Developments in Accurate Consumer Risk Assessment Technology

Mark Somers and Greg Piper
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Mark Somers: Equifax, Decision Solutions, 25 Chapel St., London NW1 5DS, UK
Greg Piper: Equifax, Decision Solutions, 25 Chapel St., London NW1 5DS, UK

Chapter 6 in Business Applications of Neural Networks:The State-of-the-Art of Real-World Applications, 2000, pp 85-98 from World Scientific Publishing Co. Pte. Ltd.

Abstract: AbstractThe following sections are included:IntroductionOptimising scorecard technologyTesting for non-linearityVariable selectionBreakdown of the problemTraditional selection methodsGenetic Algorithms & PBILThe fitness functionUsing variable selection in practiceIdentifying interaction variablesSummaryAcknowledgementsReferences

Keywords: Artificial Neural Networks; Rule Extraction; Segmentation; Credit Card Fraud; Customer Profiling; Bankruptcy Prediction; Risk Assessment; Money Laundering (search for similar items in EconPapers)
Date: 2000
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