This article introduces Local, Interpretable, Model-agnostic Explanations (LIME), an approach that can help you understand the important variables in a black box regression model.

Marco Tulio Ribeiro and Sameer Singh and Carlos Guestrin. Why Should I Trust You?: Explaining the Predictions of Any Classifier. Available in html format.

This Recommendation was added to the website on 2019-10-30 and was last modified on 2020-02-04. You can find similar pages at Big data.