combineRP: Combine rfPermute objects

In rfPermute: Estimate Permutation p-Values for Random Forest Importance Metrics

Combine rfPermute objects

Description

Combines two or more ensembles of rfPermute objects into one, combining randomForest results, null distributions, and re-calculating p-values.

Usage

combineRP(...)

Arguments

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

Author(s)

Eric Archer [e-mail]

See Also

combine

Examples

data(iris)
rp1 <- rfPermute(
  Species ~ ., iris, ntree = 50, norm.votes = FALSE, nrep = 100, num.cores = 1
)
rp2 <- rfPermute(
  Species ~ ., iris, ntree = 50, norm.votes = FALSE, nrep = 100, num.cores = 1
)
rp3 <- rfPermute(
  Species ~ ., iris, ntree = 50, norm.votes = FALSE, nrep = 100, num.cores = 1
)
rp.all <- combineRP(rp1, rp2, rp3)
rp.all

plotNull(rp.all) 

rfPermute documentation built on Aug. 24, 2023, 1:08 a.m.