Hyperparameter Tuning with Asynchronous Design Points

Subclass for asynchronous design points tuning.

Dictionary

This Tuner can be instantiated with the associated sugar function tnr():

tnr("async_design_points")

Parameters

design

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

See also

Other TunerAsync: mlr_tuners_async_grid_search, mlr_tuners_async_random_search

Super classes

Tuner -> TunerAsync -> TunerAsyncFromOptimizerAsync -> TunerAsyncDesignPoints

Methods

Public methods

• TunerAsyncDesignPoints$new()

• TunerAsyncDesignPoints$clone()

Inherited methods

• Tuner$format()
• Tuner$help()
• Tuner$print()
• TunerAsyncFromOptimizerAsync$optimize()

---

TunerAsyncDesignPoints$new()

Creates a new instance of this R6 class.

Usage

TunerAsyncDesignPoints$new()

---

TunerAsyncDesignPoints$clone()

The objects of this class are cloneable with this method.

Usage

TunerAsyncDesignPoints$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.