Table 5.

Comparison results in the validation set by SVM and Fisher models

Model		Sensitivity (%)	Specificity (%)	Accuracy (%)	PPV (%)	NPV (%)	AUC (95% CI)
Fisher	Combined	0.854	0.824	0.842	0.872	0.800	0.865(0.821,0.902)
	miRNAs	0.792	0.706	0.756	0.792	0.706	0.750(0.697,0.798)
	Symptom	0.792	0.824	0.805	0.864	0.737	0.801(0.751,0.845)
SVM	Combined	0.979	0.941	0.963	0.959	0.970	0.976(0.952,0.990)
	miRNAs	0.792	0.824	0.805	0.864	0.737	0.841(0.795,0.881)
	Symptom	0.875	0.794	0.842	0.857	0.818	0.838(0.791,0.878)