Research Article
Detection of Weak Pulse Signal in Chaotic Noise Based on Improved Brain Emotional Learning Model and PSO-AGA
Table 6
Comparison results of different optimization algorithms.
| Algorithm | MAD | MSE | RMSE | Time (s) | ACC | F1 |
| WOA | 0.0244 | 0.00118 | 0.0343 | 124 | 0.956 | 0.889 | AGA | 0.0292 | 0.00171 | 0.0413 | 211 | 0.952 | 0.816 | PSO | 0.0259 | 0.00141 | 0.0375 | 116 | 0.957 | 0.911 | PSO-AGA | 0.0242 | 0.00104 | 0.0323 | 374 | 0.958 | 0.931 |
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