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Table 2 Experimental results using different statistic features as the criterion

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

Choose criterion Accuracy (%) Sensitivity (%) Specificity (%)
Mean ≥ fs2 (SFS_feature) 99.90 99.80 100.00
Mean ≤ fs2 (SFS_feature) 98.90 98.00 99.80
Max ≤ fs2 (SFS_feature) 97.20 100.00 94.40
Min ≥ fs2 (SFS_feature) 99.10 99.20 99.00
Mode ≥ fs2 (SFS_feature) 97.70 95.40 100.00
Median ≤ fs2 (SFS_feature) 95.30 92.80 97.80
Std ≥ fs2 (SFS_feature) 95.60 91.20 100.00