no code implementations • 21 Jun 2021 • Mário Popolin Neto, Fernando V. Paulovich
Visual Analytics (VA) tools and techniques have been instrumental in supporting users to build better classification models, interpret models' overall logic, and audit results.
no code implementations • 8 May 2020 • Mário Popolin Neto, Fernando V. Paulovich
In this paper, we propose Explainable Matrix (ExMatrix), a novel visualization method for RF interpretability that can handle models with massive quantities of rules.