Price Prediction for Fresh Agricultural Products Based on a Boosting Ensemble Algorithm

The time series of agricultural prices exhibit brevity and considerable volatility. Considering that traditional time series models and machine learning models are facing challenges in making predictions with high accuracy and robustness, this paper proposes a Light gradient boosting machine model b...

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Bibliographic Details
Main Authors: Nana Zhang, Qi An, Shuai Zhang, Huanhuan Ma
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Mathematics
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Online Access:https://www.mdpi.com/2227-7390/13/1/71
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