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. 2018 Jul 9;13(7):e0200091. doi: 10.1371/journal.pone.0200091

Table 2. The ranking results of each network.

Here βth is the epidemic threshold for networks; β is the infection probability in SIR simulation; τ(∙) represents the Kendall correlation coefficient of corresponding methods for given β. “-” means the method is still no result when running time exceeds 48 hours.

Network βth β τDC τBC τCC τNC τKS τCnc τCnc+ τEC τOC
GDciting 0.102 0.176 0.71 0.52 0.82 0.71 0.70 0.84 0.85 0.89 0.95
USAir97 0.021 0.033 0.85 0.60 0.84 0.88 0.84 0.94 0.94 0.93 0.96
Netscience 0.115 0.264 0.63 0.20 0.81 0.75 0.57 0.72 0.73 0.88 0.89
Blogs 0.067 0.106 0.86 0.69 0.88 0.82 0.78 0.91 0.92 0.94 0.92
Email 0.05 0.079 0.74 0.61 0.77 0.75 0.75 0.80 0.81 0.84 0.87
C.elegans 0.143 0.204 0.72 0.57 0.84 0.70 0.70 0.83 0.83 0.85 0.93
Dolphins 0.147 0.231 0.72 0.52 0.70 0.76 0.56 0.79 0.80 0.75 0.97
CA-CondMat 0.045 0.054 0.32 0.25 0.35 0.32 0.12 0.48 0.26 0.64 0.66
Amazon 0.095 0.114 0.43 - - 0.46 0.23 0.52 0.53 0.56 0.61