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Weight of Evidence Encoding

Learn how to use the weight of evidence encoding for categorical features.

What is the weight of evidence encoding?

Weight of evidence (WOE) is a technique used to encode categorical features for classification tasks. It’s a measure of evidence on one side of an issue ...