Run
9201773

Run 9201773

Task 10093 (Supervised Classification) banknote-authentication Uploaded 26-05-2018 by João Freitas
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Flow

sklearn.pipeline.Pipeline(gradientboostingclassifier=sklearn.ensemble.gradi ent_boosting.GradientBoostingClassifier)(3)Automatically created scikit-learn flow.
sklearn.pipeline.Pipeline(gradientboostingclassifier=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier)(3)_memorynull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_criterion"friedman_mse"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_initnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_learning_rate0.5
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_loss"deviance"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_max_depth4
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_max_features0.6000000000000001
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_max_leaf_nodesnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_min_impurity_decrease0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_min_impurity_splitnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_min_samples_leaf8
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_min_samples_split11
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_min_weight_fraction_leaf0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_n_estimators100
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_presort"auto"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_random_state15182
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_subsample0.15000000000000002
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_verbose0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_warm_startfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

0.9405 ± 0.098
Per class
Cross-validation details (10-fold Crossvalidation)
0.9693 ± 0.0962
Per class
Cross-validation details (10-fold Crossvalidation)
0.9378 ± 0.193
Cross-validation details (10-fold Crossvalidation)
1284.6695 ± 25.6301
Cross-validation details (10-fold Crossvalidation)
0.0314 ± 0.0916
Cross-validation details (10-fold Crossvalidation)
0.4939 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
1372
Per class
Cross-validation details (10-fold Crossvalidation)
0.9698 ± 0.0876
Per class
Cross-validation details (10-fold Crossvalidation)
0.9694 ± 0.0919
Cross-validation details (10-fold Crossvalidation)
0.9912
Cross-validation details (10-fold Crossvalidation)
0.9694 ± 0.0919
Per class
Cross-validation details (10-fold Crossvalidation)
0.0636 ± 0.1855
Cross-validation details (10-fold Crossvalidation)
0.4969 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
0.1744 ± 0.1674
Cross-validation details (10-fold Crossvalidation)
0.3509 ± 0.3369
Cross-validation details (10-fold Crossvalidation)