A Novel Approach to Feature Selection Based on Quality Estimation Metrics

DOI10.1007/978-3-319-45763-5_7zbMath1477.68272OpenAlexW2548442587WikidataQ57742791 ScholiaQ57742791MaRDI QIDQ5016652

Pascal Cuxac, Kafil Hajlaoui, Jean-Charles Lamirel

Publication date: 14 December 2021

Published in: Advances in Knowledge Discovery and Management (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-45763-5_7

zbMATH Keywords

feature selectioninformation gainclass imbalancefeature selection methoddecision plan

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

Feature weighting as a tool for unsupervised feature selection

Cites Work

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• Consistency-based search in feature selection
• Wrappers for feature subset selection
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• Random forests
• Gene selection for cancer classification using support vector machines

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