Multiple Choice Flashcards on 01 CompTIA DataAI / 03 Machine learning / 02 Su...

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Flashcard Practice CompTIA DataAI Multiple Choice

Why should a logistic regression threshold sometimes be tuned instead of using 0.5 by default?

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Threshold tuning treats probability calibration as irrelevant The threshold should be chosen from the model file name Class imbalance, error costs, and operational capacity may require a different cutoff A 0.5 threshold maximizes business value by default

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