qMUVR2: Wrapper for speedy access to MUVR2 (autosetup of...

In MUVR2: Multivariate Methods with Unbiased Variable Selection

Wrapper for speedy access to MUVR2 (autosetup of parallelization)

Description

Wrapper for speedy access to MUVR2 (autosetup of parallelization)

Usage

qMUVR2(
  X,
  Y,
  ML = FALSE,
  method = "RF",
  varRatio = 0.65,
  nCore,
  repMult = 1,
  nOuter = 5,
  ...
)

Arguments

X	X-data
Y	Y-data
ML	Boolean for multilevel
method	'RF' (default) or 'PLS'
varRatio	proportion of variables to keep in each loop of the recursive feature elimination
nCore	Number of threads to use for calculation (defaults to detectCores()-1)
repMult	Multiplier of cores -> nRep = repMult * nCore
nOuter	Number of outer segments
...	Additional arguments(see MUVR)

Value

MUVR object

Examples

data("freelive2")
regrModel <- qMUVR2(X = XRVIP2,
                    Y = YR2,
                    nCore = 1)

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