8000 New target encoders · Issue #164 · scikit-learn-contrib/category_encoders · GitHub
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New target encoders #164
@janmotl

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@janmotl

Branch new_target_encoders contains 3 new variants of TargetEncoder (log-odds ratio estimated with empirical Bayes, likelihood estimated with empirical Bayes, and m-probability estimate). They are all quite similar. But since all the contrast encoders (like SumEncoder or HelmertEncoder) have their own separate file, so do these.

Should they be added into the master branch?

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