Calculate errors for the cross-validation for selecting nfeat. — getErr_nfeat • PhiSpace

Calculate errors for the cross-validation for selecting nfeat.

getErr_nfeat(
  nfeatV,
  impScores,
  ncomp,
  XXtrain,
  YYtrain,
  XXtest,
  YYtest,
  center = TRUE,
  scale = FALSE,
  regMethod = "PLS",
  assayName = "logcounts",
  loss = c("Frobenius", "exponential")
)

Arguments

nfeatV: Vector.
impScores: Matrix.
ncomp: Integer.
XXtrain: Matrix.
YYtrain: Matrix.
XXtest: Matrix.
YYtest: Matrix.
center: Logic.
scale: Logic.
regMethod: Character.
assayName: Character.
loss: Type of loss function.

Value

A list.