An Improved Clustering Algorithm Based on Density Peak and Nearest Neighbors

Table 2

The comparison of ACC for the five algorithms.

Data set	ACC
	Our algorithm	DPC	K-means	CNACS-K-means	DCC-K-means
Wine	0.9326	0.5337	0.8972	0.9157	0.9270
Pima	0.6654	0.6458	0.6678	0.4128	0.6680
WDBC	0.9279	0.7733	0.9332	0.7381	0.9332
Iris	0.8933	0.6667	0.8287	0.6667	0.6667
Parkinsons	0.7026	0.7436	0.6972	0.7333	0.6769