Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections

Nicholas Spyrison, Dianne Cook, Przemyslaw Biecek

The increased predictive power of machine learning models comes at the cost of increased complexity and loss of interpretability, particularly in comparison to parametric statistic…