Selecting Hyperparameters for Tree-Boosting

Floris Jan Koster, Fabio Sigrist

Tree-boosting is a widely used machine learning technique for tabular data. However, its out-of-sample accuracy is critically dependent on multiple hyperparameters. In this article…