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correctR  

Corrected Test Statistics for Comparing Machine Learning Models on Correlated Samples
View on CRAN: Click here


Download and install correctR package within the R console
Install from CRAN:
install.packages("correctR")

Install from Github:
library("remotes")
install_github("cran/correctR")

Install by package version:
library("remotes")
install_version("correctR", "0.3.1")



Attach the package and use:
library("correctR")
Maintained by
Trent Henderson
[Scholar Profile | Author Map]
First Published: 2022-12-19
Latest Update: 2023-08-20
Description:
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) and presented in Bouckaert and Frank (2004) .
How to cite:
Trent Henderson (2022). correctR: Corrected Test Statistics for Comparing Machine Learning Models on Correlated Samples. R package version 0.3.1, https://cran.r-project.org/web/packages/correctR. Accessed 06 Apr. 2025.
Previous versions and publish date:
0.1.2 (2022-12-19 11:10), 0.1.3 (2023-08-20 15:02), 0.2.1 (2024-03-13 23:30)
Other packages that cited correctR R package
View correctR citation profile
Other R packages that correctR depends, imports, suggests or enhances
Complete documentation for correctR
Functions, R codes and Examples using the correctR R package
Some associated functions: correctR . kfold_ttest . repkfold_ttest . resampled_ttest . 
Some associated R codes: correctR.R . kfold_ttest.R . repkfold_ttest.R . resampled_ttest.R .  Full correctR package functions and examples
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