An exact counterfactual-example-based approach to tree-ensemble models interpretability

31 May 2021

Papers citing "An exact counterfactual-example-based approach to tree-ensemble models interpretability"

4 / 4 papers shown

Title
A survey and taxonomy of methods interpreting random forest models Maissae Haddouchi A. Berrado 100 3 0 17 Jul 2024
Data-centric Artificial Intelligence: A Survey Daochen Zha Zaid Pervaiz Bhat Kwei-Herng Lai Fan Yang Zhimeng Jiang Shaochen Zhong Helen Zhou 119 214 0 17 Mar 2023
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review Sahil Verma Varich Boonsanong Minh Hoang Keegan E. Hines John P. Dickerson Chirag Shah CML 178 176 0 20 Oct 2020
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.3K 17,178 0 16 Feb 2016