EEG emotion-recognition accuracy is determined by the full evaluation protocol: on matched DGCNN trajectories, test-set-based checkpoint selection raised window accuracy from 0.7855 to 0.8892, while subject-disjoint accuracy was 0.5348 on SEED.
IEEE Transactions on Affective Computing 16(4):3596–3613
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Evaluation Protocols and Cross-Subject Generalization in EEG Emotion Recognition
EEG emotion-recognition accuracy is determined by the full evaluation protocol: on matched DGCNN trajectories, test-set-based checkpoint selection raised window accuracy from 0.7855 to 0.8892, while subject-disjoint accuracy was 0.5348 on SEED.