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20192026
most citedExplanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital

1.1k citations

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cs.LG2021★ 1.1k cited

Explanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital

Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima +1

When using machine learning techniques in decision-making processes, the interpretability of the models is important. In the present paper, we adopted the Shapley additive explanat…