A new hybrid filter/wrapper algorithm for feature selection in classification

Jixiong Zhang; Yanmei Xiong; Shungeng Min

doi:10.1016/j.aca.2019.06.054

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A new hybrid filter/wrapper algorithm for feature selection in classification

Jixiong Zhang Yanmei Xiong Shungeng Min

Year: 2019 Journal: Analytica Chimica Acta Vol: 1080 Pages: 43-54 Publisher: Elsevier BV

DOI: 10.1016/j.aca.2019.06.054

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Keywords:

Feature selection Classifier (UML) Artificial intelligence Pattern recognition (psychology) Computer science Filter (signal processing) Support vector machine Linear discriminant analysis Data mining Linear classifier Algorithm Machine learning

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Spectroscopy and Chemometric Analyses

Physical Sciences → Chemistry → Analytical Chemistry

Machine Learning in Bioinformatics

Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology

Advanced Chemical Sensor Technologies

Physical Sciences → Engineering → Biomedical Engineering

A new hybrid filter/wrapper algorithm for feature selection in classification

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