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question 20

Hello,

I have a hard time understanding the rigorous way to go about these kinds of question

How do we know the answer is the one in the solution ?

Could this also be the answer: X=argmax p(X|y) like in lecture notes 5a ? if not why?

thank you so so much it would really help to have this cleared up

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