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EEG Classification on Turkish Epilepsy EEG Dataset (LOSO Setting)
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90.06
Accuracy
Unrolled Graph Signal Denoising Network
67.9704
73.7052
79.44
85.1748
Oct 3, 2025
Accuracy
Precision
Recall
Specificity
F1-score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
Specificity
F1-score
Unrolled Graph Signal Denoising Network
Params #=14,787, Categ...
2025.10
90.06
93.48
86.1
91.7
92.59
FBCSPNet
Params #=98,242, Categ...
2025.10
81.76
92.8
53.4
97.67
67.79
EEGNet
Params #=9,170, Catego...
2025.10
78.78
81.26
53.25
93.11
64.34
Deep4Net
Params #=321,227, Cate...
2025.10
78.62
73.06
64.2
86.72
68.34
DGCNN
Params #=149,466, Cate...
2025.10
76.74
69.56
62.74
84.6
65.97
GIN
Params #=25,794, Categ...
2025.10
68.82
58.78
44.36
82.55
50.56
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