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Overcome Support Vector Machine Diagnosis Overfitting
Support vector machines (SVMs) are widely employed in molecular diagnosis of disease for their efficiency and robustness. However, there is no previous research to analyze their overfitting in high-dimensional omics data based disease diagnosis, which is essential to avoid deceptive diagnostic resul...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Libertas Academica
2014
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4264614/ https://www.ncbi.nlm.nih.gov/pubmed/25574125 http://dx.doi.org/10.4137/CIN.S13875 |