Hierarchical Clustering Hierarchical Clustering

giovanna-bartolotta
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Hierarchical Clustering Hierarchical Clustering
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Hierarchical Clustering Hierarchical Clustering Produces a set of nested clusters organized as a hierarchical tree Can be visualized as a dendrogram A tree-like diagram that records the sequences of merges or splits Strengths of

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Hierarchical Clustering<br>
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Hierarchical Clustering Produces a set of nested clusters organized as a hierarchical tree
Can be visualized as a dendrogram
A tree-like diagram that records the sequences of merges or splits<br>
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Strengths of Hierarchical Clustering No assumptions on the number of clusters
Any desired number of clusters can be obtained by ‘cutting’ the dendogram at the proper level

Hierarchical clusterings may correspond to meaningful taxonomies
Example in biological sciences (e.g., phylogeny reconstruction, etc), web (e.g., product catalogs) etc<br>