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An efficient approach for feature construction of high-dimensional microarray data by random projections.

Dimensionality reduction of microarray data is a very challenging task due to high computational time and the large amount of memory required to train and test a model. Genetic programming (GP) is a stochastic approach to solving a problem. For high dimensional datasets, GP does not perform as well...

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Detalles Bibliográficos
Autores principales: Hassan Tariq, Elf Eldridge, Ian Welch
Formato: Artigo
Lenguaje:Inglês
Publicado: Public Library of Science (PLoS) 2018-01-01
Colección:PLoS ONE
Acceso en línea:http://europepmc.org/articles/PMC5922581?pdf=render
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