Package: mlr3inferr 0.1.0

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_0.1.0.tar.gz
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mlr3inferr.pdf |mlr3inferr.html✨
mlr3inferr/json (API)

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

Peer review:

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

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

On CRAN:

machine-learningstatistics

3.85 score 2 stars 3 scripts 9 exports 22 dependencies

Last updated 4 hours agofrom:a8560e97fd (on v0.1.0). Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 14 2025
R-4.5-winOKJan 14 2025
R-4.5-linuxOKJan 14 2025
R-4.4-winOKJan 14 2025
R-4.4-macOKJan 14 2025
R-4.3-winOKJan 14 2025
R-4.3-macOKJan 14 2025

Exports:MeasureAbstractCiMeasureCiMeasureCiConZMeasureCiCorrectedTMeasureCiHoldoutMeasureCiNestedCVMeasureCiWaldCVResamplingNestedCVResamplingPairedSubsampling

Dependencies:backportscheckmatecodetoolsdata.tabledigestevaluatefuturefuture.applyglobalslgrlistenvmlbenchmlr3mlr3measuresmlr3miscpalmerpenguinsparadoxparallellyPRROCR6uuidwithr

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