Is it better to compare the areas under the ROC curves or to compare the AIC statistics for the two non-nested logistic models?

I am working on comparing binary logistic models with different subsets of predictors.  The difference between areas under the ROC curves is never significant, while the difference in AIC values...

09 September 2014 5,833 4 View