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What is concept drift?

  1. A The relationship between inputs and the target changes over time
  2. B The input distribution changes only
  3. C The model file becomes corrupted
  4. D Training takes longer over time
Answer

The relationship between inputs and the target changes over time

Data drift is the change in input distribution. Concept drift is the harder problem because retraining on recent data is the only real remedy.

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