This function generates training and test sets for model training with balanced classes using functions BalancedSample and TrainSetList. The training and test datasets as well as vectors that identify the file of origin of each row are saved as an RData object.

TrainTest(
  dt_ls,
  output_path = output_path,
  label = label,
  class_col = class_col,
  ...
)

Arguments

dt_ls

A list of data.frames with balanced classes.

output_path

A character vector with full path names.

label

A character vector with the prefix of the RData file to be outputted.

class_col

A character vector with the name of the column that identify the classes.