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The influence of the inactives subset generation on the performance of machine learning methods
BACKGROUND: A growing popularity of machine learning methods application in virtual screening, in both classification and regression tasks, can be observed in the past few years. However, their effectiveness is strongly dependent on many different factors. RESULTS: In this study, the influence of th...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2013
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3626618/ https://www.ncbi.nlm.nih.gov/pubmed/23561266 http://dx.doi.org/10.1186/1758-2946-5-17 |