Run
8886565

Run 8886565

Task 167132 (Supervised Classification) Speech Uploaded 17-03-2018 by Mark Frenken
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Flow

sklearn.pipeline.Pipeline(Classifier=sklearn.ensemble.gradient_boosting.Gra dientBoostingClassifier)(2)Automatically created scikit-learn flow.
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_criterion"friedman_mse"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_initnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_learning_rate0.1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_loss"deviance"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_max_depth3
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_max_featuresnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_max_leaf_nodesnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_min_impurity_decrease0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_min_impurity_splitnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_min_samples_leaf1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_min_samples_split2
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_min_weight_fraction_leaf0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_n_estimators100
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_presort"auto"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_random_state2010
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_subsample1.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_verbose0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(12)_warm_startfalse
sklearn.pipeline.Pipeline(Classifier=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier)(2)_memorynull

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

0.632 ± 0.0903
Per class
Cross-validation details (10-fold Crossvalidation)
0.9695 ± 0.0034
Per class
Cross-validation details (10-fold Crossvalidation)
0.0372 ± 0.0844
Cross-validation details (10-fold Crossvalidation)
-2796.0748 ± 106.1041
Cross-validation details (10-fold Crossvalidation)
0.0315 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
0.0328 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
3686
Per class
Cross-validation details (10-fold Crossvalidation)
0.9687 ± 0.0037
Per class
Cross-validation details (10-fold Crossvalidation)
0.9704 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9704 ± 0.0053
Per class
Cross-validation details (10-fold Crossvalidation)
0.9615 ± 0.1501
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1567 ± 0.0149
Cross-validation details (10-fold Crossvalidation)
1.2282 ± 0.1235
Cross-validation details (10-fold Crossvalidation)