Machine Learning for Predicting Bank Stability: The Role of Income Diversification in European Banking

Machine Learning for Predicting Bank Stability: The Role of Income Diversification in European Banking

There is an ongoing debate about the role of income diversification in enhancing bank stability within the financial services industry in Europe. Some advocate for diversification, while others argue that its importance should not be overstated. Some financial institutions are encouraged to focus on...

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Bibliographic Details
Main Authors: Karim Farag, Loubna Ali, Noah Cheruiyot Mutai, Rabia Luqman, Ahmed Mahmoud, Nol Krasniqi
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:FinTech
Subjects:
income diversification
bank stability
support vector machines
random forest
financial supervision
Online Access:https://www.mdpi.com/2674-1032/4/2/21
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