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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Bibliografiske detaljer

Principais autores:	Nana Zhang, Qi An, Shuai Zhang, Huanhuan Ma
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2024-12-01
Serier:	Mathematics
Fag:	boosting ensemble learning algorithm light gradient boosting machine fresh agricultural products price predictions
Online adgang:	https://www.mdpi.com/2227-7390/13/1/71
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