Brigham and Women’s Hospital, Channing Division of Network Medicine, Boston, MA, USA; Northeastern University, Department of Electrical and Computer Engineering, Boston, MA, USA
Aria Masoomi, Davin Hill, Zhonghui Xu, Craig Hersh, Edwin Silverman, Peter Castaldi, Stratis Ioannidis, Jennifer Dy
Explainability;Shapley values;Interpretability;Directional interaction;feature interaction
Explanations of Black-Box Models based on Directional Feature Interactions