Kizspy | Question: 36
(Choose 1 answer)
Which of the following statements is true regarding Random and Synthetic Over Sampling in the context of
imbalanced datasets?
A. Random Over Sampling duplicates random instances of the minority class to balance the dataset, while Synthetic Over Sampling generates new synthetic instances.
B. Random Over Sampling generates new synthetic instances of the minority class, while Synthetic Over Sampling duplicates random instances.
C. Random Over Sampling and Synthetic Over Sampling both involve duplicating random instances of the minority class.
D. Random Over Sampling and Synthetic Over Sampling are identical techniques with different names.
