The features that were retained included age, AFP, HVB, liver failure type, cirrhosis, DBIL, TBIL, CRP, retinol, pre-albumin, platelets, PT, cholinesterase, TT, and monocytes (Figure 3). Here, AFP is linked to liver failure.