Table 2.

The comparison among different lp using the proposed method for the DME grading on MESSIDOR dataset

lp	Accuracy	Sensitivity	Specificity	F1-score
20%	0.889 $\pm$ 0.009	0.797 $\pm$ 0.011	0.915 $\pm$ 0.016	0.786 $\pm$ 0.009
40%	0.912 $\pm$ 0.010	0.842 $\pm$ 0.013	0.931 $\pm$ 0.021	0.831 $\pm$ 0.011
60%	0.945 $\pm$ 0.015	0.894 $\pm$ 0.012	0.958 $\pm$ 0.019	0.887 $\pm$ 0.013
80%	0.975 $\mathrm{\pm }$ 0.010	0.946 $\mathrm{\pm }$ 0.011	0.982 $\mathrm{\pm }$ 0.017	0.942 $\mathrm{\pm }$ 0.009
100%	0.927 $\pm$ 0.012	0.865 $\pm$ 0.010	0.943 $\pm$ 0.020	0.855 $\pm$ 0.010