Heuristic Clustering Based on Centroid Learning and Cognitive Feature Capturing

Table 1

Comparison of clustering results with NMI.

Data sets	New	CSSF	Chameleon	Spectral-Ng	CDP
Airplane	1.00	0.34	1.00	1.00	1.00
Anchor	0.98	0.79	0.85	0.79	0.98
Ring	1.00	-	0.28	1.00	0.82
Swissroll	1.00	-	1.00	0.02	0.34