Date: Dec 7, 2012 10:15 AM
Author: neuronet
Subject: ROC analysis: Single area under curve w/ multiple groups?

I have a classification task with N groups, and I determine the area under the ROC curve for each group using either roc or perfcurve function.

The question is, what is the best way to combine the areas? Simply take their mean?