QuestionQ58

Einstein Discovery

A consultant is assessing a model configured to maximize the daily sales quantity of consumer products in stores and sees the following recommendation.

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What action should the consultant take?

  • A Remove the Store field from the model definition, because that is the recommended action.
  • B Ignore alert; the explanation of variation is only 35%, which is below 50%.
  • C Verify client expectations that Store is a strong predictor for daily sales quantity.
Explanation

A strongest-predictor/high-correlation alert requires investigation for possible data leakage, not automatic exclusion. Confirming whether Store is legitimately a strong predictor of daily sales quantity establishes whether the relationship is expected business signal or improperly reveals outcome information; exclude the field only if leakage is identified.

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