Classification of Imbalanced Data with a Geometric Digraph Family

DOI10.48550/arXiv.1904.04564zbMath1392.62190arXiv1904.04564MaRDI QIDQ158226

Elvan Ceyhan, Artür Manukyan, Elvan Ceyhan, Artür Manukyan

Publication date: 9 April 2019

Full work available at URL: https://arxiv.org/abs/1904.04564

zbMATH Keywords

prototype selectionsupport estimationgraph dominationclass cover problemclass imbalance problemclass cover catch digraphsclass overlapping problem

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of graph theory (05C90) Monte Carlo methods (65C05) Directed graphs (digraphs), tournaments (05C20)

Related Items (4)

rcccd ⋮ Domination number of an interval catch digraph family and its use for testing uniformity ⋮ Classification using proximity catch digraphs ⋮ Law of large numbers for a two-dimensional class cover problem

Uses Software

• R
• UCI-ml
• JStatCom
• LIBSVM
• KEEL
• e1071
• AdaBoost.MH
• C4.5
• dd_tools
• cccd

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