Precision

Also known as the positive predictive value.

Precision=TPTP+FP=True PositiveTotal Positives

Precision should ideally be 1, when TP=TP+FP where FP=0 i.e. no false positives.

Important in situations where false positives need to be minimised, e.g. detecting spam emails or fraud