Run
9204051

Run 9204051

Task 14951 (Supervised Classification) eeg-eye-state 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_state26027
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

0.8969 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
0.8113 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
0.6175 ± 0.0218
Cross-validation details (10-fold Crossvalidation)
5871.1145 ± 9.0346
Cross-validation details (10-fold Crossvalidation)
0.3212 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
0.4948 ± 0
Cross-validation details (10-fold Crossvalidation)
14980
Per class
Cross-validation details (10-fold Crossvalidation)
0.8143 ± 0.0111
Per class
Cross-validation details (10-fold Crossvalidation)
0.8128 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
0.9924
Cross-validation details (10-fold Crossvalidation)
0.8128 ± 0.0107
Per class
Cross-validation details (10-fold Crossvalidation)
0.6492 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
0.4974 ± 0
Cross-validation details (10-fold Crossvalidation)
0.3719 ± 0.004
Cross-validation details (10-fold Crossvalidation)
0.7477 ± 0.008
Cross-validation details (10-fold Crossvalidation)