Package: correctR 0.3.1

Trent Henderson

correctR: Corrected Test Statistics for Comparing Machine Learning Models on Correlated Samples

Calculate a set of corrected test statistics for cases when samples are not independent, such as when classification accuracy values are obtained over resamples or through k-fold cross-validation, as proposed by Nadeau and Bengio (2003) <doi:10.1023/A:1024068626366> and presented in Bouckaert and Frank (2004) <doi:10.1007/978-3-540-24775-3_3>.

Authors:Trent Henderson [cre, aut]

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correctR.pdf |correctR.html✨
correctR/json (API)

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

Bug tracker:https://github.com/hendersontrent/correctr/issues

Pkgdown site:https://hendersontrent.github.io

On CRAN:

hypothesis-testingmachine-learningstatistics

5.52 score 11 stars 1 packages 8 scripts 281 downloads 3 exports 0 dependencies

Last updated 15 days agofrom:78b160ce0a. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 05 2025
R-4.5-winOKFeb 05 2025
R-4.5-macOKFeb 05 2025
R-4.5-linuxOKFeb 05 2025
R-4.4-winOKFeb 05 2025
R-4.4-macOKFeb 05 2025
R-4.3-winOKFeb 05 2025
R-4.3-macOKFeb 05 2025

Exports:kfold_ttestrepkfold_ttestresampled_ttest

Dependencies:

Introduction to correctR

Trent Henderson

Rendered fromcorrectR.Rmdusingknitr::rmarkdownon Feb 05 2025.

Last update: 2024-03-13
Started: 2022-12-16