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Evaluating parameters for ligand-based modeling with random forest on sparse data sets

Ligand-based predictive modeling is widely used to generate predictive models aiding decision making in e.g. drug discovery projects. With growing data sets and requirements on low modeling time comes the necessity to analyze data sets efficiently to support rapid and robust modeling. In this study...

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Detalhes bibliográficos
Publicado no:J Cheminform
Principais autores: Kensert, Alexander, Alvarsson, Jonathan, Norinder, Ulf, Spjuth, Ola
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6755600/
https://ncbi.nlm.nih.gov/pubmed/30306349
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13321-018-0304-9
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