AXIL: Exact Instance Attribution for Gradient Boosting

Paul Geertsema, Helen Lu

We derive an exact, prediction-specific instance-attribution method for fitted gradient boosting machines (GBMs) trained with squared-error loss, with the learned tree structure he…