Head Digital Works Data Scientist Interview Questions and Answers

XGBoost is preferred over Random Forest for low bias models due to its ability to reduce bias further.

• XGBoost is a more complex algorithm compared to Random Forest, allowing it to reduce bias further in low bias models.

• XGBoost uses gradient boosting which helps in reducing bias by optimizing the loss function iteratively.

• Random Forest may not be able to further reduce bias in low bias models as effectively as XGBoost.

• I...read more