How to find recognition rate and error rate for face recognition?

I need the steps for finding classification accuracy for my face recognition work

Answer 1

[Image Analyst]

Present people with known identities. See what percentage of time they are correctly identified. See article on ROC curves: http://en.wikipedia.org/wiki/ROC_curve. ROC curves are the usual thing for characterizing accuracy for situations like that.