Everything You Need to Know about LIME - Analytics Vidhya

This article was published as a part of the Data Science Blogathon. In this article, I will walk you through one technique that makes any machine learning model interpretable. Generally, there is a misconception that only linear machine learning models are more interpretable than others. The Model explainability helps in decision making and gives clients reliability. Explainability in AI is how much your features contribute or how important is your feature for the given output.