Gradient Boosting Decision trees: XGBoost vs LightGBM (and catboost)
Gradient boosting decision trees is the state of the art for structured data problems. Two modern algorithms that make gradient boosted tree models are XGBoost and LightGBM. In this article I’ll summarize their…