combine: Combine Ensembles of Trees

Description Usage Arguments Value Note Author(s) See Also Examples

View source: R/combine.R

Description

Combine two more more ensembles of trees into one.

Usage

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Arguments

...

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

Value

An object of class randomForest.

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 andy\[email protected]

See Also

randomForest, grow

Examples

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

Jromero1208/PBDRiRF documentation built on May 4, 2019, 10:56 a.m.