Canonical PSO Based -Means Clustering Approach for Real Datasets

Table 17

Various indices comparison based on the vehicle dataset.

Indices	Typical -means	DBSCAN clustering	Hierarchical clustering	Simple PSO based -means	Canonical PSO based -means
Dunn	0.5652	0.5654	0.4332	0.4899	0.5256
DB	0.2329	0.1987	0.2591	0.1899	0.1754
Rand	0.4321	0.7296	0.5377	0.6123	0.6417
Mirkin	0.2159	0.2259	0.3140	0.2910	0.1512