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B ONLY PLEASE. 1. Consider the following Bayesian network where C is the event of a person having a cold and S is the event
B ONLY PLEASE.
1. Consider the following Bayesian network where C is the event of a person having a cold and S is the event of the person having a sore throat where P(C) 0.05, P(S C)0.8 and P(S-C)-0.1. (a) Compute the joint probabilities P(C, S), P(C,-S), PC, S), and PCC-S). (10%) (b) Determine the probabilities and conditional probabilities for the fol- lowing Bayesian network: so that it determines the same joint prob- abilities as in question 1(a). In other words, find P(S), P(C | S), and P(C | -S) so that P(C, S), P(C,-S), P(C, S), and P(-C,-S) are the same as in question 1 (a), (15%) (c) Which Bayesian network makes more sense given the events C, and S, the one in 1(a) or 1(b)? Why? (10%) 1. Consider the following Bayesian network where C is the event of a person having a cold and S is the event of the person having a sore throat where P(C) 0.05, P(S C)0.8 and P(S-C)-0.1. (a) Compute the joint probabilities P(C, S), P(C,-S), PC, S), and PCC-S). (10%) (b) Determine the probabilities and conditional probabilities for the fol- lowing Bayesian network: so that it determines the same joint prob- abilities as in question 1(a). In other words, find P(S), P(C | S), and P(C | -S) so that P(C, S), P(C,-S), P(C, S), and P(-C,-S) are the same as in question 1 (a), (15%) (c) Which Bayesian network makes more sense given the events C, and S, the one in 1(a) or 1(b)? Why? (10%)Step by Step Solution
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