1, recall: 0.97, relative_absolute_error: 0.06, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1732, root_relative_squared_error: 0.3464, scimark_benchmark: 1326.2019, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.99, kappa: 0.98, kb_relative_information_score: 154.4917, mean_absolute_error: 0.1379, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.99, predictive_accuracy: 0.99, prior_entropy: 1, recall: 0.99, relative_absolute_error: 0.2758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.3573, scimark_benchmark: 1338.5214, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1354.5533,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.91, kappa: 0.82, kb_relative_information_score: 137.1457, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9102, predictive_accuracy: 0.91, prior_entropy: 1, recall: 0.91, relative_absolute_error: 0.3494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.5291, scimark_benchmark: 1313.8988, 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 prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1339.2472,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1303.5632,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.925, kappa: 0.85, kb_relative_information_score: 128.489, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.925, predictive_accuracy: 0.925, prior_entropy: 1, recall: 0.925, relative_absolute_error: 0.4088, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.5494, scimark_benchmark: 1339.2472, 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 prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1349.1517,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1349.1517,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1303.5632,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.6439, kappa: 0.29, kb_relative_information_score: 57.7124, mean_absolute_error: 0.3578, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6468, predictive_accuracy: 0.645, prior_entropy: 1, recall: 0.645, relative_absolute_error: 0.7156, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4894, root_relative_squared_error: 0.9788, scimark_benchmark: 1337.8124,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1331.1314,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.955, kappa: 0.91, kb_relative_information_score: 144.8751, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.955, predictive_accuracy: 0.955, prior_entropy: 1, recall: 0.955, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.4692, scimark_benchmark: 1350.2591, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1319.4538,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1324.7884,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1332.9478,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.91, kappa: 0.82, kb_relative_information_score: 137.1457, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9102, predictive_accuracy: 0.91, prior_entropy: 1, recall: 0.91, relative_absolute_error: 0.3494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.5291, scimark_benchmark: 1324.7884, 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 prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1318.6467,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.925, kappa: 0.85, kb_relative_information_score: 128.489, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.925, predictive_accuracy: 0.925, prior_entropy: 1, recall: 0.925, relative_absolute_error: 0.4088, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.5494, scimark_benchmark: 1314.9949,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1309.4998,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1333.202,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 930.5999,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 930.5999,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7173, f_measure: 0.7097, kappa: 0.43, kb_relative_information_score: 50.569, mean_absolute_error: 0.3882, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.7319, predictive_accuracy: 0.715, prior_entropy: 1, recall: 0.715, relative_absolute_error: 0.7765, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4508, root_relative_squared_error: 0.9015, scimark_benchmark: 915.9028,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.955, kappa: 0.91, kb_relative_information_score: 144.8751, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.955, predictive_accuracy: 0.955, prior_entropy: 1, recall: 0.955, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.4692, scimark_benchmark: 946.9304, 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 prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1340.9749,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.91, kappa: 0.82, kb_relative_information_score: 137.1457, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9102, predictive_accuracy: 0.91, prior_entropy: 1, recall: 0.91, relative_absolute_error: 0.3494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.5291, scimark_benchmark: 1317.5857,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1324.6442, 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 prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 1324.6442,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.6439, kappa: 0.29, kb_relative_information_score: 57.7124, mean_absolute_error: 0.3578, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6468, predictive_accuracy: 0.645, prior_entropy: 1, recall: 0.645, relative_absolute_error: 0.7156, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4894, root_relative_squared_error: 0.9788, scimark_benchmark: 1317.5857,
William Raynaut 7 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7334, f_measure: 0.7049, kappa: 0.41, kb_relative_information_score: 57.1591, mean_absolute_error: 0.3706, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.7052, predictive_accuracy: 0.705, prior_entropy: 1, recall: 0.705, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4616, root_relative_squared_error: 0.9232, scimark_benchmark: 1779.392,
William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8948, kappa: 0.79, kb_relative_information_score: 115.4779, mean_absolute_error: 0.2368, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.8982, predictive_accuracy: 0.895, prior_entropy: 1, recall: 0.895, relative_absolute_error: 0.4737, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.5935,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.945, kappa: 0.89, kb_relative_information_score: 152.3036, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.945, predictive_accuracy: 0.945, prior_entropy: 1, recall: 0.945, relative_absolute_error: 0.2659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.4644,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7752, f_measure: 0.7, kappa: 0.4, kb_relative_information_score: 62.6081, mean_absolute_error: 0.3531, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.7001, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.7063, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.8802,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7752, f_measure: 0.7, kappa: 0.4, kb_relative_information_score: 62.6081, mean_absolute_error: 0.3531, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.7001, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.7063, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.8802,
Martijn Post 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1838.8826,
Martijn Post 9 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.985, kappa: 0.97, kb_relative_information_score: 194, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9854, predictive_accuracy: 0.985, prior_entropy: 1, recall: 0.985, relative_absolute_error: 0.03, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1225, root_relative_squared_error: 0.2449, scimark_benchmark: 1779.392,
Random Bot 9 years ago
ran flow classif.ada(7) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.965, kappa: 0.93, kb_relative_information_score: 186, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.965, predictive_accuracy: 0.965, prior_entropy: 1, recall: 0.965, relative_absolute_error: 0.07, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.3742,
Martijn Post 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7029, f_measure: 0.605, kappa: 0.21, kb_relative_information_score: 50.4592, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.605, predictive_accuracy: 0.605, prior_entropy: 1, recall: 0.605, relative_absolute_error: 0.7466, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5326, root_relative_squared_error: 1.0652, scimark_benchmark: 1732.2066,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7357, f_measure: 0.6394, kappa: 0.28, kb_relative_information_score: 55.4476, mean_absolute_error: 0.3666, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6409, predictive_accuracy: 0.64, prior_entropy: 1, recall: 0.64, relative_absolute_error: 0.7332, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4776, root_relative_squared_error: 0.9552, scimark_benchmark: 1732.2066,
Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7028, f_measure: 0.61, kappa: 0.22, kb_relative_information_score: 50.3703, mean_absolute_error: 0.3735, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.61, predictive_accuracy: 0.61, prior_entropy: 1, recall: 0.61, relative_absolute_error: 0.7469, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5326, root_relative_squared_error: 1.0653, scimark_benchmark: 1838.8826, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
Martijn Post 9 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9011, f_measure: 0.8649, kappa: 0.73, kb_relative_information_score: 135.3054, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.8659, predictive_accuracy: 0.865, prior_entropy: 1, recall: 0.865, relative_absolute_error: 0.3387, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.6818, scimark_benchmark: 1779.392,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_SGD(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.67, f_measure: 0.67, kappa: 0.34, kb_relative_information_score: 68, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6701, predictive_accuracy: 0.67, prior_entropy: 1, recall: 0.67, relative_absolute_error: 0.66, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5745, root_relative_squared_error: 1.1489, scimark_benchmark: 1779.392, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.945, kappa: 0.89, kb_relative_information_score: 162.6893, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9454, predictive_accuracy: 0.945, prior_entropy: 1, recall: 0.945, relative_absolute_error: 0.2018, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4309,
Random Bot 9 years ago
ran flow classif.IBk(8) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.655, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 62, mean_absolute_error: 0.345, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.69, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5874, root_relative_squared_error: 1.1747,
Random Bot 9 years ago
ran flow classif.J48(24) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.645, f_measure: 0.6446, kappa: 0.29, kb_relative_information_score: 58, mean_absolute_error: 0.355, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6457, predictive_accuracy: 0.645, prior_entropy: 1, recall: 0.645, relative_absolute_error: 0.71, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5958, root_relative_squared_error: 1.1916,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6512, kappa: 0.31, kb_relative_information_score: 51.7087, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6622, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.7559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4685, root_relative_squared_error: 0.9369, scimark_benchmark: 905.2959,
Jakob Richter 9 years ago
ran flow ModelMultiplexer(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.965, kappa: 0.93, kb_relative_information_score: 186, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9662, predictive_accuracy: 0.965, prior_entropy: 1, recall: 0.965, relative_absolute_error: 0.07, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.3742,
Jakob Richter 9 years ago
ran flow ModelMultiplexer(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.965, kappa: 0.93, kb_relative_information_score: 186, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9662, predictive_accuracy: 0.965, prior_entropy: 1, recall: 0.965, relative_absolute_error: 0.07, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.3742,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.965, kappa: 0.93, kb_relative_information_score: 184.259, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9654, predictive_accuracy: 0.965, prior_entropy: 1, recall: 0.965, relative_absolute_error: 0.0814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.3258,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.965, kappa: 0.93, kb_relative_information_score: 186, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9662, predictive_accuracy: 0.965, prior_entropy: 1, recall: 0.965, relative_absolute_error: 0.07, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.3742,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7028, f_measure: 0.61, kappa: 0.22, kb_relative_information_score: 50.3703, mean_absolute_error: 0.3735, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.61, predictive_accuracy: 0.61, prior_entropy: 1, recall: 0.61, relative_absolute_error: 0.7469, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5326, root_relative_squared_error: 1.0653,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.655, f_measure: 0.6546, kappa: 0.31, kb_relative_information_score: 62, mean_absolute_error: 0.345, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6558, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.69, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5874, root_relative_squared_error: 1.1747,
William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.955, kappa: 0.91, kb_relative_information_score: 144.8751, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.955, predictive_accuracy: 0.955, prior_entropy: 1, recall: 0.955, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.4692,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6946, f_measure: 0.6391, kappa: 0.28, kb_relative_information_score: 54.0596, mean_absolute_error: 0.3681, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6414, predictive_accuracy: 0.64, prior_entropy: 1, recall: 0.64, relative_absolute_error: 0.7362, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5165, root_relative_squared_error: 1.033,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.655, f_measure: 0.6546, kappa: 0.31, kb_relative_information_score: 62, mean_absolute_error: 0.345, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6558, predictive_accuracy: 0.655, prior_entropy: 1, recall: 0.655, relative_absolute_error: 0.69, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5874, root_relative_squared_error: 1.1747,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.93, kappa: 0.86, kb_relative_information_score: 167.0849, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9302, predictive_accuracy: 0.93, prior_entropy: 1, recall: 0.93, relative_absolute_error: 0.1724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.5255,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6975, f_measure: 0.61, kappa: 0.22, kb_relative_information_score: 48.7019, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.61, predictive_accuracy: 0.61, prior_entropy: 1, recall: 0.61, relative_absolute_error: 0.7547, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5407, root_relative_squared_error: 1.0815,
Joaquin Vanschoren 9 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.99, kappa: 0.98, kb_relative_information_score: 154.4917, mean_absolute_error: 0.1379, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.99, predictive_accuracy: 0.99, prior_entropy: 1, recall: 0.99, relative_absolute_error: 0.2758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.3573, scimark_benchmark: 936.2727,
Joaquin Vanschoren 9 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.925, kappa: 0.85, kb_relative_information_score: 128.489, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.925, predictive_accuracy: 0.925, prior_entropy: 1, recall: 0.925, relative_absolute_error: 0.4088, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.5494, scimark_benchmark: 972.587,
Joaquin Vanschoren 9 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.97, kappa: 0.94, kb_relative_information_score: 188, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 1, recall: 0.97, relative_absolute_error: 0.06, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1732, root_relative_squared_error: 0.3464, scimark_benchmark: 941.6675, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9359, f_measure: 0.905, kappa: 0.81, kb_relative_information_score: 140.0978, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.905, predictive_accuracy: 0.905, prior_entropy: 1, recall: 0.905, relative_absolute_error: 0.3337, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.5809, scimark_benchmark: 851.2074, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.95, kappa: 0.9, kb_relative_information_score: 180, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9507, predictive_accuracy: 0.95, prior_entropy: 1, recall: 0.95, relative_absolute_error: 0.1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.4472, usercpu_time_millis: 386.112, usercpu_time_millis_testing: 7.217, usercpu_time_millis_training: 378.895,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 198, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9951, predictive_accuracy: 0.995, prior_entropy: 1, recall: 0.995, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.1414, usercpu_time_millis: 0.577, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 0.425,
Rafael Gomes Mantovani 9 years ago
ran flow classif.binomial(5) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 200, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, usercpu_time_millis: 0.695, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.651,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.97, kappa: 0.94, kb_relative_information_score: 188, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 1, recall: 0.97, relative_absolute_error: 0.06, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1732, root_relative_squared_error: 0.3464, usercpu_time_millis: 1.671, usercpu_time_millis_testing: 0.631, usercpu_time_millis_training: 1.04,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.975, kappa: 0.95, kb_relative_information_score: 190, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9754, predictive_accuracy: 0.975, prior_entropy: 1, recall: 0.975, relative_absolute_error: 0.05, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.3162, usercpu_time_millis: 0.281, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.215,
Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(2) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.955, f_measure: 0.955, kappa: 0.91, kb_relative_information_score: 182, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9554, predictive_accuracy: 0.955, prior_entropy: 1, recall: 0.955, relative_absolute_error: 0.09, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.4243, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 0.008,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, f_measure: 0.8496, kappa: 0.7, kb_relative_information_score: 140, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.8535, predictive_accuracy: 0.85, prior_entropy: 1, recall: 0.85, relative_absolute_error: 0.3, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7746, usercpu_time_millis: 0.187, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.135,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.695, f_measure: 0.6944, kappa: 0.39, kb_relative_information_score: 78, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.6966, predictive_accuracy: 0.695, prior_entropy: 1, recall: 0.695, relative_absolute_error: 0.61, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.1045, usercpu_time_millis: 1.365, usercpu_time_millis_testing: 0.553, usercpu_time_millis_training: 0.812,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(38) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, f_measure: 0.845, kappa: 0.69, kb_relative_information_score: 138, mean_absolute_error: 0.155, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.8453, predictive_accuracy: 0.845, prior_entropy: 1, recall: 0.845, relative_absolute_error: 0.31, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3937, root_relative_squared_error: 0.7874, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.134,
Rafael Gomes Mantovani 9 years ago
ran flow classif.svm(5) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.965, kappa: 0.93, kb_relative_information_score: 186, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9662, predictive_accuracy: 0.965, prior_entropy: 1, recall: 0.965, relative_absolute_error: 0.07, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.3742, usercpu_time_millis: 0.214, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.168,
Rafael Gomes Mantovani 9 years ago
ran flow classif.plr(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 200, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, usercpu_time_millis: 0.909, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.876,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(42) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.935, kappa: 0.87, kb_relative_information_score: 174, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9354, predictive_accuracy: 0.935, prior_entropy: 1, recall: 0.935, relative_absolute_error: 0.13, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.255, root_relative_squared_error: 0.5099, usercpu_time_millis: 1.719, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 1.533,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(3) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.93, kappa: 0.86, kb_relative_information_score: 172, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9307, predictive_accuracy: 0.93, prior_entropy: 1, recall: 0.93, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.5292, usercpu_time_millis: 1.445, usercpu_time_millis_testing: 0.227, usercpu_time_millis_training: 1.218,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rotationForest(3) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 200, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, usercpu_time_millis: 2.218, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 1.838,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ada(5) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.945, kappa: 0.89, kb_relative_information_score: 178, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.945, predictive_accuracy: 0.945, prior_entropy: 1, recall: 0.945, relative_absolute_error: 0.11, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.469, usercpu_time_millis: 11.391, usercpu_time_millis_testing: 1.818, usercpu_time_millis_training: 9.573,
Rafael Gomes Mantovani 9 years ago
ran flow classif.blackboost(2) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.925, kappa: 0.85, kb_relative_information_score: 170, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9261, predictive_accuracy: 0.925, prior_entropy: 1, recall: 0.925, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.5477, usercpu_time_millis: 1.541, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 1.346,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.83, kappa: 0.66, kb_relative_information_score: 132, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.83, predictive_accuracy: 0.83, prior_entropy: 1, recall: 0.83, relative_absolute_error: 0.34, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8246, usercpu_time_millis: 8.584, usercpu_time_millis_testing: 0.685, usercpu_time_millis_training: 7.899,
Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.6838, kappa: 0.38, kb_relative_information_score: 76, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.7062, predictive_accuracy: 0.69, prior_entropy: 1, recall: 0.69, relative_absolute_error: 0.62, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5568, root_relative_squared_error: 1.1136, usercpu_time_millis: 0.283, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.247,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(4) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.855, f_measure: 0.855, kappa: 0.71, kb_relative_information_score: 142, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.855, predictive_accuracy: 0.855, prior_entropy: 1, recall: 0.855, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7616, usercpu_time_millis: 0.604, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 0.495,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmboost(2) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.955, f_measure: 0.955, kappa: 0.91, kb_relative_information_score: 182, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.955, predictive_accuracy: 0.955, prior_entropy: 1, recall: 0.955, relative_absolute_error: 0.09, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.4243, usercpu_time_millis: 1.149, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 1.079,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 198, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9951, predictive_accuracy: 0.995, prior_entropy: 1, recall: 0.995, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.1414, usercpu_time_millis: 0.677, usercpu_time_millis_testing: 0.241, usercpu_time_millis_training: 0.436,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.93, kappa: 0.86, kb_relative_information_score: 172, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.9302, predictive_accuracy: 0.93, prior_entropy: 1, recall: 0.93, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.5292, usercpu_time_millis: 1.937, usercpu_time_millis_testing: 0.756, usercpu_time_millis_training: 1.181,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 200, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, usercpu_time_millis: 0.177, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.113,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.92, kappa: 0.84, kb_relative_information_score: 168, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 1, recall: 0.92, relative_absolute_error: 0.16, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.5657, usercpu_time_millis: 2.1, usercpu_time_millis_testing: 0.765, usercpu_time_millis_training: 1.335,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bartMachine(3) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.915, kappa: 0.83, kb_relative_information_score: 166, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 0.915, predictive_accuracy: 0.915, prior_entropy: 1, recall: 0.915, relative_absolute_error: 0.17, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2915, root_relative_squared_error: 0.5831, usercpu_time_millis: 40.24, usercpu_time_millis_testing: 2.405, usercpu_time_millis_training: 37.835,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(1) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 200, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, usercpu_time_millis: 0.792, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.741,
Rafael Gomes Mantovani 9 years ago
ran flow classif.logreg(7) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 200, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, usercpu_time_millis: 0.619, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.571,
Rafael Gomes Mantovani 9 years ago
ran flow classif.multinom(5) on task Supervised Classification on data set prnn_crabs
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 200, mean_prior_absolute_error: 0.5, number_of_instances: 200, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.129,