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
- Returns
- coef
array
The coefficients.
- coef
References
- 1
Haufe, S., Meinecke, F., Gorgen, K., Dahne, S., Haynes, J.-D., Blankertz, B., & Biessmann, F. (2014). On the interpretation of weight vectors of linear models in multivariate neuroimaging. NeuroImage, 87, 96-110. doi:10.1016/j.neuroimage.2013.10.067.