Improved Cost-Sensitive Support Vector Machine Classifier for Breast Cancer Diagnosis

Table 7

The order of features based on IG for WDBC dataset.

Rank No.	Feature name	Rank No.	Feature name	Rank No.	Feature name
1	Texture 04	11	symmetry 01	21	smoothness 01
2	Radius 04	12	area 01	22	perimeter
3	Compactness 06	13	concave points	23	area 03
4	Concavity 01	14	compactness 05	24	fractal dimension 01
5	radius 02	15	symmetry 03	25	perimeter
6	smoothness 02	16	compactness 04	26	compactness 03
7	symmetry 02	17	concavity 02	27	concavity 03
8	fractal dimension 02	18	texture 03	28	compactness 01
9	radius 01	19	radius 03	29	texture 02
10	texture 01	20	compactness 02	30	area 02