Comparative analysis of AI Explainability tools

This dissertation aims at analysis and comparison of the various tools and methodologies that exist around from the Explanation of Machine Learning Algorithms as well as the interpretation of their results.

A comparison will be made between tools such as LIME, Skater, SHAP, ELI5, etc.

Technical prerequisites

  • Python