Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections

no code implementations • 11 May 2022 • Nicholas Spyrison, Dianne Cook, Przemyslaw Biecek

To understand how the interaction between predictors affects the variable importance estimate, we can convert LVAs into linear projections and use the radial tour.

Explainable Artificial Intelligence (XAI) Feature Importance