Multiple Choice Flashcards on 02 AWS Certified Machine Learning Engineer - As...

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Flashcard Practice AWS Certified Machine Learning Engineer - Associate Multiple Choice

A company is preparing a loan-approval model for production. False approvals create credit losses, false denials create compliance and customer harm, and early analysis shows different approval rates by age group. Which evaluation plan is strongest?

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Compare precision, recall, calibration, thresholds, and subgroup bias metrics against policy and business costs Optimize for the lowest false-approval rate and ignore false denials during launch Approve the model from training loss and revisit age-group behavior after release Use aggregate accuracy because it combines correct approvals and denials in one value

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