What is model calibration?
Updated May 17, 2026
Short answer
Calibration ensures predicted probabilities reflect true likelihoods.
Deep explanation
A well-calibrated model's predicted probabilities match observed frequencies.
Real-world example
Risk scoring systems in finance.
Common mistakes
- Assuming accuracy implies calibration.
Follow-up questions
- How to check calibration?
- What methods exist?