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What is data drift in a production model?

  1. A The distribution of input features changes over time
  2. B The model file becomes corrupted
  3. C Predictions become slower
  4. D The target definition changes
Answer

The distribution of input features changes over time

Concept drift is the change in the relationship between inputs and target, which is harder to detect and usually requires retraining.

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