Training an extreme learning machine by localized generalization error model

DOI10.1007/s00500-018-3012-5zbMath1398.68473OpenAlexW2794172892MaRDI QIDQ1797937

Eric C. C. Tsang, Hong Zhu, Jie Zhu

Publication date: 22 October 2018

Published in: Soft Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00500-018-3012-5

zbMATH Keywords

regularizationgeneralization capabilityextreme learning machinelocalized generalization error modelnon-iterative training

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UCI-ml

Cites Work

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• Radial basis function network learning using localized generalization error bound
• Induction of multiple fuzzy decision trees based on rough set technique
• Feature selection using localized generalization error for supervised classification problems using RBFNN
• Probability Inequalities for Sums of Bounded Random Variables