Density Task Generator for Package 'distr6'

A mlr3::TaskGenerator calling distr6::distrSimulate(). See distr6::distrSimulate() for an explanation of the hyperparameters.

Dictionary

This TaskGenerator can be instantiated via the dictionary mlr_task_generators or with the associated sugar function tgen():

mlr_task_generators$get("simdens")
tgen("simdens")

See also

Dictionary of TaskGenerators: mlr3::mlr_task_generators

Super class

mlr3::TaskGenerator -> TaskGeneratorSimdens

Methods

Public methods

• TaskGeneratorSimdens$new()

• TaskGeneratorSimdens$clone()

Inherited methods

• mlr3::TaskGenerator$format()
• mlr3::TaskGenerator$generate()
• mlr3::TaskGenerator$print()

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Method new()

Creates a new instance of this R6 class.

Usage

TaskGeneratorSimdens$new()

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Method clone()

The objects of this class are cloneable with this method.

Usage

TaskGeneratorSimdens$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

Examples

generator = mlr3::mlr_task_generators$get("simdens")
task = generator$generate(20)
head(task)
#>             x
#>         <num>
#> 1: -0.1029087
#> 2: -0.9740696
#> 3:  1.2706723
#> 4:  0.9608648
#> 5:  0.7687214
#> 6:  1.0359308