rfPermute: rp.combine – R documentation

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rp.combine

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

rp.combine(...)

Arguments

...

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

Author(s)

Eric Archer eric.archer@noaa.gov

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 <- rp.combine(rp1, rp2, rp3)

layout(matrix(1:6, nrow = 2))
plotNull(rp.all) 
layout(matrix(1))

rfPermute

Estimate Permutation p-Values for Random Forest Importance Metrics

v2.1.81

GPL (>= 2)

Authors

Eric Archer [aut, cre]

Initial release