Evaluating Local Community Methods in Networks - Physics > Data Analysis, Statistics and ProbabilityReport as inadecuate




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Abstract: We present a new benchmarking procedure that is unambiguous and specific tolocal community-finding methods, allowing one to compare the accuracy ofvarious methods. We apply this to new and existing algorithms. A simple classof synthetic benchmark networks is also developed, capable of testingproperties specific to these local methods.



Author: James P. Bagrow

Source: https://arxiv.org/







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