Clustering Categorical Data Using Community Detection Techniques

Table 6

Clustering results for Mushroom data.

(a) Confusion matrix

	Class
	Poisonous	Edible
Poisonous	4093	2124
Edible	115	1792

(b) Performance comparison

	Random	Cao	Khan	Proposed
AC	0.7206	0.8754	0.8288	0.7244
PR	0.7448	0.9019	0.8688	0.7990
RE	0.7167	0.8709	0.8228	0.7151