Hybrid deep learning approach to improve classification of low-volume high-dimensional data

BACKGROUND: The performance of machine learning classification methods relies heavily on the choice of features. In many domains, feature generation can be labor-intensive and require domain knowledge, and feature selection methods do not scale well in high-dimensional datasets. Deep learning has sh...

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Detalles Bibliográficos
Autores principales: Mavaie, Pegah, Holder, Lawrence, Skinner, Michael K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10631218/
https://www.ncbi.nlm.nih.gov/pubmed/37936066
http://dx.doi.org/10.1186/s12859-023-05557-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10631218/
https://www.ncbi.nlm.nih.gov/pubmed/37936066
http://dx.doi.org/10.1186/s12859-023-05557-w

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