Why model why? Assessing the strengths and limitations of LIME

1 code implementation • 30 Nov 2020 • Jürgen Dieber, Sabrina Kirrane

When it comes to complex machine learning models, commonly referred to as black boxes, understanding the underlying decision making process is crucial for domains such as healthcare and financial services, and also when it is used in connection with safety critical systems such as autonomous vehicles.

Autonomous Vehicles BIG-bench Machine Learning +3