explaination_trust.md

Module 9: Explaning and Trusting Predictions

This module covers a special topic related to explaining and trusting predictions in ML systems.

Slides

You can find the slides for the guest lecture in this module at Explaining and Trusting Predictions.

Topics covered in this module:

• The challenges of trusting predictions and the model quality
• Desired characteristics for explainers
• Introducing an approach for explaining predictions and the model

Reference Material

• Ribeiro M. T., Singh S., Guestrin C., Why should I trust you? Explaininf the Predictions on Any Classifier.. KDD 2016.