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Binary Classification of Normal vs Abnormal EEG Signals on TUAB

81.5Balanced Accuracy

PCA + DS

Updated 4d ago

Evaluation Results

Method	Links
PCA + DS 2025.12		81.5	90.3	90.4
EEG-DLite 2025.12		81.5	90.6	90.8
Full data 2025.12		81.4	89.7	90.2
PCA + DS 2025.12		81.3	89.9	90.6
EEG-DLite 2025.12		81.3	90.1	90.2
Random 2025.12		81.2	90.4	90.6
Random 2025.12		81.1	90.2	90.3
PCA + DS 2025.12		81	90.1	90.2
Random 2025.12		80.7	89.9	90
EEG-DLite 2025.12		80.7	89.5	90.3
M3D 2025.12		80.1	86.9	88.3
EEG-DLite 2025.12		80	87.9	88.7
Random 2025.12		79.5	87.7	88.2
M3D 2025.12		79.5	86.2	88.1
PCA + DS 2025.12		77.8	85	86.2
M3D 2025.12		77.3	83.4	85.2