Multiple Choice Flashcards on 01 CompTIA DataAI / 01 Mathematics and statisti...

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Flashcard Practice CompTIA DataAI Multiple Choice

A hospital uses a patient screening model that must avoid missing high-risk cases, but a lower threshold would increase follow-up appointments. Which evaluation approach is most appropriate?

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Choose the threshold with the highest accuracy regardless of error type Use AIC to determine the screening threshold Select the threshold from training data because it produced fewer alerts Compare confusion matrices at candidate thresholds and quantify false-negative and false-positive costs

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