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Accuracy lower than that in the paper #35

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wind-yong opened this issue Jun 1, 2024 · 1 comment
Open

Accuracy lower than that in the paper #35

wind-yong opened this issue Jun 1, 2024 · 1 comment

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@wind-yong
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I downloaded data BCI-IV-2a from the official website. Referring to your paper, I used the python MNE package for preprocessing. Running your Conformerd code on GitHub without filtering has an average accuracy of only 68.98%; If you add filtering, the accuracy is lower.May I ask why this is?

@eeyhsong
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eeyhsong commented Jun 2, 2024

There are many possible reasons such as pre-processing (segmentation, band-pass filter, z-score, etc), data augmentation, model parameters. I suggest to recheck the details.

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