Top n splits of leaf nodes from decision tree

Question

I'm using rpart pacakge of R and I want to extract the top 3 splits for the leaf node instead of just the best. Is it possible to do this without changing the source code of rpart ?

Answer 1

You can access the splits like this:

fit <- rpart(Kyphosis ~ Age + Number + Start, data = kyphosis)
fit$splits