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Information Theoretic Multi-Target Feature Selection via Output Space Quantization †

A key challenge in information theoretic feature selection is to estimate mutual information expressions that capture three desirable terms—the relevancy of a feature with the output, the redundancy and the complementarity between groups of features. The challenge becomes more pronounced in multi-ta...

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Detalles Bibliográficos
Autores principales: Sechidis, Konstantinos, Spyromitros-Xioufis, Eleftherios, Vlahavas, Ioannis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515384/
http://dx.doi.org/10.3390/e21090855

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