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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