GLocalX -- from local to global explanations of black box AI models

DOI10.1016/j.artint.2021.103457OpenAlexW3121562452MaRDI QIDQ2238629

Mattia Setzu, Franco Turini, Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi

Publication date: 2 November 2021

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2101.07685

zbMATH Keywords

interpretable modelsexplainable AIglobal explanationlocal explanationsopen black box

Mathematics Subject Classification ID

Artificial intelligence (68Txx)

Uses Software

• shap
• inTrees

This page was built for publication: GLocalX -- from local to global explanations of black box AI models