Symmetry Based Automatic Evolution of Clusters: A New Approach to Data Clustering

Table 4

Reconstruction error for the artificial and real data sets.

Data set	Cluster value	SBKM	MOCK	MOLGC
Data set-1	2	19.50	14.35	11.45
Data set-2	3	17.15	13.72	10.25
Data set-3	5	15.45	10.45	9.14
Data set-4	4	16.15	11.25	9.45
Data set-5	4	17.12	12.25	10.50
Data set-6	10	11.15	8.50	5.25
Data set-7	4	17.10	12.35	8.06
Data set-8	10	12.50	8.55	3.85
Iris	3	15.82	12.47	9.25
Cancer	2	18.45	13.25	10.15
Wine	3	17.35	13.53	8.97
Diabetes	2	19.10	11.72	9.55