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Improving the quality of predictive models in small data GSDOT: A new algorithm for generating synthetic data

In the age of the data deluge there are still many domains and applications restricted to the use of small datasets. The ability to harness these small datasets to solve problems through the use of supervised learning methods can have a significant impact in many important areas. The insufficient si...

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Detalles Bibliográficos
Autores principales: Douzas, Georgios, Lechleitner, Maria, Bacao, Fernando
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8989239/
https://www.ncbi.nlm.nih.gov/pubmed/35390030
http://dx.doi.org/10.1371/journal.pone.0265626