Holdout CI

Standard holdout CI.

Parameters

Only those from MeasureAbstractCi.

Super classes

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

Methods

Public methods

• MeasureCiHoldout$new()

• MeasureCiHoldout$clone()

Inherited methods

• mlr3::Measure$format()
• mlr3::Measure$help()
• mlr3::Measure$print()
• mlr3::Measure$score()
• mlr3inferr::MeasureAbstractCi$aggregate()

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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.

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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
#> <MeasureCiHoldout:classif.acc>: Holdout CI
#> * Packages: mlr3, mlr3measures, mlr3inferr
#> * Range: [0, 1]
#> * Minimize: FALSE
#> * Average: custom
#> * Parameters: alpha=0.05, within_range=TRUE
#> * Properties: primary_iters
#> * Predict type: response
rr = resample(tsk("sonar"), lrn("classif.featureless"), rsmp("holdout"))
rr$aggregate(ci_ho)
#>       classif.acc classif.acc.lower classif.acc.upper 
#>         0.5507246         0.4324975         0.6689518