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3. Show that for a linearly separable data set, the maximum likelihood solution for the logistic regression model is obtained by nding a vector w

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3. Show that for a linearly separable data set, the maximum likelihood solution for the logistic regression model is obtained by nding a vector w Whose decision boundary WT $06) = 0 separates the classes and then taking the magnitude of W to innity (This is problem 4.14, from Bishop textbook). (4 pts)

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