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The grammar of interactive explanatory model analysis

The growing need for in-depth analysis of predictive models leads to a series of new methods for explaining their local and global properties. Which of these methods is the best? It turns out that this is an ill-posed question. One cannot sufficiently explain a black-box machine learning model using...

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Detalles Bibliográficos
Autores principales: Baniecki, Hubert, Parzych, Dariusz, Biecek, Przemyslaw
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9926444/
https://www.ncbi.nlm.nih.gov/pubmed/36818741
http://dx.doi.org/10.1007/s10618-023-00924-w