The Adjusted Mutual Information
This program calculates the adjusted mutual information for comparing clusterings. It includes:
- The mutual information/adjusted mutual information
- The Rand index and some other indices
(see code)
References:
[1] Vinh, N. X.; Epps, J.; Bailey, J. (2009). "Information theoretic measures for clusterings comparison". Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09
[2] Vinh, Nguyen Xuan; Epps, Julien; Bailey, James (2010), "Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance", The Journal of Machine Learning Research 11 (Oct): 2837-54
Cite As
Xuan Vinh Nguyen (2025). The Adjusted Mutual Information (https://www.mathworks.com/matlabcentral/fileexchange/33144-the-adjusted-mutual-information), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
Windows macOS LinuxCategories
Tags
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.
Version | Published | Release Notes | |
---|---|---|---|
1.0.0.0 |