Adaptive Mixed-Attribute Data Clustering Method Based on Density Peaks

Table 7

Clustering results of Acute dataset.

Algorithm	ARI	RI	NMI	ACC	F-score
K-prototype	0.039	0.5195	0.0358	0.6083	0.9414
DPC_M1	0.4629	0.7312	0.4932	0.8417	0.8200
DPC_M2	0.1151	0.5576	0.0903	0.6750	0.9917
AMDPC	0.2609	0.6304	0.2091	0.7583	0.7399