According to signal detection theory

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Signal detection theory suggests that the ability to discern between information-bearing patterns (signals) and random patterns that distract from the information (noise) can be quantified by looking at the trade-offs between hit rates and false alarm rates. A high hit rate combined with a low false alarm rate indicates good discrimination, as it means the observer can accurately identify signals without being misled by noise.

According to Signal Detection Theory