Discussion
What is a conditional probability table?
Answer: D
Each node carries a distribution over its own values for every combination of parent values, and those tables together with the structure determine the full joint. The table is local: it never mentions non-parents. A joint listing, an independence catalogue and raw frequency counts are all different objects. Seeing that the network is nothing but structure plus these local tables is what makes its storage saving concrete rather than a slogan.
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