The Adjusted Mutual Information
The Adjusted Mutual Information for clustering comparison
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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 (2026). The Adjusted Mutual Information (https://www.mathworks.com/matlabcentral/fileexchange/33144-the-adjusted-mutual-information), MATLAB Central File Exchange. Retrieved .
General Information
- Version 1.0.0.0 (3.25 KB)
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
| Version | Published | Release Notes | Action |
|---|---|---|---|
| 1.0.0.0 |
