Aren't all of us used to seeing the well-separated clusters displayed in textbooks and papers.. But that doesn't happen in reality. So, what should one do in such cases? Read about how to deal with such situation at:
http://www.r-bloggers.com/warning-clusters-may-appear-more-separated-in-textbooks-than-in-practice/
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