On Tackling Explanation Redundancy in Decision Trees

20 May 2022

Papers citing "On Tackling Explanation Redundancy in Decision Trees"

5 / 5 papers shown

Title
Finding Minimum-Cost Explanations for Predictions made by Tree Ensembles John Törnblom Emil Karlsson Simin Nadjm-Tehrani FAtt 49 0 0 16 Mar 2023
Feature Necessity & Relevancy in ML Classifier Explanations Xuanxiang Huang Martin C. Cooper António Morgado Jordi Planes João Marques-Silva FAtt 20 17 0 27 Oct 2022
Model Interpretability through the Lens of Computational Complexity Pablo Barceló Mikaël Monet Jorge A. Pérez Bernardo Subercaseaux 114 93 0 23 Oct 2020
Personalized Treatment for Coronary Artery Disease Patients: A Machine Learning Approach Dimitris Bertsimas Agni Orfanoudaki R. Weiner 45 38 0 18 Oct 2019
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,231 0 24 Jun 2017