correctR (Q84461)
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Corrected Test Statistics for Comparing Machine Learning Models on Correlated Samples
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | correctR |
Corrected Test Statistics for Comparing Machine Learning Models on Correlated Samples |
Statements
20 August 2023
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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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