varClass: Report variables belonging to different classes

In MUVR2: Multivariate Methods with Unbiased Variable Selection

Report variables belonging to different classes

Description

Reports names and numbers of variables: all as well as optimal (min model), redundant (from min up to max) and noisy (the rest).

Usage

varClass(MUVRclassObject)

Arguments

MUVRclassObject

A MUVR class object

Value

A list with names and numbers of variables: all as well as optimal (Corresponding to 'min' or minial-optimal model), redundant (from 'min' up to 'max' or all-relevant ) and noisy (the rest)

Examples

data("mosquito")
nRep <- 2
nOuter <- 4
classModel <- MUVR2_EN(X = Xotu,
                       Y = Yotu,
                       nRep = nRep,
                       nOuter = nOuter,
                       DA = TRUE,
                       modReturn = TRUE)
classModel<-getVar(classModel,option="quantile")
varClass(classModel)

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