Drift

Also: data drift, covariate shift

The inputs arriving in production moving away from the ones the model was trained on, so its performance quietly decays without anything breaking.

A definition is not an understanding. This is taught properly in Monitoring drift in practice, part of MLOps & model lifecycle.

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Terms from the same topic