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 | Â | Â | 97.31% | Â | 92.69% | Â | 4.41 |