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(Choose 1 answer)
Which of the following statements about Synthetic Upsampling is TRUE?
A. Synthetic Upsampling will generally lead to a higher F1 score.
B. Synthetic Upsampling uses fewer hyperparameters than Random Upsampling.
C. Synthetic Upsampling generates observations that were not part of the original data.
D. Synthetic Upsampling results in excessive focus on the more frequently-occurring class.
