Run
9204052

Run 9204052

Task 10103 (Supervised Classification) volcanoes-a1 Uploaded 29-06-2018 by Olivier Go
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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_state550
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

0.9909 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
0.9696 ± 0.0075
Per class
Cross-validation details (10-fold Crossvalidation)
0.8173 ± 0.0467
Cross-validation details (10-fold Crossvalidation)
2266.5742 ± 16.0858
Cross-validation details (10-fold Crossvalidation)
0.0241 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
0.0699 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
3252
Per class
Cross-validation details (10-fold Crossvalidation)
0.9719 ± 0.0066
Per class
Cross-validation details (10-fold Crossvalidation)
0.972 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
0.6323
Cross-validation details (10-fold Crossvalidation)
0.972 ± 0.0065
Per class
Cross-validation details (10-fold Crossvalidation)
0.3447 ± 0.0293
Cross-validation details (10-fold Crossvalidation)
0.1864 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
0.0963 ± 0.012
Cross-validation details (10-fold Crossvalidation)
0.5167 ± 0.0615
Cross-validation details (10-fold Crossvalidation)