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A Supervised Machine Learning in Financial Forecasting: Identifying Effective Models for the BIST100 Index Cover

A Supervised Machine Learning in Financial Forecasting: Identifying Effective Models for the BIST100 Index

Review of Economic Perspectives
Volume 25 (2025): Issue 1 (March 2025)
By: Cansu Ergenç and  Rafet Aktaş  
Open Access
|Sep 2025

Authors

Cansu Ergenç

cansuergenc@aybu.edu.tr

Ankara Yıldırım Beyazıt University, Business School, Ankara, Türkiye

Rafet Aktaş

Ankara Yıldırım Beyazıt University, Business School, Ankara, Türkiye
DOI: https://doi.org/10.2478/revecp-2025-0005 | Journal eISSN: 1804-1663 | Journal ISSN: 1213-2446
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Language: English
Page range: 66 - 90
Published on: Sep 8, 2025
Published by: Mendel University in Brno
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year
Keywords:
tree-based models,
neural network-based models,
instance-based learning models
Related subjects:
Business and economics,
Political economics,
Economic theory, systems and structures

© 2025 Cansu Ergenç, Rafet Aktaş, published by Mendel University in Brno
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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