Glossary · Evaluation and safety

Uncertainty Estimation

confidence estimation

Uncertainty Estimation

Quantifying how much confidence a model's individual prediction warrants.

Enables the safest available behaviour in clinical AI — declining to answer — which a system without it cannot do.