Figure 5.

Average number of spuriously detected modules in random networks (false positives). Modules are identified by sequential bi-partitions of the networks while modularity, defined with the null model in equation (2), increases (objective function). Even though the simulated networks are completely random, we are certain to identify two or more modules, always leading to false detection of structure. Shaded region indicates ± one standard deviation.