Adaptive Mixed-Attribute Data Clustering Method Based on Density Peaks

Table 8

Clustering results of the Adult dataset.

Algorithm	ARI	RI	NMI	ACC	F-score
K-prototype	−0.0042	0.5225	0.0001	0.6365	0.6476
DPC_M	0.1956	0.6170	0.0931	0.7420	0.6442
AMDPC	0.2062	0.6128	0.1179	0.7377	0.6133