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Xiaolei Wang
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Xiaolei's runs

Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... est.RandomForestClassifier)(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.7959, kappa: 0.5884, kb_relative_information_score: 1360.4594, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7961, predictive_accuracy: 0.7963, prior_entropy: 0.9948, recall: 0.7963, relative_absolute_error: 0.6756, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3879, root_relative_squared_error: 0.7786,
Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... r=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8443, f_measure: 0.7772, kappa: 0.5507, kb_relative_information_score: 1471.7699, mean_absolute_error: 0.3189, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7773, predictive_accuracy: 0.7777, prior_entropy: 0.9948, recall: 0.7777, relative_absolute_error: 0.6424, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.7992,
Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... st.RandomForestClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8743, f_measure: 0.8023, kappa: 0.6014, kb_relative_information_score: 1508.7967, mean_absolute_error: 0.3146, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.8022, predictive_accuracy: 0.8025, prior_entropy: 0.9948, recall: 0.8025, relative_absolute_error: 0.6337, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.7651,
Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... tion.KNeighborsClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.7465, kappa: 0.4893, kb_relative_information_score: 1429.6714, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7465, predictive_accuracy: 0.7465, prior_entropy: 0.9948, recall: 0.7465, relative_absolute_error: 0.6385, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8379,
Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... tion.KNeighborsClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.7465, kappa: 0.4893, kb_relative_information_score: 1429.6714, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7465, predictive_accuracy: 0.7465, prior_entropy: 0.9948, recall: 0.7465, relative_absolute_error: 0.6385, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8379,
Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... st.RandomForestClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.8009, kappa: 0.5987, kb_relative_information_score: 1503.6949, mean_absolute_error: 0.3153, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.8009, predictive_accuracy: 0.8011, prior_entropy: 0.9948, recall: 0.8011, relative_absolute_error: 0.6351, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3818, root_relative_squared_error: 0.7662,
Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... tion.KNeighborsClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.7465, kappa: 0.4893, kb_relative_information_score: 1429.6714, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7465, predictive_accuracy: 0.7465, prior_entropy: 0.9948, recall: 0.7465, relative_absolute_error: 0.6385, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8379,
Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... r=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8443, f_measure: 0.7778, kappa: 0.5518, kb_relative_information_score: 1468.1565, mean_absolute_error: 0.3195, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7779, predictive_accuracy: 0.7782, prior_entropy: 0.9948, recall: 0.7782, relative_absolute_error: 0.6435, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.7992,
Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... st.RandomForestClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8735, f_measure: 0.7998, kappa: 0.5964, kb_relative_information_score: 1550.3797, mean_absolute_error: 0.3087, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7998, predictive_accuracy: 0.8001, prior_entropy: 0.9948, recall: 0.8001, relative_absolute_error: 0.6218, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3802, root_relative_squared_error: 0.763,
Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... tion.KNeighborsClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.7465, kappa: 0.4893, kb_relative_information_score: 1429.6714, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7465, predictive_accuracy: 0.7465, prior_entropy: 0.9948, recall: 0.7465, relative_absolute_error: 0.6385, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8379,
Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... st.RandomForestClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8731, f_measure: 0.8014, kappa: 0.5997, kb_relative_information_score: 1550.5789, mean_absolute_error: 0.3086, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.8014, predictive_accuracy: 0.8017, prior_entropy: 0.9948, recall: 0.8017, relative_absolute_error: 0.6217, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3804, root_relative_squared_error: 0.7635,
Xiaolei Wang 8 years ago
ran flow sklearn.model_selection._searc ... tion.KNeighborsClassifier))(1) on task Supervised Classification on data set Bioresponse
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.7465, kappa: 0.4893, kb_relative_information_score: 1429.6714, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7465, predictive_accuracy: 0.7465, prior_entropy: 0.9948, recall: 0.7465, relative_absolute_error: 0.6385, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8379,
Xiaolei Wang 8 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(7) on task Supervised Classification on data set walking-activity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.6215, kappa: 0.5867, kb_relative_information_score: 98308.9695, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.0836, number_of_instances: 149332, precision: 0.6302, predictive_accuracy: 0.6192, prior_entropy: 3.9917, recall: 0.6192, relative_absolute_error: 0.4675, root_mean_prior_squared_error: 0.2045, root_mean_squared_error: 0.1514, root_relative_squared_error: 0.7402,
Xiaolei Wang 8 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(7) on task Supervised Classification on data set volcanoes-a1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.8815, kappa: 0.1878, kb_relative_information_score: 253.0197, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.0699, number_of_instances: 3252, precision: 0.8749, predictive_accuracy: 0.9096, prior_entropy: 0.6323, recall: 0.9096, relative_absolute_error: 0.777, root_mean_prior_squared_error: 0.1864, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.9555,
Xiaolei Wang 8 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(7) 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,