Question: Perform the agglomerative hierarchical clustering algorithm on the following 5 data points using complete linkage and Euclidean distance measure: (5, 4.5), (4.5, 5), (3,4), (4,

Perform the agglomerative hierarchical clustering algorithm on the following 5 data points using complete linkage and Euclidean distance measure: (5, 4.5), (4.5, 5), (3,4), (4, 4) and (3, 3.5). How would you obtain 3 clusters? Show your results using a dendrogram.

Also briefly explain the mixture of Gaussians model and explain how it can be used for clustering.

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