Outlier Handling

Feature-engine’s outlier transformers cap maximum or minimum values of a variable at an arbitrary or derived value. The OutlierTrimmer removes outliers from the dataset.

Transformer	Description
Winsorizer()	Caps variables at automatically determined extreme values
ArbitraryOutlierCapper()	Caps variables at values determined by the user
OutlierTrimmer()	Removes outliers from the dataframe