mlr_learners_regr.extratrees: Regression ExtraTrees Learner

In mlr3learners/mlr3learners.extratrees: Learners from extraTrees package for mlr3

Description

Regression extratree learner. Calls extraTrees::extraTrees() from package extraTree.

Dictionary

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

mlr_learners$get("regr.extratrees")
lrn("regr.extratrees")

Super classes

mlr3::Learner -> mlr3::LearnerRegr -> LearnerRegrExtraTrees

Methods

Public methods

• LearnerRegrExtraTrees$new()

• LearnerRegrExtraTrees$clone()

Inherited methods

• mlr3::Learner$format()

• mlr3::Learner$help()

• mlr3::Learner$predict()

• mlr3::Learner$predict_newdata()

• mlr3::Learner$print()

• mlr3::Learner$reset()

• mlr3::Learner$train()

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Method new()

Creates a new instance of this R6 class.

Usage

LearnerRegrExtraTrees$new()

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Method clone()

The objects of this class are cloneable with this method.

Usage

LearnerRegrExtraTrees$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

See Also

Dictionary of Learners: mlr3::mlr_learners

Examples

if (requireNamespace("extraTrees")) {
  learner = mlr3::lrn("regr.extratrees")
  print(learner)

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

mlr3learners/mlr3learners.extratrees documentation built on June 9, 2020, 11:23 a.m.