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Table 5 Validation with SVM for the 41 mRNA biomarkers

From: Identification of long non-coding RNA-related and –coexpressed mRNA biomarkers for hepatocellular carcinoma

Predicted Training set Testing set RNA Testing set
HCC Normal HCC Normal HCC Normal
HCC 7 0 7 0 15 3
normal 1 8 1 8 6 18
Precision 100% 100% 83.3%
Accuracy 93.8% 93.8% 78.6%
Sensitivity 87.5% 87.5% 71.4%
Specificity 100% 100% 85.7%
AUC 1 0.984 0.824