CSP for multi classification

External Email - Use Caution

Hi all,
Does Common Spatial Patterns algorithm (from mne.decoding import CSP)
works well for multi classification? Or is it much more better by
binary classificaiton?

Thanks in Advance

External Email - Use Caution

Hi,

The object mne.decoding.CSP works with more than 2 classes, but will be
increasingly slow as the number of class increases.

Since CSP is a spatial filtering technique, the more classes you have, the
less you'll be filtering.

You should thus avoid spatial filtering for multi-class problems,

You can check
https://pyriemann.readthedocs.io/en/latest/generated/pyriemann.classification.TSclassifier.html#pyriemann.classification.TSclassifier

JR