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Answers for “如果父节点状态未知,信息增益会如何变化?”

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No. Under conditional independence, once the parent's status is known, learning the state of one child node (e.g., probe catching) adds no information about the state of the other child node (e.g., pain).

Conditions: The model exhibits conditional independence given the parent.; The parent node's status is known/fixed.