A multi-layer perceptron model of credit scoring.

• 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: DRNTU::Business::Finance
• Online Access: http://hdl.handle.net/10356/42786
• Institution: Nanyang Technological University

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...