average_method : string, optional (default: 'warn')
    How to compute the normalizer in the denominator. Possible options
    are 'min', 'geometric', 'arithmetic', and 'max'.
    If 'warn', 'geometric' will be used. The default will change to
    'arithmetic' in version 0.22.

    .. versionadded:: 0.20