Question: Bayesian Network Question Assume that you have file A which consists of seven topics (X1,...,X7). (10 Marks) A. Draw a Bayesian Network Direct Acyclic Graph

Bayesian Network Question

Bayesian Network Question Assume that you have file A which consists of

Assume that you have file A which consists of seven topics (X1,...,X7). (10 Marks) A. Draw a Bayesian Network Direct Acyclic Graph (DAG) for the given joint probability distribution of P(X1...7) = P(X7| X5) P(Xo| X5, X4) P(X5| X3) P(X4] X1, X2)P(X3) P(X2)P (X1) and mark both Xo and Xy as an observed nodes. ( 5 Marks) B. Draw a Bayesian Network big graphs to describe how you would count topics in file A and use a graph plate to observe a belief of frequencies to observe counted topics in file A for P(X1....X7, A). (5 Marks) Assume that you have file A which consists of seven topics (X1,...,X7). (10 Marks) A. Draw a Bayesian Network Direct Acyclic Graph (DAG) for the given joint probability distribution of P(X1...7) = P(X7| X5) P(Xo| X5, X4) P(X5| X3) P(X4] X1, X2)P(X3) P(X2)P (X1) and mark both Xo and Xy as an observed nodes. ( 5 Marks) B. Draw a Bayesian Network big graphs to describe how you would count topics in file A and use a graph plate to observe a belief of frequencies to observe counted topics in file A for P(X1....X7, A)

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