Ensemble Framework of Deep CNNs for Diabetic Retinopathy Detection

Table 4

Model 2 class-wise result of balanced and imbalanced dataset.

Dataset	Balanced			Imbalanced
Class	Recall	Precision	Specificity	Recall	Precision	Specificity
Class 0	0.980236	0.609959	0.767048319	0.981063	0.827735	0.356542
Class 1	0.510659	0.644727	0.900055	0.005115	0.060606	0.993166
Class 2	0.437597	0.408023	0.804172	0.400000	0.686992	0.964377
Class 3	0.539147	0.63458	0.889753	0.485714	0.519084	0.986006
Class 4	0.576826	0.849843	0.960332	0.513274	0.828571	0.997310
Accuracy	60.89			80.36