G. Y. Shimizu

Model interpretation using improved local regression with variable importance

One of the main limitations for the trust in the use of machine learning models is the understanding of how they produce their predictions. This limitation is related to an increasing demand for transparency in decision-making. Interpretability refers to how well a user can understand the model’s decision-making proces...