1. International Journal of Mathematical, Engineering, Biological and Applied Computing
  2. Archives
  3. Volume 1, Number 2, 2022
  4. Article
  5. Table 13
Article

The Application of Machine Learning in the Corona Era, With an Emphasis on Economic Concepts and Sustainable Development Goals

Table 13

Network architecture

R-Squared

Correlation

AIC

Test Error

Validation Error

Train Error

Fitness

# of Weights

Architecture

ID

0.957

0.978

-1083

25.03

16.68

18.26

0.03994

5

[2-1-1]

1

0.963

0.981

-1074

24.64

14.54

16.37

0.04057

29

[2-7-1]

2

0.964

0.981

-1099

24.81

14.42

16.36

0.04030

17

[2-4-1]

3

0.961

0.980

-1072

24.51

15.72

17.21

0.04079

21

[2-5-1]

4

0.963

0.981

-1082

24.54

14.57

16.39

0.04073

25

[2-6-1]

5