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2 - Probabilistic Models - Coggle Diagram
2 - Probabilistic Models
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Bayesian Network
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Markov Blanket: parent, children and parent of the children
specify clear semantic relationships between the nodes, is better to build models using expert knowledge
Markov Network
Edges represent affinity relations, each edge has a factor indicates the correlation strength
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can encode "affinity" between variables even without specifying a proper probability distribution for each variable
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