Run
9201776

Run 9201776

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_state24905
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

1
Per class
Cross-validation details (10-fold Crossvalidation)
0.9985 ± 0.0031
Per class
Cross-validation details (10-fold Crossvalidation)
0.997 ± 0.0062
Cross-validation details (10-fold Crossvalidation)
1367.4153 ± 0.7991
Cross-validation details (10-fold Crossvalidation)
0.0017 ± 0.0029
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)
0.9985 ± 0.003
Per class
Cross-validation details (10-fold Crossvalidation)
0.9985 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.9912
Cross-validation details (10-fold Crossvalidation)
0.9985 ± 0.0031
Per class
Cross-validation details (10-fold Crossvalidation)
0.0035 ± 0.0059
Cross-validation details (10-fold Crossvalidation)
0.4969 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
0.0307 ± 0.0278
Cross-validation details (10-fold Crossvalidation)
0.0619 ± 0.056
Cross-validation details (10-fold Crossvalidation)