Bayesian model averaging to improve the yield prediction in wheat breeding trials

Shuaipeng Fei,Zhen Chen,Lei Li,Yuntao Ma,Yonggui Xiao

Agricultural and Forest Meteorology（2023）

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摘要

•Boruta algorithm reduced the dimensionality of hyperspectral data.•Bayesian model averaging outperformed individual machine learning models.•The diversity of ensemble members helps improve the accuracy of ensemble model.

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关键词

Wheat yield,Remote sensing,Hyperspectral reflectance,Bayesian model averaging,Machine learning

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