LogAUC metric

[pgniewko]

🚀 Feature

Area Under ROC with log transformed FPR.

Motivation

LogAUC is similar to AUROC and is a popular and effective metric to evaluate classification models on very imbalanced datasets. It's used in Drug Design/Discovery applications.

Alternatives

The code is already implemented here.

Additional context

The metric was introduced in this paper.

[github-actions[bot]]

Hi! thanks for your contribution!, great first issue!