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Effects of Pooling Samples on the Performance of Classification Algorithms: A Comparative Study
A pooling design can be used as a powerful strategy to compensate for limited amounts of samples or high biological variation. In this paper, we perform a comparative study to model and quantify the effects of virtual pooling on the performance of the widely applied classifiers, support vector machi...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
The Scientific World Journal
2012
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3361225/ https://www.ncbi.nlm.nih.gov/pubmed/22654582 http://dx.doi.org/10.1100/2012/278352 |