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News/Exact Functional ANOVA Decomposition for Categorical Inputs Models
arxiv
PublishedJune 10, 2026 at 4:00 AM
—neutral

Exact Functional ANOVA Decomposition for Categorical Inputs Models

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arXiv:2603.02673v2 Announce Type: replace-cross Abstract: Functional ANOVA offers a principled framework for interpretability by decomposing a model's prediction into main effects and higher-order interactions. For independent features, this decomposition is well-defined, strongly linked with SHAP v

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