Chaos Time Series Prediction Based on Membrane Optimization Algorithms

Table 6

Five models predicted error based on RMSE for interphone band.

Model	M-C-LSSVM	M-F-LSSVM	C-C-LSSVM	GA-LSSVM	P-LSSVM
	0.0041	0.0044	0.0038	0.003	0.0023
	0.0042	0.0045	0.0037	0.0026	0.0023
	0.0039	0.0044	0.0038	0.0026	0.0024
	0.004	0.004	0.0036	0.0026	0.0024
	0.0042	0.0044	0.0038	0.0027	0.0023
	0.004	0.0041	0.0037	0.0026	0.0025
	0.004	0.0044	0.0037	0.0026	0.0025
	0.004	0.0045	0.0037	0.0031	0.0026
	0.0041	0.004	0.0038	0.0025	0.0025
	0.0037	0.0045	0.0037	0.0026	0.0024
Max.	0.0042	0.0045	0.0038	0.0031	0.0026
Min.	0.0037	0.004	0.0036	0.0025	0.0023
Ave.	0.004	0.0043	0.0037	0.0027	0.0024
Var.