分区广义熵的公理化

D. Simovici, S. Jaroszewicz
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引用次数: 3

摘要

本文的目的是给出香农熵的一个概括的公理化。新提出的公理化产生作为特殊情况的Havrada-Charvat熵,因此,为香农熵、基尼指数和用于分类和数据挖掘的其他类型的熵提供公理化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An axiomatization of generalized entropy of partitions
The aim of this paper is to present an axiomatization of a generalization of Shannon's entropy. The newly proposed axiomatization yields as special cases the Havrada-Charvat entropy, and thus, provides axiomatizations for the Shannon entropy, the Gini index, and for other types of entropy used in classification and data mining.
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