Table 4.

Area under the curve (AUC) and F-Score.

Algorithm	AUC	F-score
PCA-LDA	0.536	0.428
GA-LDA	0.763	0.545
PCA-QDA	0.500	0
GA-QDA	0.646	0.540
PCA-SVM-RBF	0.817	0.816
GA-SVM-RBF	0.536	0.500
KNN	0.633	0.632
SVM-RBF	0.500	0