Counterfactual Transition Graphs: Evaluating Cross-Class Transition Quality

Syed Muhammad Hamza Zaidi, Szymon Bobek, Grzegorz J. Nalepa +1

Counterfactual (CF) explanations for time-series classifiers are usually evaluated one example at a time: what minimal edit flips this single window's prediction? We argue that the…