Research Article

Knowledge-Based Green's Kernel for Support Vector Regression

Table 2

Performance comparison of different kernels for modified Morlet wavelet function.

Kernel function MSE No. of SV CPU Time (Sec.)

1 Green's kernel 0.0087 53 0.095
2 Gaussian RBF 0.0272 54 0.45
3 Bspline 1.0173 59 2.37
4 Polynomial 1.0358 59 0.447