Fast hierarchical clustering method - PHA
Performs fast hierarchical clustering using PHA method. The function will produce a hierarchical cluster tree (Z) from the input distance matrix. The output Z is similar to the output by the Matlab function 'linkage'.
[Key features]
1. Faster than matlab linkage function.
2. Excellent performance for clusters with mixture of Normal distributions.
3. Ideal tool for producing phylogenetic trees.
[Reference]
Yonggang Lu, Yi Wan. (2013). "PHA: A Fast Potential-based Hierarchical Agglomerative Clustering Method," Pattern Recognition, Vol. 46(5), pp. 1227-1239.
Cita come
Yonggang (2024). Fast hierarchical clustering method - PHA (https://www.mathworks.com/matlabcentral/fileexchange/46134-fast-hierarchical-clustering-method-pha), MATLAB Central File Exchange. Recuperato .
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Windows macOS LinuxCategorie
- AI and Statistics > Statistics and Machine Learning Toolbox >
- Industries > Biotech and Pharmaceutical > Genomics and Next Generation Sequencing >
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Riconoscimenti
Ispirato: Operational modal analysis with automated SSI-COV algorithm
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Versione | Pubblicato | Note della release | |
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1.0.0.0 |