Fig. 3
From: Robust, scalable, and informative clustering for diverse biological networks
Recovering overlapping clusters and in LFR benchmark networks. A Recovering of true overlapping clusters in LFR benchmark networks, quantified by normalized mutual information (NMI). B Recovering of true clusters in LFR benchmark networks, quantified by normalized mutual information (NMI). C Correspondence of inferred clusters with ground-truth clusters, for a collection of LFR networks at various levels of cross-linking (μ), where cross-linking weight is scaled with μ, and weight distribution exponents (β) of all networks is 1.5. D Correspondence of inferred clusters with ground-truth clusters (same as panel A) but with weight distribution exponents equal to 3. E Classic Newman’s modularity for inferred clusters on LFR networks, grouped by proportion of cross-linking edge (μ). F Modularity density for inferred clusters on LFR networks, grouped by proportion of cross-linking edges (μ)