Automatic Epileptic Seizure Detection Using Scalp EEG and Advanced Artificial Intelligence Techniques

Table 2

Results for Feature Selection techniques.

AUCs for Feature Selection techniques
AUC^knn	AUC^knn	AUC^svn	AUC^knn	AUC^treec	AUC^knn	AUC^loglc	AUC^knn	AUC^SVN
		PC1	PC2	PC1 & 2	LDAi	LDAf	LDAb	GS
90	89	83	88	87	86	88	91	88
Sensitivities for Feature Selection techniques
SENS^knn	SENS^knn	SENS^svn	SENS^knn	SENS^treec	SENS^knn	SENS^loglc	SENS^knn	SENS^loglc
		PC1	PC2	PC1 & 2	LDAi	LDAf	LDAb	GS
83	84	53	86	80	78	76	84	76
Specificities for Feature Selection techniques
SPEC^knn	SPEC^knn	SPEC^svn	SPEC^knn	SPEC^treec	SPEC^knn	SPEC^loglc	SPEC^knn	SPEC^loglc
		PC1	PC2	PC1 & 2	LDAi	LDAf	LDAb	GS
83	82	90	81	79	80	85	85	86