Adaptive Mixed-Attribute Data Clustering Method Based on Density Peaks

Table 6

Clustering results of Credit dataset.

Algorithm	ARI	RI	NMI	ACC	F-score
K-prototype	0.0026	0.5048	0.0303	0.5528	0.6680
DPC_M	0.3875	0.6938	0.2988	0.8116	0.7006
AMDPC	0.4428	0.7215	0.3475	0.8331	0.7157