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High Quality Content by WIKIPEDIA articles! The gain, also called improvement over random can be specified for a classifier and is an important measure to describe the performance of it.In n the following a random classifier is defined such that it randomly predicts the same amount of either class.In Bioinformatics as an example, the gain is measured for methods that predict residue contacts in proteins.