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Table 6 SNRs of the uniform experiments

From: Artificial intelligence classification model for macular degeneration images: a robust optimization framework for residual neural networks

Hyperparameter combinations

Results

SNRs obtained using training data

SNR obtained using validation data

Summed SNR

1

23.76

18.48

42.24

2

26.81

24.01

50.83

3

24.20

18.35

42.56

4

31.87

24.31

56.19

5

26.99

22.30

49.30

6

24.53

22.39

46.93

7

27.07

23.96

51.04

8

25.86

22.74

48.62

9

24.54

22.06

46.61

10

28.79

23.68

52.48

11

26.73

24.39

51.13

12

30.80

23.42

54.22