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Effect of missing data on multitask prediction methods

There has been a growing interest in multitask prediction in chemoinformatics, helped by the increasing use of deep neural networks in this field. This technique is applied to multitarget data sets, where compounds have been tested against different targets, with the aim of developing models to pred...

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Detalles Bibliográficos
Autores principales: de la Vega de León, Antonio, Chen, Beining, Gillet, Valerie J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5964064/
https://www.ncbi.nlm.nih.gov/pubmed/29789977
http://dx.doi.org/10.1186/s13321-018-0281-z