features.voltage_features_set

features.voltage_features_set(features_list=FEATURES_LIST)

Get list of feature column names by provenance.

This function returns the list of features columns names depending on their provenance. This is useful to select the columns for training.

Args: features_list (list, optional): List of feature groups to include. Defaults to [‘raw_ap’, ‘raw_lf’, ‘localisation’, ‘waveforms’]. Use ‘all’ to include all available feature groups.

Returns: list: Sorted list of feature column names excluding the ‘channel’ column.

Note: The looping preserves the order of the features groups in the list. Available feature groups: ‘raw_ap’, ‘raw_lf’, ‘raw_lf_csd’, ‘waveforms’, ‘micro-manipulator’.