plotVAL: Plot validation metric
In MUVR2: Multivariate Methods with Unbiased Variable Selection

plotVAL

R Documentation

Plot validation metric

Description

Produces a plot of validation metric vs number of variables in model (inner segment).

Usage

plotVAL(MUVRclassObject, show_outlier = TRUE)

Arguments

`MUVRclassObject`	An object of class 'MUVR'
`show_outlier`	Boolean, show outliers

Value

A plot

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)
plotVAL(regrModel)

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