Task:

Below is a dataset:

Apply k-means clustering algorithm on the above dataset. Use k=3. Repeat until convergence or maximum iteration = 3 reached.

Apply agglomerative hierarchical clustering algorithms on the above dataset. Use single link, complete link and group average to calculate the proximity.

Report the generated clusters (you need to show your calculation).

Show the dendrogram in case of hierarchical clustering.

Data Point P1 P2 P3 P4 P5 P6 P7 1.5 1.5 1.5 1.5 4.5 2.5 7.0 6.5 Data Point P1 P2 P3 P4 P5 P6 P7 1.5 1.5 1.5 1.5 4.5 2.5 7.0 6.5