Validation distinguishes correct matches from the final totalValidation distinguishes correct matches from the final totalIllustrative recordCountIndependently labeled crossings100Correct one-to-one matches94False detections / missed crossings3 / 6Reported count / signed error97 / −3Precision ≈ 96.9%; recall = 94%. Fictitious example, not product evidence.