penalized.ridge-class(mlr)R Documentation

penalized.ridge

Description

Wrapped learner for Ridge Regression from package penalized for regression problems.

Details

Common hyperparameters:

lambda2
Tuning parameter for L2 penalization.
epsilon
The convergence criterion.

Extends

wrapped.learner.regr

Methods

{signature(wrapped.learner = "penalized.ridge", formula = "formula", data = "data.frame", weights = "numeric", parset = "list"): Overwritten, to allow "lambda" instead of "lambda2" as parameter name. Besides that, simply delegates to super method.}

See Also

penalized


[Package mlr version 0.3.180 Index]