I am trying to use som
package in R and even though I am using the example data that comes with som package, it is still giving me an error. When i tried the same example dataset yesterday it worked. I am confused now..
Here is the code
library(som)
library(class)
data(wines)
set.seed(7)
training <- sample(nrow(wines), 120)
Xtraining <- scale(wines[training, ])
Xtest <- scale(wines[-training, ],
center = attr(Xtraining, "scaled:center"),
scale = attr(Xtraining, "scaled:scale"))
som.wines <- som(Xtraining, grid = somgrid(5, 5, "hexagonal"))
som.prediction <- predict(som.wines, newdata = Xtest,
trainX = Xtraining,
trainY = factor(wine.classes[training]))
table(wine.classes[-training], som.prediction$prediction)
The error I am getting is so generic and I am not been able to understand what exactly it is
som.wines <- som(Xtraining, grid = somgrid(5, 5, "hexagonal"))
Error in !toroidal : invalid argument type