Model interpretation using improved local regression with variable importance

Gilson Y. Shimizu, Rafael Izbicki, Andre C. P. L. F. de Carvalho

A fundamental question on the use of ML models concerns the explanation of their predictions for increasing transparency in decision-making. Although several interpretability metho…