Efficient Shapley Performance Attribution for Least-Squares Regression

Logan Bell, Nikhil Devanathan, Stephen Boyd

We consider the performance of a least-squares regression model, as judged by out-of-sample $R^2$. Shapley values give a fair attribution of the performance of a model to its input…