The author explores the concept of grafting consistent estimators onto a shallow CART to ensure consistency in Random Forests, showing improved performance and adaptability to high-dimensional settings.
Random Forest algorithm consistency through grafting onto CART.
Grafting consistent estimators onto Random Forests ensures consistency and improved performance.