Research Article

An MLP Classifier for Prediction of HBV-Induced Liver Cirrhosis Using Routinely Available Clinical Parameters

Table 2

Training set and test set.

Training setTest set value

Number of patients120119
Gender (male : female)72 : 4875 : 44
Age (yrs)43 ± 1245 ± 130.254
ALT (U/L)111.5 ± 181.4102.9 ± 152.30.689
AST (U/L)119.2 ± 182.8113.4 ± 160.40.795
ALP (U/L)116.3 ± 63.4124.2 ± 85.40.422
Albumin (g/L)35.5 ± 6.235.9 ± 5.90.578
TBIL ( mol/L)26.5 ± 33.325.5 ± 30.10.796
PT (s)15.4 ± 5.515.2 ± 5.30.763
Hb (g/L)123.9 ± 23.5123.5 ± 22.40.899
MCV (fl)92.1 ± 8.391.0 ± 8.00.328
RDW (%)14.6 ± 3.115.1 ± 3.10.228
PLT (10 9/L)150.6 ± 69.0151.1 ± 65.00.955
CRE ( mol/L)80.4 ± 19.785.9 ± 35.20.141