Chaos Time Series Prediction Based on Membrane Optimization Algorithms

Table 14

Five models predicted error based on MASE for interphone band.

Model	M-C-LSSVM	M-F-LSSVM	C-C-LSSVM	GA-LSSVM	P-LSSVM
	0.0209	0.015	0.0039	0.0026	0.0015
	0.0085	0.015	0.0037	0.0032	0.0012
	0.0243	0.0118	0.0038	0.0031	0.0012
	0.0225	0.0104	0.0034	0.0027	0.0021
	0.0112	0.0132	0.0033	0.0029	0.0015
	0.0039	0.0093	0.0031	0.0031	0.0022
	0.0059	0.0123	0.0034	0.0033	0.0026
	0.009	0.0132	0.0031	0.003	0.0013
	0.0125	0.0099	0.0037	0.0036	0.023
	0.005	0.0146	0.0038	0.0031	0.0026
Max.	0.0243	0.015	0.0039	0.0036	0.0026
Min.	0.0039	0.0093	0.0031	0.0026	0.0012
Ave.	0.0124	0.0125	0.0035	0.0031	0.0019
Var.