Evaluation & Quality
Precision
Of the items a model marked positive, the fraction that were actually positive.
Example
Of the emails marked as phishing, precision measures how many truly were phishing.
Why people use it
Understanding “Precision” helps teams measure quality with evidence instead of impressions.
What you'll hear
“What does Precision tell us about whether the system is actually working?”