Growing self-organizing map
id:
growing-self-organizing-map-287-10485478
title:
Growing self-organizing map
text:
A growing self-organizing map (GSOM) is a growing variant of a self-organizing map (SOM). The GSOM was developed to address the issue of identifying a suitable map size in the SOM. It starts with a minimal number of nodes and grows new nodes on the boundary based on a heuristic. By using the value called Spread Factor (SF), the data analyst has the ability to control the growth of the GSOM. All the starting nodes of the GSOM are boundary nodes, i.e. each node has the freedom to grow in its own d
brand slug:
wiki
category slug:
encyclopedia
description:
Growing variant of a self-organizing map
original url:
https://en.wikipedia.org/wiki/Growing_self-organizing_map
date created:
date modified:
2023-07-27T11:03:55Z
main entity:
{"identifier":"Q5611677","url":"https://www.wikidata.org/entity/Q5611677"}
image:
{"content_url":"https://upload.wikimedia.org/wikipedia/en/e/ed/GSOM-new-node-growth.gif","width":325,"height":200}
fields total:
13
integrity:
15