DocumentCode
3172902
Title
Application of Decision Tree Induction Technology in Insurance Data Pretreatment
Author
Wei, Shu ; Gao, Daipeng ; Luo, Siwen
fYear
2008
fDate
17-19 Oct. 2008
Firstpage
261
Lastpage
264
Abstract
This paper uses the determination tree induction technology to delete the irrelevant attributes (or dimensions) and reduce the data quantity; The decision tree algorithm which at first is used in classification is used to dimensionality reduction, might achieve a higher accuracy, because it optimizes the algorithm measure computation in deletion attribute time. Finally uses the insurance example to explain the application of this method.
Keywords
decision trees; pattern classification; tree data structures; classification; data quantity; decision tree induction technology; insurance data pretreatment; Cleaning; Conference management; Data mining; Decision trees; Electronic government; Finance; Financial management; Insurance; Technology management; Testing; data pretreatment; decision tree induction; insurance;
fLanguage
English
Publisher
ieee
Conference_Titel
Management of e-Commerce and e-Government, 2008. ICMECG '08. International Conference on
Conference_Location
Jiangxi
Print_ISBN
978-0-7695-3366-7
Type
conf
DOI
10.1109/ICMECG.2008.34
Filename
4656637
Link To Document