Definition
The F1 score is the harmonic mean of precision and recall, producing one measure that is high only when both are high.
Distinguish it from nearby terms
Accuracy includes true negatives; F1 ignores them and does not express asymmetric costs or calibration.
Check your understanding
Compute F1 from precision and recall, then state what important information the single number discards.