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correctR

Corrected Test Statistics for Comparing Machine Learning Models on Correlated Samples

v0.3.1 · Feb 5, 2025 · MIT + file LICENSE

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) <doi:10.1023/A:1024068626366> and presented in Bouckaert and Frank (2004) <doi:10.1007/978-3-540-24775-3_3>.

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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (1)

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Dependencies Reverse dependencies theftdlc correctR

Version History

5 tracked
new 0.3.1 Mar 10, 2026
updated 0.3.1 ← 0.2.1 diff Feb 4, 2025
updated 0.2.1 ← 0.1.3 diff Mar 12, 2024
updated 0.1.3 ← 0.1.2 diff Aug 19, 2023
new 0.1.2 Dec 18, 2022