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. 2017 May 13;25(1):99–108. doi: 10.1093/jamia/ocx032

Table 4.

Validation measurements on gene expression data

Measure ANN SVM SSL GSSLPI Kim et al.28
AUC 0.66924 0.70668 0.60714 0.71298 0.70398
ER 0.253 0.2297 0.2939 0.2447 0.2711
PPV 0.504 0.6239 0.5003 0.7048 0.6802
NPV 0.6142 0.7023 0.6061 0.7022 0.7020
TPR 0.63716 0.7175 0.6032 0.6855 0.6704
FPR 0.1795 0.1883 0.1901 0.1775 0.1939