Generalization performance of multi-category kernel machines

DOI10.1007/s10496-007-0188-4zbMath1141.68557OpenAlexW323309400MaRDI QIDQ5435818

Hong Chen, Luoqing Li

Publication date: 14 January 2008

Published in: Analysis in Theory and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10496-007-0188-4

zbMATH Keywords

uniform stabilitygeneralization errorkernel machine

Mathematics Subject Classification ID

General nonlinear regression (62J02) Learning and adaptive systems in artificial intelligence (68T05)

Related Items

REGULARIZED LEAST SQUARE REGRESSION WITH SPHERICAL POLYNOMIAL KERNELS ⋮ Error analysis of multicategory support vector machine classifiers ⋮ ANALYSIS OF CLASSIFICATION WITH A REJECT OPTION ⋮ ERROR ANALYSIS FOR THE SPARSE GRAPH-BASED SEMI-SUPERVISED CLASSIFICATION ALGORITHM

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