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What drives the profitability of banking sectors in the European Union? The machine learning approach Cover

What drives the profitability of banking sectors in the European Union? The machine learning approach

International Journal of Management and Economics
Volume 60 (2024): Issue 4 (December 2024)
By: Michał Bernardelli,  Zbigniew Korzeb and  Paweł Niedziółka  
Open Access
|Sep 2024

Authors

Michał Bernardelli

Department of Management, Economy and Finance, Bialystok University of Technology, Kleosin, Poland

Zbigniew Korzeb

z.korzeb@pb.edu.pl

Collegium of Economic Analysis, SGH Warsaw School of Economics, Warsaw, Poland

Paweł Niedziółka

Collegium of Socio-Economics, SGH Warsaw School of Economics, Warsaw, Poland
DOI: https://doi.org/10.2478/ijme-2024-0022 | Journal eISSN: 2543-5361 | Journal ISSN: 2299-9701
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Language: English
Page range: 272 - 284
Submitted on: Mar 17, 2024
|
Accepted on: Jun 28, 2024
|
Published on: Sep 20, 2024
Published by: Warsaw School of Economics
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
banking sector,
machine learning,
profitability,
random forest,
SHAP
Related subjects:
Business and economics,
Political economics,
Economic theory, systems and structures,
Business management,
Management accounting, financial controlling, cost calculation, investment

© 2024 Michał Bernardelli, Zbigniew Korzeb, Paweł Niedziółka, published by Warsaw School of Economics
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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