Section: New Results

New concentration inequalities for the leave-$p$-out CV estimator

Participant : Alain Celisse.

New concentration inequalities have been established for the leave-$p$-out cross-validation estimator applied to assess the performance the $k$-nearest neighbour binary classifier. Joint work with Tristan Mary-Huard.