Fig. 4From: Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer’s disease detectiona Binary classification task from two features. b Randomly perturbed data sample. c Perturbed samples labelled using a black box model. d LIME weights samples based on proximity. e LIME learns linear model (best when visualised in color)Back to article page