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1 6 points ) Consider the perceptron in two dimensions: h ( x ) = sign wT x where w = [ w 0 ,

16 points) Consider the perceptron in two dimensions: h (x)= sign wT x where w =
[w0, w1, w2]T and x =[1, x1, x2]T . Technically, x has three coordinates, but we call this
perceptron two-dimensional because the first coordinate is fixed at 1.
(a)(10 points) Show that the regions on the plane where h (x)=+1 and h (x)=1 are
separated by a line. If we express this line by the equation x2= ax1+ b, what are the
slope a and intercept b in terms of w0, w1, w2?

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