mlr_measures_ci_holdout function

Holdout CI

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

Parameters

Only those from MeasureAbstractCi.

Examples

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

Super classes

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

Methods

Public methods

• list("MeasureCiHoldout$new()")

• list("MeasureCiHoldout$clone()")

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.