Feature selection methods

Machine learning Classifier

AUC

LASSO

SVM (C = 6, γ = −5)

0.9523

Filter-based (mrmr)

SVM (C = 9, γ = −8)

0.9384

Wrapper-based (RF-SVM)

SVM (C = 10, γ = −9)

0.9546