Table 4 The classification results (%) computed of the introduced FriendPat-centric XFE model.

From: An explainable EEG epilepsy detection model using friend pattern

Classification metric

LOSO CV

10-fold CV

Accuracy

79.92

99.61

Sensitivity

67.77

99.01

Specificity

89.12

99.68

Precision

82.52

99.57

F1-score

74.42

99.29

Geometric mean

77.72

99.34

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