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...

Descripción completa

Detalles Bibliográficos
Autores principales: Smusz, Sabina, Kurczab, Rafał, Bojarski, Andrzej J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Research Article
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

Internet

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

Ejemplares similares