Performance Assessment of Classification Algorithms on Early Detection of Liver Syndrome

Table 2

List of dataset attributes and descriptions taken from the GitHub repository.

S. no.	Attribute	Value type	Normal value range	Description
1	Age	Integer	4–90 years	Age of the patient
2	Gander	Text	Male/female	Gander of the patient
3	TB	Integer	0.4–75	Total bilirubin
4	DB	Integer	0.1–19.7	Direct bilirubin
5	Alkphos	Integer	63–2110	Alkaline phosphatase
6	SGPT	Integer	10–2000	Alanine aminotransferase
7	SGOT	Integer	10–4929	Aspartate aminotransferase
8	TP	Integer	2.7–9.6	Total proteins
9	ALB	Integer	0.9–5.5	Albumin
10	A/G ratio	Integer	0.3–2.8	Albumin and globulin ratio
11	Selector {1, 2}	Integer	1–2	Field used to split data into two sets