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>.

Package details

AuthorTrent Henderson [cre, aut]
MaintainerTrent Henderson <then6675@uni.sydney.edu.au>
LicenseMIT + file LICENSE
Version0.3.1
URL https://hendersontrent.github.io/correctR/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("correctR")

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correctR documentation built on April 12, 2025, 1:57 a.m.