Datasets, decision trees, participant responses and experiment details of user study on explaining predictions of Decision Trees

Data, participant responses and experiment details of our XAI user study about conflict-based explanations for predictions made by Decision Trees.

Two resources:

Please cite the following paper if you use these resources:
Explaining Decision-Tree Predictions by Addressing Potential Conflicts between Predictions and Plausible Expectations, Sameen Maruf, Ingrid Zukerman, Ehud Reiter, Gholamreza Haffari. In Proceedings of the International Conference on Natural Language Generation, Aberdeen, Scotland, 2021.