wc_initialize

A dataset for which Cluster Representatives needs to be initialized.

data

A number of Cluster Representatives.

String which signal which initialization type to be used. Check <code>wc_init_types</code> for possible values.

initialization_type

General Component for Initialization of Cluster Representatives.

White Box Cluster Algorithm Design allows you to create Representative based cluster algorithm by using reusable components.
This way one can recreate already available cluster algorithms (i.e. K-Means, K-Means++, PAM)
but also create new cluster algorithms not available in the literature or any other software.
For more information see papers <doi:10.1007/s10462-009-9133-6> and <doi:10.1016/j.datak.2012.03.005>.

wc_initialize: General Component for Initialization of Cluster Representatives.

Description

Usage

Arguments

Value