Run
9201768

Run 9201768

Task 3913 (Supervised Classification) kc2 Uploaded 26-05-2018 by João Freitas
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Flow

sklearn.pipeline.Pipeline(gradientboostingclassifier=sklearn.ensemble.gradi ent_boosting.GradientBoostingClassifier)(3)Automatically created scikit-learn flow.
sklearn.pipeline.Pipeline(gradientboostingclassifier=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier)(3)_memorynull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_criterion"friedman_mse"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_initnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_learning_rate0.01
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_loss"deviance"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_max_depth9
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_max_features0.05
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_leaf4
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_min_samples_split13
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_state42596
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(13)_subsample0.6000000000000001
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

0.8184 ± 0.1145
Per class
Cross-validation details (10-fold Crossvalidation)
0.7954 ± 0.0329
Per class
Cross-validation details (10-fold Crossvalidation)
0.3106 ± 0.1046
Cross-validation details (10-fold Crossvalidation)
101.737 ± 5.4354
Cross-validation details (10-fold Crossvalidation)
0.2573 ± 0.0212
Cross-validation details (10-fold Crossvalidation)
0.3266 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
522
Per class
Cross-validation details (10-fold Crossvalidation)
0.8225 ± 0.0474
Per class
Cross-validation details (10-fold Crossvalidation)
0.8314 ± 0.022
Cross-validation details (10-fold Crossvalidation)
0.734
Cross-validation details (10-fold Crossvalidation)
0.8314 ± 0.022
Per class
Cross-validation details (10-fold Crossvalidation)
0.7878 ± 0.0613
Cross-validation details (10-fold Crossvalidation)
0.4037 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
0.3446 ± 0.029
Cross-validation details (10-fold Crossvalidation)
0.8536 ± 0.0651
Cross-validation details (10-fold Crossvalidation)