Abdelhak Imoussaten

How Much Imprecision is Enough Imprecision in my Classifier? A Practical Elicitation Procedure

Set-valued classifiers, whether derived from precise probabilities and an adapted cost function, from convex sets with a robust inference mechanism, or from conformal methods, are routine options to obtain more robust, trustworthy predictions. However, there is a lack of operational tools to measure how robust or impre...