On marginal feature attributions of tree-based models

DOI10.3934/FODS.2024021MaRDI QIDQ6620135

Khashayar Filom, Arjun Ravi Kannan, Konstandinos Kotsiopoulos, Alexey Miroshnikov

Publication date: 16 October 2024

Published in: Foundations of Data Science (Search for Journal in Brave)

zbMATH Keywords

cooperative gamegame valuetree ensemblesML interpretability

Mathematics Subject Classification ID

Trees (05C05) Cooperative games (91A12) Combinatorial identities, bijective combinatorics (05A19) Applications of game theory (91A80) (n)-person games, (n>2) (91A06) General topics in artificial intelligence (68T01) Algorithmic game theory and complexity (91A68)

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• Random forests
• Supervised Machine Learning Techniques: An Overview with Applications to Banking
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