I wanted to make a list for for
loop, than I wanted to use it for ctree
like below. but I couldn't.
I am getting, some errors like "character is not supported" even I change the list to factor
I want to change val
variable, with the y
list, for for
loop.
Is there anyway to make it work?
y <- c("A","B","C")
x <- as.factor(y)
for(val in x) {
ctree_model<- ctree(FTR ~ val, data = train,controls=ctree_control(minsplit=30,minbucket=10,maxdepth=10))
}
The formula should be constructed either with paste
or reformulate
. In addition, the 'ctree_model' for storing the output can be a list
with each element of list
stores the model that corresponds to the 'val' of x instead of overriding
ctree_model <- vector('list', length(x))
names(ctree_model) <- levels(x)
for(val in levels(x)) {
ctree_model[[val]] <- ctree(reformulate(val, response = 'FTR'),
data = train,
controls = ctree_control(minsplit = 30, minbucket = 10, maxdepth =10))
}