Descriptive accuracy in explanations: the case of probabilistic classifiers

DOI10.1007/978-3-031-18843-5_19zbMath1524.68251MaRDI QIDQ6163923

Pietro Baroni, Antonio Rago, Unnamed Author, Francesca Toni

Publication date: 26 July 2023

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

zbMATH Keywords

probabilistic classifiersdescriptive accuracyexplainable AI

Mathematics Subject Classification ID

General topics in artificial intelligence (68T01)

Cites Work

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• Sparse spatial autoregressions
• Bayesian network classifiers
• Assessing heuristic machine learning explanations with model counting
• Explaining Bayesian Networks Using Argumentation
• Discrete Bayesian Network Classifiers
• Definitions, methods, and applications in interpretable machine learning

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