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Pieter Gijsbers 5 years ago
ran flow automlbenchmark_autosklearn(1) on task Supervised Classification on data set riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9961, kappa: 0.9895, kb_relative_information_score: 0.5939, mean_absolute_error: 0.1894, mean_prior_absolute_error: 0.375, number_of_instances: 20000, precision: 0.9961, predictive_accuracy: 0.9961, prior_entropy: 0.8113, recall: 0.9961, relative_absolute_error: 0.505, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.4981,
Pieter Gijsbers 5 years ago
ran flow automlbenchmark_tunedrandomforest(1) on task Supervised Classification on data set riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9819, kappa: 0.9512, kb_relative_information_score: 0.6954, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.375, number_of_instances: 20000, precision: 0.9824, predictive_accuracy: 0.9821, prior_entropy: 0.8113, recall: 0.9821, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.4381,
Pieter Gijsbers 5 years ago
ran flow automlbenchmark_randomforest(1) on task Supervised Classification on data set riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9607, kappa: 0.8928, kb_relative_information_score: 0.6696, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.375, number_of_instances: 20000, precision: 0.9633, predictive_accuracy: 0.9618, prior_entropy: 0.8113, recall: 0.9618, relative_absolute_error: 0.3917, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.4717,
Pieter Gijsbers 5 years ago
ran flow automlbenchmark_h2oautoml(1) on task Supervised Classification on data set riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.998, kappa: 0.9945, kb_relative_information_score: 0.9899, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.375, number_of_instances: 20000, precision: 0.998, predictive_accuracy: 0.998, prior_entropy: 0.8113, recall: 0.998, relative_absolute_error: 0.0112, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.0427, root_relative_squared_error: 0.0986,
Pieter Gijsbers 5 years ago
ran flow automlbenchmark_tpot(1) on task Supervised Classification on data set riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9711, kappa: 0.9239, kb_relative_information_score: 0.7738, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.375, number_of_instances: 20000, precision: 0.9722, predictive_accuracy: 0.9708, prior_entropy: 0.8113, recall: 0.9708, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.178, root_relative_squared_error: 0.4112,
Pieter Gijsbers 5 years ago
ran flow automlbenchmark_autoweka(1) on task Supervised Classification on data set riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9937, kappa: 0.9831, kb_relative_information_score: 0.8252, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.375, number_of_instances: 20000, precision: 0.9937, predictive_accuracy: 0.9937, prior_entropy: 0.8113, recall: 0.9937, relative_absolute_error: 0.2124, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.316,
Arlind Kadra 5 years ago
ran flow sklearn.pipeline.Pipeline(impu ... ses.DecisionTreeClassifier)(3) on task Supervised Classification on data set riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.8004, kappa: 0.4373, kb_relative_information_score: 0.2771, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.375, weighted_recall: 0.8187, number_of_instances: 20000, precision: 0.8086, predictive_accuracy: 0.8187, prior_entropy: 0.8113, relative_absolute_error: 0.7142, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3709, root_relative_squared_error: 0.8565, unweighted_recall: 0.6879,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5163, f_measure: 0.4933, kappa: 0.0298, kb_relative_information_score: -0.6276, mean_absolute_error: 0.5534, mean_prior_absolute_error: 0.375, weighted_recall: 0.465, number_of_instances: 20000, precision: 0.6439, predictive_accuracy: 0.465, prior_entropy: 0.8113, relative_absolute_error: 1.4756, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.7103, root_relative_squared_error: 1.6403, unweighted_recall: 0.5219,
Peng YU 5 years ago
ran flow bsplitz.DecisionStumpClassifierV3(1) on task Supervised Classification on data set riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5721, f_measure: 0.7186, kappa: 0.1969, kb_relative_information_score: 0.0544, mean_absolute_error: 0.355, mean_prior_absolute_error: 0.375, weighted_recall: 0.7612, number_of_instances: 20000, precision: 0.7265, predictive_accuracy: 0.7612, prior_entropy: 0.8113, relative_absolute_error: 0.9467, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.973, unweighted_recall: 0.5781,
Peng YU 5 years ago
ran flow sklearn.tree._classes.DecisionTreeClassifier(2) on task Supervised Classification on data set riccardo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5721, f_measure: 0.7186, kappa: 0.1968, kb_relative_information_score: 0.0543, mean_absolute_error: 0.355, mean_prior_absolute_error: 0.375, weighted_recall: 0.7612, number_of_instances: 20000, precision: 0.7265, predictive_accuracy: 0.7612, prior_entropy: 0.8113, relative_absolute_error: 0.9468, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4214, root_relative_squared_error: 0.9731, unweighted_recall: 0.578,