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(Color online) Normalized mutual information as a function of average group correlation. The measure takes a maximal value of one when the established clustering structure matches the predetermined groups and I→0 when the obtained clustering structure is independent of the original groupings. Functional clustering identifies the correct group structure for almost all values of correlation while complete linkage and modularity consistently create erroneous structure.
