eeyhsong/EEG-Transformer

Dataset 2a accuracy surprisingly lower than the studies results

MerlinK75 opened this issue · 2 comments

Hello
After running the transformer a couple of times, I'm receiving significantly smaller results compared to the study's results. I've attached an image of one of my confusion matrices which in comparison with the study, is much worse.
image
The only code I've edited was for the purpose of using it in google collaborate, otherwise, all the code is the same as how it was here on GitHub. What would be the cause of this and am I missing something quite obvious that is missing?
Best
Merlin

The results in the paper used cross-validation. But the latest code uses T session for training and E session for test. You could wait for the next version, which may be released recently.

Ok, thank you for the clarification