Adams, James M.

Individualised Counterfactual Examples Using Conformal Prediction Intervals

2025 · arXiv (Cornell University)

Counterfactual explanations for black-box models aim to pr ovide insight into an algorithmic decision to its recipient. For a binary classification problem an individual counterfactual details which features might be changed for the model to …