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Which of the following is FALSE about data augmentation? a) it can improve the accuracy by adding white noise. b) It increases the data size

Which of the following is FALSE about data augmentation?

a) it can improve the accuracy by adding white noise.

b) It increases the data size from the existing data.

c) It can help to reduce the risk of overfitting, making it a regularization technique.

d) It should only simulate the realistic variations of the existing data.

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