Table 5.

Performance evaluation results for the XGBoost and the AdaBoost across the three phases for both the known and the proposed set of genes.

XGBoost
Set of genes	Accuracy			Sensitivity			Specificity			AUC
	A	SA	C	A	SA	C	A	SA	C	A	SA		C
Known	0.956	0.989	0.989	0.918	0.975	0.975	0.986	1	1	0.981	0.988		0.995
Proposed	1	1	0.978	1	1	0.986	1	1	0.971	0.995	0.995		0.995
AdaBoost
Set of genes	Accuracy			Sensitivity			Specificity			AUC
	A	SA	C	A	SA	C	A	SA	C	A	SA	C
Known	0.944	0.911	0.954	0.929	0.925	0.970	0.957	0.9	0.940	0.950	0.947		0.967
Proposed	1	0.976	0.989	1	0.968	0.993	1	0.986	0.986	0.995	0.995		0.995