Feature Selection Method Based on Artificial Bee Colony Algorithm and Support Vector Machines for Medical Datasets Classification

Table 2

Range values and attribute names for hepatitis dataset [35].

The number of attribute	The name of attribute	Interval of attribute
1	Age	7–78
2	Sex	Male, Female
3	Steroid	No, Yes
4	Antivirals	No, Yes
5	Fatigue	No, Yes
6	Malaise	No, Yes
7	Anorexia	No, Yes
8	Liver big	No, Yes
9	Liver firm	No, Yes
10	Spleen palpable	No, Yes
11	Spiders	No, Yes
12	Ascites	No, Yes
13	Varices	No, Yes
14	Bilirubin	0.3–8
15	Alk phosphate	26–295
16	SGOT	14–648
17	Albumin	2.1–6.4
18	Protime	0–100
19	Histology	No, Yes