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
Citar como
Xuan Vinh Nguyen (2024). The Adjusted Mutual Information (https://www.mathworks.com/matlabcentral/fileexchange/33144-the-adjusted-mutual-information), MATLAB Central File Exchange. Recuperado .
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