Canonical PSO Based -Means Clustering Approach for Real Datasets

Table 16

Various indices comparison based on the wine dataset.

Indices	Typical -means	DBSCAN clustering	Hierarchical clustering	Simple PSO based -means	Canonical PSO based -means
Dunn	0.4003	0.5368	0.5443	0.5368	0.6953
DB	0.4962	0.3491	0.1879	0.2432	0.2312
Rand	0.3759	0.4699	0.2828	0.4598	0.4624
Mirkin	0.6240	0.5376	0.5921	0.3032	0.2948