Description Usage Arguments Value References See Also Examples
som_clas
allows to perform a SOM synoptic classification
1 2 3 4 5 6 7 8 9 10 11 |
x |
data.frame. A data.frame with the following variables: |
xdim |
Integer. X dimension of the grid. See |
ydim |
Integer. Y dimension of the grid. See |
iter |
integer. Number of iterations. |
alpha |
vector. learning rate. See |
dist.fcts |
character. vector of distance functions to be used for the individual data layers. See |
mode |
carachter. type of learning algorithm. Default "on-line". See |
cores |
Integer. Parallel processing only available for "pbatch" algorithm. |
norm |
logical. Default |
A list with:
A data.frame containing the dates and the weather types.
A data frame containing the gridded data grouped by circulation types.
An object of class kohonen
with all the components returned by the function som
Wehrens, R. and BuydenL. (2007) Self- and Super-organizing Maps in R: The kohonen Package Journal of Statistical Software, 21(5), 1 - 19.
1 2 3 4 5 6 7 8 |
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.