Table 3.

Comparison among the three developed fusion strategies in complete models.

Complete model		FN-F1-OCT	FN-Weight-OCT	FN-Auto-OCT	Kermany
ACC	CNV	1	0.996	0.988	0.968
	DME	1	0.996	0.996	0.948
	Drusen	0.944	0.9	0.952	0.944
	Normal	0.996	0.992	0.996	0.984
	Weighted avg	0.985	0.971	0.983	0.961
Recall	CNV	1	0.996	0.988	0.968
	DME	1	0.996	0.996	0.948
	Drusen	0.944	0.9	0.952	0.944
	Normal	0.996	0.992	0.996	0.984
	Weighted avg	0.985	0.971	0.983	0.961
Specificity	CNV	0.981	0.967	0.983	0.979
	DME	1	0.998	0.995	0.991
	Drusen	0.998	0.999	1	0.989
	Normal	1	0.999	1	0.989
	Weighted avg	0.995	0.991	0.995	0.987
Precision	CNV	0.947	0.909	0.95	0.938
	DME	1	0.992	0.984	0.971
	Drusen	0.996	0.996	1	0.967
	Normal	1	0.996	1	0.969
	Weighted avg	0.986	0.973	0.984	0.961
F1	CNV	0.973	0.951	0.969	0.953
	DME	1	0.994	0.99	0.959
	Drusen	0.969	0.946	0.975	0.955
	Normal	0.998	0.994	0.998	0.976
	Weighted avg	0.985	0.971	0.983	0.961
AUC	CNV	0.991	0.98	0.985	Not Mentioned
	DME	1	1	0.995	Not Mentioned
	Drusen	0.971	0.95	0.976	Not Mentioned
	Normal	0.998	1	0.998	Not Mentioned
	Weighted avg	0.99	0.983	0.989	Not Mentioned