Supply chain finance credit risk assessment using support vector machine–based ensemble improved with noise elimination

Recently, support vector machines, a supervised learning algorithm, have been widely used in the scope of credit risk management. However, noise may increase the complexity of the algorithm building and destroy the performance of classifier. In our work, we propose an ensemble support vector machine...

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Bibliographic Details
Main Authors: Ying Liu, Lihua Huang
Format: Article
Language:English
Published: SAGE Publishing 2020-01-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1177/1550147720903631