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SOMbrero (version 1.4-2)

SOM Bound to Realize Euclidean and Relational Outputs

Description

The stochastic (also called on-line) version of the Self-Organising Map (SOM) algorithm is provided. Different versions of the algorithm are implemented, for numeric and relational data and for contingency tables as described, respectively, in Kohonen (2001) , Olteanu & Villa-Vialaneix (2005) and Cottrell et al (2004) . The package also contains many plotting features (to help the user interpret the results), can handle (and impute) missing values and is delivered with a graphical user interface based on 'shiny'.

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Version

Install

install.packages('SOMbrero')

Monthly Downloads

260

Version

1.4-2

License

GPL (>= 2)

Maintainer

Nathalie Vialaneix

Last Published

January 25th, 2024