Machine Learning, Gradient Boosting, Data Science, Towards Data Science, Loss Function.
the hessian is constant at two different values, 2 on the left and 20 on the right, though that is hard to see on the plot below. LightGBM offers an straightforward way to implement custom training and validation losses. Other gradient boosting packages, including XGBoost and Catboost, also offer