Abstract We propose answer-set programs that specify and compute counterfactual interventions on entities are input a classification model. In relation to the outcome of model, resulting serve as basis for definition computation causality-based explanation scores feature values in entity under classification, namely responsibility . The approach can be applied with black-box models, also models...