Problem 1. Let 7(1), ..., (n) be a set of n data points with associated labels Y, ... , Yn E {-1, 1}. Recall from lecture that the perceptron update rule is lt) = u(t-1) _ ar ) Aug(x(i)), Aug(zli)) (t-1) > 0 ni EM - Aug(F(i)), Aug((i)). (t-1) 0 ni EM - Aug(F(i)), Aug((i)). (t-1)