Shapley values for cluster importance: How clusters of the training data affect a prediction

Andreas Brandsæter, Ingrid K. Glad

This paper proposes a novel approach to explain the predictions made by data-driven methods. Since such predictions rely heavily on the data used for training, explanations that co…