Development of Hepatitis Disease Detection System by Exploiting Sparsity in Linear Support Vector Machine to Improve Strength of AdaBoost Ensemble Model

Table 1

Details of the 19 hepatitis features.

Feature no	Feature code	Feature description	Values
1		Age	10, 20, 30, … , 70, 80
2		Sex	Male, female
3		Steroid	1, 2
4		Antivirals	1, 2
5		Fatigue	1, 2
6		Malaise	1, 2
7		Anorexia	1, 2
8		Liver big	1, 2
9		Liver firm	1, 2
10		Spleen palpable	1, 2
11		Spiders	1, 2
12		Ascites	1, 2
13		Varices	1, 2
14		Bilirubin	0.39, 0.8, 1.2, 2.0, 3.0, 4.0
15		Alkaline phosphatase	33, 80, 120, 160, 200, 250
16		SGOT	100, 200, 300, 400, 500
17		Albumin	2.1, 3.0, 3.8, 4.5, 5.0, 6.0
18		Protime	10, 20, 30, 40, … , 80, 90
19		Histology	1, 2