Run
10228951

Run 10228951

Task 2074 (Supervised Classification) satimage Uploaded 02-07-2019 by Heinrich Peters
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Flow

sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoos tingClassifier(2)Automatically created scikit-learn flow.
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_l2_regularization1.0
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_learning_rate0.1
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_loss"auto"
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_max_bins16
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_max_depth13
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_max_iter100
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_max_leaf_nodes8
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_min_samples_leaf9
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_n_iter_no_changenull
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_random_state16119
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_scoringnull
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_tol1e-07
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_validation_fraction0.2
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_verbose0

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 ± 0.0018
Per class
Cross-validation details (10-fold Crossvalidation)
0.9088 ± 0.009
Per class
Cross-validation details (10-fold Crossvalidation)
0.889 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
0.8823 ± 0.009
Cross-validation details (10-fold Crossvalidation)
0.042 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
0.2701 ± 0
Cross-validation details (10-fold Crossvalidation)
6430
Per class
Cross-validation details (10-fold Crossvalidation)
0.9084 ± 0.0091
Per class
Cross-validation details (10-fold Crossvalidation)
0.9103 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
2.4834 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
0.9103 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
0.1556 ± 0.009
Cross-validation details (10-fold Crossvalidation)
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
0.1482 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
0.4033 ± 0.0199
Cross-validation details (10-fold Crossvalidation)