Interpretable Machine Learning

Readings:

• Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead (Learn more​)
   
• Evaluating the Effectiveness of Marketing Campaigns for Malls Using a Novel Interpretable Machine Learning Model (Learn more)
   
• Statistical inference using machine learning and classical techniques based on accumulated local effects (ALE) (Learn more​)