Chaos Time Series Prediction Based on Membrane Optimization Algorithms

Table 3

Five models predicted error based on RMSE for FM broadcasting band.

Model	M-C-LSSVM	M-F-LSSVM	C-C-LSSVM	GA-LSSVM	P-LSSVM
	0.051	0.0486	0.0421	0.036	0.0217
	0.0501	0.0546	0.0464	0.0356	0.0252
	0.0489	0.0473	0.0425	0.0406	0.0261
	0.05	0.0545	0.0458	0.0347	0.0231
	0.0501	0.0588	0.0422	0.0407	0.023
	0.05	0.0583	0.0422	0.0365	0.0235
	0.0502	0.053	0.0439	0.0367	0.026
	0.0499	0.0545	0.0425	0.0379	0.028
	0.0495	0.0555	0.0423	0.0388	0.0282
	0.0484	0.0448	0.0474	0.0383	0.0281
Max.	0.051	0.0588	0.0474	0.0407	0.0282
Min.	0.0484	0.0448	0.0421	0.0347	0.0217
Ave.	0.0498	0.053	0.0437	0.0376	0.0253
Var.