@classmethod
def get_map(cls) ->dict:
    """
        Returns the map between JSON string and enum values.

        Returns
        -------
        dict
            The map.
        """
    return {'classification': cls.CLASSIFICATION, 'regression': cls.
        REGRESSION, 'clustering': cls.CLUSTERING, 'linkPrediction': cls.
        LINK_PREDICTION, 'vertexNomination': cls.VERTEX_NOMINATION,
        'communityDetection': cls.COMMUNITY_DETECTION, 'graphClustering':
        cls.GRAPH_CLUSTERING, 'graphMatching': cls.GRAPH_MATCHING,
        'timeSeriesForecasting': cls.TIME_SERIES_FORECASTING,
        'collaborativeFiltering': cls.COLLABORATIVE_FILTERING}
