Cultivating Archipelago of Forests: Evolving Robust Decision Trees through Island Coevolution

Adam Żychowski, Andrew Perrault, Jacek Mańdziuk

Decision trees are widely used in machine learning due to their simplicity and interpretability, but they often lack robustness to adversarial attacks and data perturbations. The p…