(a) (i) for the data given in the table above, K-means clustering is to be performed. If K=2 and the initial cluster centers are at (5,5) and (15,15). (i) Plot the data and the cluster centers. (ii) Deduce which points are assigned to which clusters initially. (iii) Calculate the new values for the cluster centers after 1 full iteration of the K-means algorithm, and show which data points are assigned to which cluster. (ii) If another clustering solution for the same problem obtains cluster centers at (10,15) and (15,15); compare between this solution and the one you obtained from (i) in terms of their SSE values; which one is better and why