Animals : an open access journal from MDPI
Machine Learning and SHapley Additive exPlanation-Based Interpretation for Predicting Mastitis in Dairy Cows.
Xiaojing Zhou, Yongli Qu, Chuang Xu, Hao Wang, Di Lang, Bin Jia, Nan Jiang
Published: 202610.3390/ani16020204
Abstract
SHapley Additive exPlanations (SHAP) analysis has been applied in disease diagnosis and treatment effect evaluation. However, its application in the prediction and diagnosis of dairy cow diseases remains limited. We investigated whether the variance…
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