makeOMLEstimationProcedure function

Construct OMLEstimationProcedure.

Construct OMLEstimationProcedure.

Constructs an estimation procedure.

makeOMLEstimationProcedure( type, data.splits.url = NA_character_, data.splits = NULL, parameters = NULL )

Arguments

  • type: [character(1)]

    The type of procedure used for performance estimation: either cross-validation, holdout, bootstrap or sampling.

  • data.splits.url: [character(1)]

    The url from which a file with train-test splits can be downloaded.

  • data.splits: [data.frame]

    The train-test splits. Default is NULL, which means data splits have not yet been downloaded.

  • parameters: [list]

    Any parameters for the estimation procedure, e.g. the number of repeats and folds in cross-validation.

Returns

[OMLEstimationProcedure]

  • Maintainer: Giuseppe Casalicchio
  • License: BSD_3_clause + file LICENSE
  • Last published: 2022-10-19