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Robustness in experimental design: A study on the reliability of selection approaches

The quality criteria for experimental design approaches in chemoinformatics are numerous. Not only the error performance of a model resulting from the selected compounds is of importance, but also reliability, consistency, stability and robustness against small variations in the dataset or structura...

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Detalles Bibliográficos
Autores principales: Brandmaier, Stefan, Tetko, Igor V
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology (RNCSB) Organization 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3962228/
https://www.ncbi.nlm.nih.gov/pubmed/24688738
http://dx.doi.org/10.5936/csbj.201305002