Area under the ROC curve

The rank form of the Mann-Whitney statistic, which needs no threshold sweep and handles ties the way scikit-learn's roc_auc_score does.

Usage

roc_auc(prob, label)

Arguments

prob

Predicted probability of class 1.

label

0/1 labels.