Multiple Choice Flashcards on 02 Certified AI Program Manager - CAIPM / 01 Fo...

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Flashcard Practice Certified AI Program Manager - CAIPM Multiple Choice

A company builds a shipping-cost regression model. A few extreme costs come from data-entry errors, while other high-cost shipments are legitimate expedited deliveries. What should the team do?

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Delete high-cost records so the model has lower error Keep data-entry errors because they increase sample diversity Investigate outliers, correct data errors, preserve valid rare cases, and document the treatment before retraining Ignore outliers because regression models are unaffected by extreme values

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