Wrapper function for ICA randomisation — params_ica_randomisation • bixverse

Wrapper function for ICA randomisation

Usage

params_ica_randomisation(
  cross_validate = FALSE,
  random_init = 50L,
  folds = 10L
)

Arguments

cross_validate: Boolean. Do you want to apply a cross-validation type approach and split the data into folds folds to assess within data stability of the component.
random_init: Integer. Number of random initialisations to use.
folds: Integer. Number of folds to use if cross_validate is set to TRUE. To note, you will be running random_init * folds ICA runs.

Value

A list with the parameters for usage in the subsequent functions.