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Duy Pham
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Duy's runs

Duy Pham 9 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(10) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9137, kappa: 0.8252, kb_relative_information_score: 8522.5229, mean_absolute_error: 0.2381, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9146, predictive_accuracy: 0.914, prior_entropy: 0.9924, recall: 0.914, relative_absolute_error: 0.4812, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.5833,
Duy Pham 9 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(10) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.9107, kappa: 0.8191, kb_relative_information_score: 8492.6635, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9117, predictive_accuracy: 0.911, prior_entropy: 0.9924, recall: 0.911, relative_absolute_error: 0.4826, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.5867,
Duy Pham 9 years ago
ran flow xgboost.sklearn.XGBClassifier(1) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9555, kappa: 0.91, kb_relative_information_score: 13410.2083, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9556, predictive_accuracy: 0.9555, prior_entropy: 0.9924, recall: 0.9555, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.3743,
Duy Pham 9 years ago
ran flow sklearn.ensemble.forest.ExtraTreesClassifier(3) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9907, kb_relative_information_score: 14439.3478, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 0.9924, recall: 0.9954, relative_absolute_error: 0.0415, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1602,
Duy Pham 9 years ago
ran flow sklearn.ensemble.forest.ExtraTreesClassifier(3) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.954, kappa: 0.907, kb_relative_information_score: 9564.2959, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9545, predictive_accuracy: 0.9541, prior_entropy: 0.9924, recall: 0.9541, relative_absolute_error: 0.4155, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.5065,
Duy Pham 9 years ago
ran flow xgboost.sklearn.XGBClassifier(1) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.956, kappa: 0.911, kb_relative_information_score: 13354.7875, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.956, predictive_accuracy: 0.956, prior_entropy: 0.9924, recall: 0.956, relative_absolute_error: 0.1132, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.3698,
Duy Pham 9 years ago
ran flow sklearn.svm.classes.SVC(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9436, kappa: 0.886, kb_relative_information_score: 12554.1659, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9436, predictive_accuracy: 0.9437, prior_entropy: 0.9924, recall: 0.9437, relative_absolute_error: 0.1741, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.4158,
Duy Pham 9 years ago
ran flow xgboost.sklearn.XGBClassifier(1) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9556, kappa: 0.9102, kb_relative_information_score: 13311.6759, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9556, predictive_accuracy: 0.9556, prior_entropy: 0.9924, recall: 0.9556, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.3689,
Duy Pham 9 years ago
ran flow sklearn.svm.classes.SVC(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.968, kappa: 0.9352, kb_relative_information_score: 13632.4036, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.968, predictive_accuracy: 0.968, prior_entropy: 0.9924, recall: 0.968, relative_absolute_error: 0.0974, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.3098,
Duy Pham 9 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9585, kappa: 0.9159, kb_relative_information_score: 12856.6376, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9589, predictive_accuracy: 0.9585, prior_entropy: 0.9924, recall: 0.9585, relative_absolute_error: 0.1544, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.3554,
Duy Pham 9 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9585, kappa: 0.9159, kb_relative_information_score: 12856.6376, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9589, predictive_accuracy: 0.9585, prior_entropy: 0.9924, recall: 0.9585, relative_absolute_error: 0.1544, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.3554,
Duy Pham 9 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9585, kappa: 0.9159, kb_relative_information_score: 12856.6376, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9589, predictive_accuracy: 0.9585, prior_entropy: 0.9924, recall: 0.9585, relative_absolute_error: 0.1544, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.3554,
Duy Pham 9 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9639, kappa: 0.9269, kb_relative_information_score: 13011.0412, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9639, predictive_accuracy: 0.9639, prior_entropy: 0.9924, recall: 0.9639, relative_absolute_error: 0.1428, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.3443,
Duy Pham 9 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9623, kappa: 0.9236, kb_relative_information_score: 13175.4672, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9628, predictive_accuracy: 0.9624, prior_entropy: 0.9924, recall: 0.9624, relative_absolute_error: 0.1302, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3328,
Duy Pham 9 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.969, kappa: 0.9374, kb_relative_information_score: 13353.2303, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 0.9924, recall: 0.969, relative_absolute_error: 0.117, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.159, root_relative_squared_error: 0.3196,
Duy Pham 9 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9672, kappa: 0.9336, kb_relative_information_score: 13541.6115, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9678, predictive_accuracy: 0.9673, prior_entropy: 0.9924, recall: 0.9673, relative_absolute_error: 0.1023, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.153, root_relative_squared_error: 0.3077,
Duy Pham 9 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9747, kappa: 0.9489, kb_relative_information_score: 13747.0866, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9747, predictive_accuracy: 0.9747, prior_entropy: 0.9924, recall: 0.9747, relative_absolute_error: 0.0865, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.2972,
Duy Pham 9 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9806, kappa: 0.9607, kb_relative_information_score: 14389.0685, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9806, predictive_accuracy: 0.9806, prior_entropy: 0.9924, recall: 0.9806, relative_absolute_error: 0.0393, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.2802,
Duy Pham 9 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9693, kappa: 0.9378, kb_relative_information_score: 14021.333, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9703, predictive_accuracy: 0.9694, prior_entropy: 0.9924, recall: 0.9694, relative_absolute_error: 0.0637, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1387, root_relative_squared_error: 0.2788,
Duy Pham 9 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(1) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8454, f_measure: 0.847, kappa: 0.6908, kb_relative_information_score: 10325.863, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.847, predictive_accuracy: 0.847, prior_entropy: 0.9924, recall: 0.847, relative_absolute_error: 0.3093, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3912, root_relative_squared_error: 0.7864,
Duy Pham 9 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(1) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8411, f_measure: 0.843, kappa: 0.6825, kb_relative_information_score: 10204.0278, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.8429, predictive_accuracy: 0.843, prior_entropy: 0.9924, recall: 0.843, relative_absolute_error: 0.3173, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.7967,
Duy Pham 9 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(10) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.919, kappa: 0.8361, kb_relative_information_score: 8785.2865, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9199, predictive_accuracy: 0.9193, prior_entropy: 0.9924, recall: 0.9193, relative_absolute_error: 0.4627, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.283, root_relative_squared_error: 0.569,
Duy Pham 9 years ago
ran flow xgboost.sklearn.XGBClassifier(1) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9551, kappa: 0.9092, kb_relative_information_score: 13236.7521, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9552, predictive_accuracy: 0.9551, prior_entropy: 0.9924, recall: 0.9551, relative_absolute_error: 0.1227, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.3711,
Duy Pham 9 years ago
ran flow xgboost.sklearn.XGBClassifier(1) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9547, kappa: 0.9084, kb_relative_information_score: 13202.1795, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9548, predictive_accuracy: 0.9547, prior_entropy: 0.9924, recall: 0.9547, relative_absolute_error: 0.1254, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3725,
Duy Pham 9 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(10) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9339, kappa: 0.8662, kb_relative_information_score: 9528.2482, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9346, predictive_accuracy: 0.9341, prior_entropy: 0.9924, recall: 0.9341, relative_absolute_error: 0.4111, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.5257,