Deep Learning Approach for Stages of Severity Classification in Diabetic Retinopathy Using Color Fundus Retinal Images

Table 5

F1-score.

Input	KNN	SGD	RF	LR	NN
ME	0.867	0.912	0.912	0.909	0.873
SE	0.706	0.784	0.712	0.764	0.778
EX	0.720	0.714	0.667	0.692	0.800
HE	0.741	0.800	0.720	0.852	0.815