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Table 3 The MAPE value of the DBN-ANFIS, ANFIS, and BPNN models

From: Research on financial network big data processing technology based on fireworks algorithm

 

Real data (%)

DBN-ANFIS

ANFIS

BPNN

Prediction

Color

Prediction

Color

Prediction

Color

1

5.26

4.95

g

4.91

g

4.90

Gray (g)

2

9.61

10.1

y

10.22

y

9.01

Blue (b)

3

13.66

13.41

y

14.18

y

12.44

Yellow (y)

4

15.38

15.67

y

15.86

y

14.76

Yellow (y)

5

20.71

20.20

o

20.13

o

19.11

Yellow (y)

6

18.42

18.65

y

19.65

y

20.06

Orange (o)

7

30.47

31.15

r

29.36

o

29.33

Orange (o)

8

29.12

28.66

o

31.07

r

27.77

Orange (o)

9

19.45

19.68

y

21.38

o

17.73

Yellow (y)

10

19.92

20.16

o

20.68

o

19.20

Yellow (y)

Accuracy rate

  

97.31%

 

92.69%

 

4.41