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Feature Selection based on the Local Lift Dependence Scale

This paper uses a classical approach to feature selection: minimization of a cost function applied on estimated joint distributions. However, in this new formulation, the optimization search space is extended. The original search space is the Boolean lattice of features sets (BLFS), while the extend...

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Detalles Bibliográficos
Autores principales: Marcondes, Diego, Simonis, Adilson, Barrera, Junior
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512664/
https://www.ncbi.nlm.nih.gov/pubmed/33265188
http://dx.doi.org/10.3390/e20020097