Hierarchical clustering

版本 1.0.0.0 (8.0 KB) 作者: Eric Ogier
Hierarchical clustering and dendrogram (WPGMA and UPGMA methods)
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更新时间 2016/5/2

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This function defines the hierarchical clustering of any matrix and displays the corresponding dendrogram.
The hierarchical clustering is performed in accordance with the following options:
- Method: WPGMA or UPGMA
- Metric: any anonymous function defined by user to measure vectors dissimilarity
- Clustering parameter: number of clusters or dissimilarity limit
The function returns the linkage tree, the clusters, the list of ranked items and optionally the dendrogram calculated on the basis of dissimilarity matrices.
Video demonstrations:
https://www.youtube.com/watch?v=cPzd-574D1I&list=PLJXyTqQS4FL3QoWdlGj0WtT7nSYKWqBxv&index=3&ab_channel=Pseudonymeoriginal
https://www.youtube.com/watch?v=EgZ2XF9rNXM&index=2&list=PLJXyTqQS4FL3QoWdlGj0WtT7nSYKWqBxv&ab_channel=Pseudonymeoriginal
https://www.youtube.com/watch?v=KvCKnkzNmXI&index=1&list=PLJXyTqQS4FL3QoWdlGj0WtT7nSYKWqBxv&ab_channel=Pseudonymeoriginal

引用格式

Eric Ogier (2024). Hierarchical clustering (https://www.mathworks.com/matlabcentral/fileexchange/56844-hierarchical-clustering), MATLAB Central File Exchange. 检索时间: .

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版本 已发布 发行说明
1.0.0.0

Description correction.