Grabit: Gradient Tree-Boosted Tobit Models for Default Prediction

Fabio Sigrist, Christoph Hirnschall

A frequent problem in binary classification is class imbalance between a minority and a majority class such as defaults and non-defaults in default prediction. In this article, we…