Table 4 Evaluation results of class-wise (0–4) classification for the 75:25 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

0.86

0.96

0.96

0.99

0.95

F-1 Score

0.92

0.96

0.91

0.97

0.97

Precision

0.98

0.96

0.86

0.94

0.98

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