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Table 3 Comparison of the results and time complexity for the proposed method with other methods

From: Classification of epileptic EEG signals based on simple random sampling and sequential feature selection

Methods Accuracy (%) Sensitivity (%) Specificity (%) Time (s)
SRS_LS_SVM 100.00 100.00 100.00 1.52
The proposed method with the best criterion (SRS_SFS_LS_SVM) 99.90 99.80 100.00 0.16