Debiasing SHAP scores in random forests

DOI10.1007/s10182-023-00479-7MaRDI QIDQ6589387

Markus Loecher

Publication date: 19 August 2024

Published in: AStA. Advances in Statistical Analysis (Search for Journal in Brave)

zbMATH Keywords

random forestsfeature importanceinterpretable machine learningexplainable artificial intelligenceSHAP values

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Recursive partitioning for heterogeneous causal effects
• Unbiased variable importance for random forests
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