. Author manuscript; available in PMC: 2016 Oct 1.

Published in final edited form as: Comput Methods Programs Biomed. 2015 Jun 16;122(1):1–15. doi: 10.1016/j.cmpb.2015.06.004

Table 7. Average classification error (%) using leave one out cross validation.

Method	C4.5	NB	k-NN	SVM
No FS	58.82	38.24	64.71	44.12
CFS	52.94	35.29	44.11	38.24
Cons	70.59	32.35	44.12	38.24
INT	70.59	32.35	44.11	38.24
InfoGain	41.18	41.18	50.00	35.29
ReliefF	70.59	35.29	58.82	41.18
SVM-RFE	52.94	20.59	47.06	32.35