Run
7932623

Run 7932623

Task 10103 (Supervised Classification) volcanoes-a1 Uploaded 26-09-2017 by Dima K
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Flow

sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)Automatically created scikit-learn flow.
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_criterion"friedman_mse"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_initnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_learning_rate0.1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_loss"deviance"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_max_depth3
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_max_featuresnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_max_leaf_nodesnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_min_impurity_decrease0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_min_impurity_splitnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_min_samples_leaf1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_min_samples_split2
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_min_weight_fraction_leaf0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_n_estimators100
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_presort"auto"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_random_state9245
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_subsample1.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_verbose0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(8)_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

0.9911 ± 0.0075
Per class
Cross-validation details (10-fold Crossvalidation)
0.9674 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
0.8042 ± 0.0489
Cross-validation details (10-fold Crossvalidation)
2253.0564 ± 16.8445
Cross-validation details (10-fold Crossvalidation)
0.0243 ± 0.0023
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)
0.9698 ± 0.0072
Per class
Cross-validation details (10-fold Crossvalidation)
0.9702 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
0.6323
Cross-validation details (10-fold Crossvalidation)
0.9702 ± 0.0068
Per class
Cross-validation details (10-fold Crossvalidation)
0.3477 ± 0.0314
Cross-validation details (10-fold Crossvalidation)
0.1864 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
0.0971 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
0.5205 ± 0.065
Cross-validation details (10-fold Crossvalidation)