CRAN/E | correctR

correctR

Corrected Test Statistics for Comparing Machine Learning Models on Correlated Samples

Installation

About

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.

hendersontrent.github.io/correctR/
Bug report File report

Key Metrics

Version 0.2.1
R ≥ 3.5.0
Published 2024-03-13 50 days ago
Needs compilation? no
License MIT
License File
CRAN checks correctR results

Downloads

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Maintainer

Maintainer

Trent Henderson

then6675@uni.sydney.edu.au

Authors

Trent Henderson

cre / aut

Material

README
Reference manual
Package source

Vignettes

Introduction to correctR

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

correctR archive

Depends

R ≥ 3.5.0

Imports

stats

Suggests

knitr
markdown
rmarkdown
pkgdown
testthat ≥ 3.0.0