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(b) 5 points] Draw a belief network that is consistent with a joint distribution that factors as P(A, B, C, D, E)P(EC, D)P(DIC)P(C|A, B)P(B|A)P(A) For
(b) 5 points] Draw a belief network that is consistent with a joint distribution that factors as P(A, B, C, D, E)P(EC, D)P(DIC)P(C|A, B)P(B|A)P(A) For 5 bonus marks, draw another, different belief network that is also consistent with this factoring. (c) [3 points] Suppose that every random variable in the joint distribution of question (2b) has a domain containing 10 elements. How many rows are needed to list the full joint distribution in an explicit table? (d) [7 points] Suppose that every random variable in the joint distribution of question (2b) has a domain containing 10 elements. How many rows in total are needed to list the conditional probability tables for your belief network representation? (b) 5 points] Draw a belief network that is consistent with a joint distribution that factors as P(A, B, C, D, E)P(EC, D)P(DIC)P(C|A, B)P(B|A)P(A) For 5 bonus marks, draw another, different belief network that is also consistent with this factoring. (c) [3 points] Suppose that every random variable in the joint distribution of question (2b) has a domain containing 10 elements. How many rows are needed to list the full joint distribution in an explicit table? (d) [7 points] Suppose that every random variable in the joint distribution of question (2b) has a domain containing 10 elements. How many rows in total are needed to list the conditional probability tables for your belief network representation
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