Fix liblinear ConvergenceWarning in examples#14166
Merged
glemaitre merged 2 commits intoscikit-learn:masterfrom Jul 1, 2019
Merged
Fix liblinear ConvergenceWarning in examples#14166glemaitre merged 2 commits intoscikit-learn:masterfrom
glemaitre merged 2 commits intoscikit-learn:masterfrom
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…meter passed in linearSVC dual=False when n_samples > n_features. This remove convergence warning
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This is modifying a file in the |
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@GideonSonoiya1 you need to commit only the changes that you have on the example file. |
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@GideonSonoiya1 I apply your changes in the right file and merge it. |
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Thanks @glemaitre |
koenvandevelde
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Reference Issues/PRs
Fix warnings in examples #14117
ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
"the number of iterations.", ConvergenceWarning)
What does this implement/fix? Explain your changes.
Fixed convergence warning by altering dual=False parameter in LinearSVC (ln 119).
dual=False is preferred when n_samples > n_features.
Any other comments?
Reference : https://scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVC.html