Chaos Time Series Prediction Based on Membrane Optimization Algorithms

Table 8

Five models predicted error based on MASE for interphone band.

Model	M-C-LSSVM	M-F-LSSVM	C-C-LSSVM	GA-LSSVM	P-LSSVM
	0.0094	0.0074	0.0044	0.0024	0.0017
	0.0093	0.0074	0.0038	0.0025	0.0015
	0.0078	0.0058	0.0032	0.0021	0.0015
	0.0086	0.0051	0.0048	0.0032	0.0011
	0.0077	0.0067	0.0029	0.0031	0.0014
	0.0045	0.0046	0.0041	0.0026	0.0014
	0.0046	0.006	0.003	0.0023	0.0015
	0.0085	0.0065	0.0032	0.0024	0.0014
	0.0084	0.0049	0.0042	0.0033	0.0016
	0.0071	0.0073	0.0043	0.0023	0.0021
Max.	0.0094	0.0074	0.0048	0.0033	0.0021
Min.	0.0045	0.0046	0.0029	0.0021	0.0011
Ave.	0.0076	0.0062	0.0038	0.0026	0.0015
Var.