Channel selection in MOABB

channel_selection_moabb.py

import moabb
from moabb.datasets import BNCI2014001, Zhou2016
from moabb.paradigms import LeftRightImagery
from moabb.evaluations import WithinSessionEvaluation

from sklearn.discriminant_analysis import LinearDiscriminantAnalysis as LDA
from sklearn.pipeline import make_pipeline

from mne.decoding import CSP

datasets = [Zhou2016(), BNCI2014001()]

paradigm = LeftRightImagery(channels=['C3', 'C4', 'Cz'], resample=200.)
evaluation = WithinSessionEvaluation(paradigm=paradigm, datasets=datasets, overwrite=False)
pipeline = make_pipeline(CSP(n_components=8), LDA())
results = evaluation.process({'csp+lda':pipeline})