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popsom

R package for self-organizing maps contains state-of-the-art learning algorithms, visualizations, and evaluation functions.

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Install

install.packages('popsom')

Monthly Downloads

18

Version

4.3.1

License

GPL

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Maintainer

Lutz Hamel

Last Published

August 29th, 2020

Functions in popsom (4.3.1)

map.marginal

Plot Marginal Distribution
map.projection

Map Projection
map.starburst

Generate Starburst For Map
map.significance

Compute Significance Of Features
map.embed

Map Embedding Accuracy
map.topo

Estimated Topographical Accuracy
map.build

Build Map
popsom-deprecated

Deprecated Functions in Package popsom (4.3.0)
map.neuron

Return a Map Neuron
map.convergence

SOM Quality Assessment
popsom-internal

Internal popsom functions