Multiple Choice Flashcards on 01 CompTIA DataAI / 04 Operations and processes...

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Flashcard Practice CompTIA DataAI Multiple Choice

A company augments fraud training with synthetic rare-event examples, and false positives increase sharply in production. What should be investigated?

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Whether false positives should be ignored because fraud is rare Whether synthetic examples should be counted as confirmed incidents Whether the model should score only synthetic customers Synthetic-event realism, class balance, thresholds, segment metrics, and validation on observed fraud cases

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