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Coalitional Strategies for Efficient Individual Prediction Explanation

As Machine Learning (ML) is now widely applied in many domains, in both research and industry, an understanding of what is happening inside the black box is becoming a growing demand, especially by non-experts of these models. Several approaches had thus been developed to provide clear insights of a...

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Detalles Bibliográficos
Autores principales: Ferrettini, Gabriel, Escriva, Elodie, Aligon, Julien, Excoffier, Jean-Baptiste, Soulé-Dupuy, Chantal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8140327/
https://www.ncbi.nlm.nih.gov/pubmed/34054332
http://dx.doi.org/10.1007/s10796-021-10141-9