Section: New Results
Cross validation algorithms
Participant : Alain Célisse.
The performance of Cross-validation (CV) algorithms are assessed for estimating the risk as well as for model selection.
Whereas optimality of leave-one-out (LOO) cross-validation is proved for risk estimation, it is no longer the case for
model selection. In the latter setup, conditions are derived that lead to optimality for leave-