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Effect of betweenness centrality pruning on a single ‘dumbbell’ shaped cluster. (a) HLC clustering result F-measure versus k for example dataset in (b)–(d). (b) HLC clustering result for k=50. (c) HLC clustering result for k=10. (d) HLC clustering result for k=10 after betweenness centrality pruning of top 2% of edges. (e) Phenograph clustering result (k=1000).
