A Hybrid Forecasting Model Based on EMD-GASVM-RBFNN for Power Grid Investment Demand

Table 5

Parameters of GA-SVM model for IMF2 and residue prediction.

Model	G	NP	TOS	TKF
GA-SVM for IMF2	200	20	Epsilon-SVR	Radial Basis Function
GA-SVM for residue	200	20	Epsilon-SVR	Linear

G and NP represent the maximum evolutionary algebra and population size of genetic algorithm, respectively. TOS and TKF represent the type of SVM and the type of kernel function of the SVM model, respectively.