Table 2 Evaluation results of class-wise (0–4) classification for the 60:40 splitting ratio of the dataset.

From: Visual impairment prevention by early detection of diabetic retinopathy based on stacked auto-encoder

 

Class 0

Class 1

Class 2

Class 3

Class 4

Recall

0.71

0.55

0.65

0.51

0.74

F-1 Score

0.64

0.56

0.68

0.56

0.78

Precision

0.65

0.52

0.71

0.67

0.69

Back to article page