(a) Apply the perceptron algorithm to the following pattern classes: ω1: {(0, 0, 0)T, (1, 0, 0)T, (1, 0, 1)T, (1, 1, 0)T} and ω2: {(0, 0, 1)T, (0, 1, 1)T, (0, 1, 0)T, (1, 1, 1)T}. Let c = 1, and w(1) = (−1, −2, −2, 0)T.
(b) Sketch the decision surface obtained in (a). Show the pattern classes and indicate the positive side of the surface.
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