Question: Consider a 2categor'y 2D classication problem where each class is a Gaussian with the following data points for each class: 3423 3 5 1 3

Consider a 2categor'y 2D classication problem where each class is a Gaussian with the following data points for each class: 3423 3 5 1 3 X1'i4 6 6 8] X2_[0 2 2 4] Calculate the means and covariances for each class. Calculate inverse of each covariance? Assume the prior probabilities, P(w1} =1}; and P(w2) = 32;, 1with the following loss functions: A _ )'11 A12 _ U 3 )'21 A22 _ 12 0 What is the equation for the minimum risk (Bayes) decision boundary between the two classes? Plot the decision boundary for part (e) with a computer program (Python)

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