mlr_fselectors_async_design_points: Feature Selection with Asynchronous Design Points

In mlr-org/mlr3fselect: Feature Selection for 'mlr3'

Feature Selection with Asynchronous Design Points

Description

Subclass for asynchronous design points feature selection.

Dictionary

This FSelector can be instantiated with the associated sugar function fs():

fs("async_design_points")

Parameters

design

data.table::data.table
Design points to try in search, one per row.

Super classes

mlr3fselect::FSelector -> mlr3fselect::FSelectorAsync -> mlr3fselect::FSelectorAsyncFromOptimizerAsync -> FSelectorAsyncDesignPoints

Methods

Public methods

• FSelectorAsyncDesignPoints$new()

• FSelectorAsyncDesignPoints$clone()

Inherited methods

• mlr3fselect::FSelector$format()
• mlr3fselect::FSelector$help()
• mlr3fselect::FSelector$print()
• mlr3fselect::FSelectorAsyncFromOptimizerAsync$optimize()

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Method new()

Creates a new instance of this R6 class.

Usage

FSelectorAsyncDesignPoints$new()

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Method clone()

The objects of this class are cloneable with this method.

Usage

FSelectorAsyncDesignPoints$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

See Also

Other FSelectorAsync: mlr_fselectors_async_exhaustive_search, mlr_fselectors_async_random_search

mlr-org/mlr3fselect documentation built on July 5, 2025, 3:22 a.m.