Machine learning-based models for advanced fibrosis in non-alcoholic steatohepatitis patients: A cohort study

Figure 7 The Shapley Additive Explanations value in four indicators. When albumin is below 35 g/L, international normalized ratio is in the 1.75-2.00 range, high-density lipoprotein is in the 1.5-2.0 mmol/L range, and triglycerides is above 5.0 mmol/L, the Shapley Additive Explanations values tend to be higher. SHAP: Shapley Additive Explanations; ALB: Albumin; TG: Triglycerides; INR: International normalized ratio; HDL: High-density lipoprotein.