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, Bethany Delaney, Wenting Quan. An interpretable approach combining Shapley additive explanations and LightGBM based on data augmentation for improving wheat yield estimates. Computers and Electronics in Agriculture, 229:109758, 2025. [doi]

@article{WangWTLDQ25,
  title = {An interpretable approach combining Shapley additive explanations and LightGBM based on data augmentation for improving wheat yield estimates},
  author = {Ying Wang and Pengxin Wang and Kevin Tansey and Junming Liu and Bethany Delaney and Wenting Quan},
  year = {2025},
  doi = {10.1016/j.compag.2024.109758},
  url = {https://doi.org/10.1016/j.compag.2024.109758},
  researchr = {https://researchr.org/publication/WangWTLDQ25},
  cites = {0},
  citedby = {0},
  journal = {Computers and Electronics in Agriculture},
  volume = {229},
  pages = {109758},
}