mlr_learners_classif.gamboost: Boosted Generalized Additive Classification Learner

Description Dictionary Super classes Methods References See Also Examples

Description

Boosted generalized additive classification learner. Calls mboost::gamboost() from package mboost.

Dictionary

This Learner can be instantiated via the dictionary mlr_learners or with the associated sugar function lrn():

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mlr_learners$get("classif.gamboost")
lrn("classif.gamboost")

Super classes

mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifGAMBoost

Methods

Public methods

Inherited methods

Method new()

Create a LearnerClassifGAMBoost object.

Usage
LearnerClassifGAMBoost$new()

Method clone()

The objects of this class are cloneable with this method.

Usage
LearnerClassifGAMBoost$clone(deep = FALSE)
Arguments
deep

Whether to make a deep clone.

References

mlr3learners.mboostbuhlmann_2003

See Also

Dictionary of Learners: mlr3::mlr_learners

Examples

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if (requireNamespace("mboost")) {
  learner = mlr3::lrn("classif.gamboost")
  print(learner)

  # available parameters:
  learner$param_set$ids()
}

mlr3learners/mlr3learners.mboost documentation built on Aug. 9, 2020, 10:47 p.m.