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Jonathan McKinney 2 years ago
ran flow sklearn.pipeline.Pipeline(simp ... ses.DecisionTreeClassifier)(2) on task Supervised Classification on data set dilbert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.7853, kappa: 0.7305, kb_relative_information_score: 0.7543, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.3199, weighted_recall: 0.7845, number_of_instances: 3300, precision: 0.7866, predictive_accuracy: 0.7845, prior_entropy: 2.3205, relative_absolute_error: 0.2694, root_mean_prior_squared_error: 0.3999, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.7341, unweighted_recall: 0.7822,
Yinuo Guo 2 years ago
ran flow sklearn.pipeline.Pipeline(impu ... est.RandomForestClassifier)(2) on task Supervised Classification on data set dilbert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9679, kappa: 0.9598, kb_relative_information_score: 0.7759, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.3199, weighted_recall: 0.9679, number_of_instances: 3300, precision: 0.9682, predictive_accuracy: 0.9679, prior_entropy: 2.3205, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3999, root_mean_squared_error: 0.176, root_relative_squared_error: 0.44, unweighted_recall: 0.9681,
Yinuo Guo 2 years ago
ran flow sklearn.pipeline.Pipeline(impu ... oosting.AdaBoostClassifier)(1) on task Supervised Classification on data set dilbert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8414, f_measure: 0.6276, kappa: 0.535, kb_relative_information_score: 0.1457, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.3199, weighted_recall: 0.6285, number_of_instances: 3300, precision: 0.6295, predictive_accuracy: 0.6285, prior_entropy: 2.3205, relative_absolute_error: 0.9285, root_mean_prior_squared_error: 0.3999, root_mean_squared_error: 0.3767, root_relative_squared_error: 0.9421, unweighted_recall: 0.6203,
Yinuo Guo 2 years ago
ran flow sklearn.pipeline.Pipeline(impu ... es.DecisionTreeClassifier)(24) on task Supervised Classification on data set dilbert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8651, f_measure: 0.7838, kappa: 0.7289, kb_relative_information_score: 0.7528, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.3199, weighted_recall: 0.7833, number_of_instances: 3300, precision: 0.7846, predictive_accuracy: 0.7833, prior_entropy: 2.3205, relative_absolute_error: 0.2709, root_mean_prior_squared_error: 0.3999, root_mean_squared_error: 0.2944, root_relative_squared_error: 0.7362, unweighted_recall: 0.7802,
Yinuo Guo 2 years ago
ran flow sklearn.pipeline.Pipeline(impu ... r=sklearn.svm._classes.SVC)(1) on task Supervised Classification on data set dilbert
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.9449, kappa: 0.931, kb_relative_information_score: 0.9373, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.3199, weighted_recall: 0.9448, number_of_instances: 3300, precision: 0.9458, predictive_accuracy: 0.9448, prior_entropy: 2.3205, relative_absolute_error: 0.069, root_mean_prior_squared_error: 0.3999, root_mean_squared_error: 0.1485, root_relative_squared_error: 0.3714, unweighted_recall: 0.9451,