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Simple Stopping Criteria for Information Theoretic Feature Selection

Feature selection aims to select the smallest feature subset that yields the minimum generalization error. In the rich literature in feature selection, information theory-based approaches seek a subset of features such that the mutual information between the selected features and the class labels is...

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Detalles Bibliográficos
Autores principales: Yu, Shujian, Príncipe, José C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514210/
https://www.ncbi.nlm.nih.gov/pubmed/33266815
http://dx.doi.org/10.3390/e21010099