search

orvindemsy / BCICIV2a-FBCSP

Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python
35 stars 10 forks source link

Test Data Results #8

Open ParthanOlikkal opened 8 months ago

ParthanOlikkal commented 8 months ago

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.

orvindemsy commented 6 months ago

From the training data results, it seems that the model might have been overfitted.

I also suspect may have been overfitted and I couldnt catch where it happens, thanks a lot! I will check that part you mentioned and make some fix (when I have time).