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Efficient cross-validation traversals in feature subset selection

Sparse and robust classification models have the potential for revealing common predictive patterns that not only allow for categorizing objects into classes but also for generating mechanistic hypotheses. Identifying a small and informative subset of features is their main ingredient. However, the...

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Detalles Bibliográficos
Autores principales: Lausser, Ludwig, Szekely, Robin, Schmid, Florian, Maucher, Markus, Kestler, Hans A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9744898/
https://www.ncbi.nlm.nih.gov/pubmed/36509882
http://dx.doi.org/10.1038/s41598-022-25942-4