Rough set-based decision tree construction algorithm

被引：0

作者：

Han, Sang-Wook ^{[1
]}

Kim, Jae-Yearn ^{[1
]}

机构：

[1] Hanyang Univ, Dept Ind Engn, Seoul 133791, South Korea

来源：

COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2007, PT 1, PROCEEDINGS | 2007年 / 4705卷

关键词：

rough set; decision tee; core;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We apply rough set theory to obtain knowledge from the construction of a decision tree. Decision trees are widely used in machine learning. A variety of methods for making decision trees have been developed. Our algorithm, which compares the core attributes of objects and builds decision trees based on those attributes, represents a new type of tree construction. Experiments show that the new algorithm can help to extract more meaningful and accurate rules than other algorithms.

引用

页码：710 / +

页数：3

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