Contextual Importance and Utility in Python: New Functionality and
Insights with the py-ciu Package

Contextual Importance and Utility in Python: New Functionality and Insights with the py-ciu Package

19 August 2024

Kary Främling

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Papers citing "Contextual Importance and Utility in Python: New Functionality and Insights with the py-ciu Package"

6 / 6 papers shown

Title
Feature Importance versus Feature Influence and What It Signifies for Explainable AI Kary Främling TDI FAtt 13 7 0 07 Aug 2023
Contextual Importance and Utility: aTheoretical Foundation Kary Främling 17 8 0 15 Feb 2022
Explanations of Black-Box Model Predictions by Contextual Importance and Utility S. Anjomshoae Kary Främling A. Najjar 66 32 0 30 May 2020
Consistent Individualized Feature Attribution for Tree Ensembles Scott M. Lundberg G. Erion Su-In Lee FAtt TDI 66 1,405 0 12 Feb 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 22,018 0 22 May 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 17,033 0 16 Feb 2016