Glossary › F1 Score
F1 Score
The harmonic mean of precision and recall: 2 · precision · recall / (precision + recall). Use when both false positives and false negatives matter and you cannot choose between them. F-beta generalizes this: beta > 1 weights recall more, beta < 1 weights precision more.