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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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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2016
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| 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 |