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An interpretable approach combining Shapley additive explanations and LightGBM based on data augmentation for improving wheat yield estimates

Ying Wang, Pengxin Wang, Kevin Tansey, Junming Liu, Junming Liu, Wenting Quan, Wenting Quan

2024Computers and Electronics in Agriculture47 citationsDOI

Topics & Concepts

Yield (engineering)MathematicsStatisticsData miningComputer scienceAgricultural engineeringEconometricsEngineeringMetallurgyMaterials scienceEvolutionary Algorithms and ApplicationsSmart Agriculture and AIGrey System Theory Applications
An interpretable approach combining Shapley additive explanations and LightGBM based on data augmentation for improving wheat yield estimates | Litcius