Fast Density Clustering Algorithm for Numerical Data and Categorical Data

Table 1

Six distance measures of partition-based clustering algorithms.

Algorithm	Distance measure	Numerical part	Categorical part	Type
-means [8]			none	Numerical
-modes [14]		none		Categorical
-prototypes [17]				Mixed
EKP [20]				Mixed
WFK-prototypes [25]				Mixed
FPC-MDACC		depends on data type (including three types )	depends on data type (including three types )	Mixed