Feature selection in machine learning: A new perspective

High-dimensional data analysis is a challenge for researchers and engineers in the fields of machine learning and data mining. Feature selection provides an effective way to solve this problem by removing irrelevant and redundant data, which can reduce computation time, improve learning accuracy, an...

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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 300; pp. 70 - 79
Main Authors:	Cai, Jie, Luo, Jiawei, Wang, Shulin, Yang, Sheng
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 26.07.2018
Subjects:	Data mining Dimensionality reduction Feature selection Machine learning Dimensionality reduction Feature selection Data mining Machine learning
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
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