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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