Wouldn’t it be nice if someone collected all of the common similarity metrics in one place, so that they could be easily referenced? Sam Chapman has.
Similarity Metrics
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Thanks for the link, I have also released an open source library of similarity metrics, available at http://sourceforge.net/projects/simmetrics/
hope its usefull to someone.