Clustering Categorical Data Using Community Detection Techniques

Table 8

Clustering results for Lung-Cancer data.

(a) Confusion matrix

	Class
	a	b	c
a	5	2	2
b	5	7	1
c	3	0	7

(b) Performance comparison

	Random	Cao	Khan	Proposed
AC	0.5227	0.5313	0.4375	0.5938
PR	0.5590	0.5833	0.4468	0.5980
RE	0.5283	0.5393	0.4470	0.6208