Table 2.

Cross-validation measurements on gene expression data (10-fold)

Measure	ANN	SVM	SSL	GSSLPI	Kim et al.28
AUC	0.7436 ± 0.0541	0.7852 ± 0.1311	0.6746 ± 0.1115	0.7922 ± 0.122	0.7822 ± 0.128
ER	0.1930 ± 0.0798	0.1692 ± 0.0728	0.2439 ± 0.0745	0.1847 ± 0.0960	0.1819 ± 0.1003
PPV	0.7340 ± 0.2026	0.75316 ± 0.1732	0.5340 ± 0.1602	0.7998 ± 0.1383	0.7872 ± 0.1682
NPV	0.6152 ± 0.0847	0.7626 ± 0.1185	0.6061 ± 0.0745	0.7820 ± 0.0934	0.7731 ± 0.0911
TPR	0.6677 ± 0.0916	0.7684 ± 0.1423	0.65733 ± 0.1016	0.6971 ± 0.1978	0.6931 ± 0.1900
FPR	0.1395 ± 0.0424	0.1330 ± 0.0891	0.1481 ± 0.0363	0.1328 ± 0.1267	0.1376 ± 0.1217