Calls ks::kde from package ks.

Dictionary

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

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

Traits

  • Packages: ks

  • Predict Types: pdf

  • Feature Types: integer, numeric

  • Properties:

See also

Author

RaphaelS1

Super classes

mlr3::Learner -> mlr3proba::LearnerDens -> LearnerDensKDEks

Methods

Public methods

Inherited methods

Method new()

Creates a new instance of this R6 class.

Usage

LearnerDensKDEks$new()


Method clone()

The objects of this class are cloneable with this method.

Usage

LearnerDensKDEks$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.kde_ks")) print(learner)
#> <LearnerDensKDEks:dens.kde_ks> #> * Model: - #> * Parameters: list() #> * Packages: ks #> * Predict Type: pdf #> * Feature types: integer, numeric #> * Properties: -
# available parameters: learner$param_set$ids()
#> [1] "h" "H" "gridsize" "gridtype" #> [5] "xmin" "xmax" "supp" "binned" #> [9] "bgridsize" "positive" "adj.positive" "w" #> [13] "compute.cont" "approx.cont" "unit.interval" "verbose" #> [17] "zero.flag"