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Cluster the following eight points into three clusters using K means clustering algorithm and use Euclidean distance. Al-2,10), A2-(2,5), ?? (8,4), A5-(7,5), A6-(6,4), A7-(1,2), A4-(5,8), A8-(4,9) a) Create distance matrix by calculating Euclidean distance between each pair of points. (0.5 mark) b) Suppose that the initial centers of each cluster are Al A4 and A7. Run the k-means algorithm for once only and show: i. The new clusters (i.e. the examples belonging to each cluster) (1 mark) i. The centers of the new clusters (0.5 mark) Show all your work