Clustering Categorical Data Using Community Detection Techniques

Table 9

Clustering results for Breast-Cancer data.

(a) Confusion matrix

	Class
	Benign	Malignant
Benign	432	8
Malignant	26	233

(b) Performance comparison

	Random	Cao	Khan	Proposed
AC	0.8174	0.9113	0.6323	0.9514
PR	0.8283	0.9292	0.5535	0.9407
RE	0.7996	0.8773	0.5336	0.9550