Search Results for author: Leonardo Arrighi

Found 1 papers, 0 papers with code

Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles

no code implementations3 Apr 2024 Leonardo Arrighi, Luca Pennella, Gabriel Marques Tavares, Sylvio Barbon Junior

In addressing this challenge, especially in complex scenarios, we introduce the Decision Predicate Graph (DPG) as a model-agnostic tool to provide a global interpretation of the model.

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