Model Agnostic

Model interpretation using improved local regression with variable importance
The paper addresses how machine learning models produce predictions through interpretability methods. It introduces two novel …
Gilson Yuuji Shimizu, Rafael Izbicki, Fernando Rezende Zagatti, Filipe Loyola Lopes, André Gomes Regino, Rodrigo Bonacin, Andre C. P. L. F. de Carvalho
January, 2026 Journal of the Brazilian Computer Society
PDF