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correctR
View on CRAN: Click
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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", "0.2.1")
Attach the package and use:
library("correctR")
Maintained by
Trent Henderson
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[Scholar Profile | Author Map]
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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 0.2.1, https://cran.r-project.org/web/packages/correctR. Accessed 22 Dec. 2024.
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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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