RO-FIGS: Efficient and Expressive Tree-Based Ensembles for Tabular Data

Urška Matjašec, Nikola Simidjievski, Mateja Jamnik

Tree-based models are often robust to uninformative features and can accurately capture non-smooth, complex decision boundaries. Consequently, they often outperform neural network-…