wc_recalculate

A dataset for which Cluster Representatives needs to be updated.

data

assignment

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

recalculate_type

assignment_type

old_centroids

General Component for Cluster Representative update.

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_recalculate: General Component for Cluster Representative update.

Description

Usage

Arguments

Value