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Glossary: ML Basics

Average precision

Also written: average_precision_score, AP

A single number that summarizes the precision-recall curve. A random model scores about the positive rate, roughly 0.10 for the cancel data, so it suits very rare positives.

Where the book teaches it

Related terms

Precision-recall curvePrecision