A multi-layer perceptron model of credit scoring.

In this study, a Multi-Layer Perceptron (MLP), one of several neural network architectures, is used to construct a credit-scoring model for the prediction of credit card applicants' credit-worthiness. There are three types of applicant characteristics that affect credit-worthiness. They are c...

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Bibliographic Details
Main Authors: Lee, Choon Hong., Lian, Eric Voon Fui., Low, Chee Seng.
Other Authors: Nanyang Business School
Format: Theses and Dissertations
Language:English
Published: 2011
Subjects:
Online Access:http://hdl.handle.net/10356/42786
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Institution: Nanyang Technological University
Language: English