Questions
42172 Introduction to Artificial Intelligence - Spring 2025 Lec11 class quiz
Matching
For a Bayesian network, match the components on the left-hand-side to the explanations on the right-hand-side. 1: child node 2: an edge 3: arrow of an edge
Options
A.association between two nodes
B.indicates the link from a parent node to a child nodea child's node
C.a node that has a conditional probability distribution
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Step-by-Step Analysis
Let's break down the matching task by first identifying what each left-hand-side item represents in a Bayesian network, then see which right-hand-side explanation best fits.
For 1: the 'child node' in a Bayesian network is a node that has a conditional probability distribution (CPD) that defines its probability given its parents. This makes sense because every node in such a network has a CPD, and the CPD is essential for specifying ho......Login to view full explanationLog in for full answers
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