def calculate_classification(self): results = Classification() for i in range(self.number_cross_validation): train_data, test_data = self.split_data_set(i) classified_data = self.__classify(train_data, test_data) result = ClassificationUnit(train_data, test_data, classified_data) results.add_unit(result) return results