Explaining Machine Learning Predictions and Building Trust with LIME

A technique to explain how black-box machine learning classifiers make predictions

Catherine Yeo
Aug 13, 2020 · 6 min read
Photo by Joshua Hoehne on Unsplash

It’s needless to say: machine learning is powerful.

At the most basic level, machine learning algorithms can be used to classify things. Given a collection of cute animal pictures, a…