combine: Combine Ensembles of Trees

In RRF: Regularized Random Forest

Combine Ensembles of Trees

Description

Combine two more more ensembles of trees into one.

Usage

combine(...)

Arguments

...	two or more objects of class RRF, to be combined into one.

Value

An object of class RRF.

Note

The confusion, err.rate, mse and rsq components (as well as the corresponding components in the test compnent, if exist) of the combined object will be NULL.

Author(s)

Andy Liaw [e-mail]

See Also

RRF, grow

Examples

data(iris)
rf1 <- RRF(Species ~ ., iris, ntree=50, norm.votes=FALSE)
rf2 <- RRF(Species ~ ., iris, ntree=50, norm.votes=FALSE)
rf3 <- RRF(Species ~ ., iris, ntree=50, norm.votes=FALSE)
rf.all <- combine(rf1, rf2, rf3)
print(rf.all)

RRF documentation built on May 31, 2022, 1:05 a.m.