Computes the complete disjunctive table of a set of factors, where each
factor (ie categorical variable) is encoded as a set of dummy variables, one
for each level (category).

Self-organizing maps (also known as SOM, see Kohonen (2001) <doi:10.1007/978-3-642-56927-2>) are a method for dimensionality reduction and clustering of continuous data. This package introduces interactive (html) graphics for easier analysis of SOM results. It also features an interactive interface, for push-button training and visualization of SOM on numeric, categorical or mixed data, as well as tools to evaluate the quality of SOM.

Julien Boelaert

aweSOM

Interactive Self-Organizing Maps

Etienne Ollion

Jan Sodoge

Mohamed Megdoud

Otmane Naji

Arnaud Lemba Kote

Theo Renoud

Samuel Hym

cdt function

<dl><dt>x</dt>
<dd><code>data.frame</code> on which the table is computed. All columns will
be treated as factors.</dd></dl>

Arguments

Complete disjunctive table — cdt

<dl>

<dt>x</dt>
<dd><code>data.frame</code> on which the table is computed. All columns will
be treated as factors.</dd>

</dl>

cdt: Complete disjunctive table

Description

Usage

Value

Arguments