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 |
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Caps variables at automatically determined extreme values |
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Caps variables at values determined by the user |
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Removes outliers from the dataframe |