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Table 3 Performances on synthetic networks (average values are reported with their standard deviation). We evaluate the Mutual Information (MI) and the Rand index. We report MI and Rand as the average of all the found communities. We finally report the F-Score as the geometric average of MI and Rand, i.e. = F-Score = \((2*Precision*Recall /(Precision+Recall)\)

From: Using dual-network-analyser for communities detecting in dual networks

Algorithm MI Rand F-score
DN-analyser 0.71 ± 0.03 0.79 ± 0.02 0.73 ± 0.02
LOUVAIN 0.69 ± 0.04 0.68 ± 0.01 0.68 ± 0.02