From: Classification of epileptic EEG signals based on simple random sampling and sequential feature selection
Different methods
Accuracy (%)
Sensitivity (%)
Specificity (%)
The proposed method with the best criterion (SRS_SFS_LS_SVM)
99.90
99.80
100
A Huang–Hilbert transform and an artificial neural network model [22]
99.75
A sampling technique and LS_SVM method [21]
80.05
74.97
87.70