How does this interaction affect me? Interpretable attribution for feature interactions

Michael Tsang, Sirisha Rambhatla, Yan Liu

Machine learning transparency calls for interpretable explanations of how inputs relate to predictions. Feature attribution is a way to analyze the impact of features on prediction…