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Question 1

Data Alerts

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Einstein detected possible issues in your data. Review alerts and address data issues to get better insights, predictions, and improvements. Learn more [icon]
High Correlation
Store explains 35% of the variation in DailyQuantity. Such a high correlation might indicate possible data leakage. Investigate Store to determine whether it contains the information you are trying to predict. If data leakage is found, exclude Store from the story.
[ ] Exclude Store [ ] Ignore alert

consultant is reviewing a model that is set to maximize the daily sales quantity of consumer products in stores, and they see this recommendation. Which action should the consultant take?

Verify client expectations that Store is a strong predictor for daily sales quantity.

Remove the Store field from the model definition, because that is the recommended action.

Ignore alert; the explanation of variation is only 35%, which is below 50%

Correct Answer

Correct Answer:

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