This learner provides an interface to the screener functions provided by the SuperLearner package. Such screening functions are used to reduce the number of covariates in the process of fitting a SuperLearner ensemble model. Consult documentation of the SuperLearner package for details on these screener functions.

Lrnr_pkg_SuperLearner_screener

Format

R6Class object.

Value

Lrnr_base object with methods for training and prediction.

Fields

SL_wrapper

A SuperLearner wrapper, used as an interface to algorithms to be fit in a SuperLearner ensemble model.

...

Additional arguments. Currently unused.