def _label_from_key(k: str) -> str:
    """ Helper function to create the x-tick labels from the keys in the result dict """
    if k == 'bayrn':
        return 'BayRn'
    elif k == 'epopt':
        return 'EPOpt'
    else:
        return k.upper()