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XGBoost: Enhancement Over Gradient Boosting Machines
In the first part of this discussion on XGBoost, I set the foundation for understanding the basic components of boosting. In brief, boosting uses sequences of decision trees that seek to reduce the residuals of the prior tree. In other words, each new tree uses the residual of the... Read more