Table 19.

Nonensemble SVM experimentation result with varying kernel functions using HOG genomic samples.

S/N	Kernel function	MSE	Accuracy (%)
1	Linear	0.0825	67.6
2	Quadratic	0.0735	81.1
3	Polynomial	0.0706	86.5
4	RBF	0.0709	78.4
5	MLP	0.0926	40.5