moabb.paradigms.LeftRightImagery

class moabb.paradigms.LeftRightImagery(**kwargs)[source][source]

Motor Imagery for left hand/right hand classification

Metric is ‘roc_auc’

Attributes
datasets

Property that define the list of compatible datasets

scoring

Property that defines scoring metric (e.g.

Methods

get_data(dataset[, subjects, return_epochs])

Return the data for a list of subject.

is_valid(dataset)

Verify the dataset is compatible with the paradigm.

prepare_process(dataset)

Prepare processing of raw files

process_raw(raw, dataset[, return_epochs])

Process one raw data file.

used_events

property scoring

Property that defines scoring metric (e.g. ROC-AUC or accuracy or f-score), given as a sklearn-compatible string or a compatible sklearn scorer.