Table 3 Comparison results of identification performance based on different methods
From: A dynamic novel approach for bid/no-bid decision-making
Indexes | GRNN | BP | RS-GRNN | NPSO-GRNN | RS-NPSO-GRNN |
|---|---|---|---|---|---|
Training accuracy (%) | 88.46 | 89.33 | 96.33 | 96.67 | 98.33 |
Training error (%) | 2.71 | 2.76 | 1.76 | 1.82 | 1.56 |
Training MSE | 0.1035 | 0.1104 | 0.0421 | 0.04017 | 0.0112 |
Testing accuracy (%) | 86.00 | 86.01 | 92.00 | 92.15 | 94.00 |
Testing error (%) | 4.53 | 4.49 | 2.51 | 2.46 | 2.12 |
Testing MSE | 0.2013 | 0.1895 | 0.08014 | 0.07127 | 0.01879 |
Simulation time (s) | 28.27 | 28.36 | 21.76 | 25.15 | 21.07 |