Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/40613
Title: A look back at the PAKDD Data Mining Competition 2006
Authors: Noriel, N.B.
Tan, C.L. 
Keywords: Balanced accuracy rate
Data mining competition
Qualitative assessment
Telco business problem
Issue Date: 2007
Source: Noriel, N.B.,Tan, C.L. (2007). A look back at the PAKDD Data Mining Competition 2006. International Journal of Data Warehousing and Mining 3 (2) : 1-11. ScholarBank@NUS Repository.
Abstract: The 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2006 Data Mining Competition involved the problem of classifying mobile telecom network customers into second generation (2G) and third generation (3G) services, with the ultimate aim of identifying existing 2G network customers who had a high potential of switching to using the mobile operator's new 3G mobile network and services. This paper discusses the background behind the preparation of the dataset, the choice of judging criteria incorporating both a quantitative measure of accuracy and a set of subjective qualitative assessments, and finally a summary of the participation and results. We also highlight, in the report, interesting observations and findings from some of the participating teams. Copyright © 2007, Idea Group Inc.
Source Title: International Journal of Data Warehousing and Mining
URI: http://scholarbank.nus.edu.sg/handle/10635/40613
ISSN: 15483924
Appears in Collections:Staff Publications

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