Run
10228956

Run 10228956

Task 3560 (Supervised Classification) analcatdata_dmft Uploaded 03-07-2019 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_regularization1e-09
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_learning_rate0.001
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_loss"auto"
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_max_bins32
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_max_depth16
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_max_iter300
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_max_leaf_nodes128
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_min_samples_leaf19
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_n_iter_no_changenull
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)_random_state58051
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_fraction0.1
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

0.5584 ± 0.0491
Per class
Cross-validation details (10-fold Crossvalidation)
0.2051 ± 0.0497
Per class
Cross-validation details (10-fold Crossvalidation)
0.049 ± 0.0547
Cross-validation details (10-fold Crossvalidation)
0.0393 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
0.2756 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
0.2774 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
797
Per class
Cross-validation details (10-fold Crossvalidation)
0.2219 ± 0.0577
Per class
Cross-validation details (10-fold Crossvalidation)
0.2158 ± 0.045
Cross-validation details (10-fold Crossvalidation)
2.5803 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
0.2158 ± 0.045
Per class
Cross-validation details (10-fold Crossvalidation)
0.9936 ± 0.005
Cross-validation details (10-fold Crossvalidation)
0.3724 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
0.3712 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
0.9968 ± 0.0052
Cross-validation details (10-fold Crossvalidation)