From local explanations to global understanding with explainable AI for trees

Scott M. Lundberg, Gabriel G. Erion, Hugh Chen, Alex J. DeGrave, Jordan M. Prutkin, Bala Nair, Ronit Katz, Jonathan Himmelfarb, Nisha Bansal, Su-In Lee. From local explanations to global understanding with explainable AI for trees. Nat. Mach. Intell., 2(1):56-67, 2020. [doi]

Authors

Scott M. Lundberg

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Gabriel G. Erion

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Hugh Chen

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Alex J. DeGrave

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Jordan M. Prutkin

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Bala Nair

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Ronit Katz

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Jonathan Himmelfarb

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Nisha Bansal

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Su-In Lee

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