Precision

Precision is a measure of how many results returned are correct.

$\text{Precision} = \frac{TP}{TP + FP}$

where $TP$ is the number of true positives and $FP$ is the number of false positives.

It's usually paired with Recall, and the two are combined in the F1-Score. See also Confusion Matrix.