Crandore Hub

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>.

Versions across snapshots

VersionRepositoryFileSize
0.3.1 rolling linux/jammy R-4.5 correctR_0.3.1.tar.gz 67.2 KiB
0.3.1 rolling linux/noble R-4.5 correctR_0.3.1.tar.gz 67.1 KiB
0.3.1 rolling source/ R- correctR_0.3.1.tar.gz 48.9 KiB
0.3.1 latest linux/jammy R-4.5 correctR_0.3.1.tar.gz 67.2 KiB
0.3.1 latest linux/noble R-4.5 correctR_0.3.1.tar.gz 67.1 KiB
0.3.1 latest source/ R- correctR_0.3.1.tar.gz 48.9 KiB
0.3.1 2026-04-26 source/ R- correctR_0.3.1.tar.gz 48.9 KiB
0.3.1 2026-04-23 source/ R- correctR_0.3.1.tar.gz 48.9 KiB
0.3.1 2026-04-09 windows/windows R-4.5 correctR_0.3.1.zip 71.9 KiB
0.3.1 2025-04-20 source/ R- correctR_0.3.1.tar.gz 48.9 KiB

Dependencies (latest)

Imports

Suggests