Uncertainty Characteristics Curves: A Systematic Assessment of Prediction Intervals

Jiri Navratil, Benjamin Elder, Matthew Arnold +2

Accurate quantification of model uncertainty has long been recognized as a fundamental requirement for trusted AI. In regression tasks, uncertainty is typically quantified using pr…