|
IGI Global
Main Office
701 E. Chocolate Avenue
Hershey, PA 17033, USA
Tel: 717-533-8845 x100
Toll Free: 1-866-342-6657
Fax: 717-533-8661
or 717-533-7115
|
|
|
A Solution to the Cross-Selling Problem of PAKDD-2007: Ensemble Model of TreeNet and Logistic Regression:
| Our Price: |
$30.00 US |
| Article #: |
ITJ4198 |
| Number of pages: |
9-14 pages |
| Source: |
International Journal of Data Warehousing and Mining, Vol. 4, Issue 2 |
| Author(s): |
Wei, Mingjun; Chai, Lei; Wei, Renying; Huo, Wang |
| Affiliation(s): |
Zhejiang University and Sherpa Consulting, China; Sherpa Consulting, China; China Mobile Group Zhejiang Co., China; China Mobile Group Zhejiang Co., China |
Order Now!
This document will be delivered electronically. Terms of Delivery |
|
Description
Our team has won the Grand Champion (Tie) of PAKDD-2007 data mining competition. The data mining task is to score credit card customers of a consumer finance company according to the likelihood that customers take up the home loans offered by the company. This report presents our solution for this business problem. TreeNet and logistic regression are the data mining algorithms used in this project. The final score is based on the cross-algorithm ensemble of two within-algorithm ensembles of TreeNet and logistic regression. Finally, some discussions from our solution are presented. |
