Computing the posterior for i given the rest

• We need to compute the difference between the  energy of the whole network when i is on and the energy when i is off. – Then   the posterior probability for i is: • Changing the state of i changes two kinds of energy term: – how well the parents of i predict the state of i – How well i and its spouses predict the state of each descendant of i.

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