1function [w, t, flag] = perceptron (x, y, max_iter) 2 3 [m, n] = size (X) ; flag = 0: w = zeros (n, 1): t = 1; while (t < max iter) &E (flag == 0) 8. $ Your tasks: $ 1. searches for violation point p, i.e. the label disagrees with p*w $ 2. update the seperation plane vector w $ 3. if there is no more violation point, set flag = 1. 10 11 13 t = t + 1; 14 end * as a good habit: normalise the seperation vector by it's norm w = w./norm (w, 2); 15 16 17 Lend H H H HH H H1

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