Predicting Antitumor Activity of Peptides by Consensus of Regression Models Trained on a Small Data Sample

Predicting antitumor activity of compounds using regression models trained on a small number of compounds with measured biological activity is an ill-posed inverse problem. Yet, it occurs very often within the academic community. To counteract, up to some extent, overfitting problems caused by a sma...

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Detalles Bibliográficos
Autores principales: Radman, Andreja, Gredičak, Matija, Kopriva, Ivica, Jerić, Ivanka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2011
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3257078/
https://www.ncbi.nlm.nih.gov/pubmed/22272081
http://dx.doi.org/10.3390/ijms12128415

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3257078/
https://www.ncbi.nlm.nih.gov/pubmed/22272081
http://dx.doi.org/10.3390/ijms12128415

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