Data3D

A list of datasets generated at four points containing three variables and cluster membership at each point.

datasets

Monitor and trace changes in clustering solutions of accumulating datasets
at successive time points. The clusters can adopt External and Internal transition at
succeeding time points. The External transitions comprise of Survived, Merged, Split,
Disappeared, and newly Emerged candidates. In contrast, Internal transition includes changes
in location and cohesion of the survived clusters. The package uses MONIC framework developed by
Spiliopoulou, Ntoutsi, Theodoridis, and Schult (2006)<doi:10.1145/1150402.1150491> .

Muhammad Atif

clusTransition

Monitor Changes in Cluster Solutions of Dynamic Datasets

Data3D function

A data frame<dl class="dl-horizontal">
<dt>x1</dt><dd>X1.</dd>
<dt>x2</dt><dd>X2.</dd>
<dt>x3</dt><dd>X3.</dd>
<dt>class</dt><dd>Class membership.</dd>
</dl>

Format

Synthetic Datasets (Three Dimensional) — Data3D

A data frame<dl class='dl-horizontal'>
<dt>x1</dt><dd>X1.</dd>
<dt>x2</dt><dd>X2.</dd>
<dt>x3</dt><dd>X3.</dd>
<dt>class</dt><dd>Class membership.</dd>
</dl>

Data3D: Synthetic Datasets (Three Dimensional)

Description

Usage

Arguments

Format