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Advances, Systems and Applications

Table 4 Influence of different dimensions of the hidden factor

From: Traffic prediction for diverse edge IoT data using graph network

 

D1

D2

D3

D4

Dim

MAE

MSE

RMSE

R2

MAE

MSE

RMSE

R2

MAE

MSE

RMSE

R2

MAE

MSE

RMSE

R2

10

3.74

32.4

5.70

0.637

3.33

20.8

4.56

0.793

28.5

1528

39.1

0.723

2.89

21.3

4.61

0.532

20

3.30

26.4

5.14

0.704

3.27

20.3

4.51

0.798

27.1

1381

37.2

0.749

2.93

21.3

4.62

0.531

30

3.29

24.4

4.94

0.727

3.31

20.4

4.52

0.797

24.0

1085

32.9

0.803

2.95

23.0

4.8

0.493

40

3.47

25.9

5.09

0.71

3.30

20.3

4.51

0.798

29.2

1636

40.5

0.703

2.98

24

4.90

0.472

50

3.38

24.4

4.94

0.727

3.24

20.0

4.47

0.802

21.3

823

28.7

0.851

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