orvindemsy / bciciv2a-fbcsp Goto Github PK
View Code? Open in Web Editor NEWImplementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python
Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python
I only get .gdf data
Create new key 'EEG_filtered' to store filtered EEG of each subject seem to be missing something.
for i in range(1, ns):
mod_data
Can you complete this code?
There appears to be a mistake in the test data evaluation figure in the README.
In cell 72 of the notebook, training data is used to obtain test scores.
X_test = data_train['X']
y_test = data_train['y']
Best regards!
I went through the code as I was interested in the FBCSP. But later at the end of the coding, it seems that under "Results for test data",
you have
data_train = mod_data[subj]['train']['mutual']
X_train = data_train['X']
y_train = data_train['y']
data_test = mod_data[subj]['test']['mutual']
X_test = data_train['X'] ------- X_test = data_test['X']
y_test = data_train['y'] ------- y_test = data_test['y']
From the training data results, it seems that the model might have been overfitted.
I did extend your work to 9 subjects using SVC, Naive Bayers Classifier and DecisionTrees.
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