Run
9203152

Run 9203152

Task 146543 (Supervised Classification) ML2017-challenge-1 Uploaded 05-06-2018 by Katharina Eggensperger
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Flow

sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)Automatically created scikit-learn flow.
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_criterion"friedman_mse"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_initnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_learning_rate0.1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_loss"deviance"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_max_depth3
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_max_featuresnull
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_leaf1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_min_samples_split2
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_state45
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_subsample1.0
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

0.9978 ± 0.0015
Per class
Cross-validation details (10-fold Crossvalidation)
0.9784 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
0.9568 ± 0.0178
Cross-validation details (10-fold Crossvalidation)
2848.0487 ± 4.0123
Cross-validation details (10-fold Crossvalidation)
0.0637 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
3196
Per class
Cross-validation details (10-fold Crossvalidation)
0.9786 ± 0.0087
Per class
Cross-validation details (10-fold Crossvalidation)
0.9784 ± 0.0089
Cross-validation details (10-fold Crossvalidation)
0.9986
Cross-validation details (10-fold Crossvalidation)
0.9784 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0116
Cross-validation details (10-fold Crossvalidation)
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
0.1362 ± 0.0166
Cross-validation details (10-fold Crossvalidation)
0.2727 ± 0.0333
Cross-validation details (10-fold Crossvalidation)