def METHOD_NAME(self, use_partitions, update_with_test=False):
    """
    Handle the partitioning system to use and reset the model to perform
    new evaluations
    Parameters
    ----------
    use_partitions: True if train/set partitioning is needed, False
                    otherwise
    update_with_test: True if the model should be updated with the test set,
                      False otherwise
    """
    self.use_partitions = use_partitions
    self.update_with_test = update_with_test
    self.id2word = None
    self.id_corpus = None