Alessandro Benedetti Here the order matters, so you are giving score even if the things are out of order. In some cases, we don’t want that. Here is the link that might help you https://www.kaggle.com/c/FacebookRecruiting/discussion/2002, also nobody is wrong here, People use custom metrics for their problems, It is totally problem-specific.