Run
9203150

Run 9203150

Task 146544 (Supervised Classification) ML2017-challenge-2 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

0.7099 ± 0.0113
Per class
Cross-validation details (10-fold Crossvalidation)
0.7713 ± 0.0028
Per class
Cross-validation details (10-fold Crossvalidation)
0.0671 ± 0.0122
Cross-validation details (10-fold Crossvalidation)
-1277.0573 ± 48.0744
Cross-validation details (10-fold Crossvalidation)
0.2576 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
0.2801 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
39948
Per class
Cross-validation details (10-fold Crossvalidation)
0.8168 ± 0.0093
Per class
Cross-validation details (10-fold Crossvalidation)
0.8362 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
0.6541
Cross-validation details (10-fold Crossvalidation)
0.8362 ± 0.0011
Per class
Cross-validation details (10-fold Crossvalidation)
0.9196 ± 0.0067
Cross-validation details (10-fold Crossvalidation)
0.3742 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
0.3571 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
0.9542 ± 0.0049
Cross-validation details (10-fold Crossvalidation)