Extreme Gradient Boosting (XGBoost) Regressor and Shapley Additive Explanation for Crop Yield Prediction in Agriculture

Author:

Mariadass Dennis A-L1,Moung Ervin Gubin1,Sufian Maisarah Mohd1,Farzamnia Ali2

Affiliation:

1. Universiti Malaysia Sabah,Faculty of Computing and Informatics,Kota Kinabalu,Malaysia

2. Universiti Malaysia Sabah,Faculty of Engineering,Kota Kinabalu,Malaysia

Funder

Universiti Malaysia Sabah

Publisher

IEEE

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5. Applying data mining techniques to predict annual yield of major crops and recommend planting different crops in different districts in Bangladesh;ahamed;2015 IEEE/ACIS 16th Int Conf Softw Eng Artif Intell Netw Parallel/Distributed Comput SNPD 2015 - Proc,2015

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