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

Table 10

Classifier performance results for top 20 uncorrelated features using SMOTE.

Classifier	Sensitivity	Specificity	AUC
LDC	72%	84%	54%
QDC	64%	94%	64%
UDC	38%	95%	66%
POLYC	72%	84%	85%
LOGLC	82%	88%	92%
KNNC	90%	91%	96%
TREEC	87%	88%	92%
PARZENC	75%	92%	57%
SVC	82%	89%	91%