Chaos Time Series Prediction Based on Membrane Optimization Algorithms

Table 12

Five models predicted error based on RMSE for interphone band.

Model	M-C-LSSVM	M-F-LSSVM	C-C-LSSVM	GA-LSSVM	P-LSSVM
	0.0058	0.0063	0.0058	0.004	0.0026
	0.006	0.0064	0.0057	0.003	0.0028
	0.0056	0.0064	0.0057	0.0038	0.0025
	0.0057	0.0058	0.0056	0.0028	0.0024
	0.006	0.0063	0.0057	0.0029	0.0027
	0.0057	0.006	0.0057	0.0043	0.0023
	0.0057	0.0064	0.0057	0.0042	0.0022
	0.0057	0.0064	0.0056	0.0042	0.0027
	0.0058	0.0058	0.0057	0.005	0.0021
	0.0052	0.0064	0.0057	0.0037	0.0023
Max.	0.006	0.0064	0.0058	0.005	0.0028
Min.	0.0052	0.0058	0.0056	0.0038	0.0021
Ave.	0.0057	0.0062	0.0057	0.0038	0.0025
Var.