Can you mention some advantages and disadvantages of decision trees?
- Advantages: Easy to understand, can handle numerical and categorical data, interpretable, non-parametric.
- Disadvantages: Prone to overfitting, sensitive to small variations in data, can create biased trees for imbalanced data.