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What is clustering technique?


What is clustering technique? Discuss the Agglomerative algorithm with the following data and plot a Dendrogram using single link approach. The table below comprises sample data itmes indicating the distance between the elements

Item E A C B D
E 0 1 2 2 3
A 1 0 2 5 3
C 2 2 0 1 6
B 2 5 1 0 3
D 3 3 6 3 0
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Clustering

  • Clustering is a data mining technique to group a set of objects in a way such that objects in the same cluster are more similar to each other than to those in other clusters.
  • There are different types of clustering methods such as Partitioning Methods, Hierarchical Methods, and …

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