Consider a 2category 2D classication problem where each class is a Gaussian with the following data points for each class: 3423 35 1 3 XI-l l KainHal i. Calculate the means and covariances for each class. ii. Calculate inverse of each covariance? 2. Assume the prior probabilities1 P(w1) 2% and P(w2) = g, with the following loss functions: A _ )'11 A12 _ U 3 _ A21 A22 _ 12 0 i. What is the equation for the minimum risk (Bayes) decision boundary between the two classes? ii. Plot the decision boundary for part (9) with a computer program (Python)