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Effects of SVM Parameter Optimization on Discrimination and Calibration for Post-Procedural PCI Mortality
Support Vector Machines (SVM) have become popular among machine learning researchers, but their applications in biomedicine have been somewhat limited. A number of methods, such as grid search and evolutionary algorithms, have been utilized to optimize model parameters of SVMs. The sensitivity of th...
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| Main Authors: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
2007
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| Assuntos: | |
| Acceso en liña: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2170520/ https://ncbi.nlm.nih.gov/pubmed/17600771 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2007.05.008 |
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