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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...
Autores principales: | Ferrettini, Gabriel, Escriva, Elodie, Aligon, Julien, Excoffier, Jean-Baptiste, Soulé-Dupuy, Chantal |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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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 |
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