Ensembles of Random SHAPs
The ensemble-based modifications of the well-known SHapley Additive exPlanations (SHAP) method for the local explanation of a black-box model are proposed. The modifications aim to simplify the SHAP which is computationally expensive when there is a large number of features. The main idea behind the...
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| Principais autores: | , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
MDPI AG
2022-11-01
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| Serier: | Algorithms |
| Fag: | |
| Online adgang: | https://www.mdpi.com/1999-4893/15/11/431 |
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