Clustering Networks’ Heterogeneous Data in Defining a Comprehensive Closeness Centrality Index

Table 2

Rand external validation indices which compare the clustering result to the known standard partition.

Dataset	2 clusters	3 clusters	4 clusters	5 clusters	6 clusters	7 clusters	8 clusters	9 clusters	10 clusters	Average
Cornell	0.531959	0.574993	0.591647	0.613904	0.645519	0.64885	0.631245	0.638118	0.652868	0.614345
Texas	0.405497	0.648554	0.652924	0.654534	0.649186	0.684434	0.697085	0.690587	0.664654	0.638606
Washington	0.676514	0.6543	0.64925	0.716233	0.707651	0.694817	0.706246	0.717904	0.705259	0.692019
Wisconsin	0.515209	0.707033	0.747256	0.74777	0.756118	0.752945	0.745798	0.700114	0.723756	0.710666