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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Vydané v:	Neurocomputing (Amsterdam) Ročník 300; s. 70 - 79
Hlavní autori:	Cai, Jie, Luo, Jiawei, Wang, Shulin, Yang, Sheng
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 26.07.2018
Predmet:	Data mining Dimensionality reduction Feature selection Machine learning Dimensionality reduction Feature selection Data mining Machine learning
ISSN:	0925-2312, 1872-8286
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