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A Novel Nonparametric Feature Selection Approach Based on Mutual Information Transfer Network

The filter feature selection algorithm is habitually used as an effective way to reduce the computational cost of data analysis by selecting and implementing only a subset of original features into the study. Mutual information (MI) is a popular measurement adopted to quantify the dependence among f...

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Detalles Bibliográficos
Autores principales: Li, Kunmei, Fard, Nasser
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9497672/
https://www.ncbi.nlm.nih.gov/pubmed/36141141
http://dx.doi.org/10.3390/e24091255