Machine Learning, Gradient Boosting, Data Science, Towards Data Science, Loss Function.
classification problems. For example, for disease detection, we may consider false negatives to be much worse than false positives, as giving medication to a healthy person is usually less harmful than failing to treat an ill person. In such cases, we might want to optimize the F-beta score where