The Means Field classifier, using distances to several matrix power means in a linear discriminant, outperforms the Riemannian MDM and approaches tangent-space logistic regression on 20 EEG BCI datasets.
Multiclass brain-computer interface classification by Riemannian geometry
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The Riemannian Means Field Classifier for EEG-Based BCI Data
The Means Field classifier, using distances to several matrix power means in a linear discriminant, outperforms the Riemannian MDM and approaches tangent-space logistic regression on 20 EEG BCI datasets.