A METHOD ON DEFINING TARGET VARIABLES AND ITS APPLICATION

摘要：

This paper focuses on a method of denning target variables, which is not defined accurately in data mining and its application.In the area of Data Mining, there is a class of target variables that cant be denned accurately, such as the definitions of high-end customers and degree of customer loyalty in the customer relationship.However, defining target variables is pre-requisite to construct a model of supervised learning.This paper introduces a method -Thermometer-Onion for defining the target variables and presents an example to illustrate its application.

关键词： Definition of target variables Support vector machine (SYM) Data mining

作者: GANG WANG SHAO-HUA ZENG

作者单位: Sichuan Agricultural University, Dujiangyuan, Sichuan 611830, China Chongqing Normal University, Chongqing, China

会议类型: 国际会议

会议名称: 2007 International Conference on Machine Learning and Cybernetics(IEEE第六届机器学习与控制论国际会议)

会议地点: 香港

会议语种:英文

页码: 2357-2361

在线出版日期: 2007-08-19（万方平台首次上网日期，不代表论文的发表时间）