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A new credit scoring method based on improved fuzzy support vector machine.

Authors :
Tang, Bo
Qiu, Saibing
Source :
2012 IEEE International Conference on Computer Science & Automation Engineering (CSAE); 1/ 1/2012, p73-75, 3p
Publication Year :
2012

Abstract

The techniques of credit scoring are the effective measure for credit risk management, and research on credit scoring in China is meaningful. This paper has put forward the new thinking of the model of setting up the risk and scoring with the fuzzy support vector machine algorithm. The empirical results show that the algorithm is very practical, and it has good prediction accuracy and anti-noise ability. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISBNs :
9781467300889
Database :
Complementary Index
Journal :
2012 IEEE International Conference on Computer Science & Automation Engineering (CSAE)
Publication Type :
Conference
Accession number :
86828708
Full Text :
https://doi.org/10.1109/CSAE.2012.6272911