Can We Frame and Understand Cross-Validation Results in Animal Breeding?

Abstract

Performance of genomic selection is typically evaluated by cross-validation. In this work we review and point out some problems and features of the cross-validation metrics. Then we propose a semi-parametric alternative using statistics derived from the “Method R”.