The Adjusted Mutual Information

Version 1.0.0.0 (3.25 KB) by Xuan Vinh Nguyen
The Adjusted Mutual Information for clustering comparison
5.0
(1)
977 Downloads
Updated 6 Oct 2011

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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 (2024). The Adjusted Mutual Information (https://www.mathworks.com/matlabcentral/fileexchange/33144-the-adjusted-mutual-information), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2007a
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.0.0.0