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Utility metric for unsupervised feature selection

Feature selection techniques are very useful approaches for dimensionality reduction in data analysis. They provide interpretable results by reducing the dimensions of the data to a subset of the original set of features. When the data lack annotations, unsupervised feature selectors are required fo...

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Detalhes bibliográficos
Publicado no:PeerJ Comput Sci
Main Authors: Villa, Amalia, Mundanad Narayanan, Abhijith, Van Huffel, Sabine, Bertrand, Alexander, Varon, Carolina
Formato: Artigo
Idioma:Inglês
Publicado em: PeerJ Inc. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8080425/
https://ncbi.nlm.nih.gov/pubmed/33981839
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.477
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