Figure 2
The feature importance bar plot and the SHAP summary plot. The left bar plot represents the importance of the variables with their overall contribution to the model prediction. The right dot plot represents the directionality with the contribution of the individual values for each variable. The red color indicates larger values, while the blue color indicates lower values for each variable. SHAP SHapley Additive exPlanation, AE affected ear, BUN blood urea nitrogen, UAE unaffected ear, Tg triglyceride, BMI body mass index, NLR neutrophil–lymphocyte ratio, WBC white blood cell, Hb hemoglobin, LDL low-density lipoprotein, PT prothrombin time, INR international normalized ratio.
