Interpretable Random Forests via Rule Extraction

29 April 2020

Papers citing "Interpretable Random Forests via Rule Extraction"

5 / 5 papers shown

Title
Explaining Predictions by Characteristic Rules Amr Alkhatib Henrik Bostrom Michalis Vazirgiannis 32 5 0 31 May 2024
Local and Regional Counterfactual Rules: Summarized and Robust Recourses Salim I. Amoukou Nicolas Brunel 26 0 0 29 Sep 2022
Explainable Global Fairness Verification of Tree-Based Classifiers Stefano Calzavara Lorenzo Cazzaro Claudio Lucchese Federico Marcuzzi 24 2 0 27 Sep 2022
Rule Induction Partitioning Estimator Vincent Margot Jean-Patrick Baudry Frédéric Guilloux Olivier Wintenberger 11 4 0 12 Jul 2018
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R Marvin N. Wright A. Ziegler 93 2,732 0 18 Aug 2015