What is Extreme about XGBoost?, Why XGBoost wins Kaggle?, Algorithmic, Model & System Optimizations.
Why is XGBoost called Extreme Boosted Gradient Trees Model? Why it wins Kaggle competitions? How is it better than newton boosting? We review all XGBoost optimizations including Model Optimizations, Algorithmic Optimization and System Optimizations.
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