FTTransformer Auto

FTTransformer auto.

Super class

mlr3automl::Auto -> AutoFTTransformer

Methods

Public methods

• AutoFTTransformer$new()

• AutoFTTransformer$graph()

• AutoFTTransformer$estimate_memory()

• AutoFTTransformer$clone()

Inherited methods

• mlr3automl::Auto$check()
• mlr3automl::Auto$design_default()
• mlr3automl::Auto$design_set()
• mlr3automl::Auto$early_stopping_rounds()
• mlr3automl::Auto$finalize_model()
• mlr3automl::Auto$search_space()

---

Method new()

Creates a new instance of this R6 class.

Usage

AutoFTTransformer$new(id = "ft_transformer")

Arguments

id

(character(1))
Identifier for the new instance.

---

Method graph()

Create the graph for the auto.

Usage

AutoFTTransformer$graph(task, measure, n_threads, timeout, devices)

Arguments

task

(mlr3::Task).

measure

(mlr3::Measure).

n_threads

(integer(1)).

timeout

(integer(1)).

devices

(character())
Devices to use. Allowed values are "cpu" and "cuda". Default is "cpu".

---

Method estimate_memory()

Estimate the memory for the auto.

Usage

AutoFTTransformer$estimate_memory(task)

Arguments

task

(mlr3::Task).

---

Method clone()

The objects of this class are cloneable with this method.

Usage

AutoFTTransformer$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.