MUVR2 (version 0.1.0)

qMUVR2: 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,
  ...
)

Value

MUVR object

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)

Examples

# \donttest{
data("freelive2")
regrModel <- qMUVR2(X = XRVIP2,
                    Y = YR2,
                    nCore = 1)
# }