Adaptive Mixed-Attribute Data Clustering Method Based on Density Peaks

Table 11

Time-complexity comparison between AMDPC and DPC-M.

Datasets	Heart	Cleveland	Credit	Acute	Adult
Instances	270	297	653	120	3000
DPC_M	0.1131	0.0969	0.3445	0.0383	17.8739
AMDPC	0.3001	0.3381	2.0599	0.1386	34.1307
The time ratio:(AMDPC/DPC_M)	2.6534	3.4892	5.9794	3.6188	1.9095