AUC and Cross-entropy

In this post we will see that Log loss and AUC for binary classification problems are closely related. Suppose we have a set of probabilities that are meant to predict whether a true label is 0 or 1. That is, let be the predicted and true labels for the -th example, . Recall the AUC Continue reading AUC and Cross-entropy