X-SHAP: towards multiplicative explainability of Machine Learning

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X-SHAP: towards multiplicative explainability of Machine Learning

8 June 2020

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Papers citing "X-SHAP: towards multiplicative explainability of Machine Learning"

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Title
Dual feature-based and example-based explanation methods A. Konstantinov Boris V. Kozlov Stanislav R. Kirpichenko Lev V. Utkin FAtt 105 0 0 29 Jan 2024
SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator Lev V. Utkin Danila Eremenko A. Konstantinov 75 5 0 07 Aug 2023
Interpretable Ensembles of Hyper-Rectangles as Base Models A. Konstantinov Lev V. Utkin 109 3 0 15 Mar 2023
Attention-like feature explanation for tabular data A. Konstantinov Lev V. Utkin FAtt 114 5 0 10 Aug 2021
Ensembles of Random SHAPs Lev V. Utkin A. Konstantinov FAtt 59 21 0 04 Mar 2021