Supervised Feature Compression based on Counterfactual Analysis

Veronica Piccialli, Dolores Romero Morales, Cecilia Salvatore

Counterfactual Explanations are becoming a de-facto standard in post-hoc interpretable machine learning. For a given classifier and an instance classified in an undesired class, it…