关于决策树中的杂质函数

IF 0.6 4区数学 Q4 STATISTICS & PROBABILITY

Communications in Statistics - Theory and Methods Pub Date : 2024-03-04 DOI:10.1080/03610926.2024.2317359

Guoping Zeng

引用次数: 0

摘要

杂质函数在决策树中至关重要。这些函数有助于确定决策树中节点的不纯度级别，从而指导分割标准。然而，有两个主要的模糊点...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

On impurity functions in decision trees

Impurity functions are crucial in decision trees. These functions help determine the impurity level of a node in a decision tree, guiding the splitting criteria. However, two primary ambiguities ha...

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Communications in Statistics - Theory and Methods 数学-统计学与概率论

CiteScore

2.00

自引率

12.50%

发文量

320

审稿时长

7.5 months

期刊介绍： The Theory and Methods series intends to publish papers that make theoretical and methodological advances in Probability and Statistics. New applications of statistical and probabilistic methods will also be considered for publication. In addition, special issues dedicated to a specific topic of current interest will also be published in this series periodically, providing an exhaustive and up-to-date review of that topic to the readership.