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Glossary: ML in Production

Data drift

Also written: drift

A change in the distribution of inputs, such as shorter tenure after a promotion. If the input-to-outcome link still holds, the model copes, so a drift alert is a reason to look, not to retrain.

Where the book teaches it

Related terms

Concept driftPSIKS statistic