def generate_training_result():
        """ It should be very careful to use this method,
            since it will replace all the result files.
        """
        arg_exp = 20

        dataset_matrix_hash = data_file_helper.get_dataset_matrix_hash(
            data_file_helper.FONT_TRAINING_PATH, range(1, 10)
        )

        mb = MultipleSvm.train_and_save_variables(
            Smo, dataset_matrix_hash, 200, 0.0001, 1000, arg_exp, data_file_helper.SUPPLEMENT_RESULT_PATH
        )