Table 1.

Average AUROC and standard deviation (for n = 200) of trained classifiers on the training set using 20-times repeated tenfold cross-validation

	LSVM	RSVM	LR	RF	KNN	NB
5 year	0.89 ± 0.12	0.89 ± 0.13	0.91 ± 0.12	0.89 ± 0.13	0.88 ± 0.12	0.86 ± 0.14
10 year	0.89 ± 0.13	0.89 ± 0.12	0.91 ± 0.119	0.90 ± 0.13	0.89 ± 0.13	0.88 ± 0.12

LSVM linear kernel SVM, RLSVM radial basis function kernel SVM