DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps

Angelos Chatzimparmpas, Rafael M. Martins, Alexandru C. Telea +1

As the complexity of machine learning (ML) models increases and their application in different (and critical) domains grows, there is a strong demand for more interpretable and tru…