Stateful object for designing and applying unsupervised treatments.

Source: R/ft.R

Hold settings and results for unsupervised data preparation.

UnsupervisedTreatment(
  ...,
  var_list,
  cols_to_copy = NULL,
  params = NULL,
  imputation_map = NULL
)

Arguments

...

not used, force arguments to be specified by name.
var_list

Names of columns to treat (effective variables).
cols_to_copy

list of extra columns to copy.
params

parameters list from unsupervised_parameters
imputation_map

map from column names to functions of signature f(values: numeric, weights: numeric), simple missing value imputers.

Details

Please see https://github.com/WinVector/vtreat/blob/main/Examples/fit_transform/fit_transform_api.md, designTreatmentsZ and prepare.treatmentplan for details.

Note: for UnsupervisedTreatment fit_transform(d) is implemented as fit(d)$transform(d).