What is F1 score?
Updated May 17, 2026
Short answer
F1 score is harmonic mean of precision and recall.
Deep explanation
It balances precision and recall especially in imbalanced datasets.
Real-world example
Used in fraud detection systems.
Common mistakes
- Ignoring class imbalance context.
Follow-up questions
- Why harmonic mean?
- When avoid F1?