@staticmethod
def transform_data(object_):
    """Abstract method to transform a sample (object) into the format required by this particular algorithm implementation.

        All children classes must implement this method.

        :param object_: the data sample (object) to be transformed.
        :type object_: one row from a `pandas.DataFrame`
        :return: the transformed object.
        """
    pass
