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In statistics and machine learning, overfitting occurs when a statistical model describes random error or noise instead of the underlying relationship.

Also can be used to describe the excessively small sized clothing worn by large or obese persons.
That sumo wrestler's pants are overfitting.
by blackcamel April 08, 2014
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