Detection of Weak Pulse Signal in Chaotic Noise Based on Improved Brain Emotional Learning Model and PSO-AGA

Table 5

Comparison results of different models.

Model	MAD	MSE	RMSE	Time (s)	ACC	F1
BP-NN	0.0265	0.00145	0.0382	561	0.981	0.889
Wavelet-NN	0.0271	0.00151	0.0387	493	0.979	0.817
BEL	0.0242	0.00104	0.0323	374	0.958	0.931