Feature selection for classification tasks: Expert knowledge or traditional methods?

Recently, available data has increased explosively in both number of samples and dimensionality. The huge number of high dimensional data generates the presence of noisy, redundant and irrelevant dimensions. Such dimensions can increase the time and computational cost in the learning process and eve...

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Veröffentlicht in:	Journal of intelligent & fuzzy systems 2018-01, Vol.34 (5), p.2825-2835
Hauptverfasser:	Corrales, David Camilo, Lasso, Emmanuel, Ledezma, Agapito, Corrales, Juan Carlos
Format:	Artikel
Sprache:	eng
Schlagworte:	Cancer Central nervous system Classification Datasets Support vector machines
Online-Zugang:	Volltext
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