Analysis of separating surfaces formed by a random subspace classifier

DOI10.1007/S10559-006-0122-3zbMath1127.68097OpenAlexW2032724004MaRDI QIDQ2458095

D. V. Zhora

Publication date: 31 October 2007

Published in: Cybernetics and Systems Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10559-006-0122-3

zbMATH Keywords

pattern recognitionneural networkuniversal approximationprobability density distributionuniversal classifier

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Cites Work

• Analysis of a classifier with random thresholds
• Properties of numeric codes for the scheme of random subspaces RSC
• Approximation by superpositions of a sigmoidal function
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