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A Framework for Feature Selection to Exploit Feature Group Structures

Filter feature selection methods play an important role in machine learning tasks when low computational costs, classifier independence or simplicity is important. Existing filter methods predominantly focus only on the input data and do not take advantage of the external sources of correlations wit...

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Detalles Bibliográficos
Autores principales: Perera, Kushani, Chan, Jeffrey, Karunasekera, Shanika
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206161/
http://dx.doi.org/10.1007/978-3-030-47426-3_61