simplicaToy

A small 30×60 matrix to demonstrate SIMPLICA in a controlled setting.
Contains one multiplicative and one additive simplivariate component (non-overlapping).

datasets

Identifies constant, additive, multiplicative, and user-defined
simplivariate components in numeric data matrices using a genetic algorithm.
Supports flexible pattern definitions and provides visualization for
general biclustering applications across diverse domains. The method builds
on simplivariate models as introduced in Hageman et al. (2008)
<doi:10.1371/journal.pone.0003259> and is related to biclustering
frameworks as reviewed by Madeira and Oliveira (2004) <doi:10.1109/TCBB.2004.2>.

Jos Hageman

SIMPLICA

Biclustering via Simplivariate Component Analysis

simplicaToy function

A list with three elements:<dl>
<dt>data</dt>
<dd>numeric matrix of dimension \(30 \times 60\)</dd><dt>trueComponents</dt>
<dd>list of length 2 with <code>type</code>, <code>rows</code>, <code>cols</code></dd><dt>description</dt>
<dd>character string</dd>
</dl>

Format

Toy matrix with one multiplicative and one additive bicluster — simplicaToy

A list with three elements:<dl>
<dt>data</dt>
<dd>numeric matrix of dimension \(30 \times 60\)</dd>

<dt>trueComponents</dt>
<dd>list of length 2 with <code>type</code>, <code>rows</code>, <code>cols</code></dd>

<dt>description</dt>
<dd>character string</dd>


</dl>

simplicaToy: Toy matrix with one multiplicative and one additive bicluster

Description

Usage

Arguments

Format

Examples