This learner provides an interface to the wrapper functions provided by the
SuperLearner
package. Such wrapper functions are used to draw on
learning algorithms provided by a wide variety of R packages, towards the
goal of fitting a SuperLearner
ensemble model. Consult documentation
of the SuperLearner
package for details on these wrapper functions.
Lrnr_pkg_SuperLearner
R6Class
object.
Lrnr_base
object with methods for training and
prediction.
SL_wrapper
A SuperLearner
wrapper, used as an interface to
algorithms to be fit in a SuperLearner
ensemble model.
...
Additional arguments. Currently unused.