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Table 3 Performances of the MLR classifier on the OAT scheme

From: Epileptic seizure detection from EEG signals using logistic model trees

Class

Sensitivity (%)

Specificity (%)

Precision (%)

F-measure (%)

ROC

Total accuracy (%)

Healthy

80.0

85.0

72.70

76.20

0.901

82.67

Seizure-fee

70.0

89.0

76.10

72.90

0.894

Seizure

98.0

100.0

100.0

99.0

0.999

Overall

82.70

91.30

82.90

82.70

0.932