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Consider the following six points with the following coordinates: p 1 (0.40,0.53),p 2 (0.22,0.38),p 3 (0.35,0.32),p 4 (0.26,0.19),p 5 (0.08,0.41),p 6 (0.45,0.3) a) Perform hierarchical

Consider the following six points with the following coordinates:

p1(0.40,0.53),p2(0.22,0.38),p3(0.35,0.32),p4(0.26,0.19),p5(0.08,0.41),p6(0.45,0.3)

a) Perform hierarchical clustering using rectilinear (Manhattan) distance and the complete linkage method and draw the resulting dendrogram. What is the best way of obtaining three clusters?

b) Calculate the silhouette index for each cluster and for the overall clustering.

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