A Classification Study of Respiratory Syncytial Virus (RSV) Inhibitors by Variable Selection with Random Forest

Experimental pEC(50)s for 216 selective respiratory syncytial virus (RSV) inhibitors are used to develop classification models as a potential screening tool for a large library of target compounds. Variable selection algorithm coupled with random forests (VS-RF) is used to extract the physicochemica...

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Detalles Bibliográficos
Autores principales: Hao, Ming, Li, Yan, Wang, Yonghua, Zhang, Shuwei
Formato: Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2011
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3083704/
https://www.ncbi.nlm.nih.gov/pubmed/21541057
http://dx.doi.org/10.3390/ijms12021259

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3083704/
https://www.ncbi.nlm.nih.gov/pubmed/21541057
http://dx.doi.org/10.3390/ijms12021259

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