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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Hao, Ming, Li, Yan, Wang, Yonghua, Zhang, Shuwei
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Molecular Diversity Preservation International (MDPI) 2011
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3083704/
https://ncbi.nlm.nih.gov/pubmed/21541057
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/ijms12021259
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