Run
10228368

Run 10228368

Task 167140 (Supervised Classification) dna Uploaded 04-06-2019 by Andreas Mueller
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  • openml-python Sklearn_0.22.dev0.
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Flow

sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoos tingClassifier(1)Automatically created scikit-learn flow.
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_l2_regularization0.0
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_learning_rate0.1
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_loss"auto"
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_max_bins256
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_max_depthnull
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_max_iter100
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_max_leaf_nodes31
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_min_samples_leaf20
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_n_iter_no_changenull
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_random_state56600
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_scoringnull
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_tol1e-07
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_validation_fraction0.1
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(1)_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

0.9945 ± 0.0031
Per class
Cross-validation details (10-fold Crossvalidation)
0.9634 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
0.9405 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
0.9408 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
0.027 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
0.41 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
3186
Per class
Cross-validation details (10-fold Crossvalidation)
0.9639 ± 0.0084
Per class
Cross-validation details (10-fold Crossvalidation)
0.9633 ± 0.0085
Cross-validation details (10-fold Crossvalidation)
1.4798 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
0.9633 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
0.0658 ± 0.014
Cross-validation details (10-fold Crossvalidation)
0.4527 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
0.1464 ± 0.0195
Cross-validation details (10-fold Crossvalidation)
0.3235 ± 0.043
Cross-validation details (10-fold Crossvalidation)