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Rough sets and Laplacian score based cost-sensitive feature selection

Cost-sensitive feature selection learning is an important preprocessing step in machine learning and data mining. Recently, most existing cost-sensitive feature selection algorithms are heuristic algorithms, which evaluate the importance of each feature individually and select features one by one. O...

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Detalles Bibliográficos
Autores principales: Yu, Shenglong, Zhao, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6005488/
https://www.ncbi.nlm.nih.gov/pubmed/29912884
http://dx.doi.org/10.1371/journal.pone.0197564