A new feature selection method based on clustering

Abstract

Feature selection is an effective technique to put the high dimension of data down, which is prevailing in many application domains, such as text categorization and bio-informatics, and can bring many advantages, such as improving efficiency and avoiding over-fitting, to learning algorithms. Currently, many efforts have been attempted in this field and… (More)
DOI: 10.1109/FSKD.2011.6019687

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