som.nn: Topological k-NN Classifier Based on Self-Organising Maps

A topological version of k-NN: An abstract model is build as 2-dimensional self-organising map. Samples of unknown class are predicted by mapping them on the SOM and analysing class membership of neurons in the neighbourhood.

Package details

AuthorAndreas Dominik
MaintainerAndreas Dominik <andreas.dominik@mni.thm.de>
LicenseGPL-3
Version1.4.4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("som.nn")

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som.nn documentation built on May 29, 2024, 6:50 a.m.