Table 5.

Classification result with high-grade glioma data.

S. no.	Classifier	Method	Mean accuracy	Variance
1.	SVM	SVM	69.23	0.067
2.	PCA + SVM	69.72	0.042
3.	ICA + SVM	70.21	0.043
4.	PCA + FBFE + SVM	73.32	0.047
5.	ICA + FBFE + SVM	79.21	0.041
1.	NB	PCA + NB	69.78	0.032
2.	ICA + NB	70.20	0.041
3.	PCA + FBFE + NB	74.32	0.021
4.	ICA + FBFE + NB	76.23	0.020