Beyond ranking nodes: Predicting epidemic outbreak sizes by network centralities
Fig 8
The most predictive pairs of node centralities.
The coefficient of determination R2 when Ω(β) is estimated over graphs of N nodes. The centrality pairs appear in decreasing order of the minimum R2 across β values at N = 10: from 0.91 for degree and PageRank, to 0.88 for all three other combinations.