Application of Decision Tree Classification in Classification of Credit Card Customers

被引：0

作者：

Zhang Peiqiang ^{[1
]}

机构：

[1] Shanxi Univ Finance & Econ, Dept Appl Math, Taiyuan 030006, Peoples R China

来源：

ADVANCES IN MANAGEMENT OF TECHNOLOGY, PT 1 | 2009年

关键词：

data mining; classification; decision tree; the ID3 algorithm; credit;

D O I：

暂无

中图分类号：

C93 [管理学];

学科分类号：

12 ; 1201 ; 1202 ; 120202 ;

摘要：

With the development of society, data of all trades and professions is increasing rapidly. Technology of data mining can help people to find useful information from a great deal of data. The paper applies decision tree classification into the data mining of the personal credit database information of commercial banks. On the basis of original data preprocessing, the paper adopts the ID3 algorithm to calculate training samples and focus on all kinds of attributes to set up a decision tree of reliability assessment. As a result, classification of credit card customers is better completed.

引用

页码：531 / 533

页数：3

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