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KANKAN LAN 6 years ago
ran flow sklearn.neighbors.classification.KNeighborsClassifier(33) on task Supervised Classification on data set ovarianTumour
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8707, f_measure: 0.8809, kappa: 0.5601, kb_relative_information_score: 116.1923, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.9194, predictive_accuracy: 0.9011, prior_entropy: 0.7235, recall: 0.9011, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.7935,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... arn.svm.classes.LinearSVC))(1) on task Supervised Classification on data set ovarianTumour
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.9168, kappa: 0.6569, kb_relative_information_score: 168.9831, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.9249, predictive_accuracy: 0.9258, prior_entropy: 0.7235, recall: 0.9258, relative_absolute_error: 0.3017, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.7839,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... r=sklearn.svm.classes.SVC))(1) on task Supervised Classification on data set ovarianTumour
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8927, f_measure: 0.8871, kappa: 0.5074, kb_relative_information_score: 101.0962, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.8973, predictive_accuracy: 0.9046, prior_entropy: 0.7235, recall: 0.9046, relative_absolute_error: 0.6206, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.778,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... _perceptron.MLPClassifier))(1) on task Supervised Classification on data set ovarianTumour
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.8812, kappa: 0.5216, kb_relative_information_score: -203.3397, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.9119, predictive_accuracy: 0.9046, prior_entropy: 0.7235, recall: 0.9046, relative_absolute_error: 1.3744, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.3201, root_relative_squared_error: 1.1282,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ic_gradient.SGDClassifier))(1) on task Supervised Classification on data set ovarianTumour
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.8976, kappa: 0.512, kb_relative_information_score: 140.1753, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.9228, predictive_accuracy: 0.9152, prior_entropy: 0.7235, recall: 0.9152, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.8349,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set ovarianTumour
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7444, f_measure: 0.8675, kappa: 0.4628, kb_relative_information_score: 88.4853, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.8696, predictive_accuracy: 0.8657, prior_entropy: 0.7235, recall: 0.8657, relative_absolute_error: 0.5881, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.2746, root_relative_squared_error: 0.9677,
Benjamin Strang 7 years ago
ran flow sklearn.model_selection._searc ... ee.DecisionTreeClassifier))(1) on task Supervised Classification on data set ovarianTumour
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6759, kappa: 0.3883, kb_relative_information_score: 57.6159, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.164, number_of_instances: 283, predictive_accuracy: 0.8728, prior_entropy: 0.7235, recall: 0.8728, relative_absolute_error: 0.7697, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.9355,
Josep Pon Farreny 8 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(3) on task Supervised Classification on data set ovarianTumour
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6858, f_measure: 0.853, kappa: 0.3858, kb_relative_information_score: 75.4585, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.851, predictive_accuracy: 0.8551, prior_entropy: 0.7235, recall: 0.8551, relative_absolute_error: 0.5891, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.3108, root_relative_squared_error: 1.0953,
Josep Pon Farreny 8 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(13) on task Supervised Classification on data set ovarianTumour
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.8824, kappa: 0.4849, kb_relative_information_score: 40.851, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.9079, predictive_accuracy: 0.9046, prior_entropy: 0.7235, recall: 0.9046, relative_absolute_error: 0.7773, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.8187,
Josep Pon Farreny 8 years ago
ran flow sklearn.svm.classes.SVC(4) on task Supervised Classification on data set ovarianTumour
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.9107, kappa: 0.6338, kb_relative_information_score: 131.6245, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.164, number_of_instances: 283, precision: 0.9154, predictive_accuracy: 0.9187, prior_entropy: 0.7235, recall: 0.9187, relative_absolute_error: 0.5357, root_mean_prior_squared_error: 0.2837, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.7332,