Feature selection based on loss-margin of nearest neighbor classification

DOI10.1016/j.patcog.2008.10.011zbMath1192.68585OpenAlexW2091795142MaRDI QIDQ2270819

Yun Li, Bao-Liang Lu

Publication date: 29 July 2009

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2008.10.011

zbMATH Keywords

loss functionfeature selectionmarginenergy-based model

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items

Membership-margin based feature selection for mixed type and high-dimensional data: theory and applications ⋮ IFS-CoCo: instance and feature selection based on cooperative coevolution with nearest neighbor rule ⋮ Bagging constraint score for feature selection with pairwise constraints

Uses Software

• UCI-ml
• LIBSVM

Cites Work

• Unnamed Item
• Wrappers for feature subset selection
• Boosting the margin: a new explanation for the effectiveness of voting methods
• Support-vector networks
• Statistical Properties of Error Estimators in Performance Assessment of Recognition Systems
• Learning Theory
• 10.1162/153244303322753616
• Nearest neighbor pattern classification