Prediction of Chaotic Time Series Based on BEN-AGA Model

Table 4

Comparison of performance of different models.

Model	Precision index			Variance of MAPE	Elapsed time
	MSE	MAD	MAPE
Deep learning network	0.0012	1.5367	0.0631	0.0023	22.3458
MLP-BP	1.4368	7.9446	0.8373	0.7426	27.6714
LM-BP	0.7612	4.0634	0.6378	0.5253	12.6425
BEL	0.2086	3.1268	0.1165	0.0287	1.5643
SVM [14]	—	7.5467	—	—	—
BEN-AGA	0.0413	2.1536	0.0847	0.0112	10.7658
Dendritic neuron model	0.0037	1.6432	0.0746	0.0031	11.2496