Summary of the performances.

The table summarizes the performances, as can be extracted from Figs 4 and 5, of the three methods (Newman-Girvan, Data and Spatial) in the only non trivial regime , both in the correlated () and uncorrelated () case. Since in the plots we vary both and , we distinguish here these two cases. In order to be able to compare this results we classified them according to the following criteria: B, G and VG that stand for Bad, Good and Very Good. We assign VG when there is a very good agreement with the target attribute community structure ( very close to 1), G when the behavior is rapidly approaching the correct result even for low/medium values of the parameters and , and finally B when it completely fails to recover the right community structure.