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Hierarchical Clustering in 1D Data by FARHAN KAMAL is a document available to read on EtoBox.
What is Hierarchical Clustering in 1D Data about?
The document describes performing hierarchical clustering on a 1D data set using agglomerative hierarchical clustering (AGNES) and plotting the dendrogram. It performs both single and complete linkage clustering. For single linkage, it forms two clusters - (7,10) and (20,28,35). For complete linkage, it forms two clusters - (7,10,20) and (28,35). It concludes that hierarchical clustering is useful when a hierarchy is required but has high computational and storage costs.
- Author
- FARHAN KAMAL
- Language
- EN