Table 3.

Description of dataset features.

S.No	Feature name	Data type	Details	Feature range
1	ID type	Numeric	Patient ID	0 patient ID
2	Age	Numeric	Patient age	[20 to 65]
3	Sex	Binary	Patient sex	0 female and 1 male
4	ALB	Numeric	Albumin quantity in the blood	[14.91 to82.2]
5	ALP	Numeric	Alkaline phosphatase in the blood	[11.31 to 416.6]
6	ALT	Numeric	Aanine aminotransferase (liver damage status)	[0.99 to 325.31]
7	AST	Numeric	Aspartate aminotransferase in liver	[10.61 to 324]
8	BIL	Numeric	bilirubin test value in the blood	[0.81 to 254]
9	CHE	Numeric	Serum cholinesteras (liver function)	[1.421 to 16.41]
10	CHOL	Numeric	cholesterol in blood	[1.431 to 9.671]
11	CREA	Numeric	Creatinine in blood	[8.1 to107.9]
12	GGT	Numeric	Gamma-glutamy transferase (liver disease)	[4.51 to 650]
13	PROT	Numeric	Protein test	[44.81 to 90]