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Results of cross-dataset classification for ShallowNet. The model was trained using the row dataset and validated on column datasets. In (A) Results of ShallowNet without online pre-alignment strategy (w/o OPS) and (B) Results of ShallowNet with online pre-alignment strategy (w/ OPS), the number in each square is the validation accuracy and the element of main diagonal is the cross-subject accuracy in each dataset showed in Figure 3. (C) The difference between (B) and (A).
