def results(self):
        """All metrics

        Returns
        -------
        dict
            results in a dictionary format

        """

        results = {
            'overall': self.results_overall_metrics(),
            'class_wise': self.results_class_wise_metrics(),
            'class_wise_average': self.results_class_wise_average_metrics()
        }

        return results