Salesforce Certified Tableau CRM and Einstein Discovery Consultant — Question 71

A training dataset is being prepared for an Einstein Discovery story. One of its predictor (input) fields is skewed with outliers.

What action should the Einstein consultant take?

Answer options

• A. Change the method of binning to fixed width.
• B. Nothing, because the field is not the outcome variable.
• C. Remove the outlier rows.
• D. Remove the field because it has bad data.

Correct answer: C

Explanation

The correct action is to remove the outlier rows as they can adversely affect the model's performance and accuracy. Simply changing the binning method or doing nothing does not address the underlying issue of the outliers. Removing the field entirely may not be necessary if the data can be cleaned effectively.