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NicolasHug
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closes #14070

ping @amueller

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@jnothman jnothman left a comment

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Maybe we should even make it say "which is conventional in machine learning but not in statistics"

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@glemaitre glemaitre left a comment

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I am fine with the change. I would only use sphinx directive there.

regularization. Note that regularization is applied by default.
regularization.

**Note that regularization is applied by default**, which is common in machine
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We could use the .. note:: directive from sphinx to highlight it better

@glemaitre glemaitre merged commit 62d1112 into scikit-learn:master Jun 24, 2019
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I checked the rendering and this is fine. Thanks.

koenvandevelde pushed a commit to koenvandevelde/scikit-learn that referenced this pull request Jul 12, 2019
jnothman pushed a commit to jnothman/scikit-learn that referenced this pull request Jul 29, 2019
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add section on regularization to logistic regression docs
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