From: Ovarian cancer detection from metabolomic liquid chromatography/mass spectrometry data by support vector machines
Classifier
Feature Selection
52-20-split Validation
(50 trials)
12-fold CV
(10 trials)
LOOCV
SVM
SVMRFE
22 ± 9
27 ± 9
28 ± 7
L1SVM
34 ± 2
41 ± 2
43 ± 1
SVM_NL
SVMRFE_NL
26 ± 8
31 ± 8
38 ± 9
SVMRW
29 ± 9
36 ± 8
40 ± 5