Precision

machine-learning classification statistics

Definition

Precision

Precision (or Positive Predictive Value) quantifies the proportion of positive identifications that were actually correct. Formally:

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

High precision indicates a low false positive rate.