Evaluation and reliability

False positive

stable definition

Definition

A false positive occurs when a system predicts or flags a condition that is not actually present.

Distinguish it from nearby terms

A false negative misses a condition that is present; their costs are domain-specific and rarely symmetric.

Check your understanding

Name the real-world consequence of a false alarm and who bears it.