Computational Intelligence and Neuroscience / 2018 / Article / Tab 5

Research Article

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

Table 5

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

ModelData setCεσ

GRIDSVRJapan1024.000.03130.0156
Hong Kong and Macao128.000.00390.0313
South Korea1024.000.01560.0039
The United States128.000.25000.0625
Total256.000.00390.0039

PSOSVRJapan805.030.04230.0130
Hong Kong and Macao209.960.00390.0367
South Korea776.870.01590.0039
The United States415.750.04670.0367
Total216.660.00390.0039

FS–PSOSVRJapan564.450.13710.0241
Hong Kong and Macao389.080.00390.0039
South Korea673.880.02220.0094
The United States531.610.02680.0405
Total1016.710.00870.0060

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