"text": In the context of evaluating fast food items based on their nutritional values, which of the following statements is NOT true regarding the most appropriate data normalization method?

"options": 
A. Min-max normalization is more suitable because it scales the nutritional values onto a common scale, simplifying health score interpretation.
B. Standardization might not be the best choice as it does not scale the data to a specific range, which is more useful for comparing nutritional values.
C. For the purpose of straightforward comparison of fast food items based on nutritional content, min-max normalization is preferable over standardization.
D. Standardization could be more appropriate in cases where nutritional values are used as input features for a machine learning model assuming Gaussian distribution.

"correct_answer": "E"