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From Black Box to Insights: XGBoost and SHAP for Interpretable Tourism Forecasting in Albania Cover

From Black Box to Insights: XGBoost and SHAP for Interpretable Tourism Forecasting in Albania

Academic Journal of Business, Administration, Law and Social Sciences
Volume 11 (2025): Issue 2 (July 2025)
By: Morena Breshanaj  
Open Access
|Jul 2025

Authors

Morena Breshanaj

University“Ismail Qemali”, Vlore, Albania
DOI: https://doi.org/10.2478/ajbals-2025-0016 | Journal eISSN: 2410-8693 | Journal ISSN: 2410-3918
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Language: English
Page range: 44 - 56
Published on: Jul 17, 2025
Published by: International Institute for Private, Commercial and Competition Law
In partnership with: Paradigm Publishing Services
Publication frequency: 3 issues per year
Keywords:
tourism demand forecasting,
XGBoost,
SHAP,
Interpretable machine learning,
Time series,
Albania
Related subjects:
Business and economics,
Business management,
Business management, other,
Law,
Law, other,
Social sciences,
Political science,
Political science, other,
Education,
Education, other

© 2025 Morena Breshanaj, published by International Institute for Private, Commercial and Competition Law
This work is licensed under the Creative Commons Attribution-NonCommercial 4.0 License.

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