xkazm / asfa Goto Github PK

Hello!
I am very sorry to disturb you! You mentioned in the README.md file that the datasets are downloaded via MOABB: "Please manually download the datasets BNCI2014001, BNCI2014002, BNCI2014004 by MOABB.".
However, in your ASFA.py, line 257 reads "datasets = ['BNCI2014012', 'BNCI2014014', 'BNCI201402', 'BNCI201501-2', 'BNCI2014014-A', 'BNCI2014014-B']".
The names of these two data sets do not correspond to each other, can you tell me how to solve this problem?**

Dear Author,

I recently read your paper and tried to reproduce your results using the MI 2 dataset's left/right hand 2-classification and left/right hand, foot, and tongue 4-classification train data for training and testing. However, I found that when using the 2-classification train data, the ASFA algorithm's accuracy results were only 72.99%-73.84%, which is about 2% lower than the 74.18%-75.06% reported in your paper. The same situation also occurred with the 4-classification train data, where my accuracy results were 54.01%-55.25%, while your reported accuracy results in the paper were 56.92%-57.78%.

I wanted to ask if this difference is within your expectations or if there could be any issues with your code or parameter settings. If possible, could you provide some assistance to help me better understand these results and try to address this issue?

Thank you for writing this paper and providing the source code on Github. I look forward to hearing back from you.

Thank you!