Table 4.

Performance evaluation of 10 hub-genes using six classifiers.

Methods	ACC	LACC	UACC	Sensitivity	Specificity	PPV	NPV
SVM	0.833	0.587	0.946	0.917	0.75	0.831	0.813
NBLDA	0.982	0.794	0.998	0.998	0.992	0.997	0.996
PLDA	0.868	0.635	0.951	0.847	0.889	0.914	0.871
PLDA2	0.903	0.669	0.973	0.861	0.944	0.951	0.873
voomDLDA	0.981	0.735	0.983	0.917	0.986	0.972	0.941
voomNSC	0.951	0.725	0.993	0.903	0.999	0.999	0.923

ACC = accuracy, LACC = lower limit of ACC, UACC = upper limit of ACC, PPV = positive predictive value, NPV = negative predictive value.