Research Article

Clustering Mixed Data by Fast Search and Find of Density Peaks

Table 1

Brief information of UCI mixed datasets.

NumberDatasetsInstancesAttributes ClassDemo

(1)Statlog Heart2707 + 62ā€‰
(2)Cleveland303-67 + 626 incomplete instances deleted
(3)Credit690-379 + 6237 incomplete instances deleted
(4)Acute1205 + 142 class labels
(5)Adult100008 + 62Use a subset with 10000 records