The false positive rate is a statistical measure that quantifies the proportion of negative instances incorrectly classified as positive by a detection system. It reflects how often a system mistakenly identifies an object, obstacle, or condition when it is not present, which can have critical implications in safety and performance for various technologies. Understanding and minimizing false positive rates are essential for improving the reliability and effectiveness of systems that rely on accurate detection, recognition, and monitoring.
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