Uncertainty in Decision Tree Classifiers

被引：0
|
作者：
Magnani, Matteo [1 ]
Montesi, Danilo [1 ]
机构：
[1] Univ Bologna, Dept Comp Sci, I-40100 Bologna, Italy
来源：
SCALABLE UNCERTAINTY MANAGEMENT, SUM 2010 | 2010年 / 6379卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
One of the current challenges in the field of data mining is to develop techniques to analyze uncertain data. Among these techniques, in this paper we focus on decision tree classifiers. In particular, we introduce a new data structure that can be used to represent multiple decision trees generated from uncertain datasets.
引用
收藏
页码：250 / 263
页数：14
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