Skip to main content

Advertisement

Table 1 Part of the forecasting values and relative errors of each model

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

  Real data (%) QFA-SVM SVM BPNN MLRM
Prediction Error% Prediction Error% Prediction Error% Prediction Error%
1 11.67 11.84 1.46 11.29 − 3.26 11.21 − 3.94 11.28 − 3.34
2 12.49 12.23 − 2.08 11.89 − 4.80 11.97 − 4.16 13.2 5.68
3 11.67 11.42 − 2.14 11.39 − 2.40 12.02 3.00 10.94 − 6.26
4 10.65 10.83 1.69 10.13 − 4.88 11.31 6.20 11.03 3.57
5 9.8 9.98 1.84 10.19 3.98 10.32 5.31 9.23 − 5.82
6 10.67 10.44 − 2.16 10.29 − 3.54 10.16 − 4.78 11.29 5.81
7 10.14 10.42 2.76 10.62 4.73 10.46 3.16 10.84 6.90
8 11.29 11.46 1.51 10.89 − 3.54 11.8 4.52 10.76 − 4.74
9 12.01 12.24 1.92 11.6 − 3.41 12.42 3.41 11.26 − 6.24
10 12.39 12.62 1.86 11.84 − 4.44 12.97 4.68 11.64 − 6.05
MAPE    2.02   3.85   4.41   5.28
RMSE    2.05   3.94   4.50   5.38