Question: Let X Xbe two real-valued features and Y be a Boolean-valued function of the given features such that the Gaussian Naive-Bayes assumptions are satisfied. Suppose

Let X Xbe two real-valued features and Y be a Boolean-valued function of the given features such that the Gaussian Naive-Bayes assumptions are satisfied. Suppose P(Y/XX) = Assume that P(X/Y=0) = N(1.0,0) and 1+exp(-0.1-0.2X,-0.3.x) P(X/Y= 1) = N(2.0,0). Similarly P(X/Y=0) = N(1.0,0) and P(X/Y= 1) = N(2.0,0). Calculate the standard deviation, and a, and the probability P(Y= 1).

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