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  5. Precision
Evaluation & Benchmarksaka Positive Predictive Value

Precision

Precision is the fraction of predicted positive cases that are actually positive under the reference labels.

Ask Melo about this← all terms

It is calculated from true positives divided by true positives plus false positives. Raising a decision threshold often improves precision while reducing recall, so the operating point matters.

Related terms

Ground TruthF1 ScoreRecallPerplexity