mlr_measures_ci_holdout {mlr3inferr}R Documentation

Holdout CI

Description

Standard holdout CI. This inference method can only be applied to decomposable losses.

Parameters

Only those from MeasureAbstractCi.

Super classes

mlr3::Measure -> mlr3inferr::MeasureAbstractCi -> MeasureCiHoldout

Methods

Public methods

Inherited methods

Method new()

Creates a new instance of this R6 class.

Usage
MeasureCiHoldout$new(measure)
Arguments
measure

(Measure or character(1))
A measure of ID of a measure.


Method clone()

The objects of this class are cloneable with this method.

Usage
MeasureCiHoldout$clone(deep = FALSE)
Arguments
deep

Whether to make a deep clone.

Examples

ci_ho = msr("ci.holdout", "classif.acc")
ci_ho
rr = resample(tsk("sonar"), lrn("classif.featureless"), rsmp("holdout"))
rr$aggregate(ci_ho)

[Package mlr3inferr version 0.1.0 Index]