How to calculate ROC and AUC and compare unsupervised algorithms?

I am working on a unlabeled dataset and trying to find out anomalies. 

I would like to compare unsupervised algorithm performance but I couldn't find out how to do it with rapid miner? Could anyone help me to do it?