Extreme gradient boosting (XGBoost) regressor and shapley additive explanation for crop yield prediction in agriculture

The primary purpose of precision agriculture is to maximize crop yields while utilizing a limited amount of land resources. Apart from industrialization, which fuelled Malaysia's significant economy and development, the country's agriculture industry performs a major role in guaranteeing f...

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Bibliographic Details
Main Authors: Dennis A/L Mariadass, Ervin Gubin Moung, Maisarah Mohd Sufian, Ali Farzamnia
Format: Proceedings
Language:English
English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:
Online Access:https://eprints.ums.edu.my/id/eprint/37720/1/ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/37720/2/FULLTEXT.pdf
https://eprints.ums.edu.my/id/eprint/37720/
https://ieeexplore.ieee.org/document/9960069
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