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Tag: feature-engineering-ml

Concepts

Bayesian Smoothing for Rare Categories
Feature Binning and Discretization
Rank and Quantile Transforms
Robust Scaling with Median and IQR
Standardization vs Min-Max Scaling
Transforming the Target Variable
Unseen Categories at Inference Time
Weight of Evidence and Information Value

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