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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