Werner Brannath

Improving Model Selection by Employing the Test Data

Model selection and evaluation are usually strictly separated by means of data splitting to enable an unbiased estimation and a simple statistical inference for the unknown generalization performance of the final prediction model. We investigate the properties of novel evaluation strategies, namely…