Ensemble Framework of Deep CNNs for Diabetic Retinopathy Detection

Table 3

Model 1 class-wise result of balanced and imbalanced dataset.

Dataset	Balanced			Imbalanced
Class	Recall	Precision	Specificity	Recall	Precision	Specificity
Class 0	0.974811	0.620958	0.776313	0.971595	0.810614	0.288973
Class 1	0.561047	0.629622	0.882527	0.02046	0.117647	0.986468
Class 2	0.430233	0.394597	0.798163	0.298225	0.604317	0.961583
Class 3	0.472868	0.648247	0.909147	0.457143	0.561404	0.988553
Class 4	0.60124	0.835938	0.953846	0.495575	0.777778	0.996315
Accuracy	60.80			78.13