seniorFeature Engineering
What is feature drift and how does it affect models?
Updated May 16, 2026
Short answer
Feature drift occurs when the statistical properties of input features change over time.
Deep explanation
Feature drift reduces model accuracy because the training distribution no longer matches production data. It requires monitoring and retraining strategies.
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