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A multistart tabu search-based method for feature selection in medical applications

In the design of classification models, irrelevant or noisy features are often generated. In some cases, there may even be negative interactions among features. These weaknesses can degrade the performance of the models. Feature selection is a task that searches for a small subset of relevant featur...

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Detalles Bibliográficos
Autores principales: Pacheco, Joaquín, Saiz, Olalla, Casado, Silvia, Ubillos, Silvia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10564765/
https://www.ncbi.nlm.nih.gov/pubmed/37816874
http://dx.doi.org/10.1038/s41598-023-44437-4