wc_assignment

A dataset for which data points needs to be assigned to Cluster Representatives.

data

centroids

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

assignment_type

General Component for Assignment of data points to 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_assignment: General Component for Assignment of data points to Cluster Representatives.

Description

Usage

Arguments

Value