Automatically explaining machine learning prediction results: a demonstration on type 2 diabetes risk prediction

BACKGROUND: Predictive modeling is a key component of solutions to many healthcare problems. Among all predictive modeling approaches, machine learning methods often achieve the highest prediction accuracy, but suffer from a long-standing open problem precluding their widespread use in healthcare. M...

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Detalles Bibliográficos
Autor principal: Luo, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782293/
https://www.ncbi.nlm.nih.gov/pubmed/26958341
http://dx.doi.org/10.1186/s13755-016-0015-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782293/
https://www.ncbi.nlm.nih.gov/pubmed/26958341
http://dx.doi.org/10.1186/s13755-016-0015-4

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