文献类型：期刊文献

中文题名：应用决策树方法构建评价指标体系

英文题名：Constructing evaluating indexes system with decision tree method

作者：陈翔[1];刘军丽[2]

机构：[1]北京理工大学管理与经济学院;[2]中国劳动关系学院经济管理系

年份：2006

卷号：26

期号：2

起止页码：368

中文期刊名：计算机应用

外文期刊名：Journal of Computer Applications

收录：CSTPCD、、BDHX2004、CSCD2011_2012、BDHX、CSCD

基金：国家自然科学基金资助项目(70502021)

语种：中文

中文关键词：信息熵;信息增益;决策树;评价指标体系

外文关键词：information entropy; information gain; decision tree; evaluating indexes system

中文摘要：在根据不同应用改进信息熵计算方法的基础上,提出了利用信息增益选择属性作为评价指标并得到其权重的方法。使用信息增益生成决策树,给出利用决策树计算指标评分细则的方法。最后,通过个人住房贷款信用风险评估体系的建立验证了这些方法的实用性。

外文摘要：According to different application, the computation formulas of information entropy were improved. These formulas to choose evaluating indexes and acquire their evaluation weight were applied. Based on decision tree that created by utilizing information gain, the detail rules of indexes rating were given. Finally, through constructing credit risk evaluating system of individual housing loan, the practicality of these methods was proved.