Package: mlr3inferr 0.2.2

Sebastian Fischer

mlr3inferr: Inference on the Generalization Error

Confidence interval and resampling methods for inference on the generalization error.

Authors:Sebastian Fischer [cre, aut], Hannah Schulz-Kümpel [aut]

mlr3inferr_0.2.2.tar.gz
mlr3inferr_0.2.2.zip(r-4.7-any)mlr3inferr_0.2.2.zip(r-4.6-any)mlr3inferr_0.2.2.zip(r-4.5-any)
mlr3inferr_0.2.2.tgz(r-4.6-any)mlr3inferr_0.2.2.tgz(r-4.5-any)
mlr3inferr_0.2.2.tar.gz(r-4.7-any)mlr3inferr_0.2.2.tar.gz(r-4.6-any)
mlr3inferr_0.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
mlr3inferr/json (API)

# Install 'mlr3inferr' in R:
install.packages('mlr3inferr', repos = c('https://mlr-org.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mlr-org/mlr3inferr/issues

Pkgdown/docs site:https://mlr3inferr.mlr-org.com

On CRAN:

Conda:

machine-learningstatistics

5.17 score 5 stars 2 packages 6 scripts 3.3k downloads 9 exports 26 dependencies

Last updated from:e3ffe6bb55 (on v0.2.2). Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK190
source / vignettesOK194
linux-releaseOK253
macos-releaseOK150
macos-oldrelOK148
windows-develOK173
windows-releaseOK158
windows-oldrelOK158
wasm-releaseOK113

Exports:MeasureAbstractCiMeasureCiMeasureCiConZMeasureCiCorrectedTMeasureCiHoldoutMeasureCiNestedCVMeasureCiWaldCVResamplingNestedCVResamplingPairedSubsampling

Dependencies:backportscheckmateclicodetoolsdata.tabledigestevaluatefuturefuture.applyglobalslgrlistenvmiraimlbenchmlr3mlr3measuresmlr3miscnanonextpalmerpenguinsparadoxparallellyPRROCR6rlanguuidwithr

Readme and manuals

Help Manual

Help pageTopics
mlr3inferr: Inference on the Generalization Errormlr3inferr-package mlr3inferr
Abstract Class for Confidence IntervalsMeasureAbstractCi mlr_measures_abstract_ci
Default CI MethodMeasureCi mlr_measures_ci
Conservative-Z CIMeasureCiConZ mlr_measures_ci.con_z
Corrected-T CIMeasureCiCorrectedT mlr_measures_ci.cor_t
Holdout CIMeasureCiHoldout mlr_measures_ci.holdout
Nested CV CIMeasureCiNestedCV mlr_measures_ci.ncv
Cross-Validation CIMeasureCiWaldCV mlr_measures_ci.wald_cv
Nested Cross-Validationmlr_resamplings_ncv ResamplingNestedCV
Paired Subsamplingmlr_resamplings_paired_subsampling ResamplingPairedSubsampling