Open AccessFOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles
Author(s) -
Ana Lučić,
Harrie Oosterhuis,
Hinda Haned,
Maarten de Rijke
Publication year - 2022
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - Uncategorized
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v36i5.20468
Subject(s) - counterfactual thinking , interpretability , probabilistic logic , computer science , focus (optics) , differentiable function , machine learning , tree (set theory) , task (project management) , artificial intelligence , counterfactual conditional , frame (networking) , mathematical optimization , econometrics , mathematics , psychology , economics , social psychology , mathematical analysis , telecommunications , physics , management , optics