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单词 Variation of Information
释义

Variation of Information

英语百科

Variation of information

Venn diagram illustrating the relation between information entropies, mutual information and variation of information.

In probability theory and information theory, the variation of information or shared information distance is a measure of the distance between two clusterings (partitions of elements). It is closely related to mutual information; indeed, it is a simple linear expression involving the mutual information. Unlike the mutual information, however, the variation of information is a true metric, in that it obeys the triangle inequality.

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