yasa.EpochByEpochAgreement.get_agreement_bystage

EpochByEpochAgreement.get_agreement_bystage(beta=1.0)

Return a pandas.DataFrame of unweighted (i.e., one-vs-rest) agreement scores.

Parameters:

betafloat

Weight of recall relative to precision in the F-score. Default is 1.0 (i.e., F1). See sklearn.metrics.precision_recall_fscore_support.

Returns:

agreementpandas.DataFrame

A DataFrame with agreement metrics as columns and a MultiIndex with session and sleep stage as rows.