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Computers Environment and Urban Systems

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ISSN 0198-9715 · Elsevier BV · 1 articles in the index

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Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost

Ziqi Li

Computers Environment and Urban Systems · 2022 · English · OpenAlex Scopus

Machine learning and artificial intelligence (ML/AI), previously considered black box approaches, are becoming more interpretable, as a result of the recent advances in eXplainable AI (XAI). In particular, local interpretation methods such as SHAP (SHapley Additive exPlanations) offer the…

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