Title :
Application of Decision Tree Induction Technology in Insurance Data Pretreatment
Author :
Wei, Shu ; Gao, Daipeng ; Luo, Siwen
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;
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
DOI :
10.1109/ICMECG.2008.34