Perform Linear model on EEG data from epochs

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1

Hi,

I have read epochs and EEG data using epochs.events() epochs.get_data().
How to proceed from here with the epochs.
To perform svm I need to split it into train and test, then use mne_features.feature_extraction to extract features and classify using svm.
Saw mne_features documentation but does not cover all.
Can you provide documentation for feature extraction and splitting from epochs? (latest)

  • MNE version: e.g. 0.24.0
  • operating system: Windows 10

Thanks

2

I would suggest you start here:

https://mne.tools/stable/auto_tutorials/machine-learning/50_decoding.html

Alex