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Genomic data sampling and its effect on classification performance assessment
BACKGROUND: Supervised classification is fundamental in bioinformatics. Machine learning models, such as neural networks, have been applied to discover genes and expression patterns. This process is achieved by implementing training and test phases. In the training phase, a set of cases and their re...
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| Formato: | Texto |
| Lenguaje: | English |
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BioMed Central
2003
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC149349/ https://www.ncbi.nlm.nih.gov/pubmed/12553886 http://dx.doi.org/10.1186/1471-2105-4-5 |