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What is the conditional independence assumption for a node in a BN?
INSTRUCTIONS TO CANDIDATESANSWER ALL QUESTIONS
(c) (5 pts.) Using the chain rule, compute the probability P(~g, a, s, c, ~f).
(d) (5 pts) Write, in summation form, the formula for computing P(a, ~f) using inference by enumeration. (You do not need to actually compute the probability.)
(e) (2 pts) What is the conditional independence assumption for a node in a BN?
(f) (3 pts) When are two variables conditionally independent of each other in a BN?
2. Decision tree learning (25 pts)
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