An introduction to decision tree modeling

被引：913
作者：
Myles, AJ [1 ]
Feudale, RN [1 ]
Liu, Y [1 ]
Woody, NA [1 ]
Brown, SD [1 ]
机构：
[1] Univ Delaware, Newark, DE 19716 USA
来源：
JOURNAL OF CHEMOMETRICS | 2004年 / 18卷 / 06期
关键词：
decision tree modeling; pattern recognition; classification; ensemble modeling;
D O I：
10.1002/cem.873
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this tutorial, traditional decision tree construction and the current state of decision tree modeling are reviewed. Emphasis is placed on techniques that make decision trees well suited to handle the complexities of chemical and biochemical applications. Copyright (C) 2004 John Wiley Sons, Ltd.
引用
收藏
页码：275 / 285
页数：11
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