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Junquan Xi
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Junquan's runs

Junquan Xi 8 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9288, kappa: 0.8558, kb_relative_information_score: 9504.4564, mean_absolute_error: 0.2038, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9298, predictive_accuracy: 0.929, prior_entropy: 0.9924, recall: 0.929, relative_absolute_error: 0.4118, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.5298, usercpu_time_millis: 105.678, usercpu_time_millis_testing: 1.549, usercpu_time_millis_training: 104.129,
Junquan Xi 8 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9267, kappa: 0.8515, kb_relative_information_score: 9817.2287, mean_absolute_error: 0.191, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9277, predictive_accuracy: 0.9269, prior_entropy: 0.9924, recall: 0.9269, relative_absolute_error: 0.386, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.5224, usercpu_time_millis: 272.909, usercpu_time_millis_testing: 1.424, usercpu_time_millis_training: 271.485,
Junquan Xi 8 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9275, kappa: 0.8533, kb_relative_information_score: 9817.5812, mean_absolute_error: 0.1912, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9285, predictive_accuracy: 0.9278, prior_entropy: 0.9924, recall: 0.9278, relative_absolute_error: 0.3865, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2591, root_relative_squared_error: 0.5209, usercpu_time_millis: 258.355, usercpu_time_millis_testing: 1.388, usercpu_time_millis_training: 256.967,
Junquan Xi 8 years ago
ran flow classif.fnn(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, usercpu_time_millis: 3.047, usercpu_time_millis_testing: 3.011, usercpu_time_millis_training: 0.036,
Junquan Xi 8 years ago
ran flow classif.kknn(5) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8613, f_measure: 0.8635, kappa: 0.7239, kb_relative_information_score: 10833.5099, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.8635, predictive_accuracy: 0.8637, prior_entropy: 0.9924, recall: 0.8637, relative_absolute_error: 0.2755, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3692, root_relative_squared_error: 0.7423, usercpu_time_millis: 4.523, usercpu_time_millis_testing: 4.484, usercpu_time_millis_training: 0.039,
Junquan Xi 8 years ago
ran flow classif.randomForestSRC(8) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9326, f_measure: 0.9348, kappa: 0.868, kb_relative_information_score: 13000.1467, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9352, predictive_accuracy: 0.9349, prior_entropy: 0.9924, recall: 0.9349, relative_absolute_error: 0.1316, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.5129, usercpu_time_millis: 1200.873, usercpu_time_millis_testing: 191.27, usercpu_time_millis_training: 1009.603,
Junquan Xi 8 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.9309, kappa: 0.8601, kb_relative_information_score: 12882.3726, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9314, predictive_accuracy: 0.931, prior_entropy: 0.9924, recall: 0.931, relative_absolute_error: 0.1394, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2626, root_relative_squared_error: 0.528, usercpu_time_millis: 109.141, usercpu_time_millis_testing: 1.671, usercpu_time_millis_training: 107.47,
Junquan Xi 8 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8248, f_measure: 0.8309, kappa: 0.6574, kb_relative_information_score: 9885.2256, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.835, predictive_accuracy: 0.8325, prior_entropy: 0.9924, recall: 0.8325, relative_absolute_error: 0.3385, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.4093, root_relative_squared_error: 0.8228, usercpu_time_millis: 22.723, usercpu_time_millis_testing: 1.099, usercpu_time_millis_training: 21.624,
Junquan Xi 8 years ago
ran flow classif.randomForest(50) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.9366, kappa: 0.8717, kb_relative_information_score: 13057.0031, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.9371, predictive_accuracy: 0.9368, prior_entropy: 0.9924, recall: 0.9368, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.5055, usercpu_time_millis: 124.271, usercpu_time_millis_testing: 1.684, usercpu_time_millis_training: 122.587,
Junquan Xi 8 years ago
ran flow ModelMultiplexer(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.8026, kappa: 0.6001, kb_relative_information_score: 7091.3808, mean_absolute_error: 0.2738, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.8032, predictive_accuracy: 0.8033, prior_entropy: 0.9924, recall: 0.8033, relative_absolute_error: 0.5534, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3689, root_relative_squared_error: 0.7418, usercpu_time_millis: 176.851, usercpu_time_millis_testing: 6.833, usercpu_time_millis_training: 170.018,
Junquan Xi 8 years ago
ran flow ModelMultiplexer(2) on task Supervised Classification on data set eeg-eye-state
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.8026, kappa: 0.6001, kb_relative_information_score: 7091.3808, mean_absolute_error: 0.2738, mean_prior_absolute_error: 0.4948, number_of_instances: 14980, precision: 0.8032, predictive_accuracy: 0.8033, prior_entropy: 0.9924, recall: 0.8033, relative_absolute_error: 0.5534, root_mean_prior_squared_error: 0.4974, root_mean_squared_error: 0.3689, root_relative_squared_error: 0.7418, usercpu_time_millis: 176.851, usercpu_time_millis_testing: 6.833, usercpu_time_millis_training: 170.018,