Given the two-dimensional points in Table 13.2, assume that k = 2, and that initially the points…


Given the two-dimensional points in Table 13.2, arrogate that k = 2, and that initially the points are assigned to clusters as follows C1 = {x1, x2, x4} and C2 = {x3, x5}. Answer the aftercited questions(a) Apply the K-means algorithm until mob, i.e., the clusters do not modify, sumptuous (i) the customary Euclidean removal or the L2-norm, defined(b) Apply the EM algorithm after a while k = 2 sumptuous that the quantity are recalcitrant. Show one exhaustive dissuasive of the Expectation and the Maximization steps. Start after a while the self-confidence that P(Ci |xia) = 0.5 for a = 1, 2.