Machine Learning, Gradient Boosting, Data Science, Towards Data Science, Loss Function.
operating characteristic (ROC) — though this is never directly optimized, because it is not differentiable. This is often called the “performance or evaluation metric”. In many cases, customizing these losses can be really effective in building a better model. This is particularly simple for