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An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection

In Machine Learning, feature selection is an important step in classifier design. It consists of finding a subset of features that is optimum for a given cost function. One possibility to solve feature selection is to organize all possible feature subsets into a Boolean lattice and to exploit the fa...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Estrela, Gustavo, Gubitoso, Marco Dimas, Ferreira, Carlos Eduardo, Barrera, Junior, Reis, Marcelo S.
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516975/
https://ncbi.nlm.nih.gov/pubmed/33286261
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22040492
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