Litier/CKTSOM: Construction, training and visualization of Self-Organizing Trees

a tool for defining, training and visualizing self-organizing trees. The training phase is based on the well known self-organizing maps (SOM) algorithm, a type of neural network that performs unsupervised learning, grouping multidimensional data. The graphic Visualization is focused on a scatterplot the shows the data being analized as long as the tree, showing the neurons (nodes) and the connections

Getting started

Package details

AuthorCésar A. Astudillo <cesar dot astudillo at gmail> and Javier Aros Mendoza <[email protected]>
MaintainerJavier Aros Mendoza <[email protected]>
LicenseGPL v3
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
Litier/CKTSOM documentation built on June 8, 2017, 12:05 a.m.