Data pipeline and representativeness · Question 12 of 60
When should data representativeness testing be performed?
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Answer
- D Before training the model
Explanation
Representativeness is checked before training; otherwise the model learns a wrong picture of the world from the start. Once the model is in use, the real input data is observed further so that data drift is noticed.