ResearchBenchmarksNAFLD risk prediction on Cohort (external val)NAFLD risk prediction on Cohort (external val)Follow89.1AUROCLIVERRISK75.89279.32182.7586.179May 31, 2026Evaluation resultsMethodMethodLinksAUROCAUPRCSensitivitySpecificityLIVERRISKlearning rate (η)=0.03...learning rate (η)=0.03, maximum tree depth (dmax)=72026.0589.185.981.287.3FLI2026.0582.377.675.680.4HSI2026.0581.175.873.879.1NFS2026.0576.471.169.474.8