The AUC measure is chosen, because it is not effected by the prior class probability as is the simple measure of accuracy, which simply gives the ratio of correctly classified samples and is only meaningful when both classes are perfectly balanced in the full testset.
![[This page as RDF]](http://data.gesis.org/somesci/static/rdf-icon.gif){kind=icon}