clusizes

Cluster sizes are determined using the normal distribution
(=μ= <code>num_points</code> / <code>num_clusters</code>,
=/3σ=μ/3), and then assuring that the final cluster sizes
add up to <code>num_points</code> via the fix_num_points function.

An implementation of the clugen algorithm for generating
multidimensional clusters with arbitrary distributions. Each cluster is
supported by a line segment, the position, orientation and length of which
guide where the respective points are placed. This package is described in
Fachada & de Andrade (2023) <doi:10.1016/j.knosys.2023.110836>.

Nuno Fachada

clugenr

Multidimensional Cluster Generation Using Support Lines

clusizes function

<dl><dt>num_clusters</dt>
<dd>Number of clusters.</dd>
<dt>num_points</dt>
<dd>Total number of points.</dd>
<dt>allow_empty</dt>
<dd>Allow empty clusters?</dd></dl>

Arguments

Determine cluster sizes, i.e., the number of points in each cluster — clusizes

<dl>

<dt>num_clusters</dt>
<dd>Number of clusters.</dd>


<dt>num_points</dt>
<dd>Total number of points.</dd>


<dt>allow_empty</dt>
<dd>Allow empty clusters?</dd>

</dl>

clusizes: Determine cluster sizes, i.e., the number of points in each cluster

Description

Usage

Value

Arguments

Examples