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Which of the following is FALSE about data augmentation? Group of answer choices It increases the data size from the existing data. It can improve

Which of the following is FALSE about data augmentation?

Group of answer choices

It increases the data size from the existing data.

It can improve the accuracy by adding white noise.

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

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

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