Adaptive Mixed-Attribute Data Clustering Method Based on Density Peaks

Table 3

Brief information of UCI mixed datasets.

Datasets	Instances	Attributes (dc + dr)	Class	Description
Heart	270	7 + 6	2
Cleveland	297	7 + 6	2	Original class labels 1–4 are treated as 1
Credit	653	9 + 6	2	Thirty-seven incomplete instances are deleted
Acute	120	5 + 1	2	One class label is used
Adult	3000	8 + 6	2	Use 3000 samples from 30162 instances