International Journal Open Access

From local explanations to global understanding with explainable AI for trees

Authors

Scott Lundberg, Gabriel Erion, Hugh Chen, Alex J. DeGrave, Jordan M. Prutkin, Bala G. Nair, Ronit Katz, Jonathan Himmelfarb, Nisha Bansal, Su‐In Lee

Journal

Nature Machine Intelligence

Year Published

2020

Publisher

Nature Portfolio

Citations

10168 citations

Type

Article

Language

EN

Topics & Concepts

Computer science (0.33)

Abstract

From local explanations to global understanding with explainable AI for trees - Full text available via OpenAlex

Author Details

Scott Lundberg

ORCID

Gabriel Erion

ORCID

Hugh Chen

ORCID

Alex J. DeGrave

ORCID

Jordan M. Prutkin

ORCID

Bala G. Nair

ORCID

Ronit Katz

ORCID

Jonathan Himmelfarb

ORCID

Nisha Bansal

ORCID

Su‐In Lee

ORCID

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