Interpretable Model-Aware Counterfactual Explanations for Random Forest

Joshua S. Harvey, Guanchao Feng, Sai Anusha Meesala +2

Despite their enormous predictive power, machine learning models are often unsuitable for applications in regulated industries such as finance, due to their limited capacity to pro…