To tree or not to tree? Assessing the impact of smoothing the decision boundaries

Anthea Mérida, Argyris Kalogeratos, Mathilde Mougeot

When analyzing a dataset, it can be useful to assess how smooth the decision boundaries need to be for a model to better fit the data. This paper addresses this question by proposi…