Resample WAD values — run_resampling • qSIP2

Takes a filtered WAD dataframe and resamples x times

Usage

run_resampling(
  qsip_data_object,
  resamples = 1000,
  with_seed = NULL,
  allow_failures = FALSE,
  progress = TRUE,
  quiet = FALSE
)

qsip_data_object: (qsip_data) A qsip data object that has been filtered
resamples: (integer) The number of resamples/bootstraps to run
with_seed: (integer) An optional seed for reproducibility
allow_failures: (boolean) Option to allow resampling failures. If TRUE, the function will continue to resample even if some features fail. If FALSE, the function will stop if any features fail.
progress: (boolean) Option to show a progress bar for the resampling step
quiet: (boolean) Option to suppress messages

A new qsip_data object with the @resamples slot populated with resamples wad values

This function returns a list of resampled dataframes of x length for both the labeled and unlabeled sources.