National Bank of Ukraine Econometric Model for the Assessment of Banks’ Credit Risk and Support Vector Machine Alternative

Econometric models of credit scoring started with the introduction of Altman’s simple z-model in 1968, but since then these models have become more and more sophisticated, some even use Artificial Neural Networks (ANN) and Support Vector Machine (SVM) techniques. This paper focuses on the use of SVM...

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Bibliographic Details
Main Author: Dmytro Pokidin
Format: Article
Language:English
Published: National Bank of Ukraine 2015-12-01
Series:Visnyk of the National Bank of Ukraine
Subjects:
Online Access:https://journal.bank.gov.ua/en/article/2015/234/03