Correlation-Based Ensemble Feature Selection Using Bioinspired Algorithms and Classification Using Backpropagation Neural Network

Table 5

Feature importance of Hepatitis dataset.

S. no.	Feature	Feature importance	Rank
1	Age	0.335503	3
2	Sex	0.014356	15
3	Steroid	0.011443	16
4	Antivirals	0.033793	11
5	Fatigue	0.022269	13
6	Malaise	0.019788	14
7	Anorexia	0.010061	17
8	Liver big	0.007907	18
9	Liver firm	0.032248	12
10	Spleen palpable	0.036895	10
11	Spiders	0.095853	9
12	Ascites:	0.099008	8
13	Varices	0.110238	7
14	Bilirubin	0.202373	6
15	Alk phosphate	0.532782	1
16	SGOT	0.511008	2
17	Albumin	0.21938	5
18	Protime	0.294931	4