Chaos Time Series Prediction Based on Membrane Optimization Algorithms

Table 11

Five models predicted error based on MAPE for FM broadcasting band.

Model	M-C-LSSVM	M-F-LSSVM	C-C-LSSVM	GA-LSSVM	P-LSSVM
	0.0061	0.0295	0.0038	0.0034	0.0016
	0.0085	0.0135	0.0037	0.0038	0.0025
	0.0067	0.0088	0.0045	0.0033	0.0016
	0.0097	0.0228	0.0036	0.0038	0.0025
	0.0053	0.0225	0.004	0.0033	0.002
	0.0084	0.0138	0.004	0.0033	0.002
	0.0085	0.0076	0.004	0.0041	0.002
	0.006	0.009	0.0037	0.0038	0.0022
	0.0723	0.0109	0.0043	0.0037	0.0021
	0.0058	0.0115	0.0046	0.0037	0.0026
Max.	0.0723	0.0295	0.0046	0.0041	0.0026
Min.	0.0053	0.0076	0.0036	0.0033	0.0016
Ave.	0.0137	0.015	0.004	0.0036	0.0021
Var.	0.0004