Table 5 Validation with SVM for the 41 mRNA biomarkers
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 | |||