2025
Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests
AAAI 2025technical
This paper proposes a method for measuring conditional feature importance via generative modeling. In explainable artificial intelligence (XAI), conditional feature importance assesses the impact of a feature on a prediction model's performance given the information of other features. Model-agnostic…