Nested cross-validation when selecting classifiers is overzealous for most practical applications

Jacques Wainer, Gavin Cawley

When selecting a classification algorithm to be applied to a particular problem, one has to simultaneously select the best algorithm for that dataset \emph{and} the best set of hyp…