Relevance, redundancy, and complementarity trade-off (RRCT): A principled, generic, robust feature-selection tool

We present a new heuristic feature-selection (FS) algorithm that integrates in a principled algorithmic framework the three key FS components: relevance, redundancy, and complementarity. Thus, we call it relevance, redundancy, and complementarity trade-off (RRCT). The association strength between ea...

Descripción completa

Detalles Bibliográficos
Autor principal: Tsanas, Athanasios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122960/
https://www.ncbi.nlm.nih.gov/pubmed/35607618
http://dx.doi.org/10.1016/j.patter.2022.100471

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122960/
https://www.ncbi.nlm.nih.gov/pubmed/35607618
http://dx.doi.org/10.1016/j.patter.2022.100471

Ejemplares similares