R教程中的Kohonen SOM映射 [英] Kohonen SOM Maps in R Tutorial

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问题描述

我只是在寻找一个好的教程,它将引导我逐步了解如何在R中创建SOM.我正在阅读Kohonen和Kaski的有关使用地图识别福利结构的论文,并想尝试这种技术.

I am simply looking for a good tutorial that will walk me through how to create a SOM in R. I am reading Kohonen and Kaski's paper on using the maps to identify the structure of Welfare, and want to try the technique my self.

我认为R中的许多示例有很多不足之处.我浏览了网上,却没有发现我认为使该过程易于理解的任何内容.

I think many of the examples in R have a lot to be desired. I have looked on the web and didn't find anything that I thought made the process easy to understand.

我们将不胜感激.

推荐答案

一些指针:

  • SOM package
  • Kohonen package

大多数与SOM相关的软件包都来自化学计量学和计算物理领域,但您还可以查看 CRAN上的群集视图

Most of the SOM related packages are from the Chemometrics and Computational Physics area, but you also have a look at the cluster view on CRAN.

顺便说一句,我不知道任何教程,但是找到示例的一种好方法此示例显示了如何与GGobi一起使用.

Incidentally, I'm not aware of any tutorials, but one good way to find examples is to google with ext:r. There are several "som" scripts that show up that way, including this example which shows how to use it with GGobi.

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