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What challenges might one-hot encoding (OHE) introduce when applied to tree-based models?
A
Creating sparse datasets
B
No issues arise from using OHE with tree-based models
C
Reducing the split options for categorical variables
D
Both creating sparse datasets and reducing split options for categorical variables
