Predictive analysis of Somalia’s economic indicators using advanced machine learning models

Accurate Gross Domestic Product (GDP) prediction is essential for economic planning and policy formulation. This paper evaluates the performance of three machine learning models—Random Forest Regression (RFR), XGBoost, and Prophet—in predicting Somalia's GDP. Historical economic data, including...

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Bibliographic Details
Main Authors: Bashir Mohamed Osman, Abdillahi Mohamoud Sheikh Muse
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Cogent Economics & Finance
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/23322039.2024.2426535
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