Local Universal Rule-based eXplainer (LUX)

Local Universal Rule-based eXplainer (LUX)

LUX (Local Universal Rule-Based Explainer) is an explainable artificial intelligence (XAI) method that produces explanations for any type of machine-learning model designed particularly for the tabular data. It generates local explanations and counterfactual explanations in a form of human-readable,...

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Bibliographic Details
Main Authors: Szymon Bobek, Grzegorz J. Nalepa
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:SoftwareX
Subjects:
Explainability
Interpretability
Model-agnostic
Rule-based
Artificial intelligence
Human-centered
Online Access:http://www.sciencedirect.com/science/article/pii/S235271102500069X

Internet

http://www.sciencedirect.com/science/article/pii/S235271102500069X

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