Question: ( b ) [ 5 points ] Draw a belief network that is consistent with a joint distribution that factors as P ( A ,

(b)[5 points] Draw a belief network that is consistent with a joint distribution that factors
as P(A, B, C, D, E)= P(A)P(B|A)P(C)P(D|A, C)P(E|B, C, D).
(c)[5 points] Draw another belief network that is different from the network of question (2b)
but also consistent with the factoring P(A, B, C, D, E)= P(A)P(B|A)P(C)P(D|A, C)P(E|B, C, D).
(i.e., a different belief network that is guaranteed to be correct for any joint distribution
that can be correctly represented by this factoring).
(d)[3 points] Suppose that every random variable in the joint distribution of question (2b)
has a domain containing 8 elements. How many rows are needed to list the full joint
distribution in an explicit table?
(e)[7 points] Suppose that every random variable in the joint distribution of question (2b)
has a domain containing 8 elements. How many rows in total are needed to list the
conditional probability tables for your belief network representation? Only Answer D and E please

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!