An Improved Clustering Algorithm Based on Density Peak and Nearest Neighbors

Table 4

The comparison of AMI for the five algorithms.

Data set	AMI
	Our algorithm	DPC	K-means	CNACS-K-means	DCC-K-means
Wine	0.7898	0.3272	0.7480	0.7335	0.7785
Pima	0.8912	0.4537	0.5012	0.6846	0.5026
WDBC	0.6123	0.2505	0.6387	0.3989	0.6387
Iris	0.7578	0.5768	0.3648	0.5768	0.5194
Parkinsons	0.1358	0.0547	0.2010	0.0648	0.2127