KKT complementary slackness states that if com > 0, then (Xn, Yn) is on the...

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KKT complementary slackness states that if com > 0, then (Xn, Yn) is on the boundary of the optimal width hyperplane and yn (w.xn +6+) = 1. Show that the reverse is not true. Namely, that it is possible that an = 0 and yet (Xn, yn) is on the boundary satisfying yn (w.xn+b+) = 1. Hint: Use a toy dataset with two positive examples at (0, 0) and (1, 0), and one nega- tive example at (0, 1). Begin by solving the optimal margin and continue the proof from there. KKT complementary slackness states that if com > 0, then (Xn, Yn) is on the boundary of the optimal width hyperplane and yn (w.xn +6+) = 1. Show that the reverse is not true. Namely, that it is possible that an = 0 and yet (Xn, yn) is on the boundary satisfying yn (w.xn+b+) = 1. Hint: Use a toy dataset with two positive examples at (0, 0) and (1, 0), and one nega- tive example at (0, 1). Begin by solving the optimal margin and continue the proof from there

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