Given the points x1 = {1, 0}, x2 = {0,1}, x3 = {2, 1}, and x4 = {3, 3}, suppose that these points are randomly clustered into two clusters: C1 = {x1, x3} and C2 = {x2, x4}. Apply one iteration of K - means partitional clustering algorithm and fi nd new distribution of elements in clusters. What is the change in total square - error?
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