Polychotomous kernel Fisher discriminant via top-down induction of binary tree

DOI10.1016/j.camwa.2010.04.048zbMath1201.62082OpenAlexW1993296655MaRDI QIDQ611331

Lily Rui Liang, Gangbing Song, Shufang Wang, Zhao Lu

Publication date: 14 December 2010

Published in: Computers \& Mathematics with Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.camwa.2010.04.048

zbMATH Keywords

posterior probabilitykernel-induced distancekernelized group clustering

Mathematics Subject Classification ID

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

Uses Software

• STPRTool
• PRMLT

Cites Work

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• V-shaped interval insensitive loss for ordinal classification
• Kernel methods: a survey of current techniques
• Distance measures for point sets and their computation
• 10.1162/15324430260185592
• DESIGN OF DECISION TREE VIA KERNELIZED HIERARCHICAL CLUSTERING FOR MULTICLASS SUPPORT VECTOR MACHINES