Calls locfit::density.lf from package locfit.

Dictionary

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

mlr_learners$get("dens.locfit")
lrn("dens.locfit")

Traits

  • Packages: locfit

  • Predict Types: pdf

  • Feature Types: integer, numeric

  • Properties:

See also

Author

RaphaelS1

Super classes

mlr3::Learner -> mlr3proba::LearnerDens -> LearnerDensLocfit

Methods

Public methods

Inherited methods

Method new()

Creates a new instance of this R6 class.

Usage

LearnerDensLocfit$new()


Method clone()

The objects of this class are cloneable with this method.

Usage

LearnerDensLocfit$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

Examples

# stop example failing with warning if package not installed learner = suppressWarnings(mlr3::lrn("dens.locfit")) print(learner)
#> <LearnerDensLocfit:dens.locfit> #> * Model: - #> * Parameters: list() #> * Packages: locfit #> * Predict Type: pdf #> * Feature types: integer, numeric #> * Properties: -
# available parameters: learner$param_set$ids()
#> [1] "window" "width" "from" "to" "cut" "deg" "link" "kern" #> [9] "kt" "renorm" "maxk" "itype" "mint" "maxit"