Desiderata for Interpretability: Explaining Decision Tree Predictions with Counterfactuals

Kacper Sokol, Peter A. Flach. Desiderata for Interpretability: Explaining Decision Tree Predictions with Counterfactuals. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019. pages 10035-10036, AAAI Press, 2019. [doi]

Abstract

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