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Jul 17, 2013 at 2:34 comment added Joshua But there is a significant difference between overfitting the sample (bad) and fitting the population (good). That is why many suggest you cross-validate your algorithm with out-of-sample testing.
Mar 6, 2011 at 20:40 history answered user533 CC BY-SA 2.5