Machine learning and deep learning algorithms are getting increasingly useful and complex to understand. In some industries like banking, credit cards and pharmaceuticals, the explanations for predictions or decision rules derived from them are required by regulatory agencies.

In this session you shall learn how “LIME: Local Interpretable Model- Agnostic Explanations” can be used to explain the results of the complex models. After this 40 min session you will be able to generate model explanations as a part of the model itself.