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A patient goes to a doctor with symptoms S1, S2 and S3. The doctor suspects disease D1 and D2 and constructs a Bayesian network for the relation among the disease and symptoms as the following:
0. What is the joint probability distribution in terms of conditional probabilities?
P(D1) * P(D2|D1) * P(S1|D1) * P(S2|D1) * P(S3|D2)
P(D1) * P(D2) * P(S1|D1) * P(S2|D1) * P(S3|D1,D2)
P(D1) * P(D2|D1) * P(S1|D2) * P(S2|D2) * P(S3|D2)
P(D1) * P(D2) * P(S1|D1) * P(S2|D1,D2) * P(S3|D2)
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