TABLE III. Performance Metrics for Seven Algorithms Using Different Ratios.

Algorithm	Ratio	AUC	Sensitivity	Accuracy
	0.2	0.830	0.520	0.968
	0.4	0.833	0.561	0.955
DT	0.6	0.834	0.596	0.945
	0.8	0.837	0.686	0.884
	1	0.837	0.678	0.890
	0.2	0.848	0.515	0.970
	0.4	0.848	0.576	0.955
RF	0.6	0.848	0.626	0.933
	0.8	0.847	0.665	0.902
	1	0.846	0.683	0.888
	0.2	0.848	0.525	0.968
	0.4	0.849	0.583	0.954
GB	0.6	0.849	0.629	0.931
	0.8	0.849	0.672	0.902
	1	0.850	0.692	0.882
	0.2	0.817	0.506	0.959
	0.4	0.822	0.606	0.932
kNN	0.6	0.824	0.648	0.905
	0.8	0.826	0.678	0.879
	1	0.826	0.699	0.851
	0.2	0.818	0.467	0.961
	0.4	0.821	0.586	0.937
LR	0.6	0.822	0.640	0.903
	0.8	0.822	0.683	0.860
	1	0.823	0.717	0.809
	0.2	0.823	0.665	0.869
	0.4	0.824	0.672	0.865
NB	0.6	0.823	0.686	0.857
	0.8	0.823	0.697	0.843
	1	0.821	0.664	0.867
	0.2	0.792	0.529	0.964
	0.4	0.818	0.597	0.945
SVM	0.6	0.828	0.673	0.894
	0.8	0.832	0.685	0.886
	1	0.833	0.686	0.885