checkinput: Check input

In MUVR2: Multivariate Methods with Unbiased Variable Selection

Check input

Description

This can be run to test if the command input of parameters contradict each other and check the structure of the data. If something goes wrong, warning messages are given.

Usage

checkinput(
  X,
  Y,
  ML,
  DA,
  method,
  fitness,
  nInner,
  nOuter,
  varRatio,
  scale,
  modReturn,
  logg,
  parallel
)

Arguments

X	The original data of X, not the result after onehotencoding
Y	The original data of Y
ML	ML in MUVR2
DA	DA in MUVR2
method	RF or PLS so far in MUVR2
fitness	fitness in MUVR2
nInner	nInnerin MUVR2
nOuter	nOuter in MUVR2
varRatio	varRatio in MUVR2
scale	scale
modReturn	modReturn in MUVR2
logg	logg in MUVR2
parallel	parallel in MUVR2

Value

correct_input: the original input(call) and the real input used in MUVR2 when you enter your input

Examples

data("freelive2")
checkinput(X = XRVIP2,
           Y = YR2,  ## YR2 a numeric variable
           DA = FALSE,
           fitness="RMSEP")

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