Autor: |
Hugh Chen, Scott M. Lundberg, Su-In Lee |
Jazyk: |
angličtina |
Rok vydání: |
2022 |
Předmět: |
|
Zdroj: |
Nature Communications, Vol 13, Iss 1, Pp 1-15 (2022) |
Druh dokumentu: |
article |
ISSN: |
2041-1723 |
DOI: |
10.1038/s41467-022-31384-3 |
Popis: |
Series of machine learning models, relevant for tasks in biology, medicine, and finance, usually involve complex feature attribution techniques. The authors introduce a tractable method to compute local feature attributions for a series of machine learning models inspired by connections to the Shapley value. |
Databáze: |
Directory of Open Access Journals |
Externí odkaz: |
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