Critical Difference Diagram (CD) to compare ML algorithms

A non-parametric test to compare multiple Machine Learning algorithms on multiple datasets

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A non-parametric test to compare multiple Machine Learning algorithms on multiple datasets followed by the Nemenyi test

Cite As

Pereira, J.L.J., Smith-Miles, K., Munoz, M.A., Lorena, A. C. "Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation". Data Mining and Knowledge Discovery. 2024.

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.0.0