Chaos Time Series Prediction Based on Membrane Optimization Algorithms

Table 7

Five models predicted error based on NMSE for interphone band.

Model	M-C-LSSVM	M-F-LSSVM	C-C-LSSVM	GA-LSSVM	P-LSSVM
	1.2458	1.7948	1.3449	1.0367	1.1577
	1.5297	1.8191	1.2826	1.0811	0.9321
	1.6352	1.7841	1.3119	1.0656	0.9817
	1.3912	1.4753	1.1894	1.0988	0.986
	1.4478	1.777	1.3191	1.2575	1.0121
	1.6357	1.5738	1.2857	1.2072	1.0362
	1.4753	1.7815	1.2601	1.0642	1.0053
	1.4478	1.8229	1.2627	1.0729	0.9984
	1.4534	1.4834	1.3027	1.079	1.0025
	1.5245	1.8605	1.412	1.023	0.975
Max.	1.6357	1.8605	1.4092	1.367	1.1577
Min.	1.2458	1.4753	1.1894	1.023	0.9321
Ave.	1.4786	1.7173	1.2971	1.0986	1.0087
Var.	0.0131	0.0216	0.0034	0.0056	0.0035