Specifics of predicting the profitability of individual bank products based on machine learning

Specifics of predicting the profitability of individual bank products based on machine learning

The article examines the application of machine learning methods for forecasting the profitability of certain banking products. The importance of introducing intelligent algorithms in the banking sector is emphasized, which is due to the need to improve the accuracy of financial forecasts, minimize...

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Bibliographic Details
Main Authors: Inna Strelchenko, Dmytro Stognii, Anatolii Strelchenko
Format: Article
Language:English
Published: Ukrainian State University of Science and Technologies 2025-06-01
Series:Економічний вісник Державного вищого навчального закладу Український державний хіміко-технологічний університет
Subjects:
profitability forecasting
banking products
machine learning
artificial intelligence
neural networks
gradient boosting
financial risks
adaptive models
Online Access:http://ek-visnik.dp.ua/wp-content/uploads/pdf/2025-1/Strelchenko.pdf
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