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Applied Network Science
Fig. 7 | Applied Network Science

Fig. 7

From: Sampling on networks: estimating spectral centrality measures and their impact in evaluating other relevant network measures

Fig. 7

Kendall-\(\tau\) correlation between SpringRank scores inferred on samples and full graph, generated with the SpringRank generative model for varying level of inverse temperature \(\beta\). Scores with respect to ground truth SpringRank scores are represented in shaded gray. Standard deviations are computed across 10 rounds of sampling. Notice that here EXP has variance, as in these experiments we varied the initial seed node

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