Chaos Time Series Prediction Based on Membrane Optimization Algorithms

Table 13

Five models predicted error based on NMSE for interphone band.

Model	M-C-LSSVM	M-F-LSSVM	C-C-LSSVM	GA-LSSVM	P-LSSVM
	3.0704	3.6665	3.0476	2.5014	1.1987
	3.2591	3.713	2.9508	1.6634	1.8601
	2.8179	3.7018	2.9877	2.1748	1.5472
	2.93	3.0356	2.917	1.5306	1.5779
	3.2554	3.605	3.004	1.6102	1.2004
	2.9786	3.2563	2.9549	2.8918	1.7923
	2.93	3.694	2.9264	2.7878	1.7732
	2.9325	3.7573	2.9167	2.7969	1.0517
	3.0542	3.0584	2.9812	3.852	1.0245
	2.4479	3.7791	2.9221	2.654	1.8802
Max.	3.2591	3.7791	3.0476	3.852	1.8801
Min.	2.4479	3.0356	2.9167	1.5306	1.0245
Ave.	2.9676	3.5267	2.9608	2.4463	1.4906
Var.	0.0536	0.0855	0.0019	0.5205	0.1166