Question: Exercise 2 a) Define the clustering problem. b) Introduce the cost function for the K-means clustering problem and describe Lloyd's iterative algorithm. c)Mark approximately in

Exercise 2 a) Define the clustering problem. b) Introduce the cost

Exercise 2 a) Define the clustering problem. b) Introduce the cost function for the K-means clustering problem and describe Lloyd's iterative algorithm. c)Mark approximately in the graph below the solution (clusters and centers) found by Lloyd algorithm for the 2 clusters (K = 2) problem, when the data (x; ER) are the crosses in the figure below and the algorithm is initialised with center values indicated with the circle (cluster 1) and triangle (cluster 2) shown in the figure. * * * *

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