getVIRank: Get variable importance
In MUVR2: Multivariate Methods with Unbiased Variable Selection

getVIRank

R Documentation

Get variable importance

Description

Extract autoselected variables from MUVR model object.

Usage

getVIRank(MUVRclassObject, model = "mid", n, all = FALSE)

Arguments

`MUVRclassObject`	an object of MUVR class
`model`	which model to use ("min", "mid" (default), or "max")
`n`	customize values
`all`	logical, to get the ranks of all variable or not

Value

data frame with order, name and average rank of variables ('order', 'name' & 'rank')

Examples


data("freelive2")
nRep <- 2
nOuter <- 4
varRatio <-0.6
regrModel <- MUVR2(X = XRVIP2,
                   Y = YR2,
                   nRep = nRep,
                   nOuter = nOuter,
                   varRatio = varRatio,
                   method = "PLS",
                   modReturn = TRUE)
getVIRank(regrModel, model="min")

MUVR2 documentation built on Sept. 16, 2024, 9:06 a.m.