code: def results(self):
          
  
          results = {
              'overall': self.results_overall_metrics(),
              'class_wise': self.results_class_wise_metrics(),
              'class_wise_average': self.results_class_wise_average_metrics()
          }
  
          return results
docs: All metrics
  
          Returns
          -------
          dict
              results in a dictionary format