mne.decoding.get_coef#

mne.decoding.get_coef(estimator, attr='filters_', inverse_transform=False)[source]#

Retrieve the coefficients of an estimator ending with a Linear Model.

This is typically useful to retrieve “spatial filters” or “spatial patterns” of decoding models [1].

Parameters:

estimatorobject | None: An estimator from scikit-learn.
attrstr: The name of the coefficient attribute to retrieve, typically 'filters_' (default) or 'patterns_'.
inverse_transformbool: If True, returns the coefficients after inverse transforming them with the transformer steps of the estimator.

Returns:

References

Examples using `mne.decoding.get_coef`#