ENTITY Leaf Values as Coordinates: Exact Contrastive Explanation for Gradient-Boosted Ensembles

Leaf Values as Coordinates: Exact Contrastive Explanation for Gradient-Boosted Ensembles

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TOOL · CL_210472 · Aug 20 · 04:00

New method offers exact contrastive explanations for gradient-boosted ensembles

A new research paper proposes a novel approach to explaining gradient-boosted ensembles by treating leaf values as coordinates. This perspective allows for exact contrastive explanations, where the difference between tw…

New method offers exact contrastive explanations for gradient-boosted ensembles