Cross-validation with Kullback-Leibler loss function has been applied to the choice of a smoothing parameter in the kernel method of density estimation. A framework for this problem is constructed and ...

This is a preview. Log in through your library . Abstract Concepts of ν-fold cross-validation and repeated learning-testing methods have been introduced here. In many problems, these methods are ...