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Probabilistic estimation of node values

机译:节点值的概率估计

摘要

A method including receiving designation of an input node for which a node value is generated from collected data, an option node to which a node value is arbitrarily provided, and an estimation target node to be a target of a node value estimation, in a graph including nodes and directional edges; and identifying a directional edge for which a conditional probability is to be acquired to measure the node value of the estimation target node, from among the directional edges, by traversing a directional edge that can propagate an effect to a node value from the estimation target node. The identifying includes, for the option node, traversing both a directional edge that can propagate an effect if a node value is provided to the option node and a directional edge that can propagate an effect if a node value is not provided to the option node.
机译:包括从收集的数据中获取节点值的输入节点的接收指定的方法,是任意提供节点值的选项节点,并且估计目标节点是图形中的节点值估计的目标 包括节点和方向边缘; 并识别要在方向边缘中获取要获取条件概率的方向边缘,通过遍历可以从估计目标节点传播到节点值的方向边缘来测量估计目标节点的节点值。 。 对于选项节点,识别包括遍历可以传播效果的方向边缘,如果节点值被提供给选项节点和可以传播效果的方向边缘,则如果未提供给选项节点,则可以传播效果。

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