Base Rate Trap

For a rare event, the false-alarm rate decides the system's worth, not its accuracy. A 99%-accurate detector of a one-in-ten-thousand event mostly cries wolf.

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• 003The Most Valuable Thing an AI Can Say Is "I Don't Know"

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