DataSystemsGroupUT / ACDTE

Code for the Automatic Concept based Decision Tree Explanations

ACDTE

In this repo, we host the code for the paper ACDTE. The repo contains code used to generate all the results in the paper as well as the visualizations

• Methodology
• Experiments and Results
  • Selecting Extraction Layer
  • Analyzing Extracted Concepts
    • Concepts Meaningfulness
    • Concepts importance
  • Analyzing Decision Tree Performance
    • Decision Tree Depth
    • Decision Tree Vs Random Forest
  • Counterfactual examples