Leveraging Model-based Trees as Interpretable Surrogate Models for Model Distillation

1 code implementation • 4 Oct 2023 • Julia Herbinger, Susanne Dandl, Fiona K. Ewald, Sofia Loibl, Giuseppe Casalicchio

Surrogate models play a crucial role in retrospectively interpreting complex and powerful black box machine learning models via model distillation.