Overfitting in Making Comparisons Between Variable Selection Methods
Overfitting in Making Comparisons Between Variable Selection Methods
Reunanen, Juha
2003
Paper summary
joecohen
This paper discusses an important bias in evaluation of methods using cross-validation. A method that makes decisions based of cross validation can appear to increase overall performance by simply dealing with the bias of cross-validation and not the real problem.
