Particle Swarm Optimization-Based Support Vector Regression for Tourist Arrivals Forecasting

Table 5

Training results of GRIDSVR, PSOSVR, and FS–PSOSVR.

Model	Data set	C	ε	σ
GRIDSVR	Japan	1024.00	0.0313	0.0156
	Hong Kong and Macao	128.00	0.0039	0.0313
	South Korea	1024.00	0.0156	0.0039
	The United States	128.00	0.2500	0.0625
	Total	256.00	0.0039	0.0039
PSOSVR	Japan	805.03	0.0423	0.0130
	Hong Kong and Macao	209.96	0.0039	0.0367
	South Korea	776.87	0.0159	0.0039
	The United States	415.75	0.0467	0.0367
	Total	216.66	0.0039	0.0039
FS–PSOSVR	Japan	564.45	0.1371	0.0241
	Hong Kong and Macao	389.08	0.0039	0.0039
	South Korea	673.88	0.0222	0.0094
	The United States	531.61	0.0268	0.0405
	Total	1016.71	0.0087	0.0060