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How to understand high global food price? Using SHAP to interpret machine learning algorithm

The global food prices have surged to historical highs, and there is no consensus on the reasons behind this round of price increases in academia. Based on theoretical analysis, this study uses monthly data from January 2000 to May 2022 and machine learning models to examine the root causes of that...

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Detalles Bibliográficos
Autores principales: Han, Xiao, Yuan, Tong, Wang, Donghui, Zhao, Zheng, Gong, Bing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10431629/
https://www.ncbi.nlm.nih.gov/pubmed/37585429
http://dx.doi.org/10.1371/journal.pone.0290120